The genomic landscape of pediatric and young adult T-lineage acute lymphoblastic leukemia
Open accessAbstract
Genetic alterations that activate NOTCH1 signaling and T cell transcription factors, coupled with inactivation of the INK4/ARF tumor suppressors, are hallmarks of T-lineage acute lymphoblastic leukemia (T-ALL), but detailed genome-wide sequencing of large T-ALL cohorts has not been carried out. Using integrated genomic analysis of 264 T-ALL cases, we identified 106 putative driver genes, half of which had not previously been described in childhood T-ALL (for example, CCND3, CTCF, MYB, SMARCA4, ZFP36L2 and MYCN). We describe new mechanisms of coding and noncoding alteration and identify ten recurrently altered pathways, with associations between mutated genes and pathways, and stage or subtype of T-ALL. For example, NRAS/FLT3 mutations were associated with immature T-ALL, JAK3/STAT5B mutations in HOXA1 deregulated ALL, PTPN2 mutations in TLX1 deregulated T-ALL, and PIK3R1/PTEN mutations in TAL1 deregulated ALL, which suggests that different signaling pathways have distinct roles according to maturational stage. This genomic landscape provides a logical framework for the development of faithful genetic models and new therapeutic approaches.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
Three groups of gain-of-function mutations affecting TAL1 in T-ALL-a cluster of 5′ neo-enhancer mutations upstream of TAL1 TSS, an intronic SNV and a 3′ neo-enhancer-converge on a common mechanism of upregulation of the TAL1 oncogene.
“We evaluated three groups of gain-of-function mutations affecting the TAL1 gene in T cell acute lymphoblastic leukaemia (T-ALL): a cluster of 5′ neo-enhancer mutations upstream of the TAL1 TSS6,33, an intronic single-nucleotide variant (SNV)34 and a 3′ neo-enhancer35.”
From Advancing regulatory variant effect prediction with AlphaGenome (2026) · cites this paper as [33]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Fast and accurate short read alignment with Burrows-Wheeler transform
Li, H., & Durbin, R. (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp324 · Cited by 58,607 · see citing works
A Proportional Hazards Model for the Subdistribution of a Competing Risk
Fine, J. P., & Gray, R. J. (1999) · Journal of the American Statistical Association · doi:10.1080/01621459.1999.10474144 · Cited by 14,290 · see citing works
The genetic basis of early T-cell precursor acute lymphoblastic leukaemia
Zhang, J., Ding, L., Holmfeldt, L., Wu, G., Heatley, S. L., Payne-Turner, D., Easton, J., Chen, X., Wang, J., Rusch, M., et al. (2012) · Nature · doi:10.1038/nature10725 · Cited by 1,596 · cited 3× · see citing works
“%) of 82 recurrently mutated genes, had not previously been observed as mutated in pediatric T-ALL 24,31,34,42,44 .”
Self-citationA census of human transcription factors: function, expression and evolution
Vaquerizas, J. M., Kummerfeld, S. K., Teichmann, S. A., & Luscombe, N. M. (2009) · Nature Reviews Genetics · doi:10.1038/nrg2538 · Cited by 1,573 · see citing works
Tumor Suppression at the Mouse INK4a Locus Mediated by the Alternative Reading Frame Product p19
Kamijo, T., Zindy, F., Roussel, M. F., Quelle, D. E., Downing, J. R., Ashmun, R. A., Grosveld, G., & Sherr, C. J. (1997) · Cell · doi:10.1016/s0092-8674(00)80452-3 · Cited by 1,566 · see citing works
Self-citationDeletion of <i>IKZF1</i> and Prognosis in Acute Lymphoblastic Leukemia
Mullighan, C. G., Su, X., Zhang, J., Radtke, I., Phillips, L. A. A., Miller, C. B., Ma, J., Liu, W., Cheng, C., Schulman, B. A., et al. (2009) · New England Journal of Medicine · doi:10.1056/nejmoa0808253 · Cited by 1,422 · see citing works
Self-citationGermline Mutations in Predisposition Genes in Pediatric Cancer
