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Coleman TA, Chee K, Chin-See R, Salama R, Sajan M, Narbonne M, Travers R, Coulombe S. Minority Stressors, Social Provisions, and Past-Year Suicidal Ideation and Suicide Attempts in a Sample of Sexual Orientation and Gender Identity/Expression Minority People in Canada. LGBT Health 2024; 11:539-551. [PMID: 38557210 DOI: 10.1089/lgbt.2022.0344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2024] Open
Abstract
Purpose: Mental health disparities in sexual orientation and/or gender identity and/or expression (SOGIE) minority groups are well-documented, with research consistently showing higher levels of suicidality, even in Canada, considered one of the world's most accepting countries of SOGIE minority groups. Adverse outcomes in these groups are often framed using minority stress theory, with social support frequently studied as an integral buffer to these outcomes. This analysis explores facets of minority stress and social support associated with past-year suicidal ideation and suicide attempts. Methods: A cross-sectional internet survey of SOGIE diverse people in Canada (n = 1542) was conducted. Binary logistic regression calculated bivariate and multivariate factors associated with past-year suicidal ideation and suicide attempts. Backward elimination (retaining sociodemographic factors and self-rated mental health) identified salient minority stress and social support (provisions) factors. Results: Over half (56.72%) of participants had ever thought of dying by suicide, with 24.84% having attempted suicide. During the past year, 26.80% had thought of dying by suicide, with 5.32% having attempted suicide. Victimization events, and guidance (e.g., someone to talk to about important decisions) and attachment (e.g., close relationships providing emotional security) social provision subscales remained salient after backward elimination procedures. Conclusion: Our findings emphasize that a fulsome, multilevel approach considering structural, community, and individual strategies to address overt discrimination, integrating social connections and guidance, is necessary to prevent dying by suicide.
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Affiliation(s)
- Todd A Coleman
- Department of Health Sciences, Wilfrid Laurier University, Waterloo, Ontario, Canada
| | - Kenny Chee
- Department of Psychology, Wilfrid Laurier University, Waterloo, Ontario, Canada
| | - Robert Chin-See
- Department of Health Sciences, Wilfrid Laurier University, Waterloo, Ontario, Canada
| | - Ramez Salama
- Department of Health Sciences, Wilfrid Laurier University, Waterloo, Ontario, Canada
| | - Maria Sajan
- Department of Health Sciences, Wilfrid Laurier University, Waterloo, Ontario, Canada
| | - Macie Narbonne
- Department of Health Sciences, Wilfrid Laurier University, Waterloo, Ontario, Canada
| | - Robb Travers
- Department of Health Sciences, Wilfrid Laurier University, Waterloo, Ontario, Canada
| | - Simon Coulombe
- Département des relations industrielles, Université Laval, Québec, Québec, Canada
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2
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Malkin ML, Stacey M. Gambling Behavior Among LGBTQ + Individuals: The Role of Gender and Gender Identity. J Gambl Stud 2024; 40:1037-1060. [PMID: 38082023 DOI: 10.1007/s10899-023-10272-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/15/2023] [Indexed: 07/26/2024]
Abstract
While past literature suggests that LGBTQ + individuals may be at a greater risk for gambling related-harms and addiction, few studies have specifically looked at gambling behavior among LGBTQ + persons based on gender and gender identity. A study of LGBTQ + individuals in four U.S. States was conducted to assess differences in gender and gender identity for (1) gambling prevalence; (2) gambling behavior based on type and location; and (3) comorbidity with substance abuse and/or other problematic behaviors. Individuals assigned male at birth had greater prevalence of gambling than those assigned female at birth, regardless of current gender identity. Gender identity, on its own, is only significant for certain types of gambling and in some analysis only when combined with gender assigned at birth. Findings suggest that gender assigned at birth has a stronger relationship with gambling prevalence and behavior than adult gender identity.
