Evidence map›Paper›PMID 38116116›Full record

ArticleCell genomics2023

Analysis across Taiwan Biobank, Biobank Japan, and UK Biobank identifies hundreds of novel loci for 36 quantitative traits.

Chia-Yen Chen, Tzu-Ting Chen, Yen-Chen Anne Feng, Mingrui Yu, Shu-Chin Lin, Ryan J Longchamps, Shi-Heng Wang, Yi-Hsiang Hsu, Hwai-I Yang, Po-Hsiu Kuo and 5 more

Erratum issuedOpen access · goldAbstract read
In one paragraph

Article in Cell genomics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 69 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
69citing papers in PubMed, 2 pooled it
22.2field-weighted citation impact, top 1% 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

69 citing papers in PubMed, 2 syntheses or guidelines pooled it, 73 citations in OpenAlex.

  1. Pooled it
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  9. Genetic basis of Asian diabetes.Journal of diabetes investigation · 2026
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  18. Blood biomarkers and breed genetics of aging in pet dogs.bioRxiv : the preprint server for biology · 2026
    Article
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  20. Article

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

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors at 5 institutions in 3 countries.

Chia-Yen ChenBiogen, Cambridge, MA 02142, USA; Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA 02114, USA; Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA 02114, USA; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA. Electronic address: chiayenc@gmail.com.
Tzu-Ting ChenCenter for Neuropsychiatric Research, National Health Research Institutes, Miaoli 35053, Taiwan.
Yen-Chen Anne FengPsychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA 02114, USA; Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA 02114, USA; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Public Health & Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei 100025, Taiwan; Institute of Health Data Analytics and Statistics, College of Public Health, National Taiwan University, Taipei 100025, Taiwan. Electronic address: ajfeng@ntu.edu.tw.
Mingrui YuAnalytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA 02114, USA; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
Shu-Chin LinCenter for Neuropsychiatric Research, National Health Research Institutes, Miaoli 35053, Taiwan.
Ryan J LongchampsAnalytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA 02114, USA; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
Shi-Heng WangNational Center for Geriatrics and Welfare Research, National Health Research Institutes, Miaoli 35053, Taiwan; Department of Public Health, College of Public Health, China Medical University, Taichung 40678, Taiwan.
Yi-Hsiang HsuMarcus Institute for Aging Research and Harvard Medical School, Boston, MA 02131, USA; Beth Israel Deaconess Medical Center, Boston, MA 02215, USA; Harvard School of Public Health, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
Hwai-I YangGenomics Research Center, Academia Sinica, Taipei 115201, Taiwan; Institute of Clinical Medicine, National Yang-Ming University, Taipei 112304, Taiwan; Doctoral Program of Clinical and Experimental Medicine, National Sun Yat-Sen University, Kaohsiung 80424, Taiwan; Biomedical Translation Research Center, Academia Sinica, Taipei 115021, Taiwan.
Po-Hsiu KuoDepartment of Public Health & Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei 100025, Taiwan; Department of Psychiatry, College of Medicine and National Taiwan University Hospital, Taipei 106319, Taiwan.
Mark J DalyAnalytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA 02114, USA; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Institute for Molecular Medicine Finland FIMM, University of Helsinki, 00014 Helsinki, Finland.
Wei J ChenCenter for Neuropsychiatric Research, National Health Research Institutes, Miaoli 35053, Taiwan; Department of Public Health & Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei 100025, Taiwan; Department of Psychiatry, College of Medicine and National Taiwan University Hospital, Taipei 106319, Taiwan.
Hailiang HuangAnalytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA 02114, USA; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Medicine, Harvard Medical School, Boston, MA 02114, USA. Electronic address: hhuang@atgu.mgh.harvard.edu.
Tian GePsychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA 02114, USA; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA. Electronic address: tge1@mgh.harvard.edu.
Yen-Feng LinCenter for Neuropsychiatric Research, National Health Research Institutes, Miaoli 35053, Taiwan; Department of Public Health & Medical Humanities, School of Medicine, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan; Institute of Behavioral Medicine, College of Medicine, National Cheng Kung University, Tainan 70101, Taiwan. Electronic address: yflin@nhri.edu.tw.
Broad Institute · USNational Health Research Institutes · TWNational Sun Yat-sen University · TWNational Taiwan University · TWNational Yang Ming Chiao Tung University · TW

Funding

Finding Genomic Profiles of COVID-19 Phenotypes from the EHRU01HG008685 · NHGRI · BRIGHAM AND WOMEN'S HOSPITAL · PI ELIZABETH W KARLSON, Matthew S Lebo · 2015 to 2026
$13.6M
Development of Polygenic Risk Scores for Diabetes and Complications across the Life-Span in Populations of Multiple AncestriesU01HG011723 · NHGRI · BROAD INSTITUTE, INC. · PI Alisa Knodle Manning, Josep Maria Mercader · 2021 to 2026
$5.7M
2/7 Psychiatric Genomics Consortium: Finding Actionable VariationU01MH109539 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI DALY, MARK JOSEPH · 2016 to 2020
$4.7M
Improving Methods and Practices for Trans-Ethnic Genetic StudiesR01HG012354 · NHGRI · MASSACHUSETTS GENERAL HOSPITAL · PI Tian Ge · 2023 to 2026
$2.2M
Genetics and gene regulation in the inflammatory bowel diseasesK01DK114379 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI HUANG, HAILIANG · 2017 to 2021
$632k
NHGRI NIH HHS R01 HG012354NHGRI NIH HHS U01 HG008685NHGRI NIH HHS U01 HG011723NIDDK NIH HHS K01 DK114379NIMH NIH HHS U01 MH109539
6 · The paper itself

Abstract

Genome-wide association studies (GWASs) have identified tens of thousands of genetic loci associated with human complex traits. However, the majority of GWASs were conducted in individuals of European ancestries. Failure to capture global genetic diversity has limited genomic discovery and has impeded equitable delivery of genomic knowledge to diverse populations. Here we report findings from 102,900 individuals across 36 human quantitative traits in the Taiwan Biobank (TWB), a major biobank effort that broadens the population diversity of genetic studies in East Asia. We identified 968 novel genetic loci, pinpointed novel causal variants through statistical fine-mapping, compared the genetic architecture across TWB, Biobank Japan, and UK Biobank, and evaluated the utility of cross-phenotype, cross-population polygenic risk scores in disease risk prediction. These results demonstrated the potential to advance discovery through diversifying GWAS populations and provided insights into the common genetic basis of human complex traits in East Asia.

Indexed as

cross-ancestry GWASmulti-polygenic score predictionquantitative traitsTaiwan Biobank

Identifiers

PMID38116116
PMCPMC10726425
OpenAlexW4388735806

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.