1
|
Liu J, Wang Y, Mu W, Liu Y, Tong R, Lu Z, Yuan H, Jia F, Zhang X, Li Z, Yang W, Du X, Zhang X. Association between triglyceride glucose index (TyG) and psychotic symptoms in patients with first-episode drug-naïve major depressive disorder. Front Psychiatry 2024; 15:1342933. [PMID: 38463431 PMCID: PMC10920251 DOI: 10.3389/fpsyt.2024.1342933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 02/13/2024] [Indexed: 03/12/2024] Open
Abstract
Objective Major depressive disorder (MDD) sufferers frequently have psychotic symptoms, yet the underlying triggers remain elusive. Prior research suggests a link between insulin resistance (IR) and increased occurrence of psychotic symptoms. Hence, this study sought to investigate the potential association between psychotic symptoms in Chinese patients experiencing their first-episode drug-naïve (FEDN) MDD and the triglyceride glucose (TyG) index, an alternative measure of insulin resistance (IR). Methods Between September 2016 and December 2018, 1,718 FEDN MDD patients with an average age of 34.9 ± 12.4 years were recruited for this cross-sectional study at the First Hospital of Shanxi Medical University in China. The study collected clinical and demographic data and included assessments of anxiety, depression, and psychotic symptoms using the 14-item Hamilton Anxiety Rating Scale (HAMA), the 17-item Hamilton Depression Rating Scale (HAMD-17), and the positive subscales of the Positive and Negative Syndrome Scale (PANSS), respectively. Measurements of metabolic parameters, fasting blood glucose (FBG), and thyroid hormones were also gathered. To assess the correlation between the TyG index and the likelihood of psychotic symptoms, the study used multivariable binary logistic regression analysis. Additionally, two-segmented linear regression models were employed to investigate possible threshold effects in case non-linearity relationships were identified. Results Among the patients, 9.95% (171 out of 1,718) exhibited psychotic symptoms. Multivariable logistic regression analysis showed a positive correlation between the TyG index and the likelihood of psychotic symptoms (OR = 2.12, 95% CI: 1.21-3.74, P = 0.01) after adjusting for confounding variables. Moreover, smoothed plots revealed a nonlinear relationship with the TyG index, revealing an inflection point at 8.42. Interestingly, no significant link was observed to the left of the inflection point (OR = 0.50, 95% CI: 0.04-6.64, P = 0.60), whereas beyond this point, a positive correlation emerged between the TyG index and psychotic symptoms (OR = 2.42, 95% CI: 1.31-4.48, P = 0.01). Particularly, a considerable 142% rise in the probability of experiencing psychotic symptoms was found with each incremental elevation in the TyG index. Conclusions Understanding the non-linear link between the TyG index and the risk of psychotic symptoms in Chinese patients with FEDN MDD highlights the potential for targeted therapeutic approaches. By acknowledging the threshold effect observed, there is an opportunity to mitigate risk factors associated with IR-related psychiatric comorbidities through tailored interventions. These preliminary results stress the need for further longitudinal research to solidify these insights and contribute to more effective therapeutic strategies.
Collapse
Affiliation(s)
- Junjun Liu
- Soochow University, Suzhou, China
- Nanjing Meishan Hospital, Nanjing, China
- Suzhou Guangji Hospital, The Affiliated Guangji Hospital of Soochow University, Suzhou, China
| | | | - Wei Mu
- School of Ethnology and Sociology, Yunnan University, Kunming, China
| | - Yang Liu
- Nanjing Meishan Hospital, Nanjing, China
| | | | - Zhaomin Lu
- Nanjing Meishan Hospital, Nanjing, China
| | | | - Fengnan Jia
- Suzhou Guangji Hospital, The Affiliated Guangji Hospital of Soochow University, Suzhou, China
| | - Xiaobin Zhang
- Suzhou Guangji Hospital, The Affiliated Guangji Hospital of Soochow University, Suzhou, China
| | - Zhe Li
- Suzhou Guangji Hospital, The Affiliated Guangji Hospital of Soochow University, Suzhou, China
| | - Wanqiu Yang
- School of Ethnology and Sociology, Yunnan University, Kunming, China
| | - Xiangdong Du
- Soochow University, Suzhou, China
- Suzhou Guangji Hospital, The Affiliated Guangji Hospital of Soochow University, Suzhou, China
| | - Xiangyang Zhang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
| |
Collapse
|
2
|
Pappa S, Shah M, Young S, Anwar T, Ming T. Care pathways, prescribing practices and treatment outcomes in major depressive disorder and treatment-resistant depression: retrospective, population-based cohort study. BJPsych Open 2024; 10:e32. [PMID: 38240079 PMCID: PMC10897686 DOI: 10.1192/bjo.2023.627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 09/28/2023] [Accepted: 11/17/2023] [Indexed: 03/01/2024] Open
Abstract
BACKGROUND Despite the availability of effective therapies, many patients with major depressive disorder (MDD) develop treatment-resistant depression (TRD). AIMS To evaluate and compare prescribing patterns, contact with specialist services and treatment outcomes in patients with MDD and TRD. METHOD This was a retrospective analysis of linked primary and secondary care National Health Service data in the north-west London Discover-NOW data-set. Eligible patients were adults who had diagnostic codes for depression and had been prescribed at least one antidepressant between 2015 and 2020. RESULTS A total of 110 406 patients were included, comprising 101 333 (92%) with MDD and 9073 (8%) with TRD. Patients with TRD had significantly higher risks of suicidal behaviour and comorbidities such as anxiety, asthma, and alcohol or substance misuse (all P < 0.0001). Citalopram, sertraline, fluoxetine and mirtazapine accounted for 83% of MDD and 71% of TRD prescriptions. Use of antidepressant switching (1% MDD, 7% TRD) and combination therapy (1%, 5%) was rare, whereas augmentation occurred more frequently in the TRD group (4%, 35%). Remission was recorded in 42 348 (42%) patients with MDD and 1188 (13%) with TRD (P < 0.0001), whereas relapse was seen in 20 970 (21%) and 4923 (54%), respectively (P < 0.0001). Mean times from diagnosis to first contact with mental health services were 38.9 (s.d. 33.6) months for MDD and 41.5 (s.d. 32.0) months for TRD (P < 0.0001). CONCLUSIONS There appears to be a considerable difference between treatment guidelines for depression and TRD and the reality of clinical practice. Long-term treatment with single antidepressants, poor remission, and high relapse rates among patients in primary care highlight the need to optimise treatment pathways and access to newer therapies.
Collapse
Affiliation(s)
- Sofia Pappa
- Department of Brain Sciences, Faculty of Medicine, Imperial College, London, UK; and West London NHS Trust, London, UK
| | | | | | | | | |
Collapse
|
3
|
Seymour J, Mathers N. Placebo stimulates neuroplasticity in depression: implications for clinical practice and research. Front Psychiatry 2024; 14:1301143. [PMID: 38268561 PMCID: PMC10806142 DOI: 10.3389/fpsyt.2023.1301143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 12/26/2023] [Indexed: 01/26/2024] Open
Abstract
Neither psychological nor neuroscientific investigations have been able to fully explain the paradox that placebo is designed to be inert in randomized controlled trials (RCTs), yet appears to be effective in evaluations of clinical interventions in all fields of medicine and alternative medicine. This article develops the Neuroplasticity Placebo Theory, which posits that neuroplasticity in fronto-limbic areas is the unifying factor in placebo response (seen in RCTs) and placebo effect (seen in clinical interventions) where it is not intended to be inert. Depression is the disorder that has the highest placebo response of any medical condition and has the greatest potential for understanding how placebos work: recent developments in understanding of the pathophysiology of depression suggest that fronto-limbic areas are sensitized in depression which is associated with a particularly strong placebo phenomenon. An innovative linkage is made between diverse areas of the psychology and the translational psychiatry literature to provide supportive evidence for the Neuroplasticity Placebo Theory. This is underpinned by neuro-radiological evidence of fronto-limbic change in the placebo arm of antidepressant trials. If placebo stimulates neuroplasticity in fronto-limbic areas in conditions other than depression - and results in a partially active treatment in other areas of medicine - there are far reaching consequences for the day-to-day use of placebo in clinical practice, the future design of RCTs in all clinical conditions, and existing unwarranted assertions about the efficacy of antidepressant medications. If fronto-limbic neuroplasticity is the common denominator in designating placebo as a partially active treatment, the terms placebo effect and placebo response should be replaced by the single term "placebo treatment."
