Blood PCSK9 Impacts Alzheimer's Disease Risk in an APOE Genotype‐Dependent Manner: A Prospective Cohort Study
Open accessAbstract
Background and Aims: Apolipoprotein E (APOE) and proprotein convertase subtilisin/kexin type 9 (PCSK9) are both lipid proteins and related to immunity/inflammation. We hypothesized that PCSK9 impacts on Alzheimer's disease (AD) risk in an APOE genotype dependent manner. Methods: We used the Framingham Heart Study (FHS) Offspring cohort (Gen 2), with data on plasma PCSK9 protein concentration, as the baseline exposure for 1,704 study subjects. Using Cox regression models, the outcomes were incidents of AD or all‐cause dementia. Using another FHS dataset with 3,048 individuals with genetic data, we examined the association between PCSK9 genotypes and the incidence of AD/dementia, stratifying the analysis based on APOE ε4 status. The Alzheimer's Disease Neuroimaging Initiative (ADNI) study was used to validate some of the main findings. Results: Higher plasma PCSK9 protein levels were associated with a lower risk of AD (HR [95%CI]: 0.74 [0.58, 0.94]; p = 0.01) in APOE ε4 noncarriers; in contrast, PCSK9 levels were not significantly associated with AD risk in APOE ε4 carriers, after adjusting for common confounders, lipid profile, and lipid treatment. Using the three SNPs (rs502576, rs529787, rs676297) of the PCSK9 gene associated with PCSK9 levels in blood, we consistently found that the genotypes, which determine a low concentration of PCSK9, were associated with AD risk only in APOE ε4 noncarriers. These findings were validated by the ADNI study, which showed that the PCSK9 genotypes were associated with AD risk and with the AD biomarker—a low concentration of Aβ42 in CSF, only in APOE ε4 noncarriers. Conclusions: Our study suggests that high blood PCSK9 levels are protective against AD risk in APOE ε4 noncarriers, potentially through mechanisms related to lipid metabolism. The findings may highlight the importance of considering APOE genotype when prescribing the drugs targeting PCSK9.
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Written from the paper’s full text.
TL;DR
In the Framingham Heart Study Offspring cohort, higher plasma PCSK9 was associated with lower Alzheimer’s disease risk only in APOE ε4 noncarriers, while no significant association was seen in APOE ε4 carriers. PCSK9 genotypes linked to lower blood PCSK9 showed the same APOE ε4–dependent pattern and were validated in ADNI, including lower CSF Aβ42 in noncarriers.
Key findings
- Among APOE ε4 noncarriers, higher plasma PCSK9 was associated with lower incident AD risk after adjustment (HR [95% CI]: 0.74 [0.58, 0.94]; p = 0.01); in APOE ε4 carriers, the association was not statistically significant.
- The APOE ε4 × PCSK9 interaction was significant for AD in Model 4 (HR [95% CI]: 1.80 [1.24, 2.62]; p = 0.002) and for all-cause dementia (HR [95% CI]: 1.65 [1.20, 2.28]; p = 0.002).
- Three PCSK9 SNPs (rs502576, rs529787, rs676297) determining low PCSK9 concentrations were associated with AD risk only in APOE ε4 noncarriers; in ADNI, these genotypes were also associated with lower CSF Aβ42 only in APOE ε4 noncarriers.
- For all-cause dementia, higher peripheral PCSK9 was associated with reduced hazard in the overall sample in Model 4 (HR [95% CI]: 0.81 [0.66, 0.98]; p = 0.033).
Methods
- Prospective cohort study using FHS Offspring cohort Exam 5: plasma PCSK9 protein dataset n = 1,704 and PCSK9 genetic dataset n = 3,048; exclusions included missing APOE genotype, APOE ε2/ε4, baseline dementia, and follow-up < 3 years.
- Cox proportional hazards models estimated incident AD and all-cause dementia over up to 30 years, adjusting for age, sex, education, lipid profile, lipid treatment, CVD, BMI, and APOE ε4; analyses were stratified by APOE ε4 status.
- Validation used 1,476 ADNI participants with logistic regression for prevalent AD/all-cause dementia and CSF Aβ42 analyses, stratified by APOE ε4 carrier status.
Limitations
- The paper states: diet was not accounted for; no experimental validation; no longitudinal PCSK9 measurements, preventing causal inference; limited ethnic diversity in FHS; residual confounding by age because primary analyses did not use age-matched sampling; and no correction for multiple comparisons.
- The paper also notes that both cohorts lacked data on PCSK9 inhibitor use, and that the nonsignificant findings in APOE ε4 carriers may be due to lack of power.
- Evident from the text: findings are observational, and the authors note that conclusions on PCSK9 inhibitors and AD risk remain inconclusive.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
27 of 43 cited sources checked · 12 supported · 1 flagged · accuracy not yet measured
- Premisecitation
C-reactive protein (CRP) and MCP-1 interact with APOE ε4 versus APOE ε2 in an opposite direction to impact Alzheimer's disease risk.
“our recent studies have shown that several proinflammatory proteins including C‐reactive protein (CRP) and MCP‐1 interact with APOE ε4 versus APOE ε2 in an opposite direction to impact AD risk [3, 4].”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [3] Q. Tao, T. F. Alvin Ang, S. C. Akhter‐Khan, et al., “ Impact of C‐Reactive Protein on Cognition and Alzheimer Disease Biomarkers in Homozygous Apolipoprotein E Ɛ4 Carriers,” Neurology 97 (2021): 1243– 1252. PMC8480484 34266923 source
- cites [4] J. Huang, T. D. Stein, Y. Wang, et al., “ Blood Levels of MCP‐1 Modulate the Genetic Risks of Alzheimer's Disease Mediated by HLA‐DRB1 and APOE for Alzheimer's Disease,” Alzheimer's & Dementia 19, no. 5 (2023): 1925– 1937. PMC10182187 36396603 source
The Results (Characteristics of the FHS population; page not provided) report that MCP-1 interacts with APOE ε4 and APOE ε2 in opposite directions for AD risk. The paper says CRP increases AD risk in APOE ε4 carriers, but does not establish an opposite-direction CRP interaction with APOE ε2. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
PCSK9 is a key regulator of the Alzheimer's disease pathological component Aβ clearance across the blood-brain barrier in an animal model.
“Basic research has discovered that PCSK9 is a key regulator of the AD pathological component Aβ clearance across the blood‐brain barrier (BBB) in the animal model [9].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [9] A. D. Mazura, A. Ohler, S. E. Storck, et al., “ PCSK9 Acts as a Key Regulator of Aβ Clearance Across the Blood‐Brain Barrier,” Cellular and Molecular Life Sciences 79, no. 4 (2022): 212. 35344086 PMC8960591 source
- Interpretationcitation
ApoE4 carriers may be particularly susceptible to PCSK9-mediated lipid dysregulation.
“indicating that ApoE4 carriers may be particularly susceptible to PCSK9‐mediated lipid dysregulation [7, 8].”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [7] B. Papotti, M. Palumbo, M. P. Adorni, et al., “ Influence of APOE4 Genotype on PCSK9‐lipids Association in Cerebrospinal Fluid and Serum of Patients in the Alzheimer's Disease Continuum,” Journal of Alzheimer's Disease 102, no. 1 (2024): 162– 172. 39497318 source
- cites [8] G. Testa, S. Giannelli, E. Staurenghi, et al., “ The Emerging Role of PCSK9 in the Pathogenesis of Alzheimer's Disease: A Possible Target for the Disease Treatment,” International Journal of Molecular Sciences 25, no. 24 (2024): 13637. 39769398 PMC11727734 source
Section 2 links ApoE4 to impaired cholesterol trafficking, and section 3.2 describes ways PCSK9 may disrupt ApoE-related lipid handling. Section 3.5 reports higher PCSK9 levels in ApoE4 carriers with Alzheimer’s disease than in non-carriers. Together these support the proposed link, but the paper does not establish that carriers are more susceptible to PCSK9-mediated lipid dysregulation than non-carriers. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Premisecitation
PCSK9(-/-) mice showed increased levels of BACE1 and Aβ production and accumulation in the brain.
