Cross-disorder genome-wide analyses suggest a complex genetic relationship between Tourette's syndrome and OCD.
- Authors
- Yu, Dongmei; Mathews, Carol A; Scharf, Jeremiah M; Neale, Benjamin M; Davis, Lea K; Gamazon, Eric R; Derks, Eske M; Evans, Patrick; Edlund, Christopher K; Crane, Jacquelyn; Fagerness, Jesen A; Osiecki, Lisa; Gallagher, Patience; Gerber, Gloria; Haddad, Stephen; Illmann, Cornelia; McGrath, Lauren M; Mayerfeld, Catherine; Arepalli, Sampath; Barlassina, Cristina; Barr, Cathy L; Bellodi, Laura; Benarroch, Fortu; Berrió, Gabriel Bedoya; Bienvenu, O Joseph; Black, Donald W; Bloch, Michael H; Brentani, Helena; Bruun, Ruth D; Budman, Cathy L; Camarena, Beatriz; Campbell, Desmond D; Cappi, Carolina; Silgado, Julio C Cardona; Cavallini, Maria C; Chavira, Denise A; Chouinard, Sylvain; Cook, Edwin H; Cookson, M R; Coric, Vladimir; Cullen, Bernadette; Cusi, Daniele; Delorme, Richard; Denys, Damiaan; Dion, Yves; Eapen, Valsama; Egberts, Karin; Falkai, Peter; Fernandez, Thomas; Fournier, Eduardo; Garrido, Helena; Geller, Daniel; Gilbert, Donald L; Girard, Simon L; Grabe, Hans J; Grados, Marco A; Greenberg, Benjamin D; Gross-Tsur, Varda; Grünblatt, Edna; Hardy, John; Heiman, Gary A; Hemmings, Sian M J; Herrera, Luis D; Hezel, Dianne M; Hoekstra, Pieter J; Jankovic, Joseph; Kennedy, James L; King, Robert A; Konkashbaev, Anuar I; Kremeyer, Barbara; Kurlan, Roger; Lanzagorta, Nuria; Leboyer, Marion; Leckman, James F; Lennertz, Leonhard; Liu, Chunyu; Lochner, Christine; Lowe, Thomas L; Lupoli, Sara; Macciardi, Fabio; Maier, Wolfgang; Manunta, Paolo; Marconi, Maurizio; McCracken, James T; Mesa Restrepo, Sandra C; Moessner, Rainald; Moorjani, Priya; Morgan, Jubel; Muller, Heike; Murphy, Dennis L; Naarden, Allan L; Nurmi, Erika; Ochoa, William Cornejo; Ophoff, Roel A; Pakstis, Andrew J; Pato, Michele T; Pato, Carlos N; Piacentini, John; Pittenger, Christopher; Pollak, Yehuda; Rauch, Scott L; Renner, Tobias; Reus, Victor I; Richter, Margaret A; Riddle, Mark A; Robertson, Mary M; Romero, Roxana; Rosário, Maria C; Rosenberg, David; Ruhrmann, Stephan; Sabatti, Chiara; Salvi, Erika; Sampaio, Aline S; Samuels, Jack; Sandor, Paul; Service, Susan K; Sheppard, Brooke; Singer, Harvey S; Smit, Jan H; Stein, Dan J; Strengman, Eric; Tischfield, Jay A; Turiel, Maurizio; Valencia Duarte, Ana V; Vallada, Homero; Veenstra-VanderWeele, Jeremy; Walitza, Susanne; Wang, Ying; Weale, Mike; Weiss, Robert; Wendland, Jens R; Westenberg, Herman G M; Shugart, Yin Yao; Hounie, Ana G; Miguel, Euripedes C; Nicolini, Humberto; Wagner, Michael; Ruiz-Linares, Andres; Cath, Danielle C; McMahon, William; Posthuma, Danielle; Oostra, Ben A; Nestadt, Gerald; Rouleau, Guy A; Purcell, Shaun; Jenike, Michael A; Heutink, Peter; Hanna, Gregory L; Conti, David V; Arnold, Paul D; Freimer, Nelson B; Stewart, S Evelyn; Knowles, James A; Cox, Nancy J; Pauls, David L
- Year
- 2015
- Journal
- The American journal of psychiatry
- PMID
- 25158072
- DOI
- 10.1176/appi.ajp.2014.13101306
- PMCID
- PMC4282594
OBJECTIVE: Obsessive-compulsive disorder (OCD) and Tourette's syndrome are highly heritable neurodevelopmental disorders that are thought to share genetic risk factors. However, the identification of definitive susceptibility genes for these etiologically complex disorders remains elusive. The authors report a combined genome-wide association study (GWAS) of Tourette's syndrome and OCD. METHOD: The authors conducted a GWAS in 2,723 cases (1,310 with OCD, 834 with Tourette's syndrome, 579 with OCD plus Tourette's syndrome/chronic tics), 5,667 ancestry-matched controls, and 290 OCD parent-child trios. GWAS summary statistics were examined for enrichment of functional variants associated with gene expression levels in brain regions. Polygenic score analyses were conducted to investigate the genetic architecture within and across the two disorders. RESULTS: Although no individual single-nucleotide polymorphisms (SNPs) achieved genome-wide significance, the GWAS signals were enriched for SNPs strongly associated with variations in brain gene expression levels (expression quantitative loci, or eQTLs), suggesting the presence of true functional variants that