Collapse
Affiliation(s)
- Jeremy Seymour
- Retired Consultant Psychiatrist, Rotherham Doncaster and South Humber NHS Trust, Rotherham, United Kingdom
| | - Nigel Mathers
- Emeritus Professor, Clinical Medicine, School of Medicine and Population Health, University of Sheffield, Sheffield, United Kingdom
| |
Collapse
|
4
|
PET imaging of animal models with depressive-like phenotypes. Eur J Nucl Med Mol Imaging 2023; 50:1564-1584. [PMID: 36642759 PMCID: PMC10119194 DOI: 10.1007/s00259-022-06073-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 12/03/2022] [Indexed: 01/17/2023]
Abstract
Major depressive disorder is a growing and poorly understood pathology. Due to technical and ethical limitations, a significant proportion of the research on depressive disorders cannot be performed on patients, but needs to be investigated in animal paradigms. Over the years, animal studies have provided new insight in the mechanisms underlying depression. Several of these studies have used PET imaging for the non-invasive and longitudinal investigation of the brain physiology. This review summarises the findings of preclinical PET imaging in different experimental paradigms of depression and compares these findings with observations from human studies. Preclinical PET studies in animal models of depression can be divided into three main different approaches: (a) investigation of glucose metabolism as a biomarker for regional and network involvement, (b) evaluation of the availability of different neuroreceptor populations associated with depressive phenotypes, and (c) monitoring of the inflammatory response in phenotypes of depression. This review also assesses the relevance of the use of PET imaging techniques in animal paradigms for the understanding of specific aspects of the depressive-like phenotypes, in particular whether it might contribute to achieve a more detailed characterisation of the clinical depressive phenotypes for the development of new therapies for depression.
Collapse
|
5
|
Croatto G, Vancampfort D, Miola A, Olivola M, Fiedorowicz JG, Firth J, Alexinschi O, Gaina MA, Makkai V, Soares FC, Cavaliere L, Vianello G, Stubbs B, Fusar-Poli P, Carvalho AF, Vieta E, Cortese S, Shin JI, Correll CU, Solmi M. The impact of pharmacological and non-pharmacological interventions on physical health outcomes in people with mood disorders across the lifespan: An umbrella review of the evidence from randomised controlled trials. Mol Psychiatry 2023; 28:369-390. [PMID: 36138129 PMCID: PMC9493151 DOI: 10.1038/s41380-022-01770-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 08/17/2022] [Accepted: 08/26/2022] [Indexed: 01/11/2023]
Abstract
OBJECTIVE People with mood disorders have increased risk of comorbid medical diseases versus the general population. It is paramount to identify interventions to improve physical health in this population. METHODS Umbrella review of meta-analyses of randomised controlled trials (RCTs) on pharmacological/non-pharmacological interventions for physical health outcomes/intolerability-related discontinuation in mood disorders (any age). RESULTS Ninety-seven meta-analyses were included. Among youths, against placebo, in depression, antidepressants/antipsychotics had higher discontinuation rates; in bipolar depression, olanzapine+fluoxetine worsened total cholesterol (TC)/triglycerides/weight gain (WG) (large ES). In adults with bipolar disorder, olanzapine worsened HbA1c/TC/WG (moderate/large ES); asenapine increased fasting glucose (small ES); quetiapine/cariprazine/risperidone induced WG (small/moderate ES). In bipolar depression, lurasidone was metabolically neutral. In depression, psychological interventions improved physical health-related quality of life (PHQoL) (small ES), fasting glucose/HbA1c (medium/large ES); SSRIs improved fasting glucose/HbA1c, readmission for coronary disease, pain (small ES); quetiapine/aripiprazole/olanzapine induced WG (small to large ES). Exercise improved cardiorespiratory fitness (moderate ES). In the elderly, fluoxetine yielded more detrimental cardiovascular effects than sertraline/escitalopram (large ES); antidepressants were neutral on exercise tolerance and PHQoL. In mixed age groups, in bipolar disorder aripiprazole was metabolically neutral; in depression, SSRIs lowered blood pressure versus placebo and serotonin-noradrenaline reuptake inhibitors (small ES); brexpiprazole augmentation caused WG and was less tolerated (small ES); exercise improved PHQoL (moderate ES). CONCLUSIONS Some interventions (psychological therapies, exercise and SSRIs) improve certain physical health outcomes in mood disorders, few are neutral, but various pharmacological interventions are associated with negative effects. Evidence from this umbrella review has limitations, should consider evidence from other disorders and should be integrated with recent evidence from individual RCTs, and observational evidence. Effective treatments with either beneficial or physically neutral profiles should be prioritized.
Collapse
Affiliation(s)
| | - Davy Vancampfort
- Department of Rehabilitation Sciences, KU Leuven University, Leuven, Belgium
- University Psychiatric Center, KU Leuven, Kortenberg, Belgium
| | - Alessandro Miola
- Department of Neurosciences, University of Padova, Padova, Italy
| | - Miriam Olivola
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Jess G Fiedorowicz
- Department of Psychiatry, School of Epidemiology and Public Health, Brain and Mind Research Institute, University of Ottawa, Ottawa, Canada
- The Ottawa Hospital, Ottawa, Canada
- Ottawa Hospital Research Institute, Ottawa, Canada
| | - Joseph Firth
- Division of Psychology and Mental Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, M13 9PL, UK
- NICM Health Research Institute, Western Sydney University, Westmead, Australia
| | | | - Marcel A Gaina
- Institute of Psychiatry "Socola", Iasi, Romania
- Psychiatry, Department of Medicine III, Faculty of Medicine, "Grigore T. Popa" University of Medicine and Pharmacy of Iasi, Iasi, Romania
| | | | | | | | | | - Brendon Stubbs
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Physiotherapy Department, South London and Maudsley NHS Foundation Trust, London, UK
| | - Paolo Fusar-Poli
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- Department of Psychosis Studies, King's College London, London, UK
| | - Andre F Carvalho
- IMPACT (Innovation in Mental and Physical Health and Clinical Treatment) Strategic Research Centre, School of Medicine, Barwon Health, Deakin University, Geelong, VIC, Australia
| | - Eduard Vieta
- Bipolar and Depressive Disorders Unit, Hospital Clinic, Institute of Neuroscience, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain
| | - Samuele Cortese
- School of Psychology, Faculty of Environmental and Life Sciences, University of Southampton, Southampton, UK
- Centre for Innovation in Mental Health, School of Psychology, University of Southampton, Southampton, UK
- Clinical and Experimental Sciences (CNS and Psychiatry), Faculty of Medicine, University of Southampton, Southampton, UK
- Solent NHS Trust, Southampton, UK
- Hassenfeld Children's Hospital at NYU Langone, New York University Child Study Center, New York City, NY, USA
- Division of Psychiatry and Applied Psychology, School of Medicine, University of Nottingham, Nottingham, UK
| | - Jae Il Shin
- Department of Paediatrics, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Christoph U Correll
- Department of Psychiatry, Zucker Hillside Hospital, Northwell Health, Glen Oaks, NY, USA
- Department of Psychiatry and Molecular Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
- Department of Child and Adolescent Psychiatry, Charité Universitätsmedizin, Berlin, Germany
| | - Marco Solmi
- The Ottawa Hospital, Ottawa, Canada.
- Ottawa Hospital Research Institute, Ottawa, Canada.
- Department of Psychosis Studies, King's College London, London, UK.
- Centre for Innovation in Mental Health, School of Psychology, University of Southampton, Southampton, UK.
- Department of Child and Adolescent Psychiatry, Charité Universitätsmedizin, Berlin, Germany.
