The DOI matches its Crossref record; 92 of the 92 references it cites were found in a registry or an index; 33 of the 43 sources its claims cite were checked for support.
TREM2 Regulates Microglial Cholesterol Metabolism upon Chronic Phagocytic Challenge
Open accessAbstract
Loss-of-function (LOF) variants of TREM2, an immune receptor expressed in microglia, increase Alzheimer's disease risk. TREM2 senses lipids and mediates myelin phagocytosis, but its role in microglial lipid metabolism is unknown. Combining chronic demyelination paradigms and cell sorting with RNA sequencing and lipidomics, we find that wild-type microglia acquire a disease-associated transcriptional state, while TREM2-deficient microglia remain largely homeostatic, leading to neuronal damage. TREM2-deficient microglia phagocytose myelin debris but fail to clear myelin cholesterol, resulting in cholesteryl ester (CE) accumulation. CE increase is also observed in APOE-deficient glial cells, reflecting impaired brain cholesterol transport. This finding replicates in myelin-treated TREM2-deficient murine macrophages and human iPSC-derived microglia, where it is rescued by an ACAT1 inhibitor and LXR agonist. Our studies identify TREM2 as a key transcriptional regulator of cholesterol transport and metabolism under conditions of chronic myelin phagocytic activity, as TREM2 LOF causes pathogenic lipid accumulation in microglia.
Overview
AI snapshot
Written from the paper’s full text.
TL;DR
Using chronic cuprizone-induced demyelination combined with cell sorting, RNA sequencing, and lipidomics, this study shows that TREM2 is required for microglia to acquire a damage-associated transcriptional program and to handle the cholesterol released by myelin phagocytosis. TREM2-deficient microglia still engulf myelin but accumulate cholesteryl ester (CE), a phenotype rescued in vitro by an ACAT1 inhibitor or an LXR agonist.
Key findings
- Upon 5- or 12-week cuprizone (CPZ) diet, Trem2+/+ and Trem2+/– microglia upregulated lysosomal, phagosomal, and cholesterol metabolism genes (e.g., Apoe, Apoc1, Ch25h, Lipa, Nceh1, Npc2, Soat1) and DAM gene sets, whereas Trem2–/– microglia largely failed to respond and clustered with untreated controls (absolute log2 FC > 0.5, FDR < 0.2; interaction p < 0.05 for cathepsins).
- After 12 weeks of CPZ, CE and oxidized CE (oxCE) species were significantly elevated in Trem2–/– forebrain (FDR < 0.05; interaction p < 0.01); CE22:6 rose upward of 38-fold versus Trem2–/– control brain and 2.5-fold versus Trem2+/+ 12-week CPZ brain, while brain free cholesterol was unchanged.
- FACS-isolated Trem2–/– microglia showed 8- to 20-fold elevations of CE20:4 and CE22:6 after 12-week CPZ (interaction p < 0.001), with no genotype effects in astrocytes or CSF; Apoe–/– mice also accumulated CE in forebrain, microglia, astrocytes, and CSF (e.g., 3.2-, 6.9-, and 2.5-fold increases in CE18:1, CE20:4, CE22:6 in Apoe–/– microglia on control diet).
- Sulfatide bound and signaled through TREM2 (pSYK readout); the R47H variant had reduced affinity (KD 20 μM vs 6.8 μM for sulfatide; 14 μM vs 5.6 μM for PS). In vitro, Trem2–/– BMDMs showed ~3-fold more Nile red neutral lipid staining with myelin, and TREM2–/– iPSC-derived microglia had ~20% less pHrodo-myelin uptake yet increased CE20:4, CE22:6, and cholesterol; CE accumulation was abolished by ACAT1 inhibitor K604 and by LXR agonist GW3965.
- Trem2–/– mice showed more APP-positive dystrophic neurites and higher plasma neurofilament-light chain after CPZ (12-week interaction p < 0.001) and with aging (interaction p < 0.05).
Methods
- Mice: Trem2+/+, Trem2+/–, Trem2–/– littermates (9–11 months old) on normal or 0.2% cuprizone diet for 5 or 12 weeks; separate Apoe–/– and wild-type cohorts (3 months, 12-week CPZ); young (2-month) and aged (15–17-month) female Trem2+/+ and Trem2–/– mice.
- FACS isolation of CD11b+ microglia and ACSA2+ astrocytes, plus CSF collection, followed by bulk QuantSeq RNA-seq, 10x scRNA-seq (3,023 cells resolved into eight clusters), and LCMS lipidomics; histology for APP puncta and Simoa for plasma Nf-L.
- In vitro: TREM2/DAP12 HEK293 cells and human macrophages for pSYK AlphaLISA, surface plasmon resonance for lipid binding, Trem2+/+ and Trem2–/– BMDMs, and CRISPR TREM2-knockout human iPSC-derived microglia treated with purified myelin ± K604 or GW3965.
Limitations
- Stated by the paper: whether LOAD-associated partial loss-of-function variants such as R47H phenocopy complete TREM2 loss "remains to be established"; whether oxCE species are neurotoxic or pro-inflammatory "remains to be determined"; and extracellular/interstitial fluid lipid accumulation "cannot be ruled out" since CSF lipidomics showed no changes.
- Evident from the text: aged Trem2–/– microglia showed only mild cholesterol-metabolism gene changes and no genotype-specific CE alteration, so the lipid phenotype is demonstrated mainly under the severe CPZ challenge; the in vitro rescue data come from small samples (n = 3 biological replicates for BMDM lipidomics, n = 2 for LXR agonist ABCA1/ABCG1 expression, n = 4 technical replicates for iMG uptake).
- Evident from the text: all authors are paid employees and shareholders of Denali Therapeutics, which has filed patent applications on the subject matter, and several reagents are subject to material-transfer restrictions.
Model-written summary. Check it against the paper before relying on it.
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Verification
Claims the paper makes
33 of 43 cited sources checked · 10 supported · 1 flagged · accuracy not yet measured
Some cited sources support this claim and some don’t — read each source’s verdict below.
In the paper
“Certain TREM2 LOAD variants, including R47H, show reduced affinity to lipids”
What the sources say
- Disputedcites Kober et al., 2016 sourceExperimental — accuracy not yet measured
The Discussion states that the authors observed no large differences in phospholipid binding for validated TREM2 AD risk variants. It specifically says R47H performed like wild-type TREM2 in direct lipid-binding assays; the reduced binding reported in the Results concerns cell-surface ligands, not lipids. (LLM, conf=0.92)
Checked by a reasoning model — may be wrong.
