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Mapping variants in thyroid hormone transporter MCT8 to disease severity by genomic, phenotypic, functional, structural and deep learning integration

Author

Listed:
  • Stefan Groeneweg

    (Erasmus Medical Centre)

  • Ferdy S. Geest

    (Erasmus Medical Centre)

  • Mariano Martín

    (National University of Córdoba
    The Barcelona Institute of Science and Technology)

  • Mafalda Dias

    (Harvard Medical School
    Spain Universitat Pompeu Fabra (UPF))

  • Jonathan Frazer

    (Harvard Medical School
    Spain Universitat Pompeu Fabra (UPF))

  • Carolina Medina-Gomez

    (Erasmus University Medical Center)

  • Rosalie B. T. M. Sterenborg

    (Erasmus Medical Centre
    Radboud University Medical Center)

  • Hao Wang

    (University of California San Diego)

  • Anna Dolcetta-Capuzzo

    (Erasmus Medical Centre)

  • Linda J. Rooij

    (Erasmus Medical Centre)

  • Alexander Teumer

    (University Medicine Greifswald
    Partner Site Greifswald)

  • Ayhan Abaci

    (Dokuz Eylul University)

  • Erica L. T. Akker

    (Erasmus Medical Centre -Sophia Children’s Hospital)

  • Gautam P. Ambegaonkar

    (Cambridge University Hospitals NHS Foundation Trust)

  • Christine M. Armour

    (University of Ottawa)

  • Iiuliu Bacos

    (Centrul Medical Dr. Bacos Cosma)

  • Priyanka Bakhtiani

    (University of Louisville
    Childrens Hospital Los Angeles)

  • Diana Barca

    (Paediatric Neurology Discipline II)

  • Andrew J. Bauer

    (Children’s Hospital of Philadelphia)

  • Sjoerd A. A. Berg

    (Erasmus Medical Center)

  • Amanda Berge

    (Erasmus Medical Centre)

  • Enrico Bertini

    (Bambino Gesu’ Children’s Research Hospital IRCCS)

  • Ingrid M. Beynum

    (Erasmus Medical Centre - Sophia Children’s Hospital)

  • Nicola Brunetti-Pierri

    (Federico II University
    Telethon Institute of Genetics and Medicine (TIGEM)
    University of Naples Federico II)

  • Doris Brunner

    (Gottfried Preyer’s Children Hospital)

  • Marco Cappa

    (IRCCS)

  • Gerarda Cappuccio

    (Federico II University
    Neurological Research Institute and Baylor College of Medicine)

  • Barbara Castellotti

    (Fondazione IRCCS Istituto Neurologico Carlo Besta)

  • Claudia Castiglioni

    (Universidad Finis Terrae)

  • Krishna Chatterjee

    (University of Cambridge)

  • Alexander Chesover

    (University of Toronto
    Great Ormond Street Hospital for Children)

  • Peter Christian

    (East Kent Hospitals University NHS Foundation Trust)

  • Jet Coenen-van der Spek

    (Radboud University Medical Center (Radboudumc))

  • Irenaeus F. M. Coo

    (MHeNs School for Mental Health and Neuroscience)

  • Regis Coutant

    (University Hospital)

  • Dana Craiu

    (Paediatric Neurology Discipline II)

  • Patricia Crock

    (University of Newcastle)

  • Christian DeGoede

    (Lancashire Teaching Hospitals NHS Trust)

  • Korcan Demir

    (Dokuz Eylul University)

  • Cheyenne Dewey

    (MultiCare Health System)

  • Alice Dica

    (Paediatric Neurology Discipline II)

  • Paul Dimitri

    (Western Bank)

  • Marjolein H. G. Dremmen

    (Erasmus Medical Centre – Sophia’s Children Hospital)

  • Rachana Dubey

    (Medanta Superspeciality Hospital)

  • Anina Enderli

    (University of Zurich)

  • Jan Fairchild

    (Women’s and Children’s Hospital)

  • Jonathan Gallichan

    (Plymouth Hospitals NHS Trust)

  • Luigi Garibaldi

    (UPMC Children’s Hospital of Pittsburgh)

  • Belinda George

    (St. John’s Medical College Hospital)

  • Evelien F. Gevers

    (Queen Mary University of London)

  • Erin Greenup

    (University of Alabama at Birmingham
    Orlando Health Arnold Palmer Hospital for Children)

  • Annette Hackenberg

    (University of Zurich)

  • Zita Halász

    (Semmelweis University Budapest)

  • Bianka Heinrich

    (University of Zurich)

  • Anna C. Hurst

    (University of Alabama at Birmingham)

  • Tony Huynh

    (South Brisbane)

  • Amber R. Isaza

    (Children’s Hospital of Philadelphia)

  • Anna Klosowska

    (Medical University of Gdańsk)

  • Marieke M. Knoop

    (Erasmus Medical Centre)

  • Daniel Konrad

    (University of Zurich)

  • David A. Koolen

    (Radboud University Medical Center (Radboudumc))

  • Heiko Krude

    (Charité-Universitätsmedizin Berlin)

  • Abhishek Kulkarni

    (SRCC Children’s Hospital)

  • Alexander Laemmle

    (University Hospital Bern)

  • Stephen H. LaFranchi

    (Oregon Health & Sciences University)

  • Amy Lawson-Yuen

    (MultiCare Health System
    Kaiser Permanente Washington)

  • Jan Lebl

    (University Hospital Motol)

  • Selmar Leeuwenburgh

    (Erasmus Medical Centre)

  • Michaela Linder-Lucht

    (University Hospital Freiburg)

