PU.1-Dependent Enhancer Inhibition Separates Tet2 -Deficient Hematopoiesis from Malignant Transformation
Open accessPublished version of a preprint
Abstract
Cytosine hypermethylation in and around DNA-binding sites of master transcription factors, including PU.1, occurs in aging hematopoietic stem cells following acquired loss-of-function mutations of DNA methyl-cytosine dioxygenase ten–eleven translocation-2 (TET2), albeit functional relevance has been unclear. We show that Tet2-deficient mouse hematopoietic stem and progenitor cells undergo malignant transformation upon compromised gene regulation through heterozygous deletion of an upstream regulatory region (UREΔ/WT) of the PU.1 gene. Although compatible with multilineage blood formation at young age, Tet2-deficient PU.1 UREΔ/WT mice develop highly penetrant, transplantable acute myeloid leukemia (AML) during aging. Leukemic stem and progenitor cells show hypermethylation at putative PU.1-binding sites, fail to activate myeloid enhancers, and are hallmarked by a signature of genes with impaired expression shared with human AML. Our study demonstrates that Tet2 and PU.1 jointly suppress leukemogenesis and uncovers a methylation-sensitive PU.1-dependent gene network as a unifying molecular vulnerability associated with AML. Significance: We identify moderately impaired PU.1 mRNA expression as a biological modality predisposing Tet2-deficient hematopoietic stem and progenitor cells to malignant transformation. Our study furthermore uncovers a methylation-sensitive PU.1 gene network as a common feature of myeloid leukemia potentially allowing for the identification of patients at risk for malignant transformation. See related commentary by Schleicher and Pietras, p. 378. This article is highlighted in the In This Issue feature, p. 369
AI snapshot
Written from the paper’s full text.
TL;DR
Heterozygous deletion of the PU.1 upstream regulatory element (URE) cooperates with Tet2 loss to drive highly penetrant AML in aging mice, while reduced PU.1 mRNA alone remains compatible with nonleukemic hematopoiesis. The malignant transition is linked to loss of PU.1-associated myeloid enhancer accessibility and hypermethylation of methylation-sensitive PU.1/ETS motifs.
Key findings
- Compound mutant UREHETTet2HET and UREHETTet2KO mice developed AML with median survival of 623 and 290 days, respectively, whereas single mutants did not; UREKOTet2HET mice succumbed within 3 to 6 months.
- Human LSCs showed reduced PU.1 mRNA by 21% ± 4% versus healthy GMPs (P < 0.01), and leukemic blasts showed a 23% ± 7% reduction versus healthy controls; however, PU.1 network activity was largely preserved at the stem cell level.
- Leukemic compound mutant HSPCs had 442 (UREHETTet2HET) and 1,564 (UREHETTet2KO) DEGs versus WT, mostly downregulated (263 and 949 transcripts), with enrichment for PU.1 DNA-binding motifs and loss of chromatin accessibility at monocyte/neutrophil enhancers (P = 3.52 × 10−53 and 8.84 × 10−26, respectively).
- Closed chromatin cCREs in leukemic HSPCs overlapped with PU.1 and/or Tet2 occupancy in close to 90%, and 59% of closed cCREs at ETV6–RUNX1-associated genes could be bound by PU.1; bisulfite sequencing showed hypermethylation at PU.1 methETS motifs in leukemic but not healthy aged compound mutant HSPCs.
Methods
- Mice: Vav-iCre+PU.1UREΔ/+Tet2+/flox and Vav-iCre+PU.1UREΔ/+Tet2flox/flox, plus single-mutant and WT controls; aging cohorts were monitored for survival, blood counts, histology, flow cytometry, and transplantation into sublethally irradiated NSG mice.
- Functional assays: serial replating colony-forming assays, May-Grünwald-Giemsa staining, MPO staining, and bone marrow transplantation of total BM or cKit+ cells.
- Molecular profiling: RNA-seq, Omni-ATAC-seq, bisulfite sequencing, MSK-IMPACT mouse panel, Sanger sequencing of Spi1, and integrative analyses with published PU.1/Tet2 ChIP-seq, VISION cCRE states, IPA, GSEA, and HOMER.
Limitations
- The authors state they did not directly focus on PU.1 and Tet2 targets that lost chromatin accessibility but instead analyzed published ChIP-seq data sets of PU.1 or Tet2 binding in macrophages or myeloid cells, respectively.
- The authors state further work is needed to functionally characterize the ETV6–RUNX1-associated genes in malignant transformation and to validate the specificity and prognostic value of PU.1 binding loss at methETS motif-containing loci in mice and human AML.
- Evident from the text: sample sizes were not based on formal power calculations, investigators were not blinded to genotype allocation, and the main evidence comes from a mouse model rather than direct human functional validation.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
53 of 72 cited sources checked · 26 supported · 0 flagged · accuracy not yet measured
- Premisecitation
PU.1 haploinsufficient or heterozygous PU.1 URE deletion-bearing mice (leading to 30% reduction of PU.1 mRNA expression in hematopoietic stem and progenitor cells) have no overt hematologic defects in steady state.
“PU.1 haploinsufficient (23) or heterozygous PU.1 URE deletion-bearing mice (leading to 30% reduction of PU.1 mRNA expression in hematopoietic stem and progenitor cells (25) have no overt hematologic defects in steady state”
Quote in the paperSubstantial claim1 of 2 sources checked - Premisecitation
Several AML-typic mutations, such as NPM1c, FLT3-ITD/TDK, or AML1-ETO, moderately compromise the regulation or function of PU.1.
“Several AML-typic mutations, such as NPM1c, FLT3-ITD/TDK, or AML1-ETO, moderately compromise the regulation or function of PU.1 (19–22)”
Quote in the paperNot a substantial claim2 of 4 sources checked- cites [19] Vangala, 2003, The myeloid master regulator transcription factor PU.1 is inactivated by AML1-ETO in t(8;21) myeloid leukemia, Blood source
- cites [20] Mizuki, 2003, Suppression of myeloid transcription factors and induction of STAT response genes by AML-specific Flt3 mutations, Blood source
- cites [21] Steidl, 2007, A distal single nucleotide polymorphism alters long-range regulation of the PU.1 gene in acute myeloid leukemia, J Clin Invest source
The Discussion (page unavailable) states that AML1-ETO inhibits PU.1 protein function in patients with AML. It does not address NPM1c or FLT3-ITD/TDK, or characterize AML1-ETO’s effect as moderate; the Introduction discusses moderate decreases in PU.1 levels generally, not for those mutations. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites [22] Mueller, 2006, ATRA resolves the differentiation block in t(15;17) acute myeloid leukemia by restoring PU.1 expression, Blood source
The Discussion (page unavailable) reports that the AML-associated PML-RARA fusion suppresses PU.1, supporting the general point that an AML-associated genetic alteration can affect PU.1. The paper does not address NPM1c, FLT3-ITD/TDK, or AML1-ETO, or establish that those mutations moderately compromise PU.1 regulation or function. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Premisecitation
Loss of appropriate PU.1 gene regulation is hallmarked by sub-haploinsufficient, but significant PU.1 mRNA expression decline in HSCs.
“Our past work uncovered the loss of appropriate PU.1 gene regulation hallmarked by sub-haploinsufficient, but significant PU.1 mRNA expression decline in HSCs (27).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [27] Will, 2015, Minimal PU.1 reduction induces a preleukemic state and promotes development of acute myeloid leukemia, Nat Med source
- Premisecitation
Hypermethylation in and around PU.1 DNA-binding sites in preleukemic hematopoietic stem and progenitor cells supports that perturbed PU.1-dependent gene regulation may precede AML.
“Moreover, hypermethylation in and around PU.1 DNA-binding sites in preleukemic hematopoietic stem and progenitor cells (28) further supports that perturbed PU.1-dependent gene regulation may precede AML.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [28] Tulstrup, 2021, TET2 mutations are associated with hypermethylation at key regulatory enhancers in normal and malignant hematopoiesis, Nat Commun source
The Results section on transcription-factor motifs reports hypermethylated enhancer regions enriched for SPI1 (PU.1) motifs in premalignant CHIP and CCUS. However, those analyses used blood-cell samples and monocyte enhancer annotations; they do not establish hypermethylation at measured PU.1-binding sites in preleukemic hematopoietic stem and progenitor cells. The Discussion suggests that hypermethylation in CHIP may be an early event toward malignancy, but the cell type and binding-site specificity in the cited clause are not supported. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Findingown data
Exome sequencing of sorted cKit+ Lymph- Ery- HSPCs and paired tail tissue using the MSK-IMPACT mouse panel of 578 cancer-related genes showed evidence for expansion of clonal cell populations in all leukemic compound mutant mice tested.
“Exome sequencing of sorted cKit+ Lymph– Ery– HSPCs and paired tail tissue specimen using the Memorial Sloan Kettering Cancer Center's Integrated Mutation Profiling of Actionable Cancer Targets (MSK-IMPACT) mouse panel of 578 cancer-related genes (31) showed evidence for expansion of clonal cell populations in all leukemic compound mutant mice tested (Supplementary Tables S2 and S3).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [31] Cheng, 2015, Memorial sloan kettering-integrated mutation profiling of actionable cancer targets (MSK-IMPACT): a hybridization capture-based next-generation sequencing clinical assay for solid tumor molecular oncology, J Mol Diagn source
The Panel Design and Target Region Coverage section identifies MSK-IMPACT as a targeted sequencing assay for cancer-related genes, supporting the citation's identification of the method. It describes a 341-gene panel, however, not a 578-gene mouse panel. The cited paper does not report the mouse HSPC sequencing or clonal-expansion result; the citing sentence points to its own supplementary tables for that result. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Findingcitation
In LSCs, PU.1 mRNA expression was found reduced to sub-haploinsufficient levels by 21% ± 4% (P < 0.01) compared with their healthy counterparts.
“However, in LSCs, mostly sharing transcriptional programs with healthy granulocytic–monocytic progenitors (GMPs; ref. 29), PU.1 mRNA expression was found reduced to sub-haploinsufficient levels [by 21% ± 4% (P < 0.01) compared with their healthy counterparts; Fig. 1B].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [29] Corces, 2016, Lineage-specific and single-cell chromatin accessibility charts human hematopoiesis and leukemia evolution, Nat Genet source
- Findingcitation
ARCH HSCs showed no discernible alterations of PU.1 mRNA levels compared with age-matched healthy individual-derived control cells.
“ARCH HSCs, closely resembling the regulatory landscape that defines the transcriptional make-up, of non-ARCH, healthy multipotent progenitor (MPP) cells (29), showed no discernible alterations of PU.1 mRNA levels compared with age-matched healthy individual-derived control cells (Fig. 1A).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [29] Corces, 2016, Lineage-specific and single-cell chromatin accessibility charts human hematopoiesis and leukemia evolution, Nat Genet source
- Premisecitation
Malignant transformation of PU.1 sub-haploinsufficient stem and progenitor cells requires inhibition of Irf8.
“Our past work showed that the malignant transformation of PU.1 sub-haploinsufficient stem and progenitor cells requires inhibition of a key PU.1 cooperating factor, interferon-responsive factor 8 (Irf8; ref. 27).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [27] Will, 2015, Minimal PU.1 reduction induces a preleukemic state and promotes development of acute myeloid leukemia, Nat Med source
The Results section (‘Role for Irf8 downregulation in AML induction’; page unavailable) reports reduced Irf8 in leukemic cells and shows that restoring it impaired their self-renewal and competitive growth. The Discussion describes Irf8 impairment as cooperating with minimal PU.1 reduction. These findings support a role for Irf8 inhibition, but experiments restoring Irf8 in already-leukemic cells do not establish that inhibition is required for stem and progenitor cells to undergo malignant transformation. (LLM, conf=0.87)
Experimental — accuracy not yet measured
- Findingcitation
Heterozygous URE deletion leads to highly penetrant AML in a mouse model lacking Tet2.
“We show that heterozygous URE deletion leads to highly penetrant AML in a mouse model lacking Tet2 (17).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [17] Moran-Crusio, 2011, Tet2 loss leads to increased hematopoietic stem cell self-renewal and myeloid transformation, Cancer Cell source
- Study design and conductown data
Sanger sequencing analysis of key regulatory and coding regions of Spi1 excluded mice harboring acquired DNA lesions that may further compromise PU.1 regulation in compound mutant animals.
“Because TET2 deficiency has been associatated with increased DNA lesions (30), we performed Sanger sequencing analysis of the key regulatory and coding regions of the PU.1 encoding gene (Spi1) and excluded the mice that harbored acquired DNA lesions, which may further compromise PU.1 regulation in compound mutant animals (Supplementary Fig. S1B; Supplementary Table S1).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [30] Pan, 2017, Tet2 loss leads to hypermutagenicity in haematopoietic stem/progenitor cells, Nat Commun source
- Premisecitation
In a model of genetic stem cell aging conferred by mismatch-repair deficiency, heterozygous deletion of the PU.1 URE and subsequent loss of appropriate enhancer-mediated gene regulation of PU.1 can drive the evolution of AML, attributed to epigenetic inactivation of Irf8.
“Using a model of genetic stem cell aging conferred by mismatch-repair deficiency, we demonstrated that heterozygous deletion of the PU.1 URE and subsequent loss of appropriate enhancer-mediated gene regulation of PU.1 can drive the evolution of AML, which we attributed to epigenetic inactivation of Irf8, a critical PU.1 cooperating factor sustaining myelopoiesis (27).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [27] Will, 2015, Minimal PU.1 reduction induces a preleukemic state and promotes development of acute myeloid leukemia, Nat Med source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
- Findingcitation
Differential gene-expression analysis of hematopoietic cells isolated from a mouse model carrying hematopoietic-specific deletion of Tet2 uncovered no detectable deregulation of the PU.1 network in either Tet2HET or Tet2KO hematopoietic stem and progenitor cells.
“Similarly, differential gene-expression analysis of hematopoietic cells isolated from a mouse model, carrying hematopoietic-specific deletion of Tet2 (17), uncovered no detectable deregulation of the PU.1 network in either Tet2HET or Tet2KO hematopoietic stem and progenitor cells (HSPC) [defined throughout this study as cKit+ CD8a–CD4–CD19–B220– (Lymph–) Ter119– (Ery–) cells; Fig. 1E].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [17] Moran-Crusio, 2011, Tet2 loss leads to increased hematopoietic stem cell self-renewal and myeloid transformation, Cancer Cell source
- Findingown data
Wide-ranging alterations in abundance of enhancer RNAs at sites coinciding with cCRE were uncovered.
“we uncovered wide-ranging alterations in the abundance of enhancer RNAs, a hallmark of active enhancers (40), at sites coinciding with cCRE.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [40] Orom, 2010, Long noncoding RNAs with enhancer-like function in human cells, Cell source
- Findingown data
ATAC-seq of Lymph- Ery- cKit+ populations uncovered alterations in chromatin accessibility in compound mutant cells compared with nonleukemic cells.
“improved transposase-accessible chromatin by sequencing (ATAC-seq; ref. 36) of Lymph- Ery- cKit+ populations (sorted as in Fig. 4C and D) uncovered alterations in chromatin accessibility in compound mutant cells compared with nonleukemic (combined WT, UREHET, Tet2HET, and Tet2KO) cells”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [36] Corces, 2017, An improved ATAC-seq protocol reduces background and enables interrogation of frozen tissues, Nat Methods source
- Interpretationown data
This suggests compromised differentiation-relevant chromatin rearrangement.
“suggesting a compromised differentiation-relevant chromatin rearrangement, in line with recent reports (41).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [41] Minderjahn, 2020, Mechanisms governing the pioneering and redistribution capabilities of the non-classical pioneer PU.1, Nat Commun source
- Interpretationown data
Reduced PU.1 mRNA expression levels were unlikely the sole trigger of leukemic progression.
“Reduced PU.1 mRNA expression levels were unlikely the sole trigger of leukemic progression as healthy aged compound mutant mice showed a similar drop in PU.1 expression levels as the majority of mice with leukemia, consistent with past studies (55).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [55] Walter, 2005, Reduced PU.1 expression causes myeloid progenitor expansion and increased leukemia penetrance in mice expressing PML-RARalpha, Proc Natl Acad Sci U S A source
- Interpretationcitation
Wider-ranging epigenetic alterations, especially perturbing key enhancer landscapes with high similarity to human disease, support a role in the myeloid disease.
