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Bakken R, Benth JŠ, Fauske H, Lien L, Landheim AS. Individual Trajectories of Specialist Substance Use Disorder and Mental Health Treatment Utilization Among Young Adults With Substance Use Problems: A Cohort Study. J Dual Diagn 2024; 20:251-265. [PMID: 38704859 DOI: 10.1080/15504263.2024.2341092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/07/2024]
Abstract
OBJECTIVE The aim of the study was to identify groups of young adults with distinct longitudinal patterns of use of treatment for substance use disorders and mental health (MH) problems and to investigate potential explanatory factors for different patterns of treatment use over time, including sociodemographic factors. METHODS The sample consisted of 447 young adults aged 16-29 years who entered long-term residential substance use disorder treatment facilities in Norway from 2011 to 2016. In this study, we obtained data collected by the Norwegian Patient Registry and Statistics Norway. These data were linked with the electronic health record data of the substance use disorder treatment facilities from which the participants were recruited. Growth mixture modeling was performed. The identified groups were further compared using analysis of variance or χ2 test. RESULTS Four groups of participants for total treatment use, substance use disorder treatment use, and MH treatment use were identified. Most participants from the overall sample were classified as members of a group characterized by a low and stable pattern of treatment use over time. A group with a high and stable pattern of treatment use was identified in total and MH treatment use. The proportion of participants with higher levels of substance use disorder treatment use at the end of the study period than at the beginning was larger (35%) than in the case of MH treatment use (14.2%). Younger age was associated with a decreasing pattern of MH treatment use and with an increasing pattern of substance use disorder treatment use over time. There were larger proportions of female participants in groups with a stable high use of MH treatment and in groups with an initially increasing trend of substance use disorder treatment use. Findings revealed that most participants across the identified groups were recipients of welfare benefits, had low educational attainment, and were not working. CONCLUSIONS Results demonstrated significant variation in trajectories of treatment use among young adults with substance use disorder. Differences in treatment use could indicate differences in symptom severity and complexity. In this study, treatment use was associated with socioeconomic factors, sex, and age. Integrative approaches, including interagency and interdisciplinary collaboration, will often be necessary to sufficiently address the multidimensionality of substance use disorder.
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Affiliation(s)
- Regine Bakken
- Norwegian National Advisory Unit on Concurrent Substance Abuse and Mental Health Disorders and Mental Health Division, Innlandet Hospital Trust, Brumunddal, Norway
- Department of Public Health, Inland Norway University of Applied Sciences, Elverum, Norway
| | - Jūratė Š Benth
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Health Services Research Unit, Akershus University Hospital, Lørenskog, Norway
| | - Halvor Fauske
- Department of Public Health, Inland Norway University of Applied Sciences, Elverum, Norway
| | - Lars Lien
- Norwegian National Advisory Unit on Concurrent Substance Abuse and Mental Health Disorders and Mental Health Division, Innlandet Hospital Trust, Brumunddal, Norway
- Department of Public Health, Inland Norway University of Applied Sciences, Elverum, Norway
| | - Anne S Landheim
- Norwegian National Advisory Unit on Concurrent Substance Abuse and Mental Health Disorders and Mental Health Division, Innlandet Hospital Trust, Brumunddal, Norway
- Department of Public Health, Inland Norway University of Applied Sciences, Elverum, Norway
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da Costa-Oliveira C, Pereira ML, de Carvalho NF, Silvério LAL, Jessé Ramos Y, Mazzola PG. Exploring the Significance of Pharmaceutical Care in Mental Health: A Spotlight on Cannabis. PHARMACY 2024; 12:100. [PMID: 39051384 PMCID: PMC11270281 DOI: 10.3390/pharmacy12040100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 06/06/2024] [Accepted: 06/12/2024] [Indexed: 07/27/2024] Open
Abstract
Although preliminary evidence suggests Cannabis's efficacy in symptom control for anxiety and depression-psychiatric disorders that significantly impact mental health-much remains to be understood about its effects on the central nervous system (CNS) and how to optimize treatment for these disorders. This study aims to conduct a narrative review to evaluate pharmaceutical care in treating symptoms of anxiety and depression alongside Cannabis use, focusing on safety and therapeutic efficacy optimization. We seek to conceptualize anxiety and depression disorders, review evidence on Cannabis use, evaluate the evidence quality, and identify knowledge gaps. Twelve articles were identified, revealing a significant gap in the literature regarding the integration of pharmaceutical care with Cannabis-based therapies, specifically for anxiety and depression. Despite a growing interest in the relationship between Cannabis and mental health, current research is insufficient for a comprehensive understanding. The relationship between Cannabis use and anxiety and depression disorders requires further, more targeted investigations. This study underscores the importance of future research to fill existing gaps, providing informed insights and robust guidelines for the safe and effective use of Cannabis as part of the treatment for anxiety and depression. It is crucial that pharmaceutical care integrates these therapies responsibly to improve the overall well-being of patients.
