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Vysotskiy M, Zhong X, Miller-Fleming TW, Zhou D, Cox NJ, Weiss LA. Integration of genetic, transcriptomic, and clinical data provides insight into 16p11.2 and 22q11.2 CNV genes. Genome Med 2021; 13:172. [PMID: 34715901 PMCID: PMC8557010 DOI: 10.1186/s13073-021-00972-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 09/16/2021] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Deletions and duplications of the multigenic 16p11.2 and 22q11.2 copy number variant (CNV) regions are associated with brain-related disorders including schizophrenia, intellectual disability, obesity, bipolar disorder, and autism spectrum disorder (ASD). The contribution of individual CNV genes to each of these identified phenotypes is unknown, as well as the contribution of these CNV genes to other potentially subtler health implications for carriers. Hypothesizing that DNA copy number exerts most effects via impacts on RNA expression, we attempted a novel in silico fine-mapping approach in non-CNV carriers using both GWAS and biobank data. METHODS We first asked whether gene expression level in any individual gene in the CNV region alters risk for a known CNV-associated behavioral phenotype(s). Using transcriptomic imputation, we performed association testing for CNV genes within large genotyped cohorts for schizophrenia, IQ, BMI, bipolar disorder, and ASD. Second, we used a biobank containing electronic health data to compare the medical phenome of CNV carriers to controls within 700,000 individuals in order to investigate the full spectrum of health effects of the CNVs. Third, we used genotypes for over 48,000 individuals within the biobank to perform phenome-wide association studies between imputed expressions of individual 16p11.2 and 22q11.2 genes and over 1500 health traits. RESULTS Using large genotyped cohorts, we found individual genes within 16p11.2 associated with schizophrenia (TMEM219, INO80E, YPEL3), BMI (TMEM219, SPN, TAOK2, INO80E), and IQ (SPN), using conditional analysis to identify upregulation of INO80E as the driver of schizophrenia, and downregulation of SPN and INO80E as increasing BMI. We identified both novel and previously observed over-represented traits within the electronic health records of 16p11.2 and 22q11.2 CNV carriers. In the phenome-wide association study, we found seventeen significant gene-trait pairs, including psychosis (NPIPB11, SLX1B) and mood disorders (SCARF2), and overall enrichment of mental traits. CONCLUSIONS Our results demonstrate how integration of genetic and clinical data aids in understanding CNV gene function and implicates pleiotropy and multigenicity in CNV biology.
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Affiliation(s)
- Mikhail Vysotskiy
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, 513 Parnassus Ave., Health Sciences East 9th floor HSE901E, San Francisco, CA, 94143, USA
- Institute for Human Genetics, University of California San Francisco, San Francisco, CA, 94143, USA
- Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, 94143, USA
- Pharmaceutical Sciences and Pharmacogenomics Graduate Program, University of California San Francisco, San Francisco, CA, 94143, USA
| | - Xue Zhong
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
- Vanderbilt Genetics Institute, Nashville, TN, 37232, USA
| | - Tyne W Miller-Fleming
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
- Vanderbilt Genetics Institute, Nashville, TN, 37232, USA
| | - Dan Zhou
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
- Vanderbilt Genetics Institute, Nashville, TN, 37232, USA
| | - Nancy J Cox
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
- Vanderbilt Genetics Institute, Nashville, TN, 37232, USA
| | - Lauren A Weiss
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, 513 Parnassus Ave., Health Sciences East 9th floor HSE901E, San Francisco, CA, 94143, USA.
- Institute for Human Genetics, University of California San Francisco, San Francisco, CA, 94143, USA.
- Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, 94143, USA.