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Affiliation(s)
- Michelle L Malkin
- Department of Criminal Justice and Criminology, East Carolina University, 238 Rivers Building, Greenville, NC, 27858, USA.
| | - Michele Stacey
- Department of Criminal Justice and Criminology, East Carolina University, 238 Rivers Building, Greenville, NC, 27858, USA
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3
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Stanmyre JF, Nower L, Malkin ML. Problem Gambling and Sexual Minority Individuals: Evaluating Influence of Age and Comorbid Mental Health and Substance Use Problems. J Gambl Stud 2024; 40:957-969. [PMID: 37978097 DOI: 10.1007/s10899-023-10264-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/03/2023] [Indexed: 11/19/2023]
Abstract
Little is known about the prevalence of problem gambling among sexual minority individuals. The present study utilized an epidemiological sample, including individuals identifying as lesbian, gay, bisexual, asexual, and pansexual, to explore gambling behavior and problems and associated mental health and comorbid conditions that may contribute to elevated risk. Bivariate comparisons found that sexual minority individuals had higher rates of problem gambling, alcohol and substance use problems, anxiety, depression, and a wide range of problem behaviors (e.g., binge eating, prostitution, excessive video gaming) than heterosexuals. In a logistic regression, age moderated the relationship between sexual minority status and problem gambling, such that the risk for high-risk problem gambling increased with age for sexual minority individuals while it decreased for heterosexuals. Additionally, a logistic regression of sexual minority individuals who gamble found anxiety (OR = 3.80, 95% CI = 1.03, 13.97) and drug problems (OR = 8.57, 95% CI = 1.79, 41.05) predicted high-risk problem gambling. Findings suggest that prevention and screening protocols are needed in systems accessed by sexual minority individuals, particularly those middle age and older, as well as in settings where anxiety and substance use disorders are treated.
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Affiliation(s)
- Jackie F Stanmyre
- Center for Gambling Studies, School of Social Work, Rutgers University, 120 Albany Street, Tower 1, Suite 300, New Brunswick, NJ, 08901, USA.
| | - Lia Nower
- Center for Gambling Studies, School of Social Work, Rutgers University, 120 Albany Street, Tower 1, Suite 300, New Brunswick, NJ, 08901, USA
| | - Michelle L Malkin
- Department of Criminal Justice, East Carolina University, Greenville, NC, USA
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4
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Vock F, Johnson-Ferguson L, Bechtiger L, Stulz N, von Felten J, Eisner M, Hepp U, Ribeaud D, Shanahan L, Quednow BB. Substance use in sexual minority youth: prevalence in an urban cohort. Child Adolesc Psychiatry Ment Health 2023; 17:109. [PMID: 37716977 PMCID: PMC10505308 DOI: 10.1186/s13034-023-00657-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 09/08/2023] [Indexed: 09/18/2023] Open
Abstract
BACKGROUND Little comparative data on substance use (SU) between sexual minority youth (SMY) and heterosexual youth (HET) is available. This study compares the prevalence of SU in an urban cohort between SMY and HET and evaluates demographic and psychosocial predictors of SU. METHODS Data came from a prospective-longitudinal cohort study in an urban setting (N = 1297). SU and psychosocial variables such as internalizing symptoms, self-control, sensation-seeking, bullying-victimization, subjective stress, leisure activities, and peer influences were assessed with self-reports at age 17 and 20. SU was stratified by sex and sexual attraction, and the groups were compared using regression models, with demographic and psychosocial variables included as covariates. RESULTS SMY- and HET-youth displayed differences in a number of psychosocial variables. Overall, SMY- and HET-youth differed in their 12-months prevalence of SU: At age 17, SMY-females had significantly higher rates of SU than HET-females for cannabis (aOR = 2.14, p = 0.04), ecstasy/MDMA (aOR = 4.29, p = 0.01), and hallucinogens (aOR = 5.59, p = 0.02). At age 20, SMY-females had significantly higher rates of SU than HET-females for tobacco (aOR = 2.06, p = 0.03), cannabis (aOR = 2.24, p = 0.004), ecstasy/MDMA (aOR = 3.93, p < 0.001), stimulants (aOR = 3.45, p = 0.002), and hallucinogens (aOR = 6.65, p < 0.001). SMY-males reported significantly lower rates for tobacco and cannabis than HET-males at age 17. At age 20, they reported significantly higher rates for the use of ecstasy/MDMA (aOR = 2.30, p = 0.04) and hallucinogens (aOR = 2.43, p = 0.03). CONCLUSIONS Given that psychosocial variables were significant covariates of SMY-status and SU, our results underline the importance of accounting for these when explaining differences in SU between adolescents. While differentiation by sex is established in most studies, such standardized comparisons are lacking with regards to sexual identities. But knowledge about SU of SMY is critical for designing effective interventions. This is especially true for SMY-females: Thus, SU in SMY-females early in life needs to be explored more thoroughly and addressed with adequate prevention measures.