“our molecular analyses into gene regulatory circuits support a role for wider-ranging epigenetic alterations, especially perturbing key enhancer landscapes with high similarity to human disease (29).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [29] Corces, 2016, Lineage-specific and single-cell chromatin accessibility charts human hematopoiesis and leukemia evolution, Nat Genet source
The Results section ('Synthetic normal analogs uncover AML-specific biology'; page unavailable) identifies altered regulatory modules in human acute myeloid leukemia, and the Discussion describes cancer-specific changes in chromatin accessibility. This supports the relevance of enhancer-associated epigenetic alterations to myeloid disease, but the source does not establish that the citing authors’ alterations have high similarity to those in human disease. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Premisecitation
Tet2 binds and governs site-specific DNA demethylation upon being recruited to chromatin by DNA-binding transcription factors, such as RUNX1 or PU.1.
“Tet2 binds and governs site-specific DNA demethylation upon being recruited to the chromatin by DNA-binding TF, such as RUNX1 (51) or PU.1 (34)”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [51] Suzuki, 2017, RUNX1 regulates site specificity of DNA demethylation by recruitment of DNA demethylation machineries in hematopoietic cells, Blood Adv source
- cites [34] Lio, 2016, Tet2 and Tet3 cooperate with B-lineage transcription factors to regulate DNA modification and chromatin accessibility, eLife source
- Findingcitation
The study identified a set of highly enriched and similar ETS motifs harboring a core PU-box motif and 5′ flanking cytosines that have been shown to exhibit reduced binding affinity for PU.1 when methylated (methETS).
“We identified a set of highly enriched and similar ETS motifs harboring a core PU-box motif and 5′ flanking cytosines that have been shown to exhibit a reduced binding affinity for PU.1 when methylated (referred to as methETS; ref. 41).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [41] Minderjahn, 2020, Mechanisms governing the pioneering and redistribution capabilities of the non-classical pioneer PU.1, Nat Commun source
- Rests on an assumption: PU.1's ability to bind DNA is largely unperturbed in the context of DNA methylation.
- Findingown data
UREHETTet2KO cells showed greater clonogenic capacity from the second plating, 88%, 142%, and 190% more than the UREHET, Tet2HET, and Tet2KO controls, respectively, to the eighth plating.
“UREHETTet2KO cells showed greater clonogenic capacity from the second, 88%, 142%, and 190% more than the UREHET, Tet2HET, and Tet2KO controls, respectively, to the eighth plating.”
Quote in the paperSubstantial claim - Findingown data
Analysis of bone marrow and spleen of sacrificed compound mutant cell recipients showed a dominant donor cell population with a striking similarity to the primary tumors.
“and analysis of bone marrow and spleen of sacrificed compound mutant cell recipients showed a dominant donor cell population with a striking similarity to the primary tumors [Fig. 3I–L; gating strategy (2) in Supplementary Fig. S4A and S4F].”
Quote in the paperSubstantial claim - Findingown data
Hematopoietic stem and progenitor cells from leukemic compound mutant mice exhibited significant loss of chromatin accessibility at PU.1-associated myeloid enhancers.
“Hematopoietic stem and progenitor cells from leukemic compound mutant mice exhibited significant loss of chromatin accessibility at PU.1-associated myeloid enhancers, concomitant DNA hypermethylation, and inhibition of a set of myeloid genes shared with human AML.”
Quote in the paperSubstantial claim - Findingown data
Compared with single mutant controls, only some compound mutant mice showed reduced PU.1 mRNA.
“Compared with single mutant controls, only some compound mutant mice showed reduced PU.1 mRNA (Fig. 4F).”
Quote in the paperSubstantial claim - Findingown data
In leukemic blast cells, PU.1 mRNA was reduced by 23% ± 7% compared with healthy controls.
“We also noted a similar extent of PU.1 reduction in leukemic blast cells (reduced by 23% ± 7% compared with healthy controls; Fig. 1C).”
Quote in the paperSubstantial claim - Findingown data
Heterozygous deletion of the URE in combination with Tet2 deficiency caused a Tet2 dose-dependent reduction of median survival to 623 days (UREHETTet2HET) and 290 days (UREHETTet2KO).
“First, we noted a Tet2 dose-dependent reduction of median survival to 623 (UREHETTet2HET) and 290 days (UREHETTet2KO; Fig. 2A; Supplementary Fig. S2A).”
Quote in the paperSubstantial claim - Findingown data
Recurring nonsense insertion mutations in Cux1 were found in 4 of 5 mice at subclonal levels.
“we also uncovered recurring nonsense insertion mutations in Cux1 in 4 of 5 mice at subclonal levels (Supplementary Tables S2 and S3).”
Quote in the paperNot a substantial claim - Findingown data
Compared with controls, compound mutant mice with AML showed an increase in cell populations with detectable myeloid marker presentation (Lymph- Gr1+CD11b- and Lymph− Gr1+CD11b+).
“as well as an increase in cell populations with detectable myeloid marker presentation (Lymph– Gr1+CD11b– and Lymph− Gr1+CD11b+; Fig. 2I–K; Supplementary Figs. S1M and S2G–S2I).”
Quote in the paperSubstantial claim - Findingown data
UREHETTet2KO cells continued to give rise to aberrant blastlike colonies after the UREHET and Tet2HET colony-initiating cells were exhausted.
“They continued to give rise to aberrant blastlike colonies after the UREHET and Tet2HET colony-initiating cells were exhausted.”
Quote in the paperSubstantial claim - Findingown data
Recipients of compound mutant cells develop splenomegaly.
“Recipients of compound mutant cells also develop splenomegaly (Fig. 3G and H)”
Quote in the paperNot a substantial claim - Findingown data
Pathway analysis of DEGs in Tet2KO LSKs and Tet2KO GMPs found no statistically significant evidence for a compromised PU.1 network in Tet2-deficient cells.
“Using published data sets, we performed pathway analysis of DEGs in Tet2KO LSKs (vs. wild-type LSK; GSE132090) and Tet2KO GMPs (vs. wild-type LSKs; GSE27816) cells and found no statistically significant evidence for a compromised PU.1 network in Tet2-deficient cells (Fig. 1F).”
Quote in the paperSubstantial claim - Findingown data
Hematopoietic stem and progenitor cells from leukemic compound mutant mice exhibited concomitant DNA hypermethylation.
“Hematopoietic stem and progenitor cells from leukemic compound mutant mice exhibited significant loss of chromatin accessibility at PU.1-associated myeloid enhancers, concomitant DNA hypermethylation, and inhibition of a set of myeloid genes shared with human AML.”
Quote in the paperSubstantial claim - Findingown data
UREHETTet2HET cells started producing higher numbers of blastlike colonies (232%, 89%, and 58% more than the UREHET, Tet2HET, and Tet2KO controls, respectively) with the fourth plating.
“UREHETTet2HET cells started producing higher numbers of blastlike colonies (232%, 89%, and 58% more than the UREHET, Tet2HET, and Tet2KO controls, respectively) with the fourth plating (Fig. 3A and B; Supplementary Fig. S3B).”
Quote in the paperSubstantial claim - Findingown data
PU.1 mRNA and protein abundance tracked with the myeloid differentiation stage of the AML blasts.
“PU.1 mRNA and protein abundance tracked with the myeloid differentiation stage of the AML blasts.”
Quote in the paperSubstantial claim - Findingown data
Expression of these signature genes was preserved in compound mutant mice not developing AML upon aging.
“Importantly, expression of these signature genes was preserved in compound mutant mice not developing AML upon aging, indicating that inhibition of PU.1-associated myeloid enhancers separates healthy from malignant clonal hematopoiesis.”
Quote in the paperSubstantial claim - Findingown data
Compound mutant cell-initiated colonies consisted of cells with blast morphology, largely devoid of morphologic signs of terminal myeloid cell maturation.
“Compound mutant cell-initiated colonies consisted of cells with blast morphology, largely devoid of morphologic signs of terminal myeloid cell maturation (Fig. 3C).”
Quote in the paperSubstantial claim - Findingown data
Cells isolated from blastlike colonies were of a myeloid progenitor-like immunophenotype, as the primary AML bulk cell population found in the moribund mice.
“Cells isolated from blastlike colonies were of a myeloid progenitor-like immunophenotype, as the primary AML bulk cell population found in the moribund mice (Fig. 3D and E; Supplementary Fig. S3C–S3H).”
Quote in the paperSubstantial claim - Findingown data
Mice carrying homozygous URE deletions succumbed to an accelerated fatal myeloid malignancy within 3 to 6 months upon heterozygous Tet2 deletion.
“Moreover, mice carrying homozygous URE deletions succumbed to an accelerated fatal myeloid malignancy within 3 to 6 months upon heterozygous Tet2 deletion (Fig. 2A–D; Supplementary Fig. S2A).”
Quote in the paperSubstantial claim - Findingown data
Heterozygous deletion of the URE in combination with Tet2 deficiency caused the emergence of a highly penetrant AML, as opposed to UREHET, or Tet2HET and Tet2KO single mutant mice.
“Second, we observed the emergence of a highly penetrant AML (Fig. 2B–F), as opposed to UREHET, or Tet2HET and Tet2KO single mutant mice”
Quote in the paperSubstantial claim - Findingown data
Hematopoietic stem and progenitor cells from leukemic compound mutant mice exhibited inhibition of a set of myeloid genes shared with human AML.
“Hematopoietic stem and progenitor cells from leukemic compound mutant mice exhibited significant loss of chromatin accessibility at PU.1-associated myeloid enhancers, concomitant DNA hypermethylation, and inhibition of a set of myeloid genes shared with human AML.”
Quote in the paperSubstantial claim - Findingown data
Compared with controls, compound mutant mice with AML showed an expanded Lymph- cKit+ cell population.
“Compared with controls, compound mutant mice with AML showed an expanded Lymph– cKit+ cell population (Fig. 2G and H; Supplementary Fig. S2E and S2F; gating strategy in Supplementary Fig. S1M)”
Quote in the paperNot a substantial claim - Findingown data
Compound mutant cells robustly expanded in the bone marrow of recipient mice [41.9%-92.8% (TBM) and 35.2%-77.9% (cKit+ cells) and 23.95%-97.9% (TBM) and 13.04%-97.71% (cKit+ cells) for UREHETTet2HET and UREHETTet2KO cell-transplanted mice, respectively].
“Compound mutant cells, however, robustly expanded in the bone marrow of recipient mice [41.9%–92.8% (TBM) and 35.2%–77.9% (cKit+ cells) and 23.95%–97.9% (TBM) and 13.04%–97.71% (cKit+ cells) for UREHETTet2HET and UREHETTet2KO cell-transplanted mice, respectively; Supplementary Fig. S4D and S4E; gating strategy (1) in Supplementary Fig. S4A].”
Quote in the paperSubstantial claim - Findingown data
Several acquired mutations (Cux1, Kmt2d, Zfhx3, Daxx, Setd1a, and Vav1) were shared by at least two mice.
“Notably, several of the acquired mutations (i.e., Cux1, Kmt2d, Zfhx3, Daxx, Setd1a, and Vav1) were shared by at least two mice”
Quote in the paperNot a substantial claim - Findingown data
Pathway enrichment analysis of DEGs in healthy ARCH HSCs and LSCs did not reveal a strong indication for these moderate expression alterations to be accompanied by PU.1 network deregulation (z score < |2|) at the stem cell level.
“Pathway enrichment analysis of differentially expressed genes (DEGs) in healthy ARCH HSCs and LSCs did not reveal a strong indication for these moderate expression alterations to be accompanied by PU.1 network deregulation (z score < |2|) at the stem cell level—either within the entire group of patients with AML or within genetically defined subgroups harboring common age-associated clonal hematop”
Quote in the paperSubstantial claim - Findingown data
Bisulfite sequencing of leukemic and nonleukemic HSPCs showed significant DNA hypermethylation in or around PU.1 methETS motifs present at enhancers associated with ETV6-RUNX1 signature genes.
“bisulfite sequencing of leukemic and nonleukemic HSPCs showed significant DNA hypermethylation in or around PU.1 methETS motifs present at enhancers associated with ETV6–RUNX1 signature genes”
Quote in the paperSubstantial claim - Findingown data
Combined B- and T-cell-specific enhancers and promoters showed reduced accessibility (P values: 2.25 × 10−43 for UREHETTet2HET and 2.1 × 10−24 for UREHETTet2KO; promoters: 4.93 × 10−54 for UREHETTet2HET and 1.89 × 10−18 for UREHETTet2KO).
“combined B- and T-cell–specific enhancers (P values: 2.25 × 10−43 for UREHETTet2HET and 2.1 × 10−24 for UREHETTet2KO) and promoters (P values: 4.93 × 10−54 for UREHETTet2HET and 1.89 × 10−18 for UREHETTet2KO) also showed reduced accessibility”
Quote in the paperNot a substantial claim - Findingown data
In most leukemic UREHETTet2HET mice, LSK cells maintained PU.1 mRNA expression at the level found in old mice (Healthy; 75 ± 9% reduction of Young).
“Although in most leukemic UREHETTet2HET mice, LSK cells maintained PU.1 mRNA expression at the level found in old mice (Healthy; 75 ± 9% reduction of Young; Fig. 4H)”
Quote in the paperSubstantial claim - Findingown data
Downregulated DEGs were enriched for targets harboring a core PU.1 DNA-binding motif.
“as well as enriched for targets harboring a core PU.1 DNA-binding motif”
Quote in the paperSubstantial claim - Findingown data
GSEA revealed loss of gene-expression programs governing chromatin assembly and disassembly and protein-DNA complex subunit organization.
“Gene set enrichment analysis (GSEA) further revealed loss of gene-expression programs governing chromatin assembly and disassembly and protein–DNA complex subunit organization”
Quote in the paperSubstantial claim - Findingown data
Healthy aged compound mutant mice had retained high expression levels of ETV6-RUNX1 signature genes in HSPCs.
“healthy aged compound mutant mice had retained high expression levels”
Quote in the paperSubstantial claim - Findingown data
Cross-comparison of DEG sets in compound mutant AML cells with publicly available gene-expression sets from patients with myeloid malignancies uncovered striking overlap of concordantly altered gene-expression programs, many with known perturbation in myeloid malignancies, irrespective of PU.1 levels.
“we first cross-compared differentially expressed gene sets in compound mutant AML cells (grouped by either genotype or PU.1 mRNA expression levels) with publicly available gene-expression sets derived from patients with myeloid malignancies [comprising promyelocytic AML (APL), AML, and myelodysplastic syndrome (MDS)], which uncovered a striking overlap of concordantly altered gene-expression”
Quote in the paperSubstantial claim - Findingown data
Loss of accessibility was observed at monocyte- and neutrophil-specific promoters (P values: 2.71 × 10−52 for UREHETTet2HET and 1.76 × 10−16 for UREHETTet2KO).
“Loss of accessibility was also observed at monocyte- and neutrophil-specific promoters (P values: 2.71 × 10−52 for UREHETTet2HET and 1.76 × 10−16 for UREHETTet2KO”
Quote in the paperSubstantial claim - Findingown data
Differential gene-expression analysis identified 442 DEGs in UREHETTet2HET HSPCs and 1,564 DEGs in UREHETTet2KO HSPCs compared with WT controls.
“we performed differential gene-expression analysis, which identified a total of 442 and 1,564 DEGs in UREHETTet2HET and UREHETTet2KO HSPCs, respectively compared with WT controls”
Quote in the paperSubstantial claim - Findingown data
This hypermethylation was accompanied by reduced gene expression in leukemic GMPs compared with age-matched control cells from healthy aged compound mutant or WT mice.
“and was accompanied by reduced gene expression in leukemic GMPs compared with age-matched control cells from healthy aged compound mutant or WT mice”
Quote in the paperSubstantial claim - Findingown data
A third of the downregulated genes are direct targets of PU.1 alone or along with Tet2.
“Intersection with published chromatin immunoprecipitation (ChIP) data for PU.1 and Tet2 further showed that a third of the downregulated genes are direct targets of PU.1 alone or along with Tet2”
Quote in the paperSubstantial claim - Findingown data
Concomitant loss of chromatin accessibility of a Runt DNA-binding motif was observed.
“and concomitant loss of chromatin accessibility of a Runt DNA-binding motif (Supplementary Fig. S7C).”
Quote in the paperSubstantial claim - Findingown data
59% of closed chromatin regions at cCRE of ETV6-RUNX1-associated genes could be bound by PU.1.