“PCSK9(‐/‐) mice showed increased levels of BACE1, the key protease in APP processing, and Aβ production and accumulation in the brain [10].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [10] M. C. Jonas, C. Costantini, and L. Puglielli, “ PCSK9 is Required for the Disposal of Non‐Acetylated Intermediates of the Nascent Membrane Protein BACE1,” EMBO Reports 9, no. 9 (2008): 916– 922. 18660751 PMC2529349 source
- Premisecitation
A study using the UK Biobank cohort did not find that PCSK9, either protein or genotypes, is associated with AD risk.
“A study using the UK Biobank (UKBB) cohort did not find that PCSK9, either protein or genotypes, is associated with AD risk [26].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [26] A. J. Cupido, L. F. Reeskamp, A. D. Hingorani, et al., “ Joint Genetic Inhibition of PCSK9 and CETP and the Association With Coronary Artery Disease: A Factorial Mendelian Randomization Study,” JAMA Cardiology 7, no. 9 (2022): 955– 964. 35921096 PMC9350849 source
The Methods (page unavailable) say the UK Biobank analysis investigated Alzheimer disease using genetic scores for predicted PCSK9 concentrations. The Results (page unavailable) report an association for PCSK9 with coronary artery disease after correction for multiple testing, but not with Alzheimer disease. The study did not directly test measured PCSK9 protein concentrations against Alzheimer disease risk, so the protein part of the claim is unsupported. (LLM, conf=0.78)
Experimental — accuracy not yet measured
- Premisecitation
APOE protein regulates brain endothelia of the blood-brain barrier during peripheral inflammation.
“Since APOE protein regulates brain endothelia of BBB during peripheral inflammation [11]”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [11] Z. Zhang, H. Na, Q. Gan, et al., “ Monomeric C‐Reactive Protein via Endothelial CD31 for Neurovascular Inflammation in an ApoE Genotype‐Dependent Pattern: A Risk Factor for Alzheimer's Disease?,” Aging Cell 20 (2021): e13501. 34687487 PMC8590103 source
- Premisecitation
Lowering cholesterol in APOE4 carriers may decrease the risk of dementia.
“As lowering cholesterol in APOE4 carriers may decrease the risk of dementia based on other published literature [27, 28, 29, 30, 31, 32]”
Quote in the paperSubstantial claim4 of 6 sources checked- cites [27] Heart Protection Study Collaborative G., “ MRC/BHF Heart Protection Study of Cholesterol Lowering With Simvastatin in 20,536 High‐Risk Individuals: A Randomised Placebo‐Controlled Trial,” Lancet 360, no. 9326 (2002): 7– 22. 12114036 source
- cites [28] S. Trompet, P. Vliet, A. J. M. Craen, et al., “ Pravastatin and Cognitive Function in the Elderly. Results of the PROSPER Study,” Journal of Neurology 257, no. 1 (2010): 85– 90. 19653027 source
- cites [29] Y. Sun, G. Wang, Z. Pan, and S. Chen, “ Systematic Review of Atorvastatin for the Treatment of Alzheimer's Disease,” Neural Regeneration Research 7, no. 17 (2012): 1344– 1351. 25657666 PMC4308807 source
The Introduction reports observational evidence that statins can reduce dementia risk, and the Discussion describes cholesterol-lowering statins as potentially useful for prevention. Neither section addresses APOE4 carriers specifically; the Discussion also notes that systematic reviews found no reduction in Alzheimer’s risk among the elderly. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [30] N. Geifman, R. D. Brinton, R. E. Kennedy, L. S. Schneider, and A. J. Butte, “ Evidence for Benefit of Statins to Modify Cognitive Decline and Risk in Alzheimer's Disease,” Alzheimer's Research & Therapy 9, no. 1 (2017): 10. PMC5316146 28212683 source
The Background proposes that any preventive effect of statins might be more evident in ApoE4 carriers. The Results report lower Alzheimer’s disease risk among statin users overall and slower cognitive decline among ApoE4-homozygous patients who already had Alzheimer’s disease. They do not establish that lowering cholesterol reduces dementia risk specifically in ApoE4 carriers. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [31] M. Mejías‐Trueba, M. A. Pérez‐Moreno, and M. Á. Fernández‐Arche, “ Systematic Review of the Efficacy of Statins for the Treatment of Alzheimer's Disease,” Clinical Medicine 18, no. 1 (2018): 54– 61. 29436440 PMC6330926 source
The Introduction (page not available) reports that statin-treated patients had a lower risk of developing Alzheimer’s disease and links APOE4 to higher LDL cholesterol. The discussion of the Sparks trial (section labeled “11/11 High,” page not available) suggests APOE4 carriers with existing Alzheimer’s disease may benefit from statins, but it does not establish that lowering cholesterol reduces their risk of developing dementia. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [32] K. B. Rajan, E. A. McAninch, R. S. Wilson, A. Dhana, S. Evans‐Lacko, and D. A. Evans, “ Statin Initiation and Risk of Incident Alzheimer Disease and Cognitive Decline in Genetically Susceptible Older Adults,” Neurology 102, no. 7 (2024): e209168. 38447103 PMC11770690 source
The Results and Discussion (pages not provided) associate statin initiation in older APOE ε4 carriers with a lower risk of incident Alzheimer disease dementia. The paper describes statins as cholesterol-lowering medication, but it does not establish that lowering cholesterol itself reduces dementia risk, or assess dementia beyond Alzheimer disease. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Findingown data
Among APOE ε4 noncarriers, higher plasma PCSK9 concentration was associated with lower Alzheimer's disease risk after adjusting for age, sex, education, lipid profiles, and lipid treatment (HR 0.74 [0.58, 0.94], p = 0.01).
“Among the noncarriers, plasma PCSK9 concentration was negative associated with AD risk after adjusting for age, sex, education, lipid profiles and lipid treatment (HR [95%CI]: 0.74 [0.58, 0.94], p = 0.01) (Table 2).”
- Also stated in: § Results · plain
“Higher plasma PCSK9 protein levels were associated with a lower risk of AD (HR [95%CI]: 0.74 [0.58, 0.94]; p = 0.01) in APOE ε4 noncarriers”
Quote in the paperSubstantial claim- The authors state this as an assumption: Missing data less than 10% were missing at random.
- Also stated in: § Results · plain
- Findingown data
Similar APOE genotype-dependent tendencies of the associations were found for all-cause dementia.
“Similar tendencies of the associations were found for all‐cause dementia in an APOE genotype dependent manner (Table 2).”
Quote in the paperNot a substantial claim - Findingown data
The protective association of higher plasma PCSK9 with lower AD risk in APOE ε4 noncarriers was consistent across both protein and genetic analyses.
“this protective association was consistent across both protein and genetic analyses.”
Quote in the paperSubstantial claim - Findingown data
In an unadjusted Cox regression model, plasma PCSK9 was associated with Alzheimer's disease (HR 0.85 [0.73, 0.99], p = 0.04).
“Using unadjusted COX regression model (Table 1, model 1), we found an association between plasma PCSK9 and AD (HR [95%CI]: 0.85 [0.73, 0.99], p = 0.04).”
Quote in the paperNot a substantial claim - Findingown data
In the ADNI study, PCSK9 genotypes were associated with low concentration of Aβ42 in cerebrospinal fluid only in APOE ε4 noncarriers.
“These findings were validated by the ADNI study, which showed that the PCSK9 genotypes were associated with AD risk and with the AD biomarker—a low concentration of Aβ42 in CSF, only in APOE ε4 noncarriers.”
Quote in the paperSubstantial claim - Findingown data
In the ADNI study, PCSK9 genotypes were associated with Alzheimer's disease risk only in APOE ε4 noncarriers.
“These findings were validated by the ADNI study, which showed that the PCSK9 genotypes were associated with AD risk and with the AD biomarker—a low concentration of Aβ42 in CSF, only in APOE ε4 noncarriers.”
