- Davis, Christal, Gizer, Ian, Lynskey, Michael, Statham, Dixie, Heath, Andrew, Martin, Nicholas, Slutske, Wendy
- Authors: Davis, Christal , Gizer, Ian , Lynskey, Michael , Statham, Dixie , Heath, Andrew , Martin, Nicholas , Slutske, Wendy
- Date: 2023
- Type: Text , Journal article
- Relation: Addiction Vol. 118, no. 1 (2023), p. 167-176
- Full Text: false
- Reviewed:
- Description: Background and Aims: Previous studies have demonstrated associations between substance use and reduced educational attainment; however, many were unable to account for potential confounding factors like genetics and the rearing environment. In the few studies that controlled for these factors, the substances assessed were limited to alcohol, cannabis, and tobacco. To address these limitations, we examined the relationship between adolescent use of seven kinds of substances, the number of additional substances used, and high school noncompletion within a large sample of Australian twins. Design: A series of two-level generalized mixed effects logistic regressions were conducted to examine associations between adolescent substance use and high school noncompletion. Setting: Australia. Participants: A total of 9579 adult Australian twins from two cohorts of the Australian Twin Registry. Measurements: Assessments of high school completion, childhood major depression, conduct disorder symptoms, substance use initiation, demographics, and parental educational attainment using the Australian version of the Semi-Structured Assessment for the Genetics of Alcoholism. Findings: There were unique within-twin-pair effects of use of sedatives (odds ratio [OR] = 22.39 [95% confidence interval (CI) = 1.18–423.48]) and inhalants/solvents (OR = 10.46 [95% CI = 1.30–84.16]) on high school noncompletion. The number of substances used in adolescence was strongly associated with high school noncompletion across all discordant twin models (ORs from 1.50–2.32, Ps < 0.03). Conclusions: In Australia, adolescent substance use appears to be associated with early school dropout, with the effects of any given substance largely because of the confounding factors of parental education, childhood conduct disorder symptoms, and use of other substances. Sedatives and inhalants/solvents have effects on high school noncompletion that cannot be explained by polysubstance use or familial factors. © 2022 Society for the Study of Addiction.
- Chang, Lun-Hsien, Whitfield, John, Liu, Mengzhen, Medland, Sarah, Hickie, Ian, Martin, Nicholas, Verhulst, Brad, Heath, Andrew, Madden, Pamela, Statham, Dixie, Gillespie, Nathan, Gscan Consortium
- Authors: Chang, Lun-Hsien , Whitfield, John , Liu, Mengzhen , Medland, Sarah , Hickie, Ian , Martin, Nicholas , Verhulst, Brad , Heath, Andrew , Madden, Pamela , Statham, Dixie , Gillespie, Nathan , Gscan Consortium
- Date: 2019
- Type: Text , Journal article
- Relation: Drug and Alcohol Dependence Vol. 205, no. (2019), p.
- Full Text: false
- Reviewed:
- Description: Background: Substance use, substance use disorders (SUDs), and psychiatric disorders commonly co-occur. Genetic risk common to these complex traits is an important explanation; however, little is known about how polygenic risk for tobacco or alcohol use overlaps the genetic risk for the comorbid SUDs and psychiatric disorders. Methods: We constructed polygenic risk scores (PRSs) using GWAS meta-analysis summary statistics from a large discovery sample, GWAS & Sequencing Consortium of Alcohol and Nicotine use (GSCAN), for smoking initiation (SI; N = 631,564), age of initiating regular smoking (AI; N = 258,251), cigarettes per day (CPD; N = 258,999), smoking cessation (SC; N = 312,273), and drinks per week (DPW; N = 527,402). We then estimated the fixed effect of these PRSs on the liability to 15 phenotypes related to tobacco and alcohol use, substance use disorders, and psychiatric disorders in an independent target sample of Australian adults. Results: After adjusting for multiple testing, 10 of 75 combinations of discovery and target phenotypes remained significant. PRS-SI (R2 range: 1.98%–5.09 %) was positively associated with SI, DPW, and with DSM-IV and FTND nicotine dependence, and conduct disorder. PRS-AI (R2: 3.91 %) negatively associated with DPW. PRS-CPD (R2: 1.56 %–1.77 %) positively associated with DSM-IV nicotine dependence and conduct disorder. PRS-DPW (R2: 3.39 %–6.26 %) positively associated with only DPW. The variation of DPW was significantly influenced by sex*PRS-SI, sex*PRS-AI and sex*PRS-DPW. Such interaction effect was not detected in the other 14 phenotypes. Conclusions: Polygenic risks associated with tobacco use are also associated with liability to alcohol consumption, nicotine dependence, and conduct disorder. © 2019 Elsevier B.V.