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Ping LY, Chuang YA, Hsu SH, Tsai HY, Cheng MC. Screening for Mutations in the TBX1 Gene on Chromosome 22q11.2 in Schizophrenia. Genes (Basel) 2016; 7:genes7110102. [PMID: 27879657 PMCID: PMC5126788 DOI: 10.3390/genes7110102] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2016] [Revised: 11/14/2016] [Accepted: 11/16/2016] [Indexed: 01/22/2023] Open
Abstract
A higher-than-expected frequency of schizophrenia in patients with 22q11.2 deletion syndrome suggests that chromosome 22q11.2 harbors the responsive genes related to the pathophysiology of schizophrenia. The TBX1 gene, which maps to the region on chromosome 22q11.2, plays a vital role in neuronal functions. Haploinsufficiency of the TBX1 gene is associated with schizophrenia endophenotype. This study aimed to investigate whether the TBX1 gene is associated with schizophrenia. We searched for mutations in the TBX1 gene in 652 patients with schizophrenia and 567 control subjects using a re-sequencing method and conducted a reporter gene assay. We identified six SNPs and 25 rare mutations with no association with schizophrenia from Taiwan. Notably, we identified two rare schizophrenia-specific mutations (c.-123G>C and c.-11delC) located at 5' UTR of the TBX1 gene. The reporter gene assay showed that c.-123C significantly decreased promoter activity, while c.-11delC increased promoter activity compared with the wild-type. Our findings suggest that the TBX1 gene is unlikely a major susceptible gene for schizophrenia in an ethnic Chinese population for Taiwan, but a few rare mutations in the TBX1 gene may contribute to the pathogenesis of schizophrenia in some patients.
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Affiliation(s)
- Lieh-Yung Ping
- Department of Psychiatry, Yuli Branch, Taipei Veterans General Hospital, Hualien 98142, Taiwan.
| | - Yang-An Chuang
- Department of Psychiatry, Yuli Branch, Taipei Veterans General Hospital, Hualien 98142, Taiwan.
| | - Shih-Hsin Hsu
- Department of Psychiatry, Yuli Branch, Taipei Veterans General Hospital, Hualien 98142, Taiwan.
| | - Hsin-Yao Tsai
- Department of Psychiatry, Yuli Branch, Taipei Veterans General Hospital, Hualien 98142, Taiwan.
| | - Min-Chih Cheng
- Department of Psychiatry, Yuli Branch, Taipei Veterans General Hospital, Hualien 98142, Taiwan.
- Center for General Education, St. Mary's Junior College of Medicine, Nursing and Management, Yilan County 26644, Taiwan.
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Jiang H, Li L, Yang H, Bai Y, Jiang H, Li Y. Pax2 may play a role in kidney development by regulating the expression of TBX1. Mol Biol Rep 2014; 41:7491-8. [PMID: 25106525 DOI: 10.1007/s11033-014-3639-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2014] [Accepted: 07/21/2014] [Indexed: 11/24/2022]
Abstract
Renal anomaly is commonly found among patients with loss of TBX1 gene, encoding an important transcriptional factor implicated in numerous developmental processes. Pax2 is a member of the "paired-box" (PAX) family of homeotic genes that orchestrates the patterns of gene expression in specific cells during nephrogenesis. In this study, we hypothesized that Pax2 might activate expression of TBX1, a member of T-box family that closely involving in kidney development. Immunohistochemical and immunofluorescence staining was performed to detect TBX1 expression in E16.5 embryonic rat kidney, while luciferase assay, electrophoretic mobility shift assay (EMSA), and chromatin immunoprecipitation (ChIP) assay were used to confirm the interaction between the Pax2 protein and TBX1 genes. TBX1 was expressed in the cytoplasm of renal tubular epithelial cells in the cortex of E16.5 fetal rat kidney. Inspection of the 5'-flanking sequence of the TBX1 gene identified a putative Pax2 recognition motif (TBX1-577). Luciferase assay and EMSA confirmed this novel promoter region of TBX1 that directly interacted with Pax2, and a site mutation could abolish the transcriptional activation of the TBX1 promoter by Pax2. ChIP assay of the Pax2-TBX1 promoter complex from human kidney epithelial cells further confirmed that endogenous Pax2 interacted with TBX1 promoter region. Thus, Pax2 directly regulates TBX1 expression in vivo. These findings suggest that Pax2 may regulate the TBX1 expression through specific binding to the TBX1 promoter, which may shed light on the potential mechanism of Pax2 and TBX1 in nephrogenesis and renal malformations.
