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Gupta G, Deval R, Rai N, Nizamuddin S, Upadhyay S, Pasupuleti N, Ng HKT, Singh PK, Rao V. Genome-wide association study for suicide in high–risk isolated historical population from North East India. JOURNAL OF AFFECTIVE DISORDERS REPORTS 2022. [DOI: https://doi.org/10.1016/j.jadr.2022.100327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
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Gupta G, Deval R, Rai N, Nizamuddin S, Upadhyay S, Pasupuleti N, Ng HKT, Singh PK, Rao V. Genome-wide association study for suicide in high–risk isolated historical population from North East India. JOURNAL OF AFFECTIVE DISORDERS REPORTS 2022. [DOI: https:/doi.org/10.1016/j.jadr.2022.100327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
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Gupta MG, Deval DR, Rai DN, Nizamuddin DS, Upadhyay DS, Pasupuleti MN, Ng PHKT, Singh DPK, Rao PV. Genome-wide association study for suicide in high–risk isolated historical population from north east India. JOURNAL OF AFFECTIVE DISORDERS REPORTS 2022. [DOI: 10.1016/j.jadr.2022.100327] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
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Szentkereszty-Kovács Z, Gáspár K, Szegedi A, Kemény L, Kovács D, Törőcsik D. Alcohol in Psoriasis-From Bench to Bedside. Int J Mol Sci 2021; 22:ijms22094987. [PMID: 34067223 PMCID: PMC8125812 DOI: 10.3390/ijms22094987] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 05/02/2021] [Accepted: 05/03/2021] [Indexed: 01/22/2023] Open
Abstract
Alcohol affects the symptoms, compliance and comorbidities as well as the safety and efficacy of treatments in psoriatic patients. In this review, we aim to summarize and link clinical observations with a molecular background, such as signaling pathways at the cellular level and genetic variations, and to provide an overview of how this knowledge could influence our treatment selection and patient management.
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Affiliation(s)
- Zita Szentkereszty-Kovács
- Department of Dermatology, Faculty of Medicine, University of Debrecen, Nagyerdei krt. 98, 4032 Debrecen, Hungary; (Z.S.-K.); (K.G.); (A.S.); (D.K.)
| | - Krisztián Gáspár
- Department of Dermatology, Faculty of Medicine, University of Debrecen, Nagyerdei krt. 98, 4032 Debrecen, Hungary; (Z.S.-K.); (K.G.); (A.S.); (D.K.)
- Division of Dermatological Allergology, Department of Dermatology, Faculty of Medicine, University of Debrecen, Nagyerdei krt. 98, 4032 Debrecen, Hungary
| | - Andrea Szegedi
- Department of Dermatology, Faculty of Medicine, University of Debrecen, Nagyerdei krt. 98, 4032 Debrecen, Hungary; (Z.S.-K.); (K.G.); (A.S.); (D.K.)
- Division of Dermatological Allergology, Department of Dermatology, Faculty of Medicine, University of Debrecen, Nagyerdei krt. 98, 4032 Debrecen, Hungary
| | - Lajos Kemény
- HCEMM-USZ Skin Research Group, Department of Dermatology and Allergology, University of Szeged, Korányi fasor 6, 6720 Szeged, Hungary;
- MTA-SZTE Dermatological Research Group, Eötvös Loránd Research Network (ELKH), Korányi fasor 6, 6720 Szeged, Hungary
| | - Dóra Kovács
- Department of Dermatology, Faculty of Medicine, University of Debrecen, Nagyerdei krt. 98, 4032 Debrecen, Hungary; (Z.S.-K.); (K.G.); (A.S.); (D.K.)
| | - Dániel Törőcsik
- Department of Dermatology, Faculty of Medicine, University of Debrecen, Nagyerdei krt. 98, 4032 Debrecen, Hungary; (Z.S.-K.); (K.G.); (A.S.); (D.K.)
