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Tremain H, Fletcher K, Meyer D, Murray G. Who benefits from digital interventions for bipolar disorder? Stage of illness characteristics as predictors of changes in quality of life. Bipolar Disord 2024; 26:684-695. [PMID: 39043620 DOI: 10.1111/bdi.13462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/25/2024]
Abstract
OBJECTIVES This study explored the potential role of stage-related variables in intervention outcomes in bipolar disorder (BD). Specifically, we aimed to identify which subgroups of individuals were most likely to experience improved quality of life following digitally delivered psychosocial interventions for BD. METHODS The study involved a secondary analysis of combined data from two randomised control trials (RCTs). Each trial assessed the effectiveness of digitally delivered interventions for improving quality of life, in late-stage (ORBIT RCT) or early-stage (BETTER RCT) BD. Three iterations of cluster analyses were performed, identifying subgroups of individuals based on (i) current phenomenology, (ii) course of illness and (iii) medication response. The resultant subgroups were compared with regard to changes in quality of life pre-post intervention, via repeated measures ANOVAs. RESULTS In each cluster analysis, two clusters were found. The current phenomenology clusters reflected two impairment levels, 'moderate impairment' and 'low impairment'. The course of illness clusters reflected 'more chronicity' and 'less chronicity' and the medication response clusters reflected 'good medication response' and 'poor medication response'. Differences in changes in quality of life over time were observed between the two current phenomenology clusters and between the medication response clusters, while the course of illness subgroups did not respond differently. CONCLUSIONS There are at least two distinct groups of treatment-seeking individuals with established BD, based on illness features with previously established links to different illness stages. Clusters within the current phenomenology and medication response domains demonstrated significantly different trajectories of QoL change over time in the context of our interventions, highlighting potential implications for treatment selection aligned with precision psychiatry.
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Affiliation(s)
- Hailey Tremain
- Centre for Mental Health and Brain Sciences, School of Health Sciences, Swinburne University, Melbourne, Victoria, Australia
| | - Kathryn Fletcher
- Centre for Mental Health and Brain Sciences, School of Health Sciences, Swinburne University, Melbourne, Victoria, Australia
| | - Denny Meyer
- Department of Health Science and Biostatistics, School of Health Sciences, Swinburne University, Melbourne, Victoria, Australia
| | - Greg Murray
- Centre for Mental Health and Brain Sciences, School of Health Sciences, Swinburne University, Melbourne, Victoria, Australia
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Jones SH, Fortier S, Lodge C, Creswell C, Lobban F, Morriss R, Palmier Claus J, Duffy A, Green B, Wells A, Cryle L. CoDesign of a digital intervention for parents with bipolar disorder informed by integrated knowledge translation principles. Bipolar Disord 2024; 26:717-732. [PMID: 39175137 DOI: 10.1111/bdi.13468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/24/2024]
Abstract
OBJECTIVES To provide detailed information on the codesign of a digital intervention to support parents with bipolar disorder (BD) who have young children. Each step of this process is reported, as well as a detailed description of the final version of the intervention in line with the TIDieR framework. METHODS Clinical experience and lived experience experts participated in online workshops, meetings, and remote feedback requests, informed by Integrated Knowledge Translation (IKT) principles. The IKT research group responded to each phase of recommendations from the knowledge users. RESULTS Five clinical experience experts and six lived experience experts engaged with the codesign process. Their recommendations for principles, content, look, and feel, and functionality of the digital intervention were structured over five iterative phases. This led to a final implemented design that was identified by the clinical and lived experience experts (referred to together as the knowledge users group) as genuinely reflecting their input. CONCLUSIONS The IKT principles offer an accessible structure for engaging with clinical and lived experience experts throughout a codesign process, in this case for a digital intervention for parents with BD. The resulting intervention is described in detail for transparency to aid further evaluation and development and to help other teams planning codesign approaches to intervention development.