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Affiliation(s)
| | - Lydia Johnson-Ferguson
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
- Department of Psychology, Clinical and Developmental Psychology, University of Zurich, Zurich, Switzerland
- Experimental and Clinical Pharmacopsychology, Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital of the University of Zurich, Zurich, Switzerland
| | - Laura Bechtiger
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
- Department of Psychology, Clinical and Developmental Psychology, University of Zurich, Zurich, Switzerland
| | - Niklaus Stulz
- Integrated Psychiatric Services Psychiatry Winterthur - Zürcher Unterland, Winterthur, Switzerland
| | - Joh von Felten
- Milchjugend, LGBTQ+ Youth Organization, Zurich, Switzerland
| | - Manuel Eisner
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
- Institute of Criminology, University of Cambridge, Cambridge, UK
| | - Urs Hepp
- Department of Consultation-Liaison Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Denis Ribeaud
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
| | - Lilly Shanahan
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
- Department of Psychology, Clinical and Developmental Psychology, University of Zurich, Zurich, Switzerland
| | - Boris B Quednow
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
- Experimental and Clinical Pharmacopsychology, Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital of the University of Zurich, Zurich, Switzerland
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5
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Lee BN, Grubbs JB. Problem gambling within sexual and gender minorities: A systematic review. Addict Behav 2023; 144:107742. [PMID: 37121088 DOI: 10.1016/j.addbeh.2023.107742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 02/24/2023] [Accepted: 04/20/2023] [Indexed: 05/02/2023]
Abstract
A body of literature now suggests that sexual and gender minorities (SGMs) experience a distinct set of stressors in the form of minority stress, which may function as a risk factor for the development of negative psychological and behavioral health outcomes. A systematic review of the literature was conducted through June 1st, 2022. Inclusion was limited to peer-reviewed publications in academic journals, with prospective and retrospective studies of a quantitative nature included for synthesis. Articles were required to contain an empirical measure of gambling cognitions, behaviors, motives, or outcomes. Studies that did not include sexual minorities within the sample or did not provide quantitative results which shed light on gambling in sexual minorities were excluded from the present review.In total, 12 eligible studies were identified for the current review. In general, this review highlighted methodological weaknesses within the literature and suggested that little is known about gambling in this population. Given conflicting findings across studies, further research is necessary to understand gambling in sexual and gender minorities. From a methodological standpoint, there is a need for clearer conceptualization and standardized measurement of gambling-related variables in vulnerable populations. Further, longitudinal research would be beneficial to understand the nuances of gambling disorder across sexual orientations and gender identities, as well as aid in the development of holistic intervention options that meet the needs of these more vulnerable groups.
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Affiliation(s)
- Brinna N Lee
- Department of Psychology, 822 E Merry Ave, Bowling Green State University, Bowling Green, OH 43403, USA.