contribute to risk of these disorders. Polygenic score analyses identified a significant polygenic component for OCD (p=2×10(-4)), predicting 3.2% of the phenotypic variance in an independent data set. In contrast, Tourette's syndrome had a smaller, nonsignificant polygenic component, predicting only 0.6% of the phenotypic variance (p=0.06). No significant polygenic signal was detected across the two disorders, although the sample is likely underpowered to detect a modest shared signal. Furthermore, the OCD polygenic signal was significantly attenuated when cases with both OCD and co-occurring Tourette's syndrome/chronic tics were included in the analysis (p=0.01). CONCLUSIONS: Previous work has shown that Tourette's syndrome and OCD have some degree of shared genetic variation. However, the data from this study suggest that there are also distinct components to the genetic architectures of these two disorders. Furthermore, OCD with co-occurring Tourette's syndrome/chronic tics may have different underlying genetic susceptibility compared with OCD alone.
Manhattan Plot of All Genotyped and Imputed Single-Nucleotide Polymorphisms for 3,013 Tourette’s Syndrome-Obsessive-Compulsive Disorder European Ancestry Cases and 5,957 Controlsaa Red and blue lines indicate significance thresholds of 5×10−8 and 1×10−5, respectively.
Q-Q Plot of Nominal Disease Association p Values Versus Expected p Values Among the Cis eQTLs and mQTLs in Different Brain Tissues in the Tourette’s Syndrome, Obsessive-Compulsive Disorder (OCD), and Combined Genome-Wide Association Study (GWAS)aa eQTL=expression quantitative loci. A horizontal shift to the left from the diagonal line (of complete concordance between the observed p values and expected p values) in the Q-Q plot indicates enrichment.
Individual Disorder and Cross-Disorder Polygenic Score Analysis in Tourette’s Syndrome and Obsessive-Compulsive Disorder (OCD)aa The variance explained in two target samples (OCD European ancestry [EU] parent-child trios and Tourette’s French Canadian [FC] cases) is based on risk scores derived from an aggregated sum of weighted single-nucleotide polymorphism risk allele effect sizes estimated from discovery samples at six significance thresholds. The y axis indicates Nagelkerke’s pseudo R2. The p value under each discovery sample indicates how well the risk scores derived from the discovery sample can predict the illness phenotype in the target sample. N is the number of cases in each discovery sample. Negative R2 values indicate a negative correlation between risk scores and illness status in the target sample. OCD EU without known Tourette’s/chronic tics=European-ancestry OCD genome-wide association study (GWAS) samples after removing samples with known co-occurring Tourette’s/chronic tics; all OCD EU=European-ancestry OCD GWAS samples plus additional EU GWAS samples with co-occurring OCD and Tourette’s/chronic tics; combined Tourette’s/OCD EU=all European-ancestry Tourette’s GWAS samples and OCD GWAS samples; downsized OCD EU=randomly selected subset of OCD EU samples to match the number of cases in the Tourette’s EU discovery sample; Tourette’s EU=European-ancestry Tourette’s GWAS samples; OCD EU trios=the OCD EU parent-child trio probands and matched pseudo-control data derived from nontransmitted alleles; Tourette’s FC=Tourette’s French Canadian cases and matching controls. A permutation test was carried out to determine the significance of the difference in R2 between risk scores derived from OCD EU without known Tourette’s/chronic tics and all OCD EU, resulting in a two-sided empirical p value of 0.01. The inset box at upper right demonstrates the risk score elevations (difference in risk scores of transmitted alleles and untransmitted alleles in the OCD EU trios, standardized by the risk score of the untransmitted alleles) derived from three discovery samples: OCD EU without known Tourette’s/chronic tics, all OCD EU, and combined Tourette’s/OCD EU. Two-sided paired t tests were conducted for the pairwise comparisons of risk score elevations derived from three discovery samples.
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