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A novel application of the Intent to Attend assessment to reduce bias due to missing data in a randomized controlled clinical trial
Rabideau, Dustin J; Nierenberg, Andrew A; Sylvia, Louisa G; Friedman, Edward S; Bowden, Charles L; Thase, Michael E; Ketter, Terence A; Ostacher, Michael J; Reilly-Harrington, Noreen; Iosifescu, Dan V; Calabrese, Joseph R; Leon, Andrew C; Schoenfeld, David A
BACKGROUND: Missing data are unavoidable in most randomized controlled clinical trials, especially when measurements are taken repeatedly. If strong assumptions about the missing data are not accurate, crude statistical analyses are biased and can lead to false inferences. Furthermore, if we fail to measure all predictors of missing data, we may not be able to model the missing data process sufficiently. In longitudinal randomized trials, measuring a patient's intent to attend future study visits may help to address both of these problems. Leon et al. developed and included the Intent to Attend assessment in the Lithium Treatment - Moderate dose Use Study (LiTMUS), aiming to remove bias due to missing data from the primary study hypothesis. PURPOSE: The purpose of this study is to assess the performance of the Intent to Attend assessment with regard to its use in a sensitivity analysis of missing data. METHODS: We fit marginal models to assess whether a patient's self-rated intent predicted actual study adherence. We applied inverse probability of attrition weighting (IPAW) coupled with patient intent to assess whether there existed treatment group differences in response over time. We compared the IPAW results to those obtained using other methods. RESULTS: Patient-rated intent predicted missed study visits, even when adjusting for other predictors of missing data. On average, the hazard of retention increased by 19% for every one-point increase in intent. We also found that more severe mania, male gender, and a previously missed visit predicted subsequent absence. Although we found no difference in response between the randomized treatment groups, IPAW increased the estimated group difference over time. LIMITATIONS: LiTMUS was designed to limit missed study visits, which may have attenuated the effects of adjusting for missing data. Additionally, IPAW can be less efficient and less powerful than maximum likelihood or Bayesian estimators, given that the parametric model is well specified. CONCLUSIONS: In LiTMUS, the Intent to Attend assessment predicted missed study visits. This item was incorporated into our IPAW models and helped reduce bias due to informative missing data. This analysis should both encourage and facilitate future use of the Intent to Attend assessment along with IPAW to address missing data in a randomized trial.
PMCID:4247354
PMID: 24872362
ISSN: 1740-7753
CID: 2389072
Evaluation of a corticotropin releasing hormone type 1 receptor antagonist in women with posttraumatic stress disorder: study protocol for a randomized controlled trial
Dunlop, Boadie W; Rothbaum, Barbara O; Binder, Elisabeth B; Duncan, Erica; Harvey, Philip D; Jovanovic, Tanja; Kelley, Mary E; Kinkead, Becky; Kutner, Michael; Iosifescu, Dan V; Mathew, Sanjay J; Neylan, Thomas C; Kilts, Clinton D; Nemeroff, Charles B; Mayberg, Helen S
BACKGROUND: Pharmacologic treatment options for posttraumatic stress disorder (PTSD) are limited in number and effectiveness. Medications currently in use to treat PTSD were originally approved based on their efficacy in other disorders, such as major depression. Substantial research in PTSD suggests that increased activity of corticotropin releasing hormone (CRH)-containing circuits are involved in the pathophysiology of the disease. This Phase II trial aims to evaluate the efficacy of a CRH type 1 receptor (CRHR1) antagonist in the treatment of PTSD. METHODS/DESIGN: Currently untreated adult women, ages 18 to 65 years, with a primary psychiatric diagnosis of PTSD of at least 3 months' duration, are being enrolled in a parallel-group, double-blind, placebo-controlled, randomized clinical trial evaluating the efficacy and safety of GSK561679, a novel CRHR1 receptor antagonist. GSK561679 (or matching placebo) is prescribed at a fixed dose of 350 mg nightly for six weeks. The primary trial hypothesis is that GSK561679 will reduce symptoms of PTSD, as measured by the Clinician-Administered PTSD Scale (CAPS), significantly more than placebo after six weeks of treatment. Putative biological markers of PTSD which may influence treatment response are measured prior to randomization and after five weeks' exposure to the study medication, including: fear conditioning and extinction using psychophysiological measures; variants of stress-related genes and gene expression profiles; and indices of HPA axis reactivity. In addition, the impact of PTSD and treatment on neuropsychological performance and functional capacity are assessed at baseline and after the fifth week of study medication. After completion of the six-week double blind treatment period, subjects enter a one-month follow-up period to monitor for sustained response and resolution of any adverse effects. DISCUSSION: Considerable preclinical and human research supports the hypothesis that alterations in central nervous system CRH neuronal activity are a potential mediator of PTSD symptoms. This study is the first to assess the efficacy of a specific antagonist of a CRH receptor in the treatment of PTSD. Furthermore, the biological and neuropsychological measures included in this trial will substantially inform our understanding of the mechanisms of PTSD. TRIAL REGISTRATION: Clinicaltrials.gov Identifier: NCT01018992.Registered 6 November 2009. First patient randomized 14 January 2010.