“we found that 59% of closed chromatin regions at cCRE of ETV6–RUNX1-associated genes could be bound by PU.1”
Quote in the paperSubstantial claim - Findingown data
Leukemic HSPCs show under-representation of nuclease-accessible, active enhancer states (states E, N and E, N, A), important for LSK, immature and mature myeloid cells.
“we annotated the chromatin accessibility information of leukemic HSPCs and found an under-representation of nuclease-accessible, active enhancer states (states E, N and E, N, A), important for LSK, and immature (CMP and GMP) and mature (CFU-M, neutrophils, and monocytes) myeloid cells”
Quote in the paperSubstantial claim - Findingown data
No changes in DNA accessibility were observed at a randomly sampled set of 5,000 enhancers in compound mutant cells versus WT.
“we were unable to observe changes in DNA accessibility at a randomly sampled set of 5,000 enhancers in compound mutant cells (vs. WT; Supplementary Fig. S6K and S6L).”
Quote in the paperSubstantial claim - Findingown data
This perturbation appeared independent of residual Tet2 dosage.
“This perturbation appeared independent of residual Tet2 dosage.”
Quote in the paperSubstantial claim - Findingown data
All compound mutant mice with AML had detectable PU.1 in cKit+ cells.
“At the protein level, we found that all compound mutant mice with AML had detectable PU.1 in cKit+ cells (Fig. 4G; Supplementary Fig. S5D).”
Quote in the paperSubstantial claim - Findingown data
DNA accessibility at monocyte and neutrophil-specific cCREs corresponding to enhancers is highly significantly reduced in leukemic versus WT HSPCs (P values: 3.52 × 10−53 for UREHETTet2HET and 8.84 × 10−26 for UREHETTet2KO).
“Targeted assessment of DNA accessibility at monocyte and neutrophil-specific cCREs that correspond to enhancers, showed a highly significant reduction in chromatin accessibility (P values: 3.52 × 10−53 for UREHETTet2HET and 8.84 × 10−26 for UREHETTet2KO) in leukemic versus WT HPSCs”
Quote in the paperSubstantial claim - Findingown data
Mice presenting with AML blasts harboring signs of maturation toward the neutrophil lineage appeared to have lower PU.1 levels than cKit+ cells from immature blast AML.
“Moreover, we found that mice presenting with AML blasts harboring signs of maturation toward the neutrophil lineage appeared to have lower PU.1 levels than cKit+ cells from immature blast AML (Supplementary Fig. S5D)”
Quote in the paperSubstantial claim - Findingown data
No evidence for the presence of the ETV6-RUNX1 fusion gene in compound mutant mice was found.
“we did not find evidence for the presence of the ETV6–RUNX1 fusion gene in our compound mutant mice (Supplementary Table S8)”
Quote in the paperSubstantial claim - Findingown data
The perturbation, mostly loss of expression, was accompanied by concordantly altered canonical pathways and cellular functions between mouse and human myeloid malignancies.
“The perturbation, mostly loss of expression, was accompanied by concordantly altered canonical pathways and cellular functions between mouse and human myeloid malignancies”
Quote in the paperSubstantial claim - Findingown data
Single mutant HSPC showed no detectable differences in DNA accessibility at monocyte and neutrophil-specific enhancers.
“whereas single mutant HSPC showed no detectable differences”
Quote in the paperSubstantial claim - Findingown data
PU.1 and PU.1-cofactor-associated gene-expression programs are compromised (i.e., Jun, Csf1, Irf8, and Runx1), largely irrespective of underlying genotype or PU.1 mRNA expression level.
“Network analysis showed PU.1 and PU.1-cofactor–associated gene-expression programs to be compromised (i.e., Jun, Csf1, Irf8, and Runx1), which occurred largely irrespective of the underlying genotype or PU.1 mRNA expression level”
Quote in the paperSubstantial claim - Findingown data
The vast majority of genes contributing to the ETV6-RUNX1-associated gene signature showed reduced expression in compound mutant leukemic HSPCs compared with WT controls.
“we found that the vast majority of genes contributing to the ETV6–RUNX1-associated gene signature showed reduced expression in compound mutant leukemic HSPCs compared with WT controls”
Quote in the paperSubstantial claim - Findingown data
There were slightly more downregulated (1,629) than upregulated (1,144) enhancer-originating RNA transcripts, demonstrating reduction in activity of certain enhancers.
“We found a slightly higher number of downregulated (1,629) than upregulated (1,144) enhancer-originating RNA transcript (eRNA; Fig. 5G), demonstrating that there is a reduction in the activity of certain enhancers.”
Quote in the paperSubstantial claim - Findingown data
The majority of DEGs were downregulated in UREHETTet2HET (263 transcripts) and UREHETTet2KO (949 transcripts) HSPCs.
“We found the majority of DEGs to be downregulated in UREHETTet2HET (263 transcripts) and UREHETTet2KO (949 transcripts) HSPCs”
Quote in the paperSubstantial claim - Findingown data
PU.1 and Tet2 interact via Tet2's catalytic domain.
“which we find to interact via Tet2's catalytic domain.”
Quote in the paperNot a substantial claim - Findingown data
Epigenetic inhibition of hematopoietic enhancers and loss of gene activation at loci harboring core PU.1 DNA-binding motifs which are bound by the TF in hematopoietic stem and differentiating myeloid cells were found.
“we found epigenetic inhibition of hematopoietic enhancers and loss of gene activation at loci harboring core PU.1 DNA-binding motifs which are bound by the TF in hematopoietic stem and differentiating myeloid cells”
Quote in the paperSubstantial claim - Findingown data
Hypermethylation at or close to identified methETS motifs in leukemic compound mutant HSPCs was accompanied by reduced gene-expression in leukemic GMPs.
“we uncovered hypermethylation at or close to the identified methETS motifs in leukemic compound mutant HSPCs, which was accompanied by reduced gene-expression in leukemic GMPs.”
Quote in the paperSubstantial claim- Rests on an assumption: PU.1's ability to bind DNA is largely unperturbed in the context of DNA methylation.
- Findingown data
This hypermethylation and reduced expression was seen only in leukemic but not in healthy aged compound mutant mice.
“Notably, this was seen only in leukemic but not in healthy aged compound mutant mice.”
Quote in the paperSubstantial claim- Rests on an assumption: PU.1's ability to bind DNA is largely unperturbed in the context of DNA methylation.
- Findingown data
Some compound mutant mice showed reduced PU.1 expression in accumulating leukemic HPSCs and blast cell populations compared with phenotypical WT and single mutant counterparts.
“some compound mutant mice showed reduced PU.1 expression in accumulating leukemic HPSCs and blast cell populations when compared with their phenotypical WT and single mutant counterparts”
Quote in the paperNot a substantial claim - Findingown data
mRNA and protein expression did not correlate in cKit+ progenitor cells from compound mutant mice (moribund as well as healthy aged).
“Strikingly, mRNA and protein expression did not correlate in cKit+ progenitor cells from compound mutant mice (moribund as well as healthy aged)”
Quote in the paperSubstantial claim - Interpretationown data
Inhibition of PU.1-associated myeloid enhancers separates healthy from malignant clonal hematopoiesis.
“indicating that inhibition of PU.1-associated myeloid enhancers separates healthy from malignant clonal hematopoiesis.”
Quote in the paperSubstantial claim- Rests on an assumption: Aged compound mutant mice that do not develop AML represent a nonleukemic/healthy clonal hematopoiesis state.
- Interpretationreasoning
PU.1 is a critical tumor suppressor in Tet2-deficient hematopoiesis.
“Our study identifies PU.1 as a critical tumor suppressor in Tet2-deficient hematopoiesis”
Quote in the paperSubstantial claim- Rests on an assumption: The compound mutant mouse model (URE deletion plus Tet2 deficiency) recapitulates human Tet2-deficient ARCH/AML and PU.1 deregulation.
- Interpretationreasoning
PU.1 impairment is a molecular denominator for malignant transformation of Tet2-deficient aged stem and progenitor cells.
“and suggests PU.1 impairment as a molecular denominator for malignant transformation of Tet2-deficient aged stem and progenitor cells.”
Quote in the paperSubstantial claim- Rests on an assumption: The compound mutant mouse model (URE deletion plus Tet2 deficiency) recapitulates human Tet2-deficient ARCH/AML and PU.1 deregulation.
- Interpretationown data
Loss of one copy of a key myeloid enhancer assuring sufficient PU.1 gene activation can be compensated for in Tet2-deficient LSK and myeloid cells in young animals.
“These data support that loss of one copy of a key myeloid enhancer assuring sufficient PU.1 gene activation (25) can be compensated for in Tet2-deficient LSK and myeloid cells in young animals.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [25] Rosenbauer, 2004, Acute myeloid leukemia induced by graded reduction of a lineage-specific transcription factor, PU.1, Nat Genet source
- Interpretationown data
Perturbation of PU.1 mRNA expression regulation can functionally cooperate with heterozygous or homozygous inactivation of Tet2 in the initiation of myeloid leukemia during aging.
“These data provide proof of concept that perturbation of PU.1 mRNA expression regulation can functionally cooperate with heterozygous or homozygous inactivation of Tet2 in the initiation of myeloid leukemia during aging.”
Quote in the paperSubstantial claim- Rests on an assumption: The compound mutant mouse model (URE deletion plus Tet2 deficiency) recapitulates human Tet2-deficient ARCH/AML and PU.1 deregulation.
- Interpretationown data
PU.1 is a key suppressor for malignant transformation of TET2-deficient hematopoietic stem and progenitor cells during aging.
“Our study uncovered transcriptional master regulator PU.1 as a key suppressor for the malignant transformation of TET2-deficient hematopoietic stem and progenitor cells during aging”
Quote in the paperSubstantial claim - Interpretationown data
This suggests loss of PU.1 mediated gene activation at these sites.
“suggesting loss of PU.1 mediated gene activation at these sites.”
Quote in the paperSubstantial claim - Interpretationown data
These observations strongly suggest epigenetic inhibition of a subset of PU.1-controlled genes harboring DNA methylation-sensitive PU.1-binding motifs in leukemic HSPCs.
“Together, these observations strongly suggest epigenetic inhibition of a subset of PU.1-controlled genes harboring DNA methylation-sensitive PU.1-binding motifs in leukemic HSPCs.”
Quote in the paperSubstantial claim- Rests on an assumption: PU.1's ability to bind DNA is largely unperturbed in the context of DNA methylation.
- Interpretationown data
This strongly suggests inhibition of a group of PU.1-regulated enhancers that bear a highly defined cytosine-containing DNA-binding motif.
“strongly suggesting inhibition of a group of PU.1-regulated enhancers that bear a highly defined cytosine containing DNA-binding motif.”
Quote in the paperSubstantial claim- Rests on an assumption: PU.1's ability to bind DNA is largely unperturbed in the context of DNA methylation.
- Interpretationown data
The study uncovered a set of downregulated genes with concomitant DNA hypermethylation, demarcating healthy from malignant hematopoiesis.
“and uncovers a set of downregulated genes with concomitant DNA hypermethylation, demarcating healthy from malignant hematopoiesis”
Quote in the paperSubstantial claim - Interpretationown data
Compound mutant mice with AML lose accessibility of PU.1-associated enhancer activation governing proper myeloid differentiation.
“Collectively, these data show that compound mutant mice with AML lose accessibility of PU.1-associated enhancer activation governing proper myeloid differentiation.”
Quote in the paperSubstantial claim - Interpretationown data
These findings indicate wide-ranging inhibition of hematopoietic regulatory regions in compound mutant HSPCs.
“These findings indicate wide-ranging inhibition of hematopoietic regulatory regions in compound mutant HSPCs.”
Quote in the paperSubstantial claim - Interpretationown data
These patterns indicate profound impairment of myeloid enhancers in leukemic HSPCs.
“indicating a profound impairment of myeloid enhancers in leukemic HSPCs.”
Quote in the paperSubstantial claim - Interpretationcitation
Alterations in the PU.1-regulated network may be a common feature of ARCH.
“suggesting that alterations in the PU.1-regulated network may be a common feature of ARCH.”
Quote in the paperNot a substantial claim - Interpretationown data
Loss of PU.1 network activity, rather than declining PU.1 levels alone, is a unifying mechanism underlying myeloid malignancy in compound mutant mice.
“These data implicate the loss of PU.1 network activity, rather than declining PU.1 levels alone, as a unifying mechanism underlying myeloid malignancy in compound mutant mice.”
Quote in the paperSubstantial claim - Interpretationown data
Expression loss of genes containing PU.1-associated methETS motifs is restricted to leukemic HSPCs.
“Together, these findings show that expression loss of genes containing PU.1-associated methETS motifs is restricted to leukemic HSPCs.”
Quote in the paperSubstantial claim - Interpretationown data
Even moderate perturbation of PU.1 leads to the evolution of myeloid malignancies in the context of Tet2 deficiency.
“Here we show that even moderate perturbation of PU.1 leads to the evolution of myeloid malignancies in the context of Tet2 deficiency.”
Quote in the paperSubstantial claim - Interpretationown data
This indicates differential regulation at the posttranscriptional level.
“indicating differential regulation at the posttranscriptional level.”
Quote in the paperSubstantial claim - Interpretationreasoning
The study proposes a methylation-sensitive PU.1 network as an indispensable and common feature of myeloid leukemia.
“and proposes a methylation-sensitive PU.1 network as an indispensable and common feature of myeloid leukemia.”
Quote in the paperSubstantial claim - Interpretationown data
Cux1 is a mutational hot spot in Tet2 and PU.1-deficient HSPCs.
“the high occurrence of defined loss-of-function mutations in our compound mutant mice suggests this gene as a mutational hot spot in Tet2 and PU.1-deficient HSPCs.”
Quote in the paperNot a substantial claim - Interpretationown data
This suggests compromised gene regulation of PU.1.
“suggesting compromised gene regulation of the TF.”
Quote in the paperNot a substantial claim - Interpretationown data
This reduced PU.1 expression was attributed to epigenetic inactivation in at least some animals.
“which we attributed to epigenetic inactivation in at least some of the animals.”
Quote in the paperNot a substantial claim - Interpretationreasoning
This suggests a role for RUNX1 in activation of these loci.
“which suggests a role for RUNX1 in the activation of these loci”
Quote in the paperSubstantial claim - Interpretationreasoning
The study provides proof of concept that PU.1 and TET2 cooperate in sustaining appropriate leukemia suppressive gene-expression programs.
“Our study provides proof of concept that PU.1 and TET2 cooperate in sustaining appropriate leukemia suppressive gene-expression programs”
Quote in the paperSubstantial claim - Interpretationown data
PU.1 also safeguards HSPCs in the context of loss-of-function mutations in TET2.
“Here we found that PU.1 also safeguards HSPCs in the context of loss-of-function mutations in the DNA demethylating enzyme TET2.”
Quote in the paperSubstantial claim - Interpretationcitation
The study provided a core network of epigenetically inactivated genes commonly inhibited by the transcriptional repressor ETV6-RUNX1 fusion oncogene.
“Our study provided a core network of epigenetically inactivated genes commonly inhibited by the transcriptional repressor ETV6–RUNX1 fusion oncogene (57)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [57] Starkova, 2007, The identification of (ETV6)/RUNX1-regulated genes in lymphopoiesis using histone deacetylase inhibitors in ETV6/RUNX1-positive lymphoid leukemic cells, Clin Cancer Res source
- May combine two claims. 39
- Classified as probably not a substantial claim. 32
- The quote only partly states this claim. 1
May combine two claims.
PremisecitationLoss of Tet2 increases hematopoietic stem cell self-renewal while progressively decreasing their ability to undergo differentiation commitment, yet is insufficient to drive leukemogenesis.
“For instance, loss of Tet2 increases hematopoietic stem cell (HSC) self-renewal while progressively decreasing their ability to undergo differentiation commitment, yet is insufficient to drive leukemogenesis (17).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [17] Moran-Crusio, 2011, Tet2 loss leads to increased hematopoietic stem cell self-renewal and myeloid transformation, Cancer Cell source
The Results sections on HSC self-renewal and progressive defects in hematopoiesis support increased self-renewal and impaired differentiation after Tet2 loss, though they do not establish a progressively declining ability to commit to differentiation specifically. The Results section on CMML-like disease reports that Tet2-deficient mice developed myeloproliferative disease, so the unqualified assertion that Tet2 loss is insufficient to drive leukemogenesis is not supported. (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationCombined loss of Tet2 and Dnmt3A or presence of AML-associated gene lesions impairing myeloid cell maturation triggers malignant transformation of Tet2-deficient mouse HSC.