| | - Joshua B Grubbs
- Department of Psychology, 822 E Merry Ave, Bowling Green State University, Bowling Green, OH 43403, USA
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6
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Oginni OA, Lim KX, Purves KL, Lu Y, Johansson A, Jern P, Rijsdijk FV. Causal Influences of Same-Sex Attraction on Psychological Distress and Risky Sexual Behaviors: Evidence for Bidirectional Effects. ARCHIVES OF SEXUAL BEHAVIOR 2023; 52:1213-1228. [PMID: 36331682 PMCID: PMC10102149 DOI: 10.1007/s10508-022-02455-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Revised: 10/11/2022] [Accepted: 10/13/2022] [Indexed: 05/11/2023]
Abstract
Although health disparities among same-sex attracted compared to heterosexual individuals are typically explained by minority stress, there is limited evidence for a causal effect. This study investigated whether same-sex attraction was causally associated with psychological distress and risky sexual behavior using sociosexual behavior as a proxy. The sample comprised monozygotic and dizygotic twins and their non-twin siblings (n = 2036, 3780 and 2356, respectively) genotyped and assessed for same-sex attraction, psychological distress (anxiety and depressive symptoms), and risky sexual behavior. Causal influences were investigated with same-sex attraction as the predictor and psychological distress and risky sexual behavior as the outcomes in two separate Mendelian Randomization-Direction of Causation (MRDoC) models using OpenMx in R. The MRDoC model improves on the Mendelian Randomization and Direction of Causation twin models by allowing analyses of variables with similar genetic architectures, incorporating polygenic scores as instrumental variables and specifying pleiotropy and residual covariance. There were significant causal influences flowing from same-sex attraction to psychological distress and risky sexual behavior (standardized coefficients = 0.13 and 0.16; 95% CIs 0.03-0.23 and 0.08-0.25, respectively). Further analyses also demonstrated causal influences flowing from psychological distress and risky sexual behavior toward same-sex attraction. Causal influences from same-sex attraction to psychological distress and risky sexual behavior may reflect minority stress, which reinforces ongoing measures to minimize social disparities. Causal influences flowing in the opposite direction may reflect rejection sensitivity, stigma-inducing outcomes of risky sexual behavior, and recall bias; however, further research is required to specifically investigate these processes.
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Affiliation(s)
- Olakunle Ayokunmi Oginni
- The Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, Denmark Hill, London, SE5 8AF, UK.
- Department of Mental Health, Obafemi Awolowo University, Ile-Ife, Nigeria.
| | - Kai Xiang Lim
- The Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, Denmark Hill, London, SE5 8AF, UK
| | - Kirstin Lee Purves
- The Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, Denmark Hill, London, SE5 8AF, UK
| | - Yi Lu
- Department of Medical Epidemiology and Biostatistics, Psychiatry Genomic Institute, Karolinska Institutet, Stockholm, Sweden
| | - Ada Johansson
- Department of Psychology, Åbo Akademi University, Åbo, Finland
| | - Patrick Jern
- Department of Psychology, Åbo Akademi University, Åbo, Finland
| | - Frühling Vesta Rijsdijk
- The Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, Denmark Hill, London, SE5 8AF, UK
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7
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Huang MF, Chang YP, Lu WH, Yen CF. Problematic Smartphone Use and Its Associations with Sexual Minority Stressors, Gender Nonconformity, and Mental Health Problems among Young Adult Lesbian, Gay, and Bisexual Individuals in Taiwan. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19095780. [PMID: 35565175 PMCID: PMC9105429 DOI: 10.3390/ijerph19095780] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 04/25/2022] [Accepted: 05/07/2022] [Indexed: 12/07/2022]
Abstract
Smartphones are a necessity for many people; however, problematic smartphone use (PSU) may negatively influence people’s mental health. Using multivariate linear regression analysis, the study examined the associations of sexual minority stressors [namely perceived sexual stigma from family members, sexual orientation microaggressions (SOMs), and internalized sexual stigma] and gender nonconformity with PSU severity as well as the associations of PSU with depression and anxiety in young adult lesbian, gay, and bisexual (LGB) individuals. This cross-sectional survey study recruited 1000 young adult LGB individuals (500 men and 500 women). PSU severity was assessed using the Smartphone Addiction Inventory. The experiences of perceived sexual stigma from family members, SOMs, and internalized sexual stigma and the levels of gender nonconformity, depression, and anxiety were assessed. The results indicated that perceived sexual stigma from family members, SOMs, internalized sexual stigma in the dimensions of social discomfort and identity and gender nonconformity were significantly associated with PSU severity in LGB individuals. Moreover, PSU was significantly associated with depression and anxiety in LGB individuals. The findings highlight the significance of developing strategies for the prevention and early detection of PSU and sexual minority stress in LGB individuals.
