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Driver C, Boyes A, Mohamed AZ, Levenstein JM, Parker M, Hermens DF. Understanding Wellbeing Profiles According to White Matter Structural Connectivity Sub-types in Early Adolescents: The First Hundred Brains Cohort from the Longitudinal Adolescent Brain Study. J Youth Adolesc 2024; 53:1029-1046. [PMID: 38217837 PMCID: PMC10980632 DOI: 10.1007/s10964-024-01939-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 01/04/2024] [Indexed: 01/15/2024]
Abstract
Wellbeing is protective against the emergence of psychopathology. Neurobiological markers associated with mental wellbeing during adolescence are important to understand. Limited research has examined neural networks (white matter tracts) and mental wellbeing in early adolescence specifically. A cross-sectional diffusion tensor imaging analysis approach was conducted, from the Longitudinal Adolescent Brain study, First Hundred Brains cohort (N = 99; 46.5% female; Mage = 13.01, SD = 0.55). Participants completed self-report measures including wellbeing, quality-of-life, and psychological distress. Potential neurobiological profiles using fractional anisotropy, axial, and radial diffusivity were determined via a whole brain voxel-wise approach, and hierarchical cluster analysis of fractional anisotropy values, obtained from 21 major white matter tracts. Three cluster groups with significantly different neurobiological profiles were distinguished. No significant differences were found between the three cluster groups and measures of wellbeing, but two left lateralized significant associations between white matter tracts and wellbeing measures were found. These results provide preliminary evidence for potential neurobiological markers of mental health and wellbeing in early adolescence and should be tracked longitudinally to provide more detailed and robust findings.
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Affiliation(s)
- Christina Driver
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, Sunshine Coast, QLD, Australia.
| | - Amanda Boyes
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, Sunshine Coast, QLD, Australia
| | - Abdalla Z Mohamed
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, Sunshine Coast, QLD, Australia
| | - Jacob M Levenstein
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, Sunshine Coast, QLD, Australia
| | - Marcella Parker
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, Sunshine Coast, QLD, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, Sunshine Coast, QLD, Australia
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Crouse JJ, Park SH, Hermens DF, Lagopoulos J, Park M, Shin M, Carpenter JS, Scott EM, Hickie IB. Chronotype and subjective sleep quality predict white matter integrity in young people with emerging mental disorders. Eur J Neurosci 2024. [PMID: 38650167 DOI: 10.1111/ejn.16351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 12/13/2023] [Accepted: 03/18/2024] [Indexed: 04/25/2024]
Abstract
Protecting brain health is a goal of early intervention. We explored whether sleep quality or chronotype could predict white matter (WM) integrity in emerging mental disorders. Young people (N = 364) accessing early-intervention clinics underwent assessments for chronotype, subjective sleep quality, and diffusion tensor imaging. Using machine learning, we examined whether chronotype or sleep quality (alongside diagnostic and demographic factors) could predict four measures of WM integrity: fractional anisotropy (FA), and radial, axial, and mean diffusivities (RD, AD and MD). We prioritised tracts that showed a univariate association with sleep quality or chronotype and considered predictors identified by ≥80% of machine learning (ML) models as 'important'. The most important predictors of WM integrity were demographics (age, sex and education) and diagnosis (depressive and bipolar disorders). Subjective sleep quality only predicted FA in the perihippocampal cingulum tract, whereas chronotype had limited predictive importance for WM integrity. To further examine links with mood disorders, we conducted a subgroup analysis. In youth with depressive and bipolar disorders, chronotype emerged as an important (often top-ranking) feature, predicting FA in the cingulum (cingulate gyrus), AD in the anterior corona radiata and genu of the corpus callosum, and RD in the corona radiata, anterior corona radiata, and genu of corpus callosum. Subjective quality was not important in this subgroup analysis. In summary, chronotype predicted altered WM integrity in the corona radiata and corpus callosum, whereas subjective sleep quality had a less significant role, suggesting that circadian factors may play a more prominent role in WM integrity in emerging mood disorders.
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Affiliation(s)
- Jacob J Crouse
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Shin Ho Park
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, Queensland, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, Queensland, Australia
| | - Minji Park
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Mirim Shin
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Joanne S Carpenter
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Elizabeth M Scott
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Ian B Hickie
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
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3
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Amminger GP, Rice S, Davey CG, Quinn AL, Hermens DF, Zmicerevska N, Nichles A, Hickie I, Incerti L, Weller A, Joseph S, Hilton Z, Pugh C, Rayner M, Reid N, Ratheesh A, Yung AR, Yuen HP, Mackinnon A, Hetrick S, Parker A, Street R, Berger M, Berk M, McGorry PD, Lin A. The Addition of Fish Oil to Cognitive Behavioral Case Management for Youth Depression: A Randomized, Double-Blind, Placebo-Controlled, Multicenter Clinical Trial. Biol Psychiatry 2024; 95:426-433. [PMID: 37355004 DOI: 10.1016/j.biopsych.2023.06.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 05/16/2023] [Accepted: 06/01/2023] [Indexed: 06/26/2023]
Abstract
BACKGROUND Clinical trials suggest that long-chain omega-3 polyunsaturated fatty acids (n-3 PUFAs) (fish oil) may reduce depressive symptoms in adults with major depressive disorder. Therefore, n-3 PUFAs may be a potential treatment for depression in youth. METHODS Participants were 15- to-25 year-old individuals with major depressive disorder who sought care in one of three government-funded mental health services for young people in metropolitan Melbourne, Perth, or Sydney, Australia. Participants were randomly assigned in a double-blind, parallel-arm design to receive either fish oil (840 mg of eicosapentaenoic acid and 560 mg of docosahexaenoic acid) or placebo capsules as adjunct to cognitive behavioral case management. All participants were offered 50-minute cognitive behavioral case management sessions every 2 weeks delivered by qualified therapists (treatment as usual) at the study sites during the intervention period. The primary outcome was change in the interviewer-rated Quick Inventory of Depressive Symptomatology, Adolescent Version, score at 12 weeks. Erythrocyte n-3 PUFA levels were assessed pre-post intervention. RESULTS A total of 233 young people were randomized to the treatment arms: 115 participants to the n-3 PUFA group and 118 to the placebo group. Mean change from baseline in the Quick Inventory of Depressive Symptomatology score was -5.8 in the n-3 PUFA group and -5.6 in the placebo group (mean difference, 0.2; 95% CI, -1.1 to 1.5; p = .75). Erythrocyte PUFA levels were not associated with depression severity at any time point. The incidence and severity of adverse events were similar in the two groups. CONCLUSIONS This placebo-controlled trial and biomarker analysis found no evidence to support the use of fish oil for treatment in young people with major depressive disorder.
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Affiliation(s)
- G Paul Amminger
- Orygen, Melbourne, Victoria, Australia; Centre for Youth Mental Health, University of Melbourne, Melbourne, Victoria, Australia.
| | - Simon Rice
- Orygen, Melbourne, Victoria, Australia; Centre for Youth Mental Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Christopher G Davey
- Department of Psychiatry, University of Melbourne, Melbourne, Victoria, Australia
| | - Amelia L Quinn
- Orygen, Melbourne, Victoria, Australia; Centre for Youth Mental Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Natalia Zmicerevska
- Youth Mental Health Team, Brain and Mind Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Alissa Nichles
- Youth Mental Health Team, Brain and Mind Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Ian Hickie
- Youth Mental Health Team, Brain and Mind Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Lisa Incerti
- Orygen, Melbourne, Victoria, Australia; Centre for Youth Mental Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Amber Weller
- Orygen, Melbourne, Victoria, Australia; Centre for Youth Mental Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Sarah Joseph
- Orygen, Melbourne, Victoria, Australia; Centre for Youth Mental Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Zarah Hilton
- Telethon Kids Institute, The University of Western Australia, Nedlands, Western Australia, Australia
| | - Charlotte Pugh
- Telethon Kids Institute, The University of Western Australia, Nedlands, Western Australia, Australia
| | - Madeline Rayner
- Telethon Kids Institute, The University of Western Australia, Nedlands, Western Australia, Australia
| | - Nate Reid
- Orygen, Melbourne, Victoria, Australia; Centre for Youth Mental Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Aswin Ratheesh
- Orygen, Melbourne, Victoria, Australia; Centre for Youth Mental Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Alison R Yung
- Deakin University, IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Barwon Health, Geelong, Victoria, Australia
| | - Hok Pan Yuen
- Orygen, Melbourne, Victoria, Australia; Centre for Youth Mental Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Andrew Mackinnon
- Centre for Mental Health, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia
| | - Sarah Hetrick
- Department of Psychological Medicine, University of Auckland, Auckland, New Zealand
| | - Alexandra Parker
- Institute for Health and Sport, Victoria University, Melbourne, Victoria, Australia
| | - Rebekah Street
- Orygen, Melbourne, Victoria, Australia; Centre for Youth Mental Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Maximus Berger
- University Hospital of Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland
| | - Michael Berk
- Deakin University, IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Barwon Health, Geelong, Victoria, Australia
| | - Patrick D McGorry
- Orygen, Melbourne, Victoria, Australia; Centre for Youth Mental Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Ashleigh Lin
- Telethon Kids Institute, The University of Western Australia, Nedlands, Western Australia, Australia
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Boyes A, Levenstein JM, McLoughlin LT, Driver C, Mills L, Lagopoulos J, Hermens DF. A short-interval longitudinal study of associations between psychological distress and hippocampal grey matter in early adolescence. Brain Imaging Behav 2024:10.1007/s11682-023-00847-6. [PMID: 38216837 DOI: 10.1007/s11682-023-00847-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/23/2023] [Indexed: 01/14/2024]
Abstract
This study of Australian adolescents (N = 88, 12-13-years-old) investigated the relationship between hippocampal grey matter volume (GMV) and self-reported psychological distress (K10) at four timepoints, across 12 months. Participants were divided into two groups; those who had K10 scores between 10 and 15 for all four timepoints were categorised as "low distress" (i.e., control group; n = 38), while participants who had K10 scores of 16 or higher at least once over the year were categorised as "moderate-high distress" (n = 50). Associations were tested by GEE fitting of GMV and K10 measures at the same time point, and in the preceding and subsequent timepoints. Analyses revealed smaller preceding left GMV and larger preceding right GMV were associated with higher subsequent K10 scores in the "moderate-high distress" group. This was not observed in the control group. In contrast, the control group showed significant co-occurring associations (i.e., at the same TP) between GMV and K10 scores. The "moderate-high distress" group experienced greater variability in distress. These results suggest that GMV development in early adolescence is differently associated with psychological distress for those who experience "moderate-high distress" at some point over the year, compared to controls. These findings offer a novel way to utilise short-interval, multiple time-point longitudinal data to explore changes in volume and experience of psychological distress in early adolescents. The results suggest hippocampal volume in early adolescence may be linked to fluctuations in psychological distress.
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Affiliation(s)
- Amanda Boyes
- Thompson Institute, UniSC, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia.
| | - Jacob M Levenstein
- Thompson Institute, UniSC, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Larisa T McLoughlin
- Thompson Institute, UniSC, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Christina Driver
- Thompson Institute, UniSC, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Lia Mills
- Thompson Institute, UniSC, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Jim Lagopoulos
- Thompson Institute, UniSC, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Daniel F Hermens
- Thompson Institute, UniSC, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
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Dutton M, Boyes A, Can AT, Mohamed AZ, Hajishafiee M, Shan ZY, Lagopoulos J, Hermens DF. Hippocampal subfield volumes predict treatment response to oral ketamine in people with suicidality. J Psychiatr Res 2024; 169:192-200. [PMID: 38042058 DOI: 10.1016/j.jpsychires.2023.11.040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 10/31/2023] [Accepted: 11/22/2023] [Indexed: 12/04/2023]
Abstract
Ongoing stress results in hippocampal neuro-structural alterations which produce pathological consequences, including depression and suicidality. Ketamine may ameliorate stress related illnesses, including suicidality, via neuroplasticity processes. This novel study sought to determine whether oral ketamine treatment specifically affects hippocampal (whole and subfield) volumes in patients with chronic suicidality and MDD. It was hypothesised that oral ketamine treatment would differentially alter hippocampal volumes in trial participants categorised as ketamine responders, versus those who were non-responders. Twenty-eight participants received 6 single, weekly doses of oral ketamine (0.5-3 mg/kg) and underwent MRI scans at pre-ketamine (week 0), post-ketamine (week 6), and follow up (week 10). Hippocampal subfield volumes were extracted using the longitudinal pipeline in FreeSurfer. Participants were grouped according to ketamine response status and then compared in terms of grey matter volume (GMV) changes, among 10 hippocampal regions, over 6 and 10 weeks. Mixed ANOVAs were used to analyse interactions between time and group. Post treatment analysis revealed a significant main effect of group for three left hippocampal GMVs as well in the left and right whole hippocampus. Ketamine acute responders (Week 6) showed increased GMVs in both left and right whole hippocampus and in three subfields compared to acute non-responders, across all three timepoints, suggesting that pre-treatment increased hippocampal GMVs (particularly left hemisphere) may be predictive biomarkers of acute treatment response. Future studies should further investigate the potential of hippocampal volumes as a biomarker of ketamine treatment response.
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Affiliation(s)
- Megan Dutton
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia.
| | - Amanda Boyes
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Adem T Can
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Abdalla Z Mohamed
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Maryam Hajishafiee
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Zack Y Shan
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
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Abstract
Ketamine has received considerable attention for its rapid and robust antidepressant response over the past decade. Current evidence, in clinical populations, predominantly relates to parenterally administered ketamine, which is reported to produce significant undesirable side effects, with additional concerns regarding long-term safety and abuse potential. Attempts to produce a similar drug to ketamine, without the psychotomimetic side effects, have proved elusive. Orally administered ketamine has a different pharmacological profile to parentally administered ketamine, suggesting it may be a viable alternative. Emerging evidence regarding the efficacy and tolerability of oral ketamine suggests that it may be a favourable route of administration, as it appears to obtain similarly beneficial treatment effects, but without the cost and medical resources required in parenteral dosing. The pharmacological effects may be due to the active metabolite norketamine, which has been found to be at substantially higher levels via oral dosing, most likely due to first-pass clearance. Despite bioavailability and peak plasma concentrations both being lower than when administered parenterally, evidence suggests that low-dose oral ketamine is clinically effective in treating pain. This may also be due to the actions of norketamine and therefore, its relevance to the mental health context is explored in this narrative review.