“Only combined loss of Tet2 and Dnmt3A (18) or presence of AML-associated gene lesions impairing myeloid cell maturation triggers malignant transformation of Tet2-deficient mouse HSC (13).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [13] Shih, 2015, Mutational cooperativity linked to combinatorial epigenetic gain of function in acute myeloid leukemia, Cancer Cell source
The Results sections on Tet2 loss with Flt3ITD report AML in double-mutant mice, altered differentiation, and leukemia-initiating activity in LSK cells. The paper identifies the self-renewing leukemia-initiating population more specifically as multipotent progenitors, not long-term HSCs, and tests Flt3ITD rather than AML-associated lesions generally. The separate Tet2–Dnmt3A clause is attached to a different citation. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites [18] Zhang, 2016, DNMT3A and TET2 compete and cooperate to repress lineage-specific transcription factors in hematopoietic stem cells, Nat Genet source
The Results section reports that combined Dnmt3a and Tet2 loss produced earlier hematologic disease and a synergistic increase in malignancies, supporting the combined-loss part of the claim. But the paper does not establish that combined loss is the only route to malignant transformation; its Introduction also describes malignancies associated with loss of either gene. The AML-associated-lesions clause is attached to a different citation and is not judged here. Page numbers were not supplied. (LLM, conf=0.83)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationPU.1 is an ETS transcription factor essential for hematopoietic multilineage commitment and differentiation.
“an E26-erythroblast transformation-specific (ETS) transcription factor essential for hematopoietic multilineage commitment and differentiation (23).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [23] Iwasaki, 2005, Distinctive and indispensable roles of PU.1 in maintenance of hematopoietic stem cells and their differentiation, Blood source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationPU.1 acts in a highly dose- and context-specific manner as a master transcription factor governing hematopoiesis, but also contributes to leukemogenesis if perturbed.
“Past work has demonstrated that PU.1 acts in a highly dose- and context-specific manner as a master transcription factor governing hematopoiesis, but also contributes to leukemogenesis if perturbed.”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [24] Scott, 1994, Requirement of transcription factor PU.1 in the development of multiple hematopoietic lineages, Science source
- cites [25] Rosenbauer, 2004, Acute myeloid leukemia induced by graded reduction of a lineage-specific transcription factor, PU.1, Nat Genet source
- cites [26] Staber, 2013, Sustained PU.1 levels balance cell-cycle regulators to prevent exhaustion of adult hematopoietic stem cells, Mol Cell source
May combine two claims.
FindingcitationUREHET, Tet2HET and Tet2KO single mutant mice develop a late-onset myeloproliferative phenotype.
“both of the latter develop a late-onset myeloproliferative phenotype (Supplementary Fig. S2B–S2I; refs. 13, 17).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [13] Shih, 2015, Mutational cooperativity linked to combinatorial epigenetic gain of function in acute myeloid leukemia, Cancer Cell source
The Results section (page unavailable) reports that some Tet2 knockout mice died after more than a year from progressive myeloproliferative neoplasms, supporting a late-onset phenotype in that single-mutant group. The Introduction also says Tet2 mutant mice develop chronic myeloproliferative disease, but the copy does not establish this phenotype specifically for Tet2HET single mutants or address UREHET mice. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [17] Moran-Crusio, 2011, Tet2 loss leads to increased hematopoietic stem cell self-renewal and myeloid transformation, Cancer Cell source
May combine two claims.
Findingown dataDonor cells from control UREHET BM showed low engraftment (1.5%-2.3%), whereas Tet2-deficient cells exhibited slightly higher donor cell chimerism (9.45%-53.5% and 6.52%-98.3% for Tet2HET and Tet2KO cells, respectively).
“Donor cells from control UREHET BM showed low engraftment (1.5%–2.3%), whereas Tet2-deficient cells exhibited slightly higher donor cell chimerism (9.45%–53.5% and 6.52%–98.3% for Tet2HET and Tet2KO cells, respectively; Supplementary Fig. S4A and S4B), consistent with previous reports (17).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [17] Moran-Crusio, 2011, Tet2 loss leads to increased hematopoietic stem cell self-renewal and myeloid transformation, Cancer Cell source
May combine two claims.
FindingcitationCompound mutant cells exhibited greater serial colony-forming activity than Tet2KO cells, which showed extended serial replating activity.
“Compound mutant cells also exhibited greater serial colony-forming activity than Tet2KO cells, which showed extended serial replating activity, in line with past reports (17, 32).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [17] Moran-Crusio, 2011, Tet2 loss leads to increased hematopoietic stem cell self-renewal and myeloid transformation, Cancer Cell source
- cites [32] Rasmussen, 2015, Loss of TET2 in hematopoietic cells leads to DNA hypermethylation of active enhancers and induction of leukemogenesis, Genes Dev source
In Results, under “Loss of Tet2 and AML1-ETO (AE) expression collaborate to induce AML” (page unavailable), the paper reports that cells combining Tet2 loss with AE expression had dramatically and persistently more colonies than cells with Tet2 loss alone. It describes the Tet2-loss-only cells as having low basal colony-forming capacity, however, rather than establishing the claimed extended serial replating activity for those cells. (LLM, conf=0.82)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationMany transcription factors, including several ETS family members, display reduced binding affinities to DNA motifs containing methylated cytosine residues.
“Although many TF, including several members of the ETS family, display reduced binding affinities to DNA motifs containing methylated cytosine residues (44)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [44] Yin, 2017, Impact of cytosine methylation on DNA binding specificities of human transcription factors, Science source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationARCH-associated mutations leading to perturbation of key regulators of DNA methylation, such as TET2 and DNMT3A, alter DNA methylation in a highly locus-specific fashion.
“Past work has demonstrated that ARCH-associated mutations leading to perturbation of key regulators of DNA methylation, such as TET2 and DNMT3A, alter DNA methylation in a highly locus-specific fashion (18, 45).”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [18] Zhang, 2016, DNMT3A and TET2 compete and cooperate to repress lineage-specific transcription factors in hematopoietic stem cells, Nat Genet source
The Introduction says DNMT3A and TET2 mutations are common in age-associated clonal hematopoiesis. The Results (‘DNMT3A and TET2 maintain DNA methylation in HSCs’; page unavailable) identify genotype-specific differentially methylated regions, supporting locus-specific effects. However, those methylation results come from knockout mouse HSCs, not from cells carrying ARCH-associated mutations. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites [45] Kaasinen, 2019, Impact of constitutional TET2 haploinsufficiency on molecular and clinical phenotype in humans, Nat Commun source
The Results (Blood DNA methylation; page not provided) show that TET2 and DNMT3A mutations produce methylation changes enriched at particular regulatory regions, supporting the locus-specific point. But the studied carriers had germline mutations; these results do not directly establish the same pattern for acquired ARCH-associated mutations. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPU.1 mRNA levels moderately decline in aging HSCs.
“PU.1 mRNA levels moderately decline aging HSCs (27).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [27] Will, 2015, Minimal PU.1 reduction induces a preleukemic state and promotes development of acute myeloid leukemia, Nat Med source
Classified as probably not a substantial claim.
PremisecitationPU.1 establishes gene-expression programs through binding and engagement of cell-type-specific enhancers.
“PU.1 establishes gene-expression programs, particularly through binding and engagement of cell-type–specific enhancers (35).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [35] Gupta, 2009, PU.1 and partners: regulation of haematopoietic stem cell fate in normal and malignant haematopoiesis, J Cell Mol Med source
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationPU.1 can physically interact with the myeloid master transcription factor.
“which can physically interact with the myeloid master transcription factor (TF; Supplementary Fig. S5K and S5L; ref. 34).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [34] Lio, 2016, Tet2 and Tet3 cooperate with B-lineage transcription factors to regulate DNA modification and chromatin accessibility, eLife source
The Results section (‘Functional and physical interaction between TET proteins and E2A/PU.1’; page unavailable) reports a direct interaction between TET2 and PU.1. The Discussion identifies PU.1 as a key transcription factor in the myeloid lineage. The paper does not establish the claim as phrased—that PU.1 interacts with a separate myeloid master transcription factor. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationExceptions to the rule that PU.1 binding is largely unperturbed by DNA methylation have been reported.
“exceptions have been reported in the past (41).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [41] Minderjahn, 2020, Mechanisms governing the pioneering and redistribution capabilities of the non-classical pioneer PU.1, Nat Commun source
Classified as probably not a substantial claim.
PremisecitationSites with aberrant DNA methylation in TET2 or DNMT3A mutant cells are enriched for several key hematopoiesis-regulating transcription factors, including PU.1.
“Sites with aberrant DNA methylation in TET2 or DNMT3A mutant cells are enriched for several key hematopoiesis regulating TF, including PU.1 (28, 45)”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [28] Tulstrup, 2021, TET2 mutations are associated with hypermethylation at key regulatory enhancers in normal and malignant hematopoiesis, Nat Commun source
The Results section (‘TET2-associated hypermethylation co-localizes with specific transcription factor motifs’; page unavailable) reports enrichment of hematopoietic transcription-factor motifs, including SPI1 (PU.1), near TET2-associated hypermethylation in CHIP and CCUS. It does not report the same enrichment for DNMT3A-mutant cells, so the DNMT3A portion is unsupported by this paper. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [45] Kaasinen, 2019, Impact of constitutional TET2 haploinsufficiency on molecular and clinical phenotype in humans, Nat Commun source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAdults and patients with myeloid malignancies typically lack the ETV6-RUNX1 oncogene.
“in line with clinical observations of adults and patients with myeloid malignancies typically lacking this oncogene (43).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [43] Cancer Genome Atlas Research N, 2013, Genomic and epigenomic landscapes of adult de novo acute myeloid leukemia, N Engl J Med source
The Results > Gene Fusions section reports that 99 of 179 adult de novo AML samples had no detected gene fusion, so those samples lacked ETV6-RUNX1. The paper does not specifically discuss ETV6-RUNX1 or establish its prevalence across adults generally or across other myeloid malignancies. No page number is available in our copy. (LLM, conf=0.78)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationAltered DNA methylation is prevalent in the elderly, as observed in ARCH, which often precedes AML.
“Altered DNA methylation is prevalent in the elderly, such as observed and well characterized in ARCH (28), which often precedes AML (5).”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [28] Tulstrup, 2021, TET2 mutations are associated with hypermethylation at key regulatory enhancers in normal and malignant hematopoiesis, Nat Commun source
The Introduction and Results describe TET2-associated DNA hypermethylation in elderly people with CHIP, supporting the ARCH example. The source does not establish that altered DNA methylation is prevalent among elderly people generally. The separate claim that ARCH often precedes AML is attached to citation (5), not this source. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites [5] Jan, 2012, Clonal evolution of preleukemic hematopoietic stem cells precedes human acute myeloid leukemia, Sci Transl Med source
The Results and Discussion (pages unavailable in our copy) identify pre-leukemic stem-cell clones in five of six selected patients with AML, supporting the idea that clonal changes can precede AML. The paper does not establish that ARCH often progresses to AML; it studies people who already have AML, not the subsequent AML risk of people with ARCH. The elderly methylation claim is attached to citation (28), not this source. (LLM, conf=0.87)
Experimental — accuracy not yet measured
May combine two claims.
InterpretationcitationDespite moderately reduced PU.1 mRNA levels, its broader transcriptional network appears intact.
“Despite moderately reduced PU.1 mRNA levels, its broader transcriptional network appears intact, in line with the essentiality of the transcription factor in maintaining normal and malignant hematopoiesis (20, 22, 23, 46, 48).”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [20] Mizuki, 2003, Suppression of myeloid transcription factors and induction of STAT response genes by AML-specific Flt3 mutations, Blood source
- cites [22] Mueller, 2006, ATRA resolves the differentiation block in t(15;17) acute myeloid leukemia by restoring PU.1 expression, Blood source
The Results report approximately half as much PU.1 RNA in t(15;17) AML samples as in AML-M2 and AML-M4 samples, although the difference was not statistically significant. The Discussion describes PU.1 as crucial to normal myeloid development and implicated in leukemia. The paper does not show that the broader PU.1 transcriptional network remains intact; its Results instead report loss of binding activity at a PU.1 target site in one APL cell line. Page numbers were not available in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [23] Iwasaki, 2005, Distinctive and indispensable roles of PU.1 in maintenance of hematopoietic stem cells and their differentiation, Blood source
The Discussion reports that PU.1 is necessary to maintain the normal HSC pool and links reduced PU.1 expression to AML development. It does not establish that PU.1 is essential for maintaining malignant hematopoiesis. The preceding observation about moderately reduced mRNA and an intact transcriptional network appears to be the citing authors’ own finding, not a finding attributed to this source. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationIn mice, loss of Tet2 triggers a late-onset myeloproliferative disease with penetrance inversely correlated with residual Tet2 gene dosage.
“In mice, loss of Tet2 triggers a late-onset myeloproliferative disease with penetrance inversely correlated with residual Tet2 gene dosage (17).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [17] Moran-Crusio, 2011, Tet2 loss leads to increased hematopoietic stem cell self-renewal and myeloid transformation, Cancer Cell source
The Results section, “Tet2 deficient animals develop CMML-like disease” (page unavailable), reports progressive myeloproliferation in mice, with approximately all Tet2−/− mice showing significant splenomegaly by week 20. The Results section on Tet2 haploinsufficiency (page unavailable) reports dose-dependent effects on hematopoiesis and myeloid transformation, but does not establish that disease penetrance is inversely correlated with residual Tet2 gene dosage. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPU.1 and RUNX1 jointly exclude transcriptional corepressors from multiprotein complexes driving expression of key myeloid genes.
“consistent with the known function of PU.1 and RUNX1 to jointly exclude transcriptional corepressors from multiprotein complexes driving the expression of key myeloid genes (58).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [58] Gu, 2014, Runx1 regulation of Pu.1 corepressor/coactivator exchange identifies specific molecular targets for leukemia differentiation therapy, J Biol Chem source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationUpon DNA recruitment, Tet2 provides a hub for subsequent lineage-instructing transcription factor binding at cell type-specific enhancers residing in open chromatin.
“Upon DNA recruitment, Tet2 also provides a hub for subsequent lineage-instructing transcription factor binding at cell type–specific enhancers residing in open chromatin (52).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [52] Rasmussen, 2019, TET2 binding to enhancers facilitates transcription factor recruitment in hematopoietic cells, Genome Res source
The Results sections on TET2 binding show that it occupies open, cell-type-specific regulatory regions with enhancer features and motifs for master transcription factors. The Discussion supports a model in which TET2 shapes chromatin to permit transcription-factor binding, but it does not establish that TET2 acts as a physical hub or demonstrate the claimed sequence of subsequent binding. Page numbers were not available in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPerturbed PU.1 gene regulation and impaired expression drives malignant transformation of mismatch-repair-deficient HSCs.
“We previously uncovered that perturbed PU.1 gene regulation and impaired expression drives malignant transformation of mismatch-repair–deficient HSCs (27)”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [27] Will, 2015, Minimal PU.1 reduction induces a preleukemic state and promotes development of acute myeloid leukemia, Nat Med source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPU.1 is inhibited in most patients with AML through various molecular pathways.
“PU.1 is also inhibited in most patients with AML through various molecular pathways (19, 20, 22, 46, 47).”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites [19] Vangala, 2003, The myeloid master regulator transcription factor PU.1 is inactivated by AML1-ETO in t(8;21) myeloid leukemia, Blood source
- cites [20] Mizuki, 2003, Suppression of myeloid transcription factors and induction of STAT response genes by AML-specific Flt3 mutations, Blood source
- cites [22] Mueller, 2006, ATRA resolves the differentiation block in t(15;17) acute myeloid leukemia by restoring PU.1 expression, Blood source
The Discussion reports PU.1 suppression in acute promyelocytic leukemia (APL) and mentions PU.1 mutations in patients with other AML subtypes. It does not establish that PU.1 is inhibited in most patients with AML; the Results found a nonsignificant difference in PU.1 RNA between the t(15;17) group and two other AML groups. (LLM, conf=0.87)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPU.1 has a known tumor-suppressive function in myeloid malignancies.
“consistent with the known tumor-suppressive function of PU.1 in myeloid malignancies (25, 27).”
Quote in the paperNot a substantial claim1 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationTET2-mutant immature and myeloid cells present with hypermethylation of active enhancers and perturbed TF activity.
“Consistently, TET2-mutant immature and myeloid cells present with hypermethylation of active enhancers and perturbed TF activity (28, 32, 53).”
