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.

Mapping variants in thyroid hormone transporter MCT8 to disease severity by genomic, phenotypic, functional, structural and deep learning integration / Groeneweg, Stefan; van Geest, Ferdy S; Martín, Mariano; Dias, Mafalda; Frazer, Jonathan; Medina-Gomez, Carolina; Sterenborg, Rosalie B T M; Wang, Hao; Dolcetta-Capuzzo, Anna; de Rooij, Linda J; Teumer, Alexander; Abaci, Ayhan; van den Akker, Erica L T; Ambegaonkar, Gautam P; Armour, Christine M; Bacos, Iiuliu; Bakhtiani, Priyanka; Barca, Diana; Bauer, Andrew J; van den Berg, Sjoerd A A; van den Berge, Amanda; Bertini, Enrico; van Beynum, Ingrid M; Brunetti-Pierri, Nicola; Brunner, Doris; Cappa, Marco; Cappuccio, Gerarda; Castellotti, Barbara; Castiglioni, Claudia; Chatterjee, Krishna; Chesover, Alexander; Christian, Peter; Coenen-van der Spek, Jet; de Coo, Irenaeus F M; Coutant, Regis; Craiu, Dana; Crock, Patricia; Degoede, Christian; Demir, Korcan; Dewey, Cheyenne; Dica, Alice; Dimitri, Paul; Dremmen, Marjolein H G; Dubey, Rachana; Enderli, Anina; Fairchild, Jan; Gallichan, Jonathan; Garibaldi, Luigi; George, Belinda; Gevers, Evelien F; Greenup, Erin; Hackenberg, Annette; Halász, Zita; Heinrich, Bianka; Hurst, Anna C; Huynh, Tony; Isaza, Amber R; Klosowska, Anna; van der Knoop, Marieke M; Konrad, Daniel; Koolen, David A; Krude, Heiko; Kulkarni, Abhishek; Laemmle, Alexander; Lafranchi, Stephen H; Lawson-Yuen, Amy; Lebl, Jan; Leeuwenburgh, Selmar; Linder-Lucht, Michaela; López Martí, Anna; Lorea, Cláudia F; Lourenço, Charles M; Lunsing, Roelineke J; Lyons, Greta; Malikova, Jana Krenek; Mancilla, Edna E; Mccormick, Kenneth L; Mcgowan, Anne; Mericq, Veronica; Lora, Felipe Monti; Moran, Carla; Muller, Katalin E; Nicol, Lindsey E; Oliver-Petit, Isabelle; Paone, Laura; Paul, Praveen G; Polak, Michel; Porta, Francesco; Poswar, Fabiano O; Reinauer, Christina; Rozenkova, Klara; Seckold, Rowen; Seven Menevse, Tuba; Simm, Peter; Simon, Anna; Singh, Yogen; Spada, Marco; Stals, Milou A M; Stegenga, Merel T; Stoupa, Athanasia; Subramanian, Gopinath M; Szeifert, Lilla; Tonduti, Davide; Turan, Serap; Vanderniet, Joel; van der Walt, Adri; Wémeau, Jean-Louis; van Wermeskerken, Anne-Marie; Wierzba, Jolanta; de Wit, Marie-Claire Y; Wolf, Nicole I; Wurm, Michael; Zibordi, Federica; Zung, Amnon; Zwaveling-Soonawala, Nitash; Rivadeneira, Fernando; Meima, Marcel E; Marks, Debora S; Nicola, Juan P; Chen, Chi-Hua; Medici, Marco; Visser, W Edward. - In: NATURE COMMUNICATIONS. - ISSN 2041-1723. - 16:1(2025). [10.1038/s41467-025-56628-w]

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

Brunetti-Pierri, Nicola;Cappuccio, Gerarda;
2025

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.
2025
Mapping variants in thyroid hormone transporter MCT8 to disease severity by genomic, phenotypic, functional, structural and deep learning integration / Groeneweg, Stefan; van Geest, Ferdy S; Martín, Mariano; Dias, Mafalda; Frazer, Jonathan; Medina-Gomez, Carolina; Sterenborg, Rosalie B T M; Wang, Hao; Dolcetta-Capuzzo, Anna; de Rooij, Linda J; Teumer, Alexander; Abaci, Ayhan; van den Akker, Erica L T; Ambegaonkar, Gautam P; Armour, Christine M; Bacos, Iiuliu; Bakhtiani, Priyanka; Barca, Diana; Bauer, Andrew J; van den Berg, Sjoerd A A; van den Berge, Amanda; Bertini, Enrico; van Beynum, Ingrid M; Brunetti-Pierri, Nicola; Brunner, Doris; Cappa, Marco; Cappuccio, Gerarda; Castellotti, Barbara; Castiglioni, Claudia; Chatterjee, Krishna; Chesover, Alexander; Christian, Peter; Coenen-van der Spek, Jet; de Coo, Irenaeus F M; Coutant, Regis; Craiu, Dana; Crock, Patricia; Degoede, Christian; Demir, Korcan; Dewey, Cheyenne; Dica, Alice; Dimitri, Paul; Dremmen, Marjolein H G; Dubey, Rachana; Enderli, Anina; Fairchild, Jan; Gallichan, Jonathan; Garibaldi, Luigi; George, Belinda; Gevers, Evelien F; Greenup, Erin; Hackenberg, Annette; Halász, Zita; Heinrich, Bianka; Hurst, Anna C; Huynh, Tony; Isaza, Amber R; Klosowska, Anna; van der Knoop, Marieke M; Konrad, Daniel; Koolen, David A; Krude, Heiko; Kulkarni, Abhishek; Laemmle, Alexander; Lafranchi, Stephen H; Lawson-Yuen, Amy; Lebl, Jan; Leeuwenburgh, Selmar; Linder-Lucht, Michaela; López Martí, Anna; Lorea, Cláudia F; Lourenço, Charles M; Lunsing, Roelineke J; Lyons, Greta; Malikova, Jana Krenek; Mancilla, Edna E; Mccormick, Kenneth L; Mcgowan, Anne; Mericq, Veronica; Lora, Felipe Monti; Moran, Carla; Muller, Katalin E; Nicol, Lindsey E; Oliver-Petit, Isabelle; Paone, Laura; Paul, Praveen G; Polak, Michel; Porta, Francesco; Poswar, Fabiano O; Reinauer, Christina; Rozenkova, Klara; Seckold, Rowen; Seven Menevse, Tuba; Simm, Peter; Simon, Anna; Singh, Yogen; Spada, Marco; Stals, Milou A M; Stegenga, Merel T; Stoupa, Athanasia; Subramanian, Gopinath M; Szeifert, Lilla; Tonduti, Davide; Turan, Serap; Vanderniet, Joel; van der Walt, Adri; Wémeau, Jean-Louis; van Wermeskerken, Anne-Marie; Wierzba, Jolanta; de Wit, Marie-Claire Y; Wolf, Nicole I; Wurm, Michael; Zibordi, Federica; Zung, Amnon; Zwaveling-Soonawala, Nitash; Rivadeneira, Fernando; Meima, Marcel E; Marks, Debora S; Nicola, Juan P; Chen, Chi-Hua; Medici, Marco; Visser, W Edward. - In: NATURE COMMUNICATIONS. - ISSN 2041-1723. - 16:1(2025). [10.1038/s41467-025-56628-w]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/999666
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