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Affiliation(s)
- Megan Dutton
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia.
| | - Adem T Can
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
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7
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Schwartz OS, Amminger P, Baune BT, Bedi G, Berk M, Cotton SM, Daglas-Georgiou R, Glozier N, Harrison B, Hermens DF, Jennings E, Lagopoulos J, Loo C, Mallawaarachchi S, Martin D, Phelan B, Read N, Rodgers A, Schmaal L, Somogyi AA, Thurston L, Weller A, Davey CG. The Study of Ketamine for Youth Depression (SKY-D): study protocol for a randomised controlled trial of low-dose ketamine for young people with major depressive disorder. Trials 2023; 24:686. [PMID: 37875938 PMCID: PMC10594918 DOI: 10.1186/s13063-023-07631-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 09/07/2023] [Indexed: 10/26/2023] Open
Abstract
BACKGROUND Existing treatments for young people with severe depression have limited effectiveness. The aim of the Study of Ketamine for Youth Depression (SKY-D) trial is to determine whether a 4-week course of low-dose subcutaneous ketamine is an effective adjunct to treatment-as-usual in young people with major depressive disorder (MDD). METHODS SKY-D is a double-masked, randomised controlled trial funded by the Australian Government's National Health and Medical Research Council (NHMRC). Participants aged between 16 and 25 years (inclusive) with moderate-to-severe MDD will be randomised to receive either low-dose ketamine (intervention) or midazolam (active control) via subcutaneous injection once per week for 4 weeks. The primary outcome is change in depressive symptoms on the Montgomery-Åsberg Depression Rating Scale (MADRS) after 4 weeks of treatment. Further follow-up assessment will occur at 8 and 26 weeks from treatment commencement to determine whether treatment effects are sustained and to investigate safety outcomes. DISCUSSION Results from this trial will be important in determining whether low-dose subcutaneous ketamine is an effective treatment for young people with moderate-to-severe MDD. This will be the largest randomised trial to investigate the effects of ketamine to treat depression in young people. TRIAL REGISTRATION Australian and New Zealand Clinical Trials Registry ID: ACTRN12619000683134. Registered on May 7, 2019. https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=377513 .
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Affiliation(s)
- Orli S Schwartz
- Department of Psychiatry, University of Melbourne, Melbourne, Australia.
- Orygen, Melbourne, Australia.
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia.
| | - Paul Amminger
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Bernard T Baune
- Department of Psychiatry, University of Melbourne, Melbourne, Australia
- Department of Psychiatry, University of Münster, Münster, Germany
- The Florey Institute of Neuroscience and Mental Health, Melbourne, Australia
| | - Gillinder Bedi
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Michael Berk
- Orygen, Melbourne, Australia
- Deakin University, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Geelong, Australia
| | - Sue M Cotton
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Rothanthi Daglas-Georgiou
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Nick Glozier
- Central Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
- Australian Research Council Centre of Excellence for Children and Families Over the Life Course, Sydney, Australia
- Professor Marie Bashir Centre, Royal Prince Alfred Hospital, Sydney, Australia
| | - Ben Harrison
- Department of Psychiatry, University of Melbourne, Melbourne, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, Australia
| | - Emma Jennings
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, Australia
- Thompson Brain and Mind Healthcare, Sunshine Coast, Australia
| | - Colleen Loo
- School of Psychiatry, University of New South Wales, Sydney, Australia
- Black Dog Institute, Sydney, Australia
| | - Sumudu Mallawaarachchi
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Donel Martin
- Black Dog Institute, Sydney, Australia
- School of Clinical Medicine, University of New South Wales, Sydney, Australia
| | - Bethany Phelan
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Nikki Read
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Anthony Rodgers
- The George Institute for Global Health, University of New South Wales, Sydney, Australia
| | - Lianne Schmaal
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Andrew A Somogyi
- School of Biomedicine, University of Adelaide, Adelaide, Australia
| | - Lily Thurston
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
| | - Amber Weller
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
- Victorian Department of Health, Melbourne, Australia
| | - Christopher G Davey
- Department of Psychiatry, University of Melbourne, Melbourne, Australia
- Orygen, Melbourne, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia
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Schultz K, Kannis-Dymand L, Jamieson D, McLoughlin LT, Loughnan S, Allen A, Hermens DF. Examining the Longitudinal Relationship Between Metacognitive Beliefs and Psychological Distress in an Adolescent Population: A Preliminary Analysis. Child Psychiatry Hum Dev 2023:10.1007/s10578-023-01611-z. [PMID: 37831288 DOI: 10.1007/s10578-023-01611-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/16/2023] [Indexed: 10/14/2023]
Abstract
Adolescence is a period marked by significant vulnerability to the onset of mental health concerns. Within adults, the metacognitive model of psychological disorders advocates for the involvement of metacognitive beliefs in the onset, and maintenance, of psychopathology. The current study aimed to assess the applicability of the metacognitive model in adolescence by exploring the relationship, as well as the trajectory, between metacognitive beliefs and psychological distress. The longitudinal prospective cohort study investigated data from a community-based sample of participants aged 12 to 13. Self-report assessment measures of metacognitive beliefs, psychological distress, and somatic distress are reported across four time-points. Baseline assessments are reported for 70 participants, which reduced to 53 participants at time-point four. Correlational analyses demonstrated a significant relationship between overall metacognition, as well as negative metacognitive beliefs, and psychological distress at each of the four time-points. Generalised Estimating Equations found a significant association between metacognitive predictors and psychological distress over the four time-points. These results indicate that negative metacognitive beliefs, positive metacognitive beliefs, metacognitive beliefs related to superstition, punishment, and responsibility, low perceived levels of cognitive confidence and cognitive self-consciousness predict psychological distress over 12 months in adolescents aged 12 to 13. The strongest longitudinal correlational structure was found for the model of negative metacognitive beliefs and psychological distress. These findings provide preliminary evidence for the positive linear relationship between metacognitive beliefs and psychological distress in adolescence. The study provides an important contribution to understanding the role of metacognitive beliefs in the aetiology and perpetuation of psychological distress in adolescence.
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Affiliation(s)
- Katie Schultz
- School of Health, University of the Sunshine Coast, Maroochydore DC, QLD, Australia
| | - Lee Kannis-Dymand
- School of Health, University of the Sunshine Coast, Maroochydore DC, QLD, Australia
| | - Daniel Jamieson
- Thompson Institute, University of the Sunshine Coast, Birtinya, QLD, Australia
| | - Larisa T McLoughlin
- Thompson Institute, University of the Sunshine Coast, Birtinya, QLD, Australia
| | - Siobhan Loughnan
- Thompson Institute, University of the Sunshine Coast, Birtinya, QLD, Australia
- Stillbirth Centre of Research Excellence, Mater Research Institute, South Brisbane, QLD, Australia
| | - Andrew Allen
- School of Health, University of the Sunshine Coast, Maroochydore DC, QLD, Australia.
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Birtinya, QLD, Australia
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9
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Hickie IB, Iorfino F, Rohleder C, Song YJC, Nichles A, Zmicerevska N, Capon W, Guastella AJ, Leweke FM, Scott J, McGorry P, Mihalopoulos C, Killackey E, Chong MK, McKenna S, Aji M, Gorban C, Crouse JJ, Koethe D, Battisti R, Hamilton B, Lo A, Hackett ML, Hermens DF, Scott EM. EMPOWERED trial: protocol for a randomised control trial of digitally supported, highly personalised and measurement-based care to improve functional outcomes in young people with mood disorders. BMJ Open 2023; 13:e072082. [PMID: 37821139 PMCID: PMC10583041 DOI: 10.1136/bmjopen-2023-072082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 08/08/2023] [Indexed: 10/13/2023] Open
Abstract
OBJECTIVES Many adolescents and young adults with emerging mood disorders do not achieve substantial improvements in education, employment, or social function after receiving standard youth mental health care. We have developed a new model of care referred to as 'highly personalised and measurement-based care' (HP&MBC). HP&MBC involves repeated assessment of multidimensional domains of morbidity to enable continuous and personalised clinical decision-making. Although measurement-based care is common in medical disease management, it is not a standard practice in mental health. This clinical effectiveness trial tests whether HP&MBC, supported by continuous digital feedback, delivers better functional improvements than standard care and digital support. METHOD AND ANALYSIS This controlled implementation trial is a PROBE study (Prospective, Randomised, Open, Blinded End-point) that comprises a multisite 24-month, assessor-blinded, follow-up study of 1500 individuals aged 15-25 years who present for mental health treatment. Eligible participants will be individually randomised (1:1) to 12 months of HP&MBC or standardised clinical care. The primary outcome measure is social and occupational functioning 12 months after trial entry, assessed by the Social and Occupational Functioning Assessment Scale. Clinical and social outcomes for all participants will be monitored for a further 12 months after cessation of active care. ETHICS AND DISSEMINATION This clinical trial has been reviewed and approved by the Human Research Ethics Committee of the Sydney Local Health District (HREC Approval Number: X22-0042 & 2022/ETH00725, Protocol ID: BMC-YMH-003-2018, protocol version: V.3, 03/08/2022). Research findings will be disseminated through peer-reviewed journals, presentations at scientific conferences, and to user and advocacy groups. Participant data will be deidentified. TRIAL REGISTRATION NUMBER ACTRN12622000882729.
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Affiliation(s)
- Ian B Hickie
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Frank Iorfino
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Cathrin Rohleder
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Yun Ju Christine Song
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Alissa Nichles
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Natalia Zmicerevska
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - William Capon
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Adam J Guastella
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - F Markus Leweke
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
- Faculty of Medicine Mannheim, Psychiatry and Psychotherapy, Central Institute of Mental Health, Heidelberg University, Mannheim, Germany
| | - Jan Scott
- Newcastle University, Newcastle upon Tyne, UK
| | - Patrick McGorry
- Centre for Youth Mental Health, University of Melbourne Australia, Parkville, Victoria, Australia
- Orygen, The National Centre of Excellence in Youth Mental Health, Parkville, Victoria, Australia
| | - Cathrine Mihalopoulos
- School of Public Health and Preventive Medicine, Monash University, Clayton, Victoria, Australia
| | - Eoin Killackey
- Centre for Youth Mental Health, University of Melbourne Australia, Parkville, Victoria, Australia
- Orygen, The National Centre of Excellence in Youth Mental Health, Parkville, Victoria, Australia
| | - Min K Chong
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Sarah McKenna
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Melissa Aji
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Carla Gorban
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Jacob J Crouse
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Dagmar Koethe
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | | | - Blake Hamilton
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
- headspace Camperdown, Camperdown, New South Wales, Australia
| | - Alice Lo
- Mind Plasticity, Sydney, New South Wales, Australia
| | - Maree L Hackett
- George Institute for Global Health, Newtown, New South Wales, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Elizabeth M Scott
- Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
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10
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Iorfino F, Varidel M, Marchant R, Cripps S, Crouse J, Prodan A, Oliveria R, Carpenter JS, Hermens DF, Guastella A, Scott E, Shah J, Merikangas K, Scott J, Hickie IB. The temporal dependencies between social, emotional and physical health factors in young people receiving mental healthcare: a dynamic Bayesian network analysis. Epidemiol Psychiatr Sci 2023; 32:e56. [PMID: 37680185 PMCID: PMC10539737 DOI: 10.1017/s2045796023000616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 06/13/2023] [Accepted: 06/26/2023] [Indexed: 09/09/2023] Open
Abstract
AIMS The needs of young people attending mental healthcare can be complex and often span multiple domains (e.g., social, emotional and physical health factors). These factors often complicate treatment approaches and contribute to poorer outcomes in youth mental health. We aimed to identify how these factors interact over time by modelling the temporal dependencies between these transdiagnostic social, emotional and physical health factors among young people presenting for youth mental healthcare. METHODS Dynamic Bayesian networks were used to examine the relationship between mental health factors across multiple domains (social and occupational function, self-harm and suicidality, alcohol and substance use, physical health and psychiatric syndromes) in a longitudinal cohort of 2663 young people accessing youth mental health services. Two networks were developed: (1) 'initial network', that shows the conditional dependencies between factors at first presentation, and a (2) 'transition network', how factors are dependent longitudinally. RESULTS The 'initial network' identified that childhood disorders tend to precede adolescent depression which itself was associated with three distinct pathways or illness trajectories; (1) anxiety disorder; (2) bipolar disorder, manic-like experiences, circadian disturbances and psychosis-like experiences; (3) self-harm and suicidality to alcohol and substance use or functioning. The 'transition network' identified that over time social and occupational function had the largest effect on self-harm and suicidality, with direct effects on ideation (relative risk [RR], 1.79; CI, 1.59-1.99) and self-harm (RR, 1.32; CI, 1.22-1.41), and an indirect effect on attempts (RR, 2.10; CI, 1.69-2.50). Suicide ideation had a direct effect on future suicide attempts (RR, 4.37; CI, 3.28-5.43) and self-harm (RR, 2.78; CI, 2.55-3.01). Alcohol and substance use, physical health and psychiatric syndromes (e.g., depression and anxiety, at-risk mental states) were independent domains whereby all direct effects remained within each domain over time. CONCLUSIONS This study identified probable temporal dependencies between domains, which has causal interpretations, and therefore can provide insight into their differential role over the course of illness. This work identified social, emotional and physical health factors that may be important early intervention and prevention targets. Improving social and occupational function may be a critical target due to its impacts longitudinally on self-harm and suicidality. The conditional independence of alcohol and substance use supports the need for specific interventions to target these comorbidities.