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Affiliation(s)
- Mei-Feng Huang
- Department of Psychiatry, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan;
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung 80756, Taiwan
| | - Yu-Ping Chang
- School of Nursing, The State University of New York, University at Buffalo, Buffalo, NY 14260, USA;
| | - Wei-Hsin Lu
- Department of Psychiatry, Ditmanson Medical Foundation Chia-Yi Christian Hospital, Chiayi 60002, Taiwan
- Correspondence: (W.-H.L.); (C.-F.Y.); Tel.: +886-5-2765041 (ext. 6654) (W.-H.L.); +886-7-3121101 (ext. 6816) (C.-F.Y.)
| | - Cheng-Fang Yen
- Department of Psychiatry, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan;
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung 80756, Taiwan
- College of Professional Studies, National Pingtung University of Science and Technology, Pingtung 91201, Taiwan
- Correspondence: (W.-H.L.); (C.-F.Y.); Tel.: +886-5-2765041 (ext. 6654) (W.-H.L.); +886-7-3121101 (ext. 6816) (C.-F.Y.)
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8
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Marmet S, Wicki M, Gmel G, Gachoud C, Bertholet N, Studer J. Sexual Minority Orientation Is Associated With Greater Psychological Impact Due to the COVID-19 Crisis-Evidence From a Longitudinal Cohort Study of Young Swiss Men. Front Public Health 2021; 9:692884. [PMID: 34746075 PMCID: PMC8570433 DOI: 10.3389/fpubh.2021.692884] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 09/24/2021] [Indexed: 01/26/2023] Open
Abstract
Background: The COVID-19 pandemic and its countermeasures may have had a significant impact on the psychological well-being of specific population subgroups. The present study investigated whether sexual minority men (defined here as attracted partly or exclusively to men) from an ongoing cohort study of young Swiss men experienced different psychological impacts, levels of substance use and addictive behaviors, and to which degree pre-existing vulnerabilities and participants experiences during the crisis might explain these differences. Methods: An ongoing cohort sample based on the general population of young Swiss men (mean age = 29.07 years; SD = 1.27) was assessed before and during the COVID-19 crisis for depression, stress, sleep quality, substance use and addictive behaviors. Additionally, during the crisis, we assessed its impact in form of fear, isolation and traumatic experiences. Potential associations between these outcomes and sexual orientation (sexual minority vs. heterosexual) were tested using linear regression models. It was additionally estimated to which degree these associations were attenuated if adjusted for differences in mental health, personality and socioeconomic status before the crisis, as well as the experience of the COVID-19 crisis (infection with the virus and changes to work situation). Results: Compared to heterosexual men, sexual minority men showed higher levels of psychological trauma (b = 0.37 [0.25, 0.49]), fear (b = 0.18 [0.06, 0.30]) and isolation (b = 0.32 [0.20, 0.44]) due to the COVID-19 pandemic as well as higher levels of depression (b = 0.31 [0.20, 0.41]) and lower sleep quality (b = −0.13 [−0.24, −0.02]) during the crisis. These differences were to a large degree explained by higher pre-crisis levels of mental health problems and the personality dimension of neuroticism-anxiety. Sexual minority men showed higher overall levels of substance use and addictive behaviors, but these differences were already present before the crisis. Conclusion: The COVID-19 crisis may have worsened pre-existing vulnerabilities in sexual minority men, leading to its greater psychological impact on them than on heterosexual men. Reducing minority stress due to sexual orientation may help not only to improve mental health among important proportions of the population but also to reduce their vulnerability to crises. Services offering psychological support to sexual minorities may need to be reinforced during crises.