- Not checked — no full text of the sourcecites Ulland and Colonna, 2018 source
- Partly supportedcites Wang et al., 2015 sourceExperimental — accuracy not yet measured
The Results section reports that R47H reduced TREM2 responses to several lipid ligands, and the Discussion says it likely reduces binding affinity for most anionic ligands. The paper does not establish reduced lipid affinity for other late-onset Alzheimer’s disease (LOAD) variants, as the claim’s plural wording implies. (LLM, conf=0.86)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Disputed
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Loss-of-function (LOF) variants of TREM2, an immune receptor expressed in microglia, increase Alzheimer’s disease risk.”
- Also stated in: § Introduction · plain
“Individuals carrying rare heterozygous variants of TREM2, such as R47H, have higher LOAD risk (average odds ratio [OR] ∼4.5) (Guerreiro et al., 2013; Jonsson et al., 2013; Ulland and Colonna, 2018”
What the sources say
- Supportedcites Guerreiro et al., 2013 source
The Discussion (page unavailable) says heterozygous rare TREM2 variants predispose to Alzheimer’s disease and identifies reduced TREM2 function as the likely pathogenic mechanism. It also describes TREM2 as part of an immune receptor-signaling complex and discusses its expression in microglia. The Results report an odds ratio of 4.59 for R47H in participants not previously genotyped or imputed. (LLM, conf=0.91)
- Partly supportedcites Jonsson et al., 2013 sourceExperimental — accuracy not yet measured
The Results report that the rare TREM2 R47H variant is associated with increased Alzheimer’s disease risk, and the Discussion describes TREM2 expression in microglia. But the paper calls R47H a missense variant and only proposes that it may reduce TREM2 activity; it does not establish it as loss-of-function. The combined odds ratio is 2.90, not approximately 4.5; an odds ratio of 4.66 applies only to a comparison with cognitively intact controls aged at least 85. (LLM, conf=0.90)
- Not checked — no full text of the sourcecites Ulland and Colonna, 2018 source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Rests on an assumption: TREM2 is selectively expressed in microglia within the CNS.
- Also stated in: § Introduction · plain
Every source the paper cites for this claim was checked and supports it.
In the paper
“Microarray studies in Trem2–/– mice subjected to a demyelinating cuprizone (CPZ) diet also showed that TREM2 controls expression of many microglial genes controlling lipid transport (Apoe) or catabolism (Lpl)”
What the sources say
- Supportedcites Poliani et al., 2015 source
The Results describe gene-expression profiling of microglia from WT and Trem2–/– mice treated with cuprizone. They report that TREM2 deficiency impaired the induction of many transcripts, including Apoe and Lpl, which the paper identifies as involved in lipid transport and metabolism. (LLM, conf=0.93)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Rests on an assumption: TREM2 is selectively expressed in microglia within the CNS.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“This suggests that chronic demyelination induces expression changes related to those observed in 5XFAD and SOD1 microglia”
What the sources say
- Partly supportedcites Keren-Shaul et al., 2017 sourceExperimental — accuracy not yet measured
The Results (page unavailable) report highly similar microglial expression profiles in the 5XFAD Alzheimer’s model and an ALS mouse model. Our copy does not examine chronic demyelination or show that it induces related changes; searches for demyelination and myelin found no passage addressing that part of the claim. (LLM, conf=0.82)
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“TREM2 binds to various lipids, including phosphatidylcholine (PC), sphingomyelin (SM), phosphatidylserine (PS), phosphatidylinositol (PI), and sulfatide”
What the sources say
- Partly supportedcites Kober et al., 2016 sourceExperimental — accuracy not yet measured
The Results report direct TREM2 binding to phospholipids, and the Discussion identifies PC, PI, and PS among the lipids examined (page unavailable in our copy). The copy does not establish binding to sphingomyelin (SM) or sulfatide, so it does not support the full list. (LLM, conf=0.88)
- Partly supportedcites Sudom et al., 2018 sourceExperimental — accuracy not yet measured
The section “R47H variant differentiates from WT TREM2 in lipid binding, oligomerization, and signaling” reports PS and sphingomyelin binding, but describes phosphatidylcholine binding as poor. The passages in our copy do not establish binding to phosphatidylinositol or sulfatide. No page number is supplied for the deciding results passage. (LLM, conf=0.88)
- Supportedcites Wang et al., 2015 source
The Results section on lipid sensing reports TREM2 reporter activation by the tested lipids, with PC and SM performing best. The Results section on the R47H mutation identifies PS, PI, and sulfatides as TREM2 ligands, and the Discussion describes TREM2 as binding multiple lipid ligands. Page numbers are unavailable in our copy. (LLM, conf=0.91)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“microglial responses in the Apoe–/– phenocopy those of Trem2–/– in specific paradigms, such as phagocytosis of apoptotic neurons”
What the sources say
- Supportedcites Krasemann et al., 2017 source
In the Results sections on APOE regulation and Trem2 targeting (pages not provided), the paper reports that Apoe−/− and Trem2−/− microglia each retain or restore homeostatic gene expression in the apoptotic-neuron phagocytosis paradigm. This supports the claimed similarity in microglial response; it does not establish identical phagocytosis rates. (LLM, conf=0.88)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“potentially indicating lysosomal dysfunction”
What the sources say
- Partly supportedcites Bissig and Gruenberg, 2013 sourceExperimental — accuracy not yet measured
The 'Endosomal Trafficking of Cholesterol' section reports that glycosphingolipids accumulate in late endocytic compartments in Niemann–Pick type C disease and links LBPA (BMP) to cholesterol export. The copy does not identify GM3 specifically or say that elevated GM3 and BMP species indicate lysosomal dysfunction. (LLM, conf=0.76)
- Partly supportedcites Miranda et al., 2018 sourceExperimental — accuracy not yet measured
The Results section (‘Vps34 ablation in neurons alters brain exosome composition’; page unavailable) reports increased BMP levels ‘consistent with endolysosomal impairment,’ supporting the proposed link for BMP. Our copy does not report an elevation of GM3 or link GM3 to lysosomal dysfunction, so that part of the claim is unsupported. (LLM, conf=0.85)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Apoe is one of the most striking TREM2-dependent damage-associated microglia genes”
What the sources say
- Supportedcites Götzl et al., 2019 source
The Results section on opposite molecular signatures identifies ApoE as the most upregulated disease-associated microglial gene in Grn−/− microglia and reports that the disease-associated gene signature is suppressed in Trem2−/− microglia. The Introduction also describes TREM2 as a regulator of the switch to that signature. Together, these passages support the characterization of Apoe as a prominent TREM2-dependent disease-associated microglial gene; the copy provides no page numbers for these sections. (LLM, conf=0.86)
- Supportedcites Krasemann et al., 2017 source
In the Results section on genetic targeting of Trem2 (page unavailable), Apoe is listed among the most upregulated genes in the common disease-associated signature, and its expression is suppressed in Trem2-deficient microglia. This supports the characterization of Apoe as a prominent TREM2-dependent disease-associated microglial gene. (LLM, conf=0.92)