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Affiliation(s)
- Frank Iorfino
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
| | - Mathew Varidel
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
| | - Roman Marchant
- Human Technology Institute, University of Technology, Sydney, NSW, Australia
- School of Mathematical and Physical Sciences, University of Technology Sydney, Sydney, NSW, Australia
| | - Sally Cripps
- Human Technology Institute, University of Technology, Sydney, NSW, Australia
- School of Mathematical and Physical Sciences, University of Technology Sydney, Sydney, NSW, Australia
| | - Jacob Crouse
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
| | - Ante Prodan
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
- Translational Health Research Institute, Western Sydney University, Sydney, NSW, Australia
- School of Computer, Data and Mathematical Sciences, Western Sydney University, Sydney, NSW, Australia
| | - Rafael Oliveria
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
- School of Computer Science, The University of Sydney, Sydney, NSW, Australia
| | | | - Daniel F. Hermens
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
- Thompson Institute, University of the Sunshine Coast, Birtinya, QLD, Australia
| | - Adam Guastella
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
| | - Elizabeth Scott
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
| | - Jai Shah
- Department of Psychiatry, McGill University, Montreal, QC, Canada
| | - Kathleen Merikangas
- Genetic Epidemiology Research Branch, Division of Intramural Research Program, National Institute of Mental Health, Bethesda, MD, USA
| | - Jan Scott
- Academic Psychiatry, Institute of Neuroscience, Newcastle University, Newcastle, UK
| | - Ian B. Hickie
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
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11
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Mitchell JS, Anijärv TE, Levenstein JL, Hermens DF, Lagopoulos J. Excitatory and inhibitory neurometabolites in anorexia nervosa: A systematic review of proton magnetic resonance spectroscopy studies. Neurosci Biobehav Rev 2023; 152:105279. [PMID: 37307945 DOI: 10.1016/j.neubiorev.2023.105279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 06/02/2023] [Accepted: 06/08/2023] [Indexed: 06/14/2023]
Abstract
The dysregulation of excitatory and inhibitory neurotransmission is considered a pathological marker of Anorexia Nervosa (AN), however, no systematic evaluation of the proton Magnetic Resonance Spectroscopy (1H-MRS) literature has been conducted to date. Accordingly, we conducted a systematic review of neurometabolite differences between individuals with AN and healthy controls (HC). A comprehensive database search (until June 2023) identified seven studies meeting inclusion criteria. Samples included adolescents and adults with similar mean age (AN: 22.20 HC: 22.60), and female percentages (AN: 98%; HC: 94%). The review found a considerable need for improving study design and the reporting of MRS sequence parameters and analysis. Reduced glutamate concentrations in the ACC and OCC, and reduced Glx concentrations in the ACC were reported by one and two studies, respectively. Lastly, only one study to date has quantified GABA concentrations, with no significant differences found. In conclusion, there is currently insufficient evidence of excitatory and inhibitory neurometabolites changes in AN. As the 1H-MRS literature in AN increases, the key questions herein proposed must be revisited.
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Affiliation(s)
- Jules S Mitchell
- Thompson Institute, University of Sunshine Coast, 12 Innovation Parkway, Birtinya, 4575 Sunshine Coast, Queensland, Australia.
| | - Toomas E Anijärv
- Thompson Institute, University of Sunshine Coast, 12 Innovation Parkway, Birtinya, 4575 Sunshine Coast, Queensland, Australia
| | - Jacob L Levenstein
- Thompson Institute, University of Sunshine Coast, 12 Innovation Parkway, Birtinya, 4575 Sunshine Coast, Queensland, Australia
| | - Daniel F Hermens
- Thompson Institute, University of Sunshine Coast, 12 Innovation Parkway, Birtinya, 4575 Sunshine Coast, Queensland, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of Sunshine Coast, 12 Innovation Parkway, Birtinya, 4575 Sunshine Coast, Queensland, Australia
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12
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Forbes O, Santos-Fernandez E, Wu PPY, Xie HB, Schwenn PE, Lagopoulos J, Mills L, Sacks DD, Hermens DF, Mengersen K. clusterBMA: Bayesian model averaging for clustering. PLoS One 2023; 18:e0288000. [PMID: 37603575 PMCID: PMC10441802 DOI: 10.1371/journal.pone.0288000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 06/16/2023] [Indexed: 08/23/2023] Open
Abstract
Various methods have been developed to combine inference across multiple sets of results for unsupervised clustering, within the ensemble clustering literature. The approach of reporting results from one 'best' model out of several candidate clustering models generally ignores the uncertainty that arises from model selection, and results in inferences that are sensitive to the particular model and parameters chosen. Bayesian model averaging (BMA) is a popular approach for combining results across multiple models that offers some attractive benefits in this setting, including probabilistic interpretation of the combined cluster structure and quantification of model-based uncertainty. In this work we introduce clusterBMA, a method that enables weighted model averaging across results from multiple unsupervised clustering algorithms. We use clustering internal validation criteria to develop an approximation of the posterior model probability, used for weighting the results from each model. From a combined posterior similarity matrix representing a weighted average of the clustering solutions across models, we apply symmetric simplex matrix factorisation to calculate final probabilistic cluster allocations. In addition to outperforming other ensemble clustering methods on simulated data, clusterBMA offers unique features including probabilistic allocation to averaged clusters, combining allocation probabilities from 'hard' and 'soft' clustering algorithms, and measuring model-based uncertainty in averaged cluster allocation. This method is implemented in an accompanying R package of the same name. We use simulated datasets to explore the ability of the proposed technique to identify robust integrated clusters with varying levels of separation between subgroups, and with varying numbers of clusters between models. Benchmarking accuracy against four other ensemble methods previously demonstrated to be highly effective in the literature, clusterBMA matches or exceeds the performance of competing approaches under various conditions of dimensionality and cluster separation. clusterBMA substantially outperformed other ensemble methods for high dimensional simulated data with low cluster separation, with 1.16 to 7.12 times better performance as measured by the Adjusted Rand Index. We also explore the performance of this approach through a case study that aims to identify probabilistic clusters of individuals based on electroencephalography (EEG) data. In applied settings for clustering individuals based on health data, the features of probabilistic allocation and measurement of model-based uncertainty in averaged clusters are useful for clinical relevance and statistical communication.
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Affiliation(s)
- Owen Forbes
- Centre for Data Science, School of Mathematical Sciences, Queensland University of Technology, Brisbane, QLD, Australia
| | - Edgar Santos-Fernandez
- Centre for Data Science, School of Mathematical Sciences, Queensland University of Technology, Brisbane, QLD, Australia
| | - Paul Pao-Yen Wu
- Centre for Data Science, School of Mathematical Sciences, Queensland University of Technology, Brisbane, QLD, Australia
| | - Hong-Bo Xie
- Centre for Data Science, School of Mathematical Sciences, Queensland University of Technology, Brisbane, QLD, Australia
- School of Information Science and Engineering, Yunnan University, Kunming, China
| | - Paul E. Schwenn
- UQ Poche Centre for Indigenous Health, The University of Queensland, Brisbane, QLD, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Birtinya, QLD, Australia
| | - Lia Mills
- Thompson Institute, University of the Sunshine Coast, Birtinya, QLD, Australia
| | - Dashiell D. Sacks
- Thompson Institute, University of the Sunshine Coast, Birtinya, QLD, Australia
| | - Daniel F. Hermens
- Thompson Institute, University of the Sunshine Coast, Birtinya, QLD, Australia
| | - Kerrie Mengersen
- Centre for Data Science, School of Mathematical Sciences, Queensland University of Technology, Brisbane, QLD, Australia
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13
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Hermens DF. How could brain fingerprinting lead to the early detection of mental illness in adolescents and what are the next steps? Expert Rev Neurother 2023; 23:567-570. [PMID: 37323019 DOI: 10.1080/14737175.2023.2226870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Accepted: 06/14/2023] [Indexed: 06/17/2023]
Affiliation(s)
- Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
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14
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Wong TR, Hickie IB, Carpenter JS, Scott EM, Guastella AJ, Vidafar P, Scott J, Hermens DF, Crouse JJ. Dynamic modelling of chronotype and hypo/manic and depressive symptoms in young people with emerging mental disorders. Chronobiol Int 2023; 40:699-709. [PMID: 37132360 DOI: 10.1080/07420528.2023.2203241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 02/21/2023] [Accepted: 04/11/2023] [Indexed: 05/04/2023]
Abstract
There is significant interest in the possible influence of chronotype on clinical states in young people with emerging mental disorders. We apply a dynamic approach (bivariate latent change score modelling) to examine the possible prospective influence of chronotype on depressive and hypo/manic symptoms in a youth cohort with predominantly depressive, bipolar, and psychotic disorders (N = 118; 14-30-years), who completed a baseline and follow-up assessment of these constructs (mean interval = 1.8-years). Our primary hypotheses were that greater baseline eveningness would predict increases in depressive but not hypo/manic symptoms. We found moderate to strong autoregressive effects for chronotype (β = -0.447 to -0.448, p < 0.001), depressive (β = -0.650, p < 0.001) and hypo/manic symptoms (β = -0.819, p < 0.001). Against our predictions, baseline chronotypes did not predict change in depressive (β = -0.016, p = 0.810) or hypo/manic symptoms (β = 0.077, p = 0.104). Similarly, the change in chronotype did not correlate with the change in depressive symptoms (β = -0.096, p = 0.295) nor did the change in chronotype and the change in hypo/manic symptoms (β = -0.166, p = 0.070). These data suggest that chronotypes may have low utility for predicting future hypo/manic and depressive symptoms in the short term, or that more frequent assessments over longer periods are needed to observe these associations. Future studies should test whether other circadian phenotypes (e.g. sleep-wake variability) are better indicators of illness course.
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Affiliation(s)
| | - Ian B Hickie
- Brain and Mind Centre, University of Sydney, Australia
| | | | | | | | | | - Jan Scott
- Brain and Mind Centre, University of Sydney, Australia
- Academic Psychiatry, Institute of Neuroscience, Newcastle University, UK
- Université de Paris, Paris, France
- Department of Mental Health, Norwegian University of Science and Technology, Trondheim, Norway
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Sippy Downs, Queensland, Australia
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15
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Levenstein JM, Driver C, Boyes A, Parker M, Shan Z, Lagopoulos J, Hermens DF. Sex differences in brain volumes and psychological distress: The first hundred brains cohort of the longitudinal adolescent brain study. Neuroimage: Reports 2023. [DOI: 10.1016/j.ynirp.2023.100167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/30/2023]
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16
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Mohamed AZ, Andersen T, Radovic S, Del Fante P, Kwiatek R, Calhoun V, Bhuta S, Hermens DF, Lagopoulos J, Shan ZY. Objective sleep measures in chronic fatigue syndrome patients: A systematic review and meta-analysis. Sleep Med Rev 2023; 69:101771. [PMID: 36948138 PMCID: PMC10281648 DOI: 10.1016/j.smrv.2023.101771] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 03/01/2023] [Accepted: 03/02/2023] [Indexed: 03/11/2023]
Abstract
Patients with myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) often report disrupted and unrefreshing sleep in association with worsened fatigue symptoms. However, the nature and magnitude of sleep architecture alteration in ME/CFS is not known, with studies using objective sleep measures in ME/CFS generating contradictory results. The current manuscript aimed to review and meta-analyse of case-control studies with objective sleep measures in ME/CSF. A search was conducted in PubMed, Scopus, Medline, Google Scholar, and Psychoinfo databases. After review, 24 studies were included in the meta-analysis, including 20 studies with 801 adults (ME/CFS = 426; controls = 375), and 4 studies with 477 adolescents (ME/CFS = 242; controls = 235), who underwent objective measurement of sleep. Adult ME/CFS patients spend longer time in bed, longer sleep onset latency, longer awake time after sleep onset, reduced sleep efficiency, decreased stage 2 sleep, more Stage 3, and longer rapid eye movement sleep latency. However, adolescent ME/CFS patients had longer time in bed, longer total sleep time, longer sleep onset latency, and reduced sleep efficiency. The meta-analysis results demonstrate that sleep is altered in ME/CFS, with changes seeming to differ between adolescent and adults, and suggesting sympathetic and parasympathetic nervous system alterations in ME/CFS.
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Affiliation(s)
- Abdalla Z Mohamed
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia.
| | - Thu Andersen
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Sanja Radovic
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Peter Del Fante
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Richard Kwiatek
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Vince Calhoun
- Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, 55 Park Pl NE, 18th Floor, Atlanta, GA, 30303, USA
| | - Sandeep Bhuta
- Medical Imaging Department, Gold Coast University Hospital, Parklands, QLD, 4215, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Zack Y Shan
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
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17
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Can AT, Schwenn PE, Isbel B, Beaudequin D, Bouças AP, Dutton M, Jones M, Gallay CC, Forsyth G, Bennett MR, Lagopoulos J, Hermens DF. Electrophysiological phenotypes of suicidality predict prolonged response to oral ketamine treatment. Prog Neuropsychopharmacol Biol Psychiatry 2023; 123:110701. [PMID: 36565983 DOI: 10.1016/j.pnpbp.2022.110701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 12/16/2022] [Accepted: 12/19/2022] [Indexed: 12/24/2022]
Abstract
Oral ketamine has shown to be a rapid-acting antidepressant and a potential treatment option for suicidality, however, repeated doses are often required. Objective markers of prolonged treatment response are needed to help individuals and clinicians make informed treatment decisions. This secondary analysis sought to identify objective electrophysiological predictors of both prolonged response and dose sensitivity to low-dose oral ketamine in people with chronic suicidality. Individuals with a Beck Scale for Suicide Ideation total score (BSS) ≥ 6 (N = 29) completed a six-week ketamine treatment, pre-treatment electroencephalography and follow-up assessment of suicidality (four weeks from the final ketamine dose). Prolonged response was observed in 52% of participants (follow-up BSS reduced by 50% or ≤6); nearly half were prolonged non-responders. There was decisive evidence for a predictive Bayesian linear regression model with follow-up BSS score as the response variable and pre-treatment auditory evoked power bands as predictors (theta, alpha and beta frequencies, BF10 = 17,948, R2 = 0.70). A Bayesian one-way ANOVA indicated strong evidence for a model of positive association between auditory evoked power and ketamine dose sensitivity (theta-alpha BF+0 = 108, effect size δ = 1.3, 95% CI 0.5-2.1; high-beta BF+0 = 7.4, δ = 0.8, 95% CI 0.1-1.6). Given auditory evoked power may index serotonin neurotransmission, these results suggest that a prolonged response to ketamine may, in part, be mediated by pre-treatment serotonergic functioning. In addition, the observed beta power differences may arise from GABAergic functioning. These suicidality phenotypes, identifiable by pre-treatment electrophysiology, may aid diagnosis, treatment selection and prediction of prolonged treatment outcome.
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Affiliation(s)
- Adem T Can
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Paul E Schwenn
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Ben Isbel
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Denise Beaudequin
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Ana P Bouças
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Megan Dutton
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Monique Jones
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Cyrana C Gallay
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Grace Forsyth
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | | | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia.
