Evidence map›Paper›PMID 34554798›Full record

ArticleScience (New York, N.Y.)2021

Protein-coding repeat polymorphisms strongly shape diverse human phenotypes.

Ronen E Mukamel, Robert E Handsaker, Maxwell A Sherman, Alison R Barton, Yiming Zheng, Steven A McCarroll, Po-Ru Loh

Abstract read
In one paragraph

Article in Science (New York, N.Y.), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 120 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
120citing papers in PubMed, 1 pooled it
–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

120 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Guideline
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  9. Journal of the American Heart Association · 2026
    Article
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  18. Review
  19. Article
  20. Genetic Prediction of Circulating Lipoprotein(a) Levels in Diverse Populations.medRxiv : the preprint server for health sciences · 2026
    Article

60 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Ronen E Mukamel *Division of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.ORCID 0000-0002-9042-9673
Robert E Handsaker *Program in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard University, Boston, MA, USA.ORCID 0000-0002-3128-3547
Maxwell A ShermanDivision of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.ORCID 0000-0002-5297-9252
Alison R BartonDivision of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.ORCID 0000-0003-0882-0196
Yiming ZhengProgram in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard University, Boston, MA, USA.
Steven A McCarrollProgram in Medical and Population Genetics, Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard University, Boston, MA, USA.ORCID 0000-0002-6954-8184
Po-Ru LohDivision of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.ORCID 0000-0001-5542-9064

Funding

Training Program in Bioinformatics and Integrative GenomicsT32HG002295 · NHGRI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI Peter J Park · 2001 to 2026
$15.8M
Structurally complex genome loci in human populations and human phenotypesR01HG006855 · NHGRI · HARVARD MEDICAL SCHOOL · PI Steven Andrew McCarroll · 2012 to 2026
$8.2M
Dysregulation of Appetitive & Aversive Amygdala Circuits in Bipolar DisorderR01MH120991 · NIMH · MCLEAN HOSPITAL · PI BERRETTA, SABINA, MCCARROLL, STEVEN ANDREW · 2020 to 2024
$4.0M
Revealing somatic genome alterations and their clinical sequelae: Ultrasensitive computational detection of mosaic structural variantsDP2ES030554 · NIEHS · BRIGHAM AND WOMEN'S HOSPITAL · PI LOH, PO-RU · 2018 to 2018
$2.7M
Exploring the role of genomic repeats in cardiovascular disease heritabilityK25HL150334 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI MUKAMEL, RONEN · 2020 to 2024
$783k
Multi-allelic forms of human genome structural variationR56HG006855 · NHGRI · HARVARD MEDICAL SCHOOL · PI MCCARROLL, STEVEN ANDREW · 2020 to 2020
$339k
Exploring the role of genetic structural variation in neuropsychiatric diseasesF31MH124393 · NIMH · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI SHERMAN, MAXWELL AARON · 2020 to 2022
$109k
Investigating the contribution of rare coding variants to cardiovascular diseasesF31HL154537 · NHLBI · HARVARD MEDICAL SCHOOL · PI BARTON, ALISON RACHEL · 2020 to 2021
$62k
NHGRI NIH HHS R01 HG006855NHGRI NIH HHS R56 HG006855NHGRI NIH HHS T32 HG002295NHLBI NIH HHS F31 HL154537NHLBI NIH HHS K25 HL150334NIEHS NIH HHS DP2 ES030554NIMH NIH HHS F31 MH124393NIMH NIH HHS R01 MH120991Wellcome Trust
6 · The paper itself

Abstract

Many human proteins contain domains that vary in size or copy number because of variable numbers of tandem repeats (VNTRs) in protein-coding exons. However, the relationships of VNTRs to most phenotypes are unknown because of difficulties in measuring such repetitive elements. We developed methods to estimate VNTR lengths from whole-exome sequencing data and impute VNTR alleles into single-nucleotide polymorphism haplotypes. Analyzing 118 protein-altering VNTRs in 415,280 UK Biobank participants for association with 786 phenotypes identified some of the strongest associations of common variants with human phenotypes, including height, hair morphology, and biomarkers of health. Accounting for large-effect VNTRs further enabled fine-mapping of associations to many more protein-coding mutations in the same genes. These results point to cryptic effects of highly polymorphic common structural variants that have eluded molecular analyses to date.

Indexed as

Genome, HumanPhenotypePolymorphism, GeneticAggrecansAntigensBlack PeopleBody HeightExome SequencingGenetic Association StudiesHairHaplotypesHumansIntermediate Filament ProteinsKidneyLipoprotein(a)Minisatellite RepeatsACAN protein, humanAggrecansAntigensIntermediate Filament ProteinsLipoprotein(a)MUC1 protein, humanMucin-1Polynucleotide AdenylyltransferaseTCHH protein, humanTENT5A protein, human

Identifiers

PMID34554798
PMCPMC8549062

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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.