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Missense variants in FRS3 affect body mass index in populations of diverse ancestries

Author

Listed:
  • Andrea B. Jonsdottir

    (deCODE genetics/Amgen Inc.
    University of Iceland)

  • Gardar Sveinbjornsson

    (deCODE genetics/Amgen Inc.)

  • Rosa B. Thorolfsdottir

    (deCODE genetics/Amgen Inc.)

  • Max Tamlander

    (University of Helsinki)

  • Vinicius Tragante

    (deCODE genetics/Amgen Inc.)

  • Thorhildur Olafsdottir

    (deCODE genetics/Amgen Inc.)

  • Solvi Rognvaldsson

    (deCODE genetics/Amgen Inc.)

  • Asgeir Sigurdsson

    (deCODE genetics/Amgen Inc.)

  • Hannes P. Eggertsson

    (deCODE genetics/Amgen Inc.)

  • Hildur M. Aegisdottir

    (deCODE genetics/Amgen Inc.
    University of Iceland)

  • David O. Arnar

    (deCODE genetics/Amgen Inc.
    University of Iceland
    Landspitali - The National University Hospital of Iceland)

  • Karina Banasik

    (University of Copenhagen)

  • Doruk Beyter

    (deCODE genetics/Amgen Inc.)

  • Ragnar G. Bjarnason

    (University of Iceland
    Landspitali - The National University Hospital of Iceland)

  • Gyda Bjornsdottir

    (deCODE genetics/Amgen Inc.)

  • Søren Brunak

    (University of Copenhagen)

  • Mie Topholm Bruun

    (Odense University Hospital)

  • Joseph Dowsett

    (Copenhagen University Hospital, Rigshospitalet)

  • Eythor Einarsson

    (deCODE genetics/Amgen Inc.)

  • Gudmundur Einarsson

    (deCODE genetics/Amgen Inc.)

  • Christian Erikstrup

    (Aarhus University Hospital
    Aarhus University)

  • Run Fridriksdottir

    (deCODE genetics/Amgen Inc.)

  • Jonas Ghouse

    (Copenhagen University Hospital, Rigshospitalet)

  • Solveig Gretarsdottir

    (deCODE genetics/Amgen Inc.)

  • Gisli H. Halldorsson

    (deCODE genetics/Amgen Inc.
    University of Iceland)

  • Torben Hansen

    (University of Copenhagen)

  • Anna Helgadottir

    (deCODE genetics/Amgen Inc.)

  • Peter C. Holm

    (University of Copenhagen)

  • Erna V. Ivarsdottir

    (deCODE genetics/Amgen Inc.)

  • Kasper Karmark Iversen

    (Copenhagen University Hospital, Herlev and Gentofte Hospital
    University of Copenhagen
    Copenhagen University Hospital, Herlev and Gentofte Hospital)

  • Bitten Aagaard Jensen

    (Aalborg University Hospital)

  • Ingileif Jonsdottir

    (deCODE genetics/Amgen Inc.
    University of Iceland)

  • Stacey Knight

    (Intermountain Heart Institute)

  • Kirk U. Knowlton

    (Intermountain Heart Institute
    University of Utah)

  • Snaedis Kristmundsdottir

    (deCODE genetics/Amgen Inc.)

  • Adalheidur E. Larusdottir

    (deCODE genetics/Amgen Inc.
    University of Iceland)

  • Olafur Th. Magnusson

    (deCODE genetics/Amgen Inc.)

  • Gisli Masson

    (deCODE genetics/Amgen Inc.)

  • Pall Melsted

    (deCODE genetics/Amgen Inc.
    University of Iceland)

  • Christina Mikkelsen

    (Copenhagen University Hospital, Rigshospitalet
    University of Copenhagen)

  • Kristjan H. S. Moore

    (deCODE genetics/Amgen Inc.)

  • Asmundur Oddsson

    (deCODE genetics/Amgen Inc.)

  • Pall I. Olason

    (deCODE genetics/Amgen Inc.)

  • Frosti Palsson

    (deCODE genetics/Amgen Inc.)

  • Ole Birger Pedersen

    (University of Copenhagen
    Zealand University Hospital)

  • Michael Schwinn

    (Copenhagen University Hospital, Rigshospitalet)

  • Emil L. Sigurdsson

    (University of Iceland
    Primary Health Care of the Capital Area)

  • Aron Skaftason

    (deCODE genetics/Amgen Inc.)

  • Lilja Stefansdottir

    (deCODE genetics/Amgen Inc.)

  • Hreinn Stefansson

    (deCODE genetics/Amgen Inc.)