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18
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Sacks DD, Schwenn PE, Boyes A, Mills L, Driver C, Gatt JM, Lagopoulos J, Hermens DF. Longitudinal associations between resting-state, interregional theta-beta phase-amplitude coupling, psychological distress, and wellbeing in 12-15-year-old adolescents. Cereb Cortex 2023:7099489. [PMID: 37005062 DOI: 10.1093/cercor/bhad099] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 03/02/2023] [Accepted: 03/03/2023] [Indexed: 04/04/2023] Open
Abstract
Cross-frequency coupling between the phase of slower oscillatory activity and the amplitude of faster oscillatory activity in the brain (phase-amplitude coupling; PAC), is a promising new biological marker for mental health. Prior research has demonstrated that PAC is associated with mental health. However, most research has focused on within-region theta-gamma PAC in adults. Our recent preliminary study found increased theta-beta PAC was associated with increased psychological distress in 12 year olds. It is important to investigate how PAC biomarkers relate to mental health and wellbeing in youth. Thus, in this study, we investigated longitudinal associations between interregional (posterior-anterior cortex) resting-state theta-beta PAC (Modulation Index [MI]), psychological distress and wellbeing in N = 99 adolescents (aged 12-15 years). In the right hemisphere, there was a significant relationship, whereby increased psychological distress was associated with decreased theta-beta PAC and psychological distress increased with increased age. In the left hemisphere, there was a significant relationship, whereby decreased wellbeing was associated with decreased theta-beta PAC and wellbeing scores decreased with increased age. This study presents novel findings demonstrating longitudinal relationships between interregional, resting-state theta-beta PAC and mental health and wellbeing in early adolescents. This EEG marker may facilitate improved early identification of emerging psychopathology.
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Affiliation(s)
- Dashiell D Sacks
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD 4575, Australia
| | - Paul E Schwenn
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD 4575, Australia
| | - Amanda Boyes
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD 4575, Australia
| | - Lia Mills
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD 4575, Australia
| | - Christina Driver
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD 4575, Australia
| | - Justine M Gatt
- Neuroscience Research Australia (NeuRA), University of New South Wales, Margarete Ainsworth Building, Barker Street, Sydney, Randwick, NSW 2031, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD 4575, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD 4575, Australia
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19
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Can AT, Hermens DF, Mohamed AZ, Shan ZY, Dutton M, Gallay C, Forsyth G, Jamieson D, Lagopoulos J. Treatment response with ketamine in chronic suicidality: An open label functional connectivity study. J Affect Disord 2023; 331:92-100. [PMID: 36963514 DOI: 10.1016/j.jad.2023.03.064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 03/13/2023] [Accepted: 03/18/2023] [Indexed: 03/26/2023]
Abstract
BACKGROUND Ketamine has recently been proposed as a treatment option for suicidality. Whilst its mechanism of action has been explored at molecular levels, the effect on the brain at the organ level remains unclear. Here we investigate immediate post-treatment and prolonged large-scale resting-state neural network changes to elucidate the neuronal underpinnings associated with ketamine's therapeutic effects. METHODS Twenty-eight adults (aged 22-72 years) participated in the Oral Ketamine Trial On Suicidality, which is an open-label trial of weekly sub-anaesthetic doses of oral ketamine over 6 weeks. MRI was acquired at baseline, post-treatment, and follow-up. Functional connectivity changes at post-treatment and follow-up were examined using seed based and independent component analysis. RESULTS The seed-based connectivity analysis revealed significantly reduced connectivity at post-treatment from the right hippocampus to both right and left superior frontal gyrus, from the left anterior parahippocampus to right superior frontal gyrus, left superior frontal gyrus, right middle frontal gyrus, and left frontal operculum cortex. Compared with baseline, the ICA showed reduced anterior default mode network connectivities to bilateral posterior cingulate cortex, middle and anterior cingulate cortex, lingual gyrus, and cuneus and increased connectivity of the frontoparietal network to the right superior parietal lobule at post-treatment. LIMITATIONS Open label pilot study. CONCLUSIONS We have shown sub-anaesthetic doses of ketamine alters connectivity in networks which have been shown to be aberrantly hyper-connected in numerous psychiatric conditions. These neurocircuitry changes are supported by significant reductions in suicide ideation. Our results provide support for the use of ketamine as a treatment for suicidality.
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Affiliation(s)
- Adem T Can
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Abdalla Z Mohamed
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Zack Y Shan
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Megan Dutton
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Cyrana Gallay
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Grace Forsyth
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Daniel Jamieson
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia.
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20
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Elwyn R, Mitchell J, Kohn MR, Driver C, Hay P, Lagopoulos J, Hermens DF. Novel ketamine and zinc treatment for anorexia nervosa and the potential beneficial interactions with the gut microbiome. Neurosci Biobehav Rev 2023; 148:105122. [PMID: 36907256 DOI: 10.1016/j.neubiorev.2023.105122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 03/04/2023] [Accepted: 03/07/2023] [Indexed: 03/13/2023]
Abstract
Anorexia nervosa (AN) is a severe illness with diverse aetiological and maintaining contributors including neurobiological, metabolic, psychological, and social determining factors. In addition to nutritional recovery, multiple psychological and pharmacological therapies and brain-based stimulations have been explored; however, existing treatments have limited efficacy. This paper outlines a neurobiological model of glutamatergic and γ-aminobutyric acid (GABA)-ergic dysfunction, exacerbated by chronic gut microbiome dysbiosis and zinc depletion at a brain and gut level. The gut microbiome is established early in development, and early exposure to stress and adversity contribute to gut microbial disturbance in AN, early dysregulation to glutamatergic and GABAergic networks, interoceptive impairment, and inhibited caloric harvest from food (e.g., zinc malabsorption, competition for zinc ions between gut bacteria and host). Zinc is a key part of glutamatergic and GABAergic networks, and also affects leptin and gut microbial function; systems dysregulated in AN. Low doses of ketamine in conjunction with zinc, could provide an efficacious combination to act on NMDA receptors and normalise glutamatergic, GABAergic and gut function in AN.
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Affiliation(s)
- Rosiel Elwyn
- Thompson Institute, University of the Sunshine Coast, Birtinya, QLD, Australia; SouthWest Sydney Local Health District, Liverpool Hospital, Liverpool, NSW, Australia.
| | - Jules Mitchell
- Thompson Institute, University of the Sunshine Coast, Birtinya, QLD, Australia; SouthWest Sydney Local Health District, Liverpool Hospital, Liverpool, NSW, Australia
| | - Michael R Kohn
- AYA Medicine Westmead Hospital, CRASH (Centre for Research into Adolescent's Health) Western Sydney Local Health District, Sydney University, Australia; SouthWest Sydney Local Health District, Liverpool Hospital, Liverpool, NSW, Australia
| | - Christina Driver
- Thompson Institute, University of the Sunshine Coast, Birtinya, QLD, Australia; SouthWest Sydney Local Health District, Liverpool Hospital, Liverpool, NSW, Australia
| | - Phillipa Hay
- Translational Health Research Institute (THRI) School of Medicine, Western Sydney University, Campbelltown, NSW, Australia; SouthWest Sydney Local Health District, Liverpool Hospital, Liverpool, NSW, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Birtinya, QLD, Australia; SouthWest Sydney Local Health District, Liverpool Hospital, Liverpool, NSW, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Birtinya, QLD, Australia; SouthWest Sydney Local Health District, Liverpool Hospital, Liverpool, NSW, Australia
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21
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Bispo-Torres AC, Lucena R, Tavares-Rodrigues IC, Barouh JL, Lins-Silva DH, Dorea-Bandeira I, Souza LS, Faria-Guimarães D, Tolentino A, Miranda-Scippa Â, Hermens DF, Sampaio AS, Quarantini LC, Glozier N, Hickie IB, Bandeira ID. Psychopathological symptoms in parents and siblings of people on the autism spectrum: A systematic review and meta-analysis. Psychiatry Res 2023; 323:115145. [PMID: 36921507 DOI: 10.1016/j.psychres.2023.115145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 03/01/2023] [Accepted: 03/02/2023] [Indexed: 03/18/2023]
Abstract
Parents and siblings of children on the autism spectrum experience significant distress, and for this reason, it is essential to understand the most prevalent psychopathological symptoms among this population. This work aims to establish the prevalence of psychopathological symptoms in parents and siblings of individuals on the autism spectrum, following the Preferred Reporting Items for Systematic Review and Meta-Analyses Protocols (PRISMA-P) criteria. Searches were carried out using the PubMed/Medline, Embase, PsycINFO, SciELO, and Biblioteca Virtual em Saúde (BVS) databases. Twenty-three articles were included in this review. Depressive symptoms were the most frequently reported conditions, with a higher prevalence in mothers of children on the autism spectrum. In the meta-analysis, mothers of children on the autism spectrum scored higher by 0.42 standard deviations on the symptom scales (SMD 0.42; CI 0.25-0.59), with low statistical heterogeneity (I2 0%, p = 0.5) when compared with mothers of children with atypical development. The psychopathological symptoms of relatives should be investigated as part of the follow-up procedures for the child on the autism spectrum to facilitate their treatment.
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Affiliation(s)
| | - Rita Lucena
- Departamento de Neurociências e Saúde Mental, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador 40025010, Brazil; Programa de Pós-Graduação em Medicina e Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador 40110060, Brazil
| | | | - Judah L Barouh
- Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador 40025010, Brazil; Laboratório de Neuropsicofarmacologia, Serviço de Psiquiatria do Hospital Universitário Professor Edgard Santos, Universidade Federal da Bahia, Salvador 40110060, Brazil
| | - Daniel H Lins-Silva
- Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador 40025010, Brazil; Laboratório de Neuropsicofarmacologia, Serviço de Psiquiatria do Hospital Universitário Professor Edgard Santos, Universidade Federal da Bahia, Salvador 40110060, Brazil
| | - Ingrid Dorea-Bandeira
- Laboratório de Neuropsicofarmacologia, Serviço de Psiquiatria do Hospital Universitário Professor Edgard Santos, Universidade Federal da Bahia, Salvador 40110060, Brazil
| | - Lucca S Souza
- Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador 40025010, Brazil; Laboratório de Neuropsicofarmacologia, Serviço de Psiquiatria do Hospital Universitário Professor Edgard Santos, Universidade Federal da Bahia, Salvador 40110060, Brazil
| | - Daniela Faria-Guimarães
- Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador 40025010, Brazil; Laboratório de Neuropsicofarmacologia, Serviço de Psiquiatria do Hospital Universitário Professor Edgard Santos, Universidade Federal da Bahia, Salvador 40110060, Brazil
| | - Arthur Tolentino
- Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador 40025010, Brazil
| | - Ângela Miranda-Scippa
- Departamento de Neurociências e Saúde Mental, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador 40025010, Brazil; Programa de Pós-Graduação em Medicina e Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador 40110060, Brazil
| | - Daniel F Hermens
- Sunshine Coast Mind and Neuroscience Thompson Institute, University of the Sunshine Coast, Sunshine Coast 4575, Australia
| | - Aline S Sampaio
- Departamento de Neurociências e Saúde Mental, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador 40025010, Brazil; Programa de Pós-Graduação em Medicina e Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador 40110060, Brazil; Laboratório de Neuropsicofarmacologia, Serviço de Psiquiatria do Hospital Universitário Professor Edgard Santos, Universidade Federal da Bahia, Salvador 40110060, Brazil
| | - Lucas C Quarantini
- Departamento de Neurociências e Saúde Mental, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador 40025010, Brazil; Programa de Pós-Graduação em Medicina e Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador 40110060, Brazil; Laboratório de Neuropsicofarmacologia, Serviço de Psiquiatria do Hospital Universitário Professor Edgard Santos, Universidade Federal da Bahia, Salvador 40110060, Brazil
| | - Nick Glozier
- Brain and Mind Centre, The University of Sydney, Sydney 2050, Australia; Faculty of Medicine and Health, Central Clinical School, The University of Sydney, Sydney 2050, Australia
| | - Ian B Hickie
- Brain and Mind Centre, The University of Sydney, Sydney 2050, Australia
| | - Igor D Bandeira
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto 94305, United States.
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22
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Driver C, Moore L, Mohamed A, Boyes A, Sacks DD, Mills L, McLoughlin LT, Lagopoulos J, Hermens DF. Structural connectivity and its association with social connectedness in early adolescence. Behav Brain Res 2023; 440:114259. [PMID: 36528168 DOI: 10.1016/j.bbr.2022.114259] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 12/11/2022] [Accepted: 12/12/2022] [Indexed: 12/15/2022]
Abstract
Adolescence is a critical period of social and neural development. Brain regions which process social information develop throughout adolescence as young people learn to navigate social environments. Studies investigating brain structural connectivity (indexed by white matter (WM) integrity), and social connectedness in adolescents have been limited until recently, with literature stemming mostly from adult samples, broad age ranges within adolescence or based on social network characteristics as opposed to social connectedness. This cross-sectional study of 12-year-olds (N = 73) explored the relationship between social connectedness (SCS) and structural connectivity in early adolescence, to gauge how this snapshot of WM development is associated with social behaviour. Whole brain voxel-wise diffusion tensor imaging was undertaken to determine correlations between SCS and fractional anisotropy (FA), radial (RD) and axial (AD) diffusivity of clusters within WM tracts. Significant negative relationships between FA and SCS scores were found in clusters within 11 WM tracts, with significant positive correlations between SCS and both RD and AD across clusters within 13 and 8 clusters, respectively. Clusters within the genu of the corpus callosum (CCgn) showed strong correlations for all three metrics, and regression models that included gender, age, and psychological distress, revealed SCS to be the only significant predictor of CCgn FA, RD and AD values. Overall, these findings suggest that those with lower social connectedness had a WM profile suggestive of reduced axonal density and/or coherence. Longitudinal research is needed to track such WM profiles during adolescent development and determine the associations with mental health and well-being outcomes.