- Supportedcites Parhizkar et al., 2019 source
The Discussion reports that ApoE protein is strongly induced in plaque-associated microglia under disease conditions in a Trem2-dependent manner. The Results also show increased ApoE abundance in microglia-enriched fractions with functional Trem2. The paper does not rank ApoE against other genes, but these findings support the claim’s qualitative description of it as a striking TREM2-dependent disease-associated microglial gene. (LLM, conf=0.88)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“At low concentrations of pro-survival factor M-CSF (5 ng/mL), pHrodo-myelin phagocytosis was reduced in Trem2–/– BMDMs compared with Trem2+/+”
What the sources say
- Partly supportedcites Poliani et al., 2015 sourceExperimental — accuracy not yet measured
The Results report impaired clearance of damaged myelin in Trem2–/– mice after prolonged demyelination. The Discussion also mentions macrophage survival at limited CSF-1 concentrations. Neither passage reports a pHrodo-myelin phagocytosis comparison between Trem2–/– and Trem2+/+ BMDMs at 5 ng/mL M-CSF. (LLM, conf=0.82)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Neurite dystrophy occurs in CPZ-treated Trem2–/– mice”
What the sources say
- Supportedcites Cantoni et al., 2015 source
The Results section, “TREM2−/− mice have more axonal pathology,” reports dystrophic axons in CPZ-treated TREM2−/− mice. Axons are neurites, so this supports the claim; the supplied passage does not provide a page number. (LLM, conf=0.92)
- Supportedcites Poliani et al., 2015 source
The Results report clear axonal dystrophy in cuprizone-treated Trem2–/– mice, evidenced by axonal spheroids. Axons are neurites, so this supports the claim of neurite dystrophy. (LLM, conf=0.91)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
- Probably not a substantial claim. 24
- It may state two separate claims as one. 44
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Microglial dysfunction is a hallmark of the aging brain, as cells accumulate excessive myelin debris and acquire a DAM transcriptional state”
What the sources say
- Partly supportedcites Mecca et al., 2018 sourceExperimental — accuracy not yet measured
Section 2 describes age-related microglial deterioration, and Section 3.3 describes a distinct gene-expression signature and a shift toward a neurodegenerative phenotype in aging. But Section 3.2 reports myelin-debris accumulation in a cuprizone demyelination model with defective TREM2 function, not as a general feature of the aging brain. The paper does not identify the aged-cell signature as a DAM state. (LLM, conf=0.88)
- Partly supportedcites Safaiyan et al., 2016 sourceExperimental — accuracy not yet measured
The paper’s Abstract reports that age-related myelin fragmentation produces lysosomal inclusions in microglia and contributes to microglial senescence and immune dysfunction. It also reports gene-expression changes in aged microglia, but does not identify those changes as a DAM transcriptional state. No page number is available in our copy. (LLM, conf=0.88)
- Partly supportedcites Keren-Shaul et al., 2017 sourceExperimental — accuracy not yet measured
The Results report a DAM population in aged mice that was not detected in young mice, supporting an association between aging and a DAM transcriptional state. The paper does not report accumulation of myelin debris, and the Discussion describes DAM as potentially protective rather than establishing microglial dysfunction as a hallmark of aging. Page numbers were not provided in our copy. (LLM, conf=0.88)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“DAM 1 genes were upregulated in Trem2+/+ CPZ, Trem2+/– CPZ, and Trem2–/– CPZ microglia, although Trem2–/– showed reduced upregulation.”
What the sources say
- Partly supportedcites Keren-Shaul et al., 2017 sourceExperimental — accuracy not yet measured
The Results report that stage-1 DAM genes, including Apoe and B2m, are upregulated through a Trem2-independent process in 5XFAD mice, including Trem2 knockouts. They do not report this result in CPZ-treated microglia or establish the claimed pattern across Trem2+/+, Trem2+/−, and Trem2−/− CPZ groups, including reduced upregulation in the knockout. (LLM, conf=0.85)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Myelin contains the majority (>80%) of the brain’s free cholesterol”
What the sources say
- Partly supportedcites Martín et al., 2014 sourceExperimental — accuracy not yet measured
The Introduction says a large fraction of brain cholesterol is present in the myelin sheath. It does not specify that the fraction exceeds 80% or that the statement concerns free cholesterol; searches for those details found no supporting passage. Our copy provides no page number for the passage. (LLM, conf=0.86)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Upon lipid ligand binding, TREM2 recruits SYK via DAP12’s ITAM domain, leading to SYK phosphorylation”
What the sources say
- Partly supportedcites Hamerman et al., 2006 sourceExperimental — accuracy not yet measured
The DAP12 section says phosphorylated tyrosines in its ITAM recruit SYK and/or Zap70, and the TREM-2 section describes signaling through DAP12. It does not identify the ligand as a lipid or report that ligand binding leads to SYK phosphorylation; the phosphorylation it describes is of DAP12’s ITAM tyrosines. (LLM, conf=0.87)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Although a link has been established between TREM2 and lipid metabolism, previous studies have focused primarily on lipids as candidate TREM2 ligands”
What the sources say
- Supportedcites Atagi et al., 2015 source
In the ‘ApoA1 and ApoB Also Bind to TREM2’ section (page not provided), the paper reports that TREM2 binds apoE, apoA1, and apoB, and identifies apoE and apoA1 as components of HDL. These findings support the broad claim of a link between TREM2 and lipid metabolism; the claim does not assert that TREM2 directly regulates metabolism. (LLM, conf=0.87)
- Not checked — no full text of the sourcecites Bailey et al., 2015 source
- Partly supportedcites Sudom et al., 2018 sourceExperimental — accuracy not yet measured
The section on R47H lipid binding reports that TREM2 binds phospholipids and that phosphatidylserine stimulation affects TREM2 signaling. This establishes a link to lipids, but the paper does not establish a role for TREM2 in lipid metabolism specifically. (LLM, conf=0.83)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“previous studies have focused primarily on lipids as candidate TREM2 ligands, in the form of either lipoprotein particles or cell surface-exposed signals”
What the sources say
- Partly supportedcites Atagi et al., 2015 sourceExperimental — accuracy not yet measured
The Discussion (page unavailable) describes earlier work on anionic, zwitterionic, and myelin-associated lipids as TREM2 ligands. It also reports binding to lipidated apoE, which can form a lipoprotein particle, but presents that as this study's finding. The cited passages do not establish that previous studies focused primarily on lipids in lipoprotein particles or as cell surface-exposed signals. (LLM, conf=0.82)
- Not checked — no full text of the sourcecites Bailey et al., 2015 source
- Partly supportedcites Sudom et al., 2018 sourceExperimental — accuracy not yet measured