Big Five personality traits and alcohol, nicotine, cannabis, and gambling disorder comorbidity
- Dash, Genevieve, Slutske, Wendy, Martin, Nicholas, Statham, Dixie, Agrawal, Arpana, Lynskey, Michael
- Authors: Dash, Genevieve , Slutske, Wendy , Martin, Nicholas , Statham, Dixie , Agrawal, Arpana , Lynskey, Michael
- Date: 2019
- Type: Text , Journal article
- Relation: Psychology of Addictive Behaviors Vol. 33, no. 4 (2019), p. 420-429
- Full Text: false
- Reviewed:
- Description: The Diagnostic and Statistical Manual of Mental Disorders (DSM; 5th ed.) reassignment of gambling disorder as an addictive disorder alongside the substance-related addictive disorders encourages research into their shared etiologies. The aims of this study were to examine: (a) the associations of Big Five personality dimensions with alcohol, nicotine, cannabis, and gambling disorders, (b) the comorbidity between these disorders, (c) the extent to which common personality underpinnings explain comorbidity, (d) whether results differed for men and women, and (e) the magnitude of personality differences corresponding to the 4 disorders. Participants were 3,785 twins and siblings (1.365 men, 2,420 women; M-age = 32 years, range = 21-46 years) from the Australian Twin Registry who completed psychiatric interviews and Big Five personality inventories. The personality profile of high neuroticism, low agreeableness, and low conscientiousness was associated with all 4 addictive disorders. All but 1 of the pairwise associations between the disorders were significant. After accounting for Big Five traits, the associations were attenuated to varying degrees but remained significant. The results were generally similar for men and women. The results suggest that the Big Five traits of neuroticism, agreeableness, and conscientiousness are associated with the general propensity to develop an addictive disorder and may in part explain their co-occurrence; however, they may be more broadly associated with the propensity for any psychiatric disorder. The effect sizes of the personality associations suggest that the diagnosis of gambling disorder as operationalized by the DSM may be more severe than the other addictive disorders. Calibration of the diagnosis of gambling disorder to the other addictive disorders may be warranted.
Cohort profile : the Australian genetics of depression study
- Byrne, Enda, Kirk, Katherine, Medland, Sarah, McGrath, John, Colodro-Conde, Lucia, Parker, Richard, Cross, Simone, Sullivan, Lenore, Statham, Dixie, Levinson, Douglas, Licinio, Julio, Wray, Naomi, Hickie, Ian, Martin, Nicholas
- Authors: Byrne, Enda , Kirk, Katherine , Medland, Sarah , McGrath, John , Colodro-Conde, Lucia , Parker, Richard , Cross, Simone , Sullivan, Lenore , Statham, Dixie , Levinson, Douglas , Licinio, Julio , Wray, Naomi , Hickie, Ian , Martin, Nicholas
- Date: 2020
- Type: Text , Journal article
- Relation: BMJ Open Vol. 10, no. 5 (2020), p.