PMCID:4082482
PMID: 24950747
ISSN: 1745-6215
CID: 2389062
Efficacy of intravenous ketamine for treatment of chronic posttraumatic stress disorder: a randomized clinical trial
Feder, Adriana; Parides, Michael K; Murrough, James W; Perez, Andrew M; Morgan, Julia E; Saxena, Shireen; Kirkwood, Katherine; Aan Het Rot, Marije; Lapidus, Kyle A B; Wan, Le-Ben; Iosifescu, Dan; Charney, Dennis S
IMPORTANCE: Few pharmacotherapies have demonstrated sufficient efficacy in the treatment of posttraumatic stress disorder (PTSD), a chronic and disabling condition. OBJECTIVE: To test the efficacy and safety of a single intravenous subanesthetic dose of ketamine for the treatment of PTSD and associated depressive symptoms in patients with chronic PTSD. DESIGN, SETTING, AND PARTICIPANTS: Proof-of-concept, randomized, double-blind, crossover trial comparing ketamine with an active placebo control, midazolam, conducted at a single site (Icahn School of Medicine at Mount Sinai, New York, New York). Forty-one patients with chronic PTSD related to a range of trauma exposures were recruited via advertisements. INTERVENTIONS: Intravenous infusion of ketamine hydrochloride (0.5 mg/kg) and midazolam (0.045 mg/kg). MAIN OUTCOMES AND MEASURES: The primary outcome measure was change in PTSD symptom severity, measured using the Impact of Event Scale-Revised. Secondary outcome measures included the Montgomery-Asberg Depression Rating Scale, the Clinical Global Impression-Severity and -Improvement scales, and adverse effect measures, including the Clinician-Administered Dissociative States Scale, the Brief Psychiatric Rating Scale, and the Young Mania Rating Scale. RESULTS: Ketamine infusion was associated with significant and rapid reduction in PTSD symptom severity, compared with midazolam, when assessed 24 hours after infusion (mean difference in Impact of Event Scale-Revised score, 12.7 [95% CI, 2.5-22.8]; P = .02). Greater reduction of PTSD symptoms following treatment with ketamine was evident in both crossover and first-period analyses, and remained significant after adjusting for baseline and 24-hour depressive symptom severity. Ketamine was also associated with reduction in comorbid depressive symptoms and with improvement in overall clinical presentation. Ketamine was generally well tolerated without clinically significant persistent dissociative symptoms. CONCLUSIONS AND RELEVANCE: This study provides the first evidence for rapid reduction in symptom severity following ketamine infusion in patients with chronic PTSD. If replicated, these findings may lead to novel approaches to the pharmacologic treatment of patients with this disabling condition. TRIAL REGISTRATION: clinicaltrials.gov Identifier: NCT00749203.
PMID: 24740528
ISSN: 2168-622x
CID: 1318262
A Randomized Controlled Trial of Intranasal Ketamine in Treatment Resistant Major Depression [Meeting Abstract]
Lapidus, Kyle AB; Levitch, Cara; Perez, Andrew M; Brallier, Jess; Parides, Michael K; Soleimani, Laili; Feder, Adriana; Iosifescu, Dan V; Charney, Dennis S; Murrough, James W
ISI:000334101800137
ISSN: 1873-2402
CID: 2390182
Cognitive-Emotional Training as an Intervention for Major Depressive Disorder [Meeting Abstract]
Iacoviello, Brian; Huryk, Kathryn; Alvarez, Evan; Collins, Katherine; Murrough, James; Iosifescu, Dan; Charney, Dennis
ISI:000334101800365
ISSN: 1873-2402
CID: 2390192
Effectiveness of Synchronized Transcranial Magnetic Stimulation (sTMS) for Treatment of Major Depression [Meeting Abstract]
Leuchter, Andrew; Phillips, Bill; Cook, Ian; Feifel, David; Goethe, John; Husain, Mustafa; Carpenter, Linda; Thase, Michael; Burke, William; Sheline, Yvette; Aaronson, Scott; Iosifescu, Dan; Gilmer, William; Lisanby, Sarah; George, Mark
ISI:000334101800370
ISSN: 1873-2402
CID: 2390202
Clinical Moderators of Antidepressant Response to Ketamine: A Bayesian Analysis [Meeting Abstract]
Foulkes, Alexandra L; Green, Charles E; Murrough, James W; Chang, Lee C; Al Jurdi, Rayan K; Iosifescu, Dan V; Mathew, Sanjay J
ISI:000334101800387
ISSN: 1873-2402
CID: 2390212
Tissue-specific differences in brain phosphodiesters in late-life major depression
Harper, David G; Jensen, J Eric; Ravichandran, Caitlin; Sivrioglu, Yusuf; Silveri, Marisa; Iosifescu, Dan V; Renshaw, Perry F; Forester, Brent P