Zhang, J., Walsh, M. F., Wu, G., Edmonson, M. N., Gruber, T. A., Easton, J., Hedges, D., Ma, X., Zhou, X., Yergeau, D. A., et al. (2015) · New England Journal of Medicine · doi:10.1056/nejmoa1508054 · Cited by 1,345 · see citing works
Self-citationAn oncogenic super-enhancer formed through somatic mutation of a noncoding intergenic element
Mansour, M. R., Abraham, B. J., Anders, L., Berezovskaya, A., Gutierrez, A., Durbin, A. D., Etchin, J., Lawton, L., Sallan, S. E., Silverman, L. B., et al. (2014) · Science · doi:10.1126/science.1259037 · Cited by 801 · see citing works
Self-citationHerranz, D., Ambesi-Impiombato, A., Palomero, T., Schnell, S. A., Belver, L., Wendorff, A. A., Xu, L., Castillo-Martin, M., Llobet-Navás, D., Cordon-Cardo, C., et al. (2014) · Nature Medicine · doi:10.1038/nm.3665 · Cited by 405 · see citing works
Flagged first, then by citations
Research works printed but not linked: 69
- [1]Hunger SP Mullighan CG Acute Lymphoblastic Leukemia in Children N Engl J Med 373 1541 52 2015 26465987
- [2]Aifantis I Raetz E Buonamici S Molecular pathogenesis of T-cell leukaemia and lymphoma Nat Rev Immunol 8 380 90 2008 18421304
- [3]Coustan-Smith E Early T-cell precursor leukaemia: a subtype of very high-risk acute lymphoblastic leukaemia Lancet Oncology 10 147 156 2009 19147408 PMC2840241
- [4]Inukai T Clinical significance of early T-cell precursor acute lymphoblastic leukaemia: results of the Tokyo Children’s Cancer Study Group Study L99-15 Br J Haematol 156 358 65 2012 22128890
- [5]Weng AP Activating mutations of NOTCH1 in human T cell acute lymphoblastic leukemia Science 306 269 71 2004 15472075
- [6]Pear WS Exclusive development of T cell neoplasms in mice transplanted with bone marrow expressing activated Notch alleles J Exp Med 183 2283 91 1996 8642337 PMC2192581
- [7]Begley CG Chromosomal translocation in a human leukemic stem-cell line disrupts the T-cell antigen receptor delta-chain diversity region and results in a previously unreported fusion transcript Proc Natl Acad Sci U S A 86 2031 5 1989 2467296 PMC286840
- [8]Xia Y TAL2, a helix-loop-helix gene activated by the (7;9)(q34;q32) translocation in human T-cell leukemia Proc Natl Acad Sci U S A 88 11416 20 1991 1763056 PMC53146
- [9]Mellentin JD Smith SD Cleary ML lyl-1, a novel gene altered by chromosomal translocation in T cell leukemia, codes for a protein with a helix-loop-helix DNA binding motif Cell 58 77 83 1989 2752424
- [10]Wang J The t(14;21)(q11.2;q22) chromosomal translocation associated with T-cell acute lymphoblastic leukemia activates the BHLHB1 gene Proc Natl Acad Sci U S A 97 3497 502 2000 10737801 PMC16268
- [11]Hatano M Roberts CW Minden M Crist WM Korsmeyer SJ Deregulation of a homeobox gene, HOX11, by the t(10;14) in T cell leukemia Science 253 79 82 1991 1676542
- [12]Bernard OA A new recurrent and specific cryptic translocation, t(5;14)(q35;q32), is associated with expression of the Hox11L2 gene in T acute lymphoblastic leukemia Leukemia 15 1495 504 2001 11587205
- [13]Homminga I Integrated transcript and genome analyses reveal NKX2-1 and MEF2C as potential oncogenes in T cell acute lymphoblastic leukemia Cancer Cell 19 484 97 2011 21481790
- [14]Nagel S Kaufmann M Drexler HG MacLeod RA The cardiac homeobox gene NKX2-5 is deregulated by juxtaposition with BCL11B in pediatric T-ALL cell lines via a novel t(5;14)(q35.1;q32.2) Cancer research 63 5329 34 2003 14500364
- [15]Royer-Pokora B Loos U Ludwig WD TTG-2, a new gene encoding a cysteine-rich protein with the LIM motif, is overexpressed in acute T-cell leukaemia with the t(11;14)(p13;q11) Oncogene 6 1887 93 1991 1923511
- [16]McGuire EA The t(11;14)(p15;q11) in a T-cell acute lymphoblastic leukemia cell line activates multiple transcripts, including Ttg-1, a gene encoding a potential zinc finger protein Mol Cell Biol 9 2124 32 1989 2501659 PMC363006
- [17]Erikson J Deregulation of c-myc by translocation of the alpha-locus of the T-cell receptor in T-cell leukemias Science 232 884 6 1986 3486470