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Affiliation(s)
- Claudete da Costa-Oliveira
- Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas 13083-887, Brazil
- APEPI—Medicinal Cannabis Research and Patient Support Association, Rio de Janeiro 20040-030, Brazil
| | - Michele Lafayette Pereira
- Faculdade de Ciências Biológicas e Saúde, Universidade do Estado do Rio de Janeiro, Campus Zona Oeste, Rio de Janeiro 23070-200, Brazil
| | - Nicole Ferrari de Carvalho
- Faculdade de Ciências Farmacêuticas, Universidade Estadual de Campinas, Campinas 13083-871, Brazil; (N.F.d.C.); (L.A.L.S.); (P.G.M.)
| | - Luiza Aparecida Luna Silvério
- Faculdade de Ciências Farmacêuticas, Universidade Estadual de Campinas, Campinas 13083-871, Brazil; (N.F.d.C.); (L.A.L.S.); (P.G.M.)
| | - Ygor Jessé Ramos
- Farmácia da Terra Laboratory, Faculty of Pharmacy, Federal University of Bahia, Salvador 40170-115, Brazil;
| | - Priscila Gava Mazzola
- Faculdade de Ciências Farmacêuticas, Universidade Estadual de Campinas, Campinas 13083-871, Brazil; (N.F.d.C.); (L.A.L.S.); (P.G.M.)
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Capon W, Hickie IB, Varidel M, Prodan A, Crouse JJ, Carpenter JS, Cross SP, Nichles A, Zmicerevska N, Guastella AJ, Scott EM, Scott J, Shah J, Iorfino F. Clinical staging and the differential risks for clinical and functional outcomes in young people presenting for youth mental health care. BMC Med 2022; 20:479. [PMID: 36514113 PMCID: PMC9749194 DOI: 10.1186/s12916-022-02666-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Accepted: 11/16/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Clinical staging proposes that youth-onset mental disorders develop progressively, and that active treatment of earlier stages should prevent progression to more severe disorders. This retrospective cohort study examined the longitudinal relationships between clinical stages and multiple clinical and functional outcomes within the first 12 months of care. METHODS Demographic and clinical information of 2901 young people who accessed mental health care at age 12-25 years was collected at predetermined timepoints (baseline, 3 months, 6 months, 12 months). Initial clinical stage was used to define three fixed groups for analyses (stage 1a: 'non-specific anxious or depressive symptoms', 1b: 'attenuated mood or psychotic syndromes', 2+: 'full-threshold mood or psychotic syndromes'). Logistic regression models, which controlled for age and follow-up time, were used to compare clinical and functional outcomes (role and social function, suicidal ideation, alcohol and substance misuse, physical health comorbidity, circadian disturbances) between staging groups within the initial 12 months of care. RESULTS Of the entire cohort, 2093 young people aged 12-25 years were followed up at least once over the first 12 months of care, with 60.4% female and a baseline mean age of 18.16 years. Longitudinally, young people at stage 2+ were more likely to develop circadian disturbances (odds ratio [OR]=2.58; CI 1.60-4.17), compared with individuals at stage 1b. Additionally, stage 1b individuals were more likely to become disengaged from education/employment (OR=2.11, CI 1.36-3.28), develop suicidal ideations (OR=1.92; CI 1.30-2.84) and circadian disturbances (OR=1.94, CI 1.31-2.86), compared to stage 1a. By contrast, we found no relationship between clinical stage and the emergence of alcohol or substance misuse and physical comorbidity. CONCLUSIONS The differential rates of emergence of poor clinical and functional outcomes between early versus late clinical stages support the clinical staging model's assumptions about illness trajectories for mood and psychotic syndromes. The greater risk of progression to poor outcomes in those who present with more severe syndromes may be used to guide specific intervention packages.
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Affiliation(s)
- William Capon
- Brain and Mind Centre, The University of Sydney, Sydney, 2050, Australia
| | - Ian B Hickie
- Brain and Mind Centre, The University of Sydney, Sydney, 2050, Australia
| | - Mathew Varidel
- Brain and Mind Centre, The University of Sydney, Sydney, 2050, Australia
| | - Ante Prodan
- Brain and Mind Centre, The University of Sydney, Sydney, 2050, Australia
- Translational Health Research Institute, Western Sydney University, Sydney, 2751, Australia
- School of Computer, Data and Mathematical Sciences, Western Sydney University, Sydney, 2751, Australia
| | - Jacob J Crouse
- Brain and Mind Centre, The University of Sydney, Sydney, 2050, Australia
| | - Joanne S Carpenter
- Brain and Mind Centre, The University of Sydney, Sydney, 2050, Australia
| | - Shane P Cross
- School of Psychological Sciences, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, 2109, Australia
| | - Alissa Nichles
- Brain and Mind Centre, The University of Sydney, Sydney, 2050, Australia
| | | | - Adam J Guastella
- Brain and Mind Centre, The University of Sydney, Sydney, 2050, Australia
| | - Elizabeth M Scott
- Brain and Mind Centre, The University of Sydney, Sydney, 2050, Australia
| | - Jan Scott
- Academic Psychiatry, Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, NE1 7RU, UK
| | - Jai Shah
- Department of Psychiatry, McGill University, Montreal, H3A 0G4, Canada
| | - Frank Iorfino
- Brain and Mind Centre, The University of Sydney, Sydney, 2050, Australia.