  • Anna López Martí

    (Erasmus Medical Centre)

  • Cláudia F. Lorea

    (Teaching Hospital of Universidade Federal de Pelotas
    Federal University of Rio Grande do Sul)

  • Charles M. Lourenço

    (Faculdade de Medicina de São José do Rio Preto
    Personalized Medicine area -Special Education Sector at DLE/Grupo Pardini)

  • Roelineke J. Lunsing

    (University of Groningen)

  • Greta Lyons

    (University of Cambridge)

  • Jana Krenek Malikova

    (University Hospital Motol)

  • Edna E. Mancilla

    (Children’s Hospital of Philadelphia)

  • Kenneth L. McCormick

    (University of Alabama at Birmingham)

  • Anne McGowan

    (University of Cambridge)

  • Veronica Mericq

    (Clinica Las Condes)

  • Felipe Monti Lora

    (Sabara Children’s Hospital)

  • Carla Moran

    (University of Cambridge)

  • Katalin E. Muller

    (Heim Pal National Pediatric Institute)

  • Lindsey E. Nicol

    (Oregon Health & Sciences University)

  • Isabelle Oliver-Petit

    (Toulouse University Hospital)

  • Laura Paone

    (IRCCS)

  • Praveen G. Paul

    (Christian Medical College)

  • Michel Polak

    (Université de Paris Cité)

  • Francesco Porta

    (University of Torino)

  • Fabiano O. Poswar

    (Hospital de Clínicas de Porto Alegre)

  • Christina Reinauer

    (Medical Faculty)

  • Klara Rozenkova

    (University Hospital Motol)

  • Rowen Seckold

    (University of Newcastle)

  • Tuba Seven Menevse

    (Marmara University School of Medicine Department of Pediatric Endocrinology)

  • Peter Simm

    (Royal Children’s Hospital/University of Melbourne)

  • Anna Simon

    (Christian Medical College)

  • Yogen Singh

    (Cambridge University Hospitals NHS Foundation Trust
    University of California - UC Davis Children’s Hospital)

  • Marco Spada

    (University of Torino)

  • Milou A. M. Stals

    (Erasmus Medical Centre)

  • Merel T. Stegenga

    (Erasmus Medical Centre)

  • Athanasia Stoupa

    (Université de Paris Cité)

  • Gopinath M. Subramanian

    (University of Newcastle)

  • Lilla Szeifert

    (Semmelweis University Budapest)

  • Davide Tonduti

    (V. Buzzi Children’s Hospital
    Università degli Studi di Milano)

  • Serap Turan

    (Marmara University School of Medicine Department of Pediatric Endocrinology)

  • Joel Vanderniet

    (University of Newcastle)

  • Adri Walt

    (Private paediatric Neurology practice Dr A van der Walt)

  • Jean-Louis Wémeau

    (University of Lille)

  • Anne-Marie Wermeskerken

    (Flevoziekenhuis)

  • Jolanta Wierzba

    (Medical University of Gdańsk)

  • Marie-Claire Y. Wit

    (Erasmus Medical Centre)

  • Nicole I. Wolf

    (Vrije Universiteit Amsterdam
    Cellular & Molecular Mechanisms)

  • Michael Wurm

    (Campus St. Hedwig)

  • Federica Zibordi

    (Istituto Neurologico Carlo Besta)

  • Amnon Zung

    (Rehovot and the Hebrew University of Jerusalem)

  • Nitash Zwaveling-Soonawala

    (University of Amsterdam)

  • Fernando Rivadeneira

    (Erasmus University Medical Center)

  • Marcel E. Meima

    (Erasmus Medical Centre)

  • Debora S. Marks

    (Harvard Medical School)

  • Juan P. Nicola

    (National University of Córdoba)

  • Chi-Hua Chen

    (University of California San Diego)

  • Marco Medici

    (Erasmus Medical Centre)

  • W. Edward Visser

    (Erasmus Medical Centre)

Abstract

Predicting and quantifying phenotypic consequences of genetic variants in rare disorders is a major challenge, particularly pertinent for ‘actionable’ genes such as thyroid hormone transporter MCT8 (encoded by the X-linked SLC16A2 gene), where loss-of-function (LoF) variants cause a rare neurodevelopmental and (treatable) metabolic disorder in males. The combination of deep phenotyping data with functional and computational tests and with outcomes in population cohorts, enabled us to: (i) identify the genetic aetiology of divergent clinical phenotypes of MCT8 deficiency with genotype-phenotype relationships present across survival and 24 out of 32 disease features; (ii) demonstrate a mild phenocopy in ~400,000 individuals with common genetic variants in MCT8; (iii) assess therapeutic effectiveness, which did not differ among LoF-categories; (iv) advance structural insights in normal and mutated MCT8 by delineating seven critical functional domains; (v) create a pathogenicity-severity MCT8 variant classifier that accurately predicted pathogenicity (AUC:0.91) and severity (AUC:0.86) for 8151 variants. Our information-dense mapping provides a generalizable approach to advance multiple dimensions of rare genetic disorders.

Suggested Citation

  • Stefan Groeneweg & Ferdy S. Geest & Mariano Martín & Mafalda Dias & Jonathan Frazer & Carolina Medina-Gomez & Rosalie B. T. M. Sterenborg & Hao Wang & Anna Dolcetta-Capuzzo & Linda J. Rooij & Alexande, 2025. "Mapping variants in thyroid hormone transporter MCT8 to disease severity by genomic, phenotypic, functional, structural and deep learning integration," Nature Communications, Nature, vol. 16(1), pages 1-21, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-56628-w
    DOI: 10.1038/s41467-025-56628-w
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