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Jiang Z, Chen Z, Chen X. Candidate gene-environment interactions in substance abuse: A systematic review. PLoS One 2023; 18:e0287446. [PMID: 37906564 PMCID: PMC10617739 DOI: 10.1371/journal.pone.0287446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 06/06/2023] [Indexed: 11/02/2023] Open
Abstract
BACKGROUND The abuse of psychogenic drugs can lead to multiple health-related problems. Genetic and environmental vulnerabilities are factors in the emergence of substance use disorders. Empirical evidence regarding the gene-environment interaction in substance use is mixed. Summaries of the latest findings from a candidate gene approach will be useful for revealing the significance of particular gene contributions. Thus, we aim to identify different gene-environment interactions in patterns of substance use and investigate whether any effects trend notably across different genders and races. METHODS We reviewed published studies, until March 1, 2022, on substance use for candidate gene-environment interaction. Basic demographics of the included studies, target genes, environmental factors, main findings, patterns of gene-environment interaction, and other relevant information were collected and summarized. RESULTS Among a total of 44 studies, 38 demonstrated at least one significant interaction effect. About 61.5% of studies on the 5-HTTLPR gene, 100% on the MAOA gene, 42.9% on the DRD2 gene, 50% on the DRD4 gene, 50% on the DAT gene, 80% on the CRHR1 gene, 100% on the OPRM1 gene, 100% on the GABRA1 gene, and 50% on the CHRNA gene had a significant gene-environment interaction effect. The diathesis-stress model represents a dominant interaction pattern (89.5%) in the studies with a significant interaction effect; the remaining significant effect on substance use is found in the differential susceptibility model. The social push and swing model were not reported in the included studies. CONCLUSION The gene-environment interaction research on substance use behavior is methodologically multidimensional, which causes difficulty in conducting pooled analysis, or stated differently-making it hard to identify single sources of significant influence over maladaptive patterns of drug taking. In decreasing the heterogeneity and facilitating future pooled analysis, researchers must (1) replicate the existing studies with consistent study designs and measures, (2) conduct power calculations to report gene-environment correlations, (3) control for covariates, and (4) generate theory-based hypotheses with factorial based experiments when designing future studies.
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Affiliation(s)
- Zheng Jiang
- Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Zidong Chen
- Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Xi Chen
- Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong
- Department of Sociology and Social Policy, Lingnan University, Tuen Mun, Hong Kong
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Shao X, Zhu G. Associations Among Monoamine Neurotransmitter Pathways, Personality Traits, and Major Depressive Disorder. Front Psychiatry 2020; 11:381. [PMID: 32477180 PMCID: PMC7237722 DOI: 10.3389/fpsyt.2020.00381] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2020] [Accepted: 04/16/2020] [Indexed: 12/13/2022] Open
Abstract
Major depressive disorder (MDD) is a complex psychiatric disease requiring multidisciplinary approaches to identify specific risk factors and establish more efficacious treatment strategies. Although the etiology and pathophysiology of MDD are not clear until these days, it is acknowledged that they are almost certainly multifactorial and comprehensive. Monoamine neurotransmitter system dysfunction and specific personality traits are independent risk factors for depression and suicide. These factors also demonstrate complex interactions that influence MDD pathogenesis and symptom expression. In this review, we assess these relationships with the aim of providing a reference for the development of precision medicine.