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The joint development of externalizing and internalizing behaviors in black and Hispanic youth and the link to late adolescent substance use. Dev Psychopathol 2022; 34:1144-1162. [PMID: 33517946 PMCID: PMC8325714 DOI: 10.1017/s0954579420001881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
There is a need to understand how the joint development of externalizing and internalizing behaviors is related to substance use, particularly among historically understudied and often disadvantaged populations. Latent class models were used to estimate patterns of externalizing behaviors and internalizing behaviors in the form of depressive and anxious symptoms from age 6 to 14 among 390 Black and Hispanic youth. Then, growth curve models of substance use between the ages of 15 and 19 were estimated as a function of joint latent class membership. Only elevated levels of externalizing behaviors were associated with higher levels of substance use through age 18. Internalizing behaviors appeared to serve as a protective factor among those with moderate displays of externalizing behavior only. Additionally, growth in substance use from ages 15 to 19 was slower among those who displayed the highest level of externalizing behaviors, and internalizing behaviors appeared to moderate growth (and serve as protective factor) among those who displayed moderate levels of externalizing behaviors. The findings underscore the importance of pattern profiles based on observations of the joint development of problem behaviors to assess risk for substance use, particularly in understudied populations where risk/protective factors may operate in a unique manner.
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Skylstad V, Engebretsen IMS, Nalugya SJ, Opesen C, Ndeezi G, Okello ES, Moland KM, Tumwine JK, Skar AMS. 'There is nowhere to take the child': a qualitative study of community members' views on managing early childhood substance use in Mbale, Uganda. BMC Public Health 2022; 22:1192. [PMID: 35705928 PMCID: PMC9198618 DOI: 10.1186/s12889-022-13548-4] [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] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 05/26/2022] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Harmful alcohol use by 5-8-year-old children has been identified in Mbale District, Uganda. To further examine this finding, the present study explores the experiences and perceptions of community members regarding how childhood substance use (before age 10) is managed in this area. METHODS We conducted eight focus group discussions with 48 parents of children aged < 10 years and 26 key informant interviews with teachers, health workers, child protection workers, police, local stakeholders, brewers, and others. Thematic content analysis was performed. RESULTS Three main themes were identified: 'We don't talk about it': Despite concern, childhood substance use was not addressed in the community. Participants attributed this to three main factors related to a lack of leadership in addressing it, changing acceptability for peer parental interference, and uncertainty about repercussions related to children's rights. 'There is nowhere to take the child': Schools, police, and remand homes were intuitively considered appropriate arenas for managing childhood substance use but were considered inaccessible, unresponsive, and inadequate due to insufficient resources, competence, and training. Since substance use was not considered a medical problem, help from the health sector was only sought for adverse consequences, such as injury. This left the participants with the experience that there was in effect nowhere to take the child. 'The government has not done so much': The participants called for government action and clear laws that would regulate the availability of alcohol and other substances to children, but they had limited trust in the capacity and commitment of the government to act. CONCLUSIONS The participants were concerned about childhood alcohol and substance use, but the complexity and magnitude of the problem left them feeling incapacitated in responding. Relevant factors were identified on the community, institutional, and the government level, such as a lack of leadership in addressing it, a loss of mandate to interfere in child-rearing, inadequate services, weak legal structures, and missing government action. A strengthening of collective agency and public policy is necessary to prevent and address childhood alcohol and substance use.
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Affiliation(s)
- V Skylstad
- Centre for International Health, Department of Global Public Health and Primary Care, Faculty of Medicine, University of Bergen, Bergen, Norway.
| | - I M S Engebretsen
- Centre for International Health, Department of Global Public Health and Primary Care, Faculty of Medicine, University of Bergen, Bergen, Norway
| | - S J Nalugya
- Department of Psychiatry, School of Medicine, Makerere University College of Health Sciences, Kampala, Uganda
- Department of Psychiatry, Mulago National Referral and Teaching Hospital, Ministry of Health, Kampala, Uganda
| | - C Opesen
- Department of Sociology and Anthropology, School of Social Sciences, Makerere University, Kampala, Uganda
| | - G Ndeezi
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - E S Okello
- Mwanza Intervention Trials Unit, National Institute for Medical Research, Mwanza Campus, Mwanza, Tanzania
| | - K M Moland
- Centre for International Health, Department of Global Public Health and Primary Care, Faculty of Medicine, University of Bergen, Bergen, Norway
| | - J K Tumwine
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
- Department of Paediatrics and Child Health, Kabale University School of Medicine, Kabale, Uganda
| | - A M S Skar
- Global Health Cluster, Norwegian Institute of Public Health, Oslo, Norway
- Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