- Full Text:
- Reviewed:
- Description: Purpose Depression is the most common psychiatric disorder and the largest contributor to global disability. The Australian Genetics of Depression study was established to recruit a large cohort of individuals who have been diagnosed with depression at some point in their lifetime. The purpose of establishing this cohort is to investigate genetic and environmental risk factors for depression and response to commonly prescribed antidepressants. Participants A total of 20 689 participants were recruited through the Australian Department of Human Services and a media campaign, 75% of whom were female. The average age of participants was 43 years±15 years. Participants completed an online questionnaire that consisted of a compulsory module that assessed self-reported psychiatric history, clinical depression using the Composite Interview Diagnostic Interview Short Form and experiences of using commonly prescribed antidepressants. Further voluntary modules assessed a wide range of traits of relevance to psychopathology. Participants who reported they were willing to provide a DNA sample (75%) were sent a saliva kit in the mail. Findings to date 95% of participants reported being given a diagnosis of depression by a medical practitioner and 88% met the criteria for a lifetime depressive episode. 68% of the sample report having been diagnosed with another psychiatric disorder in addition to depression. In line with findings from clinical trials, only 33% of the sample report responding well to the first antidepressant they were prescribed. Future plans A number of analyses to investigate the genetic architecture of depression and common comorbidities will be conducted. The cohort will contribute to the global effort to identify genetic variants that increase risk to depression. Furthermore, a thorough investigation of genetic and psychosocial predictors of antidepressant response and side effects is planned. © © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.
- Authors: Byrne, Enda , Kirk, Katherine , Medland, Sarah , McGrath, John , Colodro-Conde, Lucia , Parker, Richard , Cross, Simone , Sullivan, Lenore , Statham, Dixie , Levinson, Douglas , Licinio, Julio , Wray, Naomi , Hickie, Ian , Martin, Nicholas
- Date: 2020
- Type: Text , Journal article
- Relation: BMJ Open Vol. 10, no. 5 (2020), p.
- Full Text:
- Reviewed:
- Description: Purpose Depression is the most common psychiatric disorder and the largest contributor to global disability. The Australian Genetics of Depression study was established to recruit a large cohort of individuals who have been diagnosed with depression at some point in their lifetime. The purpose of establishing this cohort is to investigate genetic and environmental risk factors for depression and response to commonly prescribed antidepressants. Participants A total of 20 689 participants were recruited through the Australian Department of Human Services and a media campaign, 75% of whom were female. The average age of participants was 43 years±15 years. Participants completed an online questionnaire that consisted of a compulsory module that assessed self-reported psychiatric history, clinical depression using the Composite Interview Diagnostic Interview Short Form and experiences of using commonly prescribed antidepressants. Further voluntary modules assessed a wide range of traits of relevance to psychopathology. Participants who reported they were willing to provide a DNA sample (75%) were sent a saliva kit in the mail. Findings to date 95% of participants reported being given a diagnosis of depression by a medical practitioner and 88% met the criteria for a lifetime depressive episode. 68% of the sample report having been diagnosed with another psychiatric disorder in addition to depression. In line with findings from clinical trials, only 33% of the sample report responding well to the first antidepressant they were prescribed. Future plans A number of analyses to investigate the genetic architecture of depression and common comorbidities will be conducted. The cohort will contribute to the global effort to identify genetic variants that increase risk to depression. Furthermore, a thorough investigation of genetic and psychosocial predictors of antidepressant response and side effects is planned. © © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.
- Kannis-Dymand, Lee, Colhoun, Helen, Huntley, Monique, Woolcock, Colette, Chambers, Ron, Compte, Dianne Le, Macleod, Juliet, Gilbert, Claire, Statham, Dixie, Jones, Monique, Sullivan, Clare, Alexander, Jane, Love, Steven, Bell, Caroline
- Authors: Kannis-Dymand, Lee , Colhoun, Helen , Huntley, Monique , Woolcock, Colette , Chambers, Ron , Compte, Dianne Le , Macleod, Juliet , Gilbert, Claire , Statham, Dixie , Jones, Monique , Sullivan, Clare , Alexander, Jane , Love, Steven , Bell, Caroline
- Date: 2022
- Type: Text , Journal article
- Relation: Australasian journal of disaster and trauma studies Vol. 26, no. 1 (2022), p. 3
- Full Text: false
- Reviewed:
- Description: Research of clinical patients with a pre-existing psychological disorder involved in a disaster is limited. This study investigated relationships between pre-and post-earthquake psychopathology (i.e., anxiety, depression, and posttraumatic stress), peritraumatic distress, work and social impairment, perceived support post-earthquake, and personality dimensions in an outpatient, anxiety disorder population. Thirty-seven patients with pre-existing anxiety disorders completed standard clinical assessments pre-earthquake. They then completed a second set of questionnaires 3 months after exposure to the 2010 Christchurch, Aotearoa New Zealand, earthquake. Bivariate correlations on the variables determined what relationships were present, and paired samples t-tests assessed differences in pre- and post-earthquake anxiety, depression, and alcohol and drug consumption as well as relationships with peritraumatic distress, posttraumatic stress, and personality variables. Significant relationships were found between pre-earthquake psychopathology, peritraumatic distress, post-earthquake psychopathology, and impairment. Paired samples t-tests demonstrated anxiety and depression scores were significantly lower post-earthquake. However, prior anxiety and depression, as well as peritraumatic distress, were significantly associated with post-earthquake psychopathology, including posttraumatic stress and impaired work and social functioning. There were no differences between pre- and post-event alcohol and drug consumption. The personality dimensions of harm avoidance, self-directedness, and persistence significantly associated with post-disaster anxiety and depression. Promisingly, post-earthquake perceived support was significantly negatively correlated with depression and posttraumatic stress. Keywords: Anxiety, depression, posttraumatic stress, peritraumatic distress, personality temperament, earthquake
- Davis, Christal, Gizer, Ian, Colodro-Conde, Lucia, Statham, Dixie, Martin, Nicholas, Slutske, Wendy
- Authors: Davis, Christal , Gizer, Ian , Colodro-Conde, Lucia , Statham, Dixie , Martin, Nicholas , Slutske, Wendy
- Date: 2022
- Type: Text , Journal article
- Relation: Twin Research and Human Genetics Vol. 25, no. 4-5 (2022), p. 187-195
- Full Text: false
- Reviewed:
- Description: Genes associated with educational attainment may be related to or interact with adolescent alcohol, tobacco and cannabis use. Potential gene-environment interplay between educational attainment polygenic scores (EA-PGS) and adolescent alcohol, tobacco, and cannabis use was evaluated with a series of regression models fitted to data from a sample of 1871 adult Australian twins. All models controlled for age, age2, cohort, sex and genetic ancestry as fixed effects, and a genetic relatedness matrix was included as a random effect. Although there was no evidence that adolescent alcohol, tobacco or cannabis use interacted with EA-PGS to influence educational attainment, there was a significant, positive gene-environment correlation with adolescent alcohol use at all PGS thresholds (ps <.02). Higher EA-PGS were associated with an increased likelihood of using alcohol as an adolescent (
Genetic aetiology of self-harm ideation and behaviour
- Campos, Adrian, Verweij, Karin, Statham, Dixie, Madden, Pamela, Maciejewski, Dominique, Davis, Katrina, John, Ann, Hotopf, Matthew, Heath, Andrew, Martin, Nicholas, Rentería, Miguel
- Authors: Campos, Adrian , Verweij, Karin , Statham, Dixie , Madden, Pamela , Maciejewski, Dominique , Davis, Katrina , John, Ann , Hotopf, Matthew , Heath, Andrew , Martin, Nicholas , Rentería, Miguel
- Date: 2020
- Type: Text , Journal article
- Relation: Scientific Reports Vol. 10, no. 1 (2020), p.
- Full Text:
- Reviewed:
- Description: Family studies have identified a heritable component to self-harm that is partially independent from comorbid psychiatric disorders. However, the genetic aetiology of broad sense (non-suicidal and suicidal) self-harm has not been characterised on the molecular level. In addition, controversy exists about the degree to which suicidal and non-suicidal self-harm share a common genetic aetiology. In the present study, we conduct genome-wide association studies (GWAS) on lifetime self-harm ideation and self-harm behaviour (i.e. any lifetime self-harm act regardless of suicidal intent) using data from the UK Biobank (n > 156,000). We also perform genome wide gene-based tests and characterize the SNP heritability and genetic correlations between these traits. Finally, we test whether polygenic risk scores (PRS) for self-harm ideation and self-harm behaviour predict suicide attempt, suicide thoughts and non-suicidal self-harm (NSSH) in an independent target sample of 8,703 Australian adults. Our GWAS results identified one genome-wide significant locus associated with each of the two phenotypes. SNP heritability (hsnp2) estimates were ~10%, and both traits were highly genetically correlated (LDSC rg > 0.8). Gene-based tests identified seven genes associated with self-harm ideation and four with self-harm behaviour. Furthermore, in the target sample, PRS for self-harm ideation were significantly associated with suicide thoughts and NSSH, and PRS for self-harm behaviour predicted suicide thoughts and suicide attempt. Follow up regressions identified a shared genetic aetiology between NSSH and suicide thoughts, and between suicide thoughts and suicide attempt. Evidence for shared genetic aetiology between NSSH and suicide attempt was not statistically significant. © 2020, The Author(s).