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Affiliation(s)
- Xiaojun Shao
- Department of Psychiatry, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Gang Zhu
- Department of Psychiatry, The First Affiliated Hospital of China Medical University, Shenyang, China.,Central Laboratory, The First Affiliated Hospital of China Medical University, Shenyang, China
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Coplan PM, Cepeda MS, Petronis KR, DeVeaugh-Geiss A, Barsdorf AI, Kern DM, Fanelli R. Postmarketing studies program to assess the risks and benefits of long-term use of extended-release/long-acting opioids among chronic pain patients. Postgrad Med 2019; 132:44-51. [DOI: 10.1080/00325481.2019.1685793] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Paul M. Coplan
- Epidemiology, Johnson and Johnson, Titusville, NJ, USA
- Adjunct, Epidemiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | | | | | | | | | - David M. Kern
- Epidemiology, Johnson and Johnson, Titusville, NJ, USA
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Navarro-Mateu F, Quesada MP, Escámez T, Alcaráz MJ, Seiquer de la Peña C, Salmerón D, Huerta JM, Vilagut G, Chirlaque MD, Navarro C, Husky M, Kessler RC, Alonso J, Martínez S. Childhood adversities and 5-HTTLPR polymorphism as risk factors of substance use disorders: retrospective case-control study in Murcia (Spain). BMJ Open 2019; 9:e030328. [PMID: 31488488 PMCID: PMC6731914 DOI: 10.1136/bmjopen-2019-030328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Revised: 06/17/2019] [Accepted: 06/24/2019] [Indexed: 11/09/2022] Open
Abstract
OBJECTIVE To explore the separate and joint associations of childhood adversities and 5-HTTLPR polymorphism as risk factors for substance use disorders among adults. : Design : Retrospective case-control study. SETTING Cases from the substance unit and controls from a representative sample of the adult general population in the metropolitan area of Murcia (Spain). PARTICIPANTS Cases were defined as outpatients 18 years old or older currently in the treatment for alcohol, opioids or cocaine use disorders in the clinical unit. Controls were randomly selected among individuals without substance use disorders who participated in the Psychiatric Enquiry to General Population in Southeast Spain-Murcia (PEGASUS-Murcia) project, a cross-sectional study of a representative sample of the adult general population. In all, 142 cases and 531 controls were interviewed and a subsample of 114 cases (80.3%) and 329 controls (62%) provided a biological sample. EXPOSURE A history of 12 childhood adversities, lifetime mental disorders and sociodemographic variables was assessed with the Composite International Diagnostic Interview (CIDI)version 3.0). Buccal swabs were obtained to genotype the 5-HTTLPR polymorphism with the biallelic and the triallelic classification. MAIN OUTCOME AND MEASURE Multivariable logistic regression models were performed to estimate adjusted ORs and 95% CI. RESULTS Childhood adversities were associated with an elevated risk of substance use disorders (OR=5.77, 95% CI 3.46 to 9.61). Homozygotes for the short allele of the 5-HTTLPR polymorphism also showed the elevated risk of substance use disorders for the biallelic and triallelic classification: (1.97 (1.10 to 3.55) and 2.01 (1.11 to 3.64), respectively). No evidence for gene × environment interactions was found. CONCLUSIONS Childhood adversities and the 5-HTTLPR polymorphism are involved in the aetiology of substance use disorders though findings exploring the existence of a gene-environment interaction were inconclusive.
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Affiliation(s)
- Fernando Navarro-Mateu
- Unidad de Docencia, Investigación y Formación en Salud Mental, Servicio Murciano de Salud, Murcia, Spain
- Departamento de Psicología Básica y Metodología, Universidad de Murcia, Murcia, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Murcia, Spain
| | - Mari Paz Quesada
- Cellular Therapy and Hematopoietic Transplant Unit, Hematology Department, IMIB-Arrixaca, Murcia, Spain
| | - Teresa Escámez
- Biobanco-HUVA-AECC-FFIS, IMIB BIOBANCA-MUR, Murcia, Spain
| | - Mª José Alcaráz
- Fundación para la Formación e Investigación Sanitarias de la Región de Murcia, Murcia, Spain
| | | | - Diego Salmerón
- Departamento de Ciencias Sociosanitarias, Universidad de Murcia, Murcia, Spain
| | - José María Huerta
- CIBER de Epidemiología y Salud Pública (CIBERESP), Murcia, Spain
- Department of Epidemiology, Murcia Health Council, Murcia, Spain
| | - Gemma Vilagut
- CIBER de Epidemiología y Salud Pública (CIBERESP), Murcia, Spain
- Programa de Investigación en Epidemiología y Salud Pública, IMIM (Institut Hospital del Mar d’Investigacions Médiques), Barcelona, Spain
| | - Maria Dolores Chirlaque
- CIBER de Epidemiología y Salud Pública (CIBERESP), Murcia, Spain
