Evidence map›Paper›PMID 35617280›Full record

ArticlePloS one2022

Leveraging large multi-center cohorts of Alzheimer disease endophenotypes to understand the role of Klotho heterozygosity on disease risk.

Muhammad Ali, Yun Ju Sung, Fengxian Wang, Maria V Fernández, John C Morris, Anne M Fagan, Kaj Blennow, Henrik Zetterberg, Amanda Heslegrave, Per M Johansson and 18 more

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed, 1 pooled it
3.0field-weighted citation impact, top 8% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

20 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.

  1. Pooled it
  2. Blood-based proteomic signature of amyloidosis: identification of novel regulators of amyloid load.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  3. APOE*4 risk-modifying genes and drug targets in Alzheimer's disease through cell-type-specific genomic analyses.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  4. medRxiv : the preprint server for health sciences · 2025
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Multifaceted roles of APOE in Alzheimer disease.Nature reviews. Neurology · 2024
    Review
  14. Article
  15. The Early-Onset Alzheimer's Disease Whole-Genome Sequencing Project: Study design and methodology.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2023
    Article
  16. Article
  17. Article
  18. Interaction betweenGenes · 2023
    Article
  19. Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

28 authors at 11 institutions in 5 countries.

Muhammad AliDepartment of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, United States of America.ORCID 0000-0002-1399-6631
Yun Ju SungDepartment of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, United States of America.ORCID 0000-0002-8021-4070
Fengxian WangDepartment of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, United States of America.ORCID 0000-0002-7677-5406
Maria V FernándezDepartment of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, United States of America.
John C MorrisDepartment of Neurology, Washington University School of Medicine, St. Louis, Missouri, United States of America.
Anne M FaganDepartment of Neurology, Washington University School of Medicine, St. Louis, Missouri, United States of America.
Kaj BlennowDepartment of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.
Henrik ZetterbergDepartment of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.
Amanda HeslegraveDepartment of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, United Kingdom.ORCID 0000-0002-7290-6405
Per M JohanssonDepartment of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, United Kingdom.ORCID 0000-0003-0073-7654
Johan SvenssonDepartment of Internal Medicine, Institute of Medicine, The Sahlgrenska Academy at the University of Gothenburg, Göteborg, Sweden.ORCID 0000-0002-4487-6405
Bengt NellgårdDepartment of Internal Medicine, Institute of Medicine, The Sahlgrenska Academy at the University of Gothenburg, Göteborg, Sweden.
Alberto LleóNeurology Department, Hospital de Sant Pau, Barcelona, Spain.
Daniel AlcoleaNeurology Department, Hospital de Sant Pau, Barcelona, Spain.ORCID 0000-0002-3819-3245
Jordi ClarimonNeurology Department, Hospital de Sant Pau, Barcelona, Spain.
Lorena RamiIDIBAPS, Alzheimer´s Disease and Other Cognitive Disorders Unit, Neurology Service, ICN Hospital Clinic, Barcelona, Spain.
José Luis MolinuevoIDIBAPS, Alzheimer´s Disease and Other Cognitive Disorders Unit, Neurology Service, ICN Hospital Clinic, Barcelona, Spain.
Marc Suárez-CalvetBarcelonaBeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain.
Estrella Morenas-RodríguezBiomedical Center (BMC), Biochemistry, Ludwig-Maximilians-Universität München, Munich, Germany.
Gernot KleinbergerBiomedical Center (BMC), Biochemistry, Ludwig-Maximilians-Universität München, Munich, Germany.
Christian HaassBiomedical Center (BMC), Biochemistry, Ludwig-Maximilians-Universität München, Munich, Germany.
Michael EwersInstitute for Stroke and Dementia Research, University Hospital, Ludwig-Maximilians-Universität München, Munich, Germany.
Johannes LevinGerman Center for Neurodegenerative Diseases (DZNE), Munich, Germany.
Martin R FarlowIndiana Alzheimer Disease Research Center, Indiana University School of Medicine, Indianapolis, Indiana, United States of America.
Richard J PerrinDepartment of Neurology, Washington University School of Medicine, St. Louis, Missouri, United States of America.ORCID 0000-0002-3443-7716
Alzheimer’s Disease Neuroimaging Initiative (ADNI)
Dominantly Inherited Alzheimer Network (DIAN)
Carlos CruchagaDepartment of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, United States of America.ORCID 0000-0002-0276-2899
Washington University in St. Louis · USGerman Center for Neurodegenerative Diseases · DEHospital de Sant Pau · ESSahlgrenska University Hospital · SEMunich Cluster for Systems Neurology · DEUniversity of Gothenburg · SEHospital Clínic de Barcelona · ESIndiana University School of MedicineLudwig-Maximilians-Universität München · DEPasqual Maragall Foundation · ESUK Dementia Research Institute · GB