- Description: This research was conducted using data from the UK Biobank resource under application number 25331. AC-G is supported by a UQ Research Training Scholarship from The University of Queensland (UQ). MER thanks the support of the NHMRC and Australian Research Council (ARC), and National Health and Medical Research Council (NHMRC) through a Research Fellowship (GNT1102821) and NHMRC Centre for Research Excellence in Suicide Prevention (GNT1042580). This research was made possible thanks to support from the US National Institutes of Health (grants AA013326, AA07535, AA0758O, AA07728, AA10249, AA13320, AA13321, AA14041, AA11998, AA17688, DA00272, DA012854, DA07261, DA018267, DA018660, DA23668 and DA019951); the Australian National Health and Medical Research Council (241944, 339462, 389927, 389875, 389891, 389892, 389938, 442915, 442981, 496739, 552485, 552498, 628911 1047956); the Australian Research Council (A7960034, A79906588, A79801419, DP0770096, DP0212016 and DP0343921).
- Authors: Campos, Adrian , Verweij, Karin , Statham, Dixie , Madden, Pamela , Maciejewski, Dominique , Davis, Katrina , John, Ann , Hotopf, Matthew , Heath, Andrew , Martin, Nicholas , Rentería, Miguel
- Date: 2020
- Type: Text , Journal article
- Relation: Scientific Reports Vol. 10, no. 1 (2020), p.
- Full Text:
- Reviewed:
- Description: Family studies have identified a heritable component to self-harm that is partially independent from comorbid psychiatric disorders. However, the genetic aetiology of broad sense (non-suicidal and suicidal) self-harm has not been characterised on the molecular level. In addition, controversy exists about the degree to which suicidal and non-suicidal self-harm share a common genetic aetiology. In the present study, we conduct genome-wide association studies (GWAS) on lifetime self-harm ideation and self-harm behaviour (i.e. any lifetime self-harm act regardless of suicidal intent) using data from the UK Biobank (n > 156,000). We also perform genome wide gene-based tests and characterize the SNP heritability and genetic correlations between these traits. Finally, we test whether polygenic risk scores (PRS) for self-harm ideation and self-harm behaviour predict suicide attempt, suicide thoughts and non-suicidal self-harm (NSSH) in an independent target sample of 8,703 Australian adults. Our GWAS results identified one genome-wide significant locus associated with each of the two phenotypes. SNP heritability (hsnp2) estimates were ~10%, and both traits were highly genetically correlated (LDSC rg > 0.8). Gene-based tests identified seven genes associated with self-harm ideation and four with self-harm behaviour. Furthermore, in the target sample, PRS for self-harm ideation were significantly associated with suicide thoughts and NSSH, and PRS for self-harm behaviour predicted suicide thoughts and suicide attempt. Follow up regressions identified a shared genetic aetiology between NSSH and suicide thoughts, and between suicide thoughts and suicide attempt. Evidence for shared genetic aetiology between NSSH and suicide attempt was not statistically significant. © 2020, The Author(s).
- Description: This research was conducted using data from the UK Biobank resource under application number 25331. AC-G is supported by a UQ Research Training Scholarship from The University of Queensland (UQ). MER thanks the support of the NHMRC and Australian Research Council (ARC), and National Health and Medical Research Council (NHMRC) through a Research Fellowship (GNT1102821) and NHMRC Centre for Research Excellence in Suicide Prevention (GNT1042580). This research was made possible thanks to support from the US National Institutes of Health (grants AA013326, AA07535, AA0758O, AA07728, AA10249, AA13320, AA13321, AA14041, AA11998, AA17688, DA00272, DA012854, DA07261, DA018267, DA018660, DA23668 and DA019951); the Australian National Health and Medical Research Council (241944, 339462, 389927, 389875, 389891, 389892, 389938, 442915, 442981, 496739, 552485, 552498, 628911 1047956); the Australian Research Council (A7960034, A79906588, A79801419, DP0770096, DP0212016 and DP0343921).