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Affiliation(s)
- Steven H Jones
- Spectrum Centre for Mental Health Research, Division of Health Research, Faculty of Health and Medicine, Lancaster University, Lancaster, UK
| | - Stephanie Fortier
- Spectrum Centre for Mental Health Research, Division of Health Research, Faculty of Health and Medicine, Lancaster University, Lancaster, UK
| | - Christopher Lodge
- Spectrum Centre for Mental Health Research, Division of Health Research, Faculty of Health and Medicine, Lancaster University, Lancaster, UK
| | - Cathy Creswell
- Experimental Psychology, University of Oxford, Oxford, UK
| | - Fiona Lobban
- Spectrum Centre for Mental Health Research, Division of Health Research, Faculty of Health and Medicine, Lancaster University, Lancaster, UK
| | - Richard Morriss
- Faculty of Medicine and Health Sciences, University of Nottingham, Nottingham, UK
| | - Jasper Palmier Claus
- Spectrum Centre for Mental Health Research, Division of Health Research, Faculty of Health and Medicine, Lancaster University, Lancaster, UK
| | - Anne Duffy
- Department of Psychiatry, Queens University, Kingston, Ontario, Canada
| | - Brian Green
- IT Partnering and Innovation team, Lancaster University, Lancaster, UK
| | - Abigail Wells
- IT Partnering and Innovation team, Lancaster University, Lancaster, UK
| | - Lucy Cryle
- Spectrum Centre for Mental Health Research, Division of Health Research, Faculty of Health and Medicine, Lancaster University, Lancaster, UK
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Biskupiak Z, Ha VV, Rohaj A, Bulaj G. Digital Therapeutics for Improving Effectiveness of Pharmaceutical Drugs and Biological Products: Preclinical and Clinical Studies Supporting Development of Drug + Digital Combination Therapies for Chronic Diseases. J Clin Med 2024; 13:403. [PMID: 38256537 PMCID: PMC10816409 DOI: 10.3390/jcm13020403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 01/08/2024] [Accepted: 01/09/2024] [Indexed: 01/24/2024] Open
Abstract
Limitations of pharmaceutical drugs and biologics for chronic diseases (e.g., medication non-adherence, adverse effects, toxicity, or inadequate efficacy) can be mitigated by mobile medical apps, known as digital therapeutics (DTx). Authorization of adjunct DTx by the US Food and Drug Administration and draft guidelines on "prescription drug use-related software" illustrate opportunities to create drug + digital combination therapies, ultimately leading towards drug-device combination products (DTx has a status of medical devices). Digital interventions (mobile, web-based, virtual reality, and video game applications) demonstrate clinically meaningful benefits for people living with Alzheimer's disease, dementia, rheumatoid arthritis, cancer, chronic pain, epilepsy, depression, and anxiety. In the respective animal disease models, preclinical studies on environmental enrichment and other non-pharmacological modalities (physical activity, social interactions, learning, and music) as surrogates for DTx "active ingredients" also show improved outcomes. In this narrative review, we discuss how drug + digital combination therapies can impact translational research, drug discovery and development, generic drug repurposing, and gene therapies. Market-driven incentives to create drug-device combination products are illustrated by Humira® (adalimumab) facing a "patent-cliff" competition with cheaper and more effective biosimilars seamlessly integrated with DTx. In conclusion, pharma and biotech companies, patients, and healthcare professionals will benefit from accelerating integration of digital interventions with pharmacotherapies.
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Affiliation(s)
- Zack Biskupiak
- Department of Medicinal Chemistry, College of Pharmacy, University of Utah, Salt Lake City, UT 84112, USA
| | - Victor Vinh Ha
- Department of Medicinal Chemistry, College of Pharmacy, University of Utah, Salt Lake City, UT 84112, USA
| | - Aarushi Rohaj
- Department of Medicinal Chemistry, College of Pharmacy, University of Utah, Salt Lake City, UT 84112, USA
- The Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT 84113, USA
| | - Grzegorz Bulaj
- Department of Medicinal Chemistry, College of Pharmacy, University of Utah, Salt Lake City, UT 84112, USA
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Towards tailored psychosocial intervention for BD-II: Lived experience perspectives on current and future management options. J Affect Disord 2021; 289:110-116. [PMID: 33975089 DOI: 10.1016/j.jad.2021.04.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 03/29/2021] [Accepted: 04/16/2021] [Indexed: 11/21/2022]
Abstract
BACKGROUND Despite its significant morbidity and mortality, very little is known about how those with lived experience of bipolar II disorder (BD-II) manage their condition. This study sought to understand unmet needs in currently available psychosocial treatments, explore self-management strategies (SMS) that individuals with BD-II currently use, and determine the potential role of digital mental health interventions in this space. METHODS Individuals (aged 18-65) confirming they had received a diagnosis of BD-II from a mental health professional were invited to complete an online survey about treatments trialled, coping strategies used to manage their condition and perspectives on the role of digital mental interventions. RESULTS Ninety individuals commencing the survey confirmed a diagnosis of BD-II; of these, n = 35 were screened out based on self-reported hospitalisation for mania and/or experiencing a manic episode. A final sample of n = 55 was subsequently analysed. From the perspective of those with BD-II, current psychosocial treatments fall short in terms of meeting their specific needs. Tailored psychosocial interventions delivered by clinicians with BD-II expertise are sought after, however accessibility and cost are ongoing barriers. Participants were open to digital self-management interventions however uptake was limited. In terms of self-management, actively seeking external help was perceived as most helpful for stopping progression in depression, while self-care strategies were prioritised for hypomania. LIMITATIONS The study had several limitations: (1) BD-II diagnoses were not formally verified via standardised diagnostic interview, (2) Borderline personality disorder and comorbid substance abuse disorders were not assessed; (3) the influence of current mood state on participant responses was not assessed, (4) females were over-represented, limiting generalisation of findings to males with BD-II. CONCLUSIONS Study findings highlight the need for tailored interventions paying specific attention to nuanced features of BD-II, and the potential role of digital mental health interventions for this underserved group.