- Correspondence: ; Tel.: +36-52-255-602
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Gupta I, Dandavate R, Gupta P, Agrawal V, Kapoor M. Recent advances in genetic studies of alcohol use disorders. CURRENT GENETIC MEDICINE REPORTS 2020; 8:27-34. [PMID: 33344068 PMCID: PMC7748121 DOI: 10.1007/s40142-020-00185-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
PURPOSE OF REVIEW Alcohol use disorder (AUD) is a complex genetic disorder with very high heritability. This polygenic disorder not only results in increased morbidity and mortality, it is also a substantial social and economic burden on families and the nation. For past three decades, several genetic studies were conducted to identify genes and pathways associated with AUD. This review aims to summarize past efforts and recent advances in genetic association studies of AUD and related traits. RECENT FINDINGS Initial genetic association studies achieved a limted success and suffered from low power due to small sample sizes. AUD is a polygenic trait and data from several thousands individuals was required to identify the genetic factors of small effect sizes. The scenario changed recently with technological advances and significant reduction in cost of the genome wide association analyses (GWAS). This enabled researchers to generate genomic data on mega biobanks and cohorts with access to extensive clinical and non-clinical phenotypes. Public access to data from biobanks and collaborative efforts of researchers lead to identification of several novel loci associated with AUDs and related traits. Efforts are now underway to identify the causal variants under the GWAS loci to identify target genes and biological mechanisms underpining AUDs. Many GWAS variants occur in promoter or enhancer regions of the genes and are involved in regulation of gene expression of causal genes. This, large amounts of "omics" data from projects such as "ENCODE", RoadMap and GTEx is also helping researchers to integrate "multi-omics" data to interpret functional significance of GWAS variants. SUMMARY With current review, we aim to present the recent advances in genetic and molecular studies of AUDs. Recent successes in genetic studies of AUDs will definetely motivate researchers and lead to better therapeutic interventions for this complex disorder.
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Affiliation(s)
| | - Rohan Dandavate
- Indian Institute of Science Education and Research, Bhopal, India
| | - Pallavi Gupta
- Indian Institute of Science Education and Research, Bhopal, India
| | - Viplav Agrawal
- Indian Institute of Science Education and Research, Bhopal, India
| | - Manav Kapoor
- Icahn School of Medicine at Mount Sinai, New york, USA
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Deak JD, Gizer IR, Otto JM, Bizon C, Wilhelmsen KC. Effects of Common and Rare Chromosome 4 GABAergic Gene Variation on Alcohol Use and Antisocial Behavior. J Stud Alcohol Drugs 2019; 80:585-593. [PMID: 31790348 PMCID: PMC6900988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 08/05/2019] [Indexed: 12/31/2022] Open
Abstract
OBJECTIVE Epidemiological estimates suggest that nearly half of individuals diagnosed with alcohol use disorder will be diagnosed with another mental health disorder, with strong associations involving other externalizing disorders. Molecular genetic studies investigating the relation between alcohol use disorder and externalizing behaviors (e.g., antisocial behavior) have focused on a cluster of chromosome 4 γ-aminobutyric acid (GABA) receptor genes (GABRG1-A2-A4-B1) but have generated varying results. METHOD The current study examined associations between common and rare variation in this region with alcohol use disorder and antisocial behavior using genetic sequencing data. Specifically, the University of California at San Francisco Family Alcoholism Sample (n = 1,610; 62% female) was used to conduct common and rare variant association tests in the GABRG1-A2-A4-B1 cluster with DSM-5 alcohol use disorder symptom counts, antisocial behavior, and a product term representing their interaction. RESULTS Gene-based analyses of rare variation resulted in a significant association between rare GABRA2 variation and the interaction term. Single-variant analysis yielded only nominally significant associations. The strongest association for alcohol use disorder (rs3756007) was located in GABRA2, the strongest association for antisocial behavior (rs11941860) was located in GABRG1, and the interaction term yielded top associations in GABRA2 (rs2119183) and the intergenic region between GABRA2 and GABRG1 (rs536599). Common and rare variant associations for the interaction remained similar when covarying for the effects of the other type of variation, suggesting that the significant rare variant signal is independent of common variant contributions. CONCLUSIONS The present study suggests that both rare and common variant associations in GABRA2 confer risk for alcohol use disorder and antisocial behaviors, indicating a potential liability toward externalizing behavior more broadly.
