Evidence map›Paper›PMID 35580180›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2022

Impact of natural selection on global patterns of genetic variation and association with clinical phenotypes at genes involved in SARS-CoV-2 infection.

Chao Zhang, Anurag Verma, Yuanqing Feng, Marcelo C R Melo, Michael McQuillan, Matthew Hansen, Anastasia Lucas, Joseph Park, Alessia Ranciaro, Simon Thompson and 19 more

Open access · greenAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 pooled it
1.4field-weighted citation impact, top 18% 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

15 citing papers in PubMed, 1 synthesis or guideline pooled it, 16 citations in OpenAlex.

  1. Pooled it
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  15. OM-85 Broncho-VaxomBiomedicines · 2021
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

29 authors at 10 institutions in 6 countries.

Chao ZhangDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.
Anurag VermaDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.ORCID 0000-0002-5063-9107
Yuanqing FengDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.
Marcelo C R MeloMachine Biology Group, Departments of Psychiatry and Microbiology, Institute for Biomedical Informatics, Institute for Translational Medicine and Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.
Michael McQuillanDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.
Matthew HansenDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.ORCID 0000-0002-1183-4137
Anastasia LucasDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.
Joseph ParkDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.
Alessia RanciaroDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.
Simon ThompsonDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.
Meagan A RubelDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.
Michael C CampbellDepartment of Biological Sciences, University of Southern California, Los Angeles, CA 90089.
William BeggsDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.
Jibril HirboDepartment of Medicine, Vanderbilt University, Nashville, TN 37232.
Sununguko Wata MpolokaBiological Sciences, University of Botswana, Gaborone, Botswana.
Gaonyadiwe George MokoneFaculty of Medicine, University of Botswana, Gaborone, Botswana.
Regeneron Genetic CenterRegeneron Genetics Center, Tarrytown, NY 10591.
Thomas NyamboDepartment of Biochemistry, Kampala International University in Tanzania, Dar es Salaam, Tanzania.
Dawit Wolde MeskelDepartment of Microbial Cellular and Molecular Biology, Addis Ababa University, Addis Ababa, Ethiopia.
Gurja BelayDepartment of Microbial Cellular and Molecular Biology, Addis Ababa University, Addis Ababa, Ethiopia.
Charles FokunangDepartment of Pharmacotoxicology and Pharmacokinetics, Faculty of Medicine and Biomedical Sciences, The University of Yaoundé I, Yaoundé, Cameroon.
Alfred K NjamnshiDepartment of Neurology, Central Hospital Yaoundé, Yaoundé, Cameroon.
Sabah A OmarCenter for Biotechnology Research and Development, Kenya Medical Research Institute, Nairobi, Kenya.
Scott M WilliamsDepartment of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH 44106.
Daniel J RaderDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.ORCID 0000-0002-9245-9876
Marylyn D RitchieDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.
Cesar de la Fuente-NunezMachine Biology Group, Departments of Psychiatry and Microbiology, Institute for Biomedical Informatics, Institute for Translational Medicine and Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.
Giorgio SirugoDivision of Translational Medicine and Human Genetics, Department of Medicine, University of Pennsylvania School of Medicine, Philadelphia, PA 19104.
Sarah A TishkoffDepartment of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.
University of Pennsylvania · USAddis Ababa University · ETTranslational Therapeutics (United States) · USUniversité de Yaoundé I · CMUniversity of Botswana · BWCase Western Reserve University · USKampala International University · TZKenya Medical Research Institute · KEUniversity of Southern California · USVanderbilt University · US

