Partitioning the Heritability of Tourette Syndrome and Obsessive Compulsive Disorder Reveals Differences in Genetic Architecture

ABSTRACT: The direct estimation of heritability from genome-wide common variant data as implemented in the program Genome-wide Complex Trait Analysis (GCTA) has provided a means to quantify heritability attributable to all interrogated variants. We have quantified the variance in liability to diseas...

Full description

Autores:
Davis, Lea
Yu, Dongmei
Keenan, Clare
Gamazon, Eric
Konkashbaev, Anuar
Derks, Eske
Neale, Benjamin
Yang, Jian
Lee, S. Hong
Evans, Patrick
Barr, Cathy
Bellodi, Laura
Benarroch, Fortu
Bedoya Berrio, Gabriel de Jesús
Bienvenu, Oscar
Bloch, Michael
Blom, Rianne
Bruun, Ruth
Budman, Cathy
Camarena, Beatriz
Cappi, Carolina
Cardona Silgado, Julio Cesar
Cath, Danielle
Cavallini, Maria
Chavira, Denise
Chouinard, Sylvain
Conti, David
Cook, Edwin
Coric, Vladimir
Cullen, Bernadette
Deforce, Dieter
Delorme, Richard
Dion, Yves
Edlund, Christopher
Egberts, Karin
Falkai, Peter
Fernández, Thomas
Gallagher, Patience
Garrido, Helena
Geller, Daniel
Girard, Simon
Grabe, Hans
Grados, Marco
Greenberg, Benjamin
Gross-Tsur, Varda
Haddad, Stephen
Heiman, Gary
Hemmings, Sian
Hounie, Ana
Illmann, Cornelia
Jankovic, Joseph
Jenike, Michael
Kennedy, James
King, Robert
Kremeyer, Barbara
Kurlan, Roger
Lanzagorta, Nuria
Leboyer, Marion
Leckman, James
Lennertz, Leonhard
Liu, Chunyu
Lochner, Christine
Lowe, Thomas
Macciardi, Fabio
McCracken, James
McGrath, Lauren
Mesa Restrepo, Sandra Catalina
Moessner, Rainald
Morgan, Jubel
Muller, Heike
Murphy, Dennis
Naarden, Allan
Cornejo Ochoa, José William
Ophoff, Roel
Osiecki, Lisa
Pakstis, Andrew
Pato, Michele
Pato, Carlos
Piacentini, John
Pittenger, Christopher
Pollak, Yehuda
Rauch, Scott
Renner, Tobias
Reus, Victor
Richter, Margaret
Riddle, Mark
Robertson, Mary
Romero, Roxana
Rosario, Maria
Rosenberg, David
Rouleau, Guy
Ruhrmann, Stephan
Ruíz Linares, Andrés
Sampaio, Aline
Samuels, Jack
Sandor, Paul
Sheppard, Brooke
Singer, Harvey
Smit, Jan
Stein, Dan
Strengman, E.
Tischfield, Jay
Valencia Duarte, Ana Victoria
Vallada, Homero
Van Nieuwerburgh, Filip
Veenstra VanderWeele, Jeremy
Walitza, Susanne
Wang, Ying
Wendland, Jens
Westenberg, Herman
Shugart, Yin Yao
Miguel, Euripedes
McMahon, William
Wagner, Michael
Nicolini, Humberto
Posthuma, Danielle
Hanna, Gregory
Heutink, Peter
Denys, Damiaan
Arnold, Paul
Oostra, Ben
Nestadt, Gerald
Freimer, Nelson
Pauls, David
Wray, Naomi
Stewart, Evelyn
Mathews, Carol
Knowles, James
Cox, Nancy
Scharf, Jeremiah
Tipo de recurso:
Article of investigation
Fecha de publicación:
2013
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/23696
Acceso en línea:
http://hdl.handle.net/10495/23696
Palabra clave:
Síndrome de Tourette
Tourette Syndrome
Trastorno Obsesivo Compulsivo
Obsessive-Compulsive Disorder
Rights
openAccess
License
http://creativecommons.org/licenses/by/2.5/co/
id UDEA2_de4e423f5afef000f8585948bf41dae4