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Affiliation(s)
- Christina Driver
- Thompson Institute, University of the Sunshine Coast, Innovation Parkway, Birtinya, QLD, Australia.
| | - Lisa Moore
- Thompson Institute, University of the Sunshine Coast, Innovation Parkway, Birtinya, QLD, Australia
| | - Abdalla Mohamed
- Thompson Institute, University of the Sunshine Coast, Innovation Parkway, Birtinya, QLD, Australia
| | - Amanda Boyes
- Thompson Institute, University of the Sunshine Coast, Innovation Parkway, Birtinya, QLD, Australia
| | - Dashiell D Sacks
- Thompson Institute, University of the Sunshine Coast, Innovation Parkway, Birtinya, QLD, Australia
| | - Lia Mills
- Thompson Institute, University of the Sunshine Coast, Innovation Parkway, Birtinya, QLD, Australia
| | - Larisa T McLoughlin
- Behaviour-Brain-Body Research Centre, University of South Australia, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Innovation Parkway, Birtinya, QLD, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Innovation Parkway, Birtinya, QLD, Australia
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23
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Anijärv TE, Can AT, Gallay CC, Forsyth GA, Dutton M, Mitchell JS, Hermens DF, Lagopoulos J. Spectral changes of EEG following a 6-week low-dose oral ketamine treatment in adults with major depressive disorder and chronic suicidality. Int J Neuropsychopharmacol 2023; 26:259-267. [PMID: 36789509 PMCID: PMC10109122 DOI: 10.1093/ijnp/pyad006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 02/10/2023] [Indexed: 02/16/2023] Open
Abstract
BACKGROUND Ketamine has considerable therapeutic potential in alleviating major depressive disorder (MDD) and chronic suicidality. However, the clinical diagnosis of neuropsychiatric disorders requires more robust diagnostic criteria. Electroencephalography (EEG) has shown promise in classifying depressive and suicidal patients from healthy individuals. The present study aimed to identify changes in the spectral properties of EEG in patients with MDD and chronic suicidality after completing the 6-week Oral Ketamine Trial on Suicidality (OKTOS) with follow-up occurring 4 weeks after final ketamine treatment and determine associations between EEG spectral output and clinical symptoms. METHODS Participants (N=25) had 4-minutes eyes closed resting state EEG recorded at frontal, temporal, centro-parietal, and occipital regions. Spectral analysis was performed with Welch's power spectrum density method, and the power of four distinct frequency bands was analysed - theta, alpha, low-beta, and high-beta. Correlation analyses between changes in clinical symptoms and spectral power were done using Spearman's ranked correlation. RESULTS Between pre- and post-treatment, only centro-parietal alpha power decreased. Between post-treatment and follow-up, centro-parietal alpha increased again in addition to increases in temporal alpha, centro-parietal and temporal theta, occipital low-beta, and decreases in occipital theta and temporal low-beta. Additionally, the decrease of occipital theta positively correlated with clinical subscales for depression and stress. CONCLUSIONS EEG spectral analysis revealed significant changes in theta, alpha, and low-beta frequency bands. Alpha band showed initial changes after treatment; however, this trended back towards baseline levels after the treatment cessation. In contrast, theta and low-beta showed significant power changes only after the treatment had ended.
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Affiliation(s)
- T E Anijärv
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - A T Can
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - C C Gallay
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - G A Forsyth
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - M Dutton
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - J S Mitchell
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - D F Hermens
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - J Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
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24
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Treacy C, Levenstein JM, Jefferies A, Metse AP, Schaumberg MA, Villani A, Boucas AP, Hermens DF, Lagopoulos J, Andrews SC. The LEISURE Study: A Longitudinal Randomized Controlled Trial Protocol for a Multi-Modal Lifestyle Intervention Study to Reduce Dementia Risk in Healthy Older Adults. J Alzheimers Dis 2023; 94:841-856. [PMID: 37334601 DOI: 10.3233/jad-230193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Dementia is understood to arise from a mixed etiology, enveloping chronic inflammatory and vascular impacts on the brain, driven by a constellation of modifiable risk factors which are largely mediated by lifestyle-related behaviors. These risk factors manifest over a prolonged preclinical period and account for up to 40% of the population attributable risk for dementia, representing viable targets for early interventions aimed at abating disease onset and progression. Here we outline the protocol for a 12-week randomized control trial (RCT) of a multimodal Lifestyle Intervention Study for Dementia Risk Reduction (LEISURE), with longitudinal follow-up at 6-months and 24-months post-intervention. This trial integrates exercise, diet, sleep, and mindfulness to simultaneously target multiple different etiopathogenetic mechanisms and their interplay in a healthy older adult population (aged 50-85 years), and assesses dementia risk reduction as the primary endpoint. The LEISURE study is located in the Sunshine Coast region of Australia, which has one of the nation's highest proportions of adults aged over 50 years (36.4%), and corresponding dementia prevalence. This trial is novel in its inclusion of mindfulness and sleep as multidomain lifestyle targets, and in its comprehensive suite of secondary outcomes (based on psychological, physical health, sleep activity, and cognitive data) as well as exploratory neuroimaging (magnetic resonance imaging and electroencephalography) and molecular biology measures. These measures will provide greater insights into the brain-behavioral underpinnings of dementia prevention, as well as the predictors and impacts of the proposed lifestyle intervention. The LEISURE study was prospectively registered (ACTRN12620000054910) on 19 January 2020.
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Affiliation(s)
- Ciara Treacy
- Thompson Institute, University of the Sunshine Coast, Maroochydore DC, QLD, Australia
| | - Jacob M Levenstein
- Thompson Institute, University of the Sunshine Coast, Maroochydore DC, QLD, Australia
| | - Annelise Jefferies
- Thompson Institute, University of the Sunshine Coast, Maroochydore DC, QLD, Australia
| | - Alexandra P Metse
- School of Health, University of the Sunshine Coast, Maroochydore DC, QLD, Australia
- School of Psychological Sciences, University of Newcastle, University Drive, Callaghan, NSW, Australia
| | - Mia A Schaumberg
- School of Health, University of the Sunshine Coast, Maroochydore DC, QLD, Australia
- School of Human Movement and Nutrition Sciences, The University of Queensland, St Lucia, QLD, Australia
- Sunshine Coast Health Institute, Sunshine Coast Hospital and Health Service, Birtinya, QLD, Australia
- Manna Institute, University of the Sunshine Coast, QLD, Australia
| | - Anthony Villani
- School of Health, University of the Sunshine Coast, Maroochydore DC, QLD, Australia
| | - Ana P Boucas
- Thompson Institute, University of the Sunshine Coast, Maroochydore DC, QLD, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Maroochydore DC, QLD, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Maroochydore DC, QLD, Australia
| | - Sophie C Andrews
- Thompson Institute, University of the Sunshine Coast, Maroochydore DC, QLD, Australia
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25
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Driver C, Jackson TNW, Lagopoulos J, Hermens DF. Molecular mechanisms underlying the N-methyl-d-aspartate receptor antagonists: Highlighting their potential for transdiagnostic therapeutics. Prog Neuropsychopharmacol Biol Psychiatry 2022; 119:110609. [PMID: 35878675 DOI: 10.1016/j.pnpbp.2022.110609] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 07/17/2022] [Accepted: 07/19/2022] [Indexed: 11/26/2022]
Abstract
The so-called "psychedelic renaissance" has stimulated expanded interest in several classes of drugs that appear to possess transdiagnostic effects in the treatment of mental health disorders, specifically. N-methyl-d-aspartate receptor (NMDAR) antagonists are one such class with diverse therapeutic potential. NMDARs mediate excitatory postsynaptic signalling in the central nervous system (CNS) and are integral to normal neurobiological processes including neuronal development, synaptic transmission, and plasticity, and thus involved in learning and memory. However, NMDAR hyper-function is also implicated in acute CNS trauma, neuropsychiatric and neurodegenerative disorders, as well as chronic pain. The complex structure of NMDARs permits several locations for therapeutic inhibition, making these receptors a potential target for multiple drugs which modulate them in different ways. NMDAR antagonists, which may be competitive, non-competitive, or uncompetitive, either block glutamate from binding the receptor or modulate the response to glutamate binding. Despite longstanding concerns about side effects of NMDAR antagonists, recent research suggests that, when appropriately used, these agents have favourable safety profiles. Furthermore, their fast-acting mechanism of action, resulting in rapid effects compared to other therapeutic agents, makes them a promising class of drugs that may yield effective therapeutics for multiple CNS disorders.
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Affiliation(s)
- Christina Driver
- Mental Health and Neuroscience, Thompson Institute, University of the Sunshine Coast, Queensland, Australia.
| | - Timothy N W Jackson
- Australian Venom Research Unit, Department of Biochemistry and Pharmacology, University of Melbourne, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Daniel F Hermens
- Youth Mental Health and Neurobiology, Thompson Institute, University of the Sunshine Coast, Queensland, Australia
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26
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Prince T, McLoughlin L, Lagopoulos J, Elwyn R, Hermens DF. The neural correlates of socio-cognitive factors and eating disorders in young people: A systematic review. J Psychiatr Res 2022; 156:647-659. [PMID: 36375232 DOI: 10.1016/j.jpsychires.2022.10.058] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 10/15/2022] [Accepted: 10/28/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Although the primary aetiology of Eating Disorders (ED) remains unknown, research suggests a complex interplay of biological, psychological, and cultural/environmental factors. This paper aims to systematically review the literature on neuroimaging studies that measure socio-cognitive factors, in the context of body dissatisfaction and EDs in young people. Specifically, our aim was to identify patterns in the findings linked to social media-type behaviours. METHODS The review was conducted in accordance with PRISMA guidelines using PubMed, Scopus, and Web of Science databases. 799 papers were identified in the database search and 38 studies were selected based on exclusion and inclusion criteria. Selected studies were assessed using the National Institute of Health study quality assessment tool. RESULTS Findings point to state-related impairments in inhibitory control and salient emotional processing. Anorexia Nervosa(AN) showed impaired set-shifting abilities, working memory and decision making, while altered activation in attention networks and associated difficulties with conflict resolution were seen for Bulimia Nervosa(BN) and Other Specified Feeding and Eating Disorders(OSFED). AN and BN also demonstrated altered sensitivity to food-related stimuli in striatal regions, suggesting aberrant top-down emotional-cognitive control. ED participants also show deficits in body representation, impaired control over social behaviours and altered integration of visual and body perception. DISCUSSION These findings support the notion that socio-cognitive dysfunctions in ED are underpinned by a distributed network of structural and functional brain changes which influence the way young people with ED interact with and respond to social media, and ultimately places at them at increased risk for body image disturbances. This Review was registered with the PROSPERO International Register of Systematic Reviews, Registration number CRD42021270696.
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Affiliation(s)
- Taliah Prince
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, Queensland, 4575, Australia.
| | - Larisa McLoughlin
- University of South Australia, 101 Currie Street, Adelaide, South Adelaide, 5000, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, Queensland, 4575, Australia
| | - Rosiel Elwyn
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, Queensland, 4575, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, Queensland, 4575, Australia
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27
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Can AT, Hermens DF, Lagopoulos J. A unique case of very low‐dose subcutaneous ketamine use: Maintenance option of ketamine for treatment‐resistant depression. Clin Case Rep 2022; 10:e6675. [PMCID: PMC9748241 DOI: 10.1002/ccr3.6675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Revised: 11/09/2022] [Accepted: 11/11/2022] [Indexed: 12/15/2022] Open
Affiliation(s)
- Adem T. Can
- Thompson Institute University of the Sunshine Coast Birtinya Queensland Australia
| | - Daniel F. Hermens
- Thompson Institute University of the Sunshine Coast Birtinya Queensland Australia
| | - Jim Lagopoulos
- Thompson Institute University of the Sunshine Coast Birtinya Queensland Australia
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28
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Dutton M, Can AT, Lagopoulos J, Hermens DF. Stress, mental disorder and ketamine as a novel, rapid acting treatment. Eur Neuropsychopharmacol 2022; 65:15-29. [PMID: 36206584 DOI: 10.1016/j.euroneuro.2022.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 09/09/2022] [Accepted: 09/17/2022] [Indexed: 12/13/2022]
Abstract
The experience of stress is often utilised in models of emerging mental illness and neurobiological systems are implicated as the intermediary link between the experience of psychological stress and the development of a mental disorder. Chronic stress and prolonged glucocorticoid exposure have potent effects on neuronal architecture particularly in regions that modulate the hypothalamic-pituitary-adrenal (HPA) axis and are commonly associated with psychiatric disorders. This review provides an overview of stress modulating neurobiological and neurochemical systems which underpin stress-related structural and functional brain changes. These changes are thought to contribute not only to the development of disorders, but also to the treatment resistance and chronicity seen in some of our most challenging mental disorders. Reports to date suggest that stress-related psychopathology is the aetiological mechanism of these disorders and thus we review the rapid acting antidepressant ketamine as an effective emerging treatment. Ketamine, an N-methyl D-aspartate (NMDA) receptor antagonist, is shown to induce a robust treatment effect in mental disorders via enhanced synaptic strength and connectivity in key brain regions. Whilst ketamine's glutamatergic effect has been previously examined, we further consider ketamine's capacity to modulate the HPA axis and associated pathways.
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Affiliation(s)
- Megan Dutton
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, Queensland 4575, Australia.
| | - Adem T Can
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, Queensland 4575, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, Queensland 4575, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, Queensland 4575, Australia
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Hermens DF, Jamieson D, Fitzpatrick L, Sacks DD, Iorfino F, Crouse JJ, Guastella AJ, Scott EM, Hickie IB, Lagopoulos J. Sex differences in fronto-limbic white matter tracts in youth with mood disorders. Psychiatry Clin Neurosci 2022; 76:481-489. [PMID: 35730893 DOI: 10.1111/pcn.13440] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 05/22/2022] [Accepted: 06/14/2022] [Indexed: 11/29/2022]
Abstract
AIMS Patients with depression and bipolar disorder have previously been shown to have impaired white matter (WM) integrity compared with healthy controls. This study aimed to investigate potential sex differences that may provide further insight into the pathophysiology of these highly debilitating mood disorders. METHODS Participants aged 17 to 30 years (168 with depression [60% females], 107 with bipolar disorder [74% females], and 61 controls [64% females]) completed clinical assessment, self-report measures, and a neuropsychological assessment battery. Participants also underwent magnetic resonance imaging from which diffusion tensor imaging data were collected among five fronto-limbic WM tracts: cingulum bundle (cingulate gyrus and hippocampus subsections), fornix, stria terminalis, and the uncinate fasciculus. Mean fractional anisotropy (FA) scores were compared between groups using analyses of variance with sex and diagnosis as fixed factors. RESULTS Among the nine WM tracts analyzed, one revealed a significant interaction between sex and diagnosis, controlling for age. Male patients with bipolar disorder had significantly lower FA scores in the fornix compared with the other groups. Furthermore, partial correlations revealed a significant positive association between FA scores for the fornix and psychomotor speed. CONCLUSIONS Our findings suggest that males with bipolar disorder may be at increased risk of disruptions in WM integrity, especially in the fornix, which is thought to be responsible for a range of cognitive functions. More broadly, our findings suggest that sex differences may exist in WM integrity and thereby alter our understanding of the pathophysiology of mood disorders.