The Abstract reports anionic lipids among putative TREM2 ligands, and the section on R47H lipid binding describes TREM2 binding to several phospholipids. Our copy does not establish that previous studies focused primarily on lipids or describe those candidate ligands specifically as lipoprotein particles or cell surface-exposed signals. Page numbers were not supplied for these passages. (LLM, conf=0.82)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Importantly, genetic ablation and pharmacological inhibition of ACAT1, which lowers CE levels, is protective in amyloid and tauopathy models through various mechanisms, including autophagy activation”
What the sources say
- Partly supportedcites Bhattacharyya and Kovacs, 2010 sourceExperimental — accuracy not yet measured
Section 2.1 reports that ACAT ablation improved AD-like pathology and reduced Aβ42 in mice, while ACAT inhibitor treatment reduced amyloid plaques, brain cholesteryl esters (CE), and Aβ. The copy does not report protection in tauopathy models or identify autophagy activation as a mechanism; section 2.2 instead discusses possible effects on APP processing and says the mechanism remains uncertain. Page numbers were not available in the indexed passages. (LLM, conf=0.88)
- Partly supportedcites Bryleva et al., 2010 sourceExperimental — accuracy not yet measured
The Results report that ACAT1 ablation reduced amyloid pathology in 3XTg-AD mice, and the Discussion reports reduced amyloid plaques after treatment with ACAT inhibitors. But the Results found no significant change in neurofibrillary tangles after ACAT1 ablation, suggesting no attenuation of tau pathology; the paper does not establish autophagy activation as a mechanism. (LLM, conf=0.90)
- Partly supportedcites Di Paolo and Kim, 2011 sourceExperimental — accuracy not yet measured
The section on cholesterol metabolism and amyloidogenesis reports that ACAT inhibition reduces cholesteryl esters and Aβ, while ACAT1 ablation reduces Aβ pathology and cognitive impairment in an AD mouse model. The therapeutic-approaches section also reports efficacy of ACAT1 inhibitors in preclinical AD models. The copy does not report protection by ACAT1 intervention in tauopathy models or link ACAT1 to autophagy activation; its tau-pathology section discusses autophagy in connection with Vps34 instead. Page numbers were not provided. (LLM, conf=0.90)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Gene ontology analysis of the top upregulated marker genes within this cluster are enriched for mitochondrial cellular compartments, such as “inner mitochondrial membrane protein complex” (GO:0098800, FDR: 0.01), “mitochondrial membrane part” (GO:0044455, FDR: 0.02), among others”
What the sources say
- Partly supportedcites Ilicic et al., 2016 sourceExperimental — accuracy not yet measured
The Results section, “Biological features of low quality cells” (page unavailable), reports marginal upregulation of mitochondrial and membrane-related genes in broken cells. It does not report an analysis of cluster 3’s marker genes, the two specified GO terms, or their stated FDR values. (LLM, conf=0.83)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“The fact that human iPSC-derived APOE4/E4 astrocytes were recently reported to accumulate endolysosomal cholesterol”
What the sources say
- Partly supportedcites Lin et al., 2018 sourceExperimental — accuracy not yet measured
The Results section reports higher cellular cholesterol staining in human iPSC-derived APOE4 astrocytes than in APOE3 astrocytes, and the Discussion describes intracellular cholesterol accumulation. Neither passage establishes that the cholesterol accumulated specifically in endolysosomes; the lysosomal experiment in the Results concerns Aβ, not cholesterol. Page numbers were not available in our copy. (LLM, conf=0.88)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Partly supported
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Aged wild-type microglia downregulated a number of homeostatic genes and upregulated DAM 1 and DAM 2 genes compared to young microglia, albeit to a lesser degree than modulation in the CPZ model (Figures S1G and S1H).”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“CPZ triggered the TREM2-dependent transition from a homeostatic to damage-associated microglia state with upregulation of genes controlling lipid transport and metabolism.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: The CPZ demyelination model provides a chronic and extensive cholesterol challenge that is selective to the brain and independent of peripheral lipid metabolism.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“These changes were restricted primarily to Trem2+/+ and Trem2+/– microglia, while Trem2–/– microglia largely failed to respond to CPZ (Figures 1B and 1C).”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: The CPZ demyelination model provides a chronic and extensive cholesterol challenge that is selective to the brain and independent of peripheral lipid metabolism.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“CPZ induced transcriptional changes in Trem2+/+ and Trem2+/– microglia, whereas CPZ-challenged Trem2–/– microglia clustered with those of untreated mice (principal-component analysis [PCA]; Figure 1A).”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: The CPZ demyelination model provides a chronic and extensive cholesterol challenge that is selective to the brain and independent of peripheral lipid metabolism.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Cluster 4 showed the highest enrichment for DAM 2 gene expression, followed by cluster 8 (Figure 2B, right)”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Apoe expression was 8-fold higher with CPZ treatment of Trem2+/+ and Trem2+/– mice after 12 weeks but was attenuated in Trem2–/– mice”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Relative expression of the top 15 up- and downregulated genes per cluster confirmed that these clusters are distinct (Figure 2C), although genes exclusive to a single cluster are rare.”
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“CE accumulation was rescued by inhibition of acetyl-CoA acetyltransferase 1 (ACAT1), which converts cholesterol to CE, and by a liver X receptor (LXR) agonist”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: The CPZ demyelination model provides a chronic and extensive cholesterol challenge that is selective to the brain and independent of peripheral lipid metabolism.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Cluster 8 similarly consisted of cells with upregulated lysosome- and lipid metabolism-related genes, such as Ctsb, Ctsd, and Apoe, but their expression was lower than that seen in cluster 4”
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Microglia from cluster 8 were largely absent in Trem2+/+ controls (< 2.3%), mildly increased in the Trem2+/+ CPZ and Trem2+/– CPZ mice (∼10%), and most abundant in the Trem2–/– CPZ mice (∼20%) (Data S2).”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“12 week CPZ increased levels of certain lipid species in microglia of all genotypes compared with untreated genotype controls, but Trem2–/– microglia exhibited more dramatic increases compared with Trem2+/+ and Trem2+/– microglia (Figure 4A; Data S3; two-way ANOVA, FDR < 0.05).”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Increased pSYK response to sulfatide liposomes was abolished by addition of recombinant hTREM2 but not hTREM1 ECD”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Upon 5 week CPZ, minimal changes were detected, with an enhancement in CE and oxCE levels in all three genotypes (Figure S3E).”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“CPZ led to an increase in CE18:1, 20:4, and 22:6 species in Apoe–/– versus Apoe+/+ forebrain (Figure 5B; main effect from two-way ANOVA, p < 0.001; FCs were 6.6, 1.4, and 6.7, respectively), and APOE deficiency significantly exacerbated the treatment effects for CE18:1 and CE20:4 (genotype-treatment interaction p < 0.05).”