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Crouse JJ, Carpenter JS, Iorfino F, Lin T, Ho N, Byrne EM, Henders AK, Wallace L, Hermens DF, Scott EM, Wray NR, Hickie IB. Schizophrenia polygenic risk scores in youth mental health: preliminary associations with diagnosis, clinical stage and functioning. BJPsych Open 2021; 7:e58. [PMID: 33612137 PMCID: PMC8058892 DOI: 10.1192/bjo.2021.14] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND The schizophrenia polygenic risk score (SCZ-PRS) is an emerging tool in psychiatry. AIMS We aimed to evaluate the utility of SCZ-PRS in a young, transdiagnostic, clinical cohort. METHOD SCZ-PRSs were calculated for young people who presented to early-intervention youth mental health clinics, including 158 patients of European ancestry, 113 of whom had longitudinal outcome data. We examined associations between SCZ-PRS and diagnosis, clinical stage and functioning at initial assessment, and new-onset psychotic disorder, clinical stage transition and functional course over time in contact with services. RESULTS Compared with a control group, patients had elevated PRSs for schizophrenia, bipolar disorder and depression, but not for any non-psychiatric phenotype (for example cardiovascular disease). Higher SCZ-PRSs were elevated in participants with psychotic, bipolar, depressive, anxiety and other disorders. At initial assessment, overall SCZ-PRSs were associated with psychotic disorder (odds ratio (OR) per s.d. increase in SCZ-PRS was 1.68, 95% CI 1.08-2.59, P = 0.020), but not assignment as clinical stage 2+ (i.e. discrete, persistent or recurrent disorder) (OR = 0.90, 95% CI 0.64-1.26, P = 0.53) or functioning (R = 0.03, P = 0.76). Longitudinally, overall SCZ-PRSs were not significantly associated with new-onset psychotic disorder (OR = 0.84, 95% CI 0.34-2.03, P = 0.69), clinical stage transition (OR = 1.02, 95% CI 0.70-1.48, P = 0.92) or persistent functional impairment (OR = 0.84, 95% CI 0.52-1.38, P = 0.50). CONCLUSIONS In this preliminary study, SCZ-PRSs were associated with psychotic disorder at initial assessment in a young, transdiagnostic, clinical cohort accessing early-intervention services. Larger clinical studies are needed to further evaluate the clinical utility of SCZ-PRSs, especially among individuals with high SCZ-PRS burden.
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Affiliation(s)
- Jacob J Crouse
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Australia
| | - Joanne S Carpenter
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Australia
| | - Frank Iorfino
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Australia
| | - Tian Lin
- Queensland Brain Institute, University of Queensland, Australia; and Institute of Molecular Bioscience, University of Queensland, Australia
| | - Nicholas Ho
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Australia
| | - Enda M Byrne
- Institute of Molecular Bioscience, University of Queensland, Australia
| | - Anjali K Henders
- Institute of Molecular Bioscience, University of Queensland, Australia
| | - Leanne Wallace
- Institute of Molecular Bioscience, University of Queensland, Australia
| | - Daniel F Hermens
- Sunshine Coast Mind and Neuroscience Thompson Institute, University of the Sunshine Coast, Australia
| | - Elizabeth M Scott
- St Vincent's and Mater Clinical School, The University of Notre Dame, Australia
| | - Naomi R Wray
- Queensland Brain Institute, University of Queensland, Australia; and Institute of Molecular Bioscience, University of Queensland, Australia
| | - Ian B Hickie
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Australia
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Gehue LJ, Crouse JJ, Battisti RA, Yim M, Carpenter JS, Scott EM, Hickie IB. Piloting the 'Youth Early-intervention Study' ('YES'): Preliminary functional outcomes of a randomized controlled trial targeting social participation and physical well-being in young people with emerging mental disorders. J Affect Disord 2021; 280:180-188. [PMID: 33217700 DOI: 10.1016/j.jad.2020.10.070] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 09/07/2020] [Accepted: 10/31/2020] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Young people with mental disorders present with diverse social, vocational, physical, and developmental needs. However, multifaceted interventions are rare. We examine the effectiveness of a clinical trial targeting social participation and physical well-being in young people accessing clinical services. METHODS The 'Youth Early-intervention Study' ('YES') was an unblinded, two-phase, pilot randomized controlled trial offered as an adjunct to standard clinical care, consisting of group activities. Mixed effects models were used to examine functional outcomes over time measured by the 'Social and Occupational Functioning Assessment Scale', 'Functioning Assessment Short Test', and 'Brief Disability Questionnaire' (items 7 and 8). RESULTS 133 participants aged 14-25 were recruited. 87 participants completed both arms and 83 participants completed a 12-month post-trial assessment. Functioning improved across all outcomes. While diagnoses differed in functioning at baseline (lower functioning in psychotic and bipolar disorders compared to depression), they did not differ in the rate of improvement across any measure. Randomization groups did not differ in baseline functioning or the rate of improvement, suggesting a non-specific impact of the intervention. Engagement with education increased from 11% at baseline to 51% at 12-months post-trial and full-time employment increased from 8% at baseline to 20% at 12-months post-trial. LIMITATIONS Small sample, no control group, and unmeasured potential moderators (e.g. neurocognitive impairment). CONCLUSIONS 'YES' was effective and preliminary positive outcomes were observed across all functional outcomes. Future studies should compare the 'YES' intervention to a treatment-as-usual control condition and conduct a multi-centre trial across early intervention service sites.