Quote in the paperNot a substantial claim3 of 3 sources checked- cites [28] Tulstrup, 2021, TET2 mutations are associated with hypermethylation at key regulatory enhancers in normal and malignant hematopoiesis, Nat Commun source
The Results sections on chromatin states and AML report TET2-associated hypermethylation at monocyte and hematopoietic stem-cell enhancers. The transcription-factor analysis finds enriched binding motifs and suggests a link to transcription-factor recruitment, but does not establish that transcription-factor activity is perturbed. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [32] Rasmussen, 2015, Loss of TET2 in hematopoietic cells leads to DNA hypermethylation of active enhancers and induction of leukemogenesis, Genes Dev source
The Results section on GMP and AML cells reports enhancer hypermethylation after TET2 disruption, including in human TET2-mutant AML. The Results section on enhancer activity also reports altered nearby gene expression and enrichment of transcription-factor binding motifs, but it does not establish perturbed transcription-factor activity itself. Page numbers are unavailable in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [53] Figueroa, 2010, Leukemic IDH1 and IDH2 mutations result in a hypermethylation phenotype, disrupt TET2 function, and impair hematopoietic differentiation, Cancer Cell source
The Results section on TET2-mutant AMLs reports promoter hypermethylation, supporting the general hypermethylation finding, but it does not identify active enhancers as the affected sites. The Results discussion of transcription-factor binding sites suggests perturbed transcription-factor function in IDH1/2-mutant AMLs, not specifically in TET2-mutant cells. Page numbers are not available in our copy. (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
Findingown dataMoribund UREHETTet2HET and UREHETTet2KO compound mutant mice presented with splenomegaly, accompanied by elevated white blood cell counts and reduced red blood cells, compared with age-matched WT and single-gene mutant controls.
“Specifically, moribund UREHETTet2HET and UREHETTet2KO compound mutant mice presented with splenomegaly (Fig. 2B), accompanied by elevated white blood cell counts (WBC) and reduced red blood cells (RBCs), in comparison with age-matched WT and single-gene mutant (UREHET, Tet2HET, and Tet2KO) control animals (Fig. 2C and D).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCompound mutant mice exhibited an accumulation of differentiation-impaired blast cells in the peripheral blood, bone marrow, and spleen, staining positive for myeloperoxidase, and disrupting the tissue architecture of these hematopoietic organs, in contrast to control mice.
“Compound mutant mice exhibited an accumulation of differentiation-impaired blast cells in the peripheral blood, bone marrow, and spleen, staining positive for the myeloid marker myeloperoxidase (MPO), and disrupting the tissue architecture of these hematopoietic organs, in contrast to control mice (Fig. 2E and F; Supplementary Fig. S2B–S2D).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataTransplantation of total bone marrow cells and purified HSPC-enriched cKit+ cells from compound mutant donors was followed by moribund states of the recipients within 4 to 13.5 weeks (TBM: 4-13.5 weeks, cKit+ cells: 4-9 weeks).
“In contrast, transplantation of total bone marrow (TBM) cells and purified HSPC-enriched cKit+ cells from compound mutant donors was followed by moribund states of the recipients within 4 to 13.5 weeks (TBM: 4–13.5 weeks, cKit+ cells: 4–9 weeks; Fig. 3F; Supplementary Fig. S4C).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataUREHETTet2KO showed a minor decrease in the abundance of phenotypical immature CD4− CD8a− B220− cKit+ cells in the bone marrow and a concomitant 3-fold (P < 0.001) expansion in the spleen, compared with WT controls.
“Albeit UREHETTet2KO showed a minor decrease in the abundance of phenotypical immature CD4− CD8a− B220− cKit+ cells in the bone marrow (Supplementary Fig. S1M–S1O) and a concomitant 3-fold (P < 0.001) expansion in the spleen (Supplementary Fig. S1M and S1N and S1P), compared with WT controls.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataApproximately half (42.9% for UREHETTet2HET and 50% for UREHETTet2KO) of the mice harbored leukemic blasts hallmarked by immature cell morphology and a dominant cKit-expressing cell population with high Gr-1 antigen presentation in the bone marrow and spleen (immature AML); the remainder presented with blast cells showing some degree of myeloid differentiation (metamyelocyte-like cell morphology,
“Approximately half (42.9% for UREHETTet2HET and 50% for UREHETTet2KO) of the mice harbored leukemic blasts hallmarked by immature cell morphology and a dominant cKit-expressing cell population with high Gr-1 antigen presentation in the bone marrow and spleen (classified further as immature AML); the remainder presented with blast cells showing some degree of myeloid differentiation (metamyelocyte”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataRNA-sequencing of HSPCs from leukemic mice mirrored this morphologic heterogeneity; PCA showed a similar heterogeneity of the compound mutant cells, with HSPCs from mice with a mature AML phenotype more closely related with WT control-derived cells of the same immunophenotype.
“RNA-sequencing of HSPCs from leukemic mice (Fig. 4C and D) mirrored this morphologic heterogeneity; compared with phenotypical control cells from control animals, principal component analysis (PCA) showed a similar heterogeneity of the compound mutant cells, with HSPCs from mice with a mature AML phenotype more closely related with WT control-derived cells of the same immunophenotype (Fig. 4E).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSome leukemic compound mutant mice showed PU.1 mRNA expression similar to parental control mice (PU.1High), while others exhibited a decrease in expression of the transcription factor (PU.1Low) in comparison with control-derived cells of the same immunophenotype.
“Although some of the leukemic compound mutant mice showed PU.1 mRNA expression similar to parental control mice (PU.1High), others exhibited a decrease in expression of the transcription factor (PU.1Low) in comparison with control-derived cells of the same immunophenotype (Supplementary Fig. S5C).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCompound mutant mice presented with blast cell phenotypes of varying morphology regardless of the underlying genotype which was reminiscent of human AML, and distinct from the previously reported UREKO myeloid malignancy which presents with early-onset AML homogenously hallmarked by the expansion of myeloblast-like cells.
“Compound mutant mice presented with blast cell phenotypes of varying morphology regardless of the underlying genotype which was reminiscent of human AML, and distinct from the previously reported UREKO myeloid malignancy which presents with early-onset AML homogenously hallmarked by the expansion of myeloblast-like cells (25).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [25] Rosenbauer, 2004, Acute myeloid leukemia induced by graded reduction of a lineage-specific transcription factor, PU.1, Nat Genet source
May combine two claims.
Findingown dataCompound mutant mice presented with normal blood cell counts in the periphery and showed no overt pathology in primary or secondary sites of hematopoiesis.
“Compound mutant mice presented with normal blood cell counts in the periphery (Supplementary Fig. S1G and S1H) and showed no overt pathology in primary or secondary sites of hematopoiesis (Supplementary Fig. S1I–S1L).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataBone marrow cells from compound mutant mice harbored a comparable number of colony-initiating progenitors in primary colony-forming assays, albeit lacking multipotent and erythroid potential.
“Compared with single-gene mutant cells, bone marrow cells from compound mutant mice harbored a comparable number of colony-initiating progenitors in primary colony-forming assays, albeit lacking multipotent and erythroid potential (Fig. 3A; Supplementary Fig. S3A).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOnly a minor fraction of the compound mutant cells gave rise to colonies lacking morphologic features of myeloid cell maturation in the first plating; these blastlike colonies gradually became the dominant type upon serial replating.
“Although only a minor fraction of the compound mutant cells gave rise to colonies lacking morphologic features of myeloid cell maturation in the first plating, these blastlike colonies gradually became the dominant type upon serial replating (Fig. 3A and B; Supplementary Fig. S3B).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataNetwork perturbations affected pathways involved in myeloid cell function, macrophage-mediated inflammatory response, innate immune system function, cell fate commitment and maturation, and leukemia.
“these network perturbations affected pathways involved in myeloid cell function, macrophage-mediated inflammatory response, innate immune system function, cell fate commitment and maturation, and leukemia”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSome leukemic UREHETTet2KO LSK cells had further reduced mRNA levels (AML; 84% ± 2% reduction of Young), which was inconsistent with PU.1 protein abundance, found not markedly changed in healthy, aged compound mutant mice.
“we detected further reduced mRNA levels in some leukemic UREHETTet2KO LSK cells (AML; 84% ± 2% reduction, of Young; Fig. 4I), which was inconsistent with PU.1 protein abundance, found not markedly changed in healthy, aged compound mutant mice (Supplementary Fig. S5E).”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataNonleukemic mice shared most regulatory element patterns defining the epigenome of immature cells and progenitors and mature cells of most hematopoietic lineages, with only about one-third overlap with erythroid and mature CD8a+, CD4+ T cells and natural killer cells.
“Hierarchical clustering of all differential chromatin peaks that correspond to differentially expressed eRNAs (cCRE) further showed that nonleukemic mice shared most of the regulatory element patterns defining the epigenome of immature cells (HPC-7 and LSK cells) and progenitors and mature cells of most hematopoietic lineages”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataHOMER motif analysis revealed several variations of an ETS motif composed of a core PU box (NN GGAAGT) along with cytosine compositions (CA and CC) at the NN position as top ranking and strongly enriched DNA-binding motifs within ETV6-RUNX1 gene set-regulating cCRE, as well as all closed chromatin cCRE compared with WT controls.
“HOMER motif analysis of cCRE sequences in chromatin with reduced accessibility in compound mutant leukemic HSPC revealed several variations of an ETS motif composed of a core PU box (NN GGAAGT) along with cytosine compositions (CA and CC) at the NN position as top ranking and strongly enriched DNA-binding motifs”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataClose to 90% of cCREs localized in closed chromatin in compound mutant leukemic HSPCs overlapped with PU.1 and/or Tet2 occupancy, whereas less than half of cCREs within loci with increased accessibility are bound by either regulator.
“Intersection with PU.1 and Tet2 ChIP-seq data uncovered that close to 90% of the cCREs localized in the closed chromatin section in compound mutant leukemic HSPCs overlapped with PU.1 and/or Tet2 occupancy, whereas less than half of cCREs within loci with increased accessibility are bound by either regulator”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataComparative pathway analyses of human healthy ARCH HSCs and leukemic stem cells showed significant alterations in this gene set exclusively in TET2mut leukemic HSPCs and dissimilar alterations in canonical pathways and upstream regulators between compound mutant mice and human healthy ARCH HSCs, including in the ETV6-RUNX1 signature.
“Comparative pathway analyses of human healthy ARCH HSCs and leukemic stem cells further showed significant alterations in this gene set exclusively in TET2mut leukemic HSPCs (Fig. 1D) and dissimilar alterations in canonical pathways and upstream regulators between our compound mutant mice and human healthy ARCH HSCs”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMutational analysis of transplantable leukemic HSPCs did not reveal any prevalent AML driver mutations, but uncovered highly recurrent and defined nonsense insertion mutations in Cux1 at subclonal levels.
“Mutational analysis of transplantable leukemic HSPCs did not reveal any prevalent AML driver mutations, but uncovered highly recurrent and defined nonsense insertion mutations in Cux1 at subclonal levels.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCompound mutant mice lacking one copy of the PU.1 URE, along with either heterozygous or homozygous deletion of Tet2, developed aggressive AML hallmarked by splenomegaly, anemia, leukocytosis, and accumulation of differentiation-impaired blast cell populations with varying phenotypes.
“Compound mutant mice lacking one copy of the PU.1 URE, along with either heterozygous or homozygous deletion of Tet2, developed aggressive AML hallmarked by splenomegaly, anemia, leukocytosis, and the accumulation of differentiation-impaired blast cell populations with varying phenotypes.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataExpression levels of PU.1 are comparable in aged HSCs with and without ARCH mutations; they appear to drop moderately in LSCs.
“Using published data sets, we found that expression levels of the hematopoietic master regulator are comparable in aged HSCs with and without ARCH mutations; yet they appear to drop moderately in LSCs”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOnly a fraction of PU.1-controlled enhancers had aberrant gain of accessibility and activity, in contrast to remarkable enrichment of PU.1-associated enhancers in aberrantly closed chromatin.
“In contrast to the remarkable enrichment of PU.1-associated enhancers in aberrantly closed chromatin, we found only a fraction of PU.1-controlled enhancers with an aberrant gain of accessibility and activity.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA lack of PU.1 is incompatible with multilineage hematopoiesis.
“Although a lack of PU.1 is incompatible with multilineage hematopoiesis (24)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [24] Scott, 1994, Requirement of transcription factor PU.1 in the development of multiple hematopoietic lineages, Science source
May combine two claims.
PremisecitationHomozygous deletion of the −14 kb URE of PU.1 (resulting in 80% reduced PU.1 mRNA expression) in mouse hematopoietic stem and progenitor cells allows for multilineage differentiation, but leads to an early-onset fully penetrant leukemia or lymphoma phenotype.
“homozygous deletion of a critical upstream regulatory element (−14 kb UREΔ/Δ) of PU.1 (resulting in 80% reduced PU.1 mRNA expression) in mouse hematopoietic stem and progenitor cells allows for multilineage differentiation, but leads to an early-onset fully penetrant leukemia or lymphoma phenotype (25).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [25] Rosenbauer, 2004, Acute myeloid leukemia induced by graded reduction of a lineage-specific transcription factor, PU.1, Nat Genet source
May combine two claims.
Interpretationown dataCompound mutant phenotypic HSPCs harbor cell-autonomous defects resulting in enhanced self-renewal, impaired myeloid differentiation, and leukemia-initiating capacity.
“These data demonstrate that compound mutant phenotypic HSPCs harbor cell-autonomous defects resulting in enhanced self-renewal, impaired myeloid differentiation, and leukemia-initiating capacity.”
Quote in the paperSubstantial claim- Rests on an assumption: The compound mutant mouse model (URE deletion plus Tet2 deficiency) recapitulates human Tet2-deficient ARCH/AML and PU.1 deregulation.
May combine two claims.
Interpretationown dataPU.1 mRNA levels may decline moderately upon leukemic transformation, but its global network activity is preserved at the stem cell level.
“These observations suggested that albeit PU.1 mRNA levels may decline moderately upon leukemic transformation, its global network activity is preserved at the stem cell level.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe observed alterations in PU.1 mRNA and protein levels in compound mutant mice are to a certain extent reflective of the underlying cellular differentiation state, and not a sole feature of their malignant state.
“This strongly suggests that the observed alterations in PU.1 mRNA and protein levels in compound mutant mice are to a certain extent reflective of the underlying cellular differentiation state (also observed at the global gene-expression level; Supplementary Tables S4 and S5), and not a sole feature of their malignant state.”
Quote in the paperSubstantial claim- Rests on an assumption: PU.1 mRNA and protein abundance reflect functional PU.1 activity in HSPCs.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe ETV6-RUNX1 translocation fuses the N terminus of ETV6 to nearly full-length RUNX1, retaining the RUNX1 DNA-binding domain and turning the oncogenic TF into a repressor via ETV6-mediated recruitment of corepressors and epigenetic modifiers.
“The translocation fuses the N terminus of the ETS family member ETV6 (TEL) to nearly full-length RUNX1 (AML1), retaining the DNA-binding domain of RUNX1 (Runt) and turning the oncogenic TF into a repressor via ETV6-mediated recruitment of transcriptional corepressors (NCOR or SIN3A) and epigenetic modifiers (HDAC; ref. 42).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [42] Hiebert, 1996, The t(12;21) translocation converts AML-1B from an activator to a repressor of transcription, Mol Cell Biol source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationLower PU.1 protein abundance results in enhanced granulocytic lineage differentiation.
“which is consistent with lower PU.1 protein abundance resulting in enhanced granulocytic lineage differentiation (33).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [33] Dahl, 2003, Regulation of macrophage and neutrophil cell fates by the PU.1:C/EBPalpha ratio and granulocyte colony-stimulating factor, Nat Immunol source
May combine two claims.
Interpretationown dataReduced PU.1 mRNA expression can occur in aging compound mutant mice in the absence of alterations at the protein level, and is compatible with a nonleukemic state.
“Together, this strongly suggests that reduced PU.1 mRNA expression can occur in aging compound mutant mice in the absence of alterations at the protein level, and is compatible with a nonleukemic state.”
Quote in the paperSubstantial claim- Rests on an assumption: PU.1 mRNA and protein abundance reflect functional PU.1 activity in HSPCs.
- Rests on an assumption: Aged compound mutant mice that do not develop AML represent a nonleukemic/healthy clonal hematopoiesis state.
Classified as probably not a substantial claim.