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“CE22:6 showed the most striking increase in Trem2–/– brain with chronic demyelination, upward of 38-fold compared with Trem2–/– control brain and 2.5-fold compared with Trem2+/+ 12 week CPZ brain (Figure 3C).”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The increase trended toward attenuation by pre-incubating oxLDL with high concentrations of recombinant hTREM2 ECD at 9 μM (p = 0.1, two-way ANOVA, Tukey test) but not at lower concentrations such as those used in liposome/hTREM2 competition experiments (3 μM)”
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Lipids selectively increased in Trem2–/– microglia upon chronic demyelination included many species dysregulated in the forebrain (e.g., CE20:4, CE22:6) (Figures 4D and 4E; interaction p < 0.001 for 12 week CPZ, two-way ANOVA), which were elevated 8- to 20-fold in Trem2–/– microglia upon 12 week CPZ diet compared with controls.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Lipid changes were unique to microglia, as astrocytes or CSF did not display any genotype- or CPZ treatment-specific alterations (Figures 4B and 4C; two-way ANOVA, FDR < 0.05).”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Myelin lipids HexCer and sulfatides were similarly increased in wild-type and Apoe–/– microglia with 12 week CPZ, but there were no treatment effects in astrocytes (Figures S5B and S5C; Data S4).”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“hTREM2 exhibited similar binding affinity and response at the highest analyte concentration to sulfatide- and PS-containing liposomes: KD = 6.8 μM, response units (RU) = 704, and KD = 5.6 μM, RU = 631, respectively (Figures 6D and 6E).”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“hTREM2 R47H showed reduced affinity and lower binding response (i.e., RU) for sulfatide and PS liposomes: KD = 20 μM, RU = 191, and KD = 14 μM, RU = 267, respectively”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“cluster 3 showed a mild increase in abundance under CPZ treatment (∼1.2% of Trem2+/+ cells with control diet, to ∼2.7% Trem2+/+ cells with CPZ diet, ∼2.5% Trem2+/– cells with CPZ diet, ∼2.0% Trem2–/–”
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The vast majority of CD11b+ cells were CD45low with the CD11b+ CD45high cells representing less than 1% of the total live cells.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Our results establish a key role for TREM2 in the control of microglial gene expression and cholesterol transport upon chronic myelin phagocytosis.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Proper conversion to reactive states during chronic demyelination may enable lysosomal degradation and/or efflux of myelin lipids.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“suggesting that Trem2+/+ CPZ and Trem2+/– CPZ microglia exhibit a DAM 2-like transition in response to CPZ that is attenuated in Trem2–/– CPZ microglia.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Our data indicate a role of TREM2 in endolysosomal function and lipid metabolism, with a clear implication of cholesterol transport and metabolism.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“TREM2 senses lipids and mediates myelin phagocytosis, but its role in microglial lipid metabolism is unknown.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
- Rests on an assumption: TREM2 is selectively expressed in microglia within the CNS.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, upon chronic demyelination, Trem2–/– microglia appear to be arrested in their transition to expression states seen in Trem2+/+ and Trem2+/– microglia and are unable to upregulate transcription of DAM genes, including lysosome- and lipid metabolism-related genes”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“consistent with the fact that oxLDL is known to bind and stimulate multiple immune receptors”
What the sources say
- Not checked yetcites Choi et al., 2017 source
Checked before — its earlier verdict is held back until a new check runs.
Strength:boosted· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Not checked yet
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, both intracellular and extracellular cholesterol transport may be defective in Trem2–/– microglia with CPZ.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“suggesting that CPZ increases the levels of most CE species similarly in wild-type and Apoe–/– microglia, thus preserving genotype differences.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Lower binding response was due to a faster off-rate of the interaction, leading to shorter residency of mutant TREM2 on the lipid surface.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This maladaptive state leads to neuritic dystrophy and Nf-L release”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This transcriptional program encompasses a gene “toolbox” that may enable microglia to enhance not only their chemotactic and phagocytic properties but also their lysosomal degradative capacity and ability to facilitate intracellular and extracellular cholesterol transport, including efflux from microglia.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“These data show that sulfatide binds and signals via TREM2 and that the R47H LOAD variant is significantly impaired in its interaction with this lipid.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, Trem2–/– microglia are able to phagocytose myelin debris during demyelination but are unable to properly metabolize or mediate the efflux of myelin lipids.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, high levels of M-CSF may provide compensatory upregulation of phagocytic pathways in Trem2–/– BMDMs and reveal that the phagocytosis defects in TREM2-deficient cells can be context dependent.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Familial cases of atherosclerosis linked to mutations in the LIPA gene (encoding the lysosomal acid lipase) lead to a CE storage disorder”
What the sources say
- Not matchedcites Du and Grabowski, 2004
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Not matched
In the paper
“some of which (e.g., sulfatide) are myelin enriched”
What the sources say
- Not matchedcites Du and Grabowski, 2004
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Our data suggest that TREM2 deficiency causes cholesterol efflux defects, leading to accumulation of an ACAT1 inhibitor-sensitive pool of CE in human iMG.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“suggesting that lipid accumulation observed in bulk forebrain tissue does not reflect extracellular accumulation, although changes in interstitial fluid cannot be ruled out.”
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“As a negative control, 10μM Cytochalasin D was added to cells 1 hr before myelin and retained throughout uptake assays.”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Biochemical results did not differ between littermate controls and C57BL/6J mice.”
Strength:plain· not yet calibratedSingle caseTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“APOE isoform-specific differences in the handling of lipids by glial cells may also account for the lower and higher genetic risk of APOE2 and APOE4 (relative to APOE3) to LOAD, respectively.”
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Lipids were quantified using a mixture of non-endogenous internal standards as reported in Table S1.”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Reduced metabolic flux of CE may expose it to oxidation, resulting in secondary accumulation of oxCE species”
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“For manual quantification, puncta of APP staining in HC neuropil were counted in blinded images from the selected HC regions.”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Brain-penetrant LXR agonists have also been considered as therapeutics on the basis of anti-inflammatory and amyloid-lowering properties, resulting from their ability to enhance cholesterol efflux.”