Quote in the paperSubstantial claim - Findingown data
Genotypes associated with lower PCSK9 protein concentrations exhibited a higher risk of AD development compared to other genotypes.
“Genotypes associated with lower PCSK9 protein concentrations exhibited a higher risk of AD development compared to other genotypes.”
Quote in the paperSubstantial claim- Rests on an assumption: The categorization of PCSK9 genotypes as low, middle, or high based on blood PCSK9 levels in the FHS APOE ε4 noncarrier group is applicable to the ADNI study population and to APOE ε4 carriers.
- Findingown data
In APOE ε4 carriers, plasma PCSK9 concentration was not significantly associated with Alzheimer's disease risk after adjustment.
“In contrast, in APOE ɛ4 carriers, plasma PCSK9 concentration tended to be positively associated with AD risk but did not reach statistical significance.”
- Also stated in: § Results · plain
“PCSK9 levels were not significantly associated with AD risk in APOE ε4 carriers, after adjusting for common confounders, lipid profile, and lipid treatment.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Missing data less than 10% were missing at random.
- Also stated in: § Results · plain
- Findingown data
The influences of the three PCSK9 genotypes on plasma PCSK9 protein in the presence of APOE ε4 were not significant.
“but their influences on plasma PCSK9 protein in the presence of APOE ɛ4 were not significant (Supporting Figure S5).”
Quote in the paperNot a substantial claim - Findingown data
Elevated peripheral PCSK9 protein was associated with a reduced hazard of developing all-cause dementia in the overall sample (Model 4: HR = 0.81 [0.66, 0.98], p = 0.033).
“elevated peripheral PCSK9 protein is consistently associated with a reduced hazard of developing all‐cause dementia in the overall sample (e.g., Model 4: HR = 0.81 [0.66, 0.98], p = 0.033)”
Quote in the paperSubstantial claim- The authors state this as an assumption: Missing data less than 10% were missing at random.
- Findingown data
No differences in CSF total Tau or pTau were found across the three PCSK9 genotypes of all three SNPs regardless of APOE ε4 status.
“we did not find the differences of CSF total Tau (Supporting Figure S6) and pTau (Supporting Figure S7) across 3 PCSK9 genotypes of all three SNPs regardless of APOE ɛ4.”
Quote in the paperNot a substantial claim- Rests on an assumption: The categorization of PCSK9 genotypes as low, middle, or high based on blood PCSK9 levels in the FHS APOE ε4 noncarrier group is applicable to the ADNI study population and to APOE ε4 carriers.
- Findingown data
The interactive effect of APOE ε4 genotype and plasma PCSK9 protein remained and strengthened after adding lipid profiles and lipid treatment (HR 1.80 [1.24, 2.61], p = 0.002, Model 4).
“This interactive effect remained and strengthened after adding lipid profiles and lipid treatment in the COX model (HR [95%CI]: 1.80 [1.24, 2.61], p = 0.002, Table 1, Model 4).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Missing data less than 10% were missing at random.
- Findingown data
In the ADNI study, after adjusting for age, sex, and education, three PCSK9 polymorphisms (rs502576, rs676297, and rs529787) replicated the FHS results.
“After adjusting for age, sex and education, three PCSK9 polymorphisms, rs502576, rs676297, and rs529787, in the ADNI study were found to replicate the results in FHS (Table 3)”
Quote in the paperSubstantial claim- Rests on an assumption: The ADNI dataset is suitable for validating the FHS findings.
- Findingown data
In APOE ε4 noncarriers, PCSK9 genotypes determining a low concentration of PCSK9 protein in plasma were associated with a high risk of Alzheimer's disease onset.
“Using Kaplan‐Meier analyses, those genotypes determining a low concentration of PCSK9 protein in plasma were associated with a high risk of AD onset in the absence of APOE ɛ4 (Figure 1)”
Quote in the paperSubstantial claim - Findingown data
After adjusting for age, sex, education, and APOE ε4, the association between plasma PCSK9 protein and Alzheimer's disease risk became insignificant.
“After adjusing for age, sex, education and APOE ɛ4, the association between plasma PCSK9 protein and AD risk became insignificant (Table 1, model 2).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Missing data less than 10% were missing at random.
- Findingown data
The interaction of APOE ε4 genotype and plasma PCSK9 protein was significantly associated with Alzheimer's disease risk (HR 1.59 [1.12, 2.27], p = 0.01, Model 3).
“However, the interaction of APOE ɛ4 genotype and plasma PCSK9 protein was significantly associated with AD risk in the same COX regression model (HR [95%CI]: 1.59 [1.12, 2.27], p = 0.01, Table 1, Model 3).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Missing data less than 10% were missing at random.
- Findingown data
In the ADNI study, after adjusting for age, sex, and education, all three PCSK9 polymorphisms (rs502576, rs676297, and rs529787) associated with low plasma PCSK9 had lower CSF Aβ42 levels in APOE ε4 noncarriers, but not in APOE ε4 carriers.
“we found that all three PCSK9 polymorphisms rs502576, rs676297, and rs529787, for a low concentrations of plasma PCSK9 had a lower level of CSF Aβ42, a biomarker indicating AD diagnosis, in APOE ɛ4 noncarriers, but not in APOE ɛ4 carriers (Figure 2).”
Quote in the paperSubstantial claim- Rests on an assumption: The categorization of PCSK9 genotypes as low, middle, or high based on blood PCSK9 levels in the FHS APOE ε4 noncarrier group is applicable to the ADNI study population and to APOE ε4 carriers.
- Rests on an assumption: CSF Aβ42 is a valid biomarker indicating AD diagnosis.
- Findingown data
The interactive effects with APOE ε4 noncarrier genotypes and increased plasma PCSK9 for reduced AD risk were influenced by adding lipid profile and anti-lipid medications into the models.
“The interactive effects with APOE ɛ4 noncarrier genotypes and increased plasma PCSK9 for reduced AD risk were influenced by adding lipid profile and anti‐lipid medications into the models (Tables 1 and 2).”
Quote in the paperSubstantial claim- Rests on an assumption: The categorization of PCSK9 genotypes as low, middle, or high based on blood PCSK9 levels in the FHS APOE ε4 noncarrier group is applicable to the ADNI study population and to APOE ε4 carriers.
- Findingown data
In Kaplan-Meier analyses, there was a tendency of low concentration of plasma PCSK9 increasing Alzheimer's disease risk in APOE ε4 noncarriers (p = 0.13).
“Using the Kaplan‐Meier analyses, there was a tendency of low concentration of plasma PCSK9 increasing AD risk in in APOE ɛ4 noncarriers (p = 0.13) (Supporting Figure S3).”
Quote in the paperNot a substantial claim - Findingown data
There were no associations between the PCSK9 SNPs and Alzheimer's disease risk among APOE ε4 carriers.
“but there were no associations between these SNPs and AD risk among those APOE ɛ4 carriers.”
Quote in the paperSubstantial claim - Findingown data
The protective association of higher PCSK9 was not present in APOE4 carriers.
“the protective association of higher PCSK9 is not present in APOE4 carriers”
Quote in the paperSubstantial claim - Findingown data
In APOE ε4 noncarriers, the PCSK9 genotypes determining a low concentration of PCSK9 protein were associated with Alzheimer's disease risk after adjustment for age, sex, education, lipid profiles, and lipid treatment.
“Using COX model after adjusting for age, sex, education, lipid profiles and lipid treatment, we consistently found a negative association between those PCSK9 genotypes determining a low concentration of PCSK9 protein (Supporting Figure S5) and AD risk in APOE ɛ4 noncarriers (Table 3)”
- Also stated in: § Results · plain
“Using the three SNPs (rs502576, rs529787, rs676297) of the PCSK9 gene associated with PCSK9 levels in blood, we consistently found that the genotypes, which determine a low concentration of PCSK9, were associated with AD risk only in APOE ε4 noncarriers.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Missing data less than 10% were missing at random.
- Also stated in: § Results · plain
- Findingown data
Among APOE ε4 noncarriers, higher plasma PCSK9 levels were associated with a 26% lower risk of AD (HR 0.74 [95% CI 0.58, 0.94]).
