Evidence map›Paper›PMID 39222019›Full record

ArticleCirculation2024

Rare Genetic Variants in

Joel T Rämö, Sean J Jurgens, Shinwan Kany, Seung Hoan Choi, Xin Wang, Andrey N Smirnov, Samuel F Friedman, Mahnaz Maddah, Shaan Khurshid, Patrick T Ellinor and 1 more

Abstract read
In one paragraph

Article in Circulation, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
–field-weighted citation impact
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

12 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Familial Hypercholesterolemia.Methodist DeBakey cardiovascular journal · 2026
    Review
  6. Review
  7. Review
  8. Article
  9. Article
  10. Lipid-lowering therapies for aortic stenosis: a drug-target Mendelian randomization study.European heart journal. Cardiovascular pharmacotherapy · 2025
    Article
  11. Article
  12. 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

11 authors.

Joel T Rämö *Cardiovascular Disease Initiative (J.T.R., S.J.J., S. Kany, X.W., S. Khurshid, P.T.E., J.P.P.), Cambridge, MA.ORCID 0000-0002-6429-5149
Sean J Jurgens *Cardiovascular Disease Initiative (J.T.R., S.J.J., S. Kany, X.W., S. Khurshid, P.T.E., J.P.P.), Cambridge, MA.ORCID 0000-0002-1605-9782
Shinwan Kany *Cardiovascular Disease Initiative (J.T.R., S.J.J., S. Kany, X.W., S. Khurshid, P.T.E., J.P.P.), Cambridge, MA.ORCID 0000-0001-8113-733X
Seung Hoan ChoiDepartment of Biostatistics, Boston University, MA (S.H.C.).
Xin WangCardiovascular Disease Initiative (J.T.R., S.J.J., S. Kany, X.W., S. Khurshid, P.T.E., J.P.P.), Cambridge, MA.ORCID 0000-0002-0322-8970
Andrey N SmirnovBroad Institute of MIT and Harvard (J.T.R., S.J.J., S. Kany, X.W., S. Khurshid, P.T.E., J.P.P, A.N.S., S.F.F., M.M.), Cambridge, MA.
Samuel F FriedmanCardiovascular Disease Initiative (J.T.R., S.J.J., S. Kany, X.W., S. Khurshid, P.T.E., J.P.P.), Cambridge, MA.ORCID 0000-0002-0688-2169
Mahnaz MaddahBroad Institute of MIT and Harvard (J.T.R., S.J.J., S. Kany, X.W., S. Khurshid, P.T.E., J.P.P, A.N.S., S.F.F., M.M.), Cambridge, MA.ORCID 0000-0002-9837-6000
Shaan KhurshidBroad Institute of MIT and Harvard (J.T.R., S.J.J., S. Kany, X.W., S. Khurshid, P.T.E., J.P.P, A.N.S., S.F.F., M.M.), Cambridge, MA.ORCID 0000-0002-2840-4539
Patrick T Ellinor *Broad Institute of MIT and Harvard (J.T.R., S.J.J., S. Kany, X.W., S. Khurshid, P.T.E., J.P.P, A.N.S., S.F.F., M.M.), Cambridge, MA.ORCID 0000-0002-2067-0533
James P Pirruccello *Cardiovascular Disease Initiative (J.T.R., S.J.J., S. Kany, X.W., S. Khurshid, P.T.E., J.P.P.), Cambridge, MA.