Funding

Smartphone-Based "Burst" Cognitive AssessmentsP01AG003991 · NIA · WASHINGTON UNIVERSITY · PI JOHN MORRIS · 1985 to 2026
$69.5M
Imaging CoreU19AG032438 · NIA · WASHINGTON UNIVERSITY · PI BATEMAN, RANDALL J · 2010 to 2025
$53.9M
WASHINGTON UNIVERSITY ALZHEIMERS DISEASE RESEARCH CENTERP50AG005681 · NIA · WASHINGTON UNIVERSITY · PI FAGAN, ANNE · 1985 to 2019
$52.1M
The natural history of AB accumulation in preclinical ADP01AG026276 · NIA · WASHINGTON UNIVERSITY · PI MORRIS, JOHN · 2005 to 2025
$49.5M
Research Education ComponentP30AG066444 · NIA · WASHINGTON UNIVERSITY · PI DAVID M. HOLTZMAN · 2020 to 2026
$28.7M
MENDELIAN RANDOMIZATION FOR UNBIAS BIOMARKER DISCOVERY FOR AD AND OTHER COMPLEX TRAITSR01AG057777 · NIA · WASHINGTON UNIVERSITY · PI HARARI, OSCAR · 2018 to 2022
$4.1M
USING QUANTITATIVE TRAITS TO IDENTIFY NOVEL GENES FOR ALZHEIMERS DISEASE AND OTHER COMPLEX TRAITSRF1AG053303 · NIA · WASHINGTON UNIVERSITY · PI CLIMER, SHARLEE, CRUCHAGA, CARLOS · 2016 to 2020
$4.0M
Genomic and Metabolomic Data Integration in a Longitudinal Cohort at Risk for Alzheimer's DiseaseRF1AG054047 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI ENGELMAN, CORINNE D. · 2022 to 2025
$3.8M
Genomic and Metabolomic Data Integration in a Longitudinal Cohort at Risk for Alzheimer's DiseaseR01AG054047 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI ENGELMAN, CORINNE D. · 2016 to 2020
$3.6M
GENETIC MODIFIERS OF CEREBROSPINAL FLUID TREM2 IN ALZHEIMER'S DISEASERF1AG058501 · NIA · WASHINGTON UNIVERSITY · PI CRUCHAGA, CARLOS, PICCIO, LAURA · 2018 to 2018
$3.5M
The Familial Alzheimer Sequencing (FASe) ProjectU01AG058922 · NIA · WASHINGTON UNIVERSITY · PI CRUCHAGA, CARLOS, GOATE, ALISON M · 2018 to 2022
$3.5M
The effects of iron on oxidative stress and Alzheimer's biomarkers in amyloid-positive and negative elderly normalR01AG068398 · NIA · WEILL MEDICAL COLL OF CORNELL UNIV · PI CHIANG, GLORIA CHIA-YI · 2020 to 2024
$2.8M
NIA NIH HHS P01 AG003991NIA NIH HHS P01 AG026276NIA NIH HHS P30 AG066444NIA NIH HHS P50 AG005681NIA NIH HHS R01 AG044546NIA NIH HHS R01 AG054047NIA NIH HHS R01 AG057777NIA NIH HHS R01 AG068398NIA NIH HHS RF1 AG053303NIA NIH HHS RF1 AG054047NIA NIH HHS RF1 AG058501NIA NIH HHS U01 AG058922NIA NIH HHS U19 AG032438
6 · The paper itself

Abstract

Two genetic variants in strong linkage disequilibrium (rs9536314 and rs9527025) in the Klotho (KL) gene, encoding a transmembrane protein, implicated in longevity and associated with brain resilience during normal aging, were recently shown to be associated with Alzheimer disease (AD) risk in cognitively normal participants who are APOE ε4 carriers. Specifically, the participants heterozygous for this variant (KL-SVHET+) showed lower risk of developing AD. Furthermore, a neuroprotective effect of KL-VSHET+ has been suggested against amyloid burden for cognitively normal participants, potentially mediated via the regulation of redox pathways. However, inconsistent associations and a smaller sample size of existing studies pose significant hurdles in drawing definitive conclusions. Here, we performed a well-powered association analysis between KL-VSHET+ and five different AD endophenotypes; brain amyloidosis measured by positron emission tomography (PET) scans (n = 5,541) or cerebrospinal fluid Aβ42 levels (CSF; n = 5,093), as well as biomarkers associated with tau pathology: the CSF Tau (n = 5,127), phosphorylated Tau (pTau181; n = 4,778) and inflammation: CSF soluble triggering receptor expressed on myeloid cells 2 (sTREM2; n = 2,123) levels. Our results found nominally significant associations of KL-VSHET+ status with biomarkers for brain amyloidosis (e.g., CSF Aβ positivity; odds ratio [OR] = 0.67 [95% CI, 0.55-0.78], β = 0.72, p = 0.007) and tau pathology (e.g., biomarker positivity for CSF Tau; OR = 0.39 [95% CI, 0.19-0.77], β = -0.94, p = 0.007, and pTau; OR = 0.50 [95% CI, 0.27-0.96], β = -0.68, p = 0.04) in cognitively normal participants, 60-80 years old, who are APOE e4-carriers. Our work supports previous findings, suggesting that the KL-VSHET+ on an APOE ε4 genotype background may modulate Aβ and tau pathology, thereby lowering the intensity of neurodegeneration and incidence of cognitive decline in older controls susceptible to AD.

Indexed as

Alzheimer DiseaseAmyloidosisAgedAged, 80 and overAmyloid beta-PeptidesApolipoprotein E4BiomarkersDisease SusceptibilityEndophenotypesHumansMiddle AgedPeptide FragmentsPositron-Emission Tomographytau ProteinsAmyloid beta-PeptidesApolipoprotein E4BiomarkersPeptide Fragmentstau Proteins

Identifiers

PMID35617280
PMCPMC9135221
OpenAlexW4281560602

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.