“Among APOE ε4 noncarriers, higher plasma PCSK9 levels were associated with a 26% (HR [95% CI]: 0.74 [0.58, 0.94]) lower risk of AD”
Quote in the paperSubstantial claim - Interpretationreasoning
The beneficial association of higher circulating PCSK9 may extend beyond AD to reduce the risk of all-cause dementia.
“Moreover, the beneficial association of higher circulating PCSK9 may extend beyond AD to reduce the risk of all‐cause dementia.”
Quote in the paperNot a substantial claim - Interpretationown data
The protective effect of PCSK9 is limited to APOE ε4 noncarriers.
“indicating that the protective effect of PCSK9 is limited to noncarriers.”
Quote in the paperSubstantial claim - Interpretationnone given
The genotype-dependent nature of the protective effect-restricted to non-APOE ε4 carriers-likely reflects fundamental interactions between cholesterol/lipid pathways and APOE ε4-mediated neurodegeneration.
“The genotype‐dependent nature of this protective effect—restricted to non‐APOE ε4 carriers—likely reflects fundamental interactions between cholesterol/lipid pathways and APOE ε4–mediated neurodegeneration.”
Quote in the paperNot a substantial claim - Premisecitation
Other studies show the potential risks that may arise from low PCSK9 level (variant or inhibitor) for central nervous system diseases including AD.
“other studies show the potential risks that may arise from low PCSK9 level (variant or inhibitor) for central nervous system (CNS) diseases including AD [21].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [21] X. B. Zhu, Y. Y. Xu, L. C. Li, et al., “ Function of Proprotein Convertase Subtilisin/Kexin Type 9 and Its Role in Central Nervous System Diseases: An Update on Clinical Evidence,” Drug Development Research 85 (2023): e22131. 37943623 source
- Interpretationown data
High blood PCSK9 levels are protective against Alzheimer's disease risk in APOE ε4 noncarriers.
“Our study suggests that high blood PCSK9 levels are protective against AD risk in APOE ε4 noncarriers”
Quote in the paperSubstantial claim - Study design and conductown data
The main findings were validated by the ADNI study.
“These findings were validated by the ADNI study”
Quote in the paperSubstantial claim - Study design and conductown data
The two FHS datasets were compatible in basic characteristics including age, sex, education level, and APOE ε4 carrier status.
“Two datasets were compatible in basic characteristics including age (mean ± SD: 54.7 ± 9.88 vs. 54.5 ± 9.80 years), sex, education level, and APOE ɛ4 carriers (Supporting Table S1).”
Quote in the paperSubstantial claim - Interpretationreasoning
The beneficial effects of peripheral PCSK9 on AD pathogenesis were probably through regulating lipid metabolism.
“the beneficial effects of peripheral PCSK9 on AD pathogenesis were probably through regulating lipid metabolism.”
Quote in the paperSubstantial claim - Interpretationown data
The study demonstrated a genotype-specific relationship between PCSK9 and AD risk.
“Our study demonstrated a genotype‐specific relationship between PCSK9 and AD risk.”
Quote in the paperSubstantial claim - Interpretationreasoning
The parallel risk patterns observed for both AD and all-cause dementia reinforce the potential generalizability of PCSK9's neuroprotective role.
“The parallel risk patterns observed for both AD and all‐cause dementia reinforce the potential generalizability of PCSK9's neuroprotective role”
Quote in the paperSubstantial claim - Interpretationown data
The observed interaction between APOE genotypes and PCSK9 may help explain some of the inconsistencies reported across different cohorts and clinical trials involving PCSK9 inhibitors in the context of AD.
“the observed interaction between APOE genotypes and PCSK9 in our study may help explain some of the inconsistencies reported across different cohorts and clinical trials involving PCSK9 inhibitors in the context of AD.”
Quote in the paperSubstantial claim - Study design and conductown data
The lack of longitudinal PCSK9 measurements prevents drawing causal inferences regarding AD risk.
“A third limitation was the lack of longitudinal PCSK9 measurements, which prevents drawing causal inferences regarding AD risk.”
Quote in the paperNot a substantial claim - Interpretationown data
The lack of statistical significance for the positive association between PCSK9 and AD risk in APOE4 carriers was probably due to lack of power.
“probably due to the lack of power.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 32
- May combine two claims. 24
- The quote only partly states this claim. 1
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe study was designed and reported in accordance with the CONSORT 2010 guidelines.
“This study was designed and reported in accordance with the CONSORT 2010 guidelines to ensure transparency, reproducibility, and completeness of reporting [13].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [13] E. von Elm, D. G. Altman, M. Egger, S. J. Pocock, P. C. Gøtzsche, and J. P. Vandenbroucke, “ The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) Statement: Guidelines for Reporting Observational Studies,” Lancet 370, no. 9596 (2007): 1453– 1457. 18064739 source
The Introduction identifies CONSORT as a separate guideline and says it was revised in 2001. The Implications and limitations section identifies this paper's guideline as STROBE, for reporting observational studies—not CONSORT 2010. The paper cannot verify how the citing study was designed or reported. (LLM, conf=0.90)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationThe three common APOE isoforms (APOE2, APOE3, and APOE4) influence both amyloid-β-dependent and independent pathways implicated in Alzheimer's disease pathogenesis.
“while the three common isoforms (APOE2, APOE3, and APOE4) influence both amyloid‐β–dependent and independent pathways implicated in AD pathogenesis [1, 2].”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [1] L. A. Farrer, “ Effects of Age, Sex, and Ethnicity on the Association Between Apolipoprotein E Genotype and Alzheimer Disease: A Meta‐Analysis,” Journal of the American Medical Association 278, no. 16 (1997): 1349– 1356. 9343467
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [2] Y. Yamazaki, N. Zhao, T. R. Caulfield, C. C. Liu, and G. Bu, “ Apolipoprotein E and Alzheimer Disease: Pathobiology and Targeting Strategies,” Nature Reviews Neurology 15, no. 9 (2019): 501– 518. 31367008 PMC7055192 source
Classified as probably not a substantial claim.
PremisecitationThe APOE ε4 allele is a major genetic risk factor for Alzheimer's disease.
“Multiple cohort studies have demonstrated that the APOE ε4 allele is a major genetic risk factor for AD”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [1] L. A. Farrer, “ Effects of Age, Sex, and Ethnicity on the Association Between Apolipoprotein E Genotype and Alzheimer Disease: A Meta‐Analysis,” Journal of the American Medical Association 278, no. 16 (1997): 1349– 1356. 9343467
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [2] Y. Yamazaki, N. Zhao, T. R. Caulfield, C. C. Liu, and G. Bu, “ Apolipoprotein E and Alzheimer Disease: Pathobiology and Targeting Strategies,” Nature Reviews Neurology 15, no. 9 (2019): 501– 518. 31367008 PMC7055192 source
May combine two claims.
PremisecitationPCSK9 is related to chronic inflammation, leading to the migration of immune cells through endothelia.
“PCSK9 is also related to chronic inflammation, leading to the migration of immune cells through endothelia [6].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [6] E. Punch, J. Klein, P. Diaba‐Nuhoho, H. Morawietz, and M. Garelnabi, “ Effects of PCSK9 Targeting: Alleviating Oxidation, Inflammation, and Atherosclerosis,” Journal of the American Heart Association 11, no. 3 (2022): e023328. 35048716 PMC9238481 source
May combine two claims.
PremisecitationCerebrospinal fluid PCSK9 levels are elevated in Alzheimer's disease patients and correlate with APOE4 presence.