- [18]Mullighan CG Genome-wide analysis of genetic alterations in acute lymphoblastic leukaemia Nature 446 758 64 2007 17344859
- [19]Clappier E The C-MYB locus is involved in chromosomal translocation and genomic duplications in human T-cell acute leukemia (T-ALL), the translocation defining a new T-ALL subtype in very young children Blood 110 1251 61 2007 17452517
- [20]Graux C Fusion of NUP214 to ABL1 on amplified episomes in T-cell acute lymphoblastic leukemia Nat Genet 36 1084 9 2004 15361874
- [21]Van Limbergen H Molecular cytogenetic and clinical findings in ETV6/ABL1-positive leukemia Genes Chromosomes Cancer 30 274 82 2001 11170285
- [22]Hebert J Cayuela JM Berkeley J Sigaux F Candidate tumor-suppressor genes MTS1 (p16INK4A) and MTS2 (p15INK4B) display frequent homozygous deletions in primary cells from T- but not from B-cell lineage acute lymphoblastic leukemias Blood 84 4038 44 1994 7994022
- [23]Remke M High-resolution genomic profiling of childhood T-ALL reveals frequent copy-number alterations affecting the TGF-beta and PI3K-AKT pathways and deletions at 6q15-16.1 as a genomic marker for unfavorable early treatment response Blood 114 1053 62 2009 19406988
- [25]Gutierrez A The BCL11B tumor suppressor is mutated across the major molecular subtypes of T-cell acute lymphoblastic leukemia Blood 118 4169 73 2011 21878675 PMC3204734
- [26]Gutierrez A Inactivation of LEF1 in T-cell acute lymphoblastic leukemia Blood 115 2845 51 2010 20124220 PMC2854430
- [27]Tosello V WT1 mutations in T-ALL Blood 114 1038 45 2009 19494353 PMC2721784
- [28]Van Vlierberghe P ETV6 mutations in early immature human T cell leukemias J Exp Med 208 2571 9 2011 22162831 PMC3244026
- [29]Ntziachristos P Contrasting roles of histone 3 lysine 27 demethylases in acute lymphoblastic leukaemia Nature 514 513 7 2014 25132549 PMC4209203
- [30]Van der Meulen J The H3K27me3 demethylase UTX is a gender-specific tumor suppressor in T-cell acute lymphoblastic leukemia Blood 125 13 21 2015 25320243 PMC4347284
- [31]Huether R The landscape of somatic mutations in epigenetic regulators across 1,000 paediatric cancer genomes Nat Commun 5 3630 2014 24710217 PMC4119022
- [32]Palomero T Mutational loss of PTEN induces resistance to NOTCH1 inhibition in T-cell leukemia Nat Med 13 1203 10 2007 17873882 PMC2600418
- [33]Kleppe M Deletion of the protein tyrosine phosphatase gene PTPN2 in T-cell acute lymphoblastic leukemia Nat Genet 42 530 5 2010 20473312 PMC2957655
- [34]Gutierrez A High frequency of PTEN, PI3K, and AKT abnormalities in T-cell acute lymphoblastic leukemia Blood 114 647 50 2009 19458356 PMC2713461
- [35]Shochat C Gain-of-function mutations in interleukin-7 receptor-alpha (IL7R) in childhood acute lymphoblastic leukemias J Exp Med 208 901 8 2011 21536738 PMC3092356
- [36]Zenatti PP Oncogenic IL7R gain-of-function mutations in childhood T-cell acute lymphoblastic leukemia Nat Genet 43 932 9 2011 21892159 PMC7424552
- [37]Flex E Somatically acquired JAK1 mutations in adult acute lymphoblastic leukemia J Exp Med 205 751 8 2008 18362173 PMC2292215
- [38]Jeong EG Somatic mutations of JAK1 and JAK3 in acute leukemias and solid cancers Clin Cancer Res 14 3716 21 2008 18559588
- [39]Bains T Newly described activating JAK3 mutations in T-cell acute lymphoblastic leukemia Leukemia 26 2144 6 2012 22425895
- [40]Kontro M Novel activating STAT5B mutations as putative drivers of T-cell acute lymphoblastic leukemia Leukemia 28 1738 42 2014 24573384
- [41]Balgobind BV Leukemia-associated NF1 inactivation in patients with pediatric T-ALL and AML lacking evidence for neurofibromatosis Blood 111 4322 8 2008 18172006
- [42]De Keersmaecker K Exome sequencing identifies mutation in CNOT3 and ribosomal genes RPL5 and RPL10 in T-cell acute lymphoblastic leukemia Nat Genet 45 186 90 2013 23263491 PMC5547913