- Department of Psychiatry, University of Ottawa, Ontario, Canada.
| |
Collapse
|
6
|
Zemplényi A, Józwiak-Hagymásy J, Kovács S, Erdősi D, Boncz I, Tényi T, Osváth P, Voros V. Repetitive transcranial magnetic stimulation may be a cost-effective alternative to antidepressant therapy after two treatment failures in patients with major depressive disorder. BMC Psychiatry 2022; 22:437. [PMID: 35764989 PMCID: PMC9238085 DOI: 10.1186/s12888-022-04078-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 06/20/2022] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND The cost-effectiveness of treatment strategies for patients with Major Depressive Disorder (MDD) who have not responded to two adequate treatments with antidepressants (TRD) are still unclear. The aim of this analysis was to evaluate the cost-effectiveness of add-on repetitive Transcranial Magnetic Stimulation (rTMS) compared with standard treatment. METHODS A Markov-model simulated clinical events over one year from the perspective of healthcare payer. Third- and fourth-line treatment pathways (augmentation, antidepressant switch or combination, and Electro-Convulsive Therapy (ECT)) were defined based on medical practice guidelines. Transition probabilities were derived from a recent meta-analysis and scientific publications. Resource utilization and cost estimates were based on the patient-level database of a large university hospital. RESULTS Incremental Quality-Adjusted Life Years (QALYs) and costs were 0.053 and 785 €, respectively, corresponding to an Incremental Cost-Effectiveness Ratio (ICER) of 14,670 € per QALY. The difference in cost between standard treatment and rTMS is explained by the rTMS sessions used in acute (€660) and maintenance (€57/month) treatments, partly offset by lower hospital costs due to higher remission rates in the rTMS arm. Key parameters driving the ICER were incremental utility of remission, unit cost of rTMS treatment and remission rate. At a threshold of €22,243 add-on rTMS is a cost-effective alternative to pharmacotherapy. Evidence on long-term effectiveness is not yet available, so results are estimated for a one-year period. CONCLUSION Not only does rTMS treatment have beneficial clinical effects compared with drug therapy in TRD, but it also appears to offer good value-for-money, especially in centres with larger numbers of patients where unit costs can be kept low.
Collapse
Affiliation(s)
- Antal Zemplényi
- Centre for Health Technology Assessment and Pharmacoeconomic Research, Faculty of Pharmacy, University of Pécs, Rákóczi street 2, Pécs, H-7623, Hungary.
| | - Judit Józwiak-Hagymásy
- grid.9679.10000 0001 0663 9479Centre for Health Technology Assessment and Pharmacoeconomic Research, Faculty of Pharmacy, University of Pécs, Rákóczi street 2, Pécs, H-7623 Hungary
| | - Sándor Kovács
- grid.9679.10000 0001 0663 9479Centre for Health Technology Assessment and Pharmacoeconomic Research, Faculty of Pharmacy, University of Pécs, Rákóczi street 2, Pécs, H-7623 Hungary
| | - Dalma Erdősi
- grid.9679.10000 0001 0663 9479Centre for Health Technology Assessment and Pharmacoeconomic Research, Faculty of Pharmacy, University of Pécs, Rákóczi street 2, Pécs, H-7623 Hungary
| | - Imre Boncz
- grid.9679.10000 0001 0663 9479Institute for Health Insurance, Faculty of Health Sciences, University of Pecs, Pécs, Hungary
| | - Tamás Tényi
- grid.9679.10000 0001 0663 9479Department of Psychiatry and Psychotherapy, Medical School, University of Pecs, Pecs, Hungary
| | - Péter Osváth
- grid.9679.10000 0001 0663 9479Department of Psychiatry and Psychotherapy, Medical School, University of Pecs, Pecs, Hungary
| | - Viktor Voros
- grid.9679.10000 0001 0663 9479Department of Psychiatry and Psychotherapy, Medical School, University of Pecs, Pecs, Hungary
| |
Collapse
|
7
|
Gabriel FC, Stein AT, de Melo DO, Henrique Fontes-Mota GC, Dos Santos IB, de Oliveira AF, Fráguas R, Ribeiro E. Quality of clinical practice guidelines for inadequate response to first-line treatment for depression according to AGREE II checklist and comparison of recommendations: a systematic review. BMJ Open 2022; 12:e051918. [PMID: 35365512 PMCID: PMC8977814 DOI: 10.1136/bmjopen-2021-051918] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVE To assess similarities and differences in the recommended sequence of strategies among the most relevant clinical practice guidelines (CPGs) for the treatment of depression in adults with inadequate response to first-line treatment. DATA SOURCES We performed a systematic review of the literature spanning January 2011 to August 2020 in Medline, Embase, Cochrane Library and 12 databases recognised as CPGs repositories. CPGs quality was assessed using the Appraisal of Guidelines for Research and Evaluation II (AGREE II). STUDY SELECTION The eligibility criteria were CPGs that described pharmacological recommendations for treating depression for individuals aged 18 years or older in outpatient care setting. We included CPGs considered of high-quality (≥80% in domain 3 of AGREE II) or recognised as clinically relevant. DATA EXTRACTION Two independent researchers extracted recommendations for patients who did not respond to first-line pharmacological treatment from the selected CPGs. RESULTS We included 46 CPGs and selected 8, of which 5 were considered high quality (≥80% in domain 3 of AGREE II) and 3 were recognised as clinically relevant. Three CPGs did not define inadequate response to treatment and 3 did not establish a clear sequence of strategies. The duration of treatment needed to determine that a patient had not responded was not explicit in 3 CPGs and was discordant in 5 CPGs. Most CPGs agree in reassessing the diagnosis, assessing the presence of comorbidities, adherence to treatment, and increase dosage as first steps. All CPGs recommend psychotherapy, switching antidepressants, and considering augmentation/combining antidepressants. CONCLUSION Relevant CPGs present shortcomings in recommendations for non-responders to first-line antidepressant treatment including absence and divergencies in definition of inadequate response and sequence of recommended strategies. Overall, most relevant CPGs recommend reassessing the diagnosis, evaluate comorbidities, adherence to treatment, increase dosage of antidepressants, and psychotherapy as first steps. PROSPERO REGISTRATION NUMBER CRD42016043364.
Collapse
Affiliation(s)
- Franciele Cordeiro Gabriel
- Departamento de Farmácia, Faculdade de Ciências Farmacêuticas, Universidade de São Paulo, São Paulo, São Paulo, Brasil
| | - Airton Tetelbom Stein
- Departamento de Saúde Coletiva, Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brasil
- Curso de Pós-graduação em Avaliação de Tecnologia em Saúde, Hospital Conceição, Porto Alegre, Rio Grande do Sul, Brasil
| | - Daniela Oliveira de Melo
- Departamento de Ciências Farmacêuticas, Instituto de Ciências Ambientais, Químicas e Farmacêuticas, Universidade Federal de São Paulo, Diadema, São Paulo, Brasil
| | | | - Itamires Benício Dos Santos
- Departamento de Ciências Farmacêuticas, Instituto de Ciências Ambientais, Químicas e Farmacêuticas, Universidade Federal de São Paulo, Diadema, São Paulo, Brasil
| | | | - Renério Fráguas
- Laboratório de Neuro-imagem em Psiquiatria - LIM-21, Departamento e Instituto de Psiquiatria, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo; Divisão de Psiquiatria e Psicologia, Hospital Universitário, Universidade de São Paulo, São Paulo, São Paulo, Brasil
| | - Eliane Ribeiro
- Departamento de Farmácia, Faculdade de Ciências Farmacêuticas, Universidade de São Paulo, São Paulo, São Paulo, Brasil
| |
Collapse
|
8
|
Voelker J, Joshi K, Daly E, Papademetriou E, Rotter D, Sheehan JJ, Kuvadia H, Liu X, Dasgupta A, Potluri R. How well do clinical and demographic characteristics predict Patient Health Questionnaire-9 scores among patients with treatment-resistant major depressive disorder in a real-world setting? Brain Behav 2021; 11:e02000. [PMID: 33403828 PMCID: PMC7882175 DOI: 10.1002/brb3.2000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 11/06/2020] [Accepted: 11/18/2020] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVES To create and validate a model to predict depression symptom severity among patients with treatment-resistant depression (TRD) using commonly recorded variables within medical claims databases. METHODS Adults with TRD (here defined as > 2 antidepressant treatments in an episode, suggestive of nonresponse) and ≥ 1 Patient Health Questionnaire (PHQ)-9 record on or after the index TRD date were identified (2013-2018) in Decision Resource Group's Real World Data Repository, which links an electronic health record database to a medical claims database. A total of 116 clinical/demographic variables were utilized as predictors of the study outcome of depression symptom severity, which was measured by PHQ-9 total score category (score: 0-9 = none to mild, 10-14 = moderate, 15-27 = moderately severe to severe). A random forest approach was applied to develop and validate the predictive model. RESULTS Among 5,356 PHQ-9 scores in the study population, the mean (standard deviation) PHQ-9 score was 10.1 (7.2). The model yielded an accuracy of 62.7%. For each predicted depression symptom severity category, the mean observed scores (8.0, 12.2, and 16.2) fell within the appropriate range. CONCLUSIONS While there is room for improvement in its accuracy, the use of a machine learning tool that predicts depression symptom severity of patients with TRD can potentially have wide population-level applications. Healthcare systems and payers can build upon this groundwork and use the variables identified and the predictive modeling approach to create an algorithm specific to their population.
