Evidence map›Paper›PMID 33432171›Full record

ArticleNature medicine2021

Exome-wide evaluation of rare coding variants using electronic health records identifies new gene-phenotype associations.

Joseph Park, Anastasia M Lucas, Xinyuan Zhang, Kumardeep Chaudhary, Judy H Cho, Girish Nadkarni, Amanda Dobbyn, Geetha Chittoor, Navya S Josyula, Nathan Katz and 31 more

Open access · greenAbstract read
In one paragraph

Article in Nature medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
42citing papers in PubMed, 2 pooled it
9.0field-weighted citation impact, top 2% 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

42 citing papers in PubMed, 2 syntheses or guidelines pooled it, 63 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Adult-onset STING-associated vasculopathy.Journal of human immunity · 2026
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  9. Science advances · 2025
    Article
  10. Article
  11. Article
  12. Review
  13. Article
  14. Whole exome sequencing analyses identified novel genes for Alzheimer's disease and related dementia.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024
    Article
  15. Article
  16. Article
  17. Observational
  18. Exome sequencing of UK birth cohorts.Wellcome open research · 2024
    Article
  19. A deep catalog of protein-coding variation in 985,830 individuals.bioRxiv : the preprint server for biology · 2023
    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

41 authors at 9 institutions in 1 country.

Joseph ParkDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.ORCID http://orcid.org/0000-0002-3313-641X
Anastasia M LucasDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Xinyuan ZhangDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.ORCID http://orcid.org/0000-0002-8885-1146
Kumardeep ChaudharyThe Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Judy H ChoThe Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0002-7959-0466
Girish NadkarniThe Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Amanda DobbynThe Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Geetha ChittoorDepartment of Population Health Sciences, Geisinger, Danville, PA, USA.ORCID http://orcid.org/0000-0001-6443-6012
Navya S JosyulaDepartment of Population Health Sciences, Geisinger, Danville, PA, USA.ORCID http://orcid.org/0000-0003-2782-8812
Nathan KatzDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Joseph H BreeyearVanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA.ORCID http://orcid.org/0000-0002-6179-0515
Shadi AhmadmehrabiDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Theodore G DrivasDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.ORCID http://orcid.org/0000-0002-8717-0111
Venkata R M ChavaliScheie Eye Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Maria FasolinoDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Hisashi SawadaSaha Cardiovascular Research Center, University of Kentucky, Lexington, KY, USA.ORCID http://orcid.org/0000-0003-0017-6236
Alan DaughertySaha Cardiovascular Research Center, University of Kentucky, Lexington, KY, USA.
Yanming LiDivision of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, USA.ORCID http://orcid.org/0000-0002-8213-9166
Chen ZhangDivision of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, USA.
Yuki BradfordDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
JoEllen WeaverInstitute for Translational Medicine and Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Anurag VermaDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Renae L JudyDepartment of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Rachel L KemberDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
John D OvertonRegeneron Genetics Center, Regeneron Pharmaceuticals, Tarrytown, NY, USA.
Jeffrey G ReidRegeneron Genetics Center, Regeneron Pharmaceuticals, Tarrytown, NY, USA.ORCID http://orcid.org/0000-0001-8645-4713
Manuel A R FerreiraRegeneron Genetics Center, Regeneron Pharmaceuticals, Tarrytown, NY, USA.
Alexander H LiRegeneron Genetics Center, Regeneron Pharmaceuticals, Tarrytown, NY, USA.
Aris BarasRegeneron Genetics Center, Regeneron Pharmaceuticals, Tarrytown, NY, USA.ORCID http://orcid.org/0000-0002-6830-3396
Scott A LeMaireDivision of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, USA.
Ying H ShenDivision of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, USA.
Ali NajiDepartment of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.ORCID http://orcid.org/0000-0002-6926-3306
Klaus H KaestnerDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Golnaz VahediDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Todd L EdwardsVanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA.ORCID http://orcid.org/0000-0003-4318-6119
Jinbo ChenDepartment of Biostatistics and Epidemiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Scott M DamrauerDepartment of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Anne E JusticeDepartment of Population Health Sciences, Geisinger, Danville, PA, USA.
Ron DoThe Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0002-3144-3627
Marylyn D RitchieDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.ORCID http://orcid.org/0000-0002-1208-1720
Daniel J RaderDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA. rader@pennmedicine.upenn.edu.ORCID http://orcid.org/0000-0002-9245-9876
University of Pennsylvania · USIcahn School of Medicine at Mount Sinai · USRegeneron (United States) · USBaylor College of Medicine · USGeisinger Health System · USTranslational Therapeutics (United States) · USUniversity of Kentucky · USVanderbilt University Medical Center · USPenn Presbyterian Medical Center · US

Funding

Phenotypic Diversity in COVID-19UL1TR001878 · NCATS · UNIVERSITY OF PENNSYLVANIA · PI FITZGERALD, GARRET A · 2016 to 2025
$102.4M
MEDICAL GENETICS RESEARCH TRAINING GRANTT32GM008638 · NIGMS · UNIVERSITY OF PENNSYLVANIA · PI Rebecca Ganetzky · 1997 to 2026
$8.7M
Mitochondrial Damage-Induced Necroptotic Cell Death in SporadicAscending Thoracic Aortic Aneurysms and DissectionsR01HL143359 · NHLBI · BAYLOR COLLEGE OF MEDICINE · PI LEMAIRE, SCOTT A, SHEN, YING H · 2018 to 2021
$1.6M
Deciphering the role of lipid metabolism pathways in the RPE and their implications for AMDR21EY028273 · NEI · UNIVERSITY OF PENNSYLVANIA · PI CHAVALI, VENKATA RAMANA MURTHY · 2018 to 2019
$443k
Investigating the clinical ontologies of loss-of-function and gain-of-function human gene variantsF30HG010442 · NHGRI · UNIVERSITY OF PENNSYLVANIA · PI PARK, JOSEPH · 2018 to 2022
$134k
American Heart Association (American Heart Association, Inc.) 18SFRN33960114American Heart Association (American Heart Association, Inc.) 18SFRN33960163CSRD VA IK2 CX001780Medical Research Council MC_PC_17228Medical Research Council MC_QA137853NCATS NIH HHS UL1 TR001878NEI NIH HHS R21 EY028273NHGRI NIH HHS F30 HG010442NHLBI NIH HHS R01 HL143359NIGMS NIH HHS T32 GM008638U.S. Department of Health & Human Services | National Institutes of Health (NIH) 1R01HL143359U.S. Department of Health & Human Services | NIH | National Center for Advancing Translational Sciences (NCATS) UL1TR001878U.S. Department of Health & Human Services | NIH | National Eye Institute (NEI) R21EY028273-01A1U.S. Department of Health & Human Services | NIH | National Human Genome Research Institute (NHGRI) F30HG010442
6 · The paper itself

Abstract

The clinical impact of rare loss-of-function variants has yet to be determined for most genes. Integration of DNA sequencing data with electronic health records (EHRs) could enhance our understanding of the contribution of rare genetic variation to human disease

Indexed as

Electronic Health RecordsExomeGenotypePhenotypeAgedComputational BiologyExome SequencingFemaleGenome-Wide Association StudyHumansMalePolymorphism, Single Nucleotide

Identifiers

PMID33432171
PMCPMC8775355
OpenAlexW3120917511

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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.