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Polygenic risk score-based phenome-wide association study identifies novel associations for Tourette syndrome

Authors :
Jain, Pritesh
Miller-Fleming, Tyne
Topaloudi, Apostolia
Yu, Dongmei
Drineas, Petros
Georgitsi, Marianthi
Yang, Zhiyu
Rizzo, Renata
Müller-Vahl, Kirsten R.
Tumer, Zeynep
Mol Debes, Nanette
Hartmann, Andreas
Depienne, Christel
Worbe, Yulia
Mir, Pablo
Cath, Danielle C.
Boomsma, Dorret I.
Roessner, Veit
Wolanczyk, Tomasz
Janik, Piotr
Szejko, Natalia
Zekanowski, Cezary
Barta, Csaba
Nemoda, Zsofia
Tarnok, Zsanett
Buxbaum, Joseph D.
Grice, Dorothy
Glennon, Jeffrey
Stefansson, Hreinn
Hengerer, Bastian
Benaroya-Milshtein, Noa
Cardona, Francesco
Hedderly, Tammy
Heyman, Isobel
Huyser, Chaim
Morer, Astrid
Mueller, Norbert
Munchau, Alexander
Plessen, Kerstin J.
Porcelli, Cesare
Walitza, Susanne
Schrag, Anette
Martino, Davide
Dietrich, Andrea
Mathews, Carol A.
Scharf, Jeremiah M.
Hoekstra, Pieter J.
Davis, Lea K.
Paschou, Peristera
Als, Thomas D.
Aschauer, Harald
Atzmon, Gil
Bækvad-Hansen, Matie
Barr, Cathy L.
Barzilai, Nir
Batterson, James R.
Batterson, Robert
Benarroch, Fortu
Berlin, Cheston
Boberg, Julia
Bodmer, Benjamin
Bohnenpoll, Julia
Børglum, Anders D.
Brown, Lawrence W.
Bruun, Ruth
Budman, Cathy L.
Buckner, Randy L.
Bybjerg-Grauholm, Jonas
Cheon, Keun-Ah
Chouinard, Sylvain
Coffey, Barbara J.
Coppola, Giovanni
Crowley, James J.
Dahl, Niklas
Darrow, Sabrina M.
Daly, Mark J.
De Rubeis, Silvia
Dion, Yves
Djurfeldt, Diana R.
Domenech-Salgado, Laura
Eapen, Valsamma
Elzerman, Lonneke
Fernandez, Thomas V.
Freimer Carolin Fremer, Nelson B.
Garcia-Delgar, Blanca
Garrido, Marcos
Gilbert, Donald L.
Giusti-Rodriguez, Paola
Grados, Marco
Greenberg, Erica
Grove, Jakob
Hagstrom, Julie
Halvorsen, Matt
Hansen, Bjarne
Haavik, Jan
Hebebrand, Johannes
Heiman, Gary A.
Herrera, Luis
Hinney, Anke
Hirschtritt, Matthew E.
Sul, Jae Hoon
Hong, Hyun Ju
Hougaard, David M.
Huang, Alden Y.
Ibanez-Gomez, Laura
Ivankovic, Franjo
Jankovic, Joseph
Karlsson, Elinor K.
Kaprio, Jakko A.
Kim, Young Key
Kim, Young-Shin
King, Robert A.
Knowles, James A.
Koh, Yun-Joo
Kook, Sodham
Khalifa, Najah
Konstantinidis, Anastasios
Kuperman, Samuel
Kurlan, Roger
Kvale, Gerd
Leckman, James
Lee, Paul C.
Leventhal, Bennett
Lichtenstein, Paul
Lindbald-Toh, Kerstin
Lowe, Thomas
Ludolph, Andrea
da Silva, Claudia Luhrs
Luðvigsson, Pétur
Luykx, Jurjen
Lyon, Gholson J.
Mahjani, Behrang
Maras, Athanasios
Mataix-Cols, David
Mattheisen, Manuel
Malaty, Irene A.
McMahon, William M.
McQuillin, Andrew
Meier, Sandra M.
Moessner, Rainald
Mortensen, Preben B.
Mors, Ole
Mudgal, Poorva
Nagy, Peter
Naarden, Allan
Neale, Benjamin M.
Nawaz, Muhammad S.
Nissen, Judith Becker
Nöthen Merete Nordentoft, Markus M.
Nordsletten, Ashley E.
Okun, Michael S.
Ophoff, Roel
Osiecki, Lisa
Palotie, Aarno
Palviainen, Teemu P.
Pato Michele T. Pato, Carlos N.
Pittenger, Christopher
Pollak, Yehuda
Posthuma, Danielle
Ramos, Eliana
Reichert, Jennifer
Robertson, Mary M.
Roffman, Joshua L.
Rouleau, Guy
Rück, Christian
Sæmundsen, Evald
Samuels, Jack
Sandin, Sven
Sandor, Paul
Schlögelhofer, Monika
Shin, Eun-Young
Singer, Harvey S.
Smit, Jan
Smoller, Jordan W.
State, Matthew
Solem, Stian