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Affiliation(s)
- Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Daniel Jamieson
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Lauren Fitzpatrick
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Dashiell D Sacks
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Frank Iorfino
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Jacob J Crouse
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Adam J Guastella
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Elizabeth M Scott
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Ian B Hickie
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
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Forbes O, Schwenn PE, Wu PPY, Santos-Fernandez E, Xie HB, Lagopoulos J, McLoughlin LT, Sacks DD, Mengersen K, Hermens DF. EEG-based clusters differentiate psychological distress, sleep quality and cognitive function in adolescents. Biol Psychol 2022; 173:108403. [DOI: 10.1016/j.biopsycho.2022.108403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 06/27/2022] [Accepted: 07/26/2022] [Indexed: 11/25/2022]
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Carpenter JS, Scott J, Iorfino F, Crouse JJ, Ho N, Hermens DF, Cross SPM, Naismith SL, Guastella AJ, Scott EM, Hickie IB. Predicting the emergence of full-threshold bipolar I, bipolar II and psychotic disorders in young people presenting to early intervention mental health services. Psychol Med 2022; 52:1990-2000. [PMID: 33121545 DOI: 10.1017/s0033291720003840] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
BACKGROUND Predictors of new-onset bipolar disorder (BD) or psychotic disorder (PD) have been proposed on the basis of retrospective or prospective studies of 'at-risk' cohorts. Few studies have compared concurrently or longitudinally factors associated with the onset of BD or PDs in youth presenting to early intervention services. We aimed to identify clinical predictors of the onset of full-threshold (FT) BD or PD in this population. METHOD Multi-state Markov modelling was used to assess the relationships between baseline characteristics and the likelihood of the onset of FT BD or PD in youth (aged 12-30) presenting to mental health services. RESULTS Of 2330 individuals assessed longitudinally, 4.3% (n = 100) met criteria for new-onset FT BD and 2.2% (n = 51) met criteria for a new-onset FT PD. The emergence of FT BD was associated with older age, lower social and occupational functioning, mania-like experiences (MLE), suicide attempts, reduced incidence of physical illness, childhood-onset depression, and childhood-onset anxiety. The emergence of a PD was associated with older age, male sex, psychosis-like experiences (PLE), suicide attempts, stimulant use, and childhood-onset depression. CONCLUSIONS Identifying risk factors for the onset of either BD or PDs in young people presenting to early intervention services is assisted not only by the increased focus on MLE and PLE, but also by recognising the predictive significance of poorer social function, childhood-onset anxiety and mood disorders, and suicide attempts prior to the time of entry to services. Secondary prevention may be enhanced by greater attention to those risk factors that are modifiable or shared by both illness trajectories.
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Affiliation(s)
- Joanne S Carpenter
- Youth Mental Health Team, Brain & Mind Centre, The University of Sydney, Camperdown, Australia
| | - Jan Scott
- Department of Academic Psychiatry, Institute of Neuroscience, Newcastle University, Newcastle, England
- Diderot University, Sorbonne City, Paris, France
| | - Frank Iorfino
- Youth Mental Health Team, Brain & Mind Centre, The University of Sydney, Camperdown, Australia
| | - Jacob J Crouse
- Youth Mental Health Team, Brain & Mind Centre, The University of Sydney, Camperdown, Australia
| | - Nicholas Ho
- Youth Mental Health Team, Brain & Mind Centre, The University of Sydney, Camperdown, Australia
| | - Daniel F Hermens
- Youth Mental Health Team, Brain & Mind Centre, The University of Sydney, Camperdown, Australia
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Shane P M Cross
- Youth Mental Health Team, Brain & Mind Centre, The University of Sydney, Camperdown, Australia
- School of Psychology, The University of Sydney, Camperdown, New South Wales, Australia
| | - Sharon L Naismith
- Youth Mental Health Team, Brain & Mind Centre, The University of Sydney, Camperdown, Australia
- School of Psychology, The University of Sydney, Camperdown, New South Wales, Australia
- Charles Perkins Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Adam J Guastella
- Youth Mental Health Team, Brain & Mind Centre, The University of Sydney, Camperdown, Australia
| | - Elizabeth M Scott
- Youth Mental Health Team, Brain & Mind Centre, The University of Sydney, Camperdown, Australia
- School of Medicine, University of Notre Dame, Sydney, Australia
| | - Ian B Hickie
- Youth Mental Health Team, Brain & Mind Centre, The University of Sydney, Camperdown, Australia
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Crouse JJ, Ho N, Scott J, Parker R, Park SH, Couvy-Duchesne B, Mitchell BL, Byrne EM, Hermens DF, Medland SE, Martin NG, Gillespie NA, Hickie IB. Dynamic networks of psychological symptoms, impairment, substance use, and social support: The evolution of psychopathology among emerging adults. Eur Psychiatry 2022; 65:e32. [PMID: 35694845 PMCID: PMC9280922 DOI: 10.1192/j.eurpsy.2022.23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Subthreshold/attenuated syndromes are established precursors of full-threshold mood and psychotic disorders. Less is known about the individual symptoms that may precede the development of subthreshold syndromes and associated social/functional outcomes among emerging adults. METHODS We modeled two dynamic Bayesian networks (DBN) to investigate associations among self-rated phenomenology and personal/lifestyle factors (role impairment, low social support, and alcohol and substance use) across the 19Up and 25Up waves of the Brisbane Longitudinal Twin Study. We examined whether symptoms and personal/lifestyle factors at 19Up were associated with (a) themselves or different items at 25Up, and (b) onset of a depression-like, hypo-manic-like, or psychotic-like subthreshold syndrome (STS) at 25Up. RESULTS The first DBN identified 11 items that when endorsed at 19Up were more likely to be reendorsed at 25Up (e.g., hypersomnia, impaired concentration, impaired sleep quality) and seven items that when endorsed at 19Up were associated with different items being endorsed at 25Up (e.g., earlier fatigue and later role impairment; earlier anergia and later somatic pain). In the second DBN, no arcs met our a priori threshold for inclusion. In an exploratory model with no threshold, >20 items at 19Up were associated with progression to an STS at 25Up (with lower statistical confidence); the top five arcs were: feeling threatened by others and a later psychotic-like STS; increased activity and a later hypo-manic-like STS; and anergia, impaired sleep quality, and/or hypersomnia and a later depression-like STS. CONCLUSIONS These probabilistic models identify symptoms and personal/lifestyle factors that might prove useful targets for indicated preventative strategies.
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Affiliation(s)
- Jacob J Crouse
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Nicholas Ho
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Jan Scott
- Academic Psychiatry, Institute of Neuroscience, Newcastle University, Newcastle, United Kingdom.,Université de Paris, Paris, France.,Department of Mental Health, Norwegian University of Science and Technology, Trondheim, Norway
| | - Richard Parker
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Shin Ho Park
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Baptiste Couvy-Duchesne
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia.,Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia.,Paris Brain Institute (ICM), INSERM U 1127, CNRS UMR 7225, Sorbonne University, Inria, Aramis Project-Team, 75013Paris, France
| | | | - Enda M Byrne
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Sarah E Medland
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Nicholas G Martin
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Nathan A Gillespie
- Virginia Institute for Psychiatric and Behavior Genetics, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Ian B Hickie
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
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McLoughlin LT, Simcock G, Schwenn P, Beaudequin D, Boyes A, Parker M, Lagopoulos J, Hermens DF. Social Connectedness, Cyberbullying, and Well-Being: Preliminary Findings from the Longitudinal Adolescent Brain Study. Cyberpsychol Behav Soc Netw 2022; 25:301-309. [PMID: 35404094 DOI: 10.1089/cyber.2020.0539] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Social connectedness is well established as an important aspect of adolescence, with higher levels typically resulting in positive mental health and well-being. Cyberbullying is a prevalent concern during adolescence and is a significant contributor to poor mental health outcomes during this important phase of life. Research shows that social connectedness may act as a protective factor for mental health and well-being when young people experience cyberbullying. However, further research is required to elucidate associations between social connectedness, well-being, and cyberbullying over time. This article outlines preliminary findings from the Longitudinal Adolescent Brain Study (LABS). Data are reported from N = 64 LABS participants recruited at age 12 and assessed at four timepoints over a 12-month period, with a total of 204 completed assessments. Structural equation modeling revealed a mediating effect of social connectedness on the relationship between cyberbullying and well-being. In other words, the negative influences of cyberbullying and cybervictimization on well-being scores over time are influenced by levels of social connectedness. The present findings highlight that increased social connectedness in young people is vital to promoting positive well-being over time and can protect well-being in those experiencing cyberbullying and/or cybervictimization. Findings can inform cyberbullying education programs, health care practitioners, parents, and educators on the importance of young people remaining socially connected when experiencing cyberbullying and/or cybervictimization.
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Affiliation(s)
| | - Gabrielle Simcock
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Paul Schwenn
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Denise Beaudequin
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Amanda Boyes
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Marcella Parker
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
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Dutton M, Can AT, Beaudequin D, Jensen E, Jones M, Gallay CC, Schwenn PE, Scherman JK, Yang C, Forsyth G, Lagopoulos J, Hermens DF. Oral ketamine reduces the experience of stress in people with chronic suicidality. J Affect Disord 2022; 300:410-417. [PMID: 35016117 DOI: 10.1016/j.jad.2022.01.018] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 07/29/2021] [Accepted: 01/02/2022] [Indexed: 10/19/2022]
Abstract
BACKGROUND Stress is prevalent in people experiencing suicidality and is a major contributor to the development of mental disorders. Evidence suggests ketamine shows capacity to reverse stress-induced brain changes. Though stress and ketamine have been explored individually for suicidality, this study is the first to examine ketamine treatment for self-reported stress in adults with chronic suicidality, building on pre-clinical evidence of ketamine's capacity to normalize stress-induced responses and contributing to our understanding of oral ketamine in clinical populations. METHODS Thirty two adult participants (22-72 years; 17 female) with chronic suicidality completed 6 weeks of active treatment, receiving low (0.5 mg/kg - 3.0 mg/kg) doses of oral ketamine once per week, with a 4-week follow-up phase, to assess the effect of ketamine on their perceived stress. Stress was measured via self-report utilizing the Depression Anxiety Stress Scale-21(DASS-21), and analysed at pre-treatment (week 0), post-treatment (week 6) and at follow-up (week 10). RESULTS Repeated measures ANOVA showed a significant reduction in stress (p<.001) post-treatment and Reliable Change Index calculations confirmed this to be clinically significant. Furthermore, those classified as 'prolonged responders' demonstrated a sustained reduction in stress at follow-up (i.e. after 4 weeks of nil ketamine). LIMITATIONS Small sample size, open label design, expectancy, secondary analysis CONCLUSIONS: Ketamine showed the capacity to produce a robust and sustained improvement in stress symptoms, in people with chronic suicidality. Future larger, controlled studies examining treatment suitability in a range of stress related disorders are warranted.
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Affiliation(s)
- Megan Dutton
- Thompson Institute, University of the Sunshine Coast, QLD, Australia.
| | - Adem T Can
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
| | - Denise Beaudequin
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
| | - Emma Jensen
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
| | - Monique Jones
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
| | - Cyrana C Gallay
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
| | - Paul E Schwenn
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
| | | | - Cian Yang
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
| | - Grace Forsyth
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
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McLoughlin LT, Shan Z, Mohamed A, Boyes A, Driver C, Lagopoulos J, Hermens DF. Gender differences in brain activity when exposed to cyberbullying: Associations between wellbeing and cyberbullying experience using functional Magnetic Resonance Imaging. Current Research in Neurobiology 2022; 3:100054. [DOI: 10.1016/j.crneur.2022.100054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 07/19/2022] [Accepted: 08/22/2022] [Indexed: 11/25/2022] Open
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Gallay CC, Forsyth G, Can AT, Dutton M, Jamieson D, Jensen E, Hermens DF, Bennett MR, Lagopoulos J. Six-week oral ketamine treatment for chronic suicidality is associated with increased grey matter volume. Psychiatry Res Neuroimaging 2021; 317:111369. [PMID: 34461430 DOI: 10.1016/j.pscychresns.2021.111369] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 07/24/2021] [Accepted: 08/18/2021] [Indexed: 12/16/2022]
Abstract
Chronic suicidality has been associated with neuronal atrophy in cortico-striato-limbic regions and is thought to be mediated via a glutamatergic imbalance. Ketamine, an N-methyl-D-aspartate (NMDA) receptor antagonist, has been posited to exert anti-suicidal effects by promoting neurogenesis via modulation of glutamatergic transmission. This voxel-based morphometry study examined the effect of ketamine on whole brain grey matter in adults with chronic suicidality. Grey matter in the periaqueductal grey, nucleus accumbens, putamen, caudate, and thalamus was significantly increased following 6 weeks of low dose oral ketamine treatment. These results support the notion that ketamine rapidly enhances synaptic plasticity within striato-limbic regions.
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Affiliation(s)
- Cyrana C Gallay
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, Queensland, Australia
| | - Grace Forsyth
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, Queensland, Australia
| | - Adem T Can
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, Queensland, Australia
| | - Megan Dutton
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, Queensland, Australia
| | - Daniel Jamieson
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, Queensland, Australia
| | - Emma Jensen
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, Queensland, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, Queensland, Australia
| | | | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, Queensland, Australia.
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Beaudequin D, Can AT, Jones M, Yang C, Scherman JK, Dutton M, Schwenn P, Forsyth CGG, Jensen E, Hermens DF, Lagopoulos J. Relationships between reduction in symptoms and restoration of function and wellbeing: Outcomes of the Oral Ketamine Trial on Suicidality (OKTOS). Psychiatry Res 2021; 305:114212. [PMID: 34563973 DOI: 10.1016/j.psychres.2021.114212] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 09/15/2021] [Accepted: 09/16/2021] [Indexed: 12/17/2022]
Abstract
Recovery of functioning is integral to successful treatment outcomes in depressive illness. Optimal antidepressant treatment results in both symptomatic remission and functional recovery. Oral ketamine rapidly reduces suicidality and depression; however, reports of functional and wellbeing outcomes are lacking. This study examines participants' social and occupational functioning and wellbeing outcomes in the Oral Ketamine Trial on Suicidality (OKTOS). Thirty adults with chronic suicidality participated in the trial over 10 weeks. Functional recovery and wellbeing were assessed using the Social and Occupational Functioning Scale (SOFAS) and World Health Organization Well-Being Index (WHO-5). Suicidality and depressive symptoms were assessed using the Beck Scale for Suicidal ideation (BSS) and Montgomery-Asberg Depression Rating Scale (MADRS). Relationships between the four treatment outcomes were analysed. Forty-three percent of participants achieved healthy function (SOFAS ≥ 80) and 27% reported healthy wellbeing (WHO-5 > 60%) at the four-week post-treatment follow-up. Wellbeing was revealed as the data-derived treatment endpoint for the sample. Effect sizes for functioning and wellbeing outcomes were smaller than for suicidality and depression outcomes. Results suggest that reduction in depressive symptoms and suicidal ideation may be necessary but not sufficient for full restoration of function and wellbeing in antisuicidal and antidepressant therapy, including clinical trials.
