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Lawrence RE, Bernstein A, Jaffe C, Zhao Y, Wang Y, Goldberg TE. Eligibility of emergency psychiatry patients for clinical trials studying depression. J Affect Disord 2023; 342:10-15. [PMID: 37683939 DOI: 10.1016/j.jad.2023.09.010] [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] [Received: 05/16/2023] [Revised: 09/04/2023] [Accepted: 09/05/2023] [Indexed: 09/10/2023]
Abstract
BACKGROUND Differences often exist between people with depression who are eligible for clinical trials and those seen in clinical practice. The impact of exclusion criteria on eligibility has been previously reported for inpatients and outpatients, but has not been assessed for emergency psychiatry patients; a group that overlaps with inpatients and outpatients but also has important distinctives. Understanding the frequencies of commonly used exclusion criteria in this population could inform interpretation of existing data (generalizability) and highlight opportunities/needs for future trials. METHODS We reviewed 67 clinical trials studying depression using Qualitative Content Analysis to identify common and recurring exclusion criteria. We examined the frequency of these exclusion criteria among a clinical sample of emergency psychiatry patients. RESULTS Most clinical trials had exclusions for basic research requirements, age, symptom severity, psychosis, and substance use. Applying 9 commonly used exclusion criteria to the clinical population resulted in a 3.3 % eligibility rate (95 % CI 1.2 %-7.0 %). Exclusions for psychosis (85.1 % of trials), substance use (83.6 % of trials), and suicide risk (65.7 % of trials) would likely exclude 93 % of emergency psychiatry patients. The prevalence of psychosis, substance use, and suicide risk was much higher among emergency psychiatry patients than among previously studied populations. LIMITATIONS Some eligibility criteria could not be measured. The Qualitative Content Analysis consolidated similar exclusion criteria, losing potentially important nuances in wordings. CONCLUSIONS Exclusion criteria commonly used in contemporary clinical trials of depression limit generalizability to emergency psychiatry patients, due in large part to exclusions for psychosis, substance use, and suicide risk.
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Affiliation(s)
- Ryan E Lawrence
- Department of Psychiatry, Columbia University Medical Center, Director of the Comprehensive Psychiatric Emergency Program at New York - Presbyterian Hospital, New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, United States of America.
| | - Adam Bernstein
- Creedmoor Psychiatric Center, Queens, NY, United States of America.
| | - Chaya Jaffe
- New York State Psychiatric Institute, United States of America.
| | - Yinjun Zhao
- Department of Biostatistics, Mailman School of Public Health, Columbia University, United States of America.
| | - Yuanjia Wang
- Department of Biostatistics, Columbia University, United States of America.
| | - Terry E Goldberg
- Department of Psychiatry, Columbia University, Columbia University Medical Center, United States of America.
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Knight R, Stewart R, Khondoker M, Landau S. Borrowing strength from clinical trials in analysing longitudinal data from a treated cohort: investigating the effectiveness of acetylcholinesterase inhibitors in the management of dementia. Int J Epidemiol 2023; 52:827-836. [PMID: 36219788 PMCID: PMC10244047 DOI: 10.1093/ije/dyac185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 09/12/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Health care professionals seek information about effectiveness of treatments in patients who would be offered them in routine clinical practice. Electronic medical records (EMRs) and randomized controlled trials (RCTs) can both provide data on treatment effects; however, each data source has limitations when considered in isolation. METHODS A novel modelling methodology which incorporates RCT estimates in the analysis of EMR data via informative prior distributions is proposed. A Bayesian mixed modelling approach is used to model outcome trajectories among patients in the EMR dataset receiving the treatment of interest. This model incorporates an estimate of treatment effect based on a meta-analysis of RCTs as an informative prior distribution. This provides a combined estimate of treatment effect based on both data sources. RESULTS The superior performance of the novel combined estimator is demonstrated via a simulation study. The new approach is applied to estimate the effectiveness at 12 months after treatment initiation of acetylcholinesterase inhibitors in the management of the cognitive symptoms of dementia in terms of Mini-Mental State Examination scores. This demonstrated that estimates based on either trials data only (1.10, SE = 0.316) or cohort data only (1.56, SE = 0.240) overestimated this compared with the estimate using data from both sources (0.86, SE = 0.327). CONCLUSIONS It is possible to combine data from EMRs and RCTs in order to provide better estimates of treatment effectiveness.
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Affiliation(s)
- Ruth Knight
- Oxford Clinical Trials Research Unit, Centre for Statistics in Medicine, University of Oxford, Oxford, UK
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Robert Stewart
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- South London and Maudsley NHS Foundation Trust, London, UK
| | | | - Sabine Landau
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
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3
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Agger JL, Schröder A, Ørnbøl E, Jensen JS, Pedersen HF, Fink P, Gormsen LK. Are study populations in trials of antidepressants and psychotherapy comparable? A retrospective case study of two parallel running trials for multi- organ functional somatic disorder. Psychiatry Res 2022; 311:114474. [PMID: 35276572 DOI: 10.1016/j.psychres.2022.114474] [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] [Received: 12/03/2021] [Revised: 01/31/2022] [Accepted: 02/19/2022] [Indexed: 11/19/2022]
Abstract
This study retrospectively compares two previous parallel running, randomized, controlled trials of pharmacotherapy (imipramine) and psychotherapy (acceptance and commitment therapy) for multi-organ functional somatic disorder (FSD). Differences in demographics, psychiatric comorbidity, illness severity, and illness duration associated with eligibility for the two trials and patients' willingness to participate are explored using linear or binary regression models. 418 patients with multi-organ FSD was included. We found that 377 (95%) were eligible for psychotherapy and 257 patients (61%) for pharmacotherapy. Patients eligible for pharmacotherapy were less severely impaired, less often received disability pension, reported shorter illness duration and experienced less psychological distress than patients eligible for psychotherapy. Whilst exclusion criteria for both trials differed markedly, it was not possible to clearly identify patient or illness characteristics associated with patients' willingness to participate. The study showed that trial-specific exclusion criteria led to the selection of less complex and less severely impaired patients in the pharmacological trial in this sample of multi-organ FSD. Our findings have important implications for the interpretation and comparability of RCT results of different treatments in multi-organ FSD and may point to some common flaws in study design and interpretation of pharmacological vs. psychotherapeutic intervention trials in psychiatry.
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Affiliation(s)
- Johanne Liv Agger
- Research Clinic for Functional Disorders and Psychosomatics, Aarhus University Hospital, Aarhus, Denmark
| | - Andreas Schröder
- Research Clinic for Functional Disorders and Psychosomatics, Aarhus University Hospital, Aarhus, Denmark
| | - Eva Ørnbøl
- Research Clinic for Functional Disorders and Psychosomatics, Aarhus University Hospital, Aarhus, Denmark
| | - Jens Søndergaard Jensen
- Research Clinic for Functional Disorders and Psychosomatics, Aarhus University Hospital, Aarhus, Denmark
| | - Heidi Frølund Pedersen
- Research Clinic for Functional Disorders and Psychosomatics, Aarhus University Hospital, Aarhus, Denmark
| | - Per Fink
- Research Clinic for Functional Disorders and Psychosomatics, Aarhus University Hospital, Aarhus, Denmark; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Lise Kirstine Gormsen
- Research Clinic for Functional Disorders and Psychosomatics, Aarhus University Hospital, Aarhus, Denmark; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.
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Patel RB, Rao HR, Thakkar DV, Patel MR. Comprehending the potential of metallic, lipid, and polymer-based nanocarriers for treatment and management of depression. Neurochem Int 2021; 153:105259. [PMID: 34942308 DOI: 10.1016/j.neuint.2021.105259] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 12/15/2021] [Accepted: 12/16/2021] [Indexed: 11/25/2022]
Abstract
The World Health Organization (WHO) ranked depression as the third leading cause of global burden of disease in 2004, and it is predicted to overtake it and move to first place by 2030. It is a mental disorder that causes significant changes in the mood and day-to-day activity of an individual. Various approaches already exist for treating depression but, none of them are completely successful in treating depression. At present, discovering a new medication or delivery mechanism that can manage depression safely and efficiently is a huge challenge. Conventional formulations used in the management of depression have drawbacks like limited penetration, frequent dosing, toxicity, patient compliance concerns as well as brain barriers which are a big hurdle for antidepressant drugs to reach the brain through conventional formulations. Nano-based formulations are gaining popularity as one of the possibilities to overcome the limitations of conventional formulations by reducing the dose and dosing frequency, increasing the efficacy as well as proving it to be safe and effective means of treating depression. This review targets the neurochemistry and pathophysiological concerns of depression, strategies and problems of conventional therapies, and also recent advances in the metallic, lipid, and polymer-based nanoformulations for a variety of antidepressants. A detailed discussion of the expediency of various nanoformulations like liposomes, nanostructured lipid carriers, solid lipid nanoparticles, ethosomes, nanocapsules, dendrimer, gold and silver nanoparticles are addressed in the current review. In essence, nanoformulations hold great promises for the treatment of depression as they provide a platform with high penetration potential, targeted transmission, and improved protection and efficacy.
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Affiliation(s)
- Rashmin B Patel
- Department of Pharmacy, Ramanbhai Patel College of Pharmacy, Charotar University of Science and Technology, CHARUSAT - Campus, Changa, 388421, Anand, Gujarat, India
| | - Hiteshree R Rao
- Department of Pharmacy, Ramanbhai Patel College of Pharmacy, Charotar University of Science and Technology, CHARUSAT - Campus, Changa, 388421, Anand, Gujarat, India
| | - Dinesh V Thakkar
- Department of Pharmaceutical Chemistry, A.R. College of Pharmacy & G. H. Patel Institute of Pharmacy, Vallabh Vidya Nagar, 388120, Anand, Gujarat, India
| | - Mrunali R Patel
- Department of Pharmacy, Ramanbhai Patel College of Pharmacy, Charotar University of Science and Technology, CHARUSAT - Campus, Changa, 388421, Anand, Gujarat, India.
