Evidence map›Paper›PMID 40075072›Full record

ArticleNature communications2025

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

Stefan Groeneweg, Ferdy S van Geest, Mariano Martín, Mafalda Dias, Jonathan Frazer, Carolina Medina-Gomez, Rosalie B T M Sterenborg, Hao Wang, Anna Dolcetta-Capuzzo, Linda J de Rooij and 112 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–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

4 citing papers in PubMed.

  1. Thyrotoxicosis in MCT8 deficiency.The Journal of clinical endocrinology and metabolism · 2026
    Review
  2. Review
  3. Article
  4. Article
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

122 authors.

Stefan Groeneweg *Academic Center for Thyroid Diseases, Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands.
Ferdy S van Geest *Academic Center for Thyroid Diseases, Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands.ORCID http://orcid.org/0000-0002-6960-5775
Mariano MartínDepartment of Clinical Biochemistry (CIBICI-CONICET), Faculty of Chemical Sciences, National University of Córdoba, Córdoba, Argentina.
Mafalda DiasDepartment of Systems Biology, Harvard Medical School, Boston, MA, USA.ORCID http://orcid.org/0000-0002-1804-8542
Jonathan FrazerDepartment of Systems Biology, Harvard Medical School, Boston, MA, USA.
Carolina Medina-GomezDepartment of Internal Medicine, Erasmus University Medical Center, Rotterdam, The Netherlands.ORCID http://orcid.org/0000-0001-7999-5538
Rosalie B T M SterenborgAcademic Center for Thyroid Diseases, Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands.ORCID http://orcid.org/0000-0003-4758-9185
Hao WangCenter for Multimodal Imaging and Genetics, University of California San Diego, La Jolla, CA, USA.ORCID http://orcid.org/0000-0002-1518-9702
Anna Dolcetta-CapuzzoAcademic Center for Thyroid Diseases, Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands.
Linda J de RooijAcademic Center for Thyroid Diseases, Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands.
Alexander TeumerDepartment of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany.ORCID http://orcid.org/0000-0002-8309-094X
Ayhan AbaciDivision of Pediatric Endocrinology, Faculty of Medicine, Dokuz Eylul University, İzmir, Turkey.
Erica L T van den AkkerDepartment of Paediatrics, Division of Endocrinology, Erasmus Medical Centre -Sophia Children's Hospital, Rotterdam, The Netherlands.
Gautam P AmbegaonkarDepartment of Paediatric Neurology, Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
Christine M ArmourRegional Genetics Program, Children's Hospital of Eastern Ontario and Children's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, ON, Canada.
Iiuliu BacosCentrul Medical Dr. Bacos Cosma, Timisoara, Romania.
Priyanka BakhtianiUniversity of Louisville, Louisville, KY, USA.
Diana BarcaCarol Davila University of Medicine, Department of Clinical Neurosciences, Paediatric Neurology Discipline II, Bucharest, Romania.
Andrew J BauerDivision of Endocrinology and Diabetes, Children's Hospital of Philadelphia, Philadelphia, PA, USA.ORCID http://orcid.org/0000-0002-3952-881X
Sjoerd A A van den BergDiagnostic Laboratory for Endocrinology, Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands.
Amanda van den BergeAcademic Center for Thyroid Diseases, Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands.
Enrico BertiniUnit of Neuromuscular and Neurodegenerative Disorders, Bambino Gesu' Children's Research Hospital IRCCS, Rome, Italy.ORCID http://orcid.org/0000-0001-9276-4590
Ingrid M van BeynumDepartment of Pediatrics, Division of Pediatric Cardiology, Erasmus Medical Centre - Sophia Children's Hospital, Rotterdam, The Netherlands.
Nicola Brunetti-PierriDepartment of Translational Medicine, Federico II University, 80131, Naples, Italy.ORCID http://orcid.org/0000-0002-6895-8819
Doris BrunnerGottfried Preyer's Children Hospital, Vienna, Austria.
Marco CappaResearch Area for Innovative Therapies in Endocrinopathies, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy.
Gerarda CappuccioDepartment of Translational Medicine, Federico II University, 80131, Naples, Italy.
Barbara CastellottiUnit of Medical Genetics and Neurogenetics, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy.
Claudia CastiglioniDepartment of Neurology, Clinica Meds, School of Medicine, Universidad Finis Terrae, Santiago, Chile.ORCID http://orcid.org/0000-0002-1981-7550
