Genome-wide analysis identifies novel loci influencing plasma apolipoprotein E concentration and Alzheimer’s disease risk
Open accessAbstract
The APOE 2/3/4 polymorphism is the greatest genetic risk factor for Alzheimer’s disease (AD). This polymorphism is also associated with variation in plasma ApoE level; while APOE*4 lowers, APOE*2 increases ApoE level. Lower plasma ApoE level has also been suggested to be a risk factor for incident dementia. To our knowledge, no large genome-wide association study (GWAS) has been reported on plasma ApoE level. This study aimed to identify new genetic variants affecting plasma ApoE level as well as to test if baseline ApoE level is associated with cognitive function and incident dementia in a longitudinally followed cohort of the Ginkgo Evaluation of Memory (GEM) study. Baseline plasma ApoE concentration was measured in 3031 participants (95.4% European Americans (EAs)). GWAS analysis was performed on 2580 self-identified EAs where both genotype and plasma ApoE data were available. Lower ApoE concentration was associated with worse cognitive function, but not with incident dementia. As expected, the risk for AD increased from E2/2 through to E4/4 genotypes (P for trend = 4.8E-75). In addition to confirming the expected and opposite associations of APOE*2 (P = 4.73E-79) and APOE*4 (P = 8.73E-12) with ApoE level, GWAS analysis revealed nine additional independent signals in the APOE region, and together they explained about 22% of the variance in plasma ApoE level. We also identified seven new loci on chromosomes 1, 4, 5, 7, 11, 12 and 20 (P range = 5.49E-08 to 5.36E-10) that explained about 9% of the variance in ApoE level. Plasma ApoE level-associated independent variants, especially in the APOE region, were also associated with AD risk and amyloid deposition in the brain, indicating that genetically determined ApoE level variation may be a risk factor for developing AD. These results improve our understanding of the genetic determinants of plasma ApoE level and their potential value in affecting AD risk.
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Written from the paper’s full text.
TL;DR
This is the largest GWAS of plasma apolipoprotein E (ApoE) level to date, identifying additional independent signals in the APOE region and seven novel loci. Genetically determined ApoE-level variants, especially in the APOE region, were associated with Alzheimer’s disease risk and brain amyloid deposition.
Key findings
- In 3031 participants, lower whole plasma ApoE was not associated with incident dementia (HR = 1.00; 95% CI: 0.91–1.10) or AD (HR = 1.01; 95% CI: 0.92–1.12), but was associated with worse ADAS-cog scores (β = 0.08; 95% CI: 0.01–0.18); the 3MSE association was non-significant (β = −0.13; 95% CI: −0.29 to 0.02).
- APOE*2/rs7412 raised plasma ApoE (β = 1.11; P = 4.73E-79), while APOE*4/rs429358 lowered it (β = −0.352; P = 8.73E-12); APOC1P1-APOC4/rs35136575 was the strongest lowering signal (β = −0.3799; P = 6.34E-24). Eleven independent APOE-region SNPs explained 21.97% of plasma ApoE variance.
- Seven novel loci on chromosomes 1, 4, 5, 7, 11, 12, and 20 were associated with elevated plasma ApoE (P range = 5.49E-08 to 5.36E-10), explaining 9.26% of variance; combined APOE and non-APOE SNPs explained 25.36%. The strongest novel signal was OPRD1/rs114661586 (P = 5.36E-10).
- ApoE-level-associated variants in the APOE region were also associated with AD risk and amyloid deposition: all but two APOE-region SNPs were associated with AD risk in IGAP, and all 5 APOE-region SNPs present in amyloid-PET GWAS data were associated with amyloid deposition.
Methods
- Baseline plasma ApoE was measured in 3031 participants (95.4% European Americans) from the Ginkgo Evaluation of Memory (GEM) study; GWAS was performed in 2580 self-identified European Americans with genotype and plasma ApoE data (2199 non-demented, 381 incident AD dementia).
- Plasma ApoE was measured by immunoturbidimetric assay; genotyping used the Illumina Infinium Multi-Ethnic Global-8 v1.0 chip, with imputation via the Haplotype Reference Consortium panel on the Michigan imputation server.
- Main analyses included PLINK linear regression for plasma ApoE with age, sex, education, and four ancestry PCs as covariates; Cox regression for incident dementia; linear regression for cognitive scores; conditional analyses and LD assessment for independent signals; MAGMA gene-based testing; and FUMA functional annotation.
Limitations
- Stated by the paper: the study used an older cohort and lacked a replication sample, so findings may not be generalizable and some ApoE-level-associated variants may have been missed.
- Evident from the text: genetic analyses were restricted to European Americans because the number of non-European Americans was small.
- Evident from the text: whole plasma ApoE was not associated with incident dementia, whereas prior/related analyses in a subset with HDL subspecies suggested the association may depend on ApoC3 presence; the chromosome 20 signal lost genome-wide significance after adjusting for APOE*2/rs7412 (P = 2.21E-05), though the direct interaction was not significant (P = 0.0661).
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
36 of 60 cited sources checked · 17 supported · 1 flagged · accuracy not yet measured
- Findingcitation
In the GEM subset, lower ApoE level in HDL lacking ApoC3 was associated with significantly lower 3MSE scores (β = −0.25; 95% CI −0.42 to −0.07).
“but also with significantly lower 3MSE scores (β = −0.25; 95% CI: −0.42 to −0.07)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [21] Koch M, DeKosky ST, Goodman M, Sun J, Furtado JD, Fitzpatrick AL, et al. Association of apolipoprotein E in lipoprotein subspecies with risk of dementia. JAMA Netw Open. 2020;3:e209250. source
- Findingcitation
In the GEM subset, the association of lower ApoE level with higher ADAS-cog scores was confined to HDL lacking ApoC3 (β = 0.17; 95% CI 0.07 to 0.27).
“this was confined to HDL lacking ApoC3 not only with ADAS-cog (β = 0.17; 95% CI: 0.07 to 0.27)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [21] Koch M, DeKosky ST, Goodman M, Sun J, Furtado JD, Fitzpatrick AL, et al. Association of apolipoprotein E in lipoprotein subspecies with risk of dementia. JAMA Netw Open. 2020;3:e209250. source
- Findingcitation
In the GEM subset, lower ApoE level was significantly associated with higher ADAS-cog scores only in HDL (β = 0.20; 95% CI 0.10 to 0.30).
“lower ApoE level was significantly associated with higher ADAS-cog scores only in HDL (β = 0.20; 95% CI: 0.10 to 0.30) [21]”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [21] Koch M, DeKosky ST, Goodman M, Sun J, Furtado JD, Fitzpatrick AL, et al. Association of apolipoprotein E in lipoprotein subspecies with risk of dementia. JAMA Netw Open. 2020;3:e209250. source
The Results section (page not supplied) reports that higher ApoE in HDL lacking apoC3 was associated with lower baseline ADAS-cog scores, supporting the claimed direction of association. It does not establish that the association held for HDL as a whole, and the reported estimate for that subspecies is −0.17 per 1-SD higher ApoE (95% CI, −0.27 to −0.07), not the cited β of 0.20 (95% CI, 0.10 to 0.30). (LLM, conf=0.83)
Experimental — accuracy not yet measured
- Findingcitation
In the GEM subset, lower ApoE level in HDL lacking ApoC3 was associated with incident and Alzheimer's disease dementia (HR = 1.16; 95% CI 1.03 to 1.32).
“as well as with incident and AD dementia (HR = 1.16; 95% CI: 1.03 to 1.32).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [21] Koch M, DeKosky ST, Goodman M, Sun J, Furtado JD, Fitzpatrick AL, et al. Association of apolipoprotein E in lipoprotein subspecies with risk of dementia. JAMA Netw Open. 2020;3:e209250. source
The Results section (ApoE in HDL Containing or Lacking ApoC3 or ApoJ; page unavailable) reports that higher apoE in HDL lacking apoC3 was associated with lower dementia risk, with similar associations for Alzheimer dementia. Its reported HR is 0.86 (95% CI, 0.76–0.99) per 1-SD *higher* apoE; reversing that comparison gives an HR of approximately 1.16 for lower apoE, but not the claimed lower confidence limit of 1.03. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Findingcitation
All but two SNPs (rs35136575, rs114448690) in the APOE region were associated with Alzheimer's disease risk in the IGAP discovery data.
“All but two SNPs (rs35136575, rs114448690) in the APOE region were associated with AD risk in the IGAP discovery data [24].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [24] Kunkle BW, Grenier-Boley B, Sims R, Bis JC, Damotte V, Naj AC, et al. Genetic meta-analysis of diagnosed Alzheimer’s disease identifies new risk loci and implicates Aβ, tau, immunity and lipid processing. Nat Genet. 2019;51:414–30. source
The Methods (Stage 1 summary statistics quality control and analysis; page unavailable) discuss the APOE region, but do not report associations for the SNPs in the claim. Searches for rs35136575 and rs114448690 found no passage establishing that they were the only two APOE-region SNPs not associated with AD risk in the IGAP discovery data. (LLM, conf=0.73)
Experimental — accuracy not yet measured
- Premisecitation
A similar inverse relationship between plasma ApoE level in HDL lacking ApoC3 and risk of coronary heart disease was reported in a large prospective population-based study.