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Affiliation(s)
- Denise Beaudequin
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia.
| | - Adem T Can
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Monique Jones
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Cian Yang
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | | | - Megan Dutton
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Paul Schwenn
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | | | - Emma Jensen
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Queensland, Australia
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Iorfino F, Carpenter JS, Cross SP, Crouse J, Davenport TA, Hermens DF, Yee H, Nichles A, Zmicerevska N, Guastella A, Scott EM, Hickie IB. Social and occupational outcomes for young people who attend early intervention mental health services: a longitudinal study. Med J Aust 2021; 216:87-93. [PMID: 34664282 DOI: 10.5694/mja2.51308] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 07/08/2021] [Accepted: 07/13/2021] [Indexed: 11/17/2022]
Abstract
OBJECTIVE To identify trajectories of social and occupational functioning in young people during the two years after presenting for early intervention mental health care; to identify demographic and clinical factors that influence these trajectories. DESIGN Longitudinal, observational study of young people presenting for mental health care. SETTING Two primary care-based early intervention mental health services at the Brain and Mind Centre (University of Sydney), 1 June 2008 - 31 July 2018. PARTICIPANTS 1510 people aged 12-25 years who had presented with anxiety, mood, or psychotic disorders, for whom two years' follow-up data were available for analysis. MAIN OUTCOME MEASURES Latent class trajectories of social and occupational functioning based on growth mixture modelling of Social and Occupational Assessment Scale (SOFAS) scores. RESULTS We identified four trajectories of functioning during the first two years of care: deteriorating and volatile (733 participants, 49%); persistent impairment (237, 16%); stable good functioning (291, 19%); and improving, but late recurrence (249, 16%). The less favourable trajectories (deteriorating and volatile; persistent impairment) were associated with physical comorbidity, not being in education, employment, or training, having substance-related disorders, having been hospitalised, and having a childhood onset mental disorder, psychosis-like experiences, or a history of self-harm or suicidality. CONCLUSIONS Two in three young people with emerging mental disorders did not experience meaningful improvement in social and occupational functioning during two years of early intervention care. Most functional trajectories were also quite volatile, indicating the need for dynamic service models that emphasise multidisciplinary interventions and measurement-based care.
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Affiliation(s)
- Frank Iorfino
- Brain and Mind Centre, the University of Sydney, Sydney, NSW
| | | | - Shane Pm Cross
- Brain and Mind Centre, the University of Sydney, Sydney, NSW
| | - Jacob Crouse
- Brain and Mind Centre, the University of Sydney, Sydney, NSW
| | | | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Birtinya, QLD
| | - Hannah Yee
- Brain and Mind Centre, the University of Sydney, Sydney, NSW
| | - Alissa Nichles
- Brain and Mind Centre, the University of Sydney, Sydney, NSW
| | | | - Adam Guastella
- Brain and Mind Centre, the University of Sydney, Sydney, NSW
| | | | - Ian B Hickie
- Brain and Mind Centre, the University of Sydney, Sydney, NSW
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Holmes G, Clacy A, Hermens DF, Lagopoulos J. Evaluating the Longitudinal Efficacy of SafeTALK Suicide Prevention Gatekeeper Training in a General Community Sample. Suicide Life Threat Behav 2021; 51:844-853. [PMID: 33594707 DOI: 10.1111/sltb.12741] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 11/03/2020] [Accepted: 12/18/2020] [Indexed: 10/22/2022]
Abstract
OBJECTIVE The majority of individuals experiencing depression or in crisis do not seek assistance through formal support pathways. Thus, the presence of informal "gatekeepers" in the community is vital to identifying and supporting these individuals through crisis. The objective of this study was to evaluate the longitudinal effectiveness of "SafeTALK" suicide prevention gatekeeper training in a general community sample. METHOD Two hundred and sixty-two community members participated in half-day (4-h) gatekeeper training sessions. Surveys were taken pre- and post-training and at 6-month follow-up to evaluate participants' knowledge, preparedness, and efficacy, as well as reluctance to intervene as a suicide prevention gatekeeper. RESULTS Longitudinal effects were revealed for three of four evaluated appraisals. Scores for knowledge, preparedness, and efficacy were significantly higher (improved) 6 months after training, compared to pre-test. While participants showed even greater immediate effects (i.e., pre-test to post-test), follow-up scores indicate that the positive effects of training were sustained over 6 months. CONCLUSIONS This study is the first to evaluate SafeTALK in a community population. SafeTALK was shown to be effective at improving knowledge, preparedness, and efficacy with effects declining over time but remaining significant from pre-test. Community suicide prevention programs can benefit from the inclusion of gatekeeper training programs.
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Affiliation(s)
- Glenn Holmes
- Sunshine Coast Mind and Neuroscience - Thompson Institute, University of the Sunshine Coast, Sippy Downs, Qld, Australia
| | - Amanda Clacy
- Sunshine Coast Mind and Neuroscience - Thompson Institute, University of the Sunshine Coast, Sippy Downs, Qld, Australia
| | - Daniel F Hermens
- Sunshine Coast Mind and Neuroscience - Thompson Institute, University of the Sunshine Coast, Sippy Downs, Qld, Australia
| | - Jim Lagopoulos
- Sunshine Coast Mind and Neuroscience - Thompson Institute, University of the Sunshine Coast, Sippy Downs, Qld, Australia
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Jamieson D, Kannis-Dymand L, Beaudequin DA, Schwenn P, Shan Z, McLoughlin LT, Lagopoulos J, Hermens DF. Can measures of sleep quality or white matter structural integrity predict level of worry or rumination in adolescents facing stressful situations? Lessons from the COVID-19 pandemic. J Adolesc 2021; 91:110-118. [PMID: 34371270 PMCID: PMC8450755 DOI: 10.1016/j.adolescence.2021.08.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 03/07/2021] [Accepted: 08/03/2021] [Indexed: 12/27/2022]
Abstract
INTRODUCTION COVID-19 has resulted in major life changes to the majority of the world population, particularly adolescents, with social-distancing measures such as home-based schooling likely to impact sleep quality. Increased worry is also likely considering the substantial financial, educational and health concerns accompanying COVID-19. White matter (WM) integrity has been shown to be associated with anxiety and depression symptoms, including worry, as well being closely associated with sleep quality. This study aimed to investigate the associations between pre-COVID sleep quality, WM structural integrity and levels of worry and rumination about COVID. METHODS N = 30 adolescent participants from Queensland, Australia, completed diffusion tensor imaging (DTI) scanning pre-COVID, the Pittsburgh Sleep Quality Index (PSQI) pre and during COVID, and 9 items designed to measure 3 constructs, perceived impact of COVID, general worry, and COVID-specific worry and rumination. RESULTS Sleep quality (PSQI total) was significantly poorer during COVID compared with pre-COVID. Sleep onset latency measured pre-COVID was significantly associated with COVID-specific worry and rumination. While the structural integrity of a number of WM tracts (measured pre-COVID) were found to be significantly associated with COVID-specific worry and rumination. Follow-up regression analysis using a model including pre-COVID sleep onset latency, structural integrity of the posterior limb of the internal capsule (PLIC), gender and change in PSQI explained a significant 47% of the variance in COVID-specific worry and rumination. CONCLUSIONS These findings suggest that adolescents with poor sleep quality and perturbed WM integrity may be at risk of heightened reactivity to future stressful events and interventions should focus on improving sleep onset latency.
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Affiliation(s)
- Daniel Jamieson
- Thompson Institute, University of the Sunshine Coast, QLD, Australia.
| | - Lee Kannis-Dymand
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
| | | | - Paul Schwenn
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
| | - Zack Shan
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
| | | | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
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Simcock G, Andersen T, McLoughlin LT, Beaudequin D, Parker M, Clacy A, Lagopoulos J, Hermens DF. Suicidality in 12-Year-Olds: The Interaction Between Social Connectedness and Mental Health. Child Psychiatry Hum Dev 2021; 52:619-627. [PMID: 32845408 DOI: 10.1007/s10578-020-01048-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Suicidal thoughts and behaviors (STB) are a leading cause of death in adolescence. To date, most research with youth has focused on risk factors for suicide; and less attention has been paid to resilience factors. This study examined whether positive beliefs and social connectedness moderate associations between mental health symptoms and STB. A community sample of 12-year-olds (N = 60) completed self-report questionnaires on their STB, mental health symptoms, positive beliefs and social connectedness. Nearly 20% of the adolescents reported STB. STB was associated with increased mental health symptoms and lower scores on the resilience measures. A significant moderating effect of social connectedness showed that youth with a combination of poor mental health and high levels of social support exhibited lower levels of STB. There was no significant moderating effect of positive beliefs. These results indicate that social support should be screened for in primary care and incorporated into youth suicide prevention programs.
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Affiliation(s)
- Gabrielle Simcock
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia.
| | - Thu Andersen
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Larisa T McLoughlin
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Denise Beaudequin
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Marcella Parker
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Amanda Clacy
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, 12 Innovation Parkway, Birtinya, QLD, 4575, Australia
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Nichles A, Zmicerevska N, Song YJC, Wilson C, McHugh C, Hamilton B, Crouse J, Rohleder C, Carpenter JS, Ho N, Hermens DF, Wray N, Scott J, Merikangas KR, Leweke FM, Koethe D, Iorfino F, Naismith SL, Guastella AJ, Scott EM, Hickie IB. Neurobiology Youth Follow-up Study: protocol to establish a longitudinal and prospective research database using multimodal assessments for current and past mental health treatment-seeking young people within an early intervention service. BMJ Open 2021; 11:e044731. [PMID: 34145010 PMCID: PMC8215251 DOI: 10.1136/bmjopen-2020-044731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
INTRODUCTION Approximately 75% of major mental illness occurs before the age of 25 years. Despite this, our capacity to provide effective, early and personalised interventions is limited by insufficient evidence for characterising early-stage, and less specific, presentations of major mental disorders in youth populations. This article describes the protocol for setting up a large-scale database that will collect longitudinal, prospective data that incorporate clinical, social and occupational function, neuropsychological, circadian, metabolic, family history and genetic metrics. By collecting data in a research-purposed, standardised manner, the 'Neurobiology Youth Follow-up Study' should improve identification, characterisation and profiling of youth attending mental healthcare, to better inform diagnosis and treatment at critical time points. The overall goal is enhanced long-term clinical and functional outcomes. METHODS AND ANALYSIS This longitudinal clinical cohort study will invite participation from youth (12-30 years) who seek help for mental health-related issues at an early intervention service (headspace Camperdown) and linked services. Participants will be prospectively tracked over 3 years with a series of standardised multimodal assessments at baseline, 6, 12, 24 and 36 months. Evaluations will include: (1) clinician-administered and self-report assessments determining clinical stage, pathophysiological pathways to illness, diagnosis, symptomatology, social and occupational function; (2) neuropsychological profile; (3) sleep-wake patterns and circadian rhythms; (4) metabolic markers and (5) genetics. These data will be used to: (1) model the impact of demographic, phenomenological and treatment variables, on clinical and functional outcomes; (2) map neurobiological profiles and changes onto a transdiagnostic clinical stage and pathophysiological mechanisms framework. ETHICS AND DISSEMINATION This study protocol has been approved by the Human Research Ethics Committee of the Sydney Local Health District (2020/ETH01272, protocol V.1.3, 14 October 2020). Research findings will be disseminated through peer-reviewed journals and presentations at scientific conferences and to user and advocacy groups. Participant data will be de-identified.
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Affiliation(s)
- Alissa Nichles
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Natalia Zmicerevska
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | | | - Chloe Wilson
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Catherine McHugh
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Blake Hamilton
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Jacob Crouse
- 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
| | | | - Nicholas Ho
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Maroochydore DC, Queensland, Australia
| | - Naomi Wray
- Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
- Queensland Brain Institute, University of Queensland, Brisbane, Queensland, Australia
| | - Jan Scott
- Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, UK
| | - Kathleen R Merikangas
- Genetic Epidemiology Research Branch, National Institute of Mental Health, Bethesda, Maryland, USA
| | - F Markus Leweke
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Dagmar Koethe
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Frank Iorfino
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Sharon L Naismith
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Adam J Guastella
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Elizabeth M Scott
- School of Medicine, The University of Notre Dame Sydney Campus, Darlinghurst, New South Wales, Australia
| | - Ian B Hickie
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
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Crouse JJ, Ho N, Scott J, Martin NG, Couvy-Duchesne B, Hermens DF, Parker R, Gillespie NA, Medland SE, Hickie IB. Days out of role and somatic, anxious-depressive, hypo-manic, and psychotic-like symptom dimensions in a community sample of young adults. Transl Psychiatry 2021; 11:285. [PMID: 33986245 PMCID: PMC8119948 DOI: 10.1038/s41398-021-01390-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 03/25/2021] [Accepted: 04/14/2021] [Indexed: 02/03/2023] Open
Abstract
Improving our understanding of the causes of functional impairment in young people is a major global challenge. Here, we investigated the relationships between self-reported days out of role and the total quantity and different patterns of self-reported somatic, anxious-depressive, psychotic-like, and hypomanic symptoms in a community-based cohort of young adults. We examined self-ratings of 23 symptoms ranging across the four dimensions and days out of role in >1900 young adult twins and non-twin siblings participating in the "19Up" wave of the Brisbane Longitudinal Twin Study. Adjusted prevalence ratios (APR) and 95% confidence intervals (95% CI) quantified associations between impairment and different symptom patterns. Three individual symptoms showed significant associations with days out of role, with the largest association for impaired concentration. When impairment was assessed according to each symptom dimension, there was a clear stepwise relationship between the total number of somatic symptoms and the likelihood of impairment, while individuals reporting ≥4 anxious-depressive symptoms or five hypomanic symptoms had greater likelihood of reporting days out of role. Furthermore, there was a stepwise relationship between the total number of undifferentiated symptoms and the likelihood of reporting days out of role. There was some suggestion of differences in the magnitude and significance of associations when the cohort was stratified according to sex, but not for age or twin status. Our findings reinforce the development of early intervention mental health frameworks and, if confirmed, support the need to consider interventions for subthreshold and/or undifferentiated syndromes for reducing disability among young people.