Krishna ChatterjeeWellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0002-2654-8854
Alexander ChesoverDivision of Endocrinology, The Hospital for Sick Children and Department of Paediatrics, University of Toronto, Toronto, M5G 1×8, Canada.ORCID http://orcid.org/0000-0002-6280-5053
Peter ChristianEast Kent Hospitals University NHS Foundation Trust, Ashford, UK.ORCID http://orcid.org/0000-0002-3545-0111
Jet Coenen-van der SpekDepartment of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center (Radboudumc), Nijmegen, The Netherlands.ORCID http://orcid.org/0000-0002-4470-0864
Irenaeus F M de CooDepartment of Toxicogenomics, Unit Clinical Genomics, Maastricht University, MHeNs School for Mental Health and Neuroscience, Maastricht, The Netherlands.
Regis CoutantDepartment of Pediatric Endocrinology and Diabetology, University Hospital, Angers, France.
Dana CraiuCarol Davila University of Medicine, Department of Clinical Neurosciences, Paediatric Neurology Discipline II, Bucharest, Romania.
Patricia CrockJohn Hunter Children's Hospital, Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, Australia.
Christian DeGoedeDepartment of Paediatric Neurology, Clinical Research Facility, Lancashire Teaching Hospitals NHS Trust, Lancashire, UK.ORCID http://orcid.org/0000-0001-7772-5972
Korcan DemirDivision of Pediatric Endocrinology, Faculty of Medicine, Dokuz Eylul University, İzmir, Turkey.ORCID http://orcid.org/0000-0002-8334-2422
Cheyenne DeweyGenomics Institute Mary Bridge Children's Hospital, MultiCare Health System, Tacoma, WA, USA.
Alice DicaCarol Davila University of Medicine, Department of Clinical Neurosciences, Paediatric Neurology Discipline II, Bucharest, Romania.
Paul DimitriThe Department of Oncology and Metabolism, The University of Sheffield, Western Bank, Sheffield, S10, 2TH, UK.ORCID http://orcid.org/0000-0001-7625-6713
Marjolein H G DremmenDivision of Paediatric Radiology, Erasmus Medical Centre - Sophia's Children Hospital, Rotterdam, The Netherlands.
Rachana DubeyMedanta Superspeciality Hospital, Indore, India.
Anina EnderliDepartment of Neuropediatrics, University Children's Hospital, University of Zurich, Zurich, Switzerland.
Jan FairchildDepartment of Diabetes and Endocrinology, Women's and Children's Hospital, North Adelaide, 5066, South Australia, Australia.
Jonathan GallichanPlymouth Hospitals NHS Trust, Plymouth, UK.
Luigi GaribaldiUPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, USA.
Belinda GeorgeDepartment of Endocrinology, St. John's Medical College Hospital, Bengaluru, India.
Evelien F GeversCentre for Endocrinology, William Harvey Research institute, Queen Mary University of London, London, UK.
Erin GreenupDepartment of Pediatrics, Division of Pediatric Endocrinology, University of Alabama at Birmingham, Birmingham, AL, USA.ORCID http://orcid.org/0000-0002-5491-0101
Annette HackenbergDepartment of Neuropediatrics, University Children's Hospital, University of Zurich, Zurich, Switzerland.
Zita HalászPediatric Center, Semmelweis University Budapest, Budapest, Hungary.
Bianka HeinrichDepartment of Neuropediatrics, University Children's Hospital, University of Zurich, Zurich, Switzerland.
Anna C HurstDepartment of Genetics, University of Alabama at Birmingham, Birmingham, AL, USA.ORCID http://orcid.org/0000-0002-9765-9703
Tony HuynhDepartment of Endocrinology & Diabetes, Queensland Children's Hospital, South Brisbane, Queensland, Australia.ORCID http://orcid.org/0000-0002-7909-3670
Amber R IsazaDivision of Endocrinology and Diabetes, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Anna KlosowskaDepartment of Pediatrics, Hematology and Oncology, Medical University of Gdańsk, Gdańsk, Poland.
Marieke M van der KnoopDepartment of Paediatric Neurology, Erasmus Medical Centre, Rotterdam, The Netherlands.
Daniel KonradDivision of Pediatric Endocrinology and Diabetology and Children's Research Center, University Children's Hospital, University of Zurich, Zurich, Switzerland.ORCID http://orcid.org/0000-0001-9067-4356
David A KoolenDepartment of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center (Radboudumc), Nijmegen, The Netherlands.ORCID http://orcid.org/0000-0002-2152-4626
Heiko KrudeInstitute of Experimental Paediatric Endocrinology, Charité-Universitätsmedizin Berlin, Berlin, Germany.