“Recent studies have shown that cerebrospinal fluid PCSK9 levels are elevated in AD patients and correlate with APOE4 presence”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [7] B. Papotti, M. Palumbo, M. P. Adorni, et al., “ Influence of APOE4 Genotype on PCSK9‐lipids Association in Cerebrospinal Fluid and Serum of Patients in the Alzheimer's Disease Continuum,” Journal of Alzheimer's Disease 102, no. 1 (2024): 162– 172. 39497318 source
- cites [8] G. Testa, S. Giannelli, E. Staurenghi, et al., “ The Emerging Role of PCSK9 in the Pathogenesis of Alzheimer's Disease: A Possible Target for the Disease Treatment,” International Journal of Molecular Sciences 25, no. 24 (2024): 13637. 39769398 PMC11727734 source
Section 3.5 reports higher CSF PCSK9 in AD patients than in non-AD subjects and higher levels in AD ApoE4 carriers than in non-carriers. However, it also reports another investigation that found no CSF PCSK9 difference between AD and non-AD individuals, so the unqualified elevation claim overstates the mixed evidence. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationPCSK9 acts as a key regulator of Aβ clearance.
“the basic research study discovered that PCSK9 acts as a key regulator of Aβ clearance [9]”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [9] A. D. Mazura, A. Ohler, S. E. Storck, et al., “ PCSK9 Acts as a Key Regulator of Aβ Clearance Across the Blood‐Brain Barrier,” Cellular and Molecular Life Sciences 79, no. 4 (2022): 212. 35344086 PMC8960591 source
May combine two claims.
PremisecitationPCSK9 knockout mice show increased levels of BACE1, leading to increased Aβ production and accumulation in the brain.
“PCSK9(‐/‐) knockout mice showed increased levels of BACE1, leading to increased Aβ production and accumulation in the brain [10].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [10] M. C. Jonas, C. Costantini, and L. Puglielli, “ PCSK9 is Required for the Disposal of Non‐Acetylated Intermediates of the Nascent Membrane Protein BACE1,” EMBO Reports 9, no. 9 (2008): 916– 922. 18660751 PMC2529349 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationAll statistical analysis and reporting adhered to the Statistical Analyses and Methods in the Published Literature (SAMPL) guidelines.
“All statistical analysis and reporting adhered to recommended standards for clinical research, following the Statistical Analyses and Methods in the Published Literature (SAMPL) guidelines and standard references [19].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [19] M. Assel, D. Sjoberg, A. Elders, et al., “ Guidelines for Reporting of Statistics for Clinical Research in Urology,” European Urology 75, no. 3 (2019): 358– 367. 30580902 PMC6391870 source
The Abstract and Reporting of design and statistical analysis sections provide standards for statistical analysis and reporting in clinical research. The References section identifies SAMPL as a separate work by Lang and Altman; this paper does not establish that the citing authors adhered to SAMPL. No page numbers are available in 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.
PremisecitationIncreased brain expression of PCSK9 induced atherosclerosis, brain hypoxia, and Aβ deposits in the brain.
“increased the brain expression of PCSK9 induced atherosclerosis, brain hypoxia and Aβ deposits in the brain [22].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [22] O. Shabir, B. Pendry, L. Lee, et al., “ Assessment of Neurovascular Coupling and Cortical Spreading Depression in Mixed Mouse Models of Atherosclerosis and Alzheimer's Disease,” eLife 11 (2022): e68242. 35014950 PMC8752088 source
Materials and methods (Animals; page unavailable) describes atherosclerosis induced by intravenous PCSK9-vector injection together with a Western diet, not by demonstrated increased PCSK9 expression in the brain. Results reports threefold more hippocampal Aβ plaques in the mixed model, while Discussion says the mice could be hypoxic rather than establishing brain hypoxia. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationKnockdown of PCSK9 in the brain decreases Aβ level and neuroinflammation and improves behavioral tests in mice.
“knock‐down the expression of PCSK9 in the brain decreases Aβ level and neuroinflammation, and improve behavioral tests in these mice [23].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [23] A. Vilella, M. Bodria, B. Papotti, et al., “ PCSK9 Ablation Attenuates Aβ Pathology, Neuroinflammation and Cognitive Dysfunctions in 5XFAD Mice,” Brain, Behavior, and Immunity 115 (2024): 517– 534. 37967665 source
The Results (p. 1) report that PCSK9 ablation in 5XFAD mice reduced corticohippocampal Aβ burden and neuroinflammatory markers and improved Morris water maze performance. However, the Methods description in the Abstract (p. 1) and the Discussion (p. 11) identify the intervention as genetic ablation or full ablation of PCSK9, not a brain-specific knockdown. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationSome proinflammatory proteins in blood impact APOE genotypes differently for AD risk.
“As some proinflammatory proteins in blood impact APOE genotypes differently for AD risk [4, 20]”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [4] J. Huang, T. D. Stein, Y. Wang, et al., “ Blood Levels of MCP‐1 Modulate the Genetic Risks of Alzheimer's Disease Mediated by HLA‐DRB1 and APOE for Alzheimer's Disease,” Alzheimer's & Dementia 19, no. 5 (2023): 1925– 1937. PMC10182187 36396603 source
- cites [20] Q. Tao, T. F. A. Ang, C. DeCarli, et al., “ Association of Chronic Low‐Grade Inflammation With Risk of Alzheimer Disease in ApoE4 Carriers,” JAMA Network Open 1, no. 6 (2018): e183597. 30646251 PMC6324596 source
The Results report that elevated blood C-reactive protein (CRP) was linked to increased Alzheimer disease risk in ApoE4 carriers, a pattern not observed in ApoE2 or ApoE3 carriers. This supports a genotype-dependent association, but the paper examines CRP rather than multiple proteins and does not establish that it causally impacts risk. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMultiple factors including other genes, diets, and anti-lipid medication use can affect lipid metabolism and AD risk.
“multiple factors including other genes, diets and anti‐lipid medication use can affect lipid metabolism and AD risk [36]”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [36] L. Gutierrez, A. Folch, M. Rojas, et al., “ Effects of Nutrition on Cognitive Function in Adults With or Without Cognitive Impairment: A Systematic Review of Randomized Controlled Clinical Trials,” Nutrients 13, no. 11 (2021): 3728. 34835984 PMC8621754 source
The Discussion (§4.7, page unavailable) says the Mediterranean diet affects LDL and HDL cholesterol, and the Introduction links dietary patterns to reduced cognitive decline. The paper discusses APOE4 in relation to responses to nutritional interventions (§4.1), but these passages do not establish that other genes or anti-lipid medication use affect lipid metabolism and AD risk. They also address cognitive decline more directly than AD risk. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationPeripheral injection of PCSK9 inhibitors into AD mouse models decreases Aβ level and neuroinflammation in the brain and improves behavioral tests.
“peripheral injection of PCSK9 inhibitors into the AD mouse models are shown to decrease Aβ level and neuroinflammation in the brain, and improve behavioral tests [9, 35].”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [9] A. D. Mazura, A. Ohler, S. E. Storck, et al., “ PCSK9 Acts as a Key Regulator of Aβ Clearance Across the Blood‐Brain Barrier,” Cellular and Molecular Life Sciences 79, no. 4 (2022): 212. 35344086 PMC8960591 source
The Discussion reports that peripheral Alirocumab injections reduced Aβ pathology in 5xFAD mice, and the Results report improved contextual fear-conditioning performance. The paper does not report that the injections reduced brain neuroinflammation; a search for neuroinflammation found it only in a reference title. Page numbers were not available in our copy. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [35] S. A. Abuelezz and N. Hendawy, “ HMGB1/RAGE/TLR4 Axis and Glutamate as Novel Targets for PCSK9 Inhibitor in High Fat Cholesterol Diet Induced Cognitive Impairment and Amyloidosis,” Life Sciences 273 (2021): 119310. 33667517 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAnother study did not show interactive effects with APOE ε4 genotype for cognitive decline and complaints in a large clinical trial.
“Another study did not show the interactive effects with APOE ɛ4 genotype for cognitive decline and complain in a large clinical trial [33].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [33] L. E. Korthauer, R. P. Giugliano, J. Guo, et al., “ No Association Between APOE Genotype and Lipid Lowering With Cognitive Function in a Randomized Controlled Trial of Evolocumab,” PLoS One 17, no. 4 (2022): e0266615. 35404972 PMC9000128 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn some trials, PCSK9 inhibitors including evolocumab do not show effects on cognitive decline and complaints.