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Affiliation(s)
- Simon Marmet
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Matthias Wicki
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Gerhard Gmel
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.,Addiction Switzerland, Lausanne, Switzerland.,Centre for Addiction and Mental Health, Toronto, ON, Canada.,Faculty of Health and Social Sciences, University of the West of England, Bristol, United Kingdom
| | - Céline Gachoud
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Nicolas Bertholet
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Joseph Studer
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
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9
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Zhang H, Geng X, Wang Y, Guo Y, Gao Y, Zhang S, Du W, Liu L, Sun M, Jiao F, Yi F, Li X, Wang L. The Significance of EEG Alpha Oscillation Spectral Power and Beta Oscillation Phase Synchronization for Diagnosing Probable Alzheimer Disease. Front Aging Neurosci 2021; 13:631587. [PMID: 34163348 PMCID: PMC8215164 DOI: 10.3389/fnagi.2021.631587] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 05/11/2021] [Indexed: 11/30/2022] Open
Abstract
Alzheimer disease (AD) is the most common cause of dementia in geriatric population. At present, no effective treatments exist to reverse the progress of AD, however, early diagnosis and intervention might delay its progression. The search for biomarkers with good safety, repeatable detection, reliable sensitivity and community application is necessary for AD screening and early diagnosis and timely intervention. Electroencephalogram (EEG) examination is a non-invasive, quantitative, reproducible, and cost-effective technique which is suitable for screening large population for possible AD. The power spectrum, complexity and synchronization characteristics of EEG waveforms in AD patients have distinct deviation from normal elderly, indicating these EEG features can be a promising candidate biomarker of AD. However, current reported deviation results are inconsistent, possibly due to multiple factors such as diagnostic criteria, sample sizes and the use of different computational measures. In this study, we collected two neurological tests scores (MMSE and MoCA) and the resting-state EEG of 30 normal control elderly subjects (NC group) and 30 probable AD patients confirmed by Pittsburgh compound B positron emission tomography (PiB-PET) inspection (AD group). We calculated the power spectrum, spectral entropy and phase synchronization index features of these two groups’ EEG at left/right frontal, temporal, central and occipital brain regions in 4 frequency bands: δ oscillation (1–4 Hz), θ oscillation (4–8 Hz), α oscillation (8–13 Hz), and β oscillation (13–30 Hz). In most brain areas, we found that the AD group had significant differences compared to NC group: (1) decreased α oscillation power and increased θ oscillation power; (2) decreased spectral entropy in α oscillation and elevated spectral entropy in β oscillation; and (3) decrease phase synchronization index in δ, θ, and β oscillation. We also found that α oscillation spectral power and β oscillation phase synchronization index correlated well with the MMSE/MoCA test scores in AD groups. Our study suggests that these two EEG features might be useful metrics for population screening of probable AD patients.
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Affiliation(s)
- Haifeng Zhang
- Medical School of Chinese People's Liberation Army, Beijing, China.,Department of Neurology, The 2nd Medical Center, National Clinical Research Center for Geriatric Disease, Chinese People's Liberation Army General Hospital, Beijing, China.,Health Service Department of the Guard Bureau of the Joint Staff Department, Joint Staff of the Central Military Commission of Chinese PLA, Beijing, China
| | - Xinling Geng
- School of Biomedical Engineering, Capital Medical University, Beijing, China
| | - Yuanyuan Wang
- Department of Neurology, The 2nd Medical Center, National Clinical Research Center for Geriatric Disease, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Yanjun Guo
- Department of Neurology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Ya Gao
- Department of Geriatrics, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Shouzi Zhang
- The Psycho Department of Beijing Geriatric Hospital, Beijing, China
| | - Wenjin Du
- Department of Neurology, Air Force Medical Center, Chinese People's Liberation Army, Beijing, China
| | - Lixin Liu
- The Psycho Department of Beijing Geriatric Hospital, Beijing, China
| | - Mingyan Sun
- Ninth Health Care Department of the Second Medical Center of PLA General Hospital, Beijing, China
| | - Fubin Jiao
- Medical School of Chinese People's Liberation Army, Beijing, China.,Department of Neurology, The 2nd Medical Center, National Clinical Research Center for Geriatric Disease, Chinese People's Liberation Army General Hospital, Beijing, China.,Health Service Department of the Guard Bureau of the Joint Staff Department, Joint Staff of the Central Military Commission of Chinese PLA, Beijing, China
| | - Fang Yi
- Department of Neurology, The 2nd Medical Center, National Clinical Research Center for Geriatric Disease, Chinese People's Liberation Army General Hospital, Beijing, China.,Department of Neurology, Lishilu Outpatient, Jingzhong Medical District, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Xiaoli Li
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
| | - Luning Wang
- Medical School of Chinese People's Liberation Army, Beijing, China.,Department of Neurology, The 2nd Medical Center, National Clinical Research Center for Geriatric Disease, Chinese People's Liberation Army General Hospital, Beijing, China
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