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“littermates of the same gender were randomly assigned to experimental groups.”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“All mouse husbandry and experimental procedures were approved by Denali Institutional Animal Care and Use Committee.”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“it was comprised of very few cells and closer analysis suggests this cluster of cells to be lower quality cells that slipped through our aforementioned quality control.”
Strength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“alteration of cholesterol and CE metabolism in microglia may be a unifying mechanism accounting for disease risk, perhaps via impacts on Aβ, tau, inflammation, or other AD-relevant pathogenic processes.”
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence.
- Rests on an assumption: Several other LOAD genes expressed in microglia mediate lipid metabolism (e.g., CLU, ABCA7, SORL1).
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“viability was verified to be > 70%.”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
The paper relies on this without support.
The CPZ demyelination model provides a chronic and extensive cholesterol challenge that is selective to the brain and independent of peripheral lipid metabolism.
“allowing the assessment of microglial response to a chronic and extensive cholesterol challenge that is selective to the brain and independent of peripheral lipid metabolism.”
The paper relies on this without support.
TREM2 is selectively expressed in microglia within the CNS.
“a single-pass transmembrane immune receptor selectively expressed in microglia within the CNS.”
The paper relies on this without support.
The role of TREM2 in microglial lipid metabolism is unknown.
“but its role in microglial lipid metabolism is unknown.”
The paper relies on this without support.
APOE is the main cholesterol transporter in the CNS.
“and is commonly believed to be the main cholesterol transporter in the CNS.”
“APOE, the main cholesterol transporter in the CNS.”
The paper relies on this without support.
Myelin debris contain high levels of cholesterol but low levels of CE.
“Because myelin debris contain high levels of cholesterol but low levels of CE”
The paper relies on this without support.
APOE is expressed in microglia and astrocytes.
“However, unlike TREM2, APOE is expressed in microglia and astrocytes”
The paper relies on this without support.
Myelin debris are enriched for cholesterol and signaling lipids, such as sulfatides.
“myelin debris, which are enriched for cholesterol and signaling lipids, such as sulfatides.”
The paper relies on this without support.
Most of the brain cholesterol is found in myelin.
“Most of the brain cholesterol is found in myelin”
The paper relies on this without support.
Cholesterol cannot be efficiently catabolized and is deleterious to cells at high concentrations.
“because cholesterol cannot be efficiently catabolized and is deleterious to cells at high concentrations.”
The paper relies on this without support.
Lipid ligands are recognized by the TREM2 ECD and mediate downstream signaling.
“Lipid ligands are recognized by the TREM2 ECD and mediate downstream signaling”
The paper relies on this without support.
Several other LOAD genes expressed in microglia mediate lipid metabolism (e.g., CLU, ABCA7, SORL1).
“As several other LOAD genes expressed in microglia mediate lipid metabolism (e.g., CLU, ABCA7, SORL1)”
The paper relies on this without support.
APOE, unlike TREM2, is expressed in astrocytes and controls CNS cholesterol metabolism more broadly.
“although APOE, unlike TREM2, is expressed in astrocytes and thus controls CNS cholesterol metabolism more broadly.”
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?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Triggering receptor expressed on myeloid cells 2, a member of the immunoglobulin (Ig) superfamily, is expressed primarily by microglia in the central nervous system”
From PU.1 dictates β-amyloid-induced TREM2 expression upregulation in microglia in a transgenic model of Alzheimer’s disease (2025) · cites this paper as Nugent et al., 2020
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Conversely, mice with a constitutive deletion of the Trem2 gene treated with CPZ exhibited defective clearance of myelin debris and impaired remyelination (17, 24–26).”
From Acute TREM2 inhibition depletes MAFB-high microglia and hinders remyelination (2025) · cites this paper as [26]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Cholesterol-rich lysosomes and LDs in dysfunctional microglia have also been observed in the context of demyelination mouse models and human iPS cell models9–12.”
From APOE4/4 is linked to damaging lipid droplets in Alzheimer’s disease microglia (2024) · cites this paper as [11]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Several AD-risk genes such as TREM2, APOE, ABCA7, ABCA1, and CLU are directly related to lipid metabolism.26,27,28,29,30,31”
From Amyloid-β induces lipid droplet-mediated microglial dysfunction via the enzyme DGAT2 in Alzheimer’s disease (2025) · cites this paper as [31]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“In addition to binding lipid ligands, the TREM2 signalling cascade, of which PLCγ2 is a key pathway component, plays an important role in regulating lipid metabolism [19, 34].”
From TREM2/PLCγ2 signalling in immune cells: function, structural insight, and potential therapeutic modulation (2021) · cites this paper as [19]
Experimental — accuracy not yet measured
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Indeed, TREM2 deficiency is known to prevent a conversion of microglia to the disease associated microglial (DAM) state [19]”
From TREM2/PLCγ2 signalling in immune cells: function, structural insight, and potential therapeutic modulation (2021) · cites this paper as [19]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“ApoE is the most abundant apolipoprotein in the brain, where it is primarily expressed by astrocytes and reactive microglia7, regulating cholesterol metabolism8,9.”
From Decreased lipidated ApoE‐receptor interactions confer protection against pathogenicity of ApoE and its lipid cargoes in lysosomes (2025) · cites this paper as [9]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Lipid challenges, including cholesterol, can induce pro-inflammatory responses in microglia8,9,33.”
From Decreased lipidated ApoE‐receptor interactions confer protection against pathogenicity of ApoE and its lipid cargoes in lysosomes (2025) · cites this paper as [9]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Microglia can change their lipid metabolism in response to the lipid flux that occurs when neurons and OL die in neurodegenerative contexts [339].”