Collapse
Affiliation(s)
| | - Kruti Joshi
- Janssen Scientific Affairs, LLC, Titusville, NJ, USA
| | - Ella Daly
- Janssen Research & Development, LLC, Titusville, NJ, USA
| | | | | | | | | | - Xing Liu
- SmartAnalyst, Inc, New York, NY, USA
| | | | | |
Collapse
|
9
|
Gaebel W, Möller HJ. European guidance–a project of the European Psychiatric Association. Eur Psychiatry 2020; 27:65-7. [DOI: 10.1016/j.eurpsy.2011.08.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2011] [Revised: 08/08/2011] [Accepted: 08/09/2011] [Indexed: 10/14/2022] Open
Abstract
AbstractEvidence based medicine is a cornerstone of modern medicine including psychiatry. Treatment practice guidelines are nowadays available for guiding mental health care mainly with a focus on specific disorders. Many important clinical situations or problems beyond treatment, however, are lacking proper guidance. It is in this scope that a European Psychiatry Association (EPA) has developed its own program, the European Guidance Project. The present special issue presents six topics out of these series of guidance documents.
Collapse
|
10
|
Pilon D, Sheehan JJ, Szukis H, Morrison L, Zhdanava M, Lefebvre P, Joshi K. Is clinician impression of depression symptom severity associated with incremental economic burden in privately insured US patients with treatment resistant depression? J Affect Disord 2019; 255:50-59. [PMID: 31128505 DOI: 10.1016/j.jad.2019.04.100] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 04/02/2019] [Accepted: 04/30/2019] [Indexed: 10/26/2022]
Abstract
BACKGROUND Among patients with major depressive disorder (MDD), those with treatment-resistant depression (TRD) have a higher economic burden. However, the healthcare resource utilization (HRU) and costs may vary by severity status in TRD patients. This study quantified the incremental economic burden of severity status in TRD patients. METHODS In a US database of privately insured employees and dependents (07/01/2009-03/31/2015), a claims-based algorithm identified adult TRD patients who were stratified into mild, moderate, and severe cohorts based on the information in the last observed MDD ICD-9-CM code. HRU and costs of moderate and severe cohorts were compared to those of the mild cohort during the 2-year follow-up after the first antidepressant claim. RESULTS Among 6411 TRD patients, 455 (7.1%) were identified as mild, 2153 (33.6%) as moderate, and 1455 (22.7%) as severe. Moderate and severe patients compared to mild had 45% and 150% more inpatient admissions, 65% and 164% more inpatient days, 18% and 54% more emergency department visits and 8% and 10% more outpatient visits per-patient-per-year (PPPY), respectively (all-cause; all p < 0.05). Mean all-cause direct total healthcare costs were $12,123, $16,885, and $18,911 PPPY in mild, moderate, and severe patients, respectively. The all-cause total healthcare cost differences adjusted for baseline characteristics amounted to $3455 in moderate and $5150 in severe versus mild patients, respectively (PPPY; all p < 0.05). LIMITATIONS Not all TRD patients had a severity specifier; the severity specifier was not cross-validated against a depression scale. CONCLUSIONS Increased severity status is associated with incremental economic burden in TRD patients.
Collapse
Affiliation(s)
- Dominic Pilon
- Analysis Group, Inc., 1190 avenue des Canadiens-de-Montréal, Tour Deloitte Suite 1500, Montréal, QC H3B 0G7, Canada.
| | | | - Holly Szukis
- Janssen Scientific Affairs, LLC, Titusville, NJ, USA
| | - Laura Morrison
- Analysis Group, Inc., 1190 avenue des Canadiens-de-Montréal, Tour Deloitte Suite 1500, Montréal, QC H3B 0G7, Canada
| | - Maryia Zhdanava
- Analysis Group, Inc., 1190 avenue des Canadiens-de-Montréal, Tour Deloitte Suite 1500, Montréal, QC H3B 0G7, Canada
| | - Patrick Lefebvre
- Analysis Group, Inc., 1190 avenue des Canadiens-de-Montréal, Tour Deloitte Suite 1500, Montréal, QC H3B 0G7, Canada
| | - Kruti Joshi
- Janssen Scientific Affairs, LLC, Titusville, NJ, USA
| |
Collapse
|
11
|
Abstract
Cognitive behavioral therapy has emerged as an important approach to alleviate the depression of patients with heart failure. However, the use of cognitive behavioral therapy for heart failure has not been well established. We conduct a systematic review and meta-analysis to evaluate the efficacy of cognitive behavioral therapy for alleviating depression for heart failure.PubMed, Embase, and the Cochrane Central Register of Controlled Trials are searched. Randomized controlled trials (RCTs) assessing the influence of cognitive behavioral therapy on heart failure are included. Two investigators independently have searched articles, extracted data, and assessed the quality of included studies. Meta-analysis is performed using the random-effect model.Eight RCTs involving 480 patients are included in the meta-analysis. Compared with control intervention for heart failure, cognitive behavioral therapy can substantially decrease depression scale (Std. MD = -0.27; 95% CI = -0.47 to -0.06; P = 0.01), but has no substantial influence on the quality of life (Std. MD = 0.21; 95% CI = -0.01 to 0.42; P = 0.06), self-care scores (Std. MD = 0.12; 95% CI = -0.18 to 0.42; P = 0.44), and 6-minute walk test distance (Std. MD = 0; 95% CI = -0.28 to 0.28; P = 0.99).Cognitive behavioral therapy is associated with significantly decreased depression scale, but with no substantial impact on the quality of life, self-care scores, and 6-minute walk test distance for heart failure.