“in some trials, PCSK9 inhibitors including evolocumab do not show the effects on cognitive decline and complain in a large clinical trial [33, 34].”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [33] L. E. Korthauer, R. P. Giugliano, J. Guo, et al., “ No Association Between APOE Genotype and Lipid Lowering With Cognitive Function in a Randomized Controlled Trial of Evolocumab,” PLoS One 17, no. 4 (2022): e0266615. 35404972 PMC9000128 source
- cites [34] D. B. Rosoff, A. S. Bell, J. Jung, J. Wagner, L. A. Mavromatis, and F. W. Lohoff, “ Mendelian Randomization Study of PCSK9 and HMG‐CoA Reductase Inhibition and Cognitive Function,” Journal of the American College of Cardiology 80, no. 7 (2022): 653– 662. 35953131 source
Classified as probably not a substantial claim. May combine two claims.
Findingnone givenThe FHS cohort in this study only had <5% of participants taking anti-lipid medications in the 1990s, while the ADNI study was in early and the UKBB study was in late decade of 2000.
“The FHS cohort in this study only had < 5% of participants taking anti‐lipid medications in the 1990s, while the ADNI study was in early and the UKBB study was in late decade of 2000.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe three PCSK9 genotypes rs502576, rs529787, and rs676297 were significantly associated with plasma PCSK9 protein in the whole sample, especially in APOE ε4 noncarriers.
“The 3 genotypes were significantly associated with plasma PCSK9 protein in the whole sample, especially in APOE ɛ4 noncarriers”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataIn APOE4 carriers, the interaction between APOE4 and PCSK9 signifies increased risk for all-cause dementia (Model 4 interaction: HR = 1.65 [1.20, 2.28], p = 0.002).
“in these individuals, the interaction between APOE4 and PCSK9 signifies increased risk (Model 4 interaction: HR = 1.65 [1.20, 2.28], p = 0.002) (Table 1).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Missing data less than 10% were missing at random.
May combine two claims.
Findingown dataThere was a trend of positive association between PCSK9 and AD risk in the presence of APOE4 but it did not reach statistical significance.
“There was a trend of positive association between PCSK9 and AD risk in the presence of APOE4 (Table 2) but did not reach statistical significance (Tables 2 and 3; Figure 1)”
Quote in the paperNot a substantial claim- Rests on an assumption: The categorization of PCSK9 genotypes as low, middle, or high based on blood PCSK9 levels in the FHS APOE ε4 noncarrier group is applicable to the ADNI study population and to APOE ε4 carriers.
May combine two claims.
Findingown dataThere was no difference in plasma PCSK9 concentrations between APOE ε4 noncarriers and APOE ε4 carriers or among different APOE genotypes.
“There was no difference in plasma PCSK9 concentrations between APOE ɛ4 noncarriers and APOE ɛ4 carriers and among different APOE genotypes (Supporting Figure S2).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAmong APOE ε4 carriers, neither plasma PCSK9 levels nor PCSK9 genotypes were significantly associated with AD risk.
“among APOE ε4 carriers, neither plasma PCSK9 levels nor PCSK9 genotypes were significantly associated with AD risk (Table 2)”
Quote in the paperSubstantial claim- Rests on an assumption: The categorization of PCSK9 genotypes as low, middle, or high based on blood PCSK9 levels in the FHS APOE ε4 noncarrier group is applicable to the ADNI study population and to APOE ε4 carriers.
May combine two claims.
Findingown dataIn the ADNI study, PCSK9 SNPs were associated with AD dementia in APOE ε4 noncarriers, but not in APOE ε4 carriers.
“the PCSK9 SNPs were associated with AD dementia in APOE ɛ4 noncarriers, but not in APOE ɛ4 carriers (Supporting Table S4).”
Quote in the paperSubstantial claim- Rests on an assumption: The categorization of PCSK9 genotypes as low, middle, or high based on blood PCSK9 levels in the FHS APOE ε4 noncarrier group is applicable to the ADNI study population and to APOE ε4 carriers.
May combine two claims.
Findingown dataThree PCSK9 genotypes were associated with blood PCSK9 concentrations in the absence of APOE ε4, but not in the presence of APOE ε4.
“While three genotypes were associated with blood PCSK9 concentrations in the absence of APOE ɛ4, the PCSK9 genotypes did not link with PCSK9 protein levels in the presence of APOE ɛ4 (Supporting Figure S5).”
Quote in the paperNot a substantial claim- Rests on an assumption: The categorization of PCSK9 genotypes as low, middle, or high based on blood PCSK9 levels in the FHS APOE ε4 noncarrier group is applicable to the ADNI study population and to APOE ε4 carriers.
May combine two claims.
InterpretationcitationAPOE genotypes regulate both lipid metabolism and chronic inflammation differently to mediate Alzheimer's disease risk.
“These findings suggest that APOE genotypes regulate both lipid metabolism and chronic inflammation differently to mediate AD risk.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPCSK9 is a lipid-protein involved in lipid metabolism via the low density lipoprotein receptor (LDLR), the very low density lipoprotein receptor (VLDLR), and apolipoprotein E receptor 2 (ApoER2).
“proprotein convertase subtilisin/kexin type 9 (PCSK9), a lipid‐protein involved in lipid metabolism via the low density lipoprotein receptor (LDLR), the very low density lipoprotein receptor (VLDLR) and apolipoprotein E receptor 2 (ApoER2) [5].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [5] S. Poirier, G. Mayer, S. Benjannet, et al., “ The Proprotein Convertase PCSK9 Induces the Degradation of Low Density Lipoprotein Receptor (LDLR) and Its Closest Family Members VLDLR and ApoER2,” Journal of Biological Chemistry 283, no. 4 (2008): 2363– 2372. 18039658 source
Probably not a substantial claim: may not pass S4 (based).
Interpretationnone givenThe protective effect of high blood PCSK9 in APOE ε4 noncarriers may be through mechanisms related to lipid metabolism.
“potentially through mechanisms related to lipid metabolism.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataPlasma PCSK9 impacts Alzheimer's disease dementia differently based on APOE ε4 noncarrier versus carrier status, with similar patterns observed for both Alzheimer's disease dementia and all-cause dementia.
“The data suggested that plasma PCSK9 impact AD dementia differently based on APOE ɛ4 noncarriers versus carriers, with similar patterns observed for both AD dementia and all‐cause dementia.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductcitationDementia diagnoses were made according to DSM-IV criteria.
“Dementia diagnoses were made according to DSM‐IV criteria, based on longitudinal cognitive assessments, caregiver interviews, medical records, neuroimaging, and autopsy data when available.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [3] Q. Tao, T. F. Alvin Ang, S. C. Akhter‐Khan, et al., “ Impact of C‐Reactive Protein on Cognition and Alzheimer Disease Biomarkers in Homozygous Apolipoprotein E Ɛ4 Carriers,” Neurology 97 (2021): 1243– 1252. PMC8480484 34266923 source
- cites [18] S. Seshadri, A. Beiser, J. Selhub, et al., “ Plasma Homocysteine as a Risk Factor for Dementia and Alzheimer's Disease,” New England Journal of Medicine 346, no. 7 (2002): 476– 483. 11844848 source
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
InterpretationreasoningAPOE4 protein may suppress the expression of PCSK9 to inhibit PCSK9 regulating the pathways of immune responses and lipid metabolism.
“APOE4 protein may suppress the expression of PCSK9 to inhibit PCSK9 regulating the pathways of immune responses and lipid metabolism.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe mechanism of peripheral PCSK9 for the brain is unclear.
“the mechanism of peripheral PCSK9 for the brain is unclear.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductreasoningDiagnoses of Alzheimer's disease dementia were determined using NINCDS-ADRDA criteria, distinguishing Alzheimer's disease dementia from preclinical Alzheimer's disease or mild cognitive impairment.
“Importantly, diagnoses of Alzheimer's disease dementia (ADD) were determined using NINCDS‐ADRDA criteria, thereby distinguishing ADD from preclinical AD or mild cognitive impairment (MCI).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductnone givenAdjusted analyses were conducted to control for potential confounders including age, sex, education, lipid profile, and lipid treatments.