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Schlage J, Perich T. Mental health mobile application usage in young adults with a family history of mental illness. AUSTRALIAN PSYCHOLOGIST 2021. [DOI: 10.1111/ap.12474] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Jasmin Schlage
- Clinical and Health Psychology Research Initiative (CaHPRI), School of Psychology, Western Sydney University, Sydney, NSW, Australia,
| | - Tania Perich
- Clinical and Health Psychology Research Initiative (CaHPRI), School of Psychology, Western Sydney University, Sydney, NSW, Australia,
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Malhi GS, Bell E, Bassett D, Boyce P, Bryant R, Hazell P, Hopwood M, Lyndon B, Mulder R, Porter R, Singh AB, Murray G. The 2020 Royal Australian and New Zealand College of Psychiatrists clinical practice guidelines for mood disorders. Aust N Z J Psychiatry 2021; 55:7-117. [PMID: 33353391 DOI: 10.1177/0004867420979353] [Citation(s) in RCA: 264] [Impact Index Per Article: 88.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
OBJECTIVES To provide advice and guidance regarding the management of mood disorders, derived from scientific evidence and supplemented by expert clinical consensus to formulate s that maximise clinical utility. METHODS Articles and information sourced from search engines including PubMed, EMBASE, MEDLINE, PsycINFO and Google Scholar were supplemented by literature known to the mood disorders committee (e.g. books, book chapters and government reports) and from published depression and bipolar disorder guidelines. Relevant information was appraised and discussed in detail by members of the mood disorders committee, with a view to formulating and developing consensus-based recommendations and clinical guidance. The guidelines were subjected to rigorous consultation and external review involving: expert and clinical advisors, key stakeholders, professional bodies and specialist groups with interest in mood disorders. RESULTS The Royal Australian and New Zealand College of Psychiatrists mood disorders clinical practice guidelines 2020 (MDcpg2020) provide up-to-date guidance regarding the management of mood disorders that is informed by evidence and clinical experience. The guideline is intended for clinical use by psychiatrists, psychologists, primary care physicians and others with an interest in mental health care. CONCLUSION The MDcpg2020 builds on the previous 2015 guidelines and maintains its joint focus on both depressive and bipolar disorders. It provides up-to-date recommendations and guidance within an evidence-based framework, supplemented by expert clinical consensus. MOOD DISORDERS COMMITTEE Gin S Malhi (Chair), Erica Bell, Darryl Bassett, Philip Boyce, Richard Bryant, Philip Hazell, Malcolm Hopwood, Bill Lyndon, Roger Mulder, Richard Porter, Ajeet B Singh and Greg Murray.