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Affiliation(s)
- Hongkun Jiang
- Department of Pediatrics, First Affiliated Hospital of China Medical University, Shenyang, 110001, China,
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The schizophrenia/bipolar disorder candidate gene GNB1L is regulated in human temporal cortex by a cis-acting element located within the 3'-region. Neurosci Bull 2014; 31:43-52. [PMID: 24831436 DOI: 10.1007/s12264-014-1461-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2014] [Accepted: 04/28/2014] [Indexed: 10/25/2022] Open
Abstract
22q11.2 deletion syndrome (DS) is a complex developmental disorder with a high incidence of psychiatric illnesses, including schizophrenia and mood disorders. Recent studies have identified Guanine Nucleotide Binding Protein (G protein) Beta Polypeptide 1-Like (GNB1L), located within the 1.5 Mbp 22q11.2 DS critical region, as a candidate liability gene for schizophrenia and bipolar disorder. In this study, we used mRNA expression measurements in Han Chinese postmortem temporal cortex and linkage disequilibrium (LD) analysis to show that GNB1L is regulated by a cis-acting genetic variant within the 3'-region of the gene. Significantly, this variant is located within an LD block that contains all of the common SNPs previously shown to associate with schizophrenia and bipolar disorder in Han Chinese and Caucasian populations. Contrary to our expectations, re-analysis of previously published case-control study data in light of our mRNA expression results implies that the GNB1L high-expression allele is the risk allele for schizophrenia and bipolar disorder in the Han Chinese population.
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Interaction between Tbx1 and HoxD10 and connection with TGFβ-BMP signal pathway during kidney development. Gene 2014; 536:197-202. [DOI: 10.1016/j.gene.2012.06.069] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2012] [Accepted: 06/19/2012] [Indexed: 12/22/2022]
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Li W, Wang X, Zhao J, Lin J, Song XQ, Yang Y, Jiang C, Xiao B, Yang G, Zhang HX, Lv LX. Association study of myelin transcription factor 1-like polymorphisms with schizophrenia in Han Chinese population. GENES BRAIN AND BEHAVIOR 2011; 11:87-93. [PMID: 21923761 DOI: 10.1111/j.1601-183x.2011.00734.x] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Schizophrenia (SZ) is characterized by a variety of complex positive, negative and cognitive symptoms that are differentially expressed in individual patients. Variability in symptom presentation indicates that multiple genes, many involved in neurodevelopment, contribute to the etiology of SZ. The myelin transcription factor 1-like (MYT1L) gene encodes the MYT1L protein that participates in several neurodevelopment pathways. The copy number variant of MYT1L gene is associated with SZ, and single-nucleotide polymorphisms (SNPs) of MYT1L contribute to major depressive disorder. To explore the association of MYT1L polymorphisms with SZ, we examined six SNPs of MYT1L in a Han Chinese population consisting of 528 paranoid schizophrenic patients and 528 healthy subjects. Our results showed that rs17039584 was significantly associated with SZ (A>G), even after Bonferroni correction. When subjects were divided by gender, the rs10190125 allele and genotype remained significantly associated with SZ in female patients. Moreover, we found that rs6742365 was associated with a family history of SZ in females. Other SNPs did not achieve statistical significance for SZ but were associated with individual phenotypes, as measured by the Positive and Negative Syndrome Scale (PANSS) inventory. Our findings suggest that MYT1L may represent a susceptibility gene for SZ in the Han Chinese population and show that a specific SNP may increase susceptibility in females.