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Affiliation(s)
- Lillian J Gehue
- Youth Mental Health and Technology Team, Brain and Mind Centre, University of Sydney, NSW, Australia
| | - Jacob J Crouse
- Youth Mental Health and Technology Team, Brain and Mind Centre, University of Sydney, NSW, Australia.
| | - Robert A Battisti
- Cancer Centre for Children, The Children's Hospital at Westmead, NSW, Australia
| | - Mark Yim
- St Vincent's Private Hospital, Sydney, NSW, Australia
| | - Joanne S Carpenter
- Youth Mental Health and Technology Team, Brain and Mind Centre, University of Sydney, NSW, Australia
| | - Elizabeth M Scott
- Youth Mental Health and Technology Team, Brain and Mind Centre, University of Sydney, NSW, Australia; St Vincent's and Mater Clinical School, The University of Notre Dame, NSW, Australia
| | - Ian B Hickie
- Youth Mental Health and Technology Team, Brain and Mind Centre, University of Sydney, NSW, Australia
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Tickell AM, Rohleder C, Garland A, Song YJC, Carpenter JS, Harel K, Parker L, Hickie IB, Scott E. Protocol for a young adult mental health (Uspace) cohort: personalising multidimensional care in young people admitted to hospital. BMJ Open 2021; 11:e038787. [PMID: 33431486 PMCID: PMC7802707 DOI: 10.1136/bmjopen-2020-038787] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION Currently, the literature on personalised and measurement-based mental healthcare is inadequate with major gaps in the development and evaluation of 21st century service models. Clinical presentations of mental ill health in young people are heterogeneous, and clinical and functional outcomes are often suboptimal. Thus, treatments provided in a person-centred and responsive fashion are critical to meet the unique needs of young people and improve individual outcomes. Personalised care also requires concurrent assessment of factors relating to outcomes and underlying neurobiology. This study builds on a completed feasibility study and will be the first to incorporate clinical, cognitive, circadian, metabolic and hormonal profiling with personalised and measurement-based care in a cohort of young people admitted to hospital. METHODS AND ANALYSIS This prospective, transdiagnostic, observational study will be offered to all young people between the ages of 16 and 30 years admitted to the inpatient unit of the participating centre. In total, 400 participants will be recruited. On admission to hospital, young people will undergo clinical and diagnostic assessment, cognitive testing, self-report questionnaires, metabolic and hormonal data collection, and anthropomorphic measurements. Participants will wear an actigraphy watch for at least 1 week during admission to measure circadian patterns and sleep-wake cycles. A feedback session between clinician and participant will occur after clinical and other laboratory assessments to tailor individual treatment plans, explain the ongoing process of measurement-based care, and provide participant and family education. Associations between cognitive impairments, disturbed sleep-wake behaviours, circadian rhythms, clinical symptoms and functional impairments will be evaluated to improve the understanding of parameters affecting clinical outcomes. ETHICS AND DISSEMINATION This study protocol was approved by the Human Research Ethics Committees of the University of Sydney (HREC USYD 2015/867) and St Vincent's Hospital (HREC SVH 17/045). This study will be published on completion in a peer-reviewed journal.
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Affiliation(s)
- Ashleigh M Tickell
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Cathrin Rohleder
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Alexandra Garland
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | | | | | - Kate Harel
- Young Adult Mental Health Unit, St Vincent's Private Hospital, Darlinghurst, New South Wales, Australia
| | - Lisa Parker
- Young Adult Mental Health Unit, St Vincent's Private Hospital, Darlinghurst, New South Wales, Australia
| | - Ian B Hickie
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Elizabeth Scott
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
- Young Adult Mental Health Unit, St Vincent's Private Hospital, Darlinghurst, New South Wales, Australia
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Initial Heroin Use Patterns Predict 5-Year Relapse: Results from a Longitudinal Cohort Study in Shanghai, China. Int J Ment Health Addict 2020. [DOI: 10.1007/s11469-020-00407-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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PARK JUNYEONG, ROUHANI SABA, BELETSKY LEO, VINCENT LOUISE, SALONER BRENDAN, SHERMAN SUSANG. Situating the Continuum of Overdose Risk in the Social Determinants of Health: A New Conceptual Framework. Milbank Q 2020; 98:700-746. [PMID: 32808709 PMCID: PMC7482387 DOI: 10.1111/1468-0009.12470] [Citation(s) in RCA: 104] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Policy Points This article reconceptualizes our understanding of the opioid epidemic and proposes six strategies that address the epidemic's social roots. In order to successfully reduce drug-related mortality over the long term, policymakers and public health leaders should develop partnerships with people who use drugs, incorporate harm reduction interventions, and reverse decades of drug criminalization policies. CONTEXT Drug overdose is the leading cause of injury-related death in the United States. Synthetic opioids, predominantly illicit fentanyl and its analogs, surpassed prescription opioids and heroin in associated mortality rates in 2016. Unfortunately, interventions fail to fully address the current wave of the opioid epidemic and often omit the voices of people with lived experiences regarding drug use. Every overdose death is a culmination of a long series of policy failures and lost opportunities for harm reduction. METHODS In this article, we conducted a scoping review of the opioid literature to propose a novel framework designed to foreground social determinants more directly into our understanding of this national emergency. The "continuum of overdose risk" framework is our synthesis of the global evidence base and is grounded in contemporary theories, models, and policies that have been successfully applied both domestically and internationally. FINDINGS De-escalating overdose risk in the long term will require scaling up innovative and comprehensive solutions that have been designed through partnerships with people who use drugs and are rooted in harm reduction. CONCLUSIONS Without recognizing the full drug-use continuum and the role of social determinants, the current responses to drug overdose will continue to aggravate the problem they are trying to solve.