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Affiliation(s)
- Joseph D. Deak
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri
| | - Ian R. Gizer
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri
| | - Jacqueline M. Otto
- Department of Psychological Sciences, University of Missouri, Columbia, Missouri
| | - Chris Bizon
- Renaissance Computing Institute, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Kirk C. Wilhelmsen
- Renaissance Computing Institute, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Genetics and Neurology, University of North Carolina, Chapel Hill, North Carolina
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Koulentaki M, Kouroumalis E. GABA A receptor polymorphisms in alcohol use disorder in the GWAS era. Psychopharmacology (Berl) 2018; 235:1845-1865. [PMID: 29721579 DOI: 10.1007/s00213-018-4918-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Accepted: 04/18/2018] [Indexed: 12/11/2022]
Abstract
Alcohol use disorder (AUD) is a chronic, relapsing, neuro-psychiatric illness of high prevalence and with a serious public health impact worldwide. It is complex and polygenic, with a heritability of about 50%, and influenced by environmental causal heterogeneity. Risk factors associated with its etiology have a genetic component. GABA (γ-aminobutyric acid) is a major inhibitory neurotransmitter in mammalian brain. GABAA receptors are believed to mediate some of the physiological and behavioral actions of alcohol. In this critical review, relevant genetic terms and type and methodology of the genetic studies are briefly explained. Postulated candidate genes that encode subunits of GABAA receptors, with all the reported SNPs, are presented. Genetic studies and meta-analyses examining polymorphisms of the GABAA receptor and their association with AUD predisposition are presented. The data are critically examined with reference to recent GWAS studies that failed to show relations between GABAA receptors and AUD. Restrictions and perspectives of the different findings are discussed.
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Affiliation(s)
- Mairi Koulentaki
- Alcohology Research Laboratory, Medical School, University of Crete, 71500, Heraklion, Crete, Greece.,Department of Gastroenterology, University Hospital Heraklion, 71500, Heraklion, Crete, Greece
| | - Elias Kouroumalis
- Department of Gastroenterology, University Hospital Heraklion, 71500, Heraklion, Crete, Greece.
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Salvatore JE, Meyers JL, Yan J, Aliev F, Lansford JE, Pettit GS, Bates JE, Dodge KA, Rose RJ, Pulkkinen L, Kaprio J, Dick DM. Intergenerational continuity in parents' and adolescents' externalizing problems: The role of life events and their interaction with GABRA2. JOURNAL OF ABNORMAL PSYCHOLOGY 2016; 124:709-28. [PMID: 26075969 DOI: 10.1037/abn0000066] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
We examine whether parental externalizing behavior has an indirect effect on adolescent externalizing behavior via elevations in life events, and whether this indirect effect is further qualified by an interaction between life events and adolescents' GABRA2 genotype (rs279871). We use data from 2 samples: the Child Development Project (CDP; n = 324) and FinnTwin12 (n = 802). In CDP, repeated measures of life events, mother-reported adolescent externalizing, and teacher-reported adolescent externalizing were used. In FinnTwin12, life events and externalizing were assessed at age 14. Parental externalizing was indexed by measures of antisocial behavior and alcohol problems or alcohol dependence symptoms in both samples. In CDP, parental externalizing was associated with more life events, and the association between life events and subsequent adolescent externalizing varied as a function of GABRA2 genotype (p ≤ .05). The association between life events and subsequent adolescent externalizing was stronger for adolescents with 0 copies of the G minor allele compared to those with 1 or 2 copies of the minor allele. Parallel moderation trends were observed in FinnTwin12 (p ≤ .11). The discussion focuses on how the strength of intergenerational pathways for externalizing psychopathology may differ as a function of adolescent-level individual differences.