High-intensity drinking in adult Australian twins
- Dash, Genevieve, Davis, Christal, Martin, Nicholas, Statham, Dixie, Lynskey, Michael, Slutske, Wendy
- Authors: Dash, Genevieve , Davis, Christal , Martin, Nicholas , Statham, Dixie , Lynskey, Michael , Slutske, Wendy
- Date: 2020
- Type: Text , Journal article
- Relation: Alcoholism: clinical and experimental research Vol. 44, no. 2 (2020), p. 522-531
- Full Text:
- Reviewed:
- Description: Background: Many adult drinkers consume far beyond the binge threshold. This “high-intensity drinking” (HID), defined as 2 (HID-2) and 3 (HID-3) times the binge threshold, is of public health interest due to its role in acute alcohol-related harms. Research on HID has mostly been limited to college-aged young adults, focused on contextual factors, and neglected the potential role of genetic influences on the propensity to engage in HID. Methods: Structured diagnostic interviews assessing past-year alcohol involvement were conducted with 3,785 individuals (1,365 men, 2,420 women; Mage = 32, range = 21 to 46), including 3,314 twins and 471 nontwin siblings from the Australian Twin Registry. Multinomial logistic regression analyses were conducted to compare HID-2 and HID-3 to binge drinking on demographic correlates, drinking characteristics, and drinking-related consequences. Biometric modeling was conducted to estimate the role of genetic, common, and individual-specific environmental factors in HID propensity. Results: Among past-year drinkers, the prevalence of HID-2 and HID-3 was both 22%, with men disproportionally represented. The frequencies of drinking, intoxication, and binge drinking significantly increased across the heavier drinking categories, which also evidenced higher average consumption quantities and higher rates of alcohol-related consequences. The propensity to engage in HID was significantly heritable (A = 37% [95% CI: 28 to 46%]), with individual-specific environmental influences accounting for the remainder of the variance. Conclusions: This study convincingly demonstrates that HID is not restricted to college-aged young adults, but also can be highly prevalent among those of working age, and that the propensity to engage in HID is partially explained by genetic influences. © 2020 by the Research Society on Alcoholism
- Authors: Dash, Genevieve , Davis, Christal , Martin, Nicholas , Statham, Dixie , Lynskey, Michael , Slutske, Wendy
- Date: 2020
- Type: Text , Journal article
- Relation: Alcoholism: clinical and experimental research Vol. 44, no. 2 (2020), p. 522-531
- Full Text:
- Reviewed:
- Description: Background: Many adult drinkers consume far beyond the binge threshold. This “high-intensity drinking” (HID), defined as 2 (HID-2) and 3 (HID-3) times the binge threshold, is of public health interest due to its role in acute alcohol-related harms. Research on HID has mostly been limited to college-aged young adults, focused on contextual factors, and neglected the potential role of genetic influences on the propensity to engage in HID. Methods: Structured diagnostic interviews assessing past-year alcohol involvement were conducted with 3,785 individuals (1,365 men, 2,420 women; Mage = 32, range = 21 to 46), including 3,314 twins and 471 nontwin siblings from the Australian Twin Registry. Multinomial logistic regression analyses were conducted to compare HID-2 and HID-3 to binge drinking on demographic correlates, drinking characteristics, and drinking-related consequences. Biometric modeling was conducted to estimate the role of genetic, common, and individual-specific environmental factors in HID propensity. Results: Among past-year drinkers, the prevalence of HID-2 and HID-3 was both 22%, with men disproportionally represented. The frequencies of drinking, intoxication, and binge drinking significantly increased across the heavier drinking categories, which also evidenced higher average consumption quantities and higher rates of alcohol-related consequences. The propensity to engage in HID was significantly heritable (A = 37% [95% CI: 28 to 46%]), with individual-specific environmental influences accounting for the remainder of the variance. Conclusions: This study convincingly demonstrates that HID is not restricted to college-aged young adults, but also can be highly prevalent among those of working age, and that the propensity to engage in HID is partially explained by genetic influences. © 2020 by the Research Society on Alcoholism
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