Collapse
Affiliation(s)
- Yan Peng
- Department of Cardiology, The University-Town Hospital of Chongqing Medical University
| | - Junjie Fang
- Department of Cardiology, The University-Town Hospital of Chongqing Medical University
| | - Wei Huang
- Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University
| | - Shu Qin
- Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University
| |
Collapse
|
12
|
Foster S, Mohler-Kuo M. Treating a broader range of depressed adolescents with combined therapy. J Affect Disord 2018; 241:417-424. [PMID: 30145512 DOI: 10.1016/j.jad.2018.08.027] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 07/26/2018] [Accepted: 08/07/2018] [Indexed: 12/25/2022]
Abstract
BACKGROUND Traditional statistical analyses of clinical trials encompass the central tendency of outcomes and, hence, are restricted to a treatment's average effectiveness. Our aim was to get a more complete picture of the effectiveness of standard treatment options for adolescent depression, by analyzing treatment effects across low, middle, and high levels of response. METHODS Secondary data analysis was performed of the Treatment for Adolescents with Depression Study (TADS, ClinicalTrials.gov, NCT00006286), a randomized controlled trial comparing fluoxetine (FLX), cognitive-behavioral therapy (CBT), and their combination (COMB) against placebo treating adolescents with major depression (n = 439). The proportional change from baseline to week 12 in the Children's Depression Rating Scale-Revised was used as an index of response. Response levels were analyzed via quantile regression models, thereby estimating treatment effects across the entire response level distribution, adjusted for baseline depression, study site, and patients' treatment expectancies. RESULTS Whereas CBT was no more effective than placebo across response levels, COMB was more effective than FLX in that its quantile treatment effects were both larger in magnitude and spread out across a broader range of response levels, including the low end of the response level distribution. Cohen's d of the difference was 1.39 (95% confidence interval 1.33-1.45). LIMITATIONS Ad-hoc analysis using data from a trial that was not originally designed to accommodate such analysis. CONCLUSION The combination of cognitive-behavioral therapy and fluoxetine was more effective than either treatment used alone, not just in average effectiveness, but in the breadth of patients in whom it was effective.
Collapse
Affiliation(s)
- Simon Foster
- Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Hirschengraben 84, 8001 Zürich, Switzerland; Swiss Research Institute for Public Health and Addiction associated with the University of Zurich, Konradstrasse 32, 8031 Zurich, Switzerland.
| | - Meichun Mohler-Kuo
- Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Hirschengraben 84, 8001 Zürich, Switzerland; Swiss Research Institute for Public Health and Addiction associated with the University of Zurich, Konradstrasse 32, 8031 Zurich, Switzerland; La Source, School of Nursing Sciences, HES-SO University of Applied Sciences and Arts of Western Switzerland, Av. Vinet 30, 1004 Lausanne, Switzerland
| |
Collapse
|
13
|
Haro JM, Lamy FX, Jönsson B, Knapp M, Brignone M, Caillou H, Chalem Y, Hammer-Helmich L, Rive B, Saragoussi D. Characteristics of patients with depression initiating or switching antidepressant treatment: baseline analyses of the PERFORM cohort study. BMC Psychiatry 2018; 18:80. [PMID: 29587672 PMCID: PMC5870247 DOI: 10.1186/s12888-018-1657-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Accepted: 03/08/2018] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Patients who require a switch in their antidepressant therapy may have different clinical profiles and treatment needs compared with patients initiating or maintaining a first-line antidepressant therapy. METHODS The Prospective Epidemiological Research on Functioning Outcomes Related to Major depressive disorder (MDD) (PERFORM) study was a 2-year observational cohort study in outpatients with MDD in five European countries. Enrolled patients were either initiating or undergoing the first switch to an antidepressant monotherapy. Baseline data on patients' clinical status, functioning, productivity, quality of life and medical-resource use were compared in a cross-sectional baseline analysis. RESULTS A total of 1402 patients were enrolled, of whom 1159 (82.7%) provided analysable baseline data. The majority (78.7%) of the analysable population were initiating antidepressant treatment and most (83.6%) were enrolled and followed up by general practitioners. Compared with patients initiating antidepressants, those switching antidepressants (21.3%) tended to have more severe depressive symptoms, greater anxiety, worse health-related quality of life, greater functional impairment, greater medical-resource use and had a different medical history. Limitations included an over-representation of switches due to lack of efficacy among patients who were switching treatment, as patients were selected based on presence of depressive symptoms. CONCLUSIONS Patients with MDD who are switching treatment for the first time have a different profile and different depression-associated health needs compared with those initiating treatment. Therapeutic management should therefore be adapted for patients who switch. TRIAL REGISTRATION ClinicalTrials.gov NCT01427439 ; Retrospectively registered 26 August 2011.
Collapse
Affiliation(s)
- Josep Maria Haro
- 0000 0004 1937 0247grid.5841.8Parc Sanitari Sant Joan de Deu, Universitat de Barcelona, CIBERSAM, C/ Doctor Antoni Pujadas 42, 08830 Sant Boi de Llobregat, Barcelona, Spain
| | - François-Xavier Lamy
- Lundbeck SAS, 37-45 Quai du Président Roosevelt, 92445 Issy-les-Moulineaux, France ,0000 0001 0672 7022grid.39009.33Present address: Merck KGaA, Darmstadt, Germany
| | - Bengt Jönsson
- 0000 0001 1214 1861grid.419684.6Department of Economics, Stockholm School of Economics, Sveavägen 65, 113 83 Stockholm, Sweden
| | - Martin Knapp
- 0000 0001 0789 5319grid.13063.37Personal Social Services Research Unit, Cowdray House, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE UK
| | - Mélanie Brignone
- Lundbeck SAS, 37-45 Quai du Président Roosevelt, 92445 Issy-les-Moulineaux, France
| | - Hugo Caillou
- Inferential, 35 rue Godot de Mauroy, 75009 Paris, France ,Present address: Capionis, Bordeaux, France
| | - Ylana Chalem
- Lundbeck SAS, 37-45 Quai du Président Roosevelt, 92445 Issy-les-Moulineaux, France ,Present address: Pierre Fabre SA, Boulogne, France
| | | | - Benoît Rive
- Lundbeck SAS, 37-45 Quai du Président Roosevelt, 92445 Issy-les-Moulineaux, France ,Present address: Janssen, Issy-les-Moulineaux, France
| | - Delphine Saragoussi
- Lundbeck SAS, 37-45 Quai du Président Roosevelt, 92445 Issy-les-Moulineaux, France
| |
Collapse
|
14
|
Jesulola E, Micalos P, Baguley IJ. Understanding the pathophysiology of depression: From monoamines to the neurogenesis hypothesis model - are we there yet? Behav Brain Res 2017; 341:79-90. [PMID: 29284108 DOI: 10.1016/j.bbr.2017.12.025] [Citation(s) in RCA: 174] [Impact Index Per Article: 24.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Revised: 12/19/2017] [Accepted: 12/22/2017] [Indexed: 02/07/2023]
Abstract
A number of factors (biogenic amine deficiency, genetic, environmental, immunologic, endocrine factors and neurogenesis) have been identified as mechanisms which provide unitary explanations for the pathophysiology of depression. Rather than a unitary construct, the combination and linkage of these factors have been implicated in the pathogenesis of depression. That is, environmental stressors and heritable genetic factors acting through immunologic and endocrine responses initiate structural and functional changes in many brain regions, resulting in dysfunctional neurogenesis and neurotransmission which then manifest as a constellation of symptoms which present as depression.
Collapse
Affiliation(s)
- Emmanuel Jesulola
- Paramedicine Discipline, Charles Sturt University, Bathurst Campus, NSW Australia.
| | - Peter Micalos
- Paramedicine Discipline, Charles Sturt University, Bathurst Campus, NSW Australia
| | - Ian J Baguley
- Brain Injury Rehabilitation Service, Westmead Hospital, Hawkesbury Rd, Wentworthville, NSW Australia
| |
Collapse
|
15
|
Associations Between Medication Class and Subsequent Augmentation of Depression Treatment in Privately Insured US Adults. J Clin Psychopharmacol 2017; 37:323-331. [PMID: 28338544 DOI: 10.1097/jcp.0000000000000687] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
IMPORTANCE Treatment augmentation is an important clinical decision in the pharmacotherapy for depression, yet few studies have examined the rates of treatment augmentation by medication class. OBJECTIVE The aim of this study was to examine which initial pharmacotherapies for depression are more likely than others to result in subsequent treatment augmentation. METHODS This study is a retrospective cohort analysis of administrative data of 214,705 privately insured US adults between the age of 18 and 64 years who were diagnosed with a new episode of depression in 2009. Propensity score-adjusted logistic regression and Cox regression were used to model the effect of the class of initial monotherapy on treatment augmentation. Risk adjustors included depression severity, comorbidities, provider type, insurance, and demographic characteristics. EXPOSURE The class of initial monotherapy and the health care provider type were the main independent variables of interest. MAIN OUTCOME The outcome was the augmentation of monotherapy. RESULTS Thirty-four percent of individuals received treatment augmentation. Compared with selective serotonin reuptake inhibitor monotherapy, second-generation antipsychotics as the initial treatment were associated with significant increase in the likelihood of augmentation compared with the other classes (hazards ratio, 2.59; 95% confidence interval [CI], 2.51-2.68). This result was corroborated after propensity score adjustment (odds ratio, 2.85; 95% CI, 2.70-3.00) when comparing second-generation antipsychotics to the other classes of pharmacotherapy. The other significant predictor of treatment augmentation was the provider type. Mental health specialists were 27% more likely to augment a treatment compared with generalists (hazards ratio, 1.27; 95% CI, 1.25-1.30). CONCLUSIONS The type of initial antidepressant therapy is associated with the chances of treatment augmentation. Second-generation antipsychotics progressed to augmentation more rapidly than the other classes.