OBJECTIVE: Late-life depression has been hypothesized to have a neurodegenerative component that leads to impaired executive function and increases in subcortical white matter hyperintensities. Phosphorus magnetic resonance spectroscopy (MRS) can quantify several important phosphorus metabolites in the brain, particularly the anabolic precursors and catabolic metabolites of the constituents of cell membranes, which could be altered by neurodegenerative activity. METHODS: Ten patients with late-life major depression who were medication free at time of study and 11 aged normal comparison subjects were studied using (31)P MRS three-dimensional chemical shift imaging at 4 Tesla. Phosphatidylcholine and phosphatidylethanolamine comprise 90% of cell membranes in brain but cannot be quantified precisely with (31)P MRS. We measured phosphocholine and phosphoethanolamine, which are anabolic precursors, as well as glycerophosphocholine and glycerophosphoethanolamine, which are catabolic metabolites of phosphatidylcholine and phosphatidylethanolamine. RESULTS: In accordance with our hypotheses, glycerophosphoethanolamine was elevated in white matter of depressed subjects, suggesting enhanced breakdown of cell membranes in these subjects. Glycerophosphocholine did not show any significant difference between comparison and depressed subjects but both showed an enhancement in white matter compared with gray matter. Contrary to our hypotheses, neither phosphocholine nor phosphoethanolamine showed evidence for reduction in late-life depression. CONCLUSION: These findings support the hypothesis that neurodegenerative processes occur in white matter in patients with late-life depression more than in the normal elderly population.
PMCID:3749264
PMID: 23567437
ISSN: 1545-7214
CID: 2389192
Medication adherence in a comparative effectiveness trial for bipolar disorder
Sylvia, L G; Reilly-Harrington, N A; Leon, A C; Kansky, C I; Calabrese, J R; Bowden, C L; Ketter, T A; Friedman, E S; Iosifescu, D V; Thase, M E; Ostacher, M J; Keyes, M; Rabideau, D; Nierenberg, A A
OBJECTIVE: Psychopharmacology remains the foundation of treatment for bipolar disorder, but medication adherence in this population is low (range 20-64%). We examined medication adherence in a multisite, comparative effectiveness study of lithium. METHOD: The Lithium Moderate Dose Use Study (LiTMUS) was a 6-month, six-site, randomized effectiveness trial of adjunctive moderate dose lithium therapy compared with optimized treatment in adult out-patients with bipolar I or II disorder (N=283). Medication adherence was measured at each study visit with the Tablet Routine Questionnaire. RESULTS: We found that 4.50% of participants reported missing at least 30% of their medications in the past week at baseline and non-adherence remained low throughout the trial (<7%). Poor medication adherence was associated with more manic symptoms and side-effects as well as lower lithium serum levels at mid- and post-treatment, but not with poor quality of life, overall severity of illness, or depressive symptoms. CONCLUSION: Participants in LiTMUS were highly adherent with taking their medications. The lack of association with possible predictors of adherence, such as depression and quality of life, could be explained by the limited variance or other factors as well as by not using an objective measure of adherence.
PMCID:3975824
PMID: 24117232
ISSN: 1600-0447
CID: 2389132
Gene-expression differences in peripheral blood between lithium responders and non-responders in the Lithium Treatment-Moderate dose Use Study (LiTMUS)
Beech, R D; Leffert, J J; Lin, A; Sylvia, L G; Umlauf, S; Mane, S; Zhao, H; Bowden, C; Calabrese, J R; Friedman, E S; Ketter, T A; Iosifescu, D V; Reilly-Harrington, N A; Ostacher, M; Thase, M E; Nierenberg, A
This study was designed to identify genes whose expression in peripheral blood may serve as early markers for treatment response to lithium (Li) in patients with bipolar disorder. Although changes in peripheral blood gene-expression may not relate directly to mood symptoms, differences in treatment response at the biochemical level may underlie some of the heterogeneity in clinical response to Li. Subjects were randomized to treatment with (n=28) or without (n=32) Li. Peripheral blood gene-expression was measured before and 1 month after treatment initiation, and treatment response was assessed after 6 months. In subjects treated with Li, 62 genes were differentially regulated in treatment responders and non-responders. Of these, BCL2L1 showed the greatest difference between Li responders and non-responders. These changes were specific to Li responders (n=9), and were not seen in Li non-responders or patients treated without Li, suggesting that they may have specific roles in treatment response to Li.
PMID: 23670706
ISSN: 1473-1150
CID: 2389182