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Fernández Montes A, Carmona-Bayonas A, Jimenez-Fonseca P, Vázquez Rivera F, Martinez Lago N, Covela Rúa M, Cousillas Castiñeiras A, Gonzalez Villarroel P, De la Cámara Gómez J, Méndez JCM, Carriles Fernández C, Sanchez Cánovas M, Garcia García T. Prediction of survival in patients with advanced, refractory colorectal cancer in treatment with trifluridine/tipiracil: real-world vs clinical trial data. Sci Rep 2021; 11:14321. [PMID: 34253805 PMCID: PMC8275736 DOI: 10.1038/s41598-021-93732-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Accepted: 06/29/2021] [Indexed: 12/24/2022] Open
Abstract
Trifluridine/tipiracil increases overall survival (OS) in patients with refractory, metastatic colorectal cancer (mCRC). A post hoc exploratory analysis of the RECOURSE randomized clinical trial (RCT) established two categories, a good prognosis corresponding to subjects having a low tumor burden and indolent disease. Other models in refractory mCRC are the FAS-CORRECT and Colon Life nomogram. The main objective was to externally validate the prognostic factors of the RECOURSE and FAS-CORRECT trials, and the Colon Life nomogram in a multicenter, real-world series of mCRC treated in 3rd and successive lines with trifluridine/tipiracil. The secondary aim was to develop an OS predictive model, TAS-RECOSMO. Between 2016 and 2019, 244 patients were recruited. Median OS was 8.15 vs 8.12 months for the poor (85% of the subjects) and good (15%) prognosis groups from the RESOURCE trial, respectively, log-rank p = 0.9. The most common grade 3-4 toxicities were neutropenia (17%), asthenia (6%), and anemia (5%). The AFT lognormal model TAS-RECOSMO included six variables: ECOG-PS, KRAS/NRAS/BRAF mutation status, time between diagnosis of metastasis and beginning of trifluridine/tipiracil, NLR, CEA, and alkaline phosphatase. The model's bootstrapped bias-corrected c-index was 0.682 (95% CI, 0.636-0.722). The factors from the Colon Life model, FAS-CORRECT, and RECOURSE displayed a c-index of 0.690, 0.630, and 0.507, respectively. TAS-RECOSMO, FAS-CORRECT, and the Colon Life nomogram appear to predict OS in patients with refractory mCCR who begin trifluridine/tipiracil treatment in the real world. The prognostic groups of the RECOURCE RCT were unable to capture the situation of real-world subjects treated with trifluridine/tipiracil in this series.
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Affiliation(s)
- Ana Fernández Montes
- Medical Oncology Department, Complexo Hospitalario Universitario de Ourense, Ourense, Spain.
| | - Alberto Carmona-Bayonas
- Department of Hematology and Medical Oncology, Hospital Universitario Morales Meseguer, UMU, IMIB, Murcia, Spain
| | - Paula Jimenez-Fonseca
- Department of Medical Oncology, Hospital Universitario Central of Asturias, IPSA, Oviedo, Spain
| | | | - Nieves Martinez Lago
- Medical Oncology Department, Complexo Hospitalario Universitario A Coruña, A Coruña, Spain
| | - Marta Covela Rúa
- Medical Oncology Department, Hospital Universitario Lucus Augusti, Lugo, Spain
| | | | | | | | | | | | - Manuel Sanchez Cánovas
- Department of Hematology and Medical Oncology, Hospital Universitario Morales Meseguer, Murcia, Spain
| | - Teresa Garcia García
- Department of Medical Oncology, Hospital Universitario Santa Lucía, Cartagena, Spain
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Sakurai H, Kato M, Yasui-Furukori N, Suzuki T, Baba H, Watanabe K, Inada K, Kishida I, Sugawara Kikuchi Y, Kikuchi T, Katsuki A, Uchida H. Pharmacological management of bipolar disorder: Japanese expert consensus. Bipolar Disord 2020; 22:822-830. [PMID: 32558145 PMCID: PMC7818260 DOI: 10.1111/bdi.12959] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVES The aim of this study was to develop a consensus guideline by certified experts of the Japanese Society of Clinical Neuropsychopharmacology on the psychopharmacological treatment for bipolar disorders I and II (BP-I and BP-II), in order to fill the gap in the literature and provide more concrete guidance for challenging and controversial real-world situations. METHODS Experts were asked to assess treatment options regarding 19 clinical situations of bipolar disorder with a nine-point Likert scale (one = "disagree" and nine = "agree"). According to the responses from 119 experts, the options were categorized into the first-, second-, and third-line treatments. RESULTS For the treatment of BP-I, lithium monotherapy was categorized as a first-line treatment for manic episodes (mean ± standard deviation score, 7.0 ± 2.2), depressive episodes (7.1 ± 2.0), and the maintenance phase (7.8 ± 1.8). Combination therapy of lithium and an atypical antipsychotic was endorsed for manic episodes (7.7 ± 1.7), depressive episodes with (7.1 ± 2.0) and without mixed features (6.9 ± 2.2), and the maintenance phase (6.9 ± 2.1). Similarly, in BP-II, lithium monotherapy was categorized as a first-line treatment for hypomanic episodes (7.3 ± 2.2), depressive episodes (7.0 ± 2.2), and the maintenance phase (7.3 ± 2.3), while combination therapy of lithium and an atypical antipsychotic was recommended for hypomanic episodes (6.9 ± 2.4).No antipsychotic monotherapy or antidepressant treatment was categorized as a first-line treatment for any type of episode. CONCLUSIONS These recommendations reflect the current evidence and represent the experts' consensus on using lithium for the treatment of bipolar disorder. Clinicians should consider the effectiveness and adverse effects of antipsychotic and antidepressant medications for the treatment of bipolar disorder.
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Affiliation(s)
- Hitoshi Sakurai
- Department of PsychiatryMassachusetts General HospitalBostonMAUSA,Department of NeuropsychiatryKeio University School of MedicineTokyoJapan
| | - Masaki Kato
- Department of NeuropsychiatryKansai Medical UniversityOsakaJapan
| | - Norio Yasui-Furukori
- Department of PsychiatryDokkyo Medical University School of MedicineTochigiJapan
| | - Takefumi Suzuki
- Department of NeuropsychiatryUniversity of Yamanashi Faculty of MedicineYamanashiJapan
| | - Hajime Baba
- Department of Psychiatry & Behavioral ScienceJuntendo University Graduate School of MedicineTokyoJapan
| | - Koichiro Watanabe
- Department of NeuropsychiatryKyorin University School of MedicineTokyoJapan
| | - Ken Inada
- Department of PsychiatryTokyo Women's Medical University School of MedicineTokyoJapan
| | - Ikuko Kishida
- Fujisawa HospitalKanagawaJapan,Department of PsychiatryYokohama City University School of MedicineKanagawaJapan
| | | | - Toshiaki Kikuchi
- Department of NeuropsychiatryKeio University School of MedicineTokyoJapan
| | - Asuka Katsuki
- Department of PsychiatryUniversity of Occupational and Environmental HealthFukuokaJapan
| | - Hiroyuki Uchida
- Department of NeuropsychiatryKeio University School of MedicineTokyoJapan
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Sakurai H, Jain F, Foster S, Pedrelli P, Mischoulon D, Fava M, Cusin C. Long-term outcome in outpatients with depression treated with acute and maintenance intravenous ketamine: A retrospective chart review. J Affect Disord 2020; 276:660-666. [PMID: 32871698 DOI: 10.1016/j.jad.2020.07.089] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 05/27/2020] [Accepted: 07/05/2020] [Indexed: 01/03/2023]
Abstract
BACKGROUND Little is known about the long-term outcomes of repeated ketamine infusions for depression. We conducted a retrospective chart review to investigate outcomes of maintenance intravenous ketamine treatment at Massachusetts General Hospital. METHODS Eighty-five patients with treatment-resistant depression (TRD) who started intravenous ketamine from October 2018 to November 2019 were examined. Symptom severity was evaluated with the 16-item Quick Inventory of Depressive Symptomatology-Self Report scale (QIDS-SR16) at every visit prior to administration. The initial ketamine dose was usually 0.5 mg/kg infused over 40 min. Intravenous ketamine was administered twice-weekly for three weeks in an induction phase, followed by maintenance with a variable administration schedule and dose. Response was defined as a ≥50% reduction in total QIDS-SR16 score from baseline. RESULTS Forty (47.1%) of the 85 patients who started treatment discontinued during or right after the induction phase; 3 (3.5%) were still on induction at the time of this report, and 42 (49.4%) transitioned to maintenance after completing induction. Among these patients, 14 (16.5%) discontinued during maintenance and 28 (32.9%) continued on maintenance. The mean ketamine dosage during maintenance was 0.91±0.28 mg/kg. Fifteen out of 82 patients (18.3%) responded to induction treatment and 6 (7.3%) remained in responder status at the time of data analysis during maintenance. Three patients discontinued ketamine due to side-effects. CONCLUSIONS Despite the apparently low response rate in QIDS-SR16 scores and considerable out-of-pocket costs, almost half of real-world outpatients with TRD decided to continue with maintenance ketamine treatment due to perceived significant improvement.
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Affiliation(s)
- Hitoshi Sakurai
- Depression Clinical and Research Program, Department of Psychiatry, Massachusetts General Hospital, 1 Bowdoin Square, 6th Floor, Boston, MA 02114, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Department of Neuropsychiatry, Keio University School of Medicine, Tokyo, Japan
| | - Felipe Jain
- Depression Clinical and Research Program, Department of Psychiatry, Massachusetts General Hospital, 1 Bowdoin Square, 6th Floor, Boston, MA 02114, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Simmie Foster
- Depression Clinical and Research Program, Department of Psychiatry, Massachusetts General Hospital, 1 Bowdoin Square, 6th Floor, Boston, MA 02114, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Paola Pedrelli
- Depression Clinical and Research Program, Department of Psychiatry, Massachusetts General Hospital, 1 Bowdoin Square, 6th Floor, Boston, MA 02114, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - David Mischoulon
- Depression Clinical and Research Program, Department of Psychiatry, Massachusetts General Hospital, 1 Bowdoin Square, 6th Floor, Boston, MA 02114, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Maurizio Fava
- Depression Clinical and Research Program, Department of Psychiatry, Massachusetts General Hospital, 1 Bowdoin Square, 6th Floor, Boston, MA 02114, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Cristina Cusin
- Depression Clinical and Research Program, Department of Psychiatry, Massachusetts General Hospital, 1 Bowdoin Square, 6th Floor, Boston, MA 02114, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
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Zimmerman M, Balling C, Chelminski I, Dalrymple K. Have Treatment Studies of Depression Become Even Less Generalizable? Applying the Inclusion and Exclusion Criteria in Placebo-Controlled Antidepressant Efficacy Trials Published over 20 Years to a Clinical Sample. PSYCHOTHERAPY AND PSYCHOSOMATICS 2020; 88:165-170. [PMID: 31096246 DOI: 10.1159/000499917] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Accepted: 03/26/2019] [Indexed: 11/19/2022]
Abstract
BACKGROUND Antidepressants are amongst the most frequently prescribed medications. More than a decade ago, our clinical research group applied a prototypic set of inclusion/exclusion criteria used in an antidepressant efficacy trial (AET) to patients presenting for treatment in our outpatient practice and found that most patients would not qualify for the trial. In the present report from the Rhode Island Methods to Improve Diagnostic Assessment and Services (MIDAS) project, we apply the psychiatric inclusion/exclusion criteria used in 158 placebo-controlled studies to a large sample of depressed patients who presented for outpatient treatment to determine the range and extent of the representativeness of samples treated in AETs and whether this has changed over time. METHOD We applied the inclusion and exclusion criteria used in 158 AETs to 1,271 patients presenting to an outpatient practice who received a principal diagnosis of major depressive disorder. The patients underwent a thorough diagnostic evaluation. RESULTS Across all 158 studies, the percentage of patients that would have been excluded ranged from 44.4 to 99.8% (mean = 86.1%). The percentage of patients that would have been excluded was significantly higher in the studies published in 2010 through 2014 compared to the studies published from 1995 to 2009 (91.4 vs. 83.8%, t(156) = 3.74, p < 0.001). CONCLUSIONS Only a minority of depressed patients seen in clinical practice are likely to be eligible for most AETs. The generalizability of AETs has decreased over time. It is unclear how generalizable the results of AETs are to patients treated in real-world clinical practice.
