OBJECTIVE: To evaluate the clinical value of early partial symptomatic improvement in predicting the probability of response during the short-term treatment of bipolar depression. METHODS: Blinded data from 10 multicenter, randomized, double-blind, placebo-controlled trials in bipolar I or II depression were used to determine if early improvement (≥20% reduction in depression symptom severity after 14 days of treatment) predicted later short-term response or remission. Sensitivity, specificity, efficiency, and positive and negative predictive values (PPV, NPV) were calculated using an intent to treat analysis of individual and pooled study data. RESULTS:1913 patients were randomized to active compounds (aripiprazole, lamotrigine, olanzapine/olanzapine-fluoxetine, and quetiapine), and 1456 to placebo. In the pooled positive studies, early improvement predicted response and remission with high sensitivity (86% and 88%, respectively), but rates of false positives were high (53% and 59%, respectively). Pooled negative predictive values for response/remission (i.e. confidence in knowing the drug will not result in response or remission) were 74% and 82%, respectively, with low rates of false negatives (14% and 12%, respectively). CONCLUSION: Early improvement in an individual patient does not appear to be a reliable predictor of eventual response or remission due to an unacceptably high false positive rate. However, the absence of early improvement appears to be a highly reliable predictor of eventual non-response, suggesting that clinicians can have confidence in knowing when a drug is not going to work during short-term treatment. Patients who fail to demonstrate early improvement within the first two weeks of treatment may benefit from a change in therapy.
RCT Entities:
OBJECTIVE: To evaluate the clinical value of early partial symptomatic improvement in predicting the probability of response during the short-term treatment of bipolar depression. METHODS: Blinded data from 10 multicenter, randomized, double-blind, placebo-controlled trials in bipolar I or II depression were used to determine if early improvement (≥20% reduction in depression symptom severity after 14 days of treatment) predicted later short-term response or remission. Sensitivity, specificity, efficiency, and positive and negative predictive values (PPV, NPV) were calculated using an intent to treat analysis of individual and pooled study data. RESULTS: 1913 patients were randomized to active compounds (aripiprazole, lamotrigine, olanzapine/olanzapine-fluoxetine, and quetiapine), and 1456 to placebo. In the pooled positive studies, early improvement predicted response and remission with high sensitivity (86% and 88%, respectively), but rates of false positives were high (53% and 59%, respectively). Pooled negative predictive values for response/remission (i.e. confidence in knowing the drug will not result in response or remission) were 74% and 82%, respectively, with low rates of false negatives (14% and 12%, respectively). CONCLUSION: Early improvement in an individual patient does not appear to be a reliable predictor of eventual response or remission due to an unacceptably high false positive rate. However, the absence of early improvement appears to be a highly reliable predictor of eventual non-response, suggesting that clinicians can have confidence in knowing when a drug is not going to work during short-term treatment. Patients who fail to demonstrate early improvement within the first two weeks of treatment may benefit from a change in therapy.
Authors: Lei Chen; Haya Ascher-Svanum; Virginia Stauffer; Bruce J Kinon; Sara Kollack-Walker; Stephen Ruberg Journal: Schizophr Res Date: 2009-06-28 Impact factor: 4.939
Authors: D E Kemp; J R Calabrese; J M Eudicone; S Ganocy; Q V Tran; R D McQuade; R N Marcus; E Vester-Blokland; R Owen; B X Carlson Journal: Psychopharmacol Bull Date: 2010
Authors: Lewis L Judd; Hagop S Akiskal; Pamela J Schettler; Jean Endicott; Jack Maser; David A Solomon; Andrew C Leon; John A Rice; Martin B Keller Journal: Arch Gen Psychiatry Date: 2002-06
Authors: Joseph F Goldberg; John O Brooks; Keiko Kurita; Jennifer C Hoblyn; S Nassir Ghaemi; Roy H Perlis; David J Miklowitz; Terence A Ketter; Gary S Sachs; Michael E Thase Journal: J Clin Psychiatry Date: 2009-02-10 Impact factor: 4.384
Authors: Terence A Ketter; Ofer Agid; Shitij Kapur; Antony Loebel; Cynthia O Siu; Steven J Romano Journal: J Psychiatr Res Date: 2009-08-21 Impact factor: 4.791
Authors: Armin Szegedi; Wim T Jansen; Arjen P P van Willigenburg; Egbert van der Meulen; Hans H Stassen; Michael E Thase Journal: J Clin Psychiatry Date: 2009-02-24 Impact factor: 4.384
Authors: Konstantinos N Fountoulakis; Lakshmi Yatham; Heinz Grunze; Eduard Vieta; Allan Young; Pierre Blier; Siegfried Kasper; Hans Jurgen Moeller Journal: Int J Neuropsychopharmacol Date: 2017-02-01 Impact factor: 5.176
Authors: Thomas C Baghai; Pierre Blier; David S Baldwin; Michael Bauer; Guy M Goodwin; Kostas N Fountoulakis; Siegfried Kasper; Brian E Leonard; Ulrik F Malt; Dan Stein; Marcio Versiani; Hans-Jürgen Möller Journal: Eur Arch Psychiatry Clin Neurosci Date: 2011-11 Impact factor: 5.270
Authors: Katharine Dunlop; Sakina J Rizvi; Sidney H Kennedy; Stefanie Hassel; Stephen C Strother; Jacqueline K Harris; Mojdeh Zamyadi; Stephen R Arnott; Andrew D Davis; Farrokh Mansouri; Laura Schulze; Amanda K Ceniti; Raymond W Lam; Roumen Milev; Susan Rotzinger; Jane A Foster; Benicio N Frey; Sagar V Parikh; Claudio N Soares; Rudolf Uher; Gustavo Turecki; Glenda M MacQueen; Jonathan Downar Journal: Neuropsychopharmacology Date: 2020-07 Impact factor: 7.853
Authors: Lakshmi N Yatham; Sidney H Kennedy; Sagar V Parikh; Ayal Schaffer; David J Bond; Benicio N Frey; Verinder Sharma; Benjamin I Goldstein; Soham Rej; Serge Beaulieu; Martin Alda; Glenda MacQueen; Roumen V Milev; Arun Ravindran; Claire O'Donovan; Diane McIntosh; Raymond W Lam; Gustavo Vazquez; Flavio Kapczinski; Roger S McIntyre; Jan Kozicky; Shigenobu Kanba; Beny Lafer; Trisha Suppes; Joseph R Calabrese; Eduard Vieta; Gin Malhi; Robert M Post; Michael Berk Journal: Bipolar Disord Date: 2018-03-14 Impact factor: 6.744
Authors: Rodrigo Machado-Vieira; David A Luckenbaugh; Marcio G Soeiro-de-Souza; Getulio Marca; Ioline D Henter; Joao V Busnello; Wagner F Gattaz; Carlos A Zarate Journal: J Affect Disord Date: 2012-08-17 Impact factor: 4.839
Authors: Rafael T de Sousa; Joao V Busnello; Orestes V Forlenza; Marcus V Zanetti; Marcio G