Collapse
|
16
|
Lundgren JG, Dahlström Ö, Andersson G, Jaarsma T, Kärner Köhler A, Johansson P. The Effect of Guided Web-Based Cognitive Behavioral Therapy on Patients With Depressive Symptoms and Heart Failure: A Pilot Randomized Controlled Trial. J Med Internet Res 2016; 18:e194. [PMID: 27489077 PMCID: PMC5070581 DOI: 10.2196/jmir.5556] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Revised: 06/12/2016] [Accepted: 06/17/2016] [Indexed: 12/21/2022] Open
Abstract
Background Depressive symptoms, and the associated coexistence of symptoms of anxiety and decreased quality of life (QoL), are common in patients with heart failure (HF). However, treatment strategies for depressive symptoms in patients with HF still remain to be established. Internet-based cognitive behavioral therapy (ICBT), as guided self-help CBT programs, has shown good effects in the treatment of depression. Until now, ICBT has not been evaluated in patients with HF with depressive symptoms. Objective The aims of this study were to (1) evaluate the effect of a 9-week guided ICBT program on depressive symptoms in patients with HF; (2) investigate the effect of the ICBT program on cardiac anxiety and QoL; and (3) assess factors associated with the change in depressive symptoms. Methods Fifty participants were randomized into 2 treatment arms: ICBT or a Web-based moderated discussion forum (DF). The Patient Health Questionnaire-9 was used to measure depressive symptoms, the Cardiac Anxiety Questionnaire (CAQ) was used to measure cardiac-related anxiety, and the Minnesota Living with Heart Failure questionnaire was used to measure QoL. Data were collected at baseline and at follow-up at the end of the 9-week intervention. Intention-to-treat analysis was used, and missing data were imputed by the Expectation-Maximization method. Between-group differences were determined by analysis of covariance with control for baseline score and regression to the mean. Results No significant difference in depressive symptoms between the ICBT and the DF group at the follow-up was found, [F(1,47)=1.63, P=.21] and Cohen´s d=0.26. Secondary within-group analysis of depressive symptoms showed that such symptoms decreased significantly in the ICBT group from baseline to the follow-up (baseline M=10.8, standard deviation [SD]=5.7 vs follow-up M=8.6, SD=4.6, t(24)=2.6, P=.02, Cohen´s d=0.43), whereas in the DF group, there was no significant change (baseline M=10.6, SD=5.0, vs follow-up M=9.8, SD=4.3, t(24)=0.93, P=.36. Cohen´s d=0.18). With regard to CAQ and QoL no significant differences were found between the groups (CAQ [d(1,47)=0.5, P=.48] and QoL [F(1,47)=2.87, P=.09]). In the ICBT group in the CAQ subscale of fear, a significant within-group decrease was shown (baseline M=1.55 vs follow-up M=1.35, P=.04). In the ICBT group, the number of logins to the Web portal correlated significantly with improvement in depressive symptoms (P=.02), whereas higher age (P=.01) and male sex (P=.048) were associated with less change in depressive symptoms. This study is underpowered because of difficulties in the recruitment of patients. Conclusions Guided ICBT adapted for persons with HF and depressive symptoms was not statistically superior to participation in a Web-based DF. However, within the ICBT group, a statically significant improvement of depressive symptoms was detected. ClinicalTrial Clinicaltrials.gov NCT01681771; https://clinicaltrials.gov/ct2/show/NCT01681771 (Archived by WebCite at http://www.webcitation.org/6ikzbcuLN)
Collapse
Affiliation(s)
- Johan Gustav Lundgren
- Division of Nursing Science, Department of Social and Welfare Studies, Linköping University, Norrköping, Sweden.
| | | | | | | | | | | |
Collapse
|
17
|
Abstract
Only one third of patients suffering from depression will achieve a satisfactory response with first line treatments and more than half of patients will fail to obtain at least 50 % reduction in their symptoms after 3 months of treatment. This article presents a review of the scientific arguments supporting the various therapeutic strategies when confronted to a first treatment failure after an adequate drug trial. Several pharmacological approaches are possible. A first and classical approach is adjusting the drug dosage (optimization). This strategy is coherent with the pharmacological profile of some antidepressant drugs (tricyclic antidepressants, tetracyclic antidepressants, venlafaxine). There is no scientific basis to a dose-effect relationship with the selective serotonin reuptake inhibitors (SSRIs), as minimal doses of these drugs correspond to a high ratio of serotonin transporter occupation; however increasing doses of SSRIs constitutes a usual practice, endorsed by several experts. A second classic strategy is changing an inefficient antidepressant drug to another antidepressant drug (switch). Theoretically, a different pharmacological class should have more chances to be successful; however, in the case of a failure with an SSRI, an inter-class switch has not consistently proven to be superior to an intra-class switch. In some cases, association of antidepressant drugs can also be an advantageous strategy (combination), particularly in the case of partial response with the first prescribed drug. Due to its particular mechanism of action, mirtazapine is often a drug of choice in the case of such an association. Finally, another approach to recommend in case of partial response is associating an antidepressant drug to another class of drugs, such as lithium, atypical antipsychotics or thyroid hormones (potentiation). Lithium has unfailingly proven its efficacy in case of resistance, but the utilization of atypical antipsychotics, at low-doses, has become increasingly common, certainly, because they are easier to handle. Aside from the pharmacological options, we can consider a number of other strategies, first among them is psychotherapy. Most studies assessing the efficacy of psychotherapy were conducted with this therapy as a first-line treatment. More studies of psychotherapy in depression after unsatisfactory response are distinctly needed. Available data seem to indicate that psychotherapy constitutes an efficient alternative, regardless of the type of psychotherapy (results are more robust in cognitive and behavioural therapies and brief interpersonal psychotherapy, in relation with the greater number of studies using these therapies), with effect sizes comparable to the ones obtained with pharmacological options. Among other strategies, physical exercise has been getting more attention lately, even though evidence in this indication remains deceiving for the moment. Lastly, neuromodulation techniques have an unquestionable place. The rTMS has been largely tested with interesting results. Given the time and staff necessary to conduct this therapy, the question has now switched to how precisely select the patients who will most benefit from rTMs, and how long and at what pace should the sessions take place. ECT is undoubtedly the most efficient treatment, but, apart from life-threatening melancholia and other restricted exceptions, it is usually indicated in multi-resistant depression. Some authors suggest using this therapy earlier, as chronicity of the disease is itself a factor of poor response. Finally, this article reviews also the most recent French and International guidelines in managing patients having showed an unsatisfactory response to a first-line treatment.
