Evidence map›Paper›PMID 37198491›Full record

ArticleNature2023

Polygenic scoring accuracy varies across the genetic ancestry continuum.

Yi Ding, Kangcheng Hou, Ziqi Xu, Aditya Pimplaskar, Ella Petter, Kristin Boulier, Florian Privé, Bjarni J Vilhjálmsson, Loes M Olde Loohuis, Bogdan Pasaniuc

Abstract read
In one paragraph

Article in Nature, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 234 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
234citing papers in PubMed, 5 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

234 citing papers in PubMed, 5 syntheses or guidelines pooled it.

  1. Pooled it
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  16. Cross-ancestry polygenic risk scores enhance Alzheimer's disease risk prediction in multiethnic cohorts.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
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174 more citing papers are in PubMed but not listed here.

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

10 authors.

Yi DingBioinformatics Interdepartmental Program, UCLA, Los Angeles, CA, USA. yiding920@ucla.edu.ORCID 0000-0003-3595-2493
Kangcheng HouBioinformatics Interdepartmental Program, UCLA, Los Angeles, CA, USA.
Ziqi XuDepartment of Computer Science, UCLA, Los Angeles, CA, USA.
Aditya PimplaskarBioinformatics Interdepartmental Program, UCLA, Los Angeles, CA, USA.
Ella PetterDepartment of Computer Science, UCLA, Los Angeles, CA, USA.
Kristin BoulierBioinformatics Interdepartmental Program, UCLA, Los Angeles, CA, USA.
Florian PrivéNational Centre for Register-based Research, Aarhus University, Aarhus, Denmark.ORCID 0000-0002-3138-2078
Bjarni J VilhjálmssonNational Centre for Register-based Research, Aarhus University, Aarhus, Denmark.ORCID 0000-0003-2277-9249
Loes M Olde LoohuisCenter for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.ORCID 0000-0002-3327-7837
Bogdan PasaniucBioinformatics Interdepartmental Program, UCLA, Los Angeles, CA, USA. pasaniuc@ucla.edu.ORCID 0000-0002-0227-2056

Funding

UCLA Clinical Translational Science InstituteUL1TR001881 · NCATS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI ARLEEN F. BROWN, ARASH NAEIM · 2016 to 2026
$118.1M
Methods for Genome-wide Association Studies in Admixed PopulationsR01HG006399 · NHGRI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI PRICE, ALKES L · 2011 to 2024
$6.3M
Joint genomic and statistical analyses of schizophrenia and bipolar to decipher genetic susceptibilityR01MH115676 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Roel A Ophoff, Bogdan Pasaniuc · 2018 to 2026
$5.9M
PRS Center for Admixed Populations (CAPE)U01HG011715 · NHGRI · UNIVERSITY OF PENNSYLVANIA · PI Eimear Elizabeth Kenny, Leslie A Lange · 2021 to 2026
$5.2M
Integrative approaches for mapping the genetic risk of complex traitsR01HG009120 · NHGRI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI PASANIUC, BOGDAN · 2017 to 2021
$2.3M
Biomedical Data Science Training Program for Precision Health EquityT15LM013976 · NLM · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI ALEX BUI · 2022 to 2026
$1.9M
NCATS NIH HHS UL1 TR001881NHGRI NIH HHS R01 HG006399NHGRI NIH HHS R01 HG009120NHGRI NIH HHS U01 HG011715NIMH NIH HHS R01 MH115676NLM NIH HHS T15 LM013976
6 · The paper itself

Abstract

Polygenic scores (PGSs) have limited portability across different groupings of individuals (for example, by genetic ancestries and/or social determinants of health), preventing their equitable use

Indexed as

Multifactorial InheritanceRacial GroupsDatabases, GeneticEuropeEuropean PeopleHispanic or LatinoHumansLos AngelesUnited KingdomWhite People

Identifiers

PMID37198491
PMCPMC10284707

What OpenQuestion holds

Textmetadata
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Read underepoch 390

Registered trials

None linked

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.