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Affiliation(s)
- W Li
- Department of Psychiatry, Henan Mental Hospital, The Second Affiliated Hospital of Xinxiang Medical University, Xinxiang, China
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Cognitive, behavioural and psychiatric phenotype in 22q11.2 deletion syndrome. Behav Genet 2011; 41:403-12. [PMID: 21573985 DOI: 10.1007/s10519-011-9468-z] [Citation(s) in RCA: 77] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2011] [Accepted: 04/09/2011] [Indexed: 01/17/2023]
Abstract
22q11.2 Deletion syndrome has become an important model for understanding the pathophysiology of neurodevelopmental conditions, particularly schizophrenia which develops in about 20-25% of individuals with a chromosome 22q11.2 microdeletion. From the initial discovery of the syndrome, associated developmental delays made it clear that changes in brain development were a key part of the expression. Once patients were followed through childhood into adult years, further neurobehavioural phenotypes became apparent, including a changing cognitive profile, anxiety disorders and seizure diathesis. The variability of expression is as wide as for the myriad physical features associated with the syndrome, with the addition of evolving phenotype over the developmental trajectory. Notably, variability appears unrelated to length of the associated deletion. Several mouse models of the deletion have been engineered and are beginning to reveal potential molecular mechanisms for the cognitive and behavioural phenotypes observable in animals. Both animal and human studies hold great promise for further discoveries relevant to neurodevelopment and associated cognitive, behavioural and psychiatric disorders.
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Heike CL, Starr JR, Rieder MJ, Cunningham ML, Edwards KL, Stanaway IB, Crawford DC. Single nucleotide polymorphism discovery in TBX1 in individuals with and without 22q11.2 deletion syndrome. ACTA ACUST UNITED AC 2010; 88:54-63. [PMID: 19645056 DOI: 10.1002/bdra.20604] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
BACKGROUND Children with 22q11.2 deletion syndrome (22q11.2DS) have a wide range of clinical features. TBX1 has been proposed as a candidate gene for some of the features in this condition. Polymorphisms in the nondeleted TBX1, which may affect the function of the sole TBX1 gene in individuals with the 22q11.2DS, may be a key to understanding the phenotypic variability among individuals with a shared deletion. Comprehensive single nucleotide polymorphism (SNP) discovery by resequencing candidate genes can identify genetic variants that influence a given phenotype. The purpose of this study was to further characterize the sequence variability in TBX1 by identifying all common SNPs in this gene. METHODS We resequenced TBX1 in 29 children with a documented 22q11.2 deletion and 95 nondeleted, healthy individuals. We estimated allele frequencies, performed tagSNP selection, and inferred haplotypes. We also compared SNP frequencies between 22q11.2DS and control samples. RESULTS We identified 355 biallelic markers among the 190 chromosomes resequenced in the control panel. The vast majority of the markers identified were SNPs (n = 331), and the remainder indels (n = 24). We did not identify SNPs or indels in the cis- regulatory element (FOX-binding site) upstream of TBX1. In children with 22q11.2DS we detected 187 biallelic markers, six of which were indels. Four of the seven coding SNPs identified in the controls were identified in children with 22q11.2DS. CONCLUSIONS This comprehensive SNP discovery data can be used to select SNPs to genotype for future association studies assessing the role of TBX1 and phenotypic variability in individuals with 22q11.2DS.
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Affiliation(s)
- Carrie L Heike
- Department of Pediatrics, Division of Craniofacial Medicine, University of Washington and Seattle Children's Hospital, Seattle, Washington 98105-5371, USA.