- [43]Van Vlierberghe P PHF6 mutations in T-cell acute lymphoblastic leukemia Nat Genet 42 338 42 2010 20228800 PMC2847364
- [44]Bandapalli OR The activating STAT5B N642H mutation is a common abnormality in pediatric T-cell acute lymphoblastic leukemia and confers a higher risk of relapse Haematologica 99 e188 92 2014 24972766 PMC4181267
- [45]Vicente C Targeted sequencing identifies associations between IL7R-JAK mutations and epigenetic modulators in T-cell acute lymphoblastic leukemia Haematologica 100 1301 10 2015 26206799 PMC4591762
- [46]Atak ZK Comprehensive analysis of transcriptome variation uncovers known and novel driver events in T-cell acute lymphoblastic leukemia PLoS Genet 9 e1003997 2013 24367274 PMC3868543
- [47]Winter SS Safe integration of nelarabine into intensive chemotherapy in newly diagnosed T-cell acute lymphoblastic leukemia: Children’s Oncology Group Study AALL0434 Pediatr Blood Cancer 62 1176 83 2015 25755211 PMC4433576
- [49]Navarro JM Site- and allele-specific polycomb dysregulation in T-cell leukaemia Nat Commun 6 6094 2015 25615415 PMC4317503
- [50]Lawrence MS Mutational heterogeneity in cancer and the search for new cancer-associated genes Nature 499 214 8 2013 23770567 PMC3919509
- [51]Dees ND MuSiC: identifying mutational significance in cancer genomes Genome Res 22 1589 98 2012 22759861 PMC3409272
- [52]Galloway A RNA-binding proteins ZFP36L1 and ZFP36L2 promote cell quiescence Science 352 453 9 2016 27102483
- [53]Hodson DJ Deletion of the RNA-binding proteins ZFP36L1 and ZFP36L2 leads to perturbed thymic development and T lymphoblastic leukemia Nat Immunol 11 717 24 2010 20622884 PMC2953641
- [54]Mansour MR Notch-1 mutations are secondary events in some patients with T-cell acute lymphoblastic leukemia Clin Cancer Res 13 6964 9 2007 18056171
- [57]Pugh TJ The genetic landscape of high-risk neuroblastoma Nat Genet 45 279 84 2013 23334666 PMC3682833
- [58]Popov N Schulein C Jaenicke LA Eilers M Ubiquitylation of the amino terminus of Myc by SCF(beta-TrCP) antagonizes SCF(Fbw7)-mediated turnover Nat Cell Biol 12 973 81 2010 20852628
- [59]Zhao X The N-Myc-DLL3 cascade is suppressed by the ubiquitin ligase Huwe1 to inhibit proliferation and promote neurogenesis in the developing brain Dev Cell 17 210 21 2009 19686682 PMC2769073
- [60]Zhao X The HECT-domain ubiquitin ligase Huwe1 controls neural differentiation and proliferation by destabilizing the N-Myc oncoprotein Nat Cell Biol 10 643 53 2008 18488021 PMC2680438
- [61]Treanor LM Interleukin-7 receptor mutants initiate early T cell precursor leukemia in murine thymocyte progenitors with multipotent potential J Exp Med 211 701 13 2014 24687960 PMC3978278
- [62]Taatjes DJ The human Mediator complex: a versatile, genome-wide regulator of transcription Trends Biochem Sci 35 315 22 2010 20299225 PMC2891401
- [63]Yashiro-Ohtani Y Long-range enhancer activity determines Myc sensitivity to Notch inhibitors in T cell leukemia Proc Natl Acad Sci U S A 111 E4946 53 2014 25369933 PMC4246292
- [65]Angulo I Phosphoinositide 3-kinase delta gene mutation predisposes to respiratory infection and airway damage Science 342 866 71 2013 24136356 PMC3930011
- [66]Roberts KG Targetable kinase-activating lesions in Ph-like acute lymphoblastic leukemia N Engl J Med 371 1005 15 2014 25207766 PMC4191900
- [67]Ye M STIP is a critical nuclear scaffolding protein linking USP7 to p53-Mdm2 pathway regulation Oncotarget 6 34718 31 2015 26460617 PMC4741485
- [68]Neumann M Greif PA Baldus CD Mutational landscape of adult ETP-ALL Oncotarget 4 952 3 2013 23807759 PMC3759672
- [70]Zhou X Exploring genomic alteration in pediatric cancer using ProteinPaint Nat Genet 48 4 6 2016 26711108 PMC4892362
- [71]Parker M C11orf95-RELA fusions drive oncogenic NF-kappaB signalling in ependymoma Nature 506 451 5 2014 24553141 PMC4050669