  • Thora Steingrimsdottir

    (University of Iceland
    Landspitali – The National University Hospital of Iceland)

  • Arni Sturluson

    (deCODE genetics/Amgen Inc.)

  • Unnur Styrkarsdottir

    (deCODE genetics/Amgen Inc.)

  • Erik Sørensen

    (Copenhagen University Hospital, Rigshospitalet)

  • Unnur D. Teitsdottir

    (deCODE genetics/Amgen Inc.)

  • Thorgeir E. Thorgeirsson

    (deCODE genetics/Amgen Inc.)

  • Gudmundur A. Thorisson

    (deCODE genetics/Amgen Inc.)

  • Unnur Thorsteinsdottir

    (deCODE genetics/Amgen Inc.)

  • Magnus O. Ulfarsson

    (deCODE genetics/Amgen Inc.
    University of Iceland)

  • Henrik Ullum

    (Statens Serum Institut)

  • Arnor Vikingsson

    (Landspitali - The National University Hospital of Iceland)

  • G. Bragi Walters

    (deCODE genetics/Amgen Inc.)

  • Lincoln D. Nadauld

    (Intermountain Healthcare)

  • Henning Bundgaard

    (Copenhagen University Hospital, Rigshospitalet
    University of Copenhagen)

  • Sisse Rye Ostrowski

    (Copenhagen University Hospital, Rigshospitalet
    University of Copenhagen)

  • Agnar Helgason

    (deCODE genetics/Amgen Inc.
    University of Iceland)

  • Bjarni V. Halldorsson

    (deCODE genetics/Amgen Inc.
    Reykjavik University)

  • Gudmundur L. Norddahl

    (deCODE genetics/Amgen Inc.)

  • Samuli Ripatti

    (University of Helsinki
    University of Helsinki
    Broad Institute of MIT and Harvard)

  • Daniel F. Gudbjartsson

    (deCODE genetics/Amgen Inc.
    University of Iceland)

  • Gudmar Thorleifsson

    (deCODE genetics/Amgen Inc.)

  • Valgerdur Steinthorsdottir

    (deCODE genetics/Amgen Inc.)

  • Hilma Holm

    (deCODE genetics/Amgen Inc.)

  • Patrick Sulem

    (deCODE genetics/Amgen Inc.)

  • Kari Stefansson

    (deCODE genetics/Amgen Inc.
    University of Iceland)

Abstract

Obesity is associated with adverse effects on health and quality of life. Improved understanding of its underlying pathophysiology is essential for developing counteractive measures. To search for sequence variants with large effects on BMI, we perform a multi-ancestry meta-analysis of 13 genome-wide association studies on BMI, including data derived from 1,534,555 individuals of European ancestry, 339,657 of Asian ancestry, and 130,968 of African ancestry. We identify an intergenic 262,760 base pair deletion at the MC4R locus that associates with 4.11 kg/m2 higher BMI per allele, likely through downregulation of MC4R. Moreover, a rare FRS3 missense variant, p.Glu115Lys, only found in individuals from Finland, associates with 1.09 kg/m2 lower BMI per allele. We also detect three other low-frequency FRS3 missense variants that associate with BMI with smaller effects and are enriched in different ancestries. We characterize FRS3 as a BMI-associated gene, encoding an adaptor protein known to act downstream of BDNF and TrkB, which regulate appetite, food intake, and energy expenditure through unknown signaling pathways. The work presented here contributes to the biological foundation of obesity by providing a convincing downstream component of the BDNF-TrkB pathway, which could potentially be targeted for obesity treatment.

Suggested Citation

  • Andrea B. Jonsdottir & Gardar Sveinbjornsson & Rosa B. Thorolfsdottir & Max Tamlander & Vinicius Tragante & Thorhildur Olafsdottir & Solvi Rognvaldsson & Asgeir Sigurdsson & Hannes P. Eggertsson & Hil, 2025. "Missense variants in FRS3 affect body mass index in populations of diverse ancestries," Nature Communications, Nature, vol. 16(1), pages 1-16, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-57753-2
    DOI: 10.1038/s41467-025-57753-2
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    References listed on IDEAS

