1
|
Hill SY, Edenberg HJ, Corvin A, Thorgeirsson T, Below JE, Goldman D, Leal S, Almasy L, Cox NJ, Daly M, Neale B, Vrieze S, Zoghbi H. Whole Genome Sequencing of Pedigrees With High Density of Substance Use and Psychiatric Disorders: A Meeting Report. GENES, BRAIN, AND BEHAVIOR 2025; 24:e70017. [PMID: 39935334 DOI: 10.1111/gbb.70017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Revised: 12/09/2024] [Accepted: 01/26/2025] [Indexed: 02/13/2025]
Abstract
The National Institute of Drug Abuse convened a panel of scientists with expertise in substance use disorders (SUD) and genetic methodologies primarily to determine the feasibility of performing whole genome sequencing utilizing existing pedigree collections with a high density of SUD and psychiatric disorders. A major focus was on determining if there had been any successes in identifying genetic variants for complex traits in family-based designs. Such information could provide assurance that whole genome sequencing might provide significant pay-offs particularly in the pursuit of rare variants and copy number variants. An important goal was to discuss and evaluate optimal strategies for studying genetic variants in human samples. Specific topics were (a) to consider whether a smaller number of cases typically available in family studies versus the larger number available in biobanks can reveal unique information; (b) to identify potential gaps in information available in biobank data that might be supplemented with family data; (c) to consider the optimal SUD phenotypic definitions (e.g., quantity of use, problem-oriented) and data collection instruments (self-report or clinician administered) that are both practical and efficient to collect, and likely to provide important insights concerning prevention, intervention, and medication development. Conclusions reached by the panel included optimism about the successes that have occurred in the existing family studies ascertained to include densely affected pedigrees. Evaluation of methodologies led, overall, to a panel consensus that steps should be taken to utilize biobank collection in conjunction with family-based investigations for optimal variant discovery.
Collapse
Affiliation(s)
- Shirley Y Hill
- Behavioral Genetics Research Program, Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Howard J Edenberg
- Department of Biochemistry and Molecular Biology, Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Aiden Corvin
- Trinity Translational Medicine Institute, Department of Psychiatry, Trinity College Dublin, Dublin, Ireland
| | | | - Jennifer E Below
- Vanderbilt Memory and Alzheimers Center, Vanderbilt University, Nashville, Tennessee, USA
| | - David Goldman
- Laboratory of Neurogenetics, National Institute on Alcoholism and Alcohol Abuse, Bethesda, Maryland, USA
| | - Suzanne Leal
- Sergievsky Center, Department of Neurology, Columbia University, New York, New York, USA
| | - Laura Almasy
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Nancy J Cox
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, Tennessee, USA
| | - Mark Daly
- Program in Medical and Population Genetics, Broad Institute, Boston, Massachusetts, USA
| | - Benjamin Neale
- Program in Medical and Population Genetics, Broad Institute, Boston, Massachusetts, USA
| | - Scott Vrieze
- Department of Psychology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Huda Zoghbi
- Department of Pediatrics, Department of Molecular and Human Genetics, Department of Neurology and Neuroscience, Baylor College of Medicine, Howard Hughes Medical Institute, Jan and Dan Duncan Neurological Research Institute, Houston, Texas, USA
| |
Collapse
|
2
|
Liu X, Zhou H, Jiang C, Xue Y, Zhou Z, Wang J. Cognitive Control Deficits in Alcohol Dependence Are a Trait- and State-Dependent Biomarker: An ERP Study. Front Psychiatry 2020; 11:606891. [PMID: 33363489 PMCID: PMC7752997 DOI: 10.3389/fpsyt.2020.606891] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 11/11/2020] [Indexed: 11/16/2022] Open
Abstract
Alcohol dependence (AD) presents cognitive control deficits. Event-related potential (ERP) P300 reflects cognitive control-related processing. The aim of this study was to investigate whether cognitive control deficits are a trait biomarker or a state biomarker in AD. Participants included 30 AD patients and 30 healthy controls (HCs). All participants were measured with P300 evoked by a three-stimulus auditory oddball paradigm at a normal state (time 1, i.e., just after the last alcohol intake) and abstinence (time 2, i.e., just after a 4-week abstinence). The results showed that for P3a and P3b amplitude, the interaction effect for group × time point was significant, the simple effect for group at time 1 level and time 2 level was significant, and the simple effect for time point at AD group level was significant; however, the simple effect for time point at HC group level was not significant. Above results indicated that compared to HCs, AD patients present reductions of P3a/3b amplitude, and after 4-week alcohol abstinence, although P3a/3b amplitudes were improved, they were still lower than those of HCs. For P3a and P3b latencies, no significant differences were observed. These findings conclude that AD patients present cognitive control deficits that are reflected by P3a/3b and that cognitive control deficits in AD are trait- and state-dependent. The implication of these findings is helpful to understand the psychological and neural processes for AD, and these findings suggest that improving the cognitive control function may impact the treatment effect for AD.