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Affiliation(s)
- Gin S Malhi
- The University of Sydney, Faculty of Medicine and Health, Northern Clinical School, Department of Psychiatry, Sydney, NSW, Australia.,Academic Department of Psychiatry, Royal North Shore Hospital, Northern Sydney Local Health District, St Leonards, NSW, Australia.,CADE Clinic, Royal North Shore Hospital, Northern Sydney Local Health District, St Leonards, NSW, Australia
| | - Erica Bell
- The University of Sydney, Faculty of Medicine and Health, Northern Clinical School, Department of Psychiatry, Sydney, NSW, Australia.,Academic Department of Psychiatry, Royal North Shore Hospital, Northern Sydney Local Health District, St Leonards, NSW, Australia.,CADE Clinic, Royal North Shore Hospital, Northern Sydney Local Health District, St Leonards, NSW, Australia
| | | | - Philip Boyce
- Department of Psychiatry, Westmead Hospital and the Westmead Clinical School, Wentworthville, NSW, Australia.,Discipline of Psychiatry, Sydney Medical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
| | - Richard Bryant
- School of Psychology, University of New South Wales, Sydney, NSW, Australia
| | - Philip Hazell
- Discipline of Psychiatry, Sydney Medical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
| | - Malcolm Hopwood
- Department of Psychiatry, University of Melbourne and Professorial Psychiatry Unit, Albert Road Clinic, Melbourne, VIC, Australia
| | - Bill Lyndon
- The University of Sydney, Faculty of Medicine and Health, Northern Clinical School, Department of Psychiatry, Sydney, NSW, Australia
| | - Roger Mulder
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand
| | - Richard Porter
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand
| | - Ajeet B Singh
- The Geelong Clinic Healthscope, IMPACT - Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Deakin University, Geelong, VIC, Australia
| | - Greg Murray
- Centre for Mental Health, Swinburne University of Technology, Hawthorn, VIC, Australia
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Enrique A, Duffy D, Lawler K, Richards D, Jones S. An internet-delivered self-management programme for bipolar disorder in mental health services in Ireland: Results and learnings from a feasibility trial. Clin Psychol Psychother 2020; 27:925-939. [PMID: 32445611 PMCID: PMC7754375 DOI: 10.1002/cpp.2480] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 05/11/2020] [Accepted: 05/22/2020] [Indexed: 01/03/2023]
Abstract
Bipolar disorder (BD) is a chronic condition that requires continued care. Psychological interventions are recommended by clinical guidelines but there are treatment barriers that prevent patients to access these services. Internet-delivered self-management interventions are promising alternatives to improve treatment accessibility in patients with BD. Several studies indicate that these interventions are acceptable and beneficial for patients with BD, but no studies have been conducted in routine care settings. This trial aimed to examine the feasibility, acceptability, and preliminary efficacy of implementing an internet-delivered, clinician-supported intervention for BD as an adjunct to treatment as usual at two secondary-care services in Ireland. This study used an uncontrolled design with mixed-methods evaluation. Feasibility and acceptability were assessed in terms of recruitment, use of the intervention, and satisfaction from both clinicians and patients' perspectives. Personal recovery, quality of life, and severity of symptoms were measured at baseline and post-intervention. Fifteen patients signed consent and used the programme for 10 weeks. Usage of the intervention was adequate with high frequency of tool usage. There was a significant improvement in patients' sense of personal recovery (z = 2.38, p = .017). The intervention was found acceptable and easy-to-use; however, implementation barriers will need to be overcome for scaling the intervention. This is the first study testing the feasibility of a digital intervention for patients with BD in public mental health services in Ireland. More research is needed in order to increase the understanding of how to promote the integration and the uptake of digital interventions for individuals with BD.
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Affiliation(s)
- Angel Enrique
- E-mental Health Research Group, School of Psychology, University of Dublin, Trinity College, Dublin, Ireland.,Clinical Research & Innovation, SilverCloud Health, Dublin, Ireland
| | - Daniel Duffy
- E-mental Health Research Group, School of Psychology, University of Dublin, Trinity College, Dublin, Ireland.,Clinical Research & Innovation, SilverCloud Health, Dublin, Ireland
| | - Kate Lawler
- E-mental Health Research Group, School of Psychology, University of Dublin, Trinity College, Dublin, Ireland.,Clinical Research & Innovation, SilverCloud Health, Dublin, Ireland
| | - Derek Richards
- E-mental Health Research Group, School of Psychology, University of Dublin, Trinity College, Dublin, Ireland.,Clinical Research & Innovation, SilverCloud Health, Dublin, Ireland
| | - Steven Jones
- Spectrum Centre for Mental Health Research, University of Lancaster, Lancaster, UK
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Morton E, Murray G. Assessment and treatment of sleep problems in bipolar disorder—A guide for psychologists and clinically focused review. Clin Psychol Psychother 2020; 27:364-377. [DOI: 10.1002/cpp.2433] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Revised: 01/21/2020] [Accepted: 02/04/2020] [Indexed: 12/21/2022]
Affiliation(s)
- Emma Morton
- Department of Psychiatry, Faculty of MedicineUniversity of British Columbia Vancouver British Columbia Canada
- Centre for Mental Health, Faculty of Health, Arts and DesignSwinburne University of Technology Melbourne Victoria Australia
| | - Greg Murray
- Centre for Mental Health, Faculty of Health, Arts and DesignSwinburne University of Technology Melbourne Victoria Australia
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