Song, Dong-Ho
Song, Jungeun
Stamenkovic, Mara
Stefansson, Kári
Strom, Nora
Stuhrmann, Manfred
Szatkiewicz, Jin
Szymanska, Urszula
Tischfield, Jay A.
Tsetsos, Fotis
Thorarensen, Ólafur
Tubing, Jennifer
Visscher, Frank
Wagner, Michael
Wanderer, Sina
Wang, Sheng
Werge, Thomas
Willsey, Jeremy A.
Wolancyk, Tomasz
Woods, Douglas W.
Woods, Martin
Zelaya, Ivette
Zinner, Samuel H.
Apter, Alan
Ball, Juliane
Bognar, Emese
Buse, Judith
Vela, Marta Correa
Fremer, Carolin
Gulisano, Mariangela
Hagen, Annelieke
Hagstrøm, Julie
Madruga-Garrido, Marcos
Pellico, Alessandra
Ruhrman, Daphna
Schnell, Jaana
Silvestri, Paola Rosaria
Skov, Liselotte
Steinberg, Tamar
Gloor, Friederike Tagwerker
Turner, Victoria L.
Weidinger, Elif
Alexander, John
Aranyi, Tamas
Buisman, Wim R.
Buitelaar, Jan K.
Driessen, Nicole
Fan, Siyan
Forde, Natalie J.
Gerasch, Sarah
van den Heuvel, Odile A.
Jespersgaard, Cathrine
Kanaan, Ahmad S.
Möller, Harald E.
Nespoli, Ester
Pagliaroli, Luca
Poelmans, Geert
Pouwels, Petra J. W.
Rizzo, Francesca
Veltman, Dick J.
van der Werf, Ysbrand D.
Widomska, Joanna
Zilhäo, Nuno R.
Biological Psychology
Amsterdam Reproduction & Development
APH - Mental Health
APH - Methodology
Complex Trait Genetics
Amsterdam Neuroscience - Complex Trait Genetics
Dynamic Earth and Resources
Clinical Cognitive Neuropsychiatry Research Program (CCNP)
Source :
Translational Psychiatry, 13(1):69. Nature Publishing Group, Psychiatric Genomics Consortium Tourette Syndrome Working Group (PGC-TS) & Mortensen, P B 2023, ' Polygenic risk score-based phenome-wide association study identifies novel associations for Tourette syndrome ', Translational Psychiatry, vol. 13, no. 1, 69, pp. 69 . https://doi.org/10.1038/s41398-023-02341-5, Translational Psychiatry, 13, 1, Translational Psychiatry, 13, Translational Psychiatry, 13:69. Nature Publishing Group, Jain, P, Miller-Fleming, T, Topaloudi, A, Yu, D, Drineas, P, Georgitsi, M, Yang, Z, Rizzo, R, Müller-Vahl, K R, Tumer, Z, Mol Debes, N, Hartmann, A, Depienne, C, Worbe, Y, Mir, P, Cath, D C, Boomsma, D I, Roessner, V, Wolanczyk, T, Janik, P, Szejko, N, Zekanowski, C, Barta, C, Nemoda, Z, Tarnok, Z, Buxbaum, J D, Grice, D, Glennon, J, Stefansson, H, Hengerer, B, Benaroya-Milshtein, N, Cardona, F, Hedderly, T, Heyman, I, Huyser, C, Morer, A, Mueller, N, Munchau, A, Plessen, K J, Porcelli, C, Walitza, S, Schrag, A, Martino, D, Dietrich, A, Mathews, C A, Scharf, J M, Hoekstra, P J, Davis, L K, Paschou, P, Psychiatric Genomics Consortium Tourette Syndrome Working Group (PGC-TS), EMTICS Collaborative Group & TS-EUROTRAIN Network 2023, ' Polygenic risk score-based phenome-wide association study identifies novel associations for Tourette syndrome ', Translational Psychiatry, vol. 13, 69 . https://doi.org/10.1038/s41398-023-02341-5, Jain, P, Miller-Fleming, T, Topaloudi, A, Cath, D C, Boomsma, D I, Posthuma, D, Hoekstra, P J, Davis, L K, Paschou, P & Psychiatric Genomics Consortium Tourette Syndrome Working Group 2023, ' Polygenic risk score-based phenome-wide association study identifies novel associations for Tourette syndrome ', Translational Psychiatry, vol. 13, no. 1, 69, pp. 69 . https://doi.org/10.1038/s41398-023-02341-5
Publication Year :
2023

