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Discovery and prioritization of genetic determinants of kidney function in 297,355 individuals from Taiwan and Japan

Author

Listed:
  • Hung-Lin Chen

    (China Medical University
    China Medical University)

  • Hsiu-Yin Chiang

    (China Medical University
    China Medical University)

  • David Ray Chang

    (China Medical University
    Harvard Medical School)

  • Chi-Fung Cheng

    (China Medical University)

  • Charles C. N. Wang

    (Asia University)

  • Tzu-Pin Lu

    (National Taiwan University)

  • Chien-Yueh Lee

    (National Taipei University of Technology
    National Taipei University of Technology)

  • Amrita Chattopadhyay

    (China Medical University
    National Taiwan University)

  • Yu-Ting Lin

    (China Medical University
    China Medical University)

  • Che-Chen Lin

    (China Medical University)

  • Pei-Tzu Yu

    (China Medical University)

  • Chien-Fong Huang

    (China Medical University)

  • Chieh-Hua Lin

    (China Medical University)

  • Hung-Chieh Yeh

    (China Medical University)

  • I-Wen Ting

    (China Medical University)

  • Huai-Kuang Tsai

    (Academia Sinica)

  • Eric Y. Chuang

    (Industrial Technology Research Institute
    National Taiwan University
    National Taiwan University)

  • Adrienne Tin

    (University of Mississippi Medical Center)

  • Fuu-Jen Tsai

    (China Medical University
    China Medical University
    China Medical University Children’s Hospital
    Asia University)

  • Chin-Chi Kuo

    (China Medical University
    China Medical University
    China Medical University
    China Medical University)

Abstract

Current genome-wide association studies (GWAS) for kidney function lack ancestral diversity, limiting the applicability to broader populations. The East-Asian population is especially under-represented, despite having the highest global burden of end-stage kidney disease. We conducted a meta-analysis of multiple GWASs (n = 244,952) on estimated glomerular filtration rate and a replication dataset (n = 27,058) from Taiwan and Japan. This study identified 111 lead SNPs in 97 genomic risk loci. Functional enrichment analyses revealed that variants associated with F12 gene and a missense mutation in ABCG2 may contribute to chronic kidney disease (CKD) through influencing inflammation, coagulation, and urate metabolism pathways. In independent cohorts from Taiwan (n = 25,345) and the United Kingdom (n = 260,245), polygenic risk scores (PRSs) for CKD significantly stratified the risk of CKD (p

Suggested Citation

  • Hung-Lin Chen & Hsiu-Yin Chiang & David Ray Chang & Chi-Fung Cheng & Charles C. N. Wang & Tzu-Pin Lu & Chien-Yueh Lee & Amrita Chattopadhyay & Yu-Ting Lin & Che-Chen Lin & Pei-Tzu Yu & Chien-Fong Huan, 2024. "Discovery and prioritization of genetic determinants of kidney function in 297,355 individuals from Taiwan and Japan," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-53516-7
    DOI: 10.1038/s41467-024-53516-7
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    References listed on IDEAS

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    1. Claudia Giambartolomei & Damjan Vukcevic & Eric E Schadt & Lude Franke & Aroon D Hingorani & Chris Wallace & Vincent Plagnol, 2014. "Bayesian Test for Colocalisation between Pairs of Genetic Association Studies Using Summary Statistics," PLOS Genetics, Public Library of Science, vol. 10(5), pages 1-15, May.
    2. Konrad J. Karczewski & Laurent C. Francioli & Grace Tiao & Beryl B. Cummings & Jessica Alföldi & Qingbo Wang & Ryan L. Collins & Kristen M. Laricchia & Andrea Ganna & Daniel P. Birnbaum & Laura D. Gau, 2020. "The mutational constraint spectrum quantified from variation in 141,456 humans," Nature, Nature, vol. 581(7809), pages 434-443, May.
    3. Christiaan A de Leeuw & Joris M Mooij & Tom Heskes & Danielle Posthuma, 2015. "MAGMA: Generalized Gene-Set Analysis of GWAS Data," PLOS Computational Biology, Public Library of Science, vol. 11(4), pages 1-19, April.
    4. Clare Bycroft & Colin Freeman & Desislava Petkova & Gavin Band & Lloyd T. Elliott & Kevin Sharp & Allan Motyer & Damjan Vukcevic & Olivier Delaneau & Jared O’Connell & Adrian Cortes & Samantha Welsh &, 2018. "The UK Biobank resource with deep phenotyping and genomic data," Nature, Nature, vol. 562(7726), pages 203-209, October.
    5. Kyoko Watanabe & Erdogan Taskesen & Arjen Bochoven & Danielle Posthuma, 2017. "Functional mapping and annotation of genetic associations with FUMA," Nature Communications, Nature, vol. 8(1), pages 1-11, December.
    6. Andrew P. Morris & Thu H. Le & Haojia Wu & Artur Akbarov & Peter J. van der Most & Gibran Hemani & George Davey Smith & Anubha Mahajan & Kyle J. Gaulton & Girish N. Nadkarni & Adan Valladares-Salgado , 2019. "Trans-ethnic kidney function association study reveals putative causal genes and effects on kidney-specific disease aetiologies," Nature Communications, Nature, vol. 10(1), pages 1-14, December.
    7. Kira J. Stanzick & Yong Li & Pascal Schlosser & Mathias Gorski & Matthias Wuttke & Laurent F. Thomas & Humaira Rasheed & Bryce X. Rowan & Sarah E. Graham & Brett R. Vanderweff & Snehal B. Patil & Cass, 2021. "Discovery and prioritization of variants and genes for kidney function in >1.2 million individuals," Nature Communications, Nature, vol. 12(1), pages 1-17, December.
    8. Ting-Hsuan Sun & Chia-Chun Wang & Ting-Yuan Liu & Shih-Chang Lo & Yi-Xuan Huang & Shang-Yu Chien & Yu-De Chu & Fuu-Jen Tsai & Kai-Cheng Hsu, 2024. "Utility of polygenic scores across diverse diseases in a hospital cohort for predictive modeling," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
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