Funding

Phenotypic Diversity in COVID-19UL1TR001878 · NCATS · UNIVERSITY OF PENNSYLVANIA · PI FITZGERALD, GARRET A · 2016 to 2025
$102.4M
Translational Research Support CoreP30ES013508 · NIEHS · UNIVERSITY OF PENNSYLVANIA · PI A. Clementina Mesaros · 2006 to 2026
$35.3M
Studies of Rare Genetic Variation in the Isolated Population of SardiniaR01HL117626 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI ABECASIS, GONCALO · 2013 to 2016
$10.5M
Rare variants and NHLBI traits in deeply phenotyped cohortsR01HL120393 · NHLBI · UNIVERSITY OF WASHINGTON · PI PSATY, BRUCE M, RICE, KENNETH M. · 2014 to 2016
$8.9M
Rare variants and NHLBI traits in deeply phenotyped cohortsU01HL120393 · NHLBI · UNIVERSITY OF WASHINGTON · PI PSATY, BRUCE M, RICE, KENNETH M. · 2017 to 2018
$5.6M
Genetic and molecular basis for variation in human skin pigmentationR01AR076241 · NIAMS · CHILDREN'S HOSP OF PHILADELPHIA · PI MARKS, MICHAEL S, OANCEA, ELENA · 2020 to 2024
$5.5M
Bioinformatics Strategies for Genome-Wide Association StudiesR01LM010098 · NLM · UNIVERSITY OF PENNSYLVANIA · PI MOORE, JASON H., WILLIAMS, SCOTT MATTHEW · 2009 to 2023
$5.1M
Integrative Genomics of Body Size and Metabolism in Ethnically Diverse AfricansR01GM113657 · NIGMS · UNIVERSITY OF PENNSYLVANIA · PI TISHKOFF, SARAH ANNE · 2015 to 2019
$2.8M
Integrative Genomic Analyses of Human Evolution and Adaptation in AfricaR35GM134957 · NIGMS · UNIVERSITY OF PENNSYLVANIA · PI TISHKOFF, SARAH ANNE · 2020 to 2024
$2.7M
Unravelling genetic basis of comorbidity using EHR-linked biobank dataR01GM138597 · NIGMS · UNIVERSITY OF PENNSYLVANIA · PI KIM, DOKYOON · 2020 to 2023
$2.2M
Combining chemical and computational tools for predictive models of microbiome communitiesR35GM138201 · NIGMS · UNIVERSITY OF PENNSYLVANIA · PI DE LA FUENTE, CESAR · 2020 to 2024
$1.8M
Integrative nutrigenomic and metabolomic analyses of Africans with variable dietsR01DK104339 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI TISHKOFF, SARAH ANNE · 2015 to 2018
$1.4M
NCATS NIH HHS UL1 TR001878NHLBI NIH HHS HHSN268201800001CNHLBI NIH HHS R01 HL117626NHLBI NIH HHS R01 HL120393NHLBI NIH HHS U01 HL120393NIAMS NIH HHS R01 AR076241NIDDK NIH HHS R01 DK104339NIEHS NIH HHS P30 ES013508NIGMS NIH HHS R01 GM113657NIGMS NIH HHS R01 GM138597NIGMS NIH HHS R35 GM134957NIGMS NIH HHS R35 GM138201NLM NIH HHS R01 LM010098
6 · The paper itself

Abstract

Human genomic diversity has been shaped by both ancient and ongoing challenges from viruses. The current coronavirus disease 2019 (COVID-19) pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has had a devastating impact on population health. However, genetic diversity and evolutionary forces impacting host genes related to SARS-CoV-2 infection are not well understood. We investigated global patterns of genetic variation and signatures of natural selection at host genes relevant to SARS-CoV-2 infection (angiotensin converting enzyme 2 [ACE2], transmembrane protease serine 2 [TMPRSS2], dipeptidyl peptidase 4 [DPP4], and lymphocyte antigen 6 complex locus E [LY6E]). We analyzed data from 2,012 ethnically diverse Africans and 15,977 individuals of European and African ancestry with electronic health records and integrated with global data from the 1000 Genomes Project. At ACE2, we identified 41 nonsynonymous variants that were rare in most populations, several of which impact protein function. However, three nonsynonymous variants (rs138390800, rs147311723, and rs145437639) were common among central African hunter-gatherers from Cameroon (minor allele frequency 0.083 to 0.164) and are on haplotypes that exhibit signatures of positive selection. We identify signatures of selection impacting variation at regulatory regions influencing ACE2 expression in multiple African populations. At TMPRSS2, we identified 13 amino acid changes that are adaptive and specific to the human lineage compared with the chimpanzee genome. Genetic variants that are targets of natural selection are associated with clinical phenotypes common in patients with COVID-19. Our study provides insights into global variation at host genes related to SARS-CoV-2 infection, which have been shaped by natural selection in some populations, possibly due to prior viral infections.

Indexed as

COVID-19AfricaAngiotensin-Converting Enzyme 2Genetic VariationHumansPhenotypeSARS-CoV-2Selection, GeneticAngiotensin-Converting Enzyme 2African diversitygenetic variationnatural selectionphenotype associationSARS-CoV-2/COVID-19

Identifiers

PMID35580180
PMCPMC9173769
OpenAlexW4280495750

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.