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Affiliation(s)
- Mark Zimmerman
- Department of Psychiatry and Human Behavior, Brown Medical School, Rhode Island Hospital, Providence, Rhode Island, USA,
| | - Caroline Balling
- Department of Psychiatry and Human Behavior, Brown Medical School, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Iwona Chelminski
- Department of Psychiatry and Human Behavior, Brown Medical School, Rhode Island Hospital, Providence, Rhode Island, USA
| | - Kristy Dalrymple
- Department of Psychiatry and Human Behavior, Brown Medical School, Rhode Island Hospital, Providence, Rhode Island, USA
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Tournier M, Montastruc F. Interest of pharmacoepidemiology for the study of psychotropic drugs. Therapie 2019; 74:239-244. [PMID: 30792080 DOI: 10.1016/j.therap.2019.01.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Accepted: 01/29/2019] [Indexed: 01/21/2023]
Abstract
In psychiatry, drug evaluation using pharmacoepidemiological methods has been of growing interest in recent decades. Studies based on observational databases are particularly useful for psychotropic drugs due to their important prevalence in populations, and their use over long period. The authors discussed the specific interest of pharmacoepidemiological studies in the field of psychiatry through two examples: first, the use of antidepressants, and, second, the risks associated with antipsychotics.
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Affiliation(s)
- M Tournier
- Centre hospitalier Charles-Perrens, 33000 Bordeaux, France; University of Bordeaux, Inserm, Bordeaux population health research center, pharmacoepidemiology research team, UMR 1219, 33000 Bordeaux, France; DRUGS-SAFE National Platform of Pharmacoepidemiology, 33000 Bordeaux, France
| | - F Montastruc
- Service de pharmacologie médicale et clinique, centre de pharmacovigilance, pharmacoépidémiologie et d'informations sur le médicament, centre hospitalier universitaire, faculté de médecine, 31000 Toulouse, France; Unité clinique de pharmacologie psychiatrique, faculté de médecine, centre hospitalier universitaire, 31000 Toulouse, France; UMR 1027 pharmacoepidemiology, assessment of drug utilization and drug safety, Inserm, University Paul-Sabatier-Toulouse III joint research unit, 31000 Toulouse, France; CIC 1436, centre hospitalier universitaire, 31000 Toulouse, France.
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10
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Dubovsky SL. What Is New about New Antidepressants? PSYCHOTHERAPY AND PSYCHOSOMATICS 2018; 87:129-139. [PMID: 29788008 DOI: 10.1159/000488945] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Accepted: 04/03/2018] [Indexed: 12/15/2022]
Affiliation(s)
- Steven L Dubovsky
- Department of Psychiatry, State University of New York at Buffalo, Buffalo, New York, USA.,Departments of Psychiatry and Medicine, University of Colorado, Denver, Colorado, USA
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11
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Zimmerman M, Multach MD, Clark HL, Walsh E, Rosenstein LK, Gazarian D. Inclusion/exclusion criteria in late life depression antidepressant efficacy trials. Int J Geriatr Psychiatry 2017; 32:1009-1016. [PMID: 27546477 DOI: 10.1002/gps.4560] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Revised: 07/06/2016] [Accepted: 07/07/2016] [Indexed: 11/05/2022]
Abstract
OBJECTIVE The generalizability of antidepressant efficacy trials (AETs) has been questioned. No studies have examined the inclusion/exclusion criteria used in placebo-controlled studies of late life depression and compared them to the criteria used in non-late life AETs. METHOD We conducted a comprehensive literature review of placebo-controlled AETs published from January, 1995 through December, 2014. We compared the inclusion/exclusion criteria used in the 18 studies of late life depression to those used in non-late life depression. RESULTS There were nine inclusion/exclusion criteria that were used in more than half of the late life depression AETs: minimum severity on a symptom severity scale (100.0%), significant suicidal ideation (77.8%), psychotic features during the current episode of depression or history of a psychotic disorder (94.4%), history of bipolar disorder (77.8%), diagnosis of alcohol or drug abuse or dependence (83.3%), presence of a comorbid nondepressive, nonsubstance use Axis I disorder (55.6%), episode duration too short (66.7%), and an insufficient score on a cognitive screen (88.3%) or the presence of a cognitive disorder (55.6%). There were some differences between the late life and non-late life depression studies-use of a screening measure of cognitive functioning, presence of a cognitive disorder such as dementia, and the minimum depression severity cutoff score required at baseline. CONCLUSIONS The inclusion/exclusion criteria in AETs of late life depression were generally similar to the criteria used in non-late life depression AETs. Copyright © 2016 John Wiley & Sons, Ltd.
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Affiliation(s)
- Mark Zimmerman
- Department of Psychiatry and Human Behavior, Brown Medical School, Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
| | - Matthew D Multach
- Department of Psychiatry and Human Behavior, Brown Medical School, Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
| | - Heather L Clark
- Department of Psychiatry and Human Behavior, Brown Medical School, Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
| | - Emily Walsh
- Department of Psychiatry and Human Behavior, Brown Medical School, Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
| | - Lia K Rosenstein
- Department of Psychiatry and Human Behavior, Brown Medical School, Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
| | - Douglas Gazarian
- Department of Psychiatry and Human Behavior, Brown Medical School, Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
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Zimmerman M, Holst CG, Clark HL, Multach M, Walsh E, Rosenstein LK, Gazarian D. The Psychiatric Inclusion and Exclusion Criteria in Placebo-Controlled Monotherapy Trials of Bipolar Depression: An Analysis of Studies of the Past 20 Years. CNS Drugs 2016; 30:1209-1218. [PMID: 27541608 DOI: 10.1007/s40263-016-0381-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/28/2023]
Abstract
BACKGROUND Concerns about the generalizability of pharmacotherapy efficacy trials to "real-world" patients have been raised for more than 40 years. Almost all of this literature has focused on treatment studies of major depressive disorder (MDD). OBJECTIVE The aim of the study was to review the psychiatric inclusion and exclusion criteria used in placebo-controlled trials that assessed the efficacy of medications for bipolar depression (bipolar disorder efficacy trials [BDETs]) and compare the criteria used in BDETs with those used in efficacy trials of antidepressants to treat MDD (antidepressant efficacy trials [AETs]). METHODS We searched the MEDLINE, Embase, and PsycINFO databases for articles published from January 1995 through December 2014. We identified 170 placebo-controlled AETs and 22 BDETs published during these 20 years. Two of the authors independently reviewed each article and completed a pre-specified information extraction form listing the psychiatric inclusion and exclusion criteria used in the study. RESULTS Six inclusion/exclusion criteria were used in at least half of the BDETs: minimum severity on a depression symptom severity scale, significant suicidal ideation, diagnosis of alcohol or drug use disorder, presence of a comorbid nondepressive, nonsubstance use Axis I disorder, current episode of depression being too long, and absence of current manic symptoms. BDETs were significantly less likely than AETs to exclude patients with a history of psychotic features/disorders, borderline personality disorder, and post-traumatic stress disorder and more likely to exclude individuals who scored too low on the first item of the Hamilton Depression Rating Scale. Nearly two-thirds of the BDETs placed an upper limit on the duration of the current depressive episode, three times higher than the rate in the AETs. There was no difference on other variables between the AETs and BDETs. CONCLUSIONS Similar to treatment studies of nonbipolar MDD, the treatment studies of bipolar depression frequently excluded patients with comorbid psychiatric and substance use disorders and insufficient severity of depressive symptoms as rated on standardized scales. These findings indicate that concerns about the generalizability of data from trials of recently approved medications for the treatment of bipolar depression are as relevant as the concerns that have been raised about studies of antidepressants for nonbipolar depression.
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Affiliation(s)
- Mark Zimmerman
- Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA. .,Department of Psychiatry and Human Behavior, Brown Medical School, Rhode Island Hospital, 146 West River Street, Providence, RI, 02904, USA.
| | | | - Heather L Clark
- Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
| | - Matthew Multach
- Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
| | - Emily Walsh
- Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
| | - Lia K Rosenstein
- Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
| | - Douglas Gazarian
- Department of Psychiatry, Rhode Island Hospital, Providence, RI, USA
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Zimmerman M, Clark HL, Multach MD, Walsh E, Rosenstein LK, Gazarian D. Variability in the substance use disorder exclusion criterion in antidepressant efficacy trials. J Affect Disord 2016; 198:39-42. [PMID: 27002283 DOI: 10.1016/j.jad.2016.03.024] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Revised: 02/14/2016] [Accepted: 03/07/2016] [Indexed: 11/25/2022]
Abstract
BACKGROUND Substance use disorders are the most commonly excluded psychiatric disorder in antidepressant efficacy trials (AETs). In a recent review of AETs we noticed variability in the definition of the substance use disorder exclusion criterion. In the present report we examined in greater detail the variability in defining the substance use disorder exclusion criterion, the potential impact of this variability on excluding patients from an AET, and whether the definition of the criterion has changed in the past 20 years. METHODS We identified 170 AETs published during the past 20 years and compared the studies published during the past 5 years (n=56) to the studies published during the 15 prior years (n=114). RESULTS Substance abuse was more frequently used as an exclusion criterion than substance dependence. Six time frames have been used as the basis of exclusion, the most frequent being the past 12 months. The time frame had a greater impact on the number of patients who would be excluded than the abuse/dependence distinction. The definition of the substance use exclusion criterion was no different in the studies of the past 5 years compared to the prior 15 years. LIMITATIONS A limitation of the present analysis is that it was based on published placebo-controlled studies of antidepressants. CONCLUSION Studies varied in whether abuse or dependence was the basis of exclusion, whether alcohol or illicit drugs or both were the basis of exclusion, and the time frame of the disorders' presence. We raise the question of whether the routine exclusion of patients with a substance use disorder should be reflected in a product's label.