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Affiliation(s)
| | | | - Jia Yan
- Department of Psychiatry, Virginia Commonwealth University
| | - Fazil Aliev
- Department of Psychiatry, Virginia Commonwealth University
| | | | - Gregory S Pettit
- Department of Human Development and Family Studies, Auburn University
| | - John E Bates
- Department of Psychological and Brain Sciences, Indiana University
| | | | - Richard J Rose
- Department of Psychological and Brain Sciences, Indiana University
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Wu LSH, Lee CS, Weng TY, Wang KHT, Cheng ATA. Association Study of Gene Polymorphisms in GABA, Serotonin, Dopamine, and Alcohol Metabolism Pathways with Alcohol Dependence in Taiwanese Han Men. Alcohol Clin Exp Res 2016; 40:284-90. [DOI: 10.1111/acer.12963] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2015] [Accepted: 11/12/2015] [Indexed: 11/30/2022]
Affiliation(s)
| | - Chau-Shoun Lee
- Department of Medicine; MacKay Medical College; Taipei Taiwan
- Department of Psychiatry; Mackay Memorial Hospital; Taipei Taiwan
| | - Tzu-Ya Weng
- Department of Computer Sciences and Engineering; Yuan Ze University; Taoyuan Taiwan
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Malone SM, Burwell SJ, Vaidyanathan U, Miller MB, McGue M, Iacono WG. Heritability and molecular-genetic basis of resting EEG activity: a genome-wide association study. Psychophysiology 2015; 51:1225-45. [PMID: 25387704 DOI: 10.1111/psyp.12344] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Several EEG parameters are potential endophenotypes for different psychiatric disorders. The present study consists of a comprehensive behavioral- and molecular-genetic analysis of such parameters in a large community sample (N = 4,026) of adolescent twins and their parents, genotyped for 527,829 single nucleotide polymorphisms (SNPs). Biometric heritability estimates ranged from .49 to .85, with a median of .78. The additive effect of all SNPs (SNP heritability) varied across electrodes. Although individual SNPs were not significantly associated with EEG parameters, several genes were associated with delta power. We also obtained an association between the GABRA2 gene and beta power (p < .014), consistent with findings reported by others, although this did not survive Bonferroni correction. If EEG parameters conform to a largely polygenic model of inheritance, larger sample sizes will be required to detect individual variants reliably.
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Affiliation(s)
- Stephen M Malone
- Department of Psychology, University of Minnesota, Minneapolis, Minnesota, USA
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Agrawal A, Bogdan R. Risky Business: Pathways to Progress in Biologically Informed Studies of Psychopathology. PSYCHOLOGICAL INQUIRY 2015; 26:231-238. [PMID: 27114696 DOI: 10.1080/1047840x.2015.1039930] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Arpana Agrawal
- Washington University School of Medicine, Department of Psychiatry, 660 S. Euclid, CB 8134, Saint Louis, MO 63110
| | - Ryan Bogdan
- Washington University in St. Louis, Department of Psychology, CB 1125, One Brookings Drive, Saint Louis, MO 63130
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Salvatore JE, Edwards AC, McClintick JN, Bigdeli TB, Adkins A, Aliev F, Edenberg HJ, Foroud T, Hesselbrock V, Kramer J, Nurnberger JI, Schuckit M, Tischfield JA, Xuei X, Dick DM. Genome-wide association data suggest ABCB1 and immune-related gene sets may be involved in adult antisocial behavior. Transl Psychiatry 2015; 5:e558. [PMID: 25918995 PMCID: PMC4462601 DOI: 10.1038/tp.2015.36] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2014] [Accepted: 02/09/2015] [Indexed: 11/09/2022] Open
Abstract
Adult antisocial behavior (AAB) is moderately heritable, relatively common and has adverse consequences for individuals and society. We examined the molecular genetic basis of AAB in 1379 participants from a case-control study in which the cases met criteria for alcohol dependence. We also examined whether genes of interest were expressed in human brain. AAB was measured using a count of the number of Antisocial Personality Disorder criteria endorsed under criterion A from the Diagnostic and Statistical Manual of Mental Disorders, 4th Edition (DSM-IV). Participants were genotyped on the Illumina Human 1M BeadChip. In total, all single-nucleotide polymorphisms (SNPs) accounted for 25% of the variance in AAB, although this estimate was not significant (P=0.09). Enrichment tests indicated that more significantly associated genes were over-represented in seven gene sets, and most were immune related. Our most highly associated SNP (rs4728702, P=5.77 × 10(-7)) was located in the protein-coding adenosine triphosphate-binding cassette, sub-family B (MDR/TAP), member 1 (ABCB1). In a gene-based test, ABCB1 was genome-wide significant (q=0.03). Expression analyses indicated that ABCB1 was robustly expressed in the brain. ABCB1 has been implicated in substance use, and in post hoc tests we found that variation in ABCB1 was associated with DSM-IV alcohol and cocaine dependence criterion counts. These results suggest that ABCB1 may confer risk across externalizing behaviors, and are consistent with previous suggestions that immune pathways are associated with externalizing behaviors. The results should be tempered by the fact that we did not replicate the associations for ABCB1 or the gene sets in a less-affected independent sample.