oai_identifier_str oai:bibliotecadigital.udea.edu.co:10495/23696
network_acronym_str UDEA2
network_name_str Repositorio UdeA
repository_id_str
dc.title.spa.fl_str_mv Partitioning the Heritability of Tourette Syndrome and Obsessive Compulsive Disorder Reveals Differences in Genetic Architecture
title Partitioning the Heritability of Tourette Syndrome and Obsessive Compulsive Disorder Reveals Differences in Genetic Architecture
spellingShingle Partitioning the Heritability of Tourette Syndrome and Obsessive Compulsive Disorder Reveals Differences in Genetic Architecture
Síndrome de Tourette
Tourette Syndrome
Trastorno Obsesivo Compulsivo
Obsessive-Compulsive Disorder
title_short Partitioning the Heritability of Tourette Syndrome and Obsessive Compulsive Disorder Reveals Differences in Genetic Architecture
title_full Partitioning the Heritability of Tourette Syndrome and Obsessive Compulsive Disorder Reveals Differences in Genetic Architecture
title_fullStr Partitioning the Heritability of Tourette Syndrome and Obsessive Compulsive Disorder Reveals Differences in Genetic Architecture
title_full_unstemmed Partitioning the Heritability of Tourette Syndrome and Obsessive Compulsive Disorder Reveals Differences in Genetic Architecture
title_sort Partitioning the Heritability of Tourette Syndrome and Obsessive Compulsive Disorder Reveals Differences in Genetic Architecture
dc.creator.fl_str_mv Davis, Lea
Yu, Dongmei
Keenan, Clare
Gamazon, Eric
Konkashbaev, Anuar
Derks, Eske
Neale, Benjamin
Yang, Jian
Lee, S. Hong
Evans, Patrick
Barr, Cathy
Bellodi, Laura
Benarroch, Fortu
Bedoya Berrio, Gabriel de Jesús
Bienvenu, Oscar
Bloch, Michael
Blom, Rianne
Bruun, Ruth
Budman, Cathy
Camarena, Beatriz
Cappi, Carolina
Cardona Silgado, Julio Cesar
Cath, Danielle
Cavallini, Maria
Chavira, Denise
Chouinard, Sylvain
Conti, David
Cook, Edwin
Coric, Vladimir
Cullen, Bernadette
Deforce, Dieter
Delorme, Richard
Dion, Yves
Edlund, Christopher
Egberts, Karin
Falkai, Peter
Fernández, Thomas
Gallagher, Patience
Garrido, Helena
Geller, Daniel
Girard, Simon
Grabe, Hans
Grados, Marco
Greenberg, Benjamin
Gross-Tsur, Varda
Haddad, Stephen
Heiman, Gary
Hemmings, Sian
Hounie, Ana
Illmann, Cornelia
Jankovic, Joseph
Jenike, Michael
Kennedy, James
King, Robert
Kremeyer, Barbara
Kurlan, Roger
Lanzagorta, Nuria
Leboyer, Marion
Leckman, James
Lennertz, Leonhard
Liu, Chunyu
Lochner, Christine
Lowe, Thomas
Macciardi, Fabio
McCracken, James
McGrath, Lauren
Mesa Restrepo, Sandra Catalina
Moessner, Rainald
Morgan, Jubel
Muller, Heike
Murphy, Dennis
Naarden, Allan
Cornejo Ochoa, José William
Ophoff, Roel
Osiecki, Lisa
Pakstis, Andrew
Pato, Michele
Pato, Carlos
Piacentini, John
Pittenger, Christopher
Pollak, Yehuda
Rauch, Scott
Renner, Tobias
Reus, Victor
Richter, Margaret
Riddle, Mark
Robertson, Mary
Romero, Roxana
Rosario, Maria
Rosenberg, David
Rouleau, Guy
Ruhrmann, Stephan
Ruíz Linares, Andrés
Sampaio, Aline
Samuels, Jack
Sandor, Paul
Sheppard, Brooke
Singer, Harvey
Smit, Jan
Stein, Dan
Strengman, E.