“Adjusted analyses were conducted to control for potential confounders including age, sex, education, lipid profile and lipid treatments.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningDiet components and taking drugs targeting peripheral lipid metabolism could influence the associations between PCSK9 and AD.
“Thus, diet components and taking the drugs targeting peripheral lipid metabolism could influence the associations between PCSK9 and AD.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataNoncarriers with higher PCSK9 may have substantially reduced AD risk, whereas APOE ε4 carriers do not appear to benefit.
“Clinically, these findings suggest that noncarriers with higher PCSK9 may have substantially reduced AD risk, whereas ε4 carriers do not appear to benefit.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenSensitivity analyses were performed to evaluate the robustness of the findings.
“Sensitivity analyses were performed to evaluate the robustness of our findings.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataThe rate of cardiovascular disease, average BMI, lipid profiles, and lipid treatment were similar between the two FHS datasets.
“In addition, the rate of CVD, the average BMI, lipid profiles and lipid treatment were similar between two datasets.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationPCSK9 plays a role in neurogenesis, neural cell differentiation, central LDL receptor metabolism, neural cell apoptosis, neuroinflammation, AD, alcohol use disorder, and stroke.
“PCSK9 plays a role in neurogenesis, neural cell differentiation, central LDL receptor metabolism, neural cell apoptosis, neuroinflammation, AD, alcohol use disorder, and stroke [24]”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [24] A. S. Bell, J. Wagner, D. B. Rosoff, and F. W. Lohoff, “ Proprotein Convertase Subtilisin/Kexin Type 9 (PCSK9) in the Central Nervous System,” Neuroscience & Biobehavioral Reviews 149 (2023): 105155. 37019248 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataCross-validation was performed using logistic regression in 1,476 ADNI participants to validate the association between PCSK9 genotypes and Alzheimer's disease or all-cause dementia, stratified by APOE genotype.
“Cross‐validation was performed using logistic regression model (the results were reported as odds ratio (OR) with its 95% CI) of the association between PCSK9 genotypes and prevlent of AD or all‐cause dementia among 1476 ADNI participants to validate the association between AD/Dementia and the selected SNPs of PCSK, stratified by APOE genotype.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataBoth cohorts used did not have data on PCSK9 inhibitor use.
“both cohorts we used did not have the data on PCSK9 inhibitor use.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone givenThe lack of ethnic diversity of the FHS cohort may restrict the generalizability of our findings to more diverse populations.
“the lack of ethnic diversity of the FHS cohort may restrict the generalizability of our findings to more diverse populations.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenAnother limitation was the absence of experimental validation.
“Another limitation was the absence of experimental validation”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPCSK9 inhibitors may be harmful for AD in the minor frequencies of some PCSK9 genotypes.
“PCSK9 inhibitors may be harmful for AD in the minor frequencies of some PCSK9 genotypes [21, 24].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [21] X. B. Zhu, Y. Y. Xu, L. C. Li, et al., “ Function of Proprotein Convertase Subtilisin/Kexin Type 9 and Its Role in Central Nervous System Diseases: An Update on Clinical Evidence,” Drug Development Research 85 (2023): e22131. 37943623 source
- cites [24] A. S. Bell, J. Wagner, D. B. Rosoff, and F. W. Lohoff, “ Proprotein Convertase Subtilisin/Kexin Type 9 (PCSK9) in the Central Nervous System,” Neuroscience & Biobehavioral Reviews 149 (2023): 105155. 37019248 source
Classified as probably not a substantial claim. May combine two claims.
Study design and conductnone givenThe analyses were hypothesis-driven and focused on predefined outcomes.
“the analyses were hypothesis‐driven and focused on predefined outcomes”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataResidual confounding by age remains a potential limitation because primary analyses did not use age-matched sampling.
“residual confounding by age remains a potential limitation, as our primary analyses did not use age‐matched sampling.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationPCSK9 inhibitors are effective drugs to reduce cholesterol levels and atherosclerosis to decrease the risk of cardiovascular diseases.
“PCSK9 inhibitors are the effective drugs to reduce the cholesterol levels and atherosclerosis to decrease the risk of cardiovascular diseases [5]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [5] S. Poirier, G. Mayer, S. Benjannet, et al., “ The Proprotein Convertase PCSK9 Induces the Degradation of Low Density Lipoprotein Receptor (LDLR) and Its Closest Family Members VLDLR and ApoER2,” Journal of Biological Chemistry 283, no. 4 (2008): 2363– 2372. 18039658 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenCorrections for multiple comparisons were not applied, which may increase the risk of type I error.
“corrections for multiple comparisons were not applied, which may increase the risk of type I error.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenOur study did not account for diet as a potential confounding factor.
“our study did not account for diet as a potential confounding factor.”
Quote in the paperNot a substantial claim
The authors state this as an assumption.
Missing data less than 10% were missing at random.
“In case of missing data less than 10%, we assumed the data were missing at random and still employed complete case analysis in the multivariate analysis.”
The paper relies on this without support.
The categorization of PCSK9 genotypes as low, middle, or high based on blood PCSK9 levels in the FHS APOE ε4 noncarrier group is applicable to the ADNI study population and to APOE ε4 carriers.
“The label “Low”, “Middle”, and “High” of each genotypes were based on the PCSK protein levels in the APOE ε4 non‐carriers group as shown in the Supporting Figure 5, respectively.”
“Three SNPs in the PCSK9 gene were analyzed, with genotypes labeled as “Low”, “Middle”, and “High” based on corresponding blood PCSK9 protein levels in the APOE ε4 non‐carriers groups as shown in Supporting Figure S5, respectively.”
The paper relies on this without support.
CSF Aβ42 is a valid biomarker indicating AD diagnosis.
“a biomarker indicating AD diagnosis”
The paper relies on this without support.
The ADNI dataset is suitable for validating the FHS findings.
“We used the ADNI dataset and logistic model to validate the findings in FHS.”
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.
rs529787 high-PCSK9 genotype is mislabeled in the table note
MinorThe Table 3 note calls GG both the low and high genotype for rs529787. The table itself identifies CC, not GG, as the high genotype.
“rs529787 (GG‐Low, CG‐Middle, GG‐High)”
“| | | CC: High | 1523 | 101 | 0.29 [0.17, 0.51] | < 0.001 | 1566 | 144 | 0.40 [0.24, 0.67] | < 0.001 |”
Claimed CONSORT citation identifies STROBE instead
MinorThe methods say citation [13] supports use of CONSORT 2010 guidelines, but reference 13 is the STROBE statement.
“This study was designed and reported in accordance with the CONSORT 2010 guidelines to ensure transparency, reproducibility, and completeness of reporting [13].”