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Affiliation(s)
- Mark Zimmerman
- Department of Psychiatry and Human Behavior, Brown Medical School, Rhode Island Hospital, 146 West River Street, Providence, RI 02904, United States.
| | - Heather L Clark
- Department of Psychiatry and Human Behavior, Brown Medical School, Rhode Island Hospital, 146 West River Street, Providence, RI 02904, United States
| | - Matthew D Multach
- Department of Psychiatry and Human Behavior, Brown Medical School, Rhode Island Hospital, 146 West River Street, Providence, RI 02904, United States
| | - Emily Walsh
- Department of Psychiatry and Human Behavior, Brown Medical School, Rhode Island Hospital, 146 West River Street, Providence, RI 02904, United States
| | - Lia K Rosenstein
- Department of Psychiatry and Human Behavior, Brown Medical School, Rhode Island Hospital, 146 West River Street, Providence, RI 02904, United States
| | - Douglas Gazarian
- Department of Psychiatry and Human Behavior, Brown Medical School, Rhode Island Hospital, 146 West River Street, Providence, RI 02904, United States
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Lucas MS, Brawner BM, Hardie TL, Beacham B, Paidipati C, Diaz M, Lauer A, Hobbie WL, Deatrick JA. Assessing Suicidal Ideation and Behaviors Among Survivors of Childhood Brain Tumors and Their Mothers During Sociobehavioral Research. Oncol Nurs Forum 2016; 42:E319-29. [PMID: 26302289 DOI: 10.1188/15.onf.42-05ap] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE/OBJECTIVES To describe the development and feasibility of a protocol for nonpsychiatric subspecialty research staff members to screen research participants who endorse suicidal ideations or behaviors during data collection
. DESIGN Descriptive protocol development.
. SETTING The Children's Hospital of Philadelphia and the University of Pennsylvania.
. SAMPLE 186 mother caregivers and 134 adolescent or young adult survivors of childhood brain tumors, with the protocol implemented for 5 caregivers and 11 survivors. METHODS During telephone- and home-based interviews, the interviewer assessed the participant using the Columbia-Suicide Severity Rating Scale (C-SSRS). MAIN RESEARCH VARIABLES Expressed suicidal ideation or behavior
. FINDINGS Implementation of the C-SSRS by nonpsychiatric subspecialty staff members was feasible and valid. Interviewers' conclusions based on this instrument matched those of the mental health professional who followed up with participants. Process notes contained themes about the participants, including anger and sadness in survivors and the physical and emotional demands of the survivor in caregivers. Progress notes for the interviewer included a reiteration of events, whether the assessment was successful, and whether the recommendation of the interviewer was in agreement with that of the mental health professional
. CONCLUSIONS The protocol based on the C-SSRS was useful and feasible for nonpsychiatric subspecialty staff members to use in the collection of data from survivors of childhood brain tumors and their caregivers. IMPLICATIONS FOR NURSING Survivors of childhood brain tumors and their caregivers may experience psychosocial distress. Nurses, as research assistants or in other roles, can use tools such as the C-SSRS to assist in front-line assessments.
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Zimmerman M. The FDA's failure to address the lack of generalisability of antidepressant efficacy trials in product labelling. Br J Psychiatry 2016; 208:512-4. [PMID: 27251690 DOI: 10.1192/bjp.bp.115.178871] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Accepted: 02/02/2016] [Indexed: 11/23/2022]
Abstract
According to the US Food and Drug Administration's (FDA's) regulations, the criteria used to select patients into registration studies should be addressed in a product's label. The FDA's labelling guidelines, which specifically indicate that the routine exclusion of patients of a certain level of severity should be noted in the label, has been uniformly ignored.
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Affiliation(s)
- Mark Zimmerman
- Mark Zimmerman, MD, Department of Psychiatry and Human Behavior, Brown University School of Medicine, Rhode Island Hospital, Providence, RI 0294, USA.
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Symptom Severity and the Generalizability of Antidepressant Efficacy Trials: Changes During the Past 20 Years. J Clin Psychopharmacol 2016; 36:153-6. [PMID: 26848791 DOI: 10.1097/jcp.0000000000000466] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The most commonly used inclusion/exclusion criterion in antidepressant efficacy trials (AETs) is a minimum score on a symptom severity scale. In the present study, we reviewed placebo-controlled AETs published during the past 20 years to determine whether there has been a change in the symptom severity inclusion criterion threshold subsequent to publications that highlighted the unrepresentativeness of the depressed patients studied in AETs. We identified 170 AETs published during the past 20 years and compared the studies published during the past 5 years (2010-2104, n = 56) with the studies published during the previous 15 years (n = 114). The symptom severity threshold for inclusion has increased in the more recent cohort of studies. On the 17-item Hamilton Depression Rating Scale, almost half of the studies of the past 5 years used a cutoff of 22 or greater to select patients versus less than one-fifth of the studies during the previous 15 years (44.0% vs 17.5%; χ(2) = 7.4; P < 0.01). Similarly, the cutoff on the Montgomery-Asberg Depression Rating Scale required for study inclusion has been higher in studies of the past 5 years with approximately three-quarters of the recent studies using a cutoff of at least 25, in contrast to one-quarter of the older studies (76.2% vs 25.0%; χ(2) = 8.2; P < 0.01). A significantly higher percentage of patients in our clinical practice would be excluded on the basis of the severity thresholds of the past 5 years (59.3 ± 13.5 vs 49.0 ± 15.1; t121 = 3.1; P < 0.005). These findings suggest that the results of AETs may not be applicable to less severely depressed patients who make up at least half of the patients treated in routine clinical practice. Questions are raised about the Food and Drug Administration labeling of antidepressants.
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Inclusion/exclusion criteria in placebo-controlled studies of vortioxetine: Comparison to other antidepressants and implications for product labeling. J Affect Disord 2016; 190:357-361. [PMID: 26546771 DOI: 10.1016/j.jad.2015.10.041] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2015] [Revised: 09/29/2015] [Accepted: 10/22/2015] [Indexed: 12/22/2022]
Abstract
BACKGROUND We recently conducted a comprehensive review of the psychiatric inclusion/exclusion criteria used in 170 placebo-controlled antidepressant efficacy trials (AETs) published during the past 20 years and found that the criteria of more recent studies were significantly more restrictive than prior studies. Vortioxetine is the most recently approved medication for the treatment of major depressive disorder (MDD). We compared the inclusion/exclusion criteria of the vortioxetine studies to the criteria used in other AETs, and discuss the broader issue of the generalizability of AETs and the implications this might have for the labeling of antidepressants receiving FDA approval. METHODS We conducted a comprehensive literature review of placebo-controlled AETs published from January, 1995 through December, 2014. We identified 170 AETs published during this 20 year period and compared the inclusion/exclusion criteria used in the 12 studies of vortioxetine to those used in the nonvortioxetine studies. A second analysis compared vortioxetine to the 3 antidepressants most recently approved prior to vortioxetine (desvenlafaxine, levomilnacipran extended release, vilazodone). RESULTS Compared to the nonvortioxetine AETs, the vortioxetine studies significantly more often excluded patients with any comorbid Axis I disorder (p<.001) and more often required the current depressive episode to be longer than the DSM minimum symptom duration requirement of 2 weeks (p<.01). The cutoff on the Montgomery Asberg Depression Rating Scale required for inclusion in the vortioxetine studies was higher than the cutoff used in the other AETs (p<.01). LIMITATIONS A limitation of the present analysis is that it was based on published placebo-controlled studies of antidepressants. CONCLUSION The inclusion/exclusion criteria in the studies of vortioxetine were more restrictive than the criteria used in other AETs. Inconsistent with FDA guidelines on the labeling of medications, the label of vortioxetine does not include a description of the limits to the group of patients with MDD for whom the medication has been shown to be effective.
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Kennedy-Martin T, Curtis S, Faries D, Robinson S, Johnston J. A literature review on the representativeness of randomized controlled trial samples and implications for the external validity of trial results. Trials 2015; 16:495. [PMID: 26530985 PMCID: PMC4632358 DOI: 10.1186/s13063-015-1023-4] [Citation(s) in RCA: 537] [Impact Index Per Article: 59.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2015] [Accepted: 10/21/2015] [Indexed: 01/13/2023] Open
Abstract
Randomized controlled trials (RCTs) are conducted under idealized and rigorously controlled conditions that may compromise their external validity. A literature review was conducted of published English language articles that reported the findings of studies assessing external validity by a comparison of the patient sample included in RCTs reporting on pharmaceutical interventions with patients from everyday clinical practice. The review focused on publications in the fields of cardiology, mental health, and oncology. A range of databases were interrogated (MEDLINE; EMBASE; Science Citation Index; Cochrane Methodology Register). Double-abstract review and data extraction were performed as per protocol specifications. Out of 5,456 de-duplicated abstracts, 52 studies met the inclusion criteria (cardiology, n = 20; mental health, n = 17; oncology, n = 15). Studies either performed an analysis of the baseline characteristics (demographic, socioeconomic, and clinical parameters) of RCT-enrolled patients compared with a real-world population, or assessed the proportion of real-world patients who would have been eligible for RCT inclusion following the application of RCT inclusion/exclusion criteria. Many of the included studies concluded that RCT samples are highly selected and have a lower risk profile than real-world populations, with the frequent exclusion of elderly patients and patients with co-morbidities. Calculation of ineligibility rates in individual studies showed that a high proportion of the general disease population was often excluded from trials. The majority of studies (n = 37 [71.2 %]) explicitly concluded that RCT samples were not broadly representative of real-world patients and that this may limit the external validity of the RCT. Authors made a number of recommendations to improve external validity. Findings from this review indicate that there is a need to improve the external validity of RCTs such that physicians treating patients in real-world settings have the appropriate evidence on which to base their clinical decisions. This goal could be achieved by trial design modification to include a more representative patient sample and by supplementing RCT evidence with data generated from observational studies. In general, a thoughtful approach to clinical evidence generation is required in which the trade-offs between internal and external validity are considered in a holistic and balanced manner.