- [72]Anders S Pyl PT Huber W HTSeq–a Python framework to work with high-throughput sequencing data Bioinformatics 31 166 9 2015 25260700 PMC4287950
- [73]Hoadley KA Multiplatform analysis of 12 cancer types reveals molecular classification within and across tissues of origin Cell 158 929 44 2014 25109877 PMC4152462
- [74]Kawagoe H Kandilci A Kranenburg TA Grosveld GC Overexpression of N-Myc rapidly causes acute myeloid leukemia in mice Cancer Res 67 10677 85 2007 18006809
- [77]Mantel N Evaluation of survival data and two new rank order statistics arising in its consideration Cancer Chemother Rep 50 163 70 1966 5910392
Cited by
Sorted by citations
Arber, D. A., Orazi, A., Hasserjian, R. P., Borowitz, M. J., Calvo, K. R., Kvasnicka, H.-M., Wang, S. A., Bagg, A., Barbui, T., Branford, S., et al. (2022) · Blood · doi:10.1182/blood.2022015850 · Cited by 2,945 · see citing works
Self-citationPan-cancer genome and transcriptome analyses of 1,699 paediatric leukaemias and solid tumours
Ma, X., Liu, Y., Liu, Y., Alexandrov, L. B., Edmonson, M. N., Gawad, C., Zhou, X., Li, Y., Rusch, M. C., Easton, J., et al. (2018) · Nature · doi:10.1038/nature25795 · Cited by 901 · see citing works
Self-citationAlphaGenome: advancing regulatory variant effect prediction with a unified DNA sequence model
Avsec, Ž., Latysheva, N., Cheng, J., Novati, G., Taylor, K. R., Ward, T., Bycroft, C., Nicolaisen, L., Arvaniti, E., Pan, J., et al. (2025) · doi:10.1101/2025.06.25.661532 · Cited by 395 · see citing works
Advancing regulatory variant effect prediction with AlphaGenome
Avsec, Ž., Latysheva, N., Cheng, J., Novati, G., Taylor, K. R., Ward, T., Bycroft, C., Nicolaisen, L., Arvaniti, E., Pan, J., et al. (2026) · Nature · doi:10.1038/s41586-025-10014-0 · Cited by 373 · see citing works
“For the oncogenic mutation chr. 1: 47239296: C>ACG 6 , AlphaGenome predicted increases in the activating histone marks H3K27ac and H3K4me1 at the variant, consistent with experimentally observed neo-enhancer formation at that position 6,33 (Fig.”
USP7 deubiquitinates and stabilizes NOTCH1 in T-cell acute lymphoblastic leukemia
Shan, H., Li, X., Xiao, X., Dai, Y., Huang, J., Song, J., Liu, M., Yang, L., Lei, H., Tong, Y., et al. (2018) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-018-0028-3 · Cited by 66 · see citing works
NetBID2 provides comprehensive hidden driver analysis
Dong, X., Ding, L., Thrasher, A., Wang, X., Liu, J., Pan, Q., Rash, J., Dhungana, Y., Yang, X., Risch, I., et al. (2023) · Nature Communications · doi:10.1038/s41467-023-38335-6 · Cited by 37 · see citing works
Self-citationSpatial promoter–enhancer hubs in cancer: organization, regulation, and function
Zhao, J., & Faryabi, R. B. (2023) · Trends in Cancer · doi:10.1016/j.trecan.2023.07.017 · Cited by 28 · see citing works
PTEN in Regulating Hematopoiesis and Leukemogenesis
Wu, Y., Zhu, H., & Wu, H. (2020) · Cold Spring Harbor Perspectives in Medicine · doi:10.1101/cshperspect.a036244 · Cited by 22 · see citing works
YBX1 as an oncogenic factor in T-cell acute lymphoblastic leukemia
Li, H., Zhang, D., Fu, Q., Wang, S., Wang, Z., Zhang, X., Chen, X., Zhu, X., An, N., Chen, Y., et al. (2023) · Blood Advances · doi:10.1182/bloodadvances.2022009648 · Cited by 21 · see citing works
Self-citation
- Authors
- Liu, Y., Easton, J., Shao, Y., Maciaszek, J., Wang, Z., Wilkinson, M. R., McCastlain, K., Edmonson, M., Pounds, S. B., Shi, L., Zhou, X., Ma, X., Sioson, E., Li, Y., Rusch, M., Gupta, P., Pei, D., Cheng, C., Smith, M. A., Guidry Auvil, J. M., Gerhard, D. S., Relling, M. V., Winick, N. J., Carroll, A. J., Heerema, N. A., Raetz, E., Devidas, M., Willman, C. L., Harvey, R. C., Carroll, W. L., Dunsmore, K. P., Winter, S. S., Wood, B. L., Sorrentino, B. P., Downing, J. R., Loh, M. L., Hunger, S. P., Zhang, J., & Mullighan, C. G.