Tischfield, Jay
Valencia Duarte, Ana Victoria
Vallada, Homero
Van Nieuwerburgh, Filip
Veenstra VanderWeele, Jeremy
Walitza, Susanne
Wang, Ying
Wendland, Jens
Westenberg, Herman
Shugart, Yin Yao
Miguel, Euripedes
McMahon, William
Wagner, Michael
Nicolini, Humberto
Posthuma, Danielle
Hanna, Gregory
Heutink, Peter
Denys, Damiaan
Arnold, Paul
Oostra, Ben
Nestadt, Gerald
Freimer, Nelson
Pauls, David
Wray, Naomi
Stewart, Evelyn
Mathews, Carol
Knowles, James
Cox, Nancy
Scharf, Jeremiah
dc.contributor.author.none.fl_str_mv Davis, Lea
Yu, Dongmei
Keenan, Clare
Gamazon, Eric
Konkashbaev, Anuar
Derks, Eske
Neale, Benjamin
Yang, Jian
Lee, S. Hong
Evans, Patrick
Barr, Cathy
Bellodi, Laura
Benarroch, Fortu
Bedoya Berrio, Gabriel de Jesús
Bienvenu, Oscar
Bloch, Michael
Blom, Rianne
Bruun, Ruth
Budman, Cathy
Camarena, Beatriz
Cappi, Carolina
Cardona Silgado, Julio Cesar
Cath, Danielle
Cavallini, Maria
Chavira, Denise
Chouinard, Sylvain
Conti, David
Cook, Edwin
Coric, Vladimir
Cullen, Bernadette
Deforce, Dieter
Delorme, Richard
Dion, Yves
Edlund, Christopher
Egberts, Karin
Falkai, Peter
Fernández, Thomas
Gallagher, Patience
Garrido, Helena
Geller, Daniel
Girard, Simon
Grabe, Hans
Grados, Marco
Greenberg, Benjamin
Gross-Tsur, Varda
Haddad, Stephen
Heiman, Gary
Hemmings, Sian
Hounie, Ana
Illmann, Cornelia
Jankovic, Joseph
Jenike, Michael
Kennedy, James
King, Robert
Kremeyer, Barbara
Kurlan, Roger
Lanzagorta, Nuria
Leboyer, Marion
Leckman, James
Lennertz, Leonhard
Liu, Chunyu
Lochner, Christine
Lowe, Thomas
Macciardi, Fabio
McCracken, James
McGrath, Lauren
Mesa Restrepo, Sandra Catalina
Moessner, Rainald
Morgan, Jubel
Muller, Heike
Murphy, Dennis
Naarden, Allan
Cornejo Ochoa, José William
Ophoff, Roel
Osiecki, Lisa
Pakstis, Andrew
Pato, Michele
Pato, Carlos
Piacentini, John
Pittenger, Christopher
Pollak, Yehuda
Rauch, Scott
Renner, Tobias
Reus, Victor
Richter, Margaret
Riddle, Mark
Robertson, Mary
Romero, Roxana
Rosario, Maria
Rosenberg, David
Rouleau, Guy
Ruhrmann, Stephan
Ruíz Linares, Andrés
Sampaio, Aline
Samuels, Jack
Sandor, Paul
Sheppard, Brooke
Singer, Harvey
Smit, Jan
Stein, Dan
Strengman, E.
Tischfield, Jay
Valencia Duarte, Ana Victoria
Vallada, Homero
Van Nieuwerburgh, Filip
Veenstra VanderWeele, Jeremy
Walitza, Susanne
Wang, Ying
Wendland, Jens
Westenberg, Herman
Shugart, Yin Yao
Miguel, Euripedes
McMahon, William
Wagner, Michael
Nicolini, Humberto
Posthuma, Danielle
Hanna, Gregory
Heutink, Peter
Denys, Damiaan
Arnold, Paul
Oostra, Ben
Nestadt, Gerald
Freimer, Nelson
Pauls, David
Wray, Naomi
Stewart, Evelyn
Mathews, Carol
Knowles, James
Cox, Nancy
Scharf, Jeremiah
dc.subject.decs.none.fl_str_mv Síndrome de Tourette
Tourette Syndrome
Trastorno Obsesivo Compulsivo
Obsessive-Compulsive Disorder
topic Síndrome de Tourette
Tourette Syndrome
Trastorno Obsesivo Compulsivo
Obsessive-Compulsive Disorder
description ABSTRACT: The direct estimation of heritability from genome-wide common variant data as implemented in the program Genome-wide Complex Trait Analysis (GCTA) has provided a means to quantify heritability attributable to all interrogated variants. We have quantified the variance in liability to disease explained by all SNPs for two phenotypically-related neurobehavioral disorders, obsessive-compulsive disorder (OCD) and Tourette Syndrome (TS), using GCTA. Our analysis yielded a heritability point estimate of 0.58 (se = 0.09, p = 5.64e-12) for TS, and 0.37 (se = 0.07, p = 1.5e-07) for OCD. In addition, we conducted multiple genomic partitioning analyses to identify genomic elements that concentrate this heritability. We examined genomic architectures of TS and OCD by chromosome, MAF bin, and functional annotations. In addition, we assessed heritability for early onset and adult onset OCD. Among other notable results, we found that SNPs with a minor allele frequency of less than 5% accounted for 21% of the TS heritability and 0% of the OCD heritability. Additionally, we identified a significant contribution to TS and OCD heritability by variants significantly associated with gene expression in two regions of the brain (parietal cortex and cerebellum) for which we had available expression quantitative trait loci (eQTLs). Finally we analyzed the genetic correlation between TS and OCD, revealing a genetic correlation of 0.41 (se = 0.15, p = 0.002). These results are very close to previous heritability estimates for TS and OCD based on twin and family studies, suggesting that very little, if any, heritability is truly missing (i.e., unassayed) from TS and OCD GWAS studies of common variation. The results also indicate that there is some genetic overlap between these two phenotypically-related neuropsychiatric disorders, but suggest that the two disorders have distinct genetic architectures.