Study design and conductown dataRegions with significant differential methylation across comparison groups were determined via the Fisher exact test and corrected for multiple comparisons with the Benjamini-Hochberg procedure.
“Regions with significant differential methylation across comparison groups were determined via the Fisher exact test on the numbers of methylated/unmethylated bases and corrected for multiple comparisons with the Benjamini–Hochberg procedure.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenRNA quantity and quality were assessed using a NanoDrop 1000 full-spectrum spectrophotometer and a 2100 Bioanalyzer device.
“RNA quantity and quality were assessed using a NanoDrop 1000 full-spectrum spectrophotometer (Thermo Fisher) and 2100 Bioanalyzer (Agilent) device, respectively.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataPost-sort enrichment of bead-sorted BM cells was quantified by FACS analysis.
“post-sort enrichment was quantified by FACS analysis (using the anti-CD117-PE antibody, Miltenyi #130-091-730).”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataModerate perturbation of PU.1 gene regulation through deletion of an URE critical for high expression of PU.1 in HSCs and differentiating myeloid cells causes malignant transformation of Tet2-deficient HSPC, whereas it is not sufficient to induce malignancy in Tet2 WT cells.
“Here, we uncovered that moderate perturbation of PU.1 gene regulation through deletion of an URE critical for high expression of PU.1 in HSCs and differentiating myeloid cells (54) causes malignant transformation of Tet2-deficient HSPC, whereas not sufficient to induce malignancy in Tet2 WT cells.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [54] Li, 2001, Regulation of the PU.1 gene by distal elements, Blood source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenFor real-time PCR, triplicate samples and six serial dilutions of standards were prepared for each target gene.
“Triplicate samples and six serial dilutions of standards were prepared for each target gene.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenSample sizes were not based on formal power calculations to detect prespecified effect sizes.
“Sample sizes chosen are indicated in the individual figure legends and were not based on formal power calculations to detect prespecified effect sizes.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationCUX1-inactivating mutations are frequently found in human myeloid malignancies and associated with poor survival and trigger an MDS/MPN phenotype in mice.
“CUX1-inactivating mutations are frequently found in human myeloid malignancies and associated with poor survival and trigger an MDS/MPN phenotype in mice (56).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [56] An, 2018, Gene dosage effect of CUX1 in a murine model disrupts HSC homeostasis and controls the severity and mortality of MDS, Blood source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenFACS-purified cKit+ cells with high viability (>90%) were used for Omni-ATAC-seq.
“FACS-purified, high viability (>90%) cKit+ cells were used.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenDuplicate reads were marked before methylation calls in bisulfite-seq analysis.
“Duplicate reads were marked (picard-tools v1.92) before methylation calls.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenInvestigators were not blinded to genotype group allocations.
“Investigators were not blinded to genotype group allocations.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenMultiple-testing-adjusted P values are reported.
“Multiple-testing–adjusted P values are reported.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenHigh-quality RNA (RNA integrity number ≥8) was prepared and sent for library construction and sequencing.
“high-quality RNA (RNA integrity number ≥8) was prepared and sent for library construction and 100 bp, paired-end, Illumina-HiSeq 2500/4000 sequencing to the Beijing Genomics Institute (BGI) Group.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
The compound mutant mouse model (URE deletion plus Tet2 deficiency) recapitulates human Tet2-deficient ARCH/AML and PU.1 deregulation.
“To model PU.1 mRNA expression impairment in the context of Tet2 deficiency, we used mice with deletion of an enhancer element (the −14 kb URE) in the PU.1-encoding Sfpi1 gene governing appropriate PU.1 regulation in HSCs and myeloid cells (25).”
The paper relies on this without support.
PU.1 mRNA and protein abundance reflect functional PU.1 activity in HSPCs.
“PU.1 mRNA and protein abundance tracked with the myeloid differentiation stage of the AML blasts.”
The paper relies on this without support.
Aged compound mutant mice that do not develop AML represent a nonleukemic/healthy clonal hematopoiesis state.
“Importantly, expression of these signature genes was preserved in compound mutant mice not developing AML upon aging, indicating that inhibition of PU.1-associated myeloid enhancers separates healthy from malignant clonal hematopoiesis.”
The paper relies on this without support.
PU.1-associated myeloid enhancers and their target genes are conserved between mouse and human.
“inhibition of a set of myeloid genes shared with human AML.”
The paper relies on this without support.
PU.1's ability to bind DNA is largely unperturbed in the context of DNA methylation.
“PU.1's ability to bind DNA is largely unperturbed in the context of DNA methylation.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Loss of PU.1 activity is closely associated with myeloid leukemia, and the PU.1 network is commonly disrupted in myeloid hematological malignancies, though PU.1 itself is rarely mutated.
“Notably, loss of PU.1 activity is closely associated with myeloid leukemia, and the PU.1 network is commonly disrupted in myeloid hematological malignancies, though PU.1 itself is rarely mutated (Will et al., 2015; Aivalioti et al., 2022).”
From PU.1 is required to restrain myelopoiesis during chronic inflammatory stress (2023) · cites this paper as Aivalioti et al., 2022
The Introduction links impaired PU.1 regulation to leukemogenesis, and the Discussion describes PU.1 inhibition in most patients with AML and a perturbed PU.1 network as a proposed common feature of myeloid leukemia. The paper does not establish that PU.1 itself is rarely mutated; the searched passages discuss mutations that affect PU.1 regulation or function, not the frequency of mutations in PU.1. (LLM, conf=0.86)
Experimental — accuracy not yet measuredLoss-of-function mutations in TET2 lead to hypermethylation at PU.1 binding sites throughout the genome, disrupting the PU.1 transcriptional network.
“Of note, recent work has shown that loss-of-function mutations in TET2, leads to hypermethylation at PU.1 binding sites throughout the genome, disrupting the PU.1 transcriptional network (Aivalioti et al., 2022).”
From PU.1 is required to restrain myelopoiesis during chronic inflammatory stress (2023) · cites this paper as Aivalioti et al., 2022
The Results (page not available) report hypermethylation at a subset of methylation-sensitive PU.1-binding motifs and reduced expression of associated genes in leukemic HSPCs. They do not show hypermethylation at PU.1 sites throughout the genome as a consequence of TET2 loss alone: the finding concerns leukemic compound-mutant cells, while healthy aged compound-mutant cells retained expression of those genes. (LLM, conf=0.90)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Conflicting control population for the Tet2KO GMP comparison
MinorThe Results describe comparing Tet2KO GMPs with wild-type LSKs, while the Figure 1F legend describes comparing them with wild-type GMPs. These are different control populations for the same dataset and analysis.
“Tet2KO GMPs (vs. wild-type LSKs; GSE27816)”
“Tet2KO GMP vs. Tet2 WT GMP (GSE27816)”
Conflicting PU.1 reductions in healthy aged UREHETTet2HET mice
MinorThe text first reports a 54% ± 5% reduction in healthy aged UREHETTet2HET mice, but later labels a 75% ± 9% reduction as the level in those healthy old mice. The stated ranges do not overlap.
“we detected a reduction in PU.1 mRNA expression levels by 54% ± 5% and 64 ± 5% in aged UREHETTet2HET and UREHETTet2KO mice, respectively”
“LSK cells maintained PU.1 mRNA expression at the level found in old mice (Healthy; 75 ± 9% reduction of Young; Fig. 4H)”
Cites
Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2
Love, M. I., Huber, W., & Anders, S. (2014) · Genome Biology · doi:10.1186/s13059-014-0550-8 · Cited by 95,106 · see citing works
NIH Image to ImageJ: 25 years of image analysis
Schneider, C. A., Rasband, W. S., & Eliceiri, K. W. (2012) · Nature Methods · doi:10.1038/nmeth.2089 · Cited by 64,638 · see citing works
Fast gapped-read alignment with Bowtie 2
Langmead, B., & Salzberg, S. L. (2012) · Nature Methods · doi:10.1038/nmeth.1923 · Cited by 56,400 · see citing works
Subramanian, A., Tamayo, P., Mootha, V. K., Mukherjee, S., Ebert, B. L., Gillette, M. A., Paulovich, A., Pomeroy, S. L., Golub, T. R., Lander, E. S., et al. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0506580102 · Cited by 53,625 · cited 1× · see citing works
“GSEA was performed using GSEA software (68).”
Heinz, S., Benner, C., Spann, N., Bertolino, E., Lin, Y. C., Laslo, P., Cheng, J. X., Murre, C., Singh, H., & Glass, C. K. (2010) · Molecular Cell · doi:10.1016/j.molcel.2010.05.004 · Cited by 13,382 · see citing works
Gene Expression Omnibus: NCBI gene expression and hybridization array data repository
Edgar, R. (2002) · Nucleic Acids Research · doi:10.1093/nar/30.1.207 · Cited by 13,288 · see citing works
Arber, D. A., Orazi, A., Hasserjian, R., Thiele, J., Borowitz, M. J., Le Beau, M. M., Bloomfield, C. D., Cazzola, M., & Vardiman, J. W. (2016) · Blood · doi:10.1182/blood-2016-03-643544 · Cited by 10,119 · cited 1× · see citing works
“AML is a molecularly and clinically highly diverse hematologic malignancy (10, 11) with increased incidence rates in the elderly (12), whose mechanisms of pathogenesis have remained incompletely resolved.”
BackgroundBismark: a flexible aligner and methylation caller for Bisulfite-Seq applications
Krueger, F., & Andrews, S. (2011) · Bioinformatics · doi:10.1093/bioinformatics/btr167 · Cited by 5,161 · see citing works
Genomic and Epigenomic Landscapes of Adult De Novo Acute Myeloid Leukemia
The Cancer Genome Atlas Research Network (2013) · New England Journal of Medicine · doi:10.1056/nejmoa1301689 · Cited by 5,078 · cited 1× · see citing works
“Yet, we did not find evidence for the presence of the ETV6–RUNX1 fusion gene in our compound mutant mice (Supplementary Table S8), in line with clinical observations of adults and patients with myeloid malignancies typically lacking this oncogene (43).”
ResultAge-related clonal hematopoiesis associated with adverse outcomes
Jaiswal, S., Fontanillas, P., Flannick, J., Manning, A., Grauman, P. V., Mar, B. G., Lindsley, R. C., Mermel, C. H., Burtt, N., Chavez, A., et al. (2014) · New England Journal of Medicine · doi:10.1056/nejmoa1408617 · Cited by 4,841 · cited 3× · see citing works
“SEPTEMBER 2022 BLOOD CANCER DISCOVERY | 445 INTRODUCTION Age-related clonal hematopoiesis (ARCH) is frequently found in elderly individuals and is characterized by the acquisition of recurrent DNA mutations in multipotent stem and progenitor cells that expand and form clones, often at low frequency (1).”
BackgroundInfluentialClonal hematopoiesis and blood-cancer risk inferred from blood DNA sequence
Genovese, G., Kähler, A. K., Handsaker, R. E., Lindberg, J., Rose, S. A., Bakhoum, S. F., Chambert, K., Mick, E., Neale, B. M., Fromer, M., et al. (2014) · New England Journal of Medicine · doi:10.1056/nejmoa1409405 · Cited by 3,531 · see citing works
Figueroa, M. E., Abdel-Wahab, O., Lu, C., Ward, P. S., Patel, J., Shih, A., Li, Y., Bhagwat, N., Vasanthakumar, A., Fernandez, H. F., et al. (2010) · Cancer Cell · doi:10.1016/j.ccr.2010.11.015 · Cited by 2,766 · cited 1× · see citing works
“SEPTEMBER 2022 BLOOD CANCER DISCOVERY | 461 present with hypermethylation of active enhancers and perturbed TF activity (28, 32, 53).”
BackgroundSelf-citationClonal hematopoiesis and risk of atherosclerotic cardiovascular disease
Jaiswal, S., Natarajan, P., Silver, A. J., Gibson, C. J., Bick, A. G., Shvartz, E., McConkey, M., Gupta, N., Gabriel, S., Ardissino, D., et al. (2017) · New England Journal of Medicine · doi:10.1056/nejmoa1701719 · Cited by 2,683 · cited 1× · see citing works
“ARCH contributes to several age-related pathologic conditions, including atherosclerosis (2), cardiovascular disease (3), vascular complications (4), and increased risk for developing hematologic malignancies (5, 6).”
BackgroundAn improved ATAC-seq protocol reduces background and enables interrogation of frozen tissues
Corces, M. R., Trevino, A. E., Hamilton, E. G., Greenside, P. G., Sinnott-Armstrong, N. A., Vesuna, S., Satpathy, A. T., Rubin, A. J., Montine, K. S., Wu, B., et al. (2017) · Nature Methods · doi:10.1038/nmeth.4396 · Cited by 2,496 · cited 1× · see citing works
“Improved Assay for Transposase-Accessible Chromatin by Sequencing Improved Assay for Transposase-Accessible Chromatin by Sequencing (Omni-ATAC-seq) was performed as previously described (36), with a few alterations: FACS-purified, high viability (>90%) cKit+ cells were used.”
MethodSambamba: fast processing of NGS alignment formats
Tarasov, A., Vilella, A. J., Cuppen, E. P. J. G., Nijman, I. J., & Prins, P. (2015) · Bioinformatics · doi:10.1093/bioinformatics/btv098 · Cited by 2,339 · see citing works
Memorial Sloan Kettering-Integrated Mutation Profiling of Actionable Cancer Targets (MSK-IMPACT)
Cheng, D. T., Mitchell, T. N., Zehir, A., Shah, R. H., Benayed, R., Syed, A., Chandramohan, R., Liu, Z. Y., Won, H. H., Scott, S. N., et al. (2015) · The Journal of Molecular Diagnostics · doi:10.1016/j.jmoldx.2014.12.006 · Cited by 2,119 · cited 2× · see citing works
“Exome sequencing of sorted cKit+ Lymph– Ery– HSPCs and paired tail tissue specimen using the Memorial Sloan Kettering Cancer Center’s Integrated Mutation Profiling of Actionable Cancer Targets (MSK-IMPACT) mouse panel of 578 cancerrelated genes (31) showed evidence for expansion of clonal cell populations in all leuke…”
MethodShultz, L. D., Lyons, B. L., Burzenski, L. M., Gott, B., Chen, X., Chaleff, S., Kotb, M., Gillies, S. D., King, M., Mangada, J., et al. (2005) · The Journal of Immunology · doi:10.4049/jimmunol.174.10.6477 · Cited by 1,736 · see citing works
Long Noncoding RNAs with Enhancer-like Function in Human Cells
Ørom, U. A., Derrien, T., Beringer, M., Gumireddy, K., Gardini, A., Bussotti, G., Lai, F., Zytnicki, M., Notredame, C., Huang, Q., et al. (2010) · Cell · doi:10.1016/j.cell.2010.09.001 · Cited by 1,721 · cited 1× · see citing works
“In support, we uncovered wideranging alterations in the abundance of enhancer RNAs, a hallmark of active enhancers (40), at sites coinciding with cCRE.”
BackgroundThe origin and evolution of mutations in acute myeloid leukemia
Welch, J. S., Ley, T. J., Link, D. C., Miller, C. A., Larson, D. E., Koboldt, D. C., Wartman, L. D., Lamprecht, T. L., Liu, F., Xia, J., et al. (2012) · Cell · doi:10.1016/j.cell.2012.06.023 · Cited by 1,575 · cited 1× · see citing works
“1 in suppressing leukemogenesis in the context of accumulating genetic lesions, such as those seen in aging stem cells or treatment-associated myeloid malignancies (49, 50).”
BackgroundClonal hematopoiesis associated with TET2 deficiency accelerates atherosclerosis development in mice
Fuster, J. J., MacLauchlan, S., Zuriaga, M. A., Polackal, M. N., Ostriker, A. C., Chakraborty, R., Wu, C.-L., Sano, S., Muralidharan, S., Rius, C., et al. (2017) · Science · doi:10.1126/science.aag1381 · Cited by 1,536 · cited 2× · see citing works
“ARCH contributes to several age-related pathologic conditions, including atherosclerosis (2), cardiovascular disease (3), vascular complications (4), and increased risk for developing hematologic malignancies (5, 6).”
BackgroundRequirement of transcription factor PU.1 in the development of multiple hematopoietic lineages
Scott, E. W., Simon, M. C., Anastasi, J., & Singh, H. (1994) · Science · doi:10.1126/science.8079170 · Cited by 1,532 · cited 2× · see citing works
“1 deregulation at various dose levels using conventional gene knockout (24), enhancer (25), or autoregulatory element (26) perturbation.”