    as
    1. Jie Huang & Jennifer E. Huffman & Yunfeng Huang & Ítalo Valle & Themistocles L. Assimes & Sridharan Raghavan & Benjamin F. Voight & Chang Liu & Albert-László Barabási & Rose D. L. Huang & Qin Hui & Xu, 2022. "Genomics and phenomics of body mass index reveals a complex disease network," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    2. Gudmundur Einarsson & Gudmar Thorleifsson & Valgerdur Steinthorsdottir & Florian Zink & Hannes Helgason & Thorhildur Olafsdottir & Solvi Rognvaldsson & Vinicius Tragante & Magnus O. Ulfarsson & Gardar, 2024. "Sequence variants associated with BMI affect disease risk through BMI itself," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
    3. Putianqi Wang & Ken H. Loh & Michelle Wu & Donald A. Morgan & Marc Schneeberger & Xiaofei Yu & Jingyi Chi & Christin Kosse & Damian Kim & Kamal Rahmouni & Paul Cohen & Jeffrey Friedman, 2020. "A leptin–BDNF pathway regulating sympathetic innervation of adipose tissue," Nature, Nature, vol. 583(7818), pages 839-844, July.
    4. Bjarni V. Halldorsson & Hannes P. Eggertsson & Kristjan H. S. Moore & Hannes Hauswedell & Ogmundur Eiriksson & Magnus O. Ulfarsson & Gunnar Palsson & Marteinn T. Hardarson & Asmundur Oddsson & Brynjar, 2022. "The sequences of 150,119 genomes in the UK Biobank," Nature, Nature, vol. 607(7920), pages 732-740, July.
    5. Hannes P. Eggertsson & Snaedis Kristmundsdottir & Doruk Beyter & Hakon Jonsson & Astros Skuladottir & Marteinn T. Hardarson & Daniel F. Gudbjartsson & Kari Stefansson & Bjarni V. Halldorsson & Pall Me, 2019. "GraphTyper2 enables population-scale genotyping of structural variation using pangenome graphs," Nature Communications, Nature, vol. 10(1), pages 1-8, December.
    6. Siwei Chen & Laurent C. Francioli & Julia K. Goodrich & Ryan L. Collins & Masahiro Kanai & Qingbo Wang & Jessica Alföldi & Nicholas A. Watts & Christopher Vittal & Laura D. Gauthier & Timothy Poterba , 2024. "A genomic mutational constraint map using variation in 76,156 human genomes," Nature, Nature, vol. 625(7993), pages 92-100, January.
    7. Grimur Hjorleifsson Eldjarn & Egil Ferkingstad & Sigrun H. Lund & Hannes Helgason & Olafur Th. Magnusson & Kristbjorg Gunnarsdottir & Thorunn A. Olafsdottir & Bjarni V. Halldorsson & Pall I. Olason & , 2023. "Large-scale plasma proteomics comparisons through genetics and disease associations," Nature, Nature, vol. 622(7982), pages 348-358, October.
    8. Siwei Chen & Laurent C. Francioli & Julia K. Goodrich & Ryan L. Collins & Masahiro Kanai & Qingbo Wang & Jessica Alföldi & Nicholas A. Watts & Christopher Vittal & Laura D. Gauthier & Timothy Poterba , 2024. "Author Correction: A genomic mutational constraint map using variation in 76,156 human genomes," Nature, Nature, vol. 626(7997), pages 1-1, February.
    9. Øyvind Helgeland & Marc Vaudel & Petur B. Juliusson & Oddgeir Lingaas Holmen & Julius Juodakis & Jonas Bacelis & Bo Jacobsson & Haakon Lindekleiv & Kristian Hveem & Rolv Terje Lie & Gun Peggy Knudsen , 2019. "Genome-wide association study reveals dynamic role of genetic variation in infant and early childhood growth," Nature Communications, Nature, vol. 10(1), pages 1-10, December.
    10. repec:plo:pmed00:1001779 is not listed on IDEAS
    11. Iosif Lazaridis & Nick Patterson & Alissa Mittnik & Gabriel Renaud & Swapan Mallick & Karola Kirsanow & Peter H. Sudmant & Joshua G. Schraiber & Sergi Castellano & Mark Lipson & Bonnie Berger & Christ, 2014. "Ancient human genomes suggest three ancestral populations for present-day Europeans," Nature, Nature, vol. 513(7518), pages 409-413, September.
    12. Patrick Sweeney & Yunlei Yang, 2015. "An excitatory ventral hippocampus to lateral septum circuit that suppresses feeding," Nature Communications, Nature, vol. 6(1), pages 1-11, December.
    13. Mitja I. Kurki & Juha Karjalainen & Priit Palta & Timo P. Sipilä & Kati Kristiansson & Kati M. Donner & Mary P. Reeve & Hannele Laivuori & Mervi Aavikko & Mari A. Kaunisto & Anu Loukola & Elisa Lahtel, 2023. "FinnGen provides genetic insights from a well-phenotyped isolated population," Nature, Nature, vol. 613(7944), pages 508-518, January.
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