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Affiliation(s)
- Tessa Kennedy-Martin
- Kennedy-Martin Health Outcomes Ltd, 3rd Floor, Queensberry House, 106 Queens Road, Brighton, BN1 3XF, UK.
| | - Sarah Curtis
- Eli Lilly and Company, Indianapolis, Indiana, USA.
| | | | - Susan Robinson
- Kennedy-Martin Health Outcomes Ltd, 3rd Floor, Queensberry House, 106 Queens Road, Brighton, BN1 3XF, UK.
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Zimmerman M, Clark HL, Multach MD, Walsh E, Rosenstein LK, Gazarian D. Have Treatment Studies of Depression Become Even Less Generalizable? A Review of the Inclusion and Exclusion Criteria Used in Placebo-Controlled Antidepressant Efficacy Trials Published During the Past 20 Years. Mayo Clin Proc 2015; 90:1180-6. [PMID: 26276679 DOI: 10.1016/j.mayocp.2015.06.016] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2015] [Revised: 06/19/2015] [Accepted: 06/23/2015] [Indexed: 10/23/2022]
Abstract
OBJECTIVE To compare the inclusion and exclusion criteria used in antidepressant efficacy trials (AETs) published during the past 5 years with those used in studies published during the previous 15 years. PATIENTS AND METHODS We conducted a comprehensive literature review of placebo-controlled AETs published from January 1995 through December 2014. We included trials whether or not the medication has received regulatory approval for the treatment of depression. We compared the inclusion and exclusion criteria of studies published during the past 5 years (2010-2014) with those of studies published during the previous 15 years (1995-2009). RESULTS We identified 170 placebo-controlled AETs published during the past 20 years, 56 of which were published during the past 5 years. The more recent studies were significantly more likely to exclude patients with comorbid Axis I disorders and personality disorders, patients with the episode duration either too long or too short, and patients who had made a suicide attempt in the past. The severity threshold on depression rating scales required for inclusion was higher in the more recent studies. CONCLUSION The inclusion and exclusion criteria of AETs have become more stringent over the past 5 years, thereby suggesting that AETs may be even less generalizable than they were previously (when concerns about their generalizability had already been raised).
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Affiliation(s)
- Mark Zimmerman
- Department of Psychiatry and Human Behavior, Brown University School of Medicine, Rhode Island Hospital, Providence.
| | - Heather L Clark
- Department of Psychiatry and Human Behavior, Brown University School of Medicine, Rhode Island Hospital, Providence
| | - Matthew D Multach
- Department of Psychiatry and Human Behavior, Brown University School of Medicine, Rhode Island Hospital, Providence
| | - Emily Walsh
- Department of Psychiatry and Human Behavior, Brown University School of Medicine, Rhode Island Hospital, Providence
| | - Lia K Rosenstein
- Department of Psychiatry and Human Behavior, Brown University School of Medicine, Rhode Island Hospital, Providence
| | - Douglas Gazarian
- Department of Psychiatry and Human Behavior, Brown University School of Medicine, Rhode Island Hospital, Providence
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Williams AJ, Wallis E, Orkin C. HIV research trials versus standard clinics for antiretroviral-naïve patients: the outcomes differ but do the patients? Int J STD AIDS 2015; 27:537-42. [PMID: 25999167 DOI: 10.1177/0956462415586905] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Accepted: 04/20/2015] [Indexed: 11/15/2022]
Abstract
Exclusion criteria for HIV treatment-naïve drug trials can be stringent and selection bias exists, making it difficult to extrapolate results into the 'real world' clinical situation. We aim to compare the demographics, virological outcomes and psychosocial complexity in adult HIV-infected treatment-naïve patients from our cohort initiating combination antiretroviral therapy (cART) in research trials versus standard clinics. In our unit from 2006 to 2011, 1202 standard clinic and 69 research trial patients initiated cART; every eighth standard clinics patient was included to create a standard clinics:research trials patient ratio of 2:1. Notes were retrospectively reviewed for patient demographics, attendance rates and virological outcomes. Data from 221 antiretroviral-naïve patients starting cART were analysed: 152 standard clinic patients and 69 from research trials. In the research trials group, there was an overrepresentation of men (p = 0.041), men who have sex with men (p < 0.001), patients of white ethnicity (p = 0.01), employed patients (p = 0.01) and patients using excessive alcohol (p = 0.02). There was equal representation of drug use, depression and referral to psychology, psychiatry and social work in both groups. The research trials group at baseline had significantly higher CD4 counts (p < 0.001), lower viral loads (p = 0.01) and more patients achieved undetectable viral loads at three (p < 0.001), six (p < 0.001) and 24 months (p = 0.033). There is a prevailing common preconception that participants in clinical trials are uncomplicated, unlike their 'real-life' counterparts. We demonstrated important similarities in psychosocial complexity as well as differences in demographics and virological outcomes in trial and non-trial patients. Clinicians need to be aware of these discrepancies to ensure the facilitation of a heterogeneous population participating in research trials.
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Affiliation(s)
- A J Williams
- Department of Infection and Immunity, The Royal London Hospital, Barts Health NHS Trust, London, UK
| | - E Wallis
- Department of Infection and Immunity, The Royal London Hospital, Barts Health NHS Trust, London, UK
| | - C Orkin
- Department of Infection and Immunity, The Royal London Hospital, Barts Health NHS Trust, London, UK
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Visual aggregate analysis of eligibility features of clinical trials. J Biomed Inform 2015; 54:241-55. [PMID: 25615940 DOI: 10.1016/j.jbi.2015.01.005] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2014] [Revised: 11/23/2014] [Accepted: 01/12/2015] [Indexed: 12/20/2022]
Abstract
OBJECTIVE To develop a method for profiling the collective populations targeted for recruitment by multiple clinical studies addressing the same medical condition using one eligibility feature each time. METHODS Using a previously published database COMPACT as the backend, we designed a scalable method for visual aggregate analysis of clinical trial eligibility features. This method consists of four modules for eligibility feature frequency analysis, query builder, distribution analysis, and visualization, respectively. This method is capable of analyzing (1) frequently used qualitative and quantitative features for recruiting subjects for a selected medical condition, (2) distribution of study enrollment on consecutive value points or value intervals of each quantitative feature, and (3) distribution of studies on the boundary values, permissible value ranges, and value range widths of each feature. All analysis results were visualized using Google Charts API. Five recruited potential users assessed the usefulness of this method for identifying common patterns in any selected eligibility feature for clinical trial participant selection. RESULTS We implemented this method as a Web-based analytical system called VITTA (Visual Analysis Tool of Clinical Study Target Populations). We illustrated the functionality of VITTA using two sample queries involving quantitative features BMI and HbA1c for conditions "hypertension" and "Type 2 diabetes", respectively. The recruited potential users rated the user-perceived usefulness of VITTA with an average score of 86.4/100. CONCLUSIONS We contributed a novel aggregate analysis method to enable the interrogation of common patterns in quantitative eligibility criteria and the collective target populations of multiple related clinical studies. A larger-scale study is warranted to formally assess the usefulness of VITTA among clinical investigators and sponsors in various therapeutic areas.
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Verde PE, Ohmann C. Combining randomized and non-randomized evidence in clinical research: a review of methods and applications. Res Synth Methods 2014; 6:45-62. [DOI: 10.1002/jrsm.1122] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2013] [Revised: 04/11/2014] [Accepted: 04/21/2014] [Indexed: 12/11/2022]
Affiliation(s)
- Pablo E. Verde
- Coordination Center for Clinical Trials; University of Duesseldorf; Germany
| | - Christian Ohmann
- Coordination Center for Clinical Trials; University of Duesseldorf; Germany
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Koog YH, Wi H, Jung WY. Eligibility criteria in knee osteoarthritis clinical trials: systematic review. Clin Rheumatol 2013; 32:1569-74. [DOI: 10.1007/s10067-013-2342-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2013] [Accepted: 07/10/2013] [Indexed: 11/29/2022]
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Pressler TR, Kaizar EE. The use of propensity scores and observational data to estimate randomized controlled trial generalizability bias. Stat Med 2013; 32:3552-68. [PMID: 23553373 DOI: 10.1002/sim.5802] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2011] [Revised: 02/24/2013] [Accepted: 02/26/2013] [Indexed: 11/10/2022]
Abstract
Although randomized controlled trials are considered the 'gold standard' for clinical studies, the use of exclusion criteria may impact the external validity of the results. It is unknown whether estimators of effect size are biased by excluding a portion of the target population from enrollment. We propose to use observational data to estimate the bias due to enrollment restrictions, which we term generalizability bias. In this paper, we introduce a class of estimators for the generalizability bias and use simulation to study its properties in the presence of non-constant treatment effects. We find the surprising result that our estimators can be unbiased for the true generalizability bias even when all potentially confounding variables are not measured. In addition, our proposed doubly robust estimator performs well even for mis-specified models.
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Hoertel N, Le Strat Y, Limosin F, Dubertret C, Gorwood P. Prevalence of subthreshold hypomania and impact on internal validity of RCTs for major depressive disorder: results from a national epidemiological sample. PLoS One 2013; 8:e55448. [PMID: 23405152 PMCID: PMC3566200 DOI: 10.1371/journal.pone.0055448] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2012] [Accepted: 01/02/2013] [Indexed: 11/25/2022] Open
Abstract
Background Growing evidence supports the validity of distinguishing major depressive disorder (MDD) plus a lifetime history of subthreshold hypomania (D(m)) from pure MDD in psychiatric classifications. The present study sought to estimate the proportion of individuals with D(m) that would have been included in RCTs for MDD using typical eligibility criteria, and examine the potential impact of including these participants on internal validity. Methods Data were derived from the 2001–2002 National Epidemiological Survey on Alcohol and Related Conditions (NESARC), a national representative sample of 43,093 adults of the United States population. We examined the proportion of participants with a current diagnosis of pure MDD and D(m) that would have been eligible in clinical trials for MDD with a traditional set of eligibility criteria, and compared it with that of participants with bipolar 2 disorder if the same set of eligibility criteria was applied. We considered 4 models including different definitions of subthreshold hypomania. Results We found that more than 7 out of ten participants with pure MDD and with D(m) would have been excluded by at least one classical eligibility criterion. Prevalence rate of individuals with D(m) in RCTs for MDD with traditional eligibility criteria would have ranged from 7.98% to 22.59%. Overall exclusion rate of individuals with MDD plus at least 4 lifetime concomitant hypomanic probes significantly differ from those with pure MDD, whereas it was not significantly different in those with at least 2 lifetime concomitant hypomanic probes compared to those with bipolar 2 disorder. Conclusions The current design of clinical trials for MDD may suffer from impaired external validity and potential impaired internal validity, due to the inclusion of a substantial proportion of individuals with subthreshold hypomania presenting with similar pattern of exclusion rates to those with bipolar 2 disorder, possibly resulting in a selection bias.