“A similar inverse relationship between plasma ApoE level in HDL lacking ApoC3 and risk of coronary heart disease (CHD) was reported in a large prospective population-based study [32]”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [32] Morton AM, Koch M, Mendivil CO, Furtado JD, Tjønneland A, Overvad K, et al. Apolipoproteins E and CIII interact to regulate HDL metabolism and coronary heart disease risk. JCI Insight. 2018;3:98045. source
- Premisecitation
Jansen et al. identified 8 independent SNPs in addition to APOE*4 and APOE*2 associated with Alzheimer's disease risk.
“Within the APOE region, Jansen et al. [23] identified 8 independent SNPs, in addition to APOE*4 and APOE*2, to be associated with AD risk.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [23] Jansen IE, Savage JE, Watanabe K, Bryois J, Williams DM, Steinberg S, et al. Genome-wide meta-analysis identifies new loci and functional pathways influencing Alzheimer’s disease risk. Nat Genet. 2019;51:404–13. source
In Results > Genome-wide meta-analysis for AD status (page unavailable), Jansen et al. report 60 lead SNPs in the APOE locus but say these likely represent a single association signal; conditional analysis suggested multiple *possible* causal signals. The paper supports an association in the APOE region, but not the claim that it identified eight independent SNPs in addition to APOE*4 and APOE*2. (LLM, conf=0.85)
Experimental — accuracy not yet measured
- Premisecitation
ApoE2 association with high ApoE level is due to its decreased binding with LDL receptor, resulting in higher plasma level.
“In the APOE region, association of ApoE2 with high ApoE level is due to its decreased binding with LDL receptor, resulting in higher plasm level.”
Quote in the paperSubstantial claim1 of 2 sources checked - Premisecitation
Earlier association studies of plasma ApoE level with Alzheimer's disease have reported inconsistent findings.
“Earlier association studies of plasma ApoE level with AD have reported inconsistent findings [26–31]”
Quote in the paperSubstantial claim3 of 6 sources checked- cites [26] Gupta VB, Laws SM, Villemagne VL, Ames D, Bush AI, Ellis KA, et al. Plasma apolipoprotein E and Alzheimer disease risk: the AIBL study of aging. Neurology 2011;76:1091–8. source
- cites [27] Boerwinkle E, Utermann G. Simultaneous effects of the apolipoprotein E polymorphism on apolipoprotein E, apolipoprotein B, and cholesterol metabolism. Am J Hum Genet. 1988;42:104–12.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [28] Simon R, Girod M, Fonbonne C, Salvador A, Clément Y, Lantéri P, et al. Total ApoE and ApoE4 isoform assays in an Alzheimer’s disease case-control study by targeted mass spectrometry (n = 669): a pilot assay for methionine-containing proteotypic peptides. Mol Cell Proteom. 2012;11:1389–403. source
- cites [29] Soares HD, Potter WZ, Pickering E, Kuhn M, Immermann FW, Shera DM, et al. Plasma biomarkers associated with the apolipoprotein E genotype and Alzheimer disease. Arch Neurol. 2012;69:1310–17. source
The Comment section says earlier studies of blood-based biomarkers in AD showed “little consistency across studies” and discusses variability in the literature. It does not specifically say that earlier studies of plasma ApoE levels reported inconsistent findings; its own Results report decreased ApoE levels in AD and MCI comparisons. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites [30] Rasmussen KL. Plasma levels of apolipoprotein E, APOE genotype and risk of dementia and ischemic heart disease: a review. Atherosclerosis 2016;255:145–55. source
- cites [31] Scacchi R, Gambina G, Ruggeri M, Martini MC, Ferrari G, Silvestri M, et al. Plasma levels of apolipoprotein E and genetic markers in elderly patients with Alzheimer’s disease. Neurosci Lett. 1999;259:33–6. source
- Interpretationcitation
Independent associations of two APOE promoter SNPs (rs769446, rs405509) with ApoE level are most likely due to their close proximity to the LXR/RXR response element.
“The independent associations of two APOE promoter SNPs (rs769446, rs405509) with ApoE level are most likely due to their close proximity to LXR/RXR response element, as APOE expression is regulated by LXR/RXR.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [34] Mandrekar-Colucci S, Landreth GE. Nuclear receptors as therapeutic targets for Alzheimer’s disease. Expert Opin Ther Targets. 2011;15:1085–97. source
Section 4.0 states that LXRs induce ApoE expression, and section 5.0 reports that RXR activation increases ApoE levels. The paper does not identify rs769446 or rs405509, report their independent associations with ApoE levels, or locate them near an LXR/RXR response element. The proposed explanation for those associations is therefore not supported by this source. (LLM, conf=0.87)
Experimental — accuracy not yet measured
- Premisecitation
ZPR1/rs964184 has been implicated in the LXR/RXR activation pathway that affected the expression and plasma level of ApoE, along with ApoA1, ApoA5, and ApoC3.
“Since the submission of our manuscript, ZPR1/rs964184 has been implicated in the LXR/RXR activation pathway that affected the expression and plasma level of ApoE, along with ApoA1, ApoA5 and ApoC3 [41].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [41] Steffen BT, Pankow JS, Norby FL, Lutsey PL, Demmer RT, Guan W, et al. Proteomics analysis of genetic liability of abdominal aortic aneurysm identifies plasma neogenin and kit Ligand: the ARIC Study. Arterioscler Thromb Vasc Biol. 2023;43:367–78. source
The Results (Pathway analysis; page unavailable) link rs964184, labeled ZNF259/APOA5, to LXR/RXR activation. The Results (Associations of proteins and AAA-related SNPs; page unavailable) also report an association with plasma apolipoprotein A-V. Our copy does not establish effects on gene expression or specifically link rs964184 to plasma ApoE, ApoA1, or ApoC3. (LLM, conf=0.87)
Experimental — accuracy not yet measured
- Study design and conductcitation
Our sample size of about 2600 subjects included in GWAS analysis has 90% power to detect 0.0174 effect size index (f2) at GWS level (α = 5E-08) that corresponds to 1.71% variance (R2) explained by a single SNP.
“Our sample size of about 2600 subjects included in GWAS analysis has sufficient power to detect small variation; it has 90% power to detect 0.0174 effect size index (f2) at GWS level (α = 5E-08) that corresponds to 1.71% variance (R2) explained by a single SNP.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [56] Faul F, Erdfelder E, Buchner A, Lang AG. Statistical power analyzes using G*Power 3.1: tests for correlation and regression analyses. Behav Res Methods. 2009;41:1149–60. (2009) source
The paper’s “Effect size measure” section gives the relationship between f² and explained variance, consistent with f² = 0.0174 corresponding to R² ≈ 1.71%. It also describes calculating regression-test power from effect size, significance level, sample size, and number of predictors. It does not report a GWAS of about 2,600 subjects or establish the claimed 90% power at α = 5 × 10⁻⁸; those study-specific figures are not supported by this source. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
ApoE level in the hippocampal interstitial fluid of mice has been shown to be dependent upon the APOE 2/3/4 polymorphism.
“ApoE level in the hippocampal interstitial fluid of mice has been shown to be dependent upon the APOE 2/3/4 polymorphism [51].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [51] Ulrich JD, Burchett JM, Restivo JL, Schuler DR, Verghese PB, Mahan TE, et al. In vivo measurement of apolipoprotein E from the brain interstitial fluid using microdialysis. Mol Neurodegener. 2013;8:13. source
- Findingown data
In the GEM study, lower baseline whole plasma ApoE concentration was associated with worse cognitive function as measured by higher ADAS-cog scores (β = 0.08; 95% CI 0.01 to 0.18).
“While lower ApoE concentration in whole plasma was not associated with either incident dementia (HR = 1.00; 95% CI: 0.91–1.10) or AD (HR = 1.01: 95% CI: 0.92 to 1.12), it was associated with higher ADAS-cog scores, indicating worse cognitive function (β coefficient = 0.08; 95% CI: 0.01 to 0.18).”
Quote in the paperSubstantial claim - Findingown data
GWAS analysis revealed nine additional independent signals in the APOE region beyond APOE*2 and APOE*4.
“GWAS analysis revealed nine additional independent signals in the APOE region”
Quote in the paperSubstantial claim - Findingown data
The GEM GWAS identified seven new loci on chromosomes 1, 4, 5, 7, 11, 12 and 20 associated with plasma ApoE level (P range = 5.49E-08 to 5.36E-10).
“We also identified seven new loci on chromosomes 1, 4, 5, 7, 11, 12 and 20 (P range = 5.49E-08 to 5.36E-10) that explained about 9% of the variance in ApoE level.”
Quote in the paperSubstantial claim - Findingown data
The seven novel non-APOE signals explained about 9% of the variance in plasma ApoE level.
“We also identified seven new loci on chromosomes 1, 4, 5, 7, 11, 12 and 20 (P range = 5.49E-08 to 5.36E-10) that explained about 9% of the variance in ApoE level.”