publishDate 2013
dc.date.issued.none.fl_str_mv 2013
dc.date.accessioned.none.fl_str_mv 2021-11-02T17:20:15Z
dc.date.available.none.fl_str_mv 2021-11-02T17:20:15Z
dc.type.spa.fl_str_mv info:eu-repo/semantics/article
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
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dc.type.redcol.spa.fl_str_mv https://purl.org/redcol/resource_type/ART
dc.type.local.spa.fl_str_mv Artículo de investigación
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dc.identifier.citation.spa.fl_str_mv : Davis LK, Yu D, Keenan CL, Gamazon ER, Konkashbaev AI, et al. (2013) Partitioning the Heritability of Tourette Syndrome and Obsessive Compulsive Disorder Reveals Differences in Genetic Architecture. PLoS Genet 9(10): e1003864. doi:10.1371/journal.pgen.1003864
dc.identifier.issn.none.fl_str_mv 1553-7390
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10495/23696
dc.identifier.doi.none.fl_str_mv 10.1371/journal.pgen.1003864
dc.identifier.eissn.none.fl_str_mv 1553-7404
identifier_str_mv : Davis LK, Yu D, Keenan CL, Gamazon ER, Konkashbaev AI, et al. (2013) Partitioning the Heritability of Tourette Syndrome and Obsessive Compulsive Disorder Reveals Differences in Genetic Architecture. PLoS Genet 9(10): e1003864. doi:10.1371/journal.pgen.1003864
1553-7390
10.1371/journal.pgen.1003864
1553-7404
url http://hdl.handle.net/10495/23696
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.ispartofjournalabbrev.spa.fl_str_mv PLoS Genet.
dc.rights.spa.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.uri.*.fl_str_mv http://creativecommons.org/licenses/by/2.5/co/
dc.rights.accessrights.spa.fl_str_mv http://purl.org/coar/access_right/c_abf2
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dc.format.extent.spa.fl_str_mv 14
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Public Library of Science
dc.publisher.group.spa.fl_str_mv Genética Molecular (GENMOL)
dc.publisher.place.spa.fl_str_mv San Francisco, Estados Unidos
institution Universidad de Antioquia
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spelling Davis, LeaYu, DongmeiKeenan, ClareGamazon, EricKonkashbaev, AnuarDerks, EskeNeale, BenjaminYang, JianLee, S. HongEvans, PatrickBarr, CathyBellodi, LauraBenarroch, FortuBedoya Berrio, Gabriel de JesúsBienvenu, OscarBloch, MichaelBlom, RianneBruun, RuthBudman, CathyCamarena, BeatrizCappi, CarolinaCardona Silgado, Julio CesarCath, DanielleCavallini, MariaChavira, DeniseChouinard, SylvainConti, DavidCook, EdwinCoric, VladimirCullen, BernadetteDeforce, DieterDelorme, RichardDion, YvesEdlund, ChristopherEgberts, KarinFalkai, PeterFernández, ThomasGallagher, PatienceGarrido, HelenaGeller, DanielGirard, SimonGrabe, HansGrados, MarcoGreenberg, BenjaminGross-Tsur, VardaHaddad, StephenHeiman, GaryHemmings, SianHounie, AnaIllmann, CorneliaJankovic, JosephJenike, MichaelKennedy, JamesKing, RobertKremeyer, BarbaraKurlan, RogerLanzagorta, NuriaLeboyer, MarionLeckman, JamesLennertz, LeonhardLiu, ChunyuLochner, ChristineLowe, ThomasMacciardi, FabioMcCracken, JamesMcGrath, LaurenMesa Restrepo, Sandra CatalinaMoessner, RainaldMorgan, JubelMuller, HeikeMurphy, DennisNaarden, AllanCornejo Ochoa, José WilliamOphoff, RoelOsiecki, LisaPakstis, AndrewPato, MichelePato, CarlosPiacentini, JohnPittenger, ChristopherPollak, YehudaRauch, ScottRenner, TobiasReus, VictorRichter, MargaretRiddle, MarkRobertson, MaryRomero, RoxanaRosario, MariaRosenberg, DavidRouleau, GuyRuhrmann, StephanRuíz Linares, AndrésSampaio, AlineSamuels, JackSandor, PaulSheppard, BrookeSinger, HarveySmit, JanStein, DanStrengman, E.Tischfield, JayValencia Duarte, Ana VictoriaVallada, HomeroVan Nieuwerburgh, FilipVeenstra VanderWeele, JeremyWalitza, SusanneWang, YingWendland, JensWestenberg, HermanShugart, Yin