BackgroundIdentification of pre-leukaemic haematopoietic stem cells in acute leukaemia
Shlush, L. I., Zandi, S., Mitchell, A., Chen, W. C., Brandwein, J. M., Gupta, V., Kennedy, J. A., Schimmer, A. D., Schuh, A. C., Yee, K. W., et al. (2014) · Nature · doi:10.1038/nature13038 · Cited by 1,443 · see citing works
Tet2 loss leads to increased hematopoietic stem cell self-renewal and myeloid transformation
Moran-Crusio, K., Reavie, L., Shih, A., Abdel-Wahab, O., Ndiaye-Lobry, D., Lobry, C., Figueroa, M. E., Vasanthakumar, A., Patel, J., Zhao, X., et al. (2011) · Cancer Cell · doi:10.1016/j.ccr.2011.06.001 · Cited by 1,339 · cited 8× · see citing works
“In mice, loss of Tet2 triggers a late-onset myeloproliferative disease with penetrance inversely correlated with residual Tet2 gene dosage (17).”
BackgroundResultInfluentialSelf-citationImpact of cytosine methylation on DNA binding specificities of human transcription factors
Yin, Y., Morgunova, E., Jolma, A., Kaasinen, E., Sahu, B., Khund-Sayeed, S., Das, P. K., Kivioja, T., Dave, K., Zhong, F., et al. (2017) · Science · doi:10.1126/science.aaj2239 · Cited by 1,257 · cited 1× · see citing works
“Although many TF, including several members of the ETS family, display reduced binding affinities to DNA motifs containing methylated cytosine residues (44), PU.”
BackgroundCorces, M. R., Buenrostro, J. D., Wu, B., Greenside, P. G., Chan, S. M., Koenig, J. L., Snyder, M. P., Pritchard, J. K., Kundaje, A., Greenleaf, W. J., et al. (2016) · Nature Genetics · doi:10.1038/ng.3646 · Cited by 1,151 · see citing works
Juliusson, G., Antunović, P., Derolf, Å. R., Lehmann, S., Möllgård, L., Stockelberg, D., Tidefelt, U., Wåhlin, A., & Höglund, M. (2008) · Blood · doi:10.1182/blood-2008-07-172007 · Cited by 991 · cited 2× · see citing works
“AML is a molecularly and clinically highly diverse hematologic malignancy (10, 11) with increased incidence rates in the elderly (12), whose mechanisms of pathogenesis have remained incompletely resolved.”
BackgroundSAMBLASTER : fast duplicate marking and structural variant read extraction
Faust, G. G., & Hall, I. M. (2014) · Bioinformatics · doi:10.1093/bioinformatics/btu314 · Cited by 880 · see citing works
Recurrent somatic TET2 mutations in normal elderly individuals with clonal hematopoiesis
Busque, L., Patel, J. P., Figueroa, M. E., Vasanthakumar, A., Provost, S., Hamilou, Z., Mollica, L., Li, J., Viale, A., Heguy, A., et al. (2012) · Nature Genetics · doi:10.1038/ng.2413 · Cited by 830 · cited 1× · see citing works
“1 in suppressing leukemogenesis in the context of accumulating genetic lesions, such as those seen in aging stem cells or treatment-associated myeloid malignancies (49, 50).”
BackgroundSelf-citationClonal evolution of preleukemic hematopoietic stem cells precedes human acute myeloid leukemia
Jan, M., Snyder, T. M., Corces-Zimmerman, M. R., Vyas, P., Weissman, I. L., Quake, S. R., & Majeti, R. (2012) · Science Translational Medicine · doi:10.1126/scitranslmed.3004315 · Cited by 721 · cited 2× · see citing works
“DISCUSSION Altered DNA methylation is prevalent in the elderly, such as observed and well characterized in ARCH (28), which often precedes AML (5).”
BackgroundClonal haematopoiesis harbouring AML-associated mutations is ubiquitous in healthy adults
Young, A. L., Challen, G. A., Birmann, B. M., & Druley, T. E. (2016) · Nature Communications · doi:10.1038/ncomms12484 · Cited by 692 · see citing works
Leukemia-associated somatic mutations drive distinct patterns of age-related clonal hemopoiesis
McKerrell, T., Park, N., Moreno, T., Grove, C. S., Ponstingl, H., Stephens, J., Crawley, C., Craig, J., Scott, M. A., Hodkinson, C., et al. (2015) · Cell Reports · doi:10.1016/j.celrep.2015.02.005 · Cited by 534 · see citing works
Accurate and efficient detection of gene fusions from RNA sequencing data
Uhrig, S., Ellermann, J., Walther, T., Burkhardt, P., Fröhlich, M., Hutter, B., Toprak, U. H., Neumann, O., Stenzinger, A., Scholl, C., et al. (2021) · Genome Research · doi:10.1101/gr.257246.119 · Cited by 526 · cited 1× · see citing works
“The software Arriba (66) was used and specifically focused on detecting the Etv6-Runx1 fusion.”
MethodAcute myeloid leukemia induced by graded reduction of a lineage-specific transcription factor, PU.1.
Rosenbauer, F., Wagner, K., Kutok, J. L., Iwasaki, H., Le Beau, M. M., Okuno, Y., Akashi, K., Fiering, S., & Tenen, D. G. (2004) · Nature Genetics · doi:10.1038/ng1361 · Cited by 506 · cited 7× · see citing works
“org cells (25) have no overt hematologic defects in steady state, which had been in stark contrast to the observed minimal to moderate PU.”
BackgroundResultInfluentialIwasaki, H., Somoza, C., Shigematsu, H., Duprez, E. A., Iwasaki-Arai, J., Mizuno, S.-I., Arinobu, Y., Geary, K., Zhang, P., Dayaram, T., et al. (2005) · Blood · doi:10.1182/blood-2005-03-0860 · Cited by 433 · cited 3× · see citing works
“1 mRNA levels, its broader transcriptional network appears intact, in line with the essentiality of the transcription factor in maintaining normal and malignant hematopoiesis (20, 22, 23, 46, 48).”
BackgroundDahl, R., Walsh, J. C., Lancki, D., Laslo, P., Iyer, S. R., Singh, H., & Simon, M. C. (2003) · Nature Immunology · doi:10.1038/ni973 · Cited by 380 · cited 1× · see citing works
“1 protein abundance resulting in enhanced granulocytic lineage differentiation (33).”
BackgroundMizuki, M., Schwäble, J., Steur, C., Choudhary, C., Agrawal, S., Sargin, B., Steffen, B., Matsumura, I., Kanakura, Y., Böhmer, F. D., et al. (2003) · Blood · doi:10.1182/blood-2002-06-1677 · Cited by 298 · cited 2× · see citing works
“1 mRNA levels, its broader transcriptional network appears intact, in line with the essentiality of the transcription factor in maintaining normal and malignant hematopoiesis (20, 22, 23, 46, 48).”
BackgroundThe t(12;21) Translocation Converts AML-1B from an Activator to a Repressor of Transcription
Hiebert, S. W., Sun, W., Nathan Davis, J., Golub, T., Shurtleff, S., Buijs, A., Downing, J. R., Grosveld, G., Roussel, M. F., Gary Gilliland, D., et al. (1996) · Molecular and Cellular Biology · doi:10.1128/mcb.16.4.1349 · Cited by 272 · see citing works
Rasmussen, K. D., Jia, G., Johansen, J. V., Pedersen, M. T., Rapin, N., Bagger, F. O., Porse, B. T., Bernard, O. A., Christensen, J., & Helin, K. (2015) · Genes & Development · doi:10.1101/gad.260174.115 · Cited by 270 · cited 2× · see citing works
“Compound mutant cells also exhibited greater serial colony-forming activity than Tet2KO cells, which showed extended serial replating activity, in line with past reports (17, 32).”
BackgroundResultZhang, X., Su, J., Jeong, M., Ko, M., Huang, Y., Park, H. J., Guzman, A., Lei, Y., Huang, Y.-H., Rao, A., et al. (2016) · Nature Genetics · doi:10.1038/ng.3610 · Cited by 258 · cited 2× · see citing works
“Only combined loss of Tet2 and Dnmt3A (18) or presence of AML-associated gene lesions impairing myeloid cell maturation triggers malignant transformation of Tet2-deficient mouse HSC (13).”
BackgroundVangala, R. K., Heiss-Neumann, M. S., Rangatia, J. S., Singh, S. M., Schoch, C., Tenen, D. G., Hiddemann, W., & Behre, G. (2003) · Blood · doi:10.1182/blood-2002-04-1288 · Cited by 245 · cited 1× · see citing works
“1 is also inhibited in most patients with AML through various molecular pathways (19, 20, 22, 46, 47).”
BackgroundHeterozygous PU.1 mutations are associated with acute myeloid leukemia
Mueller, B. U., Pabst, T., Osato, M., Asou, N., Johansen, L. M., Minden, M. D., Behre, G., Hiddemann, W., Ito, Y., & Tenen, D. G. (2002) · Blood · doi:10.1182/blood.v100.3.998 · Cited by 243 · see citing works
Shih, A. H., Jiang, Y., Meydan, C., Shank, K., Pandey, S., Barreyro, L., Antony-Debre, I., Viale, A., Socci, N., Sun, Y., et al. (2015) · Cancer Cell · doi:10.1016/j.ccell.2015.03.009 · Cited by 236 · cited 1× · see citing works
“Only combined loss of Tet2 and Dnmt3A (18) or presence of AML-associated gene lesions impairing myeloid cell maturation triggers malignant transformation of Tet2-deficient mouse HSC (13).”
BackgroundSelf-citationMueller, B. U., Pabst, T., Fos, J., Petkovic, V., Fey, M. F., Asou, N., Buergi, U., & Tenen, D. G. (2006) · Blood · doi:10.1182/blood-2005-07-3068 · Cited by 207 · cited 2× · see citing works
“1 mRNA levels, its broader transcriptional network appears intact, in line with the essentiality of the transcription factor in maintaining normal and malignant hematopoiesis (20, 22, 23, 46, 48).”
BackgroundLio, C.-W., Zhang, J., González-Avalos, E., Hogan, P. G., Chang, X., & Rao, A. (2016) · eLife · doi:10.7554/elife.18290 · Cited by 170 · see citing works
Staber, P. B., Zhang, P., Ye, M., Welner, R. S., Nombela-Arrieta, C., Bach, C., Kerenyi, M., Bartholdy, B. A., Zhang, H., Alberich-Jordà, M., et al. (2013) · Molecular Cell · doi:10.1016/j.molcel.2013.01.007 · Cited by 158 · cited 1× · see citing works
“1 deregulation at various dose levels using conventional gene knockout (24), enhancer (25), or autoregulatory element (26) perturbation.”
BackgroundSelf-citationBonnefond, A., Skrobek, B., Lobbens, S., Eury, E., Thuillier, D., Cauchi, S., Lantieri, O., Balkau, B., Riboli, E., Marre, M., et al. (2013) · Nature Genetics · doi:10.1038/ng.2700 · Cited by 139 · cited 1× · see citing works
“ARCH contributes to several age-related pathologic conditions, including atherosclerosis (2), cardiovascular disease (3), vascular complications (4), and increased risk for developing hematologic malignancies (5, 6).”
BackgroundMinderjahn, J., Schmidt, A., Fuchs, A., Schill, R., Raithel, J., Babina, M., Schmidl, C., Gebhard, C., Schmidhofer, S., Mendes, K., et al. (2020) · Nature Communications · doi:10.1038/s41467-019-13960-2 · Cited by 136 · cited 2× · see citing works
“S6O and S6P), suggesting a compromised differentiation-relevant chromatin rearrangement, in line with recent reports (41).”
BackgroundResultNF-κB/STAT5/miR-155 network targets PU.1 in FLT3-ITD-driven acute myeloid leukemia
Gerloff, D., Grundler, R., Wurm, A. A., Bräuer-Hartmann, D., Katzerke, C., Hartmann, J.-U., Madan, V, Müller-Tidow, C., Duyster, J., Tenen, D. G., et al. (2015) · Leukemia · doi:10.1038/leu.2014.231 · Cited by 135 · see citing works
Coughlan, A. M., Harmon, C., Whelan, S., O’Brien, E. C., O’Reilly, V. P., Crotty, P. L., Kelly, P., Ryan, M., Hickey, F. B., O’Farrelly, C., et al. (2016) · Stem Cells and Development · doi:10.1089/scd.2015.0289 · Cited by 134 · see citing works
Loberg, M. A., Bell, R. K., Goodwin, L. O., Eudy, E., Miles, L. A., SanMiguel, J. M., Young, K. A., Bergstrom, D. E., Levine, R. L., Schneider, R. K., et al. (2019) · Leukemia · doi:10.1038/s41375-018-0368-6 · Cited by 129 · see citing works
Self-citationWill, B., Vogler, T. O., Narayanagari, S., Bartholdy, B., Todorova, T. I., da Silva Ferreira, M., Chen, J., Yu, Y., Mayer, J., Barreyro, L., et al. (2015) · Nature Medicine · doi:10.1038/nm.3936 · Cited by 127 · cited 6× · see citing works
“1:IRF composite motif (27), were not found within closed chromatin cCRE-regulating genes of the ETV6–RUNX1 signature (Supplementary Fig.”
BackgroundInfluentialSelf-citationTet2 loss leads to hypermutagenicity in haematopoietic stem/progenitor cells
Pan, F., Wingo, T. S., Zhao, Z., Gao, R., Makishima, H., Qu, G., Lin, L., Yu, M., Ortega, J. R., Wang, J., et al. (2017) · Nature Communications · doi:10.1038/ncomms15102 · Cited by 117 · cited 1× · see citing works
“Because TET2 deficiency has been associatated with increased DNA lesions (30), we performed Sanger sequencing analysis of the key regulatory and coding regions of the PU.”
MethodHosokawa, H., Ungerbäck, J., Wang, X., Matsumoto, M., Nakayama, K. I., Cohen, S. M., Tanaka, T., & Rothenberg, E. V. (2018) · Immunity · doi:10.1016/j.immuni.2018.04.024 · Cited by 116 · see citing works
Steidl, U., Steidl, C., Ebralidze, A., Chapuy, B., Han, H.-J., Will, B., Rosenbauer, F., Becker, A., Wagner, K., Koschmieder, S., et al. (2007) · Journal of Clinical Investigation · doi:10.1172/jci30525 · Cited by 114 · cited 1× · see citing works
“What caught our particular attention was a signature of differentially genes associated with the presence of oncogenic fusion gene ETV6–RUNX1, the most common t(12;21) originating”
BackgroundSelf-citationRegulation of the PU.1 gene by distal elements
Li, Y., Okuno, Y., Zhang, P., Radomska, H. S., Chen, H.-M., Iwasaki, H., Akashi, K., Klemsz, M. J., McKercher, S. R., Maki, R. A., et al. (2001) · Blood · doi:10.1182/blood.v98.10.2958 · Cited by 110 · see citing works
Tulstrup, M., Soerensen, M., Hansen, J. W., Gillberg, L., Needhamsen, M., Kaastrup, K., Helin, K., Christensen, K., Weischenfeldt, J., & Grønbæk, K. (2021) · Nature Communications · doi:10.1038/s41467-021-26093-2 · Cited by 108 · cited 4× · see citing works
“DISCUSSION Altered DNA methylation is prevalent in the elderly, such as observed and well characterized in ARCH (28), which often precedes AML (5).”
BackgroundInfluentialMeyer, S. E., Qin, T., Muench, D. E., Masuda, K., Venkatasubramanian, M., Orr, E., Suarez, L., Gore, S. D., Delwel, R., Paietta, E. M., et al. (2016) · Cancer Discovery · doi:10.1158/2159-8290.cd-16-0008 · Cited by 100 · see citing works
Reske, J. J., Wilson, M. R., & Chandler, R. L. (2020) · Epigenetics & Chromatin · doi:10.1186/s13072-020-00342-y · Cited by 97 · see citing works
TET2 binding to enhancers facilitates transcription factor recruitment in hematopoietic cells
Rasmussen, K. D., Berest, I., Keβler, S., Nishimura, K., Simón-Carrasco, L., Vassiliou, G. S., Pedersen, M. T., Christensen, J., Zaugg, J. B., & Helin, K. (2019) · Genome Research · doi:10.1101/gr.239277.118 · Cited by 95 · cited 1× · see citing works
“Upon DNA recruitment, Tet2 also provides a hub for subsequent lineage-instructing transcription factor binding at cell type–specific enhancers residing in open chromatin (52).”