Quote in the paperSubstantial claim - Findingown data
In the GEM study, lower baseline whole plasma ApoE concentration had a non-significant association with lower 3MSE scores (β = −0.13; 95% CI −0.29 to 0.02).
“A similar, but non-significant, association of lower ApoE concentration was observed with lower 3MSE scores, indicating worse cognitive function (β coefficient = −0.13 95% CI: −0.29 to 0.02).”
Quote in the paperNot a substantial claim - Findingown data
In the GEM GWAS, APOE*4/rs429358 was associated with lowering plasma ApoE levels (β = −0.352; P = 8.73E-12).
“As expected, APOE*4/rs429358 was associated with lowering ApoE levels (β = −0.352; P = 8.73E-12).”
Quote in the paperNot a substantial claim - Findingown data
In the GEM study, risk for Alzheimer's disease increased from E2/2 through E4/4 genotypes (P for trend = 4.8E-75).
“As expected, the risk for AD increased from E2/2 through to E4/4 genotypes (P for trend = 4.8E-75).”
Quote in the paperNot a substantial claim - Findingown data
In the GEM GWAS, APOE*2/rs7412 was associated with elevating plasma ApoE levels (β = 1.11; P = 4.73E-79).
“The most significant association was observed for APOE*2/rs7412, which was associated with elevating ApoE levels (β = 1.11; P = 4.73E-79).”
Quote in the paperSubstantial claim - Findingcitation
In the GEM subset with lipoprotein subspecies, no association of baseline ApoE present in non-HDL or HDL particles was detected with incident dementia.
“While no association of baseline ApoE present in non-HDL or HDL particles was detected with incident dementia”
Quote in the paperSubstantial claim - Findingown data
All seven novel signals were associated with elevated plasma ApoE levels.
“we identified seven novel signals on chromosomes 1, 4, 5, 7, 11, 12 and 20; all were associated with elevated plasma ApoE levels”
Quote in the paperSubstantial claim - Findingown data
In the GEM GWAS, plasma ApoE levels were highest in E2/2 homozygotes and decreased gradually by 29%, 34%, 43%, 46%, and 49% in the 2/3, 2/4, 3/3, 3/4, and 4/4 genotypes, respectively.
“The highest ApoE levels were observed in E2/2 homozygotes with a gradual decrease of 29%, 34%, 43%, 46%, and 49% in the 2/3, 2/4, 3/3, 3/4, and 4/4 genotypes, respectively.”
Quote in the paperNot a substantial claim - Findingown data
The cumulative variance explained by both APOE and non-APOE SNPs was 25.36% (P = 2.2E-32).
“The cumulative variance explained by both the APOE and non-APOE SNPs is 25.36% (P = 2.2E-32).”
Quote in the paperSubstantial claim - Findingown data
There was no significant statistical interaction between the chromosome 20 SNP and APOE*2/rs7412 (P = 0.0661).
“However, we found no significant interaction between the two SNPs (P = 0.0661)”
Quote in the paperSubstantial claim - Findingown data
The chromosome 20 signal lost genome-wide significance after adjusting for APOE*2/rs7412 (P = 2.21E-05).
“the chromosome 20 signal lost its GWS after adjusting for APOE*2/rs7412 (P = 2.21E-05)”
Quote in the paperSubstantial claim - Findingown data
The partially independent APOE-region signal was driven by an LD block of five SNPs in PVRL2 (NECTIN2) and TOMM40.
“An additional partially independent signal associated with lowering effect on ApoE level was driven by an LD block of 5 SNPs (rs12972156, rs34342646, rs6857, rs71352238, rs115 56505) in PVRL2 (NECTIN2) and TOMM40.”
Quote in the paperSubstantial claim - Findingown data
After adjusting for APOC1P1-APOC4/rs35136575, an additional novel signal was observed on chromosome 12 near AVIL-TSFM/rs2470341 (P = 4.44E-08).
“After adjusting for APOC1P1-APOC4/rs35136575, an additional novel signal was observed on chromosome 12 near AVIL-TSFM/rs2470341 (P = 4.44E-08).”
Quote in the paperSubstantial claim - Findingown data
rs73894435 near BMP2 was associated with plasma ApoE level (P = 9.64E-09).
“followed by rs73894435 near BMP2 (P = 9.64E-09)”
Quote in the paperSubstantial claim - Findingown data
rs149497036 in intron 16 of PHF14 was associated with plasma ApoE level (P = 9.67E-09).
“rs149497036 in intron 16 of PHF14 (P = 9.67E-09)”
Quote in the paperSubstantial claim - Findingown data
Gene-based association analysis with MAGMA identified seven genes passing the gene-wide significance threshold: APOE, PVRL2, TOMM40, APOC1 on chromosome 19 and ZPR1/ZNF259, APOA5, BUD13 on chromosome 11.
“A total of seven genes passed the gene-wide threshold, including APOE, PVRL2, TOMM40, APOC1 on chromosome 19 and ZPR1/ZNF259, APOA5, BUD13 on chromosome 11”
Quote in the paperSubstantial claim - Findingown data
rs142344853 near GBA3,PPARGC1A was associated with plasma ApoE level (P = 4.31E-08).
“rs142344853 near GBA3,PPARGC1A (P = 4.31E-08)”
Quote in the paperSubstantial claim - Findingown data
The chromosome 5 subthreshold signal near PLK2, GAPT (rs72758175; P = 5.49E-08) became genome-wide significant (P = 4.53E-09) after adjusting for APOE*2/rs7412.
“A subthreshold GWS signal observed on chromosome 5 near PLK2, GAPT (rs72758175; P = 5.49E-08) became GWS (P = 4.53E-09) after adjusting for APOE*2/rs7412.”
Quote in the paperSubstantial claim - Findingown data
Age and sex alone explained 4% of the variance in plasma ApoE level (P = 8.7E-26).
“Age and sex alone explained 4% (P = 8.7E-26) of the variance.”
Quote in the paperNot a substantial claim - Findingown data
In the APOE region, 57 SNPs surpassed the genome-wide significance threshold.
“most of the significantly associated SNPs were from chromosome 19, where 57 SNPs surpassed the GWS threshold”
Quote in the paperNot a substantial claim - Findingown data
A model with age, sex, and 10 non-APOE SNPs explained 9.26% of the variance in plasma ApoE level (P = 4.6E-27).
“The model with age, sex, and the 10 non-APOE SNPs (OPRD1/rs114661586, GBA3-PPARGC1A/rs142344853, PLK2/rs72758175, ZPR1/rs964184, PHF14/rs149497036, BUD13/rs180326, SIK3/rs4936359, ZPR1/rs35120633, LINC02403/rs2470341, BMP2/rs73894435) explained 9.26% (P = 4.6E-27) of the variance.”
Quote in the paperSubstantial claim - Findingown data
rs964184 in 3'UTR of ZPR1/ZNF259 was associated with plasma ApoE level (P = 2.58E-08).
“rs964184 in 3’UTR of ZPR1/ZNF259 (P = 2.58E-08)”
Quote in the paperSubstantial claim - Findingown data
The strongest novel signal was rs114661586 in intron 1 of OPRD1 (P = 5.36E-10).
“The strongest novel signal, rs114661586, was present in intron 1 of OPRD1 (P = 5.36E-10)”
Quote in the paperNot a substantial claim - Findingown data
A linear regression model with age, sex, and 11 independent APOE SNPs explained 21.97% of the variance in plasma ApoE level (P = 4.3E-31).
“The variance explained by a linear regression model regressing on age, sex and 11 independent APOE SNPs, described above, was 21.97% (P = 4.3E-31).”
Quote in the paperSubstantial claim - Findingown data
Two additional genes on chromosome 19, CEACAM19 and BCAM, achieved subthreshold significance in gene-based analysis.
“Two additional genes on chromosome 19 achieved subthreshold significance: CEACAM19 and BCAM.”
Quote in the paperNot a substantial claim - Findingown data
Additional common and low-frequency variants within 17 AD-associated genes implicated by rare variants were all nominally significant for association with plasma ApoE level.
“We further checked if additional common and low-frequency variants within 17 AD-associated genes implicated by rare variants are associated with plasma ApoE level; all of them were nominal significant (Table S8).”
Quote in the paperNot a substantial claim - Findingreasoning
The non-APOE lead SNPs were not significant in the IGAP 2019 data.
“The non-APOE lead SNPs were not significant in the IGAP 2019 data.”
Quote in the paperSubstantial claim - Findingown data
Gene set overrepresentation and biological function analyses implicated lipid- and Alzheimer's disease-associated pathways.
“overrepresentation of gene sets, and general biological function analyses implicated lipid- and AD-associated pathways”
Quote in the paperNot a substantial claim - Findingnone given
The chromosome 11 signal rs964184 is located in the 3'UTR of ZPR1/ZNF259.
“The chromosome 11 signal, rs964184, is located in 3’UTR of ZPR1/ZNF259”
Quote in the paperNot a substantial claim - Findingnone given
The chromosome 4 intergenic signal rs79399931 is located between GBA3 and PPARGC1A.