- Departamento de Ciencias Sociosanitarias, Universidad de Murcia, Murcia, Spain
- Department of Epidemiology, Murcia Health Council, Murcia, Spain
| | - Carmen Navarro
- CIBER de Epidemiología y Salud Pública (CIBERESP), Murcia, Spain
- Departamento de Ciencias Sociosanitarias, Universidad de Murcia, Murcia, Spain
- Department of Epidemiology, Murcia Health Council, Murcia, Spain
| | - Mathilde Husky
- Laboratoire de Psychologie, Universite de Bordeaux, Bordeaux, France
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts, USA
| | - Jordi Alonso
- CIBER de Epidemiología y Salud Pública (CIBERESP), Murcia, Spain
- Programa de Investigación en Epidemiología y Salud Pública, IMIM (Institut Hospital del Mar d’Investigacions Médiques), Barcelona, Spain
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Dating violence victimization and substance use: The role of a serotonin transporter gene polymorphism (5HTTLPR). Drug Alcohol Depend 2018; 189:178-186. [PMID: 30049530 DOI: 10.1016/j.drugalcdep.2018.05.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2017] [Revised: 04/27/2018] [Accepted: 05/01/2018] [Indexed: 12/11/2022]
Abstract
While there is developing research on how genes moderate the effect of stressful life events on substance use, the limited research has yet to focus on specific stressors. As adolescent dating violence victimization has been linked to various substance use behaviors, the current research seeks to further examine the longitudinal outcomes of adolescent dating violence victimization and the role that genes play in moderating these effects. Specifically, using data from the National Longitudinal Study of Adolescent to Adult Health (Add Health), a series of logistic and negative binomial regressions are run to analyze the direct and interactive effects of adolescent dating violence victimization and a polymorphism (5HTTLPR) in the promoter region of the serotonin transporter gene on both alcohol use problems and marijuana use. The results find that 5HTTLPR interacts with adolescent dating violence victimization to increase odds of marijuana use for the sample. However, the interaction between 5HTTLPR and adolescent dating violence has differential effects for males and females, suggesting sex differences regarding the susceptibility properties of 5HTTLPR. Implications of these findings are discussed.
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Barton AW, Brody GH, Zapolski TCB, Goings TC, Kogan SM, Windle M, Yu T. Trajectory classes of cannabis use and heavy drinking among rural African American adolescents: multi-level predictors of class membership. Addiction 2018; 113:1439-1449. [PMID: 29453937 PMCID: PMC6043384 DOI: 10.1111/add.14200] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2017] [Revised: 07/26/2017] [Accepted: 02/12/2018] [Indexed: 11/30/2022]
Abstract
AIMS To inform research on the etiology and prevention of substance use among rural African American youth by (a) identifying developmental trajectory classes of cannabis use and heavy drinking across adolescence and young adulthood and (b) examining associations between trajectory class membership and multi-level assessments of risk factors. DESIGN A prospective study spanning 9 years with assessments of cannabis use and heavy drinking, the catecholamines epinephrine and norepinephrine, perceived stress and psychosocial risk factors. SETTING Rural communities in the southeastern United States. PARTICIPANTS African American youth (n = 518). MEASUREMENTS Participants were assessed for cannabis use and heavy drinking at seven assessments beginning at 16 years of age and continuing to 25 years of age. At age 19, participants provided overnight urine voids that were assayed for catecholamines, a biological marker of life stress resulting from sympathetic nervous system activation. At ages 16 and 19, participants provided information on malleable psychosocial risk factors. FINDINGS Latent class growth models revealed three distinct trajectory classes for cannabis use and for heavy drinking. Higher levels of circulating stress hormones and perceived stress were associated with classes reporting greater substance use over time (all Ps < 0.05). A composite of selected risk factors discriminated class membership (all Ps < 0.05). Trajectory classes characterized by rapid usage increases in early adulthood exhibited the greatest increase in deviant peer affiliations between ages 16 and 19 years. CONCLUSIONS Rural African American youth's cannabis use and heavy drinking across adolescence and young adulthood demonstrate distinct developmental courses; a small number of risk factors and measures of biological and perceived stress differentiate class membership prognostically. Variability over time in these measures, specifically an increase in deviant peer affiliation, may help to account for steep increases in young adulthood.