BackgroundImpact of constitutional TET2 haploinsufficiency on molecular and clinical phenotype in humans
Kaasinen, E., Kuismin, O., Rajamäki, K., Ristolainen, H., Aavikko, M., Kondelin, J., Saarinen, S., Berta, D. G., Katainen, R., Hirvonen, E. A. M., et al. (2019) · Nature Communications · doi:10.1038/s41467-019-09198-7 · Cited by 92 · cited 2× · see citing works
“1 (28, 45), suggesting that alterations in the PU.”
BackgroundYe, M., Ermakova, O. V., & Graf, T. (2005) · The Journal of Experimental Medicine · doi:10.1084/jem.20051089 · Cited by 90 · cited 1× · see citing works
“1-dependent enhancer regulation is also important for early stages of T-cell differentiation (38) and for B-cell maturation (39).”
BackgroundSuzuki, T., Shimizu, Y., Furuhata, E., Maeda, S., Kishima, M., Nishimura, H., Enomoto, S., Hayashizaki, Y., & Suzuki, H. (2017) · Blood Advances · doi:10.1182/bloodadvances.2017005710 · Cited by 87 · cited 1× · see citing works
“Tet2 binds and governs site-specific DNA demethylation upon being recruited to the chromatin by DNA-binding TF, such as RUNX1 (51) or PU.”
BackgroundWalter, M. J., Park, J. S., Ries, R. E., Lau, S. K. M., McLellan, M., Jaeger, S., Wilson, R. K., Mardis, E. R., & Ley, T. J. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0504247102 · Cited by 83 · cited 1× · see citing works
“1 expression levels as the majority of mice with leukemia, consistent with past studies (55).”
ResultClassification of acute myeloid leukemia
Hwang, S. M. (2020) · Blood Research · doi:10.5045/br.2020.s001 · Cited by 82 · see citing works
Ungerbäck, J., Hosokawa, H., Wang, X., Strid, T., Williams, B. A., Sigvardsson, M., & Rothenberg, E. V. (2018) · Genome Research · doi:10.1101/gr.231423.117 · Cited by 77 · cited 1× · see citing works
“1-dependent enhancer regulation is also important for early stages of T-cell differentiation (38) and for B-cell maturation (39).”
BackgroundGupta, P., Gurudutta, G. U., Saluja, D., & Tripathi, R. P. (2009) · Journal of Cellular and Molecular Medicine · doi:10.1111/j.1582-4934.2009.00757.x · Cited by 74 · cited 1× · see citing works
“1 establishes gene-expression programs, particularly through binding and engagement of cell-type– specific enhancers (35).”
BackgroundCytokine-Regulated Phosphorylation and Activation of TET2 by JAK2 in Hematopoiesis
Jeong, J. J., Gu, X., Nie, J., Sundaravel, S., Liu, H., Kuo, W.-L., Bhagat, T. D., Pradhan, K., Cao, J. Z., Nischal, S., et al. (2019) · Cancer Discovery · doi:10.1158/2159-8290.cd-18-1138 · Cited by 64 · cited 1× · see citing works
“Cell lysis, immunoprecipitation, and Western blot analysis were performed according to standard protocols from Pierce, as previously described (65).”
MethodSelf-citationAn, N., Khan, S., Imgruet, M. K., Gurbuxani, S. K., Konecki, S. N., Burgess, M. R., & McNerney, M. E. (2018) · Blood · doi:10.1182/blood-2017-10-810028 · Cited by 55 · see citing works
An integrative view of the regulatory and transcriptional landscapes in mouse hematopoiesisPreprint
Xiang, G., Keller, C. A., Heuston, E. F., Giardine, B. M., An, L., Wixom, A. Q., Miller, A., Cockburn, A., Sauria, M. E. G., Isaac, K. J., et al. (2020) · Genome Research · doi:10.1101/gr.255760.119 · Cited by 55 · cited 3× · see citing works
“To gain insight into the functional impact of the observed alterations in chromatin states of compound mutant HSPC, we annotated functional regulatory elements by overlapping our identified differentially accessible loci with cis-regulatory elements (cCREs) from the Integrative and Discriminative Epigenome Annotation…”
BackgroundMethodInfluentialGu, X., Hu, Z., Ebrahem, Q., Crabb, J. S., Mahfouz, R. Z., Radivoyevitch, T., Crabb, J. W., & Saunthararajah, Y. (2014) · Journal of Biological Chemistry · doi:10.1074/jbc.m114.562447 · Cited by 42 · cited 1× · see citing works
“1 and RUNX1 to jointly exclude transcriptional corepressors from multiprotein complexes driving the expression of key myeloid genes (58).”
BackgroundPiaton, É., Fabrè, M., Goubin-Versini, I., et al. (2015) · Annales de Pathologie · doi:10.1016/j.annpat.2015.05.019 · Cited by 36 · cited 1× · see citing works
“May-Grünwald-Giemsa Stain Peripheral blood smears and erythrocyte-lysed single-cell suspensions from bone marrow and spleen cells were used to prepare cytospins on polylysine-coated slides and were stained using the MayGrünwald-Giemsa coloration method (64).”
MethodYun, H., Narayan, N., Vohra, S., Giotopoulos, G., Mupo, A., Madrigal, P., Sasca, D., Lara‐Astiaso, D., Horton, S. J., Singh, S. A., et al. (2021) · Nature Genetics · doi:10.1038/s41588-021-00925-9 · Cited by 35 · see citing works
Heterozygous deletion of the PU.1 locus in human AML
Bonadies, N., Pabst, T., & Mueller, B. U. (2010) · Blood · doi:10.1182/blood-2009-03-212225 · Cited by 33 · cited 1× · see citing works
“1 mRNA levels, its broader transcriptional network appears intact, in line with the essentiality of the transcription factor in maintaining normal and malignant hematopoiesis (20, 22, 23, 46, 48).”
BackgroundStarkova, J., Madzo, J., Cario, G., Kalina, T., Ford, A., Zaliova, M., Hrusak, O., & Trka, J. (2007) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-06-2569 · Cited by 24 · cited 1× · see citing works
“Our study provided a core network of epigenetically inactivated genes commonly inhibited by the transcriptional repressor ETV6–RUNX1 fusion oncogene (57), which suggests a role for RUNX1 in the activation of these loci, consistent with the known function of PU.”
ResultDnmt3a deletion cooperates with the Flt3/ITD mutation to drive leukemogenesis in a murine model
Poitras, J. L., Heiser, D., Li, L., Nguyen, B., Nagai, K., Duffield, A. S., Gamper, C. J., & Small, D. (2016) · Oncotarget · doi:10.18632/oncotarget.11986 · Cited by 20 · see citing works
Flagged first, then by citations
Cited by
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Role of TET dioxygenases in the regulation of both normal and pathological hematopoiesis
Joshi, K., Zhang, L., Breslin, P., Kini, A. R., & Zhang, J. (2022) · Journal of Experimental & Clinical Cancer Research · doi:10.1186/s13046-022-02496-x · Cited by 30 · see citing works
Mulet‐Lazaro, R., van Herk, S., Nuetzel, M., Sijs‐Szabó, A., Díaz, N., Kelly, K., Erpelinck-Verschueren, C. A. J., Schwarzfischer, L., Stanewsky, H., Ackermann, U., et al. (2024) · Nature Communications · doi:10.1038/s41467-024-49811-y · Cited by 16 · see citing works
PU.1 is required to restrain myelopoiesis during chronic inflammatory stress
Chavez, J. S., Rabe, J. L., Niño, K. E., Wells, H. H., Gessner, R. L., Mills, T. S., Hernandez, G., & Pietras, E. M. (2023) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2023.1204160 · Cited by 14 · see citing works
“1 transcriptional network is a common phenotype associated with hematological malignancy, particularly diseases of the myeloid lineage (Cook et al., 2004; Dakic et al., 2005; Koschmieder et al., 2005; Will et al., 2015; Sive et al., 2016; Aivalioti et al., 2022).”
BackgroundEmerging Insights into Molecular Mechanisms of Inflammation in Myelodysplastic Syndromes
Vallelonga, V., Gandolfi, F., Ficara, F., Porta, M. G. D., & Ghisletti, S. (2023) · Biomedicines · doi:10.3390/biomedicines11102613 · Cited by 13 · see citing works
Cell of origin epigenetic priming determines susceptibility to Tet2 mutation
Schiroli, G., Kartha, V. K., Duarte, F. M., Kristiansen, T. A., Mayerhofer, C., Shrestha, R., Earl, A., Hu, Y., Tay, T., Rhee, C., et al. (2024) · Nature Communications · doi:10.1038/s41467-024-48508-6 · Cited by 14 · see citing works
“Similarly, Tet2 mutation was reported to synergize with inactivating mutations in key interactors such as PU.1 for leukemic transformation 91 , highlighting the concept that availability of Tet2 interactors might also play a role in determining the down-stream functional impact of the mutation.”
Quarato, E. R., Salama, N., & Calvi, L. M. (2024) · Current Osteoporosis Reports · doi:10.1007/s11914-024-00874-2 · Cited by 11 · see citing works
Zaiken, M. C., Jin, S., McDonald-Hyman, C. S., Hartigan, C. R., Sage, P. T., Hippen, K. L., Koehn, B. H., Panoskaltsis‐Mortari, A., Riddle, M. J., Eide, C. R., et al. (2025) · Blood · doi:10.1182/blood.2024025036 · Cited by 8 · see citing works
Dangerous Liaisons between Tet2 Mutation, Inflammatory Monocytes, and Leukemogenesis
Pietras, E. M., & DeGregori, J. V. (2022) · Cancer Discovery · doi:10.1158/2159-8290.cd-22-0846 · Cited by 8 · see citing works
Advances in the Diagnosis and Treatment of Myeloproliferative Neoplasms (MPNs)
Ma, X., Zhou, Z., Gu, S., Guo, Y., Zhou, T., Shao, R., Yan, J., Chen, W., & Shi, X. (2025) · Cancers · doi:10.3390/cancers17193142 · Cited by 10 · see citing works
Jiang, Y., Wei, Z., Wang, N.-N., Huang, C., Huang, J. C., Yan, J.-W., Wang, R., Yu, Z., & Huang, D. (2022) · Hematology · doi:10.1080/16078454.2022.2153200 · Cited by 6 · see citing works
Zerella, J. R., Homan, C. C., Arts, P., Brown, A. L., Scott, H. S., & Hahn, C. N. (2023) · Frontiers in Oncology · doi:10.3389/fonc.2023.1183318 · Cited by 6 · see citing works
Clonal Hematopoiesis, a Risk Condition for Developing Myeloid Neoplasia
Testa, U., Castelli, G., & Pelosi, E. (2025) · Hemato · doi:10.3390/hemato6020010 · Cited by 5 · see citing works
Haploinsufficient Transcription Factors in Myeloid Neoplasms
Martinez, T. C., & McNerney, M. E. (2023) · Annual Review of Pathology Mechanisms of Disease · doi:10.1146/annurev-pathmechdis-051222-013421 · Cited by 5 · see citing works
“For example, if a patient presenting with a TET2 mutation in the form of clonal hematopoiesis acquires another mutation that changes the dose of PU.1, there is a risk of progression to a myeloid neoplasm (161).”
BackgroundRetinoic acid and ascorbate synergize to suppress myeloid leukemia via TET2 activation
Leesang, T. E., Brabson, J. P., Yap, Y. S., Barbieri, D. A., Klimas, A. S., Pinzone, J., Ahearn, E. L., Lam, M. Q., Lyon, P. D., Swirski, A., et al. (2025) · Cell Reports · doi:10.1016/j.celrep.2025.116379 · Cited by 3 · see citing works
“71,73,74 Our findings suggest that retinoic-acid-induced activation of RAR α establishes a positive feedback loop with TET2, promoting epigenetic remodeling and enhancing differentiation of AML cells.”
Obrębski, T., Maleszewska, M., Dunin-Horkawicz, S., & Malik, A. R. (2026) · Journal of Biological Chemistry · doi:10.1016/j.jbc.2026.111267 · Cited by 5 · see citing works
“In addition, TET2 cooperates with the myeloid TF CEBPA, which is frequently biallelically mutated in AML.”
InfluentialScaffolding-dependent CASP1 constrains excessive cell-intrinsic inflammatory signaling in leukemia
Uible, E. E., Choi, I., Clough, C. A., Hassan, A., Anandappa, A. J., Fisher, J., Karki, B., Hueneman, K. M., Choi, K., Vick, E. J., et al. (2026) · Cell chemical biology · doi:10.1016/j.chembiol.2025.12.002 · Cited by 2 · see citing works
Wu, X., & Zhang, J. (2026) · Current Proteomics · doi:10.1016/j.curpro.2026.100101 · Cited by 2 · see citing works
Reduced PU.1 Expression Collaborates with Tet2 Loss to Trigger Myeloid Leukemogenesis
Schleicher, W. E., & Pietras, E. M. (2022) · Blood Cancer Discovery · doi:10.1158/2643-3230.bcd-22-0100 · Cited by 1 · see citing works
ETS Fight Club on Microsatellite Enhancers
Mercher, T. (2022) · Blood Cancer Discovery · doi:10.1158/2643-3230.bcd-22-0177
Cell of origin epigenetic priming determines susceptibility to Tet2 mutationPreprint
Schiroli, G., Kartha, V. K., Duarte, F. M., Kristiansen, T. A., Mayerhofer, C., Shrestha, R., Earl, A., Hu, Y., Tay, T., Rhee, C., et al. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.09.04.556230
PU.1 Facilitates Endothelial‐to‐Mesenchymal Transition in Cardiac Endothelial Cells
Meng, R., Huang, B., Yang, F., Zhang, N., Feng, B., & Zhu, D. (2025) · Biology of the Cell · doi:10.1111/boc.70029
Aberrant oxidative metabolism selects for TET2 -deficient hematopoietic stem and progenitor cellsPreprint
Niño, K. E., Ademà, V., Gray, A. E., Cowan, C. M., Schleicher, W. E., Hosseini, M., Bennett, S. N., Patel, S. B., Moreira, S., Danis, E. P., et al. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.02.28.707294
“This critical work has identified impairments in key molecular networks controlled by master regulators such as PU.1, CEBPA and other transcription factors (25,35,62,63).”
- Authors
- Aivalioti, M. M., Bartholdy, B. A., Pradhan, K., Bhagat, T. D., Zintiridou, A., Jeong, J. J., Thiruthuvanathan, V. J., Pujato, M., Paranjpe, A., Zhang, C., Levine, R. L., Viny, A. D., Wickrema, A., Verma, A., & Will, B.
- Affiliations
- Albert Einstein College of Medicine (US)
- University of Chicago (US)
- Cincinnati Children's Hospital Medical Center (US)
- Memorial Sloan Kettering Cancer Center (US)
- Columbia University (US)
- Corresponding author
- Will, Britta
- ORCID
- Venue
- Blood Cancer Discovery
- Published
- 2022-08-12
- Volume
- 3
- Issue
- 5
- Pages
- 444-467
- ISSN
- 2643-3230 (ISSN-L)
- 2643-3249
- PMC
- PMC9894728
- OpenAlex
- W4285082609
- Semantic Scholar
- 6e2235fcd271be31dd1a15bca640142008aea61a
- Cited by
- 22
- References
- 75
- Citations by year
- 2026: 4 · 2025: 5 · 2024: 3 · 2023: 5 · 2022: 5
- FWCI
- 2.80
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Blood Cancer Discovery (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion, cc-by-nc-nd)
- Funders
- National Institutes of Health (CA230756, DK105134, CA013330)
- Feldstein Medical Foundation
- New York State Stem Cell Science (C30292GG)
- Leukemia Research Foundation
- Topics
- Health Sciences › Medicine › Hematology › Acute Myeloid Leukemia Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
- Keywords
- PU.1, TET2, DNA methylation, acute myeloid leukemia, hematopoietic stem and progenitor cells, leukemogenesis, upstream regulatory region, aging, leukemia stem cells, transcription factor binding sites, molecular vulnerabilities
- MeSH terms
- Proto-Oncogene Protein Spi-1, Animals, Cell Transformation, Neoplastic, Cytosine, DNA-Binding Proteins, Enhancer Elements, Genetic, Hematopoiesis, Humans, Proto-Oncogene Proteins, Leukemia, Myeloid, Acute, Trans-Activators, Dioxygenases, Mice
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-19.
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