- Affiliations
- St. Jude Children's Research Hospital (US)
- National Institutes of Health (US)
- The University of Texas Southwestern Medical Center (US)
- University of Alabama at Birmingham (US)
- The Ohio State University (US)
- Primary Children's Hospital (US)
- University of Florida Health (US)
- University of New Mexico (US)
- NYU Langone Health (US)
- University of Virginia (US)
- Seattle Cancer Care Alliance (US)
- University of California, San Francisco (US)
- Children's Hospital of Philadelphia (US)
- Corresponding author
- Hunger, Stephen P
- Zhang, Jinghui
- Mullighan, Charles G
- ORCID
- Liu, Yu
- Easton, John
- Shao, Ying
- Maciaszek, Jamie
- Wang, Zhaoming
- Wilkinson, Mark R
- McCastlain, Kelly
- Edmonson, Michael
- Pounds, Stanley B
- Shi, Lei
- Zhou, Xin
- Ma, Xiaotu
- Sioson, Edgar
- Li, Yongjin
- Rusch, Michael
- Gupta, Pankaj
- Cheng, Cheng
- Smith, Malcolm A
- Relling, Mary V
- Winick, Naomi J
- Carroll, Andrew J
- Raetz, Elizabeth
- Devidas, Meenakshi
- Willman, Cheryl L
- Harvey, Richard C
- Carroll, William L
- Dunsmore, Kimberly P
- Winter, Stuart S
- Wood, Brent L
- Downing, James R
- Loh, Mignon L
- Hunger, Stephen P
- Zhang, Jinghui
- Mullighan, Charles G
- Venue
- Nature Genetics
- Published
- 2017-07-03
- Volume
- 49
- Issue
- 8
- Pages
- 1211-1218
- ISSN
- 1061-4036 (ISSN-L)
- 1546-1718
- PMC
- PMC5535770
- OpenAlex
- W2733265822
- Cited by
- 918
- References
- 9
- Citations by year
- 2026: 39 · 2025: 73 · 2024: 110 · 2023: 130 · 2022: 125 · 2021: 131 · 2020: 113 · 2019: 99 · 2018: 79 · 2017: 16 · 2012: 1
- FWCI
- 78.84
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- Locations
- Nature Genetics (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (HHSN261200800001C)
- National Cancer Institute (U10CA098413, U24CA114766, HHSN261200800001E), RC2CA148529, U10CA180899, U01CA157937, U10CA098543, P30CA016058, R35CA197695, P30CA021765)
- National Institute of General Medical Sciences (P50GM115279)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Acute Lymphoblastic Leukemia research
- Health Sciences › Medicine › Hematology › Acute Myeloid Leukemia Research
- Health Sciences › Medicine › Pathology and Forensic Medicine › Lymphoma Diagnosis and Treatment
- Keywords
- T-cell acute lymphoblastic leukemia, pediatric leukemia, young adult leukemia, driver genes, Notch1 signaling, T cell transcription factors, TLX1, TAL1, MYCN, cyclin D3, CTCF, SMARCA4, ZFP36L2, MYB, disease subtypes
- MeSH terms
- Adolescent, Adult, Child, Child, Preschool, Humans, Middle Aged, Mutation, Gene Rearrangement, Cohort Studies, Signal Transduction, Gene Expression Regulation, Neoplastic, Cell Lineage, Genomics, Epigenesis, Genetic, Receptor, Notch1, Precursor Cell Lymphoblastic Leukemia-Lymphoma, Young Adult
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.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review