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Affiliation(s)
| | | | - LEO BELETSKY
- School of Law and Bouvé College of Health SciencesNortheastern University
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Rohleder C, Song YJC, Crouse JJ, Davenport TA, Iorfino F, Hamilton B, Zmicerevska N, Nichles A, Carpenter JS, Tickell AM, Wilson C, Cross SP, Guastella AJ, Koethe D, Leweke FM, Scott EM, Hickie IB. Youth Mental Health Tracker: protocol to establish a longitudinal cohort and research database for young people attending Australian mental health services. BMJ Open 2020; 10:e035379. [PMID: 32513883 PMCID: PMC7282334 DOI: 10.1136/bmjopen-2019-035379] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 02/12/2020] [Accepted: 05/05/2020] [Indexed: 12/11/2022] Open
Abstract
INTRODUCTION Mental disorders are a leading cause of long-term disability worldwide. Much of the burden of mental ill-health is mediated by early onset, comorbidities with physical health conditions and chronicity of the illnesses. This study aims to track the early period of mental disorders among young people presenting to Australian mental health services to facilitate more streamlined transdiagnostic processes, highly personalised and measurement-based care, secondary prevention and enhanced long-term outcomes. METHODS AND ANALYSIS Recruitment to this large-scale, multisite, prospective, transdiagnostic, longitudinal clinical cohort study ('Youth Mental Health Tracker') will be offered to all young people between the ages of 12 and 30 years presenting to participating services with proficiency in English and no history of intellectual disability. Young people will be tracked over 3 years with standardised assessments at baseline and 3, 6, 12, 24 and 36 months. Assessments will include self-report and clinician-administered measures, covering five key domains including: (1) social and occupational function; (2) self-harm, suicidal thoughts and behaviour; (3) alcohol or other substance misuse; (4) physical health; and (5) illness type, clinical stage and trajectory. Data collection will be facilitated by the use of health information technology. The data will be used to: (1) determine prospectively the course of multidimensional functional outcomes, based on the differential impact of demographics, medication, psychological interventions and other key potentially modifiable moderator variables and (2) map pathophysiological mechanisms and clinical illness trajectories to determine transition rates of young people to more severe illness forms. ETHICS AND DISSEMINATION The study has been reviewed and approved by the Human Research Ethics Committee of the Sydney Local Health District (2019/ETH00469). All data will be non-identifiable, and research findings will be disseminated through peer-reviewed journals and scientific conference presentations.
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Affiliation(s)
- Cathrin Rohleder
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | | | - Jacob J Crouse
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Tracey A Davenport
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Frank Iorfino
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Blake Hamilton
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Natalia Zmicerevska
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Alissa Nichles
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Joanne S Carpenter
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Ashleigh M Tickell
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Chloe Wilson
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Shane P Cross
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Adam J Guastella
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Dagmar Koethe
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - F Markus Leweke
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Elizabeth M Scott
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Ian B Hickie
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
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Hickie IB, Scott EM, Cross SP, Iorfino F, Davenport TA, Guastella AJ, Naismith SL, Carpenter JS, Rohleder C, Crouse JJ, Hermens DF, Koethe D, Markus Leweke F, Tickell AM, Sawrikar V, Scott J. Right care, first time: a highly personalised and measurement-based care model to manage youth mental health. Med J Aust 2020; 211 Suppl 9:S3-S46. [PMID: 31679171 DOI: 10.5694/mja2.50383] [Citation(s) in RCA: 74] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Mood and psychotic syndromes most often emerge during adolescence and young adulthood, a period characterised by major physical and social change. Consequently, the effects of adolescent-onset mood and psychotic syndromes can have long term consequences. A key clinical challenge for youth mental health is to develop and test new systems that align with current evidence for comorbid presentations and underlying neurobiology, and are useful for predicting outcomes and guiding decisions regarding the provision of appropriate and effective care. Our highly personalised and measurement-based care model includes three core concepts: ▶ A multidimensional assessment and outcomes framework that includes: social and occupational function; self-harm, suicidal thoughts and behaviour; alcohol or other substance misuse; physical health; and illness trajectory. ▶ Clinical stage. ▶ Three common illness subtypes (psychosis, anxious depression, bipolar spectrum) based on proposed pathophysiological mechanisms (neurodevelopmental, hyperarousal, circadian). The model explicitly aims to prevent progression to more complex and severe forms of illness and is better aligned to contemporary models of the patterns of emergence of psychopathology. Inherent within this highly personalised approach is the incorporation of other evidence-based processes, including real-time measurement-based care as well as utilisation of multidisciplinary teams of health professionals. Data-driven