“The chromosome 4 intergenic signal, rs79399931, is located between GBA3 and PPARGC1A.”
Quote in the paperNot a substantial claim - Findingown data
Our variant rs2470341 is distinct since it was not in LD with any of the SNPs implicated in autoimmune disease.
“Our variant is distinct since it was not in LD with any of the SNPs implicated in autoimmune disease.”
Quote in the paperNot a substantial claim - Findingown data
Multiple ApoE level-associated independent SNPs observed in the APOE region in this study were also associated with AD risk.
“Similarly, multiple ApoE level-associated independent SNPs observed in the APOE region in this study were also associated with AD risk.”
Quote in the paperSubstantial claim - Findingown data
In addition to ZPR1/rs964184, three additional independent suggestive signals in this region affecting plasma ApoE level were identified.
“In addition to ZPR1/rs964184, we identified three additional independent suggestive signals in this region affecting plasma ApoE level”
Quote in the paperSubstantial claim - Findingnone given
Chromosome 7 signal rs149497036 is in intron 16 of PHF14.
“Chromosome 7 signal, rs149497036, is in intron 16 of PHF14”
Quote in the paperNot a substantial claim - Findingown data
Chromosome 5 signal rs72758175 is located near PLK2.
“Chromosome 5 signal, rs72758175, is located near PLK2”
Quote in the paperNot a substantial claim - Findingnone given
The chromosome 20 signal rs73894435 is located near BMP2.
“The chromosome 20 signal, rs73894435, is located near BMP2”
Quote in the paperSubstantial claim - Findingnone given
Chromosome 1 signal rs114661586 is present in intron 1 of OPRD1.
“Chromosome 1 signal, rs114661586, is present in intron 1 of OPRD1”
Quote in the paperNot a substantial claim - Premisecitation
Lower plasma ApoE level has been reported to be a risk factor for incident dementia and Alzheimer's disease, independent of the APOE 2/3/4 polymorphism.
“Lower plasma ApoE level has also been reported to be a risk factor for incident dementia and AD, independent of the APOE 2/3/4 polymorphism [14, 15].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [14] Rasmussen KL, Tybjærg-Hansen A, Nordestgaard BG, Frikke-Schmidt R. Plasma levels of apolipoprotein E and risk of dementia in the general population. Ann Neurol. 2015;77:301–11. source
- cites [15] Rasmussen KL, Tybjærg-Hansen A, Nordestgaard BG, Frikke-Schmidt R. Plasma apolipoprotein E levels and risk of dementia: a Mendelian randomization study of 106,562 individuals. Alzheimers Dement. 2018;14:71–80. source
- Interpretationown data
The presence or absence of ApoC3 in HDL modulates the association of plasma ApoE levels with dementia and cognitive function.
“These data showed that the presence or absence of ApoC3 in HDL modulates the association of plasma ApoE levels with dementia and cognitive function.”
Quote in the paperSubstantial claim - Interpretationown data
Genetically determined ApoE level variation may be a risk factor for developing Alzheimer's disease.
“indicating that genetically determined ApoE level variation may be a risk factor for developing AD.”
Quote in the paperSubstantial claim - Study design and conductown data
The GEM GWAS did not demonstrate population stratification (λ = 1.005).
“A quantile-quantile plot did not demonstrate population stratification (λ = 1.005) (Fig. S3a).”
Quote in the paperSubstantial claim - Interpretationown data
The chromosome 20 and APOE*2 relationship indicates a biological rather than a statistical interaction impacting plasma ApoE levels.
“indicating a biological rather than a statistical interaction that impacts plasma ApoE levels.”
Quote in the paperSubstantial claim - Interpretationown data
The TOMM40 SNPs may represent a partial independent additional signal.
“and thus may represent a partial independent additional signal.”
Quote in the paperSubstantial claim - Interpretationown data
The APOE gene has a primary role in affecting plasma ApoE level.
“Four of these signals are present in the APOE gene, indicating its primary role in affecting plasma ApoE level.”
Quote in the paperSubstantial claim - Interpretationown data
ApoE present in HDL subspecies rather than in whole plasma is more relevant to estimating dementia risk and cognitive function.
“These data suggest that ApoE present in HDL subspecies rather than in whole plasma is more relevant to estimating dementia risk and cognitive function.”
Quote in the paperSubstantial claim - Interpretationreasoning
ApoE and ApoC3 on HDL interact to affect the risk of Alzheimer's disease and coronary heart disease.
“indicating that ApoE and ApoC3 on HDL interact to affect the risk of AD and CHD.”
Quote in the paperSubstantial claim - Interpretationown data
The single-variant and gene-based analyses suggest that APOE, APOC1, TOMM40 and PVRL2 (NECTIN2) are the likely genes affecting plasma ApoE level in the APOE region.
“The single-variant and gene-based analyses suggest that APOE, APOC1, TOMM40 and PVRL2 (NECTIN2) are the likely genes affecting plasma ApoE level in this region.”
Quote in the paperSubstantial claim - Interpretationreasoning
The lack of significance of non-APOE lead SNPs in IGAP 2019 is probably due to the low frequencies of all but one variant (MAF = 1-2%).
“This is probably due to the low frequencies of all (MAF = 1–2%), but one variant.”
Quote in the paperSubstantial claim - Interpretationown data
Three of the seven novel SNPs in this study implicate genes in the activation of PPARs/RXR.
“Three of the seven novel SNPs in our study also implicate genes in the activation of PPARs/RXR.”
Quote in the paperNot a substantial claim - Interpretationown data
Based on RegulomeDB functional annotation, two additional independent signals can likely affect ApoE level.
“Based on RegulomeDB functional annotation where lower scores (range = 1a to 7) strongly indicate regulatory functions, two additional independent signals can likely affect ApoE level.”
Quote in the paperNot a substantial claim - Interpretationown data
Functional annotation of rs964184 showed a RegulomeDB score of 1f, indicating a high degree of evidence for being a regulatory variant that can affect transcription binding and gene expression.
“Functional annotation of this variant showed a RegulomeDB score of 1f, indicating a high degree of evidence for being a regulatory variant that can affect transcription binding and gene expression.”
Quote in the paperNot a substantial claim - Premisecitation
CSF ApoE level is under similar genetic control of the APOE 2/3/4 polymorphism as in plasma.
“CSF level is under the similar genetic control of the APOE 2/3/4 polymorphism as in plasma [16].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [16] Cruchaga C, Kauwe JSK, Nowotny P, Bales K, Pickering EH, Mayo K, et al. Cerebrospinal fluid APOE levels: an endophenotype for genetic studies for alzheimer’s disease. Hum Mol Genet. 2012;21:4558–71. source
- Interpretationcitation
The above data provide credence to a possible molecular mechanism where genetically determined brain ApoE level could affect AD pathological changes.
“The above data provide credence to a possible molecular mechanism where genetically determined brain ApoE level could affect AD pathological changes.”
Quote in the paperSubstantial claim - Study design and conductnone given
This is the largest GWAS on plasma ApoE level.
“This is the largest GWAS on plasma ApoE level”
Quote in the paperNot a substantial claim - Interpretationown data
Genetically determined ApoE variation may be a risk factor for developing AD.
“indicating that genetically determined ApoE variation may be a risk factor for developing AD.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 33
- May combine two claims. 49
- The quote only partly states this claim. 1
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationLXR is a member of a group of nuclear receptors, PPARs, each of which upon activation heterodimerizes with RXR to form a functional transcription factor along with coactivators that regulate expression of many genes, including those involved in AD pathogenesis.
“LXR is a member of a group of nuclear receptors, peroxisome proliferator-activated receptors (PPARs; other members are PPARγ and PPARδ), each of which upon activation heterodimerizes with retinoid X receptor (RXR) to form a functional transcription factor along with coactivators that act to regulate expression of many genes, including those involved in AD pathogenesis [34].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [34] Mandrekar-Colucci S, Landreth GE. Nuclear receptors as therapeutic targets for Alzheimer’s disease. Expert Opin Ther Targets. 2011;15:1085–97. source
Split into 2 atoms — 0 confirmed, 1 partially supported, 1 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe APOE polymorphism is the most studied, successfully replicated, and well-established risk factor for Alzheimer's disease, with APOE*2 protective and APOE*4 risk compared to APOE*3.
“The APOE polymorphism is the most studied, successfully replicated, and well-established risk factor for AD where APOE*2 is the protective allele and APOE*4 is the risk allele as compared to APOE*3 [7–10].”
Quote in the paperNot a substantial claim2 of 4 sources checked- cites [7] Seshadri S. Apolipoprotein E ε4 allele and the lifetime risk of Alzheimer’s disease. Arch Neurol. 1995;52:1074–9. source
- cites [8] Farrer LA, Cupples LA, Haines JL, Hyman B, Kukull WA, Mayeux R, et al. Effects of age, sex, and ethnicity on the association between apolipoprotein E genotype and Alzheimer disease. A meta-analysis. ApoE and Alzheimer disease meta analysis consortium. JAMA. 1997;278:1349–56. source
- cites [9] Kamboh MI. Molecular genetics of late-onset Alzheimer’s disease. Ann Hum Genet. 2004;68:381–404. source
- cites [10] Genin E, Hannequin D, Wallon D, Sleegers K, Hiltunen M, Combarros O, et al. ApoE and Alzheimer disease: a major gene with semi-dominant inheritance. Mol Psychiatry. 2011;16:903–7. source
The Introduction reports higher Alzheimer’s disease odds for APOE 3/4 and 4/4 than for APOE 3/3, and a protective effect of APOE 2 in Caucasian subjects. The Results say the APOE 4/4 estimate is consistent with previous estimates, supporting a replicated association. The paper does not establish the comparative claim that APOE is the most studied risk factor. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
FindingcitationOnly 5 of the 12 SNPs in the APOE region were present in the amyloid-PET GWAS data, and all 5 were associated with amyloid deposition.
“Only 5 of the 12 SNPs in the APOE region were present in the amyloid-PET GWAS data [25] and all 5 were also associated with amyloid deposition.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [25] Yan Q, Nho K, Del-Aguila JL, Wang X, Risacher SL, Fan KH, et al. Genome-wide association study of brain amyloid deposition as measured by Pittsburgh Compound-B (PiB)-PET imaging. Mol Psychiatry. 2021;26:309–21. source
The Results section (‘Conditional analysis in the APOE region’; page unavailable) reports APOE-region SNPs associated with PiB retention, supporting the general association with amyloid deposition. It does not identify the citing paper’s set of 12 SNPs or establish that exactly five of them were present in this GWAS, so the specific five-of-twelve claim is not supported by our copy. (LLM, conf=0.82)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe effect of APOE*4 on Alzheimer's disease risk is dose-dependent; one and two copies increase AD risk by 3.5- and 14.5-fold, respectively.
“The effect of APOE*4 is dose-dependent; one and two copies of E*4 increase the AD risk by 3.5- and 14.5-fold, respectively [10].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [10] Genin E, Hannequin D, Wallon D, Sleegers K, Hiltunen M, Combarros O, et al. ApoE and Alzheimer disease: a major gene with semi-dominant inheritance. Mol Psychiatry. 2011;16:903–7. source
The Results report an odds ratio of 14.49 for two APOE*4 copies relative to APOE 3/3, supporting the 14.5 figure and the dose-dependent association. The Introduction gives 3.2, not 3.5, for one copy and explicitly distinguishes odds ratios from an individual's actual disease risk. No page numbers are available in our copy. (LLM, conf=0.87)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAPOE*4 is associated with Alzheimer's disease-related proteinopathies, including amyloid-β, tau, α-synuclein, and TDP-43.
“APOE*4 is also associated with AD-related proteinopathies, including amyloid-β, tau, α-synuclein, and TDP-43 [11, 12].”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [11] Belloy ME, Napolioni V, Greicius MD. A quarter century of APOE and alzheimer’s disease: progress to date and the path forward. Neuron 2019;101:820–38. source
The review’s AD pathogenesis section reports an established association between APOE4 and amyloid accumulation. Its APOE and Sex section discusses an APOE4–tau pathology association, and Other Neurodegenerative Disorders reports evidence linking APOE4 to TDP-43 pathology. The α-synuclein part is less firmly supported: that section links APOE4 to dementia with Lewy bodies but treats an independent link to its pathology as likely rather than established, and says APOE has not clearly been associated with other synucleinopathies. Page numbers were not available in our copy. (LLM, conf=0.83)
Experimental — accuracy not yet measured - cites [12] Long JM, Holtzman DM. Alzheimer disease: an update on pathobiology and treatment strategies. Cell 2019;179:312–39. source
The Pathophysiology of AD > ApoE section links APOE ε4 to increased amyloid-β deposition and discusses ApoE4 effects in tauopathy models, while noting conflicting tau findings. The passages do not establish an APOE ε4 association with α-synuclein or TDP-43; searches for both terms found no supporting passage. Page numbers were not available in our copy. (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationApoE promotes metabolic steps in reverse cholesterol by rapidly clearing HDL from circulation when present on HDL in the absence of ApoC3, while coexisting ApoC3 with ApoE on HDL attenuates this beneficial effect on coronary heart disease.
“While ApoE promotes metabolic steps in reverse cholesterol by rapidly clearing HDL from circulation when present on HDL in the absence of ApoC3, coexisting of ApoC3 with ApoE on HDL attenuates this beneficial effect on CHD [32].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [32] Morton AM, Koch M, Mendivil CO, Furtado JD, Tjønneland A, Overvad K, et al. Apolipoproteins E and CIII interact to regulate HDL metabolism and coronary heart disease risk. JCI Insight. 2018;3:98045. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationGBA3 is involved in glucose metabolism pathways and its genetic variation has been reported to be associated with fasting glucose and insulin levels.
“GBA3 is involved in glucose metabolism pathways and its genetic variation has been reported to be associated with fasting glucose and insulin levels [35].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [35] Buchanan VL, Wang Y, Blanco E, Graff M, Albala C, Burrows R, et al. Genome‐wide association study identifying novel variant for fasting insulin and allelic heterogeneity in known glycemic loci in chilean adolescents: the santiago longitudinal study. Pediatr Obes. 2021;16:e12765. source
The Discussion (page unavailable) says GBA3 is involved in galactose metabolism, not specifically glucose metabolism, and places it among genes containing variants with suggestive associations with the study’s glycemic traits. It does not establish that GBA3 variation is associated with both fasting glucose and fasting insulin; the Results (page unavailable) distinguish suggestive loci for the two traits without assigning both to GBA3. (LLM, conf=0.87)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationApoE4 association with lower ApoE level is more likely due to misfolding and accumulation of ApoE protein in the endoplasmic reticulum from an ionic interaction between Arg-61 in the N-terminal domain and Glu-255 in the C-terminal domain in the E4 isoform; this domain interaction is not present in the other two ApoE isoforms.
“ii) more likely, it is the result of misfolding and accumulation of ApoE protein in endoplasmic reticulum due to an ionic interaction between Arg-61 in the N-terminal domain and Glu-255 in the C-terminal domain in the E4 isoform; this domain interaction is not present in the other two ApoE isoforms [3, 4].”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [3] Mahley RW. Central nervous system lipoproteins: ApoE and regulation of cholesterol metabolism. Arterioscler Thromb Vasc Biol. 2016;36:1305–15. source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites [4] Marais AD. Apolipoprotein E in lipoprotein metabolism, health and cardiovascular disease. Pathology. 2019;51:165–76. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe AVIL-TSFM-CYP27B1-TSPAN31 locus is gene-dense and has previously been implicated with multiple distinct autoimmune disorders.
“which is gene-dense and previously been implicated with multiple distinct autoimmune disorders [48].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [48] Alcina A, Fedetz M, Fernández O, Saiz A, Izquierdo G, Lucas M, et al. Identification of a functional variant in the KIF5A-CYP27B1-METTL1-FAM119B locus associated with multiple sclerosis. Med Genet. 2013;50:25–33. source
May combine two claims.
InterpretationcitationThe cited finding provides confirmation to our independent observation and affirms the association of ZPR1/rs964184 with ApoE level being genuine.
“This provides confirmation to our independent observation and affirms the association of ZPR1/rs964184 with ApoE level being genuine.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [41] Steffen BT, Pankow JS, Norby FL, Lutsey PL, Demmer RT, Guan W, et al. Proteomics analysis of genetic liability of abdominal aortic aneurysm identifies plasma neogenin and kit Ligand: the ARIC Study. Arterioscler Thromb Vasc Biol. 2023;43:367–78. source
The Results section, “Associations of proteins and AAA-related SNPs” (page unavailable), reports that rs964184 was associated with 33 plasma proteins, highlighting apolipoprotein A-V and protein phosphatase inhibitor 2. Neither that passage nor the additional passages searched for rs964184 and apolipoprotein E establish an association with ApoE levels; the paper discusses an APOE-linked variant, rs429358, separately. (LLM, conf=0.70)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationZPR1/ZNF259 promoter region has the binding sequence for PPARs, which may activate genes involved in glucose and cholesterol metabolism, including APOE, via hepatocyte nuclear factor 4 alpha activation.
“ZPR1/ZNF259 promoter region has the binding sequence for PPARs, which may activate genes involved in glucose and cholesterol metabolism, including APOE, via hepatocyte nuclear factor 4 alpha activation [39].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [39] Guan F, Niu Y, Zhang T, Liu S, Ma L, Qi T, et al. Two-stage association study to identify the genetic susceptibility of a novel common variant of rs2075290 in ZPR1 to type 2 diabetes. Sci Rep. 2016;6:29586. source
The paper’s introductory passage (indexed under Abstract; no page number provided) says the ZPR1/ZNF259 promoter binds PPARG proteins 1 and 2, which bind HNF4α; it says HNF4α activates genes involved in glucose and cholesterol metabolism. It does not identify APOE as one of those genes. The Discussion mentions a different gene, APOA5, adjacent to ZPR1. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationPLK2 binds and phosphorylates Thr-668 and Ser-675 residues of amyloid precursor protein, which instigate Aβ production in hippocampal neurons, suggesting that PLK2 may be an important target molecule for AD treatment.
“PLK2 (polo-like kinase 2) that binds and phosphorylates Thr-668 and Ser-675 residues of amyloid precursor protein, which instigate Aβ production in hippocampal neurons, suggesting that PLK2 may be an important target molecule for AD treatment [46].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [46] Lee Y, Lee JS, Lee KJ, Turner RS, Hoe H-S, Pak DTS. Polo-like kinase 2 phosphorylation of amyloid precursor protein regulates activity-dependent amyloidogenic processing. Neuropharmacology 2017;117:387–400. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitationrs964184 has been associated with triglycerides, type 2 diabetes, and abdominal aortic aneurysm.
“has been associated with triglycerides [39, 40], type 2 diabetes [39] and abdominal aortic aneurysm (AAA) [41].”
Quote in the paperNot a substantial claim2 of 3 sources checked- cites [39] Guan F, Niu Y, Zhang T, Liu S, Ma L, Qi T, et al. Two-stage association study to identify the genetic susceptibility of a novel common variant of rs2075290 in ZPR1 to type 2 diabetes. Sci Rep. 2016;6:29586. source
- cites [40] Bandesh K, Prasad G, Giri AK, Kauser Y, Upadhyay M, INDICO, et al. Genome-wide association study of blood lipids in Indians confirms universality of established variants. J Hum Genet. 2019;64:573–87. source
- cites [41] Steffen BT, Pankow JS, Norby FL, Lutsey PL, Demmer RT, Guan W, et al. Proteomics analysis of genetic liability of abdominal aortic aneurysm identifies plasma neogenin and kit Ligand: the ARIC Study. Arterioscler Thromb Vasc Biol. 2023;43:367–78. source
May combine two claims.
PremisecitationThe mechanism of BMP2-mediated upregulation of ApoE operates through a novel PPARγ/ApoE axis downstream of BMP2 and its receptor BMP-R2; BMP2/BMP-R2 signaling leads to activation of PPARγ and resulting production and secretion of ApoE.
“The mechanism of BMP2-mediated upregulation of ApoE is operated through a novel PPARγ/ApoE axis down stream of BMP2 and its receptor, BMP-R2. The BMP2/BMP-R2 signaling leads to activation of PPARγ and the resulting production and secretion of ApoE [43].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [43] Hansmann G, de Jesus Perez VA, Alastalo TP, Alvira CM, Guignabert C, Bekker JM, et al. An antiproliferative BMP-2/PPARγ/apoE axis in human and murine SMCs and its role in pulmonary hypertension. J Clin Invest. 2008; 118:1846–57. source
May combine two claims.
Findingown dataIn addition to the established and opposite associations of APOE*4 and APOE*2 with both AD risk and ApoE level, multiple additional independent AD-associated SNPs reported in the APOE region and reported SNPs in some known non-APOE AD loci are also associated with plasma ApoE level.
“We show here that in addition to the established and opposite associations of APOE*4 and APOE*2 with both AD risk and ApoE level, multiple additional independent AD-associated SNPs reported in the APOE region [23] as well as reported SNPs in some known non-APOE AD loci [5], are also associated with plasma ApoE level.”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [23] Jansen IE, Savage JE, Watanabe K, Bryois J, Williams DM, Steinberg S, et al. Genome-wide meta-analysis identifies new loci and functional pathways influencing Alzheimer’s disease risk. Nat Genet. 2019;51:404–13. source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites [5] Kamboh MI. Genomics and functional genomics of alzheimer’s disease. Neurotherapeutics. 2022;19:152–72. source
May combine two claims.
PremisecitationMurine data in targeted replacement APOE mice and APOE knock-in mice support this observation, wherein reduced brain ApoE level and reduced basal dendritic spine density in the entorhinal cortex were found in ApoE4 mice compared with ApoE3 mice.
“The murine data in targeted replacement APOE mice and APOE knock-in mice support this observation, wherein reduced brain ApoE level and reduced basal dendritic spine density in the entorhinal cortex were found in ApoE4 mice compared with ApoE3 mice [49].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [49] Sepulveda J, Luo N, Nelson M, Ng CAS, Rebeck GW. Independent APOE4 knock-in mouse models display reduced brain APOE protein, altered neuroinflammation, and simplification of dendritic spines. J Neurochem. 2022;163:247–59. source
Classified as probably not a substantial claim.
Study design and conductown dataTo determine the association of plasma ApoE level with risk of incident dementia, hazard ratios per 1-SD lower ApoE level were obtained in 3031 subjects using Cox regression adjusted for baseline age, sex, ethnicity, education, BMI, and research site.
“To determine the association of plasma ApoE level with risk of incident dementia, we obtained hazard ratios (HRs) per 1-standard deviation (SD) lower ApoE level in 3031 subjects using the Cox regression model [21] adjusted for baseline age, sex, ethnicity, education, BMI, and the research site.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [21] Koch M, DeKosky ST, Goodman M, Sun J, Furtado JD, Fitzpatrick AL, et al. Association of apolipoprotein E in lipoprotein subspecies with risk of dementia. JAMA Netw Open. 2020;3:e209250. source
May combine two claims.
Findingown dataIn the GEM study, lower baseline whole plasma ApoE concentration was not associated with incident dementia (HR = 1.00; 95% CI 0.91-1.10) or Alzheimer's disease (HR = 1.01; 95% CI 0.92-1.12).
“While lower ApoE concentration in whole plasma was not associated with either incident dementia (HR = 1.00; 95% CI: 0.91–1.10) or AD (HR = 1.01: 95% CI: 0.92 to 1.12)”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn the GEM study, exposure to Ginkgo biloba showed no impact on plasma ApoE level (P = 0.769).
“exposure to Ginkgo biloba showed no impact on plasma ApoE level (P = 0.769; Fig. S2).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataPlasma ApoE level-associated independent variants, especially in the APOE region, were also associated with Alzheimer's disease risk and amyloid deposition in the brain.
“Plasma ApoE level-associated independent variants, especially in the APOE region, were also associated with AD risk and amyloid deposition in the brain”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn the GEM study, plasma ApoE level was significantly higher in females than males (P = 1.18E-24).
“ApoE level was significantly higher in females than males (P = 1.18E-24; Fig. S1b)”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based).
Findingown dataThe APOE-region independent signals together explained about 22% of the variance in plasma ApoE level.
“together they explained about 22% of the variance in plasma ApoE level”
- Also stated in: § Discussion · plain
“Altogether, the 11 independent SNPs in the APOE region explained about 22% of the variance of plasma ApoE level.”
Quote in the paperNot a substantial claim- Also stated in: § Discussion · plain
May combine two claims. The quote only partly states this claim.
Findingown dataConditional analyses identified ten independent signals in the APOE region, including five with lowering effect and five with elevating effect, plus one partially independent signal.
“we identified 10 independent signals, including five with lowering effect: APOC4/rs35136575(intergenic), APOE/rs429358(p.Cys112Arg), APOE/rs4055 09(promoter), APOC1/rs157595(intergenic) and APOC1P1/rs5112 (ncRNA-exonic); and five with elevating effect: APOE/rs7412 (p.Arg158Cys), APOE/rs769446(promoter), CBLC/rs148933445(intronic), APOC1/rs144311893(intergenic), and APOC1P/rs114448690 (ncRNA-intron”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOn chromosome 11, three additional independent signals were identified: BUD13/rs180326 (P = 2.62E-07), SIK3/rs4936359 (P = 4.85E-07), and ZPR1/rs35120633(p.A264V) (P = 3.48E-07).
“we identified three additional independent signals: BUD13/rs180326 (P = 2.62E-07), SIK3/rs4936359 (P = 4.85E-07); and ZPR1/rs35120633(p.A264V) (P = 3.48E-07).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThree SNPs in the partially independent signal are potentially functional: PVRL2/rs6857 (3'UTR), TOMM40/rs71352238 (promoter), and TOMM40/rs11556505 (p.Phe131Leu).
“Three of these are potentially functional: PVRL2/rs6857(3’UTR), TOMM40/rs71352238 (promoter), TOMM40/rs11556505 (p.Phe131Leu).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn the APOE region, APOC1P1-APOC4/rs35136575 was the most significant SNP associated with lower ApoE levels (β = −0.3799; P = 6.34E-24), showing a stronger effect than APOE*4.
“APOC1P1-APOC4/rs35136575 was the most significant SNP associated with lower ApoE levels (β = −0.3799; P = 6.34E-24), showing an even stronger effect than APOE*4.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSix regions on chromosomes 1, 4, 7, 11, 19, and 20 showed genome-wide significant signals (P < 5E-08) along with a subthreshold GWS signal on chromosome 5 (P = 5.49E-08).
“Six regions on chromosomes 1, 4, 7, 11, 19, and 20 showed genome-wide significant (GWS) signals (P < 5E-08) along with a subthreshold GWS signal (P = 5.49E-08) on chromosome 5”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataPVRL2/rs6857 is in LD (R2 = 0.69) with APOE*4/rs429358, while TOMM40/rs71352238 and rs11556505 are in moderate LD (R2 = 0.46-0.48) with APOE*4.
“While PVRL2/rs6857 is in LD (R2 = 0.69) with APOE*4/rs429358, the other two are only in a moderate LD (R2 = 0.46– 0.48) with the latter”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOf the novel loci, no expression data were available for PPARGC1A, GBA3, and BMP2 genes in GTEx.
“Of the novel loci, no expression data were available for PPARGC1A, GBA3, and BMP2 genes in GTEx.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataAPOE and other genes in the APOE region have relatively high expression in the brain.
“APOE along with other genes in this region have relatively high expression in the brain (Fig. S6).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAll 8 Jansen et al. Alzheimer's disease-risk SNPs showed the expected association with plasma ApoE level in this study, where the AD risk allele was associated with lower ApoE level and the AD protective allele with higher ApoE level.
“All these SNPs showed the expected association with plasma ApoE level in our study where AD risk allele was associated with lower ApoE level and AD protective allele with higher ApoE level (Table S6).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataBaseline low plasma ApoE level present in HDL lacking ApoC3 was a risk factor for incident dementia and worse cognitive function, but not in HDL having ApoC3.
“Baseline low plasma ApoE level present in HDL lacking ApoC3 was a risk factor for incident dementia and worse cognitive function, but not in HDL having ApoC3.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFUMA SNP2GENE mapped 116 pre-defined SNPs with GWS or suggestive associations to 79 coding genes, including 49 in novel regions and 17 in the APOE region.
“A total of 116 pre-defined SNPs with GWS or suggestive associations (Table S3) with ApoE levels were used as input to SNP2GENE that mapped to 79 coding genes, including 49 in the novel regions and 17 in the APOE region”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe top SNP in each of the 21 non-APOE AD loci was associated at nominal significance with plasma ApoE level, with the strongest association in the ABCA7 region (P = 9.88E-05).
“The top SNP in each AD region in our plasma ApoE GWAS was associated at nominal significance with ApoE level (Table S7) with the strongest association observed in the ABCA7 region (P = 9.88E-05).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataGenes at novel loci were implicated with delirium on chromosome 11 (P = 3.15E-08) and hippocampal volume on chromosomes 11 and 12 (P = 3.50E-14).
“genes at novel loci were implicated with delirium on chromosome 11 (P = 3.15E-08) and hippocampal volume on chromosomes 11 and 12 (P = 3.50E-14; Table S5).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataBrain expression of OPRD1, PLK2, PHF14 and ZPR1/ZNF259 was modest, while multiple candidate genes on chromosomes 11 and 12 showed high expression.
“While the brain expression of OPRD1, PLK2, PHF14 and ZPR1/ZNF259 was modest, multiple candidate genes on chromosomes 11 and 12 showed high expression.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenChromosome 12 signal rs2470341 is intergenic and located near the AVIL-TSFM-CYP27B1-TSPAN31 locus.
“Chromosome 12 signal, rs2470341, is intergenic and located near the AVIL-TSFM-CYP27B1-TSPAN31 locus”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThis GWAS, in addition to confirming the previously reported association of APOE*2 and APOE*4, has identified additional independent signals in the APOE region as well as seven new loci on other chromosomes affecting plasma ApoE level.
“This is the largest GWAS on plasma ApoE level that, in addition to confirming the previously reported association of APOE*2 and APOE*4, has identified additional independent signals in the APOE region as well as seven new loci on other chromosomes affecting plasma ApoE level.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe ApoE level-associated independent variants, especially in the APOE region, are associated with AD risk and amyloid deposition.
“We also found that the ApoE level-associated independent variants, especially in the APOE region, are associated with AD risk and amyloid deposition”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationBefore this study, no large genome-wide association study on plasma ApoE level had been reported; only a small GWAS of 570 subjects had identified the known APOE region signal.
“Previously a small genome-wide association study (GWAS) was carried out on only 570 subjects with plasma ApoE level that identified only the known signal in the APOE region [16].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [16] Cruchaga C, Kauwe JSK, Nowotny P, Bales K, Pickering EH, Mayo K, et al. Cerebrospinal fluid APOE levels: an endophenotype for genetic studies for alzheimer’s disease. Hum Mol Genet. 2012;21:4558–71. source
May combine two claims.
PremisecitationAPOE polymorphism is associated with variation in plasma ApoE concentration; APOE*4 is associated with lower and APOE*2 with higher plasma ApoE level compared to APOE*3.
“APOE polymorphism is also associated with variation in plasma ApoE concentration; APOE*4 is associated with lower and APOE*2 with higher level as compared to the common APOE*3 allele [13, 14].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [13] Kaprio J, Ferrell RE, Kottke BA, Kamboh MI, Sing CF. Effects of polymorphisms in apolipoproteins E, A-IV, and H on quantitative traits related to risk for cardiovascular disease. Arterioscler Thromb. 1991;11:1330–48. source
- cites [14] Rasmussen KL, Tybjærg-Hansen A, Nordestgaard BG, Frikke-Schmidt R. Plasma levels of apolipoprotein E and risk of dementia in the general population. Ann Neurol. 2015;77:301–11. source
May combine two claims.
InterpretationreasoningComplementary data suggest that at least a part of the Alzheimer's disease genetic risk and amyloid deposition is mediated by genetically determined plasma ApoE variation, especially in the APOE region.
“These complementary data suggest that at least a part of the AD genetic risk and amyloid deposition is mediated by genetically determined plasma ApoE variation, especially in the APOE region.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataAPOC4/rs35136575 has a RegulomeDB score of 1d and can affect transcription binding.
“APOC4/rs35136575 with a RegulomeDB score of 1d, can affect transcription binding.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataAnother independent signal represented by three LD-linked SNPs (rs157595, rs439401, rs584007) has RegulomeDB scores of 1f, 1c, and 1f, respectively, indicating that these SNPs have regulatory functions as they can affect transcription binding and expression of a gene target.
“Another independent signal represented by three LD-linked SNPs (rs157595, rs439401 and rs584007) have RegulomeDB scores of 1f, 1c, and 1f, respectively, indicating that these SNPs have regulatory functions as they can affect transcription binding and expression of a gene target.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationRecent population-based epidemiological studies suggest that low plasma ApoE level may be a risk factor for incident dementia.
“recent population-based epidemiological studies suggest that low plasma ApoE level may be a risk factor for incident dementia [14, 15].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [14] Rasmussen KL, Tybjærg-Hansen A, Nordestgaard BG, Frikke-Schmidt R. Plasma levels of apolipoprotein E and risk of dementia in the general population. Ann Neurol. 2015;77:301–11. source
- cites [15] Rasmussen KL, Tybjærg-Hansen A, Nordestgaard BG, Frikke-Schmidt R. Plasma apolipoprotein E levels and risk of dementia: a Mendelian randomization study of 106,562 individuals. Alzheimers Dement. 2018;14:71–80. source
Classified as probably not a substantial claim. May combine two claims.
InterpretationcitationA similar mechanism may occur in the brain where lipoproteins are HDL-like, and low concentration of ApoE on HDL lacking ApoC3 may affect neuronal cholesterol uptake and clearance of Aβ and tau mediated by ApoE-binding receptors, eventually affecting cognitive function and Alzheimer's disease risk.
“A similar mechanism may occur in the brain where lipoproteins are HDL-like [33] and low concentration of ApoE on HDL lacking ApoC3 may affect the neuronal cholesterol uptake and clearance of Aβ and tau mediated by ApoE-binding receptors and eventually affecting cognitive function and AD risk.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [33] Turri M, Marchi G, Adorni MP, Calabresi, Zimetti F.Emerging role of HDL in brain cholesterol metabolism and neurodegenerative disorders.BBA Mol Cell Biol Lipids. 2022;1867:159123 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationPlasma ApoE is associated with multiple lipoprotein particles, and about 50% of ApoE is present on high-density lipoprotein (HDL).
“Plasma ApoE is associated with multiple lipoprotein particles, which also contain other apolipoproteins, and about 50% of ApoE is present on high-density lipoprotein (HDL) [20].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [20] Weisgraber KH, Mahley RW. Characterization of apolipoprotein E-containing lipoproteins. Methods Enzymol. 1986;129:145–66. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationNDUFA4 has been identified as one of the few significantly regulated proteins in Aβ plaques in anti-Aβ antibody aducanumab treated transgenic mice, suggesting that upregulation of NDUFA4 in plaques may inhibit Aβ toxicity and increase phagocytosis and cell viability.
“NDUFA4, that codes for a mitochondrial protein has been identified as one of the few significantly regulated proteins in Aβ plaques in anti-Aβ antibody aducanumab treated transgenic mice, suggesting that upregulation of NDUFA4 in plaques may inhibit Aβ toxicity and increase phagocytosis and cell viability [47].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [47] Bastrup J, Hansen KH, Poulsen TBG, Kastaniegaard K, Asuni AA, Christensen S, et al. Anti-Aβ antibody aducanumab regulates the proteome of senile plaques and closely surrounding tissue in a transgenic mouse model of Alzheimer’s disease. J Alzheimers Dis. 2021;79:249–65. source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationElevated OPRD1 promoter methylation is suggested to be a risk factor for AD.
“elevated OPRD1 promoter methylation is suggested to be a risk factor for AD [45].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [45] Mathieu-Kia A-M, Fan L-Q, Kreek MJ, Simon EJ, Hiller JM. Μ-, δ- and κ-opioid receptor populations are differentially altered in distinct areas of postmortem brains of Alzheimer’s disease patients. Brain Res. 2001;893:121–34. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationOPRD1 encodes delta-opioid receptors, which are implicated in cognitive functions.
“OPRD1 that encodes delta-opioid receptors, which are implicated in cognitive functions [44]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [44] Cruz-Gordillo P, Fedrigo O, Wray GA, Babbitt CC. Extensive changes in the expression of the opioid genes between humans and chimpanzees. Brain Behav Evol. 2010;76:154–62. source
May combine two claims.
InterpretationreasoningVariation in ApoE level is associated with AD risk, with a significant contribution from multiple signals in the APOE region.
“These data suggest that variation in ApoE level is associated with AD risk, with a significant contribution from multiple signals in the APOE region.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationBMP2 was originally shown to upregulate APOE in a murine-mesenchymal progenitor cell line, suggesting a possible role of APOE in organogenesis and tissue differentiation.
“BMP2 was originally shown to upregulate APOE in a murine-mesenchymal progenitor cell line, suggesting a possible role of APOE in organogenesis and tissue differentiation [42].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [42] Bächner D, Schröder D, Betat N, Ahrens M, Gross G. Apolipoprotein E (ApoE), a Bmp-2 (bone morphogenetic protein) upregulated gene in mesenchymal progenitors (c3h10t1/2), is highly expressed in murine embryonic development. Biofactors 1999;9:11–17. source
Classified as probably not a substantial claim.
Study design and conductnone givenSNP analysis was performed using a linear regression framework implemented in PLINK, including age, sex, education, and the first four PCs of ancestry as covariates.
“SNP analysis was performed using a linear regression framework implemented in PLINK, including age, sex, education, and the first four PCs of ancestry as covariates.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductnone givenSome limitations of the study include the use of an older cohort and lack of replication sample.
“Some limitations of our study include the use of an older cohort and lack of replication sample.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe study was approved by the University of Pittsburgh Internal Review Board and informed consent was obtained from all subjects.
“The study was approved by the University of Pittsburgh Internal Review Board and informed consent was obtained from all subjects.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenAll duplicate samples showed comparable values.
“All duplicate samples showed comparable values.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataThe first four components were conservatively determined to be relevant for determination of population origin and were used as covariates in subsequent statistical association analyses.
“The first four components were conservatively determined to be relevant for the determination of population origin based on the visual examination of the principal component (PC) of ancestry plots and were used as covariates in subsequent statistical association analyses.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenExclusion criteria for SNPs included minor allele frequency (MAF) <1%, high genotype failure rate, and deviation from Hardy-Weinberg expectations (P ≤ 1E-06).
“Exclusion criteria for SNPs included minor allele frequency (MAF) <1%, high genotype failure rate, and deviation from Hardy–Weinberg expectations (P ≤ 1E–06).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningGWAS findings in this older cohort may not be generalizable.
“GWAS findings in this older cohort may not be generalizable”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationApoE deficiency in mice has been shown to be associated with BBB dysfunction where both blood- and tissue-derived ApoE were found to be equally important for BBB function and thus relevant to age-related neurodegenerative diseases, like AD.
“ApoE deficiency in mice has also shown to be associated with BBB dysfunction where both the blood- and tissue-derived ApoE were found to be equally important for BBB function and thus relevant to age-related neurodegenerative diseases, like AD [52].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [52] Hafezi-Moghadam A, Thomas KL, Wagner DD. ApoE deficiency leads to a progressive age-dependent blood-brain barrier leakage. Am J Physiol Cell Physiol. 2007;292:C1256–C1262. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenParticipants with >2% genotype failure rate and cryptic relatedness (none removed) were used as exclusion criteria.
“Participants with >2% genotype failure rate and cryptic relatedness (none removed) were used as exclusion criteria.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductcitationPopulation stratification was analyzed using a multi-dimensional scaling-based method as implemented in PLINK using only QC-passed common variants (MAF > 0.05).
“Population stratification was analyzed using a multi-dimensional scaling-based method as implemented in PLINK using only QC-passed (n = 5,448,855 SNPs) common variants (MAF > 0.05) [55].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [55] Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MAR, Bender D, et al. Plink: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet. 2007;81:559–75. source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe top imputed SNPs with genome-wide significant P-values were genotyped using TaqMan assays.
“The top imputed SNPs with genome-wide significant P-values were genotyped using TaqMan assays (Applied Biosystems, Thermo Fisher Scientific).”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataThe study used the largest sample size to date with 90% power to detect 0.0174 effect size index at GWS level, which enabled identification of multiple novel signals in the known APOE region as well as novel loci in the genome.
“The strength of our study is that we have used the largest sample size to date with 90% power to detect 0.0174 effect size index at GWS level, which has enabled the identification of multiple novel signals in the known APOE region as well as novel loci in the genome.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningSome ApoE level-associated variants may have been missed.
“some ApoE level-associated variants may have been missed.”
Quote in the paperNot a substantial claim
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?
In the absence of lipid abnormalities, plasma apoE levels tend to be higher for apoE2 and lower for apoE4.
“In the absence of lipid abnormalities, plasma apoE levels are generally reported to tend to be higher for apoE2 and lower for apoE4 18).”
From Impact of Apolipoprotein E Variants: A Review of Naturally Occurring Variants and Clinical Features (2025) · cites this paper as [18]
The Results (‘Associations in the APOE region’; page not provided) report that APOE*2 is associated with higher plasma ApoE and APOE*4 with lower plasma ApoE. The paper does not establish that this pattern holds specifically in the absence of lipid abnormalities; its Participants methods describe exclusions for neurological conditions, not lipid abnormalities. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Conflicting chromosome 20 conditional P-values
MinorThe text and Table 3 give different P-values for the BMP2 signal after adjustment for APOE*2/rs7412: 2.21E-05 versus 4.61E-05.
“the chromosome 20 signal lost its GWS after adjusting for APOE*2/rs7412 (P = 2.21E-05)”
“| 20p12.3 | 6846108 | BMP2 | 0.013 | rs73894435 | Intergenic | A | T | 1.37 | 9.64E-09 | 4.61E-05 | 9.738E-08 |”
Suggestive-association thresholds disagree
MinorThe Fig. 2 caption labels P < 1E-05 as suggestive, whereas the methods define the suggestive significance threshold as P ≤ 1E-06.
“the blue line represents suggestive associations (P < 1E-05).”
“the suggestive significance threshold was set at P ≤ 1E-06.”
Chromosome 4 lead variant has two identifiers
MinorThe discussion identifies rs79399931 as the chromosome 4 novel signal, but Table 3 identifies rs142344853 as the lead variant at that locus.
“The chromosome 4 intergenic signal, rs79399931, is located between GBA3 and PPARGC1A.”
“| 4p15.2 | 23343005 | GBA3,PPARGC1A | 0.013 | rs142344853 | Intergenic | C | T | 0.81 | 4.31E-08 | 4.456E-07 | 1.432E-07 |”
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ASSOCIATION BETWEEN PPARGC1A GENE POLYMORPHISMS AND CORONARY ARTERY DISEASE IN A CHINESE POPULATION
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- Authors
- Aslam, M. M., Fan, K.-H., Lawrence, E., Bedison, M. A., Snitz, B. E., DeKosky, S. T., Lopez, O. L., Feingold, E., & Kamboh, M. I.
- Affiliations
- University of Pittsburgh (US)
- University of Florida (US)
- Corresponding author
- Kamboh, M. Ilyas
- ORCID
- Venue
- Molecular Psychiatry
- Published
- 2023-09-05
- Volume
- 28
- Issue
- 10
- Pages
- 4451-4462
- ISSN
- 1359-4184 (ISSN-L)
- 1476-5578
- PMC
- PMC10827653
- OpenAlex
- W4386413214
- Semantic Scholar
- b247b83d6ed08669bdfb0a1b7a8fbf54d36d947b
- Cited by
- 39
- References
- 57
- Citations by year
- 2026: 10 · 2025: 17 · 2024: 11 · 2023: 1
- FWCI
- 6.93
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Molecular Psychiatry (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health (AG021886)
- National Institute on Aging (R01AG064877, R01AG041718, R01AG030653, R56AG064877, AG021886, P30AG066468, U24AG021886)
- National Center for Complementary and Alternative Medicine
- National Center for Complementary and Integrative Health (U01AT000162)
- Topics
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Keywords
- apolipoprotein E, Alzheimer's disease risk, APOE polymorphism, APOE ε4, genetic loci, cognitive function, incident dementia, amyloid deposition, European Americans
- MeSH terms
- Alzheimer Disease, Apolipoproteins E, Genotype, Humans, Polymorphism, Genetic, Apolipoprotein E4, Genome-Wide Association Study
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-31.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-31.
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