Collapse
Affiliation(s)
- Xiaohong Liu
- Department of Substance Dependence, The Affiliated Wuxi Mental Health Center of Nanjing Medical University, Wuxi, China
| | - Hongliang Zhou
- Nanjing Brain Hospital Affiliated to Nanjing Medical University, Wuxi, China
| | - Chenguang Jiang
- Department of Substance Dependence, The Affiliated Wuxi Mental Health Center of Nanjing Medical University, Wuxi, China
| | - Yanling Xue
- Department of Substance Dependence, The Affiliated Wuxi Mental Health Center of Nanjing Medical University, Wuxi, China
| | - Zhenhe Zhou
- Department of Psychiatry, The Affiliated Wuxi Mental Health Center of Nanjing Medical University, Wuxi, China
| | - Jun Wang
- Department of Psychiatry, The Affiliated Wuxi Mental Health Center of Nanjing Medical University, Wuxi, China
| |
Collapse
|
3
|
Lan T, Yang B, Zhang X, Wang T, Lu Q. Statistical Methods and Software for Substance Use and Dependence Genetic Research. Curr Genomics 2019; 20:172-183. [PMID: 31929725 PMCID: PMC6935956 DOI: 10.2174/1389202920666190617094930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Revised: 05/16/2019] [Accepted: 05/24/2019] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Substantial substance use disorders and related health conditions emerged dur-ing the mid-20th century and continue to represent a remarkable 21st century global burden of disease. This burden is largely driven by the substance-dependence process, which is a complex process and is influenced by both genetic and environmental factors. During the past few decades, a great deal of pro-gress has been made in identifying genetic variants associated with Substance Use and Dependence (SUD) through linkage, candidate gene association, genome-wide association and sequencing studies. METHODS Various statistical methods and software have been employed in different types of SUD ge-netic studies, facilitating the identification of new SUD-related variants. CONCLUSION In this article, we review statistical methods and software that are currently available for SUD genetic studies, and discuss their strengths and limitations.
Collapse
Affiliation(s)
| | | | | | - Tong Wang
- Address correspondence to these authors at the Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, China; Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, USA; Tel/ Fax: ++1-517-353-8623; E-mails: ;
| | - Qing Lu
- Address correspondence to these authors at the Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, China; Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, USA; Tel/ Fax: ++1-517-353-8623; E-mails: ;
| |
Collapse
|
4
|
Zhang JD, Zhang FX, Guo LF, Li N, Shan BE. Chronic alcohol administration affects purine nucleotide catabolism in vivo. Life Sci 2016; 168:58-64. [PMID: 27838211 DOI: 10.1016/j.lfs.2016.11.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2016] [Revised: 10/25/2016] [Accepted: 11/09/2016] [Indexed: 02/03/2023]
Abstract
AIMS To investigate the relationship between chronic alcohol administration and purine nucleotide metabolism in vivo. MAIN METHODS Rat models of alcohol dependence and withdrawal were used. The concentrations of uric acid (UAC), urea nitrogen (UREA), creatinine (CREA), and beta-2-microglobulin (β2-M) and creatinine clearance rate (CCR) in plasma were measured. The PLC method was used to detect the absolute content of purine nucleotides in different tissues. Enzymatic activities of adenosine deaminase (ADA), xanthine oxidase (XO), ribose 5-phosphate pyrophosphokinase (RPPPK), glutamine phosphoribosylpyrophosphate amidotransferase (GPRPPAT), hypoxanthine-guanine phosphate ribose transferase (HGPRT), and adenine phosphoribosyltransferase (APRT) in the tissues were analyzed. Real-time PCR was used to determine the relative level of ADA and XO. KEY FINDINGS The renal function of rats with alcohol dependence was normal. Further, the content of purine nucleotides (GMP, AMP, GTP, and ATP) in tissues of the rats was decreased, which indicated that the increased uric acid should be derived from the decomposition of nucleotides in vivo. The activity of XO and ADA increased, and their mRNA expression was enhanced in the alcohol dependence group, but there was no significant difference in the activity of RPPPK and GPRPPAT in the liver, small intestine, and muscle; furthermore, no significant difference in the activity of HGPRT and APRT was observed in the brain. SIGNIFICANCE These results indicate that chronic alcohol administration might enhance the catabolism of purine nucleotides in tissues by inducing gene expression of ADA and XO, leading to elevation of plasma uric acid levels.
Collapse
Affiliation(s)
- J D Zhang
- Research Center, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, PR China; Clinical Laboratory, Harrison International Peace Hospital of Hebei Medical University, Hengshui, Hebei 050000, PR China
| | - F X Zhang
- Nursing Department, Hengshui Health School, Hengshui, Hebei 050000, PR China
| | - L F Guo
- Clinical Laboratory, Harrison International Peace Hospital of Hebei Medical University, Hengshui, Hebei 050000, PR China
| | - N Li
- Clinical Laboratory, Harrison International Peace Hospital of Hebei Medical University, Hengshui, Hebei 050000, PR China
| | - B E Shan
- Research Center, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, PR China.
| |
Collapse
|
5
|
Hill SY, O'Brien J. Psychological and Neurobiological Precursors of Alcohol Use Disorders in High Risk Youth. CURRENT ADDICTION REPORTS 2015; 2:104-113. [PMID: 26301172 DOI: 10.1007/s40429-015-0051-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
It has long been known that Alcohol Use Disorders (AUDs) run in families with substantial heritability. Determining the specific genetic underpinnings of these disorders has been challenging because of the clinical heterogeneity and variable expression across the lifespan. The search for endophenotypic biological variation associated with the AUD and related substance use disorder (SUD) phenotypes is based on the belief that an endophenotype is more proximal to the causative gene. Identification of genes conferring increased susceptibility has important implications for treatment through the potential development of medications that target specific genetic pathways. High risk family designs that contrast offspring with and without a familial/genetic background have provided valuable insights into the psychological characteristics (executive control, affective regulation, decision making and social cognition) that differentiate such individuals. The current chapter will review these with a focus on brain morphology of specific regions, the coordinated activity of neural networks, and developmental trajectories of electrophysiological activity.
Collapse
Affiliation(s)
- Shirley Y Hill
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15213 ; Department of Psychology, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15260 ; Department of Human Genetics, Graduate School of Public Health, Pittsburgh, PA 15261
| | - Jessica O'Brien
- Department of Psychology, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15260
| |
Collapse
|