“13. E. von Elm, D. G. Altman, M. Egger, S. J. Pocock, P. C. Gøtzsche, and J. P. Vandenbroucke, “ The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) Statement: Guidelines for Reporting Observational Studies,” Lancet 370, no. 9596 (2007): 1453– 1457. 18064739”
Cites
von Elm, E., Altman, D. G., Egger, M., Pocock, S. J., Gøtzsche, P. C., & Vandenbroucke, J. P. (2007) · The Lancet · doi:10.1016/s0140-6736(07)61602-x · Cited by 21,320 · see citing works
Plasma Homocysteine as a Risk Factor for Dementia and Alzheimer's Disease
Seshadri, S., Beiser, A., Selhub, J., Jacques, P. F., Rosenberg, I. H., D'Agostino, R. B., Wilson, P. W. F., & Wolf, P. A. (2002) · New England Journal of Medicine · doi:10.1056/nejmoa011613 · Cited by 3,237 · see citing works
Sequencing of 53,831 diverse genomes from the NHLBI TOPMed Program
Taliun, D., Harris, D. N., Kessler, M. D., Carlson, J., Szpiech, Z. A., Torres, R., Taliun, S. A. G., Corvelo, A., Gogarten, S. M., Kang, H. M., et al. (2021) · Nature · doi:10.1038/s41586-021-03205-y · Cited by 2,213 · see citing works
Apolipoprotein E and Alzheimer disease: pathobiology and targeting strategies
Yamazaki, Y., Zhao, N., Caulfield, T. R., Liu, C.-C., & Bu, G. (2019) · Nature Reviews Neurology · doi:10.1038/s41582-019-0228-7 · Cited by 1,425 · see citing works
Poirier, S., Mayer, G., Benjannet, S., Bergeron, E., Marcinkiewicz, J., Nassoury, N., Mayer, H., Nimpf, J., Prat, A., & Seidah, N. G. (2008) · Journal of Biological Chemistry · doi:10.1074/jbc.m708098200 · Cited by 477 · see citing works
Guidelines for Reporting of Statistics for Clinical Research in Urology
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70-year legacy of the Framingham Heart Study
Andersson, C., Johnson, A. D., Benjamin, E. J., Levy, D., & Vasan, R. S. (2019) · Nature Reviews Cardiology · doi:10.1038/s41569-019-0202-5 · Cited by 305 · see citing works
Pravastatin and cognitive function in the elderly. Results of the PROSPER study
Trompet, S., Vliet, P., Craen, A. J. M., Jolles, J., Buckley, B. M., Murphy, M. B., Ford, I., Macfarlane, P. W., Sattar, N., Packard, C. J., et al. (2010) · Journal of Neurology · doi:10.1007/s00415-009-5271-7 · Cited by 291 · see citing works
Tao, Q., Ang, T. F. A., DeCarli, C., Auerbach, S. H., Devine, S., Stein, T. D., Zhang, X., Massaro, J., Au, R., & Qiu, W. Q. (2018) · JAMA Network Open · doi:10.1001/jamanetworkopen.2018.3597 · Cited by 239 · cited 1× · see citing works
“As some proinflammatory proteins in blood impact APOE genotypes differently for AD risk [4, 20], PCSK9, a lipid related protein, also showed different or opposite associations with AD risk depending on APOE genotypes, e.g blood PCSK9 could be a protector for AD in APOE ɛ4 noncarriers but did not…”
Self-citationNgo, D., Sinha, S., Shen, D., Kuhn, E. W., Keyes, M. J., Shi, X. D., Benson, M. D., O’Sullivan, J., Keshishian, H., Farrell, L. A., et al. (2016) · Circulation · doi:10.1161/circulationaha.116.021803 · Cited by 214 · see citing works
Evidence for benefit of statins to modify cognitive decline and risk in Alzheimer’s disease
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Mendelian Randomization Study of PCSK9 and HMG-CoA Reductase Inhibition and Cognitive Function
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Effects of PCSK9 Targeting: Alleviating Oxidation, Inflammation, and Atherosclerosis
Punch, E., Klein, J., Diaba‐Nuhoho, P., Morawietz, H., & Garelnabi, M. (2022) · Journal of the American Heart Association · doi:10.1161/jaha.121.023328 · Cited by 101 · see citing works
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PCSK9 acts as a key regulator of Aβ clearance across the blood–brain barrier
Mazura, A. D., Ohler, A., Storck, S. E., Kurtyka, M., Scharfenberg, F., Weggen, S., Becker-Pauly, C., & Pietrzik, C. U. (2022) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-022-04237-x · Cited by 53 · cited 3× · see citing works
“Since the basic research study discovered that PCSK9 acts as a key regulator of Aβ clearance [9] and the ADNI dataset has the data on the AD biomarkers in CSF, we examined the associations between the interactive effects of APOE ɛ4 and PCSK9 genotypes for the AD biomarkers in CSF.”
Abuelezz, S. A., & Hendawy, N. (2021) · Life Sciences · doi:10.1016/j.lfs.2021.119310 · Cited by 50 · see citing works
Jardim, T., Domingues, M. R., & Alves, E. (2023) · Critical Reviews in Food Science and Nutrition · doi:10.1080/10408398.2023.2208666 · Cited by 46 · see citing works
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Self-citationTao, Q., Alvin Ang, T. F., Akhter-Khan, S. C., Itchapurapu, I. S., Killiany, R., Zhang, X., Budson, A. E., Turk, K. W., Goldstein, L., Mez, J., et al. (2021) · Neurology · doi:10.1212/wnl.0000000000012512 · Cited by 45 · see citing works
Self-citationWhole genome sequence analyses of brain imaging measures in the Framingham Study
Sarnowski, C., Satizábal, C. L., DeCarli, C. S., Pitsillides, A., Cupples, L. A., Vasan, R. S., Wilson, J. G., Bis, J. C., Fornage, M., Beiser, A., et al. (2017) · Neurology · doi:10.1212/wnl.0000000000004820 · Cited by 43 · see citing works
PCSK9 ablation attenuates Aβ pathology, neuroinflammation and cognitive dysfunctions in 5XFAD mice
Vilella, A., Bodria, M., Papotti, B., Zanotti, I., Zimetti, F., Remaggi, G., Elviri, L., Potì, F., Ferri, N., Lupo, M. G., et al. (2024) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2023.11.008 · Cited by 43 · see citing works
Shabir, O., Pendry, B., Lee, L., Eyre, B., Sharp, P. S., Rebollar, M. A., Drew, D., Howarth, C., Heath, P. R., Wharton, S. B., et al. (2022) · eLife · doi:10.7554/elife.68242 · Cited by 40 · see citing works
Proprotein convertase subtilisin/kexin type 9 (PCSK9) in the central nervous system
Bell, A. S., Wagner, J., Rosoff, D. B., & Lohoff, F. W. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105155 · Cited by 36 · see citing works
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Systematic review of the efficacy of statins for the treatment of Alzheimer’s disease
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“Recent studies have shown that cerebrospinal fluid PCSK9 levels are elevated in AD patients and correlate with APOE4 presence, indicating that ApoE4 carriers may be particularly susceptible to PCSK9‐mediated lipid dysregulation [7, 8].”
Huang, J., Stein, T. D., Wang, Y., Ang, T. F. A., Tao, Q., Lunetta, K. L., Massaro, J., Akhter‐Khan, S. C., Mez, J., Au, R., et al. (2023) · Alzheimer's & Dementia · doi:10.1002/alz.12851 · Cited by 14 · see citing works
Self-citationKorthauer, L. E., Giugliano, R. P., Guo, J., Sabatine, M. S., Sever, P., Keech, A., Atar, D., Kurtz, C., Ruff, C. T., Mach, F., et al. (2022) · PLOS ONE · doi:10.1371/journal.pone.0266615 · Cited by 11 · see citing works
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Systematic Review of Atorvastatin for the Treatment of Alzheimer's Disease
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SAIMSARA (2026) · SAIMSARA Journal · doi:10.62487/saimsarac25dcb0d
- Authors
- Tao, Q., Ang, T. F. A., Huang, J., Itchapurapu, I. S., Mez, J., Alosco, M., Au, R., Farrer, L. A., Zhang, X., Qiu, W. Q., & Initiative, F. T. A. D. N.
- Affiliations
- Boston University (US)
- Corresponding author
- Qiu, Wei Qiao
- ORCID
- Venue
- Health Science Reports
- Publisher
- Wiley
- Published
- 2026-02
- Volume
- 9
- Issue
- 2
- Pages
- e71810-e71810
- ISSN
- 2398-8835 (ISSN-L)
- PMC
- PMC12927996
- OpenAlex
- W7131126299
- Semantic Scholar
- 89d774c75202b228365593e15713ef18e00f2033
- Cited by
- 1
- References
- 33
- Citations by year
- 2026: 1
- FWCI
- 3.93
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Health Science Reports (publishedVersion, cc-by)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion, cc-by)
- Funders
- National Institute on Aging (AG‐09899 (Qiu W.Q.), K24AG050842 (Qiu W.Q.), U19‐AG068753 (Farrer L.A., and Au R.))
- Topics
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Surgery › Lipoproteins and Cardiovascular Health
- Keywords
- PCSK9, Alzheimer's disease, APOE ε4, plasma PCSK9 levels, dementia risk, lipid metabolism, amyloid-beta 42
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-19.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-19.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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