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Affiliation(s)
- Nicolas Hoertel
- Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Corentin-Celton, Service de Psychiatrie, Issy-les-Moulineaux, France.
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van der Lem R, de Wever WWH, van der Wee NJA, van Veen T, Cuijpers P, Zitman FG. The generalizability of psychotherapy efficacy trials in major depressive disorder: an analysis of the influence of patient selection in efficacy trials on symptom outcome in daily practice. BMC Psychiatry 2012; 12:192. [PMID: 23137143 PMCID: PMC3572434 DOI: 10.1186/1471-244x-12-192] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/29/2012] [Accepted: 10/25/2012] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Treatment guidelines for major depressive disorder (MDD) are based on results from randomized clinical trials, among others in psychotherapy efficacy trials. However, patients in these trials differ from routine practice patients since trials use stringent criteria for patient selection. It is unknown whether the exclusion criteria used in psychotherapy efficacy trials (PETs) influence symptom outcome in clinical practice. We first explored which exclusion criteria are used in PETs. Second, we investigated the influence of commonly used exclusion criteria on symptom outcome in routine clinical practice. METHODS We performed an extensive literature search in PubMed, PsycInfo and additional databases for PETs for MDD. From these, we identified commonly used exclusion criteria. We investigated the influence of exclusion criteria on symptom outcome by multivariate regression models in a sample of patients suffering from MDD according to the MINIplus from a routine clinical practice setting (n=598). Data on routine clinical practice patients were gathered through Routine Outcome Monitoring. RESULTS We selected 20 PETs and identified the following commonly used exclusion criteria: 'a baseline severity threshold of HAM-D≤14', 'current or past abuse or dependence of alcohol and/or drugs' and 'previous use of medication or ECT'. In our routine clinical practice sample of patients suffering from MDD (n=598), presence of 'current or past abuse of or dependence on alcohol and/or drugs' had no significant influence on outcome.'Meeting a baseline severity threshold of HAM-D≤14' and 'previous use of medication or ECT' were associated with better outcome, but the explained variance of the models was very small (R2=2-11%). CONCLUSIONS The most consistently used exclusion criteria are not a major threat to the generalizability of results found in PETs. However, PETs do somewhat improve their results by exclusion of patients with minor depression and patients who used antidepressants prior to psychotherapy.
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Affiliation(s)
- Rosalind van der Lem
- Department of Psychiatry, Leiden University Medical Center/Rivierduinen, Albinusdreef 2, PO box 9600, Leiden, RC, The Netherlands.
| | - Wouter WH de Wever
- Department of Psychiatry, Leiden University Medical Center/Rivierduinen, Albinusdreef 2, PO box 9600, Leiden, RC, The Netherlands
| | - Nic JA van der Wee
- Department of Psychiatry, Leiden University Medical Center/Rivierduinen, Albinusdreef 2, PO box 9600, Leiden, RC, The Netherlands,Leiden Institute for Brain and Cognition, Albinusdreef 2, PO box 9600, Leiden, RC, The Netherlands
| | - Tineke van Veen
- Department of Psychiatry, Leiden University Medical Center/Rivierduinen, Albinusdreef 2, PO box 9600, Leiden, RC, The Netherlands
| | - Pim Cuijpers
- Department of Clinical Psychology, VU University, Van der Boechorststraat 1, Amsterdam, BT, 1081, the Netherlands
| | - Frans G Zitman
- Department of Psychiatry, Leiden University Medical Center/Rivierduinen, Albinusdreef 2, PO box 9600, Leiden, RC, The Netherlands
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Assessment of suicidal ideation and behavior in clinical trials: challenges and controversies. ACTA ACUST UNITED AC 2012. [DOI: 10.4155/cli.12.10] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Posner K, Brown GK, Stanley B, Brent DA, Yershova KV, Oquendo MA, Currier GW, Melvin GA, Greenhill L, Shen S, Mann JJ. The Columbia-Suicide Severity Rating Scale: initial validity and internal consistency findings from three multisite studies with adolescents and adults. Am J Psychiatry 2011; 168:1266-77. [PMID: 22193671 PMCID: PMC3893686 DOI: 10.1176/appi.ajp.2011.10111704] [Citation(s) in RCA: 2881] [Impact Index Per Article: 221.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
OBJECTIVE Research on suicide prevention and interventions requires a standard method for assessing both suicidal ideation and behavior to identify those at risk and to track treatment response. The Columbia-Suicide Severity Rating Scale (C-SSRS) was designed to quantify the severity of suicidal ideation and behavior. The authors examined the psychometric properties of the scale. METHOD The C-SSRS's validity relative to other measures of suicidal ideation and behavior and the internal consistency of its intensity of ideation subscale were analyzed in three multisite studies: a treatment study of adolescent suicide attempters (N=124); a medication efficacy trial with depressed adolescents (N=312); and a study of adults presenting to an emergency department for psychiatric reasons (N=237). RESULTS The C-SSRS demonstrated good convergent and divergent validity with other multi-informant suicidal ideation and behavior scales and had high sensitivity and specificity for suicidal behavior classifications compared with another behavior scale and an independent suicide evaluation board. Both the ideation and behavior subscales were sensitive to change over time. The intensity of ideation subscale demonstrated moderate to strong internal consistency. In the adolescent suicide attempters study, worst-point lifetime suicidal ideation on the C-SSRS predicted suicide attempts during the study, whereas the Scale for Suicide Ideation did not. Participants with the two highest levels of ideation severity (intent or intent with plan) at baseline had higher odds for attempting suicide during the study. CONCLUSIONS These findings suggest that the C-SSRS is suitable for assessment of suicidal ideation and behavior in clinical and research settings.
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Affiliation(s)
- Kelly Posner
- Department of Psychiatry, Division of Child and Adolescent Psychiatry, Columbia University, College of Physicians and Surgeons, New York, USA.
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Treatment of major depressive disorder and dysthymic disorder with antidepressants in patients with comorbid opiate use disorders enrolled in methadone maintenance therapy: a meta-analysis. J Clin Psychopharmacol 2011; 31:582-6. [PMID: 21869696 DOI: 10.1097/jcp.0b013e31822c0adf] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Depression and opiate-use disorders (abuse, dependence) often co-occur, each condition complicating the course and outcome of the other. It has been recommended that clinicians prescribe antidepressant therapy for mood symptoms in patients with active substance-use disorders, but whether antidepressants are effective in this specific population is not entirely clear. Therefore, the aim of this study was to examine the efficacy of antidepressants in patients with unipolar major depressive disorder (MDD) and/or dysthymic disorder (DD) with comorbid opiate-use disorders currently in methadone maintenance treatment (MMT). Medline/PubMed publication databases were searched for randomized, double-blind, placebo-controlled trials of antidepressants used as monotherapy for the treatment of MDD/DD in patients with comorbid opiate-use disorders currently in MMT. The search was limited to articles published between January 1, 1980, and June 30, 2010 (inclusive). Four manuscripts were found eligible for inclusion in our analysis (n = 317 patients). We found no statistically significant difference in response rates between antidepressant and placebo therapy in trials of MDD/DD patients with comorbid opiate-use disorders currently in MMT (risk ratio for response, 1.182; 95% CI: 0.822-1.700; P = 0.366). These results show no difference in the depressive outcome of patients with comorbid opiate-use disorders on MMT whether they are on medication or placebo. Future studies examining the effectiveness of antidepressants while controlling for several variables such as psychosocial treatment and assessing the specific classes of antidepressants are needed.
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30
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Kaizar EE. Estimating treatment effect via simple cross design synthesis. Stat Med 2011; 30:2986-3009. [DOI: 10.1002/sim.4339] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2009] [Accepted: 06/16/2011] [Indexed: 11/05/2022]
Affiliation(s)
- Eloise E. Kaizar
- Department of Statistics; The Ohio State University; Columbus; Ohio; 43210; USA
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van der Lem R, van der Wee NJA, van Veen T, Zitman FG. The generalizability of antidepressant efficacy trials to routine psychiatric out-patient practice. Psychol Med 2011; 41:1353-1363. [PMID: 21078225 DOI: 10.1017/s0033291710002175] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Generalizability of antidepressant efficacy trials (AETs) to daily practice is questioned because of their very stringent patient selection. This study aims to determine eligibility for AETs of out-patients suffering from major depression in a routine out-patient setting and investigates influence of eligibility on treatment outcome. METHOD Data collection (n = 1653) was performed through routine outcome monitoring by independent trained research nurses. The Mini-International Neuropsychiatric Interview Plus and the Dimensional Assessment of Personality Pathology, short Dutch version were used for diagnostic assessment and personality pathology screening. The Montgomery-Asberg Depression Rating Scale (MADRS) was used for assessment of baseline severity and treatment outcome. Eligibility was assessed by stepwise application of commonly used exclusion criteria. Influence of eligibility on treatment outcome was investigated in a subsample of the 1653 patients who had at least one follow-up assessment (n = 626). Eligible and non-eligible patients were compared on proportion of response (50% reduction) and remission on MADRS (MADRS ≤ 10). RESULTS Altogether, 17-25% of the patients were eligible for AETs. The most common reasons for exclusion would be 'not meeting minimum baseline severity' and 'presence of co-morbid Axis I disorder'. Eligible and non-eligible patients did not differ in treatment outcome. Only 'meeting the minimum baseline severity' is associated with remission. CONCLUSIONS The majority of 'real life' out-patients are not eligible for AETs. However, the influence of eligibility on treatment outcome seems to be small. This suggests that stringent patient selection by eligibility criteria is not the major reason for lack of generalizability of AETs. Exclusion of less severely depressed patients from the analyses resulted in better treatment outcome. Milder depression is highly prevalent in daily practice and more research into treatment effectiveness in milder depression is warranted.
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Affiliation(s)
- R van der Lem
- Leiden University Medical Center/Rivierduinen, Department of Psychiatry, Leiden, The Netherlands.