Funding

All of Us Research Program Data and Research CenterOT2OD035404 · OD · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Melissa Basford, DAVID GLAZER · 2023 to 2026
$210.4M
Technology to Empower Changes in Health (TECH) Network Participant Technologies CenterU24OD023176 · OD · SCRIPPS RESEARCH INSTITUTE, THE · PI TOPOL, ERIC JEFFREY · 2016 to 2022
$204.7M
Precision Medicine Initiative Cohort Program BiobankU24OD023121 · OD · MAYO CLINIC ROCHESTER · PI CEKANOVA, MARIA, CICEK, MINE · 2016 to 2024
$185.5M
Enhancing All of Us Data Resources for Nutrition Precision Health: the All of Us Data and Research CenterU2COD023196 · OD · VANDERBILT UNIVERSITY MEDICAL CENTER · PI GLAZER, DAVID, HARRIS, PAUL A. · 2016 to 2022
$143.7M
Adaptive Platform for Personalized EngagementU24OD023163 · OD · VIGNET, INC. · PI JAIN, PRADUMAN · 2017 to 2020
$102.6M
University of Arizona-Banner Health All of Us Research Program OT2OD026549 · OD · UNIVERSITY OF ARIZONA · PI MORENO, FRANCISCO A, REIMAN, ERIC MICHAEL · 2018 to 2023
$78.9M
California Precision Medicine Research Program ConsortiumOT2OD026552 · OD · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ANTON-CULVER, HODA A, OHNO-MACHADO, LUCILA · 2018 to 2023
$73.4M
All of Us PennsylvaniaOT2OD026554 · OD · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI REIS, STEVEN E, VISWESWARAN, SHYAM · 2018 to 2023
$72.1M
New York City Consortium for Precision MedicineOT2OD026556 · OD · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI BIER, LOUISE E, GHARAVI, ALI G · 2018 to 2023
$67.3M
SouthEast Enrollment Center (SEEC) OT2OD026551 · OD · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI CARRASQUILLO, OLVEEN, COLON, VIVIAN · 2018 to 2023
$62.8M
Southern All of Us NetworkOT2OD026548 · OD · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI FOUAD, MONA N., KORF, BRUCE R · 2018 to 2023
$60.5M
Illinois Precision Medicine Consortium OT2OD026557 · OD · NORTHWESTERN UNIVERSITY AT CHICAGO · PI AHSAN, HABIBUL, ARGOS, MARIA · 2018 to 2023
$60.5M
NHLBI NIH HHS K08 HL159346NHLBI NIH HHS K23 HL169839NHLBI NIH HHS R01 HL092577NHLBI NIH HHS R01 HL157635NIH HHS OT2 OD023205NIH HHS OT2 OD023206NIH HHS OT2 OD025276NIH HHS OT2 OD025277NIH HHS OT2 OD025315NIH HHS OT2 OD025337NIH HHS OT2 OD026548NIH HHS OT2 OD026549NIH HHS OT2 OD026550NIH HHS OT2 OD026551NIH HHS OT2 OD026552NIH HHS OT2 OD026553NIH HHS OT2 OD026554NIH HHS OT2 OD026555NIH HHS OT2 OD026556NIH HHS OT2 OD026557NIH HHS OT2 OD035404NIH HHS U24 OD023121NIH HHS U24 OD023163NIH HHS U24 OD023176NIH HHS U2C OD023196NINDS NIH HHS R01 NS134597Wellcome Trust
6 · The paper itself

Abstract

backgroundDespite a proposed causal role for LDL-C (low-density lipoprotein cholesterol) in aortic stenosis (AS), randomized controlled trials of lipid-lowering therapy failed to prevent severe AS. We aimed to assess the impact on AS and peak velocity across the aortic valve conferred by lifelong alterations in LDL-C levels mediated by protein-disrupting variants in 3 clinically significant genes for LDL (low-density lipoprotein) metabolism (

methodsWe used sequencing data and electronic health records from UK Biobank (UKB) and All of Us and magnetic resonance imaging data from UKB. We identified predicted protein-disrupting variants with the Loss Of Function Transcript Effect Estimator (LOFTEE) and AlphaMissense algorithms and evaluated their associations with LDL-C and peak velocity across the aortic valve (UK Biobank), as well as diagnosed AS and aortic valve replacement (UK Biobank and All of Us).

resultsWe included 421 049 unrelated participants (5621 with AS) in UKB and 195 519 unrelated participants (1087 with AS) in All of Us. Carriers of protein-disrupting variants in

conclusionsRare genetic variants that confer lifelong higher or lower LDL-C levels are associated with substantially increased and decreased risk of AS, respectively. Early and sustained lipid-lowering therapy may slow or prevent AS development.

Indexed as

Aortic Valve StenosisApolipoprotein B-100Proprotein Convertase 9Receptors, LDLAgedAortic ValveCholesterol, LDLFemaleGenetic Predisposition to DiseaseGenetic VariationHumansMaleMiddle AgedAPOB protein, humanApolipoprotein B-100Cholesterol, LDLLDLR protein, humanPCSK9 protein, humanProprotein Convertase 9Receptors, LDLaortic valve stenosischolesterolgeneticslipidslipoproteins, LDLmagnetic resonance imagingreceptors, LDL

Identifiers

PMID39222019
PMCPMC11915876

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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.