From Revisiting the Pathogenesis of X-Linked Adrenoleukodystrophy (2025) · cites this paper as [339]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“It is generally believed that astrocytes are the primary biosynthetic loci of ApoE-containing LNPs, and that one function of these secreted HDL-like particles is to supply lipids to neurons via receptor-mediated endocytosis, as well as to assist in lipid export from glia cells.54”
From ApoE is Secreted as a Lipid Nanoparticle by Mammalian Cells: Implications for Alzheimer’s Disease Pathogenesis (2025) · cites this paper as [54]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“It is generally believed that astrocytes are the primary biosynthetic loci of ApoE-containing LNPs, and that one function of these secreted HDL-like particles is to supply lipids to neurons via receptor-mediated endocytosis, as well as to assist in lipid export from glia cells.54”
From ApoE is Secreted as a Lipid Nanoparticle by Mammalian Cells: Implications for Alzheimer’s Disease Pathogenesis (2025) · cites this paper as [54]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Furthermore, TREM2 regulates cholesterol transport and metabolism through transcriptional regulation and endocytosis of cholesterol‐rich substances such as myelin and cell debris. 15”
From Inhibition of Acyl‐CoenzymeA: Cholesterol Acyltransferase 1 promotes shedding of soluble triggering receptor on myeloid cells 2 (TREM2) and low‐density lipoprotein receptor 1 (LRP1)‐dependent phagocytosis of amyloid beta protein in microglia (2025) · cites this paper as [15]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Furthermore, when lipid‐loaded microglia are treated with ACAT1 inhibitors, their ability to phagocytose Aβ improves. 15”
From Inhibition of Acyl‐CoenzymeA: Cholesterol Acyltransferase 1 promotes shedding of soluble triggering receptor on myeloid cells 2 (TREM2) and low‐density lipoprotein receptor 1 (LRP1)‐dependent phagocytosis of amyloid beta protein in microglia (2025) · cites this paper as [15]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“For these reasons, we and others have proposed that TREM2 plays a major role in sensing and employing cellular changes necessary to adapt to impaired cholesterol storage, thereby supporting a connection between TREM2 activity and ACAT1 inhibition. 15 , 36”
From Inhibition of Acyl‐CoenzymeA: Cholesterol Acyltransferase 1 promotes shedding of soluble triggering receptor on myeloid cells 2 (TREM2) and low‐density lipoprotein receptor 1 (LRP1)‐dependent phagocytosis of amyloid beta protein in microglia (2025) · cites this paper as [15]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“In vivo, an increase in free cholesterol and/or cholesteryl esters (CEs) was detected in astrocytes and microglia of ApoE KO mice, which was enhanced in a model of demyelination.”
From Amelioration of Tau and ApoE4-linked glial lipid accumulation and neurodegeneration with an LXR agonist (2024) · cites this paper as [4]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Lipid accumulation in glia is linked to enhanced inflammatory responses and, thus, could significantly promote neurodegeneration in AD and other neurodegenerative disorders.”
From Amelioration of Tau and ApoE4-linked glial lipid accumulation and neurodegeneration with an LXR agonist (2024) · cites this paper as [4]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“we showed that the neutral lipids that accumulate in TE4 microglia are likely CE species rather than triglycerides”
From Amelioration of Tau and ApoE4-linked glial lipid accumulation and neurodegeneration with an LXR agonist (2024) · cites this paper as [4]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“In addition, apoE, particularly in microglia, plays a key role in preventing accumulation of cholesterol ester species both normally and in the setting of demyelination in a TREM2-dependent fashion (Nugent et al., 2020).”
From Selective removal of astrocytic APOE4 strongly protects against tau-mediated neurodegeneration and decreases synaptic phagocytosis by microglia (2021) · cites this paper as Nugent et al., 2020
Experimental — accuracy not yet measuredThe cited source says what the claim attributes to it.
In the citing paper
“Chronic demyelination in vivo (12 weeks on CPZ) caused a robust accumulation of cholesteryl ester (CE) and oxidized CE in the Trem2−/– brain, suggesting that TREM2 might be a crucial transcriptional regulator of cholesterol transport and lipid metabolism in microglia [35].”
From TREM2 activation on microglia promotes myelin debris clearance and remyelination in a model of multiple sclerosis (2020) · cites this paper as [35]
The cited source says what the claim attributes to it.
In the citing paper
“TREM2 KO microglia, both in vivo and in human induced pluripotent stem cells (iPSCs), fail to clear cholesterol esters that accumulate as a result of myelin challenge [19].”
From TREM2/PLCγ2 signalling in immune cells: function, structural insight, and potential therapeutic modulation (2021) · cites this paper as [19]
The cited source says what the claim attributes to it.
In the citing paper
“In the CNS, TREM2 interacts with a variety of ligands, but it is most notably a receptor for lipid substrates [17, 19, 48].”
From TREM2/PLCγ2 signalling in immune cells: function, structural insight, and potential therapeutic modulation (2021) · cites this paper as [19]
The cited source says what the claim attributes to it.
In the citing paper
“Nugent et al. also reported that apoE knockout glia demonstrates a defect in cholesterol transport and accumulate cellular cholesterol esters [29].”
From 25-Hydroxycholesterol amplifies microglial IL-1β production in an apoE isoform-dependent manner (2020) · cites this paper as [29]
The cited source says what the claim attributes to it.
In the citing paper
“TREM2 or PLCG2 KO impaired lipid metabolism and CE accumulation in microglia (Andreone et al., 2020; Nugent et al., 2020).”
From Cholesterol and matrisome pathways dysregulated in astrocytes and microglia (2022) · cites this paper as Nugent et al., 2020
The cited source says what the claim attributes to it.
In the citing paper
“Triggering receptor expressed on myeloid cells 2 (TREM2) promotes phagocytosis of cholesterol‐rich substances 15”
The cited source says what the claim attributes to it.
In the citing paper
“Interestingly, when we compared the forebrain lipidomes of E4 or E3 to EKO mice, we detected marked accumulation of CEs in EKO brains, indicating impaired cholesterol metabolism with the loss of ApoE (Figures S1C and S1D), consistent with previous work.”
From Amelioration of Tau and ApoE4-linked glial lipid accumulation and neurodegeneration with an LXR agonist (2024) · cites this paper as [4]
The cited source says what the claim attributes to it.
In the citing paper
“Knockout of ApoE in the context of demyelination also drives an increase in esterified cholesterol, not only in microglia but also in astrocytes (23).”
From Lipidome and proteome of astrocyte and microglia ApoE lipoprotein reveal differences based on cell type and ApoE isoform (2026) · cites this paper as [23]
The check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“Dysfunction of oligodendrocytes, the myelinating cells of the CNS, may contribute to AD pathogenesis (Nugent et al., 2020; Zhou et al., 2020).”
From Selective removal of astrocytic APOE4 strongly protects against tau-mediated neurodegeneration and decreases synaptic phagocytosis by microglia (2021) · cites this paper as Nugent et al., 2020
Experimental — accuracy not yet measuredThe check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“A similar C4b and H2-D1-expressing oligodendrocyte population was recently described in mouse models of Aβ pathology (Nugent et al., 2020; Zhou et al., 2020).”
From Selective removal of astrocytic APOE4 strongly protects against tau-mediated neurodegeneration and decreases synaptic phagocytosis by microglia (2021) · cites this paper as Nugent et al., 2020
Experimental — accuracy not yet measuredThe check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“The gene expression profile of Cluster 2 was remarkably similar to that described for GFAP+ astrocytes from the 5xFAD model of Aβ pathology, including enrichment of Clu, Cst3, metalothioneins (Mt1 and Mt3), and peroxiredoxins (Prdx6) (Habib et al., 2020; Nugent et al., 2020).”