Abhishek KulkarniDepartment of Paediatric Endocrinology, SRCC Children's Hospital, Mumbai, India.
Alexander LaemmleInstitute of Clinical Chemistry and Department of Pediatrics, Inselspital, University Hospital Bern, Bern, Switzerland.ORCID http://orcid.org/0000-0001-9191-1886
Stephen H LaFranchiDepartment of Pediatrics, Doernbecher Children's Hospital, Oregon Health & Sciences University, Portland, OR, USA.
Amy Lawson-YuenGenomics Institute Mary Bridge Children's Hospital, MultiCare Health System, Tacoma, WA, USA.ORCID http://orcid.org/0000-0003-3143-9940
Jan LeblDepartment of Paediatrics, Second Faculty of Medicine, Charles University, University Hospital Motol, Prague, Czech Republic.ORCID http://orcid.org/0000-0002-3365-5375
Selmar LeeuwenburghAcademic Center for Thyroid Diseases, Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands.
Michaela Linder-LuchtDivision of Neuropediatrics and Muscular Disorders, Department of Pediatrics and Adolescent Medicine, University Hospital Freiburg, Freiburg, Germany.
Anna López MartíAcademic Center for Thyroid Diseases, Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands.
Cláudia F LoreaTeaching Hospital of Universidade Federal de Pelotas, Pelotas, Brazil.
Charles M LourençoNational Reference Center for Rare Diseases, Faculdade de Medicina de São José do Rio Preto, São José do Rio Preto, Brazil.
Roelineke J LunsingDepartment of Child Neurology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
Greta LyonsWellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, UK.
Jana Krenek MalikovaDepartment of Paediatrics, Second Faculty of Medicine, Charles University, University Hospital Motol, Prague, Czech Republic.
Edna E MancillaDivision of Endocrinology and Diabetes, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Kenneth L McCormickDepartment of Pediatrics, Division of Pediatric Endocrinology, University of Alabama at Birmingham, Birmingham, AL, USA.ORCID http://orcid.org/0000-0003-3762-0572
Anne McGowanWellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, UK.
Veronica MericqInstitute of Maternal and Child Research, University of Chile, Santiago, Chile, Department of Pediatrics, Clinica Las Condes, Santiago, Chile.
Felipe Monti LoraPediatric Endocrinology Group, Sabara Children's Hospital, São Paulo, Brazil.
Carla MoranWellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0002-7318-7166
Katalin E MullerHeim Pal National Pediatric Institute, Budapest, Hungary.ORCID http://orcid.org/0000-0001-5355-4224
Lindsey E NicolDepartment of Pediatrics, Doernbecher Children's Hospital, Oregon Health & Sciences University, Portland, OR, USA.
Isabelle Oliver-PetitDepartment of Paediatric Endocrinology and Genetics, Children's Hospital, Toulouse University Hospital, Toulouse, France.
Laura PaoneEndocrinology and Diabetology Unit, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy.
Praveen G PaulDepartment of Paediatrics, Christian Medical College, Vellore, India.
Michel PolakPaediatric Endocrinology, Diabetology and Gynaecology, Department, Necker Children's University Hospital, Imagine Institute Affiliate, Université de Paris Cité, Paris, France.
Francesco PortaDepartment of Paediatrics, AOU Città della Salute e della Scienza di Torino, University of Torino, Turin, Italy.
Fabiano O PoswarMedical Genetics Service, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.ORCID http://orcid.org/0000-0002-0804-2876
Christina ReinauerDepartment of General Pediatrics, Neonatology and Pediatric Cardiology, University Children's Hospital, Medical Faculty, Dusseldorf, Germany.
Klara RozenkovaDepartment of Paediatrics, Second Faculty of Medicine, Charles University, University Hospital Motol, Prague, Czech Republic.
Rowen SeckoldJohn Hunter Children's Hospital, Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, Australia.
Tuba Seven MenevseMarmara University School of Medicine Department of Pediatric Endocrinology, Istanbul, Turkey.
Peter SimmRoyal Children's Hospital/University of Melbourne, Parkville, Australia.
Anna SimonDepartment of Paediatrics, Christian Medical College, Vellore, India.
Yogen SinghDepartment of Paediatric Cardiology, Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.ORCID http://orcid.org/0000-0002-5207-9019
Marco SpadaDepartment of Paediatrics, AOU Città della Salute e della Scienza di Torino, University of Torino, Turin, Italy.