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Affiliation(s)
- Jacob J Crouse
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Sydney, Australia.
| | - Nicholas Ho
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Sydney, Australia
| | - Jan Scott
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Sydney, Australia
- Academic Psychiatry, Institute of Neuroscience, Newcastle University, Newcastle, UK
- Diderot University, Paris, France
- Norwegian University of Science and Technology, Trondheim, Norway
| | | | - Baptiste Couvy-Duchesne
- QIMR Berghofer Institute of Medical Research, Brisbane, Australia
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, Australia
- ARAMIS Laboratory, Paris Brain Institute, Paris, France
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Birtinya, Australia
| | - Richard Parker
- QIMR Berghofer Institute of Medical Research, Brisbane, Australia
| | - Nathan A Gillespie
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Virginia, USA
| | - Sarah E Medland
- QIMR Berghofer Institute of Medical Research, Brisbane, Australia
| | - Ian B Hickie
- Youth Mental Health & Technology Team, Brain and Mind Centre, University of Sydney, Sydney, Australia
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Abstract
The practice of educating individuals (known as 'gatekeepers' [GK]) at the informal social level with the knowledge, skills, and confidence to identify an at-risk individual and provide support has been shown as an effective suicide prevention method. Despite the efficacy of gatekeeper training (GKT) in the short-term, there are concerns over the long-term efficacy of these outcomes. The objective of this review was to identify the empirical GKT studies in the literature that included evaluations at pre, post, and follow-up. Additionally, this review aimed to evaluate the long-term effect of training on GK behavior. PubMed, Cochrane Library, and PsycNET databases were searched using the terms 'gatekeeper' and 'suicid*' present in the title and/or the abstract, with the terms 'follow-up', 'pre-post', or 'long-term' present in any text. Studies must have involved a suicide prevention program intervention provided to general members of the community. Knowledge and self-efficacy were shown to exhibit the strongest endurance of training effect, although some decay was present for knowledge over time (M follow-up delay 6.1 months). Gatekeeper attitude at follow-up (M follow-up delay 4.4 months) had returned to baseline levels in 57% (4/7) of the identified studies that evaluated this construct. Behavioral intention and behavior both indicate a weak training effect with poor translation of training into intervention behavior. Findings indicate the ideological and socio-cultural aspects of individual GKs should also be addressed to facilitate the improved potential for long-term attitudinal change. Future research directions are discussed.
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Sacks DD, Schwenn PE, McLoughlin LT, Lagopoulos J, Hermens DF. Phase-Amplitude Coupling, Mental Health and Cognition: Implications for Adolescence. Front Hum Neurosci 2021; 15:622313. [PMID: 33841115 PMCID: PMC8032979 DOI: 10.3389/fnhum.2021.622313] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 03/02/2021] [Indexed: 01/01/2023] Open
Abstract
Identifying biomarkers of developing mental disorder is crucial to improving early identification and treatment-a key strategy for reducing the burden of mental disorders. Cross-frequency coupling between two different frequencies of neural oscillations is one such promising measure, believed to reflect synchronization between local and global networks in the brain. Specifically, in adults phase-amplitude coupling (PAC) has been shown to be involved in a range of cognitive processes, including working and long-term memory, attention, language, and fluid intelligence. Evidence suggests that increased PAC mediates both temporary and lasting improvements in working memory elicited by transcranial direct-current stimulation and reductions in depressive symptoms after transcranial magnetic stimulation. Moreover, research has shown that abnormal patterns of PAC are associated with depression and schizophrenia in adults. PAC is believed to be closely related to cortico-cortico white matter (WM) microstructure, which is well established in the literature as a structural mechanism underlying mental health. Some cognitive findings have been replicated in adolescents and abnormal patterns of PAC have also been linked to ADHD in young people. However, currently most research has focused on cross-sectional adult samples. Whereas initial hypotheses suggested that PAC was a state-based measure due to an early focus on cognitive, task-based research, current evidence suggests that PAC has both state-based and stable components. Future longitudinal research focusing on PAC throughout adolescent development could further our understanding of the relationship between mental health and cognition and facilitate the development of new methods for the identification and treatment of youth mental health.
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Affiliation(s)
- Dashiell D Sacks
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, QLD, Australia
| | - Paul E Schwenn
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, QLD, Australia
| | - Larisa T McLoughlin
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, QLD, Australia
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, QLD, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, Sunshine Coast, QLD, Australia
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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: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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Iorfino F, Marangoni C, Cui L, Hermens DF, Hickie IB, Merikangas KR. Familial aggregation of anxiety disorder subtypes and anxious temperament in the NIMH Family Study of Affective Spectrum Disorders. J Affect Disord 2021; 281:751-758. [PMID: 33267979 DOI: 10.1016/j.jad.2020.11.070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 09/30/2020] [Accepted: 11/08/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND Evidence from family and twin studies suggests that mood and anxiety disorders, and related temperamental factors may share common etiologic factors. We examine the familial aggregation and coaggregation of anxiety disorder subtypes and anxiety-related temperamental traits, and their association with mood disorders. METHODS A total of 477 probands and 549 first-degree adult relatives from a large community based family study of affective spectrum disorders completed semi-structured diagnostic interviews and self-reported assessments of temperamental traits including: negative affectivity on the 'Positive and Negative Affect Schedule' (PANAS), neuroticism anxiety on the 'Zuckerman-Kuhlman Personality Questionnaire' (ZKPQ), and anxiety sensitivity on the 'Anxiety Sensitivity Index' (ASI). RESULTS The anxiety-related temperamental traits of negative affectivity, neuroticism anxiety and anxiety sensitivity had significant familial specificity, even after controlling for comorbid mood and anxiety disorders in probands and relatives. Yet, these traits in probands did not predict anxiety disorders in relatives. Although some anxiety subtypes were familial, there were no longer familial links between anxiety disorder subtypes (generalized anxiety disorder, social anxiety or panic disorder) after controlling for mood disorder subtypes in probands and relatives. LIMITATIONS Cross-sectional interviews were used to estimate disorders, and self-report measures were used for temperamental traits. CONCLUSIONS These results confirm previous research regarding familial overlap between anxiety subtypes and mood disorders, however their shared liability cannot be fully explained by anxiety-related temperamental traits. These findings suggest that anxiety-related temperamental traits may indicate a vulnerability for mood and anxiety disorders or a potential consequence of these conditions.
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Affiliation(s)
- Frank Iorfino
- Brain and Mind Centre, University of Sydney, Australia.
| | - Ciro Marangoni
- Genetic Epidemiology Research Branch, Intramural Research Program, National Institute of Mental Health, Bethesda, Maryland
| | - Lihong Cui
- Genetic Epidemiology Research Branch, Intramural Research Program, National Institute of Mental Health, Bethesda, Maryland
| | - Daniel F Hermens
- Brain and Mind Centre, University of Sydney, Australia; Sunshine Coast Mind and Neuroscience Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland, Australia
| | - Ian B Hickie
- Brain and Mind Centre, University of Sydney, Australia
| | - Kathleen Ries Merikangas
- Genetic Epidemiology Research Branch, Intramural Research Program, National Institute of Mental Health, Bethesda, Maryland
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Can AT, Hermens DF, Dutton M, Gallay CC, Jensen E, Jones M, Scherman J, Beaudequin DA, Yang C, Schwenn PE, Lagopoulos J. Low dose oral ketamine treatment in chronic suicidality: An open-label pilot study. Transl Psychiatry 2021; 11:101. [PMID: 33542187 PMCID: PMC7862447 DOI: 10.1038/s41398-021-01230-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 01/12/2021] [Accepted: 01/18/2021] [Indexed: 01/07/2023] Open
Abstract
Recently, low-dose ketamine has been proposed as a rapid-acting treatment option for suicidality. The majority of studies to date have utilised intravenous (IV) ketamine, however, this route of administration has limitations. On the other hand, oral ketamine can be administered in a range of settings, which is important in treating suicidality, although studies as to safety and feasibility are lacking. n = 32 adults (aged 22-72 years; 53% female) with chronic suicidal thoughts participated in the Oral Ketamine Trial on Suicidality (OKTOS), an open-label trial of sub-anaesthetic doses of oral ketamine over 6 weeks. Participants commenced with 0.5 mg/kg of ketamine, which was titrated to a maximum 3.0 mg/kg. Follow-up assessments occurred at 4 weeks after the final dose. The primary outcome measure was the Beck Scale for Suicide Ideation (BSS) and secondary measures included scales for suicidality and depressive symptoms, and measures of functioning and well-being. Mean BSS scores significantly reduced from a high level of suicidal ideation at the pre-ketamine (week 0) timepoint to below the clinical threshold at the post-ketamine (week 6) timepoint. The proportion of participants that achieved clinical improvement within the first 6 weeks was 69%, whereas 50% achieved a significant improvement by the follow-up (week 10) timepoint. Six weeks of oral ketamine treatment in participants with chronic suicidality led to significant reduction in suicidal ideation. The response observed in this study is consistent with IV ketamine trials, suggesting that oral administration is a feasible and tolerable alternative treatment for chronic suicidality.
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Affiliation(s)
- Adem T. Can
- grid.1034.60000 0001 1555 3415Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland Australia
| | - Daniel F. Hermens
- grid.1034.60000 0001 1555 3415Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland Australia
| | - Megan Dutton
- grid.1034.60000 0001 1555 3415Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland Australia
| | - Cyrana C. Gallay
- grid.1034.60000 0001 1555 3415Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland Australia
| | - Emma Jensen
- grid.1034.60000 0001 1555 3415Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland Australia
| | - Monique Jones
- grid.1034.60000 0001 1555 3415Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland Australia
| | - Jennifer Scherman
- grid.1034.60000 0001 1555 3415Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland Australia
| | - Denise A. Beaudequin
- grid.1034.60000 0001 1555 3415Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland Australia
| | - Cian Yang
- grid.1034.60000 0001 1555 3415Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland Australia
| | - Paul E. Schwenn
- grid.1034.60000 0001 1555 3415Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland Australia
| | - Jim Lagopoulos
- grid.1034.60000 0001 1555 3415Thompson Institute, University of the Sunshine Coast, Birtinya, Queensland Australia
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Park SH, Song YJC, Demetriou EA, Pepper KL, Hickie IB, Glozier N, Hermens DF, Scott EM, Guastella AJ. Distress, quality of life and disability in treatment-seeking young adults with social anxiety disorder. Early Interv Psychiatry 2021; 15:57-67. [PMID: 31950674 DOI: 10.1111/eip.12910] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Revised: 08/12/2019] [Accepted: 12/14/2019] [Indexed: 11/28/2022]
Abstract
AIM This study aimed to: (a) examine whether treatment-seeking young adults with social anxiety disorder (SAD) demonstrate similar degrees of distress, quality of life (QoL) and disability to those with other mental disorders; and (b) investigate the impact of comorbidity, specific comorbid conditions and antidepressants use on distress, QoL and disability in treatment-seeking young adults with SAD. METHODS A cohort of treatment-seeking young adults (aged 16-45) diagnosed with SAD (N = 298) or other mental health disorders (N = 842; including depression, N = 349; bipolar, N = 141; psychosis, N = 173) completed self-report assessments of distress, QoL and disability. RESULTS Young adults with SAD showed distress and disability of similar degree to those with most other mental disorders. Specifically, young adults with SAD reported significantly lower QoL than those with major depressive disorder or obsessive-compulsive disorder. Furthermore, young adults with SAD had the most difficulties in getting along with others and the second highest level of distress in comparison to other psychiatric groups. In comparison to antidepressants use, the presence of comorbidity showed a substantial negative influence on these health outcomes, particularly when presenting with comorbid depression or obsessive-compulsive disorder. CONCLUSIONS Findings highlight significant impairments in young adults seeking treatment for SAD and the important moderating influence of comorbidity. This emphasizes the urgent need for effective management and treatment for its presentation and comorbidities in mental health services targeting young adults.
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Affiliation(s)
- Shin Ho Park
- Autism and Anxiety Clinic, Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
| | - Yun Ju C Song
- Autism and Anxiety Clinic, Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
| | - Eleni A Demetriou
- Autism and Anxiety Clinic, Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
| | - Karen L Pepper
- Autism and Anxiety Clinic, Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
| | - Ian B Hickie
- Clinical Research Unit, Brain and Mind Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Nick Glozier
- Clinical Research Unit, Brain and Mind Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Daniel F Hermens
- Clinical Research Unit, Brain and Mind Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Elizabeth M Scott
- Clinical Research Unit, Brain and Mind Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Adam J Guastella
- Autism and Anxiety Clinic, Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
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50
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Sacks DD, Lagopoulos J, Hatton SN, Iorfino F, Carpenter JS, Crouse JJ, Naismith SL, Scott EM, Hickie IB, Hermens DF. White Matter Integrity According to the Stage of Mental Disorder in Youth. Psychiatry Res Neuroimaging 2021; 307:111218. [PMID: 33162289 DOI: 10.1016/j.pscychresns.2020.111218] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 07/31/2020] [Accepted: 10/30/2020] [Indexed: 10/23/2022]
Abstract
The present study investigated differences in white matter (WM) integrity between 96 young people with affective and/or psychotic symptoms classified at an early stage of mental disorder (i.e. 'attenuated syndrome'; stage 1b), 85 young people classified at a more advanced stage of mental disorder (i.e. 'discrete disorder'; stage 2), and 81 demographically matched healthy controls using diffusion tensor imaging. The relationship between WM integrity (indexed by fractional anisotropy; FA) across the tracts and neuropsychological functioning was also investigated. A significant reduction in FA was identified in those with more advanced disorder in the body of the corpus callosum. Clinical stage groups were associated with significant neuropsychological impairment, which was significantly greater in those with discrete disorders. Compared to those in the earlier stage of disorder, participants at the later clinical stage showed decreased FA in the body of the corpus callosum that was associated with worse performance in attentional set formation maintenance, shifting and flexibility. These results provide further support for clinical staging of mental disorder and highlight the potential for utilising neuroanatomical biomarkers to support the classification of stages of mental disorder in the future.
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Affiliation(s)
- Dashiell D Sacks
- Thompson Institute, University of the Sunshine Coast, QLD, Australia.
| | - Jim Lagopoulos
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
| | - Sean N Hatton
- Department of Neuroscience, University of California, San Diego, CA, USA
| | - Frank Iorfino
- Brain & Mind Centre, University of Sydney, NSW, Australia
| | | | - Jacob J Crouse
- Brain & Mind Centre, University of Sydney, NSW, Australia
| | | | | | - Ian B Hickie
- Brain & Mind Centre, University of Sydney, NSW, Australia
| | - Daniel F Hermens
- Thompson Institute, University of the Sunshine Coast, QLD, Australia
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