Collapse
|
18
|
Krogh J, Hjorthøj CR, Jakobsen JC, Lindschou J, Kessing LV, Nordentoft M, Gluud C. DEPERROR: Risks of systematic errors in drug and non-drug randomized clinical trials assessing intervention effects in patients with unipolar depression. J Affect Disord 2015; 179:121-7. [PMID: 25863907 DOI: 10.1016/j.jad.2015.03.042] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Revised: 03/23/2015] [Accepted: 03/24/2015] [Indexed: 11/17/2022]
Abstract
BACKGROUND Systematic errors in randomized clinical trials (RCTs) overestimate treatment effects. We systematically assessed the risks of bias in RCTs assessing the effects of drug and non-drug interventions for patients with unipolar depression. METHODS We searched bibliographic databases for drug and non-drug RCTs including patients with depression. We assessed the following risk of bias domains: sequence generation, allocation concealment, baseline imbalance, blinding, intention-to-treat analysis, selective outcome reporting, and funding. Risks of bias were compared for drug and non-drug trials and according to year of publication (before 1990; from 1990 to 1999; and 2000 to 2010). RESULTS Comparing drug trials (N=775) to non-drug trials (N=73), the proportion of drug trials with low risk of bias seemed superior regarding blinding of participants (p<0.001), blinding of health-care providers (p<0.001), and blinded outcome assessment (p<0.001). Non-drug trials were superior regarding sequence generation (p<0.001), allocation concealment (p=0.002), intention-to-treat analysis (p<0.001), and baseline imbalance (p=0.006). Adequate blinding of data managers (p=0.45), blinding of statisticians (p=0.69), and selective outcome reporting (p=0.55) did not differ. 41.5% of drug trials were funded by for-profit organizations compared to 12.3% of non-drug trials (p<0.001). In drug trials, the risk of bias decreased significantly over time. This did not reach statistical significance in non-drug trials. LIMITATIONS This study only included trials published before 2010. CONCLUSIONS Included trials were associated with high risks of bias which may distort effect estimates. The risks of bias decreased with time for drug trials.
Collapse
Affiliation(s)
- Jesper Krogh
- Mental Health Centre Copenhagen, University of Copenhagen, Copenhagen, Denmark.
| | | | - Janus Christian Jakobsen
- The Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Jane Lindschou
- The Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Lars Vedel Kessing
- Mental Health Centre Copenhagen, University of Copenhagen, Copenhagen, Denmark
| | - Merete Nordentoft
- Mental Health Centre Copenhagen, University of Copenhagen, Copenhagen, Denmark
| | - Christian Gluud
- The Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| |
Collapse
|
19
|
Wu Y, Long C, Duan ZG. Analysis on international scientific collaboration and research focus on depression field. Chin Med J (Engl) 2015; 128:687-93. [PMID: 25698205 PMCID: PMC4834784 DOI: 10.4103/0366-6999.151678] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Affiliation(s)
| | | | - Zhi-Guang Duan
- School of Public Health, Shanxi Medical University, Taiyuan, Shanxi 030001, China
| |
Collapse
|
20
|
Xie WW, Zhang L, Wu RR, Yu Y, Zhao JP, Li LH. Case-control association study of ABCB1 gene and major depressive disorder in a local Chinese Han population. Neuropsychiatr Dis Treat 2015; 11:1967-71. [PMID: 26347319 PMCID: PMC4531014 DOI: 10.2147/ndt.s87175] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Human P-glycoprotein encoded by the ATP-binding cassette sub-family B member 1 (ABCB1) gene is expressed in the blood-brain barrier. ABCB1 protects the brain from many drugs and toxins such as glucocorticoids through the efflux pump. Recent evidence suggests that a specific allele of the ABCB1 gene confers susceptibility to major depressive disorder (MDD) in the Japanese population. The aim of this study was to explore the association of ABCB1 gene polymorphisms with MDD in a local Chinese Han population. METHODS Two hundred and ninety-two MDD patients and 208 unrelated individuals were matched by age and sex and examined using a case-control design. Six single nucleotide polymorphisms (SNPs) of the ABCB1 gene, including rs1045642, rs2032583, rs2032582, rs2235040, rs1128503, and rs2235015, were genotyped by ligase detection reaction and multiplex polymerase chain reaction. Linkage disequilibrium and haplotype analysis were investigated in the two study groups. RESULTS Significant protection for MDD individuals carrying the TG haplotype of rs1045642-rs2032582 was observed (odds ratio 0.470, 95% confidence interval 0.251-0.897, P=0.01). The rs2032582 (G2677T) and rs1128503 (C1236T) SNPs of ABCB1 showed nominal associations with MDD; the other four SNPs of the ABCB1 gene were not associated with MDD. CONCLUSION Chinese individuals carrying the TG haplotype of rs1045642-rs2032582 had a nearly 53% lower risk of developing MDD. To the best of our knowledge, this is the first report to analyze the effect of ABCB1 polymorphism on the risk of MDD in a Chinese population.
Collapse
Affiliation(s)
- Wei-Wei Xie
- Mental Health Institute of the Second Xiangya Hospital, National Technology Institute of Psychiatry, Key Laboratory of Psychiatry and Mental Health of Hunan Province, Central South University, Changsha, Hunan, People's Republic of China ; Department of Psychiatry, Ningbo Kangning Hospital, Ningbo, People's Republic of China
| | - Lin Zhang
- Mental Health Institute of the Second Xiangya Hospital, National Technology Institute of Psychiatry, Key Laboratory of Psychiatry and Mental Health of Hunan Province, Central South University, Changsha, Hunan, People's Republic of China
| | - Ren-Rong Wu
- Mental Health Institute of the Second Xiangya Hospital, National Technology Institute of Psychiatry, Key Laboratory of Psychiatry and Mental Health of Hunan Province, Central South University, Changsha, Hunan, People's Republic of China
| | - Yan Yu
- People's Hospital of Hunan Province, Changsha, People's Republic of China
| | - Jing-Ping Zhao
- Mental Health Institute of the Second Xiangya Hospital, National Technology Institute of Psychiatry, Key Laboratory of Psychiatry and Mental Health of Hunan Province, Central South University, Changsha, Hunan, People's Republic of China
| | - Le-Hua Li
- Mental Health Institute of the Second Xiangya Hospital, National Technology Institute of Psychiatry, Key Laboratory of Psychiatry and Mental Health of Hunan Province, Central South University, Changsha, Hunan, People's Republic of China
| |
Collapse
|
21
|
History, background, concepts and current use of comedication and polypharmacy in psychiatry. Int J Neuropsychopharmacol 2014; 17:983-96. [PMID: 24044761 DOI: 10.1017/s1461145713000837] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Based on a careful literature search a review is presented of the history, background, concepts and current use of comedication and polypharmacy in psychiatry. The pros and cons of comedication and polypharmacy are presented, as well as their apparent increase in recent times. Possible reasons for the increase of comedication/polypharmacy are described. Both the potential advantages as well as the potential risks are discussed. The one sided view that all comedication/polypharmacy is nothing but problematic is questioned. Comedication/polypharmacy seems to be, among others, the current answer to the well-known limited efficacy and effectiveness of current monotherapy treatment strategies.
Collapse
|
22
|
Fountoulakis KN, Samara MT, Siamouli M. Burning issues in the meta-analysis of pharmaceutical trials for depression. J Psychopharmacol 2014; 28:106-17. [PMID: 24043723 DOI: 10.1177/0269881113504014] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
During the last decade a number of meta-analytic studies have been published and they triggered a debate on the true clinical usefulness of antidepressants. The current article comments on problems within the randomized controlled trials design, the study samples, the psychometric scales, the methods of meta-analysis, the interpretation of the results, and the reporting of conflicts of interest. Although the meta-analyses published so far agree that medication works in severe depression, they question its efficacy in mild cases. However, several methodological issues should be clarified before conclusions are definite. Different methods give different results and similar results seem to entertain a variety of interpretations. In the future it is important to address all of these problems, and to improve methodology on the basis of clinically informed choices. Otherwise, meta-analysis risks alienation from clinical reality and thus risks becoming the 21(st) century psychoanalysis.