Milou A M StalsAcademic Center for Thyroid Diseases, Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands.
Merel T StegengaAcademic Center for Thyroid Diseases, Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands.ORCID http://orcid.org/0009-0008-1096-8564
Athanasia StoupaPaediatric Endocrinology, Diabetology and Gynaecology, Department, Necker Children's University Hospital, Imagine Institute Affiliate, Université de Paris Cité, Paris, France.
Gopinath M SubramanianJohn Hunter Children's Hospital, Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, Australia.
Lilla SzeifertPediatric Center, Semmelweis University Budapest, Budapest, Hungary.
Davide TondutiChild Neurology Unit - C.O.A.L.A. (Center for diagnosis and treatment of leukodystrophies), V. Buzzi Children's Hospital, Milano, Italy.
Serap TuranMarmara University School of Medicine Department of Pediatric Endocrinology, Istanbul, Turkey.ORCID http://orcid.org/0000-0002-5172-5402
Joel VandernietJohn Hunter Children's Hospital, Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, Australia.
Adri van der WaltPrivate paediatric Neurology practice Dr A van der Walt, Durbanville, South Africa.
Jean-Louis WémeauUniversity of Lille, Lille, France.
Anne-Marie van WermeskerkenDepartment of Paediatrics, Flevoziekenhuis, Almere, The Netherlands.
Jolanta WierzbaDepartment of Internal and Pediatric Nursing, Institute of Nursing and Midwifery, Medical University of Gdańsk, Gdańsk, Poland.
Marie-Claire Y de WitDepartment of Paediatric Neurology, Erasmus Medical Centre, Rotterdam, The Netherlands.ORCID http://orcid.org/0000-0002-9042-4813
Nicole I WolfDepartment of Child Neurology, Amsterdam Leukodystrophy Center, Emma Children's Hospital, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.ORCID http://orcid.org/0000-0003-1721-0728
Michael WurmUniversity Children's Hospital Regensburg (KUNO), University of Regensburg, Campus St. Hedwig, Regensburg, Germany.
Federica ZibordiChild Neurology Unit, Fondazione IRCCS, Istituto Neurologico Carlo Besta, Milan, Italy.
Amnon ZungPediatric Endocrinology Unit, Kaplan Medical center, Rehovot and the Hebrew University of Jerusalem, Jerusalem, Israel.
Nitash Zwaveling-SoonawalaEmma Children's Hospital, Department of Paediatric Endocrinology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.
Fernando RivadeneiraDepartment of Internal Medicine, Erasmus University Medical Center, Rotterdam, The Netherlands.ORCID http://orcid.org/0000-0001-9435-9441
Marcel E MeimaAcademic Center for Thyroid Diseases, Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands.ORCID http://orcid.org/0000-0002-5392-0519
Debora S MarksDepartment of Systems Biology, Harvard Medical School, Boston, MA, USA.ORCID http://orcid.org/0000-0001-9388-2281
Juan P NicolaDepartment of Clinical Biochemistry (CIBICI-CONICET), Faculty of Chemical Sciences, National University of Córdoba, Córdoba, Argentina.
Chi-Hua ChenCenter for Multimodal Imaging and Genetics, University of California San Diego, La Jolla, CA, USA.ORCID http://orcid.org/0000-0001-5318-047X
Marco MediciAcademic Center for Thyroid Diseases, Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands.ORCID http://orcid.org/0000-0002-7271-7858
W Edward VisserAcademic Center for Thyroid Diseases, Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands. w.e.visser@erasmusmc.nl.ORCID http://orcid.org/0000-0002-5248-863X

Funding

Genetic architecture of the human brain and neuropsychiatric disordersR01MH118281 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI CHEN, CHI-HUA · 2019 to 2023
$2.7M
Genetic heterogeneity and pleiotropy of neuroimaging and psychiatric phenotypesR01MH132783 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Chi-Hua Chen · 2024 to 2026
$1.9M
EC | Eurostars E113377NIMH NIH HHS R01 MH118281NIMH NIH HHS R01 MH132783Wellcome Trust
6 · The paper itself

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.

Indexed as

Deep LearningMonocarboxylic Acid TransportersMuscular AtrophySymportersFemaleGenomicsHumansLoss of Function MutationMaleMuscle HypotoniaPhenotypeThyroid HormonesX-Linked Intellectual DisabilityMonocarboxylic Acid TransportersSLC16A2 protein, humanSymportersThyroid Hormones

Identifiers

PMID40075072
PMCPMC11904026

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