Abstract

Tourette Syndrome (TS) is a complex neurodevelopmental disorder characterized by vocal and motor tics lasting more than a year. It is highly polygenic in nature with both rare and common previously associated variants. Epidemiological studies have shown TS to be correlated with other phenotypes, but large-scale phenome wide analyses in biobank level data have not been performed to date. In this study, we used the summary statistics from the latest meta-analysis of TS to calculate the polygenic risk score (PRS) of individuals in the UK Biobank data and applied a Phenome Wide Association Study (PheWAS) approach to determine the association of disease risk with a wide range of phenotypes. A total of 57 traits were found to be significantly associated with TS polygenic risk, including multiple psychosocial factors and mental health conditions such as anxiety disorder and depression. Additional associations were observed with complex non-psychiatric disorders such as Type 2 diabetes, heart palpitations, and respiratory conditions. Cross-disorder comparisons of phenotypic associations with genetic risk for other childhood-onset disorders (e.g.: attention deficit hyperactivity disorder [ADHD], autism spectrum disorder [ASD], and obsessive-compulsive disorder [OCD]) indicated an overlap in associations between TS and these disorders. ADHD and ASD had a similar direction of effect with TS while OCD had an opposite direction of effect for all traits except mental health factors. Sex-specific PheWAS analysis identified differences in the associations with TS genetic risk between males and females. Type 2 diabetes and heart palpitations were significantly associated with TS risk in males but not in females, whereas diseases of the respiratory system were associated with TS risk in females but not in males. This analysis provides further evidence of shared genetic and phenotypic architecture of different complex disorders. Tourette Syndrome (TS) is a complex neurodevelopmental disorder characterized by vocal and motor tics lasting more than a year. It is highly polygenic in nature with both rare and common previously associated variants. Epidemiological studies have shown TS to be correlated with other phenotypes, but large-scale phenome wide analyses in biobank level data have not been performed to date. In this study, we used the summary statistics from the latest meta-analysis of TS to calculate the polygenic risk score (PRS) of individuals in the UK Biobank data and applied a Phenome Wide Association Study (PheWAS) approach to determine the association of disease risk with a wide range of phenotypes. A total of 57 traits were found to be significantly associated with TS polygenic risk, including multiple psychosocial factors and mental health conditions such as anxiety disorder and depression. Additional associations were observed with complex non-psychiatric disorders such as Type 2 diabetes, heart palpitations, and respiratory conditions. Cross-disorder comparisons of phenotypic associations with genetic risk for other childhood-onset disorders (e.g.: attention deficit hyperactivity disorder [ADHD], autism spectrum disorder [ASD], and obsessive-compulsive disorder [OCD]) indicated an overlap in associations between TS and these disorders. ADHD and ASD had a similar direction of effect with TS while OCD had an opposite direction of effect for all traits except mental health factors. Sex-specific PheWAS analysis identified differences in the associations with TS genetic risk between males and females. Type 2 diabetes and heart palpitations were significantly associated with TS risk in males but not in females, whereas diseases of the respiratory system were associated with TS risk in females but not in males. This analysis provides further evidence of shared genetic and phenotypic architecture of different complex disorders.

Details

Language :
English
ISSN :
21583188
Database :
OpenAIRE
Journal :
Translational Psychiatry, 13(1):69. Nature Publishing Group, Psychiatric Genomics Consortium Tourette Syndrome Working Group (PGC-TS) & Mortensen, P B 2023, ' Polygenic risk score-based phenome-wide association study identifies novel associations for Tourette syndrome ', Translational Psychiatry, vol. 13, no. 1, 69, pp. 69 . https://doi.org/10.1038/s41398-023-02341-5, Translational Psychiatry, 13, 1, Translational Psychiatry, 13, Translational Psychiatry, 13:69. Nature Publishing Group, Jain, P, Miller-Fleming, T, Topaloudi, A, Yu, D, Drineas, P, Georgitsi, M, Yang, Z, Rizzo, R, Müller-Vahl, K R, Tumer, Z, Mol Debes, N, Hartmann, A, Depienne, C, Worbe, Y, Mir, P, Cath, D C, Boomsma, D I, Roessner, V, Wolanczyk, T, Janik, P, Szejko, N, Zekanowski, C, Barta, C, Nemoda, Z, Tarnok, Z, Buxbaum, J D, Grice, D, Glennon, J, Stefansson, H, Hengerer, B, Benaroya-Milshtein, N, Cardona, F, Hedderly, T, Heyman, I, Huyser, C, Morer, A, Mueller, N, Munchau, A, Plessen, K J, Porcelli, C, Walitza, S, Schrag, A, Martino, D, Dietrich, A, Mathews, C A, Scharf, J M, Hoekstra, P J, Davis, L K, Paschou, P, Psychiatric Genomics Consortium Tourette Syndrome Working Group (PGC-TS), EMTICS Collaborative Group & TS-EUROTRAIN Network 2023, ' Polygenic risk score-based phenome-wide association study identifies novel associations for Tourette syndrome ', Translational Psychiatry, vol. 13, 69 . https://doi.org/10.1038/s41398-023-02341-5, Jain, P, Miller-Fleming, T, Topaloudi, A, Cath, D C, Boomsma, D I, Posthuma, D, Hoekstra, P J, Davis, L K, Paschou, P & Psychiatric Genomics Consortium Tourette Syndrome Working Group 2023, ' Polygenic risk score-based phenome-wide association study identifies novel associations for Tourette syndrome ', Translational Psychiatry, vol. 13, no. 1, 69, pp. 69 . https://doi.org/10.1038/s41398-023-02341-5
Accession number :
edsair.doi.dedup.....44059f8b5b8397e1d3ef806804b0101b