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Affiliation(s)
- Allen W. Barton
- Center for Family Research, University of Georgia, 1095 College Station Road, Athens, Georgia 30602-4527
| | - Gene. H. Brody
- Center for Family Research, University of Georgia, 1095 College Station Road, Athens, Georgia 30602-4527
| | - Tamika C. B. Zapolski
- Department of Psychology, Indiana University–Purdue University Indianapolis, 402 N. Blackford Street, Indianapolis, Indiana 46202-3275
| | - Trenette C. Goings
- School of Social Work, University of North Carolina at Chapel Hill, 325 Pittsboro Street, Chapel Hill, North Carolina 27599
| | - Steven M. Kogan
- Department of Human Development and Family Science, University of Georgia, 305 Sanford Drive, Athens, Georgia 30602
| | - Michael Windle
- Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, 1518 Clifton Road NE, Atlanta, Georgia 30322
| | - Tianyi Yu
- Center for Family Research, University of Georgia, 1095 College Station Road, Athens, Georgia 30602-4527
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Age sensitive associations of adolescent substance use with amygdalar, ventral striatum, and frontal volumes in young adulthood. Drug Alcohol Depend 2018; 186:94-101. [PMID: 29558674 PMCID: PMC5911233 DOI: 10.1016/j.drugalcdep.2018.02.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Revised: 01/30/2018] [Accepted: 02/03/2018] [Indexed: 01/19/2023]
Abstract
INTRODUCTION This study evaluated an age sensitive model of substance use across adolescence to determine if substance use was associated with smaller volumes for an earlier developing brain region, the amygdala, a later developing region, the inferior frontal gyrus, and the ventral striatum. METHOD Participants (N = 110) were African American young adults who were members of a longitudinal cohort across childhood and adolescence. Measures of substance use were collected across early (ages 12-15 yrs.), middle (ages 16-18 yrs.), and later (ages 19-21 yrs.) adolescence; then, at age 25, a representative subset of the sample completed magnetic resonance imaging (MRI) that assessed regional brain volumes. RESULTS Higher levels of substance use during early adolescence, but not middle or later adolescence, were significantly associated with smaller amygdalar volume in young adulthood. Higher levels of substance use during middle adolescence, but not early or later adolescence, were significantly associated with smaller pars opercularis volume. Substance use was not associated with the pars triangularis or ventral striatum. CONCLUSION These findings support age sensitive associations between substance use and smaller gray matter volumes at age 25 and are consistent with literature supporting the differential nature of substance use and brain maturation across adolescence and into young adulthood.
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Dasgupta N, Beletsky L, Ciccarone D. Opioid Crisis: No Easy Fix to Its Social and Economic Determinants. Am J Public Health 2018; 108:182-186. [PMID: 29267060 PMCID: PMC5846593 DOI: 10.2105/ajph.2017.304187] [Citation(s) in RCA: 571] [Impact Index Per Article: 81.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/14/2017] [Indexed: 12/12/2022]
Abstract
The accepted wisdom about the US overdose crisis singles out prescribing as the causative vector. Although drug supply is a key factor, we posit that the crisis is fundamentally fueled by economic and social upheaval, its etiology closely linked to the role of opioids as a refuge from physical and psychological trauma, concentrated disadvantage, isolation, and hopelessness. Overreliance on opioid medications is emblematic of a health care system that incentivizes quick, simplistic answers to complex physical and mental health needs. In an analogous way, simplistic measures to cut access to opioids offer illusory solutions to this multidimensional societal challenge. We trace the crisis' trajectory through the intertwined use of opioid analgesics, heroin, and fentanyl analogs, and we urge engaging the structural determinants lens to address this formidable public health emergency. A broad focus on suffering should guide both patient- and community-level interventions.