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Du J, Xu Y, Duan S, Zhang A, Xuan J, Wang L, Yu L, Wang H, Li X, Feng G, He L, Xing Q. A case-control association study between the CYP3A4 and CYP3A5 genes and schizophrenia in the Chinese Han population. Prog Neuropsychopharmacol Biol Psychiatry 2009; 33:1200-4. [PMID: 19591893 DOI: 10.1016/j.pnpbp.2009.06.023] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2009] [Revised: 06/03/2009] [Accepted: 06/30/2009] [Indexed: 12/30/2022]
Abstract
In this study, variants of two genes coding for cytochrome P450 enzyme (CYP3A4 and CYP3A5) were analysed in a case-control sample using 398 schizophrenic patients and 391 healthy controls. All subjects were unrelated Han Chinese from Shanghai. No difference was observed on the allelic or genotypic distribution of CYP3A4 and CYP3A5 gene polymorphisms between the groups. However, the two-marker haplotypes covering components CYP3A41G and CYP3A53 were observed to be significantly associated with schizophrenia (corrected global p=0.0009). In addition, we identified one common risk haplotype, G/G (present in 59.5% of the general population). The results suggest that CYP3A4 and CYP3A5 might play a role in genetic susceptibility to schizophrenia. However, confirmatory studies in independent samples are needed.
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Affiliation(s)
- Jing Du
- Bio-X Center, Shanghai JiaoTong University, Shanghai 200030, China
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Hitzemann R, Malmanger B, Belknap J, Darakjian P, McWeeney S. Short-term selective breeding for high and low prepulse inhibition of the acoustic startle response; pharmacological characterization and QTL mapping in the selected lines. Pharmacol Biochem Behav 2008; 90:525-33. [PMID: 18513787 DOI: 10.1016/j.pbb.2008.04.004] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2007] [Revised: 04/01/2008] [Accepted: 04/09/2008] [Indexed: 11/29/2022]
Abstract
Selective breeding offers several important advantages over using inbred strain panels in detecting genetically correlated traits to the selection phenotype. The purpose of the current study was to selectively breed for prepulse inhibition (PPI) of the acoustic startle response (ASR), to pharmacologically and behaviorally characterize the selected lines and to use the lines for quantitative trait loci (QTL) mapping. Starting with heterogeneous stock mice formed by crossing the C57BL/6J, DBA/2J, BALB/cJ and LP/J inbred strains and using a short-term selective breeding strategy, animals were selected for High and Low PPI. The selection phenotype was the 80 dB prepulse tone (15 dB above the background noise). After five generations of selection, the High and Low lines differed significantly (78.1 +/- 3.1 vs. 45.2 +/- 3.9 [percent inhibition], p < 0.00001). The effects of haloperidol and MK-801 on PPI were not different between the High and Low lines. However, at the highest dose tested (10 mg/kg), the High line was more sensitive than the Low line to the disruptive PPI effects of methamphetamine. The lines did not differ in terms of basal activity or methamphetamine-induced changes in locomotor activity. The High and Low lines were genotyped using a panel of 768 SNPs. Significant QTLs (LOD > 10) were detected on chromosomes 11 and 16 that appeared similar to those detected previously [Hitzemann, R., Bell, J., Rasmussen, E., McCaughran, J. Mapping the genes for the acoustic startle response (ASR) and prepulse inhibition of the ASR in the BXD recombinant inbred series: effect of high-frequency hearing loss and cochlear pathology. In: Willott JF, editor. Handbook of mouse auditory research: From behavior to molecular biology. New York: CRC Press; 2001, p. 441-455.; Petryshen, T. L, Kirby, A., Hammer, R.P. Jr, Purcell, S., O'Leary, S.B., Singer, J.B., et al. Two quantitative trait loci for prepulse inhibition of startle identified on mouse chromosome 16 using chromosome substitution strains. Genetics 2005; 171: 1895-1904.]. Overall, the current study illustrates that the heritability of PPI is sufficient for shortterm selective breeding and that the lines which are developed can be used to characterize the factors associated with the regulation of PPI.
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Affiliation(s)
- Robert Hitzemann
- Department of Behavioral Neuroscience. Oregon Health & Science University, Portland, OR 97239-3098, USA.
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