local system modelling and personalised health information technologies provide crucial infrastructure support to these processes for better access to, and higher quality, mental health care for young people. CHAPTER 1: MULTIDIMENSIONAL OUTCOMES IN YOUTH MENTAL HEALTH CARE: WHAT MATTERS AND WHY?: Mood and psychotic syndromes present one of the most serious public health challenges that we face in the 21st century. Factors including prevalence, age of onset, and chronicity contribute to substantial burden and secondary risks such as alcohol or other substance misuse. Mood and psychotic syndromes most often emerge during adolescence and young adulthood, a period characterised by major physical and social change; thus, effects can have long term consequences. We propose five key domains which make up a multidimensional outcomes framework that aims to address the specific needs of young people presenting to health services with emerging mental illness. These include social and occupational function; self-harm, suicidal thoughts and behaviours; alcohol or other substance misuse; physical health; and illness type, stage and trajectory. Impairment and concurrent morbidity are well established in young people by the time they present for mental health care. Despite this, services and health professionals tend to focus on only one aspect of the presentation - illness type, stage and trajectory - and are often at odds with the preferences of young people and their families. There is a need to address the disconnect between mental health, physical health and social services and interventions, to ensure that youth mental health care focuses on the outcomes that matter to young people. CHAPTER 2: COMBINING CLINICAL STAGE AND PATHOPHYSIOLOGICAL MECHANISMS TO UNDERSTAND ILLNESS TRAJECTORIES IN YOUNG PEOPLE WITH EMERGING MOOD AND PSYCHOTIC SYNDROMES: Traditional diagnostic classification systems for mental disorders map poorly onto the early stages of illness experienced by young people, and purport categorical distinctions that are not readily supported by research into genetic, environmental and neurobiological risk factors. Consequently, a key clinical challenge in youth mental health is to develop and test new classification systems that align with current evidence on comorbid presentations, are consistent with current understanding of underlying neurobiology, and provide utility for predicting outcomes and guiding decisions regarding the provision of appropriate and effective care. This chapter outlines a transdiagnostic framework for classifying common adolescent-onset mood and psychotic syndromes, combining two independent but complementary dimensions: clinical staging, and three proposed pathophysiological mechanisms. Clinical staging reflects the progression of mental disorders and is in line with the concept used in general medicine, where more advanced stages are associated with a poorer prognosis and a need for more intensive interventions with a higher risk-to-benefit ratio. The three proposed pathophysiological mechanisms are neurodevelopmental abnormalities, hyperarousal and circadian dysfunction, which, over time, have illness trajectories (or pathways) to psychosis, anxious depression and bipolar spectrum disorders, respectively. The transdiagnostic framework has been evaluated in young people presenting to youth mental health clinics of the University of Sydney's Brain and Mind Centre, alongside a range of clinical and objective measures. Our research to date provides support for this framework, and we are now exploring its application to the development of more personalised models of care. CHAPTER 3: A COMPREHENSIVE ASSESSMENT FRAMEWORK FOR YOUTH MENTAL HEALTH: GUIDING HIGHLY PERSONALISED AND MEASUREMENT-BASED CARE USING MULTIDIMENSIONAL AND OBJECTIVE MEASURES: There is an urgent need for improved care for young people with mental health problems, in particular those with subthreshold mental disorders that are not sufficiently severe to meet traditional diagnostic criteria. New comprehensive assessment frameworks are needed to capture the biopsychosocial profile of a young person to drive highly personalised and measurement-based mental health care. We present a range of multidimensional measures involving five key domains: social and occupational function; self-harm, suicidal thoughts and behaviours; alcohol or other substance misuse; physical health; and illness type, stage and trajectory. Objective measures include: neuropsychological function; sleep-wake behaviours and circadian rhythms; metabolic and immune markers; and brain structure and function. The recommended multidimensional measures facilitate the development of a comprehensive clinical picture. The objective measures help to further develop informative and novel insights into underlying pathophysiological mechanisms and illness trajectories to guide personalised care plans. A panel of specific multidimensional and objective measures are recommended as standard clinical practice, while others are recommended secondarily to provide deeper insights with the aim of revealing alternative clinical paths for targeted interventions and treatments matched to the clinical stage and proposed pathophysiological mechanisms of the young person. CHAPTER 4: PERSONALISING CARE OPTIONS IN YOUTH MENTAL HEALTH: USING MULTIDIMENSIONAL ASSESSMENT, CLINICAL STAGE, PATHOPHYSIOLOGICAL MECHANISMS, AND INDIVIDUAL ILLNESS TRAJECTORIES TO GUIDE TREATMENT SELECTION: New models of mental health care for young people require that interventions be matched to illness type, clinical stage, underlying pathophysiological mechanisms and individual illness trajectories. Narrow syndrome-focused classifications often direct clinical attention away from other key factors such as functional impairment, self-harm and suicidality, alcohol or other substance misuse, and poor physical health. By contrast, we outline a treatment selection guide for early intervention for adolescent-onset mood and psychotic syndromes (ie, active treatments and indicated and more specific secondary prevention strategies). This guide is based on experiences with the Brain and Mind Centre's highly personalised and measurement-based care model to manage youth mental health. The model incorporates three complementary core concepts: ▶A multidimensional assessment and outcomes framework including: social and occupational function; self-harm, suicidal thoughts and behaviours; alcohol or other substance misuse; physical health; and illness trajectory. ▶Clinical stage. ▶Three common illness subtypes (psychosis, anxious depression, bipolar spectrum) based on three underlying pathophysiological mechanisms (neurodevelopmental, hyperarousal, circadian). These core concepts are not mutually exclusive and together may facilitate improved outcomes through a clinical stage-appropriate and transdiagnostic framework that helps guide decisions regarding the provision of appropriate and effective care options. Given its emphasis on adolescent-onset mood and psychotic syndromes, the Brain and Mind Centre's model of care also respects a fundamental developmental perspective - categorising childhood problems (eg, anxiety and neurodevelopmental difficulties) as risk factors and respecting the fact that young people are in a period of major biological and social transition. Based on these factors, a range of social, psychological and pharmacological interventions are recommended, with an emphasis on balancing the personal benefit-to-cost ratio. CHAPTER 5: A SERVICE DELIVERY MODEL TO SUPPORT HIGHLY PERSONALISED AND MEASUREMENT-BASED CARE IN YOUTH MENTAL HEALTH: Over the past decade, we have seen a growing focus on creating mental health service delivery models that better meet the unique needs of young Australians. Recent policy directives from the Australian Government recommend the adoption of stepped-care services to improve the appropriateness of care, determined by severity of need. Here, we propose that a highly personalised approach enhances stepped-care models by incorporating clinical staging and a young person's current and multidimensional needs. It explicitly aims to prevent progression to more complex and severe forms of illness and is better aligned to contemporary models of the patterns of emergence of psychopathology. Inherent within a highly personalised approach is the incorporation of other evidence-based processes, including real-time measurement-based care and use of multidisciplinary teams of health professionals. Data-driven local system modelling and personalised health information technologies provide crucial infrastructure support to these processes for better access to, and higher quality of, mental health care for young people.
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Affiliation(s)
- Ian B Hickie
- Brain and Mind Centre, University of Sydney, Sydney, NSW
| | - Elizabeth M Scott
- Brain and Mind Centre, University of Sydney, Sydney, NSW.,University of Notre Dame Australia, Sydney, NSW
| | - Shane P Cross
- Brain and Mind Centre, University of Sydney, Sydney, NSW
| | - Frank Iorfino
- Brain and Mind Centre, University of Sydney, Sydney, NSW
| | | | | | | | | | | | - Jacob J Crouse
- Brain and Mind Centre, University of Sydney, Sydney, NSW
| | - Daniel F Hermens
- Brain and Mind Centre, University of Sydney, Sydney, NSW.,Sunshine Coast Mind and Neuroscience - Thompson Institute, University of the Sunshine Coast, Birtinya, QLD
| | - Dagmar Koethe
- Brain and Mind Centre, University of Sydney, Sydney, NSW
| | | | | | - Vilas Sawrikar
- Brain and Mind Centre, University of Sydney, Sydney, NSW.,University of Edinburgh, Edinburgh, UK
| | - Jan Scott
- Brain and Mind Centre, University of Sydney, Sydney, NSW.,Institute of Neuroscience, Newcastle University, Newcastle Upon Tyne, UK
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Räsänen S, Mäkelä H, Riipinen P, Riala K, Hakko H. Prevalence of Neoplasms among Former Adolescent Psychiatric Inpatients. Psychiatry Investig 2019; 16:594-601. [PMID: 31389225 PMCID: PMC6710417 DOI: 10.30773/pi.2019.04.20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 04/20/2019] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVE To examine the association between psychiatric disorders and neoplasms. METHODS A follow-up study of a population-based cohort of patients admitted for psychiatric care between the ages 13-17 years. The cases were patients with a follow-up diagnosis of neoplasm. The K-SADS-PL interview was used to assess DSM-IV based psychiatric diagnoses at adolescence. The treatment episodes due to neoplasms and related psychiatric disorders were extracted from the National Health Care Registers. RESULTS Of the original cohort, 6.3% of subjects had a neoplasm diagnosis. Male cases were characterized as taking snuff and females as having a fear of becoming obese. 75% of cases had smoked regularly and 47% suffered from substance misuse disorder already in adolescence. At a mean age of 22 years, the diagnoses of skin or soft tissue neoplasms were prevailing, three being malignant neoplasms of the skin, mouth or colon. Non-psychotic disorders were comorbid both two years before (26%) and after (33%) the neoplasm diagnosis. CONCLUSION Focus on psychiatric symptoms of patients with neoplasms may enhance their treatment outcome and quality of life.
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Affiliation(s)
- Santtu Räsänen
- Department of Psychiatry, Research Unit of Clinical Neuroscience, University of Oulu, Oulu, Finland
| | - Hannu Mäkelä
- Department of Psychiatry, Research Unit of Clinical Neuroscience, University of Oulu, Oulu, Finland
| | - Pirkko Riipinen
- Department of Psychiatry, Research Unit of Clinical Neuroscience, University of Oulu, Oulu, Finland
| | - Kaisa Riala
- Department of Psychiatry, Research Unit of Clinical Neuroscience, University of Oulu, Oulu, Finland
| | - Helinä Hakko
- Department of Psychiatry, Oulu University Hospital, Oulu, Finland
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