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Affiliation(s)
- J E Salvatore
- Virginia Institute for Psychiatric and Behavioral Genetics, Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - A C Edwards
- Virginia Institute for Psychiatric and Behavioral Genetics, Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - J N McClintick
- Department of Biochemistry and Molecular Biology, Indiana University, Indianapolis, IN, USA
| | - T B Bigdeli
- Virginia Institute for Psychiatric and Behavioral Genetics, Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - A Adkins
- Virginia Institute for Psychiatric and Behavioral Genetics, Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - F Aliev
- Virginia Institute for Psychiatric and Behavioral Genetics, Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
- Department of Statistics and Institute of Biotechnology, Ankara University, Ankara, Turkey
| | - H J Edenberg
- Department of Biochemistry and Molecular Biology, Indiana University, Indianapolis, IN, USA
| | - T Foroud
- Department of Medical and Molecular Genetics, Indiana University, Indianapolis, IN, USA
| | - V Hesselbrock
- Department of Psychiatry, University of Connecticut, Farmington, CT, USA
| | - J Kramer
- Department of Psychiatry, University of Iowa, Iowa City, IA, USA
| | - J I Nurnberger
- Department of Psychiatry, Indiana University, Indianapolis, IN, USA
| | - M Schuckit
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - J A Tischfield
- Department of Genetics, Rutgers University, Piscataway, NJ, USA
| | - X Xuei
- Department of Biochemistry and Molecular Biology, Indiana University, Indianapolis, IN, USA
| | - D M Dick
- Virginia Institute for Psychiatric and Behavioral Genetics, Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
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Salvatore JE, Gottesman II, Dick DM. Endophenotypes for Alcohol Use Disorder: An Update on the Field. CURRENT ADDICTION REPORTS 2015; 2:76-90. [PMID: 26236574 DOI: 10.1007/s40429-015-0046-y] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The endophenotype concept was first proposed as a strategy to use (purportedly) genetically simpler phenotypes in gene identification studies for psychiatric disorders, and is distinct from the closely related concept of intermediate phenotypes. In the area of alcohol use disorder (AUD) research, two candidate endophenotypes have produced replicable genetic associations: level of response to alcohol and neurophysiology markers (e.g., event-related oscillations and event-related potentials). Additional candidate endophenotypes from the cognitive, sensory, and neuroimaging literatures show promise, although more evidence is needed to fully evaluate their potential utility. Translational approaches to AUD endophenotypes have helped characterize the underlying neurobiology and genetics of AUD endophenotypes and identified relevant pharmacological interventions. Future research that capitalizes on the polygenic nature of endophenotypes and emphasizes endophenotypes that may change across development will enhance the usefulness of this concept to understand the genetically-influenced pathways toward AUD.
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Affiliation(s)
- Jessica E Salvatore
- Department of Psychiatry, Virginia Commonwealth University, PO Box 980126, Richmond, VA 23298-0126
| | - Irving I Gottesman
- Department of Psychology, University of Minnesota, N231 Elliott Hall, 75 East River Road, Minneapolis, MN 55455
| | - Danielle M Dick
- Department of Psychiatry, Virginia Commonwealth University, PO Box 980126, Richmond, VA 23298-0126
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Iacono WG, Vaidyanathan U, Vrieze SI, Malone SM. Knowns and unknowns for psychophysiological endophenotypes: integration and response to commentaries. Psychophysiology 2014; 51:1339-47. [PMID: 25387720 PMCID: PMC4231488 DOI: 10.1111/psyp.12358] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
We review and summarize seven molecular genetic studies of 17 psychophysiological endophenotypes that comprise this special issue of Psychophysiology, address criticisms raised in accompanying Perspective and Commentary pieces, and offer suggestions for future research. Endophenotypes are polygenic, and possibly influenced by rare genetic variants. Because they are not simpler genetically than clinical phenotypes, they are unlikely to assist gene discovery for psychiatric disorder. Once genetic variants for clinical phenotypes are identified, associated endophenotypes are likely to provide valuable insights into the psychological and neural mechanisms important to disorder pathology. This special issue provides a foundation for informed future steps in endophenotype genetics, including the formation of large sample consortia capable of fleshing out the many genetic variants contributing to individual differences in psychophysiological measures.
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Affiliation(s)
- William G Iacono
- Department of Psychology, University of Minnesota, Minneapolis, Minnesota, USA
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