Collapse
|
23
|
Bauer M, Pfennig A, Severus E, Whybrow PC, Angst J, Möller HJ. World Federation of Societies of Biological Psychiatry (WFSBP) guidelines for biological treatment of unipolar depressive disorders, part 1: update 2013 on the acute and continuation treatment of unipolar depressive disorders. World J Biol Psychiatry 2013; 14:334-85. [PMID: 23879318 DOI: 10.3109/15622975.2013.804195] [Citation(s) in RCA: 373] [Impact Index Per Article: 33.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
OBJECTIVES This 2013 update of the practice guidelines for the biological treatment of unipolar depressive disorders was developed by an international Task Force of the World Federation of Societies of Biological Psychiatry (WFSBP). The goal has been to systematically review all available evidence pertaining to the treatment of unipolar depressive disorders, and to produce a series of practice recommendations that are clinically and scientifically meaningful based on the available evidence. The guidelines are intended for use by all physicians seeing and treating patients with these conditions. METHODS The 2013 update was conducted by a systematic update literature search and appraisal. All recommendations were approved by the Guidelines Task Force. RESULTS This first part of the guidelines (Part 1) covers disease definition, classification, epidemiology, and course of unipolar depressive disorders, as well as the management of the acute and continuation phase treatment. It is primarily concerned with the biological treatment (including antidepressants, other psychopharmacological medications, electroconvulsive therapy, light therapy, adjunctive and novel therapeutic strategies) of adults. CONCLUSIONS To date, there is a variety of evidence-based antidepressant treatment options available. Nevertheless there is still a substantial proportion of patients not achieving full remission. In addition, somatic and psychiatric comorbidities and other special circumstances need to be more thoroughly investigated. Therefore, further high-quality informative randomized controlled trials are urgently needed.
Collapse
Affiliation(s)
- Michael Bauer
- Department of Psychiatry and Psychotherapy, Carl Gustav Carus University Hospital, Technische Universität Dresden, Dresden, Germany.
| | | | | | | | | | | | | |
Collapse
|
24
|
Abstract
Antidepressants were first developed serendipitously 60 years ago and gave rise to the monoamine hypothesis of depression and antidepressant action which has persisted in various forms ever since. Although we have made huge strides in our understanding of the pharmacology of antidepressants, and in the neuroscience of depression, our current antidepressants have changed little since the original drugs. In this chapter I first review some controversies in the use of antidepressant drugs including whether they actually work, and then go on to describe the current state of our clinical use of antidepressants, looking both at the principles and practice of treatment and reviewing the evidence for efficacy, tolerability and safety in acute and sequenced treatments. I finally briefly consider future directions and the aspiration of developing more effective antidepressants.
Collapse
Affiliation(s)
- Ian M Anderson
- Manchester Academic Health Science Centre, University of Manchester, UK.
| |
Collapse
|
25
|
Abstract
BACKGROUND Mood disorders are expressed in many heterogeneous forms, varying from anxiety to severe major clinical depression. The disorders are expressed in individual variety through manifestations governed by co-morbidities, symptom frequency, severity, and duration, and the effects of genes on phenotypes. The underlying etiologies of mood disorders consist of complex interactive operations of genetic and environmental factors. The notion of endophenotypes, which encompasses the markers of several underlying liabilities to the disorders, may facilitate efforts to detect and define, through staging, the genetic risks inherent to the extreme complexity of disease state. AIMS This review evaluates the role of genetic biomarkers in assisting clinical diagnosis, identification of risk factors, and treatment of mood disorders. METHODS Through a systematic assessment of studies investigating the epigenetic basis for mood disorders, the present review examines the interaction of genes and environment underlying the pathophysiology of these disorders. RESULTS The majority of research findings suggest that the notion of endophenotypes, which encompasses the markers of several underlying liabilities to the disorders, may facilitate efforts to detect and define, through staging, the genetic risks inherent to the extreme complexity of the disease states. Several strategies under development and refinement show the propensity for derivation of essential elements in the etiopathogenesis of the disorders affecting drug-efficacy, drug metabolism, and drug adverse effects, e.g., with regard to selective serotonin reuptake inhibitors. These include: transporter gene expression and genes encoding receptor systems, hypothalamic-pituitary-adrenal axis factors, neurotrophic factors, and inflammatory factors affecting neuroimmune function. Nevertheless, procedural considerations of pharmacogenetics presume the parallel investment of policies and regulations to withstand eventual attempts at misuse, thereby ensuring patient integrity. CONCLUSIONS Identification of genetic biomarkers facilitates choice of treatment, prediction of response, and prognosis of outcome over a wide spectrum of symptoms associated with affective states, thereby optimizing clinical practice procedures. Epigenetic regulation of primary brain signaling, e.g., serotonin and hypothalamic-pituitary-adrenal function, and factors governing their metabolism are necessary considerations. The participation of neurotrophic factors remains indispensable for neurogenesis, survival, and functional maintenance of brain systems.
Collapse
Affiliation(s)
- T Archer
- Department of Psychology, University of Gothenburg, Box 500, SE-40530 Gothenburg, Sweden
| | | | | | | |
Collapse
|
26
|
Severus E, Seemüller F, Berger M, Dittmann S, Obermeier M, Pfennig A, Riedel M, Frangou S, Möller HJ, Bauer M. Mirroring everyday clinical practice in clinical trial design: a new concept to improve the external validity of randomized double-blind placebo-controlled trials in the pharmacological treatment of major depression. BMC Med 2012; 10:67. [PMID: 22747667 PMCID: PMC3395582 DOI: 10.1186/1741-7015-10-67] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2012] [Accepted: 07/02/2012] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Randomized, double-blind, placebo-controlled trials constitute the gold standard in clinical research when testing the efficacy of new psychopharmacological interventions in the treatment of major depression. However, the blinded use of placebo has been found to influence clinical trial outcomes and may bias patient selection. DISCUSSION To improve clinical trial design in major depression so as to reflect clinical practice more closely we propose to present patients with a balanced view of the benefits of study participation irrespective of their assignment to placebo or active treatment. In addition every participant should be given the option to finally receive the active medication. A research agenda is outlined to evaluate the impact of the proposed changes on the efficacy of the drug to be evaluated and on the demographic and clinical characteristics of the enrollment fraction with regard to its representativeness of the eligible population. SUMMARY We propose a list of measures to be taken to improve the external validity of double-blind, placebo-controlled trials in major depression. The recommended changes to clinical trial design may also be relevant for other psychiatric as well as medical disorders in which expectations regarding treatment outcome may affect the outcome itself.
Collapse
|
27
|
Lam RW. Onset, time course and trajectories of improvement with antidepressants. Eur Neuropsychopharmacol 2012; 22 Suppl 3:S492-8. [PMID: 22959114 DOI: 10.1016/j.euroneuro.2012.07.005] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2012] [Revised: 07/07/2012] [Accepted: 07/10/2012] [Indexed: 12/20/2022]
Abstract
There is still considerable controversy about the onset and time course of improvement with antidepressants in the treatment of major depressive disorder. Previous studies suggested a delayed-onset hypothesis with therapeutic improvement taking several weeks, but recent meta-analyses have shown support for earlier onset of improvement within the first week or two of treatment. This paper briefly reviews the evidence, focused on antidepressant studies published since 2006, for early onset of improvement within the first 2 weeks of treatment. A PubMed electronic search was conducted with selection of relevant studies from 2007 to March 2012. With the caveat of methodological limitations, results from randomized clinical trials, meta-analyses and naturalistic studies consistently show that: (1) antidepressants in general have early onset of improvement, (2) some antidepressants, including the novel mechanism agent, agomelatine, are associated with early improvement in both core and specific symptoms such as anhedonia and sleep-wake disturbances, and (3) early improvement predicts sustained response and remission. Use of newer statistical methods to examine individual response trajectories may address some of the methodological limitations of previous studies. The predictive value of early improvement has important clinical relevance for antidepressant treatment. Measurement-based assessment for response should occur earlier and more frequently. A lack of improvement (defined as ≤20% reduction from baseline in scores on a depression rating scale) at 2-3 weeks after initiation of an antidepressant should prompt the clinician to consider a change in management.
Collapse
Affiliation(s)
- Raymond W Lam
- Department of Psychiatry, University of British Columbia, Mood Disorders Centre of Excellence, UBC Hospital, 2255 Wesbrook Mall, Vancouver, BC, Canada V6T 2A1.
| |
Collapse
|