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32
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Tsai AC, Weiser SD, Petersen ML, Ragland K, Kushel MB, Bangsberg DR. A marginal structural model to estimate the causal effect of antidepressant medication treatment on viral suppression among homeless and marginally housed persons with HIV. ACTA ACUST UNITED AC 2011; 67:1282-90. [PMID: 21135328 DOI: 10.1001/archgenpsychiatry.2010.160] [Citation(s) in RCA: 91] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
CONTEXT Depression strongly predicts nonadherence to human immunodeficiency virus (HIV) antiretroviral therapy, and adherence is essential to maintaining viral suppression. This suggests that pharmacologic treatment of depression may improve virologic outcomes. However, previous longitudinal observational analyses have inadequately adjusted for time-varying confounding by depression severity, which could yield biased estimates of treatment effect. Application of marginal structural modeling to longitudinal observation data can, under certain assumptions, approximate the findings of a randomized controlled trial. OBJECTIVE To determine whether antidepressant medication treatment increases the probability of HIV viral suppression. DESIGN Community-based prospective cohort study with assessments conducted every 3 months. SETTING Community-based research field site in San Francisco, California. PARTICIPANTS One hundred fifty-eight homeless and marginally housed persons with HIV who met baseline immunologic (CD4+ T-lymphocyte count, <350/μL) and psychiatric (Beck Depression Inventory II score, >13) inclusion criteria, observed from April 2002 through August 2007. MAIN OUTCOME MEASURES Probability of achieving viral suppression to less than 50 copies/mL. Secondary outcomes of interest were probability of being on an antiretroviral therapy regimen, 7-day self-reported percentage adherence to antiretroviral therapy, and probability of reporting complete (100%) adherence. RESULTS Marginal structural models estimated a 2.03 greater odds of achieving viral suppression (95% confidence interval [CI], 1.15-3.58; P = .02) resulting from antidepressant medication treatment. In addition, antidepressant medication use increased the probability of antiretroviral uptake (weighted odds ratio, 3.87; 95% CI, 1.98-7.58; P < .001). Self-reported adherence to antiretroviral therapy increased by 25 percentage points (95% CI, 14-36; P < .001), and the odds of reporting complete adherence nearly doubled (weighted odds ratio, 1.94; 95% CI, 1.20-3.13; P = .006). CONCLUSIONS Antidepressant medication treatment increases viral suppression among persons with HIV. This effect is likely attributable to improved adherence to a continuum of HIV care, including increased uptake and adherence to antiretroviral therapy.
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Affiliation(s)
- Alexander C Tsai
- Langley Porter Psychiatric Institute, University of California at San Francisco, USA
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Okuda M, Hasin DS, Olfson M, Khan SS, Nunes EV, Montoya I, Liu SM, Grant BF, Blanco C. Generalizability of clinical trials for cannabis dependence to community samples. Drug Alcohol Depend 2010; 111:177-81. [PMID: 20537813 PMCID: PMC3227418 DOI: 10.1016/j.drugalcdep.2010.04.009] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2009] [Revised: 02/16/2010] [Accepted: 04/27/2010] [Indexed: 11/30/2022]
Abstract
There is growing concern that results of tightly controlled clinical trials may not generalize to broader community samples. To assess the proportion of community dwelling adults with cannabis dependence who would have been eligible for a typical cannabis dependence treatment study, we applied a standard set of eligibility criteria commonly used in cannabis outcome studies to a large (N=43,093) representative US adult sample interviewed face-to-face, the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC). Approximately 80% of the community sample of adults with a diagnosis of cannabis dependence (N=133) would be excluded from participating in clinical trials by one or more of the common eligibility criteria. Individual study criteria excluded from 0% to 41.0% of the community sample. Legal problems, other illicit drug use disorders, and current use of fewer than 5 joints/week excluded the largest percentage of individuals. These results extend to cannabis dependence concerns that typical clinical trials likely exclude most community dwelling adults with the disorder. The results also support the notion that clinical trials tend to recruit highly selective samples, rather than adults who are representative of typical patients. Clinical trials should carefully evaluate the effects of eligibility criteria on the generalizability of their results. Even in efficacy trials, stringent exclusionary criteria could limit the representativeness of study results.
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Affiliation(s)
- Mayumi Okuda
- New York State Psychiatric Institute/Department of Psychiatry, College of Physicians and Surgeons of Columbia University, 1051 Riverside Drive, New York, NY 10032
| | - Deborah S. Hasin
- New York State Psychiatric Institute/Department of Psychiatry, College of Physicians and Surgeons of Columbia University, 1051 Riverside Drive, New York, NY 10032,Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY 10032
| | - Mark Olfson
- New York State Psychiatric Institute/Department of Psychiatry, College of Physicians and Surgeons of Columbia University, 1051 Riverside Drive, New York, NY 10032
| | - Sharaf S. Khan
- New York State Psychiatric Institute/Department of Psychiatry, College of Physicians and Surgeons of Columbia University, 1051 Riverside Drive, New York, NY 10032
| | - Edward V. Nunes
- New York State Psychiatric Institute/Department of Psychiatry, College of Physicians and Surgeons of Columbia University, 1051 Riverside Drive, New York, NY 10032
| | - Ivan Montoya
- Division of Pharmacotherapies and Medical Consequences of Drug Abuse, National Institute on Drug Abuse, National Institutes of Health, 6001 Executive Boulevard, Room 4143, Bethesda, MD 20892-9551
| | - Shang-Min Liu
- New York State Psychiatric Institute/Department of Psychiatry, College of Physicians and Surgeons of Columbia University, 1051 Riverside Drive, New York, NY 10032
| | - Bridget F. Grant
- Laboratory of Epidemiology and Biometry, Division of Intramural Clinical and Biological Research, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD 20892
| | - Carlos Blanco
- New York State Psychiatric Institute/Department of Psychiatry, College of Physicians and Surgeons of Columbia University, 1051 Riverside Drive, New York, NY 10032
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LaFrance WC, Keitner GI, Papandonatos GD, Blum AS, Machan JT, Ryan CE, Miller IW. Pilot pharmacologic randomized controlled trial for psychogenic nonepileptic seizures. Neurology 2010; 75:1166-73. [PMID: 20739647 DOI: 10.1212/wnl.0b013e3181f4d5a9] [Citation(s) in RCA: 111] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE There have been few treatment trials for psychogenic nonepileptic seizures (PNES). Some psychotherapies have been shown to improve PNES and comorbid symptom outcomes. We evaluated a pharmacologic intervention to test the hypothesis that sertraline would reduce PNES. METHODS We conducted a pilot, double-blind, randomized, placebo-controlled trial in an academic medical hospital with epilepsy center outpatients. Subjects aged 18 to 65 years diagnosed with video-EEG-confirmed PNES were treated with flexible-dose sertraline or placebo over 12 weeks. Seizure calendars and symptom scales were charted prospectively. Secondary outcome measures included psychiatric symptom scales and psychosocial variables. RESULTS Thirty-eight subjects enrolled, and 26 (68%) completed the trial. Thirty-three subjects with nonzero nonepileptic seizure rates at baseline were included in intent-to-treat analysis of the primary outcome. Subjects assigned to the sertraline arm experienced a 45% reduction in seizure rates from baseline to final visit (p = 0.03) vs an 8% increase in placebo (p = 0.78). Secondary outcome scales revealed no significant between-group differences in change scores from baseline to final visit, after adjustment for differences at baseline. CONCLUSIONS PNES were reduced in patients treated with a serotonin selective reuptake inhibitor, whereas those treated with placebo slightly increased. This study provides feasibility data for a larger-scale study. LEVEL OF EVIDENCE This study provides Class II evidence that flexible-dose sertraline up to a maximum dose of 200 mg is associated with a nonsignificant reduction in PNES rate compared with a placebo control arm (risk ratio 0.51, 95% confidence interval 0.25-1.05, p = 0.29), adjusting for differences at baseline.
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Affiliation(s)
- W C LaFrance
- Department of Neurology and Comprehensive Epilepsy Program, Rhode Island Hospital, Brown Medical School, Providence, RI 02903, USA.
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Outliers on the dose-response curve: how to minimize this problem using therapeutic drug monitoring, an underutilized tool in psychiatry. J Psychiatr Pract 2010; 16:177-82. [PMID: 20485106 DOI: 10.1097/01.pra.0000375714.93078.a8] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
This column continues the discussion of outliers on the dose-response curve begun in earlier columns. It focuses on therapeutic drug monitoring (TDM) as an underutilized tool in psychiatry to minimize this problem. The scientific rationale for dose adjustment based on TDM is presented and its efficiency is contrasted with dose adjustment based on clinical assessment of response. In current practice, the use of TDM with psychiatric drugs is generally restricted to drugs with narrow therapeutic windows or drugs imported into psychiatry from neurology where TDM is more commonly used. Examples of each of these types of drugs are cited.
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Has Behavioral Science Tumbled Through The Biological Looking Glass? Will Brief, Evidence-Based Training Return it from the Rabbit Hole? BEHAVIOR AND SOCIAL ISSUES 2010. [DOI: 10.5210/bsi.v19i0.2240] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Sinyor M, Schaffer A, Levitt A. The sequenced treatment alternatives to relieve depression (STAR*D) trial: a review. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2010; 55:126-35. [PMID: 20370962 DOI: 10.1177/070674371005500303] [Citation(s) in RCA: 234] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
OBJECTIVE The Sequenced Treatment Alternatives to Relieve Depression (STAR*D) trial is the largest open-label, pragmatic trial that has been undertaken to examine the treatment of major depressive disorder. At a cost of US$35 million over 6 years, STAR*D sought to test the effectiveness both of pharmacotherapy and of cognitive therapy, and to ascertain whether certain treatments are more optimal after one or more failed trials. METHOD Patients (n = 2876) who presented to either a psychiatry or family practice setting seeking treatment for depression were included in the STAR*D analysis. In the 4 levels of STAR*D, patients were randomized to various treatment monotherapies, combinations, or augmentation strategies. The primary outcome was remission, based on the Hamilton Depression Rating Scale. Secondary outcomes were response, as measured by clinician and patient self-report as well as various measures of patients' level of function and (or) quality of life. RESULTS Remission rates for treatment levels 1 to 2 and 3 to 4 were 18% to 30% and 7% to 25%, respectively. There was no difference in effectiveness between any treatments at any treatment level. Patients with longer index episodes, more concurrent psychiatric or general medical disorders, and (or) lower measures of baseline function were less likely to achieve remission. There were no major differences between outcomes in patients treated in primary, compared with specialist care, nor were there significant differences between depression rating scores obtained through clinician ratings, compared with self-report. CONCLUSION Results of the STAR*D trial have shed important light on the effectiveness of current treatment strategies for patients with depression.