YaoMiguel, EuripedesMcMahon, WilliamWagner, MichaelNicolini, HumbertoPosthuma, DanielleHanna, GregoryHeutink, PeterDenys, DamiaanArnold, PaulOostra, BenNestadt, GeraldFreimer, NelsonPauls, DavidWray, NaomiStewart, EvelynMathews, CarolKnowles, JamesCox, NancyScharf, Jeremiah2021-11-02T17:20:15Z2021-11-02T17:20:15Z2013: Davis LK, Yu D, Keenan CL, Gamazon ER, Konkashbaev AI, et al. (2013) Partitioning the Heritability of Tourette Syndrome and Obsessive Compulsive Disorder Reveals Differences in Genetic Architecture. PLoS Genet 9(10): e1003864. doi:10.1371/journal.pgen.10038641553-7390http://hdl.handle.net/10495/2369610.1371/journal.pgen.10038641553-7404ABSTRACT: The direct estimation of heritability from genome-wide common variant data as implemented in the program Genome-wide Complex Trait Analysis (GCTA) has provided a means to quantify heritability attributable to all interrogated variants. We have quantified the variance in liability to disease explained by all SNPs for two phenotypically-related neurobehavioral disorders, obsessive-compulsive disorder (OCD) and Tourette Syndrome (TS), using GCTA. Our analysis yielded a heritability point estimate of 0.58 (se = 0.09, p = 5.64e-12) for TS, and 0.37 (se = 0.07, p = 1.5e-07) for OCD. In addition, we conducted multiple genomic partitioning analyses to identify genomic elements that concentrate this heritability. We examined genomic architectures of TS and OCD by chromosome, MAF bin, and functional annotations. In addition, we assessed heritability for early onset and adult onset OCD. Among other notable results, we found that SNPs with a minor allele frequency of less than 5% accounted for 21% of the TS heritability and 0% of the OCD heritability. Additionally, we identified a significant contribution to TS and OCD heritability by variants significantly associated with gene expression in two regions of the brain (parietal cortex and cerebellum) for which we had available expression quantitative trait loci (eQTLs). Finally we analyzed the genetic correlation between TS and OCD, revealing a genetic correlation of 0.41 (se = 0.15, p = 0.002). These results are very close to previous heritability estimates for TS and OCD based on twin and family studies, suggesting that very little, if any, heritability is truly missing (i.e., unassayed) from TS and OCD GWAS studies of common variation. The results also indicate that there is some genetic overlap between these two phenotypically-related neuropsychiatric disorders, but suggest that the two disorders have distinct genetic architectures.COL000672314application/pdfengPublic Library of ScienceGenética Molecular (GENMOL)San Francisco, Estados Unidosinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ARTArtículo de investigaciónhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by/2.5/co/http://purl.org/coar/access_right/c_abf2https://creativecommons.org/licenses/by/4.0/Partitioning the Heritability of Tourette Syndrome and Obsessive Compulsive Disorder Reveals Differences in Genetic ArchitectureSíndrome de TouretteTourette SyndromeTrastorno Obsesivo CompulsivoObsessive-Compulsive DisorderPLoS Genet.PLoS Genetics114910ORIGINALBedoyaGabriel_2013_HeritabilityTouretteSyndrome.pdfBedoyaGabriel_2013_HeritabilityTouretteSyndrome.pdfArtículo de investigaciónapplication/pdf652592http://bibliotecadigital.udea.edu.co/bitstream/10495/23696/1/BedoyaGabriel_2013_HeritabilityTouretteSyndrome.pdf437d2a27dc80379e2b90d7ee691207ecMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://bibliotecadigital.udea.edu.co/bitstream/10495/23696/3/license.txt8a4605be74aa9ea9d79846c1fba20a33MD53CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8927http://bibliotecadigital.udea.edu.co/bitstream/10495/23696/2/license_rdf1646d1f6b96dbbbc38035efc9239ac9cMD5210495/23696oai:bibliotecadigital.udea.edu.co:10495/236962021-11-02 12:20:15.835Repositorio Institucional Universidad de Antioquiaandres.perez@udea.edu.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