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Affiliation(s)
- Nabarun Dasgupta
- Nabarun Dasgupta is with the Injury Prevention Research Center and the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Leo Beletsky is with the School of Law and the Bouvé College of Health Sciences, Northeastern University, Boston, MA and is also with the University of California, San Diego School of Medicine, La Jolla. Daniel Ciccarone is with the Department of Family and Community Medicine, University of California, San Francisco
| | - Leo Beletsky
- Nabarun Dasgupta is with the Injury Prevention Research Center and the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Leo Beletsky is with the School of Law and the Bouvé College of Health Sciences, Northeastern University, Boston, MA and is also with the University of California, San Diego School of Medicine, La Jolla. Daniel Ciccarone is with the Department of Family and Community Medicine, University of California, San Francisco
| | - Daniel Ciccarone
- Nabarun Dasgupta is with the Injury Prevention Research Center and the Eshelman School of Pharmacy, University of North Carolina, Chapel Hill. Leo Beletsky is with the School of Law and the Bouvé College of Health Sciences, Northeastern University, Boston, MA and is also with the University of California, San Diego School of Medicine, La Jolla. Daniel Ciccarone is with the Department of Family and Community Medicine, University of California, San Francisco
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Exploring genetic moderators and epigenetic mediators of contextual and family effects: From Gene × Environment to epigenetics. Dev Psychopathol 2016; 28:1333-1346. [PMID: 27692009 DOI: 10.1017/s0954579416000882] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
In the current manuscript, we provide an overview of a research program at the University of Georgia's Center for Family Research designed to expand upon rapid and ongoing developments in the fields of genetics and epigenetics. By placing those developments in the context of translational research on family and community determinants of health and well-being among rural African Americans, we hope to identify novel, modifiable environments and biological processes. In the first section of the article, we review our earlier work on genotypic variation effects on the association between family context and mental and physical health outcomes as well as differential responses to family-based intervention. We then transition to discuss our more recent research on the association of family and community environments with epigenetic processes. In this second section of the article, we begin by briefly reviewing terminology and basic considerations before describing evidence that early environments may influence epigenetic motifs that potentially serve as mediators of long-term effects of early family and community environments on longer term health outcomes. We also provide evidence that genotype may sometimes influence epigenetic outcomes. Finally, we describe our recent efforts to use genome-wide characterization of epigenetic patterns to better understand the biological impact of protective parenting on long-term shifts in inflammatory processes and its potential implications for young adult health. As will be clear, research on epigenetics as a mediator of the connections between family/community processes and a range of health outcomes is still in its infancy, but the potential to develop important insights regarding mechanisms linking modifiable environments to biological processes and long-term health outcomes already is coming into view.
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Cordova D, Heinze J, Mistry R, Salas-Wright CP, Zimmerman MA. Ecodevelopmental trajectories of family functioning: Links with HIV/STI risk behaviors and STI among Black adolescents. Dev Psychol 2016; 52:1115-27. [PMID: 27253262 PMCID: PMC4919148 DOI: 10.1037/dev0000136] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
We examined the effects of family functioning trajectories on sexual risk behaviors and STI in adolescents. A sample of 850 predominantly (80%) Black adolescents from Michigan, United States, was assessed at baseline, 12, 24, and 36 months postbaseline. Adolescents were from working-class families with a mean age of 14.9 years (SD = .64, Range = 13.9 to 16.9) at baseline. Participants completed measures of family functioning at each time point. At 36 months postbaseline, levels of sexual risk behaviors, including sex initiation, unprotected sex, and alcohol or drug use before last sexual intercourse, and STIs were assessed. Latent class growth analysis (LCGA) yielded 4-class solutions for family conflict and parent support. Adolescents with high or increasing family conflict trajectories, and low or decreasing family support trajectories, were at relatively greater risk of sexual risk behaviors and STIs. Yet, the additional trajectories differ across outcomes highlighting the complexities of the role of family functioning on sexual risk behaviors and STIs over time. Multiple Group LCGA indicate some findings vary as a function of gender. (PsycINFO Database Record
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Affiliation(s)
| | - Justin Heinze
- School of Public Health, Health Behavior and Health Education, University of Michigan
| | - Ritesh Mistry
- School of Public Health, Health Behavior and Health Education, University of Michigan
| | | | - Marc A. Zimmerman
- School of Public Health, Health Behavior and Health Education, University of Michigan
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