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Affiliation(s)
- Mark Sinyor
- Department of Psychiatry, University of Toronto, Toronto, Ontario
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LaFrance WC, Miller IW, Ryan CE, Blum AS, Solomon DA, Kelley JE, Keitner GI. Cognitive behavioral therapy for psychogenic nonepileptic seizures. Epilepsy Behav 2009; 14:591-6. [PMID: 19233313 DOI: 10.1016/j.yebeh.2009.02.016] [Citation(s) in RCA: 133] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2009] [Accepted: 02/14/2009] [Indexed: 11/17/2022]
Abstract
Treatment trials for psychogenic nonepileptic seizures (PNES) are few, despite the high prevalence and disabling nature of the disorder. We evaluated the effect of cognitive behavioral therapy (CBT) on reduction of PNES. Secondary measures included psychiatric symptom scales and psychosocial variables. We conducted a prospective clinical trial assessing the frequency of PNES in outpatients treated using a CBT for PNES manual. Subjects diagnosed with video/EEG-confirmed PNES were treated with CBT for PNES conducted in 12 weekly sessions. Seizure calendars were charted prospectively. Twenty-one subjects enrolled, and 17 (81%) completed the CBT intervention. Eleven of the 17 completers reported no seizures by their final CBT session. Mean scores on scales of depression, anxiety, somatic symptoms, quality of life, and psychosocial functioning showed improvement from baseline to final session. CBT for PNES reduced the number of PNES and improved psychiatric symptoms, psychosocial functioning, and quality of life.
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Affiliation(s)
- W Curt LaFrance
- Department of Psychiatry and Human Behavior, Rhode Island Hospital, Brown Medical School, Providence, RI 02903, USA.
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Wyatt WJ. Behavior analysis in the era of medicalization: the state of the science and recommendations for practitioners. Behav Anal Pract 2009; 2:49-57. [PMID: 22477707 PMCID: PMC2859795 DOI: 10.1007/bf03391748] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Recent decades have witnessed an increase in biological explanations of common disorders such as depression and anxiety, a phenonmenon termed "medicalization" (Conrad, 2007). Behavior analysts may find it difficult to implement non-drug treatment with a populace that has become inundated with biological explanations and a preference for medication as the treatment of choice. Research frequently cited in support of medicalization includes studies of drug effectiveness, as well as family studies and studies of brain structure and function. Methodological and interpretation difficulties within those bodies of research are described and recommendations are made so that behavioral practitioners may function optimally within the culture of biological causation.
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Kamholz BW, Gulliver SB, Helstrom A, Morissette SB. Implications of participant self-selection for generalizability: who participates in smoking laboratory research? Subst Use Misuse 2009; 44:343-56. [PMID: 19212926 DOI: 10.1080/10826080802345051] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
The generalizability of data from laboratory smoking studies using volunteer samples is debatable. We tracked potential participants from first contact with research staff through screening to study completion. We found that a minority of individuals were ultimately enrolled in the study. Failure to enroll was as often a function of participant lack of attendance at the laboratory as a function of ineligibility. With some exceptions, groups of potential participants were similar regarding demographic characteristics and substance use history. These findings support the generalizability of the sample and highlight the importance of documenting details of study eligibility and participation. The study's limitations are noted.
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Affiliation(s)
- Barbara W Kamholz
- VA Boston Healthcare System, Boston University, Boston, Massachusetts, USA
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Boehnlein JK, Kinzie JD. Pharmacologic reduction of CNS noradrenergic activity in PTSD: the case for clonidine and prazosin. J Psychiatr Pract 2007; 13:72-8. [PMID: 17414682 DOI: 10.1097/01.pra.0000265763.79753.c1] [Citation(s) in RCA: 87] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
This article reviews the neurobiologic rationale for and presents clinical guidance concerning the use of medications that reduce central nervous system noradrenergic activity in the treatment of intrusive symptoms of posttraumatic stress disorder. The authors reviewed neurobiological studies, nonclinical studies using animal models, clinical case reports, open-label drug studies, and blinded, placebo-controlled drug studies. This review of the basic science and clinical literature, and the authors' clinical experience with culturally and demographically diverse populations, indicate that clonidine and prazosin can play a useful role in treating sleep disturbance and hyperarousal in posttraumatic stress disorder, with minimal adverse effects and low financial cost.
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Affiliation(s)
- James K Boehnlein
- Department of Psychiatry, Oregon Health & Science University, Portland, OR 97239, USA.
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Zimmerman M, McGlinchey JB, Young D, Chelminski I. Diagnosing major depressive disorder IX: are patients who deny low mood a distinct subgroup? J Nerv Ment Dis 2006; 194:864-9. [PMID: 17102712 DOI: 10.1097/01.nmd.0000244564.54694.87] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
A dysphoric mood is not required for the diagnosis of DSM-IV major depressive disorder. Individuals who deny depression, sadness, or feeling blue may nonetheless be diagnosed with major depressive disorder if they have lost interest or pleasure in all, or almost all, of their usual activities, and experienced at least four other symptoms of depression. The underlying assumption is that depressed patients without low mood are no different than depressed patients who report dysphoric mood. In the present report from the Rhode Island Methods to Improve Diagnostic Assessment and Services project, we examined the validity of this assumption. We compared the demographic, family history, and clinical characteristics of patients who met the DSM-IV criteria for a current major depressive episode who did (N = 839) and did not (N = 63) report low mood. Patients without depressed mood were significantly younger, and their current episodes were briefer, less severe, and associated with less suicidality and less psychosocial impairment. The results thus do not support DSM-IV's implicit assumption of no difference between depressed patients who do and do not report low mood. The alternative ways this might be addressed in future editions of the DSM are discussed.
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Affiliation(s)
- Mark Zimmerman
- Department of Psychiatry and Human Behavior, Brown University School of Medicine, Rhode Island Hospital, Providence, Rhode Island, USA.
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Abstract
Evidence that is both accurate (internally valid) and relevant (externally valid) is needed to decide which treatment is best for a particular patient. Evidence rankings facilitate the marshalling of evidence on clinical decisions in the common context of an overwhelming number of studies, some with conflicting results. Evidence from randomized control trials is typically ranked above evidence from non-experimental studies since rankings are based primarily, if not exclusively, on considerations of internal validity. We propose that evidence rankings should consider equally both internal and external validity. External validity includes how closely the study population, the institution types in the study, the types of physicians in the study, the role of clinician decision-making (e.g. dose adjustment) in the study, and the role of patient preferences in the study resemble those in actual practice. The example of spironolactone use in heart failure illustrates the danger in using evidence that is internally but not externally valid. Ideally, a treatment should only be used when both internally and externally valid evidence indicates that it will be useful for the particular patient.
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Rambelomanana S, Depont F, Forest K, Hébert G, Blazejewski S, Fourrier-Réglat A, Molimard M, Moore N. Antidepressants: general practitioners' opinions and clinical practice. Acta Psychiatr Scand 2006; 113:460-7. [PMID: 16677222 DOI: 10.1111/j.1600-0447.2006.00793.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To describe and compare general practitioners' (GPs) opinions on antidepressant drugs and their prescriptions to depressed patients. METHOD Between November 2000 and July 2001 a representative sample of French GPs was asked their opinion of the 15 most prescribed antidepressants, and then to describe the treatments of the current depressive episode of four depressive patients each, their changes and the reasons thereof. RESULTS One hundred and eighty-one GPs and 778 patients participated. The best-ranked antidepressants by the GPs were paroxetine, fluoxetine, sertraline and clomipramine for efficacy, and paroxetine, tianeptine, sertraline and fluoxetine for tolerability. In patients, the drugs most often prescribed were fluoxetine, paroxetine, and sertraline. Those least often stopped for intolerance were moclobemide (0%), dosulepine (0%), venlafaxine (4.5%) and citalopram (5.0%), and maprotiline (0%), citalopram (1.7%) and venlafaxine (2.3%) for lack of efficacy. The best predictor for prescription of antidepressants was the GPs' overall ranking, itself depending on opinions of the tolerability and efficacy of the drug. However, opinions of tolerability and efficacy were not related to the rates of treatment discontinuation for intolerability or inefficacy. CONCLUSION Prescriber opinion does not seem related to actual product performance.
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Gandhi M, Ameli N, Bacchetti P, Sharp GB, French AL, Young M, Gange SJ, Anastos K, Holman S, Levine A, Greenblatt RM. Eligibility criteria for HIV clinical trials and generalizability of results: the gap between published reports and study protocols. AIDS 2005; 19:1885-96. [PMID: 16227797 DOI: 10.1097/01.aids.0000189866.67182.f7] [Citation(s) in RCA: 73] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE Applicability of randomized controlled clinical trial (RCT) results to 'real world' situations is dependent on the comparability of trial participants to general patient populations. A full disclosure of criteria employed for trial enrollment is necessary for clinicians to assess generalizability. We sought to assess both the impact on generalizability and the disclosure rate of enrollment criteria for 32 major HIV RCTs in the AIDS Clinical Trial Group (ACTG) and Community Programs for Clinical Research on AIDS (CPCRA) trial networks. DESIGN AND METHODS Eligibility criteria were compared in complete protocols to criteria listed in publications from these 32 NIH-funded HIV RCTs. We then applied these criteria to the Women's Interagency HIV Study (WIHS), the largest cohort study of HIV-infected women in the US. RESULTS When applied to WIHS, eligibility criteria from protocols excluded 0-67.6% (median 42%) of WIHS participants (50.6% excluded from ACTG trials). Eligibility criteria in publications excluded 0-62% (median 19.6%) of WIHS (21.2% excluded from ACTG trials). The number of women in WIHS seemingly ineligible for trial participation per enrollment criteria listed in publications averaged only 60% of those actually excluded based on the protocols. CONCLUSIONS We found that HIV RCT eligibility criteria excluded a large proportion of a representative cohort of HIV-infected women from trial participation. Furthermore, trial publications are not fully reflective of protocols in terms of disclosing eligibility criteria. Standardization and full disclosure of trial methodology will allow clinicians and researchers to more fully assess the generalizability of findings to their patient populations.
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Affiliation(s)
- Monica Gandhi
- Department of Medicine, University of California, San Francisco 94122, USA.
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