From Selective removal of astrocytic APOE4 strongly protects against tau-mediated neurodegeneration and decreases synaptic phagocytosis by microglia (2021) · cites this paper as Nugent et al., 2020
Experimental — accuracy not yet measuredThe check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“C4b+/H2–D1+ oligodendrocytes have also been observed in models of amyloid pathology (Nugent et al., 2020; Zhou et al., 2020).”
From Selective removal of astrocytic APOE4 strongly protects against tau-mediated neurodegeneration and decreases synaptic phagocytosis by microglia (2021) · cites this paper as Nugent et al., 2020
Experimental — accuracy not yet measuredIn the citing paper
“Recently, it was further shown that apolipoproteins, lipids and Aβ itself acted as ligands of TREM2 to facilitate microglial phagocytosis and clearance of Aβ and apoptotic neurons (32–35).”
From Trem2 promotes anti-inflammatory responses in microglia and is suppressed under pro-inflammatory conditions (2020) · cites this paper as [35]
In the citing paper
“The knockdown of Trem2 decreasing survival and altering the metabolism of microglia is consistent with previous studies (35,38–40,56,57).”
From Trem2 promotes anti-inflammatory responses in microglia and is suppressed under pro-inflammatory conditions (2020) · cites this paper as [35]
In the citing paper
“Other studies have not revealed obvious phenotypes in young Trem2 R47H expressing mice, or even Trem2 knockout mice, unless they are aged or bred to amyloid mouse models (35,61,85–87).”
From Trem2 promotes anti-inflammatory responses in microglia and is suppressed under pro-inflammatory conditions (2020) · cites this paper as [35]
In the citing paper
“microglia change their lipid metabolism in response to the lipid flux that occurs when neurons and oligodendrocytes die in neurodegenerative contexts27”
From Neurotoxic reactive astrocytes induce cell death via saturated lipids (2021) · cites this paper as [27]
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.
LXR agonist named inconsistently
MinorThe Results identify the LXR agonist used in the microglia experiment as GW3695, whereas the corresponding treatment method names it GW3965.
“We thus treated iMG with the LXR agonist GW3695 which enhanced the mRNA expression of ABCA1”
“with or without 500nM K604 or 10μM LXR agonist GW3965.”
TREM2 variant named inconsistently in SPR method
MinorThe binding results analyze the R47H variant, but the SPR method says the mutant protein injected was R74H.
“Recombinant hTREM2-ECD or hTREM2-R74H-ECD proteins were diluted in PBS”
“In comparison, hTREM2 R47H showed reduced affinity and lower binding response (i.e., RU) for sulfatide and PS liposomes”
Myelin treatment concentration exceeds the stated preparation concentration
MinorThe methods say purified myelin was adjusted to 1 mg/mL, but describe adding it to iPSC-derived microglia at 25 μg/μL (25 mg/mL). The stated preparation could not produce that treatment concentration by being spiked into the wells without an unreported concentration step.
“After 24hr at 37°C, purified myelin (25μg/μL) was spiked into the wells”
“Following purification, myelin was resuspended in PBS and adjusted to 1mg/mL protein concentration using the DC Protein Assay Kit 2”
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Microglia: Immune and non-immune functions
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The probabilistic model of Alzheimer disease: the amyloid hypothesis revised
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Metadata
- Authors
- Nugent, A. A., Lin, K., van Lengerich, B., Lianoglou, S., Przybyla, L., Davis, S. S., Llapashtica, C., Wang, J., Kim, D. J., Xia, D., Lucas, A., Baskaran, S., Haddick, P. C. G., Lenser, M., Earr, T. K., Shi, J., Dugas, J. C., Andreone, B. J., Logan, T., Solanoy, H. O., Chen, H., Srivastava, A., Poda, S. B., Sanchez, P. E., Watts, R. J., Sandmann, T., Astarita, G., Lewcock, J. W., Monroe, K. M., & Di Paolo, G.
- Affiliations
- Denali Therapeutics (United States) (US)
- Corresponding author
- Monroe, Kathryn M.
- ORCID
- Lin, Karin
- Lianoglou, Steve
- Przybyla, Laralynne
- Davis, Sonnet S.
- Wang, Junhua
- Kim, Do Jin
- Earr, Timothy K.
- Shi, Ju
- Dugas, Jason C.
- Andreone, Benjamin J.
- Logan, Todd
- Solanoy, Hilda O.
- Srivastava, Ankita
- Poda, Suresh B.
- Sanchez, Pascal E.
- Watts, Ryan J.
- Sandmann, Thomas
- Astarita, Giuseppe
- Lewcock, Joseph W.
- Monroe, Kathryn M.
- Venue
- Neuron
- Publisher
- Elsevier BV
- Published
- 2020-03
- Volume
- 105
- Issue
- 5
- Pages
- 837-854.e9
- ISSN
- 0896-6273 (ISSN-L)
- OpenAlex
- W2981166078
- Cited by
- 745
- References
- 90
- Citations by year
- 2026: 129 · 2025: 131 · 2024: 113 · 2023: 131 · 2022: 101 · 2021: 87 · 2020: 50
- FWCI
- 22.67
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Neuron (publishedVersion)
- SSRN Electronic Journal (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Denali Therapeutics.
- Topics
- Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
- Life Sciences › Immunology and Microbiology › Immunology › Phagocytosis and Immune Regulation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Biochemistry › Cholesterol and Lipid Metabolism
- Keywords
- TREM2, microglia, cholesterol metabolism, myelin phagocytosis, demyelination, cholesteryl ester accumulation, apolipoprotein E, ACAT1, LXR agonists, Alzheimer's disease risk, lipidomics, neuronal injury, myelin debris clearance
- MeSH terms
- Liver X Receptors, Mice, Knockout, ApoE, RNA-Seq, Lipidomics, Acetyl-CoA C-Acetyltransferase, Alzheimer Disease, Animals, Brain, Cholesterol, Cholesterol Esters, Disease Models, Animal, Flow Cytometry, Humans, Macrophages, Membrane Glycoproteins, Myelin Sheath, Phagocytosis, Receptors, Immunologic, Microglia, Mice, Knockout, Lipid Metabolism, Mice, Induced Pluripotent Stem Cells
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.
A language model drew the claims from the paper on 2026-11-09, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).
A second model labelled each claim on 2026-11-09 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).
Cited sources are checked with a language model’s help (gpt-6-sol).
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 ›
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