Cited by 39Alzheimer's disease research and treatmentsDementia and Cognitive Impairment ResearchGenetic Associations and Epidemiology

Genome-wide analysis identifies novel loci influencing plasma apolipoprotein E concentration and Alzheimer’s disease risk

Open access
Aslam, M. Muaaz, Fan, Kang-Hsien, Lawrence, Elizabeth, Bedison, Margaret Anne, Snitz, Beth E., DeKosky, Steven T., Lopez, Oscar L., Feingold, Eleanor +1 more·2023·Molecular Psychiatry

Abstract

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.

AI snapshot

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

Crossref · 10.1038/s41380-023-02170-4

Cites

57 of 57 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

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
  • 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.

    Premisecitation

    LXR 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.

    Premisecitation

    The 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.

    Findingcitation

    Only 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.

    Premisecitation

    The 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).

    Premisecitation

    APOE*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.

    Premisecitation

    ApoE 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.

    Premisecitation

    GBA3 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.

    Premisecitation

    ApoE4 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.

    Premisecitation

    The 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.

    Interpretationcitation

    The 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.

    Premisecitation

    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.

    “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.

    Premisecitation

    PLK2 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.

    Premisecitation

    rs964184 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.

    Premisecitation

    The 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 data

    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 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.

    Premisecitation

    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.

    “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 data

    To 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 data

    In 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    In 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 claim
  • May combine two claims.

    Findingown data

    Plasma 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    In 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 claim
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based).

    Findingown data

    The 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
  • May combine two claims. The quote only partly states this claim.

    Findingown data

    Conditional 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 claim
  • May combine two claims.

    Findingown data

    On 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 claim
  • May combine two claims.

    Findingown data

    Three 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 claim
  • May combine two claims.

    Findingown data

    In 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 claim
  • May combine two claims.

    Findingown data

    Six 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 claim
  • May combine two claims.

    Findingown data

    PVRL2/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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Of 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    APOE 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 claim
  • May combine two claims.

    Findingown data

    All 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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    FUMA 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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingown data

    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).

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Brain 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 claim
  • May combine two claims.

    Findingnone given

    Chromosome 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 claim
  • May combine two claims.

    Findingown data

    This 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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Premisecitation

    Before 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.

    Premisecitation

    APOE 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.

    Interpretationreasoning

    Complementary 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 claim
  • May combine two claims.

    Interpretationown data

    APOC4/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 claim
  • May combine two claims.

    Interpretationown data

    Another 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 claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Recent 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.

    Interpretationcitation

    A 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.

    Premisecitation

    Plasma 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.

    Premisecitation

    NDUFA4 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).

    Premisecitation

    Elevated 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.

    Premisecitation

    OPRD1 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.

    Interpretationreasoning

    Variation 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    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.

    “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 given

    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.

    “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 claim
  • May combine two claims.

    Study design and conductnone given

    Some 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    All duplicate samples showed comparable values.

    “All duplicate samples showed comparable values.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Exclusion 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    GWAS 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 claim
  • May combine two claims.

    Premisecitation

    ApoE 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 given

    Participants 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 claim
  • Classified as probably not a substantial claim.

    Study design and conductcitation

    Population 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 given

    The 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 claim
  • May combine two claims.

    Study design and conductown data

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    Some ApoE level-associated variants may have been missed.

    “some ApoE level-associated variants may have been missed.”
    Quote in the paperNot a substantial claim
65 of 65

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

    Minor

    The 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.

  • Suggestive-association thresholds disagree

    Minor

    The Fig. 2 caption labels P < 1E-05 as suggestive, whereas the methods define the suggestive significance threshold as P ≤ 1E-06.

  • Chromosome 4 lead variant has two identifiers

    Minor

    The discussion identifies rs79399931 as the chromosome 4 novel signal, but Table 3 identifies rs142344853 as the lead variant at that locus.

3 of 3

Cites

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Cited by

Sorted by citations

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
Venue
Molecular Psychiatry
Published
2023-09-05
Volume
28
Issue
10
Pages
4451-4462
ISSN
  • 1359-4184 (ISSN-L)
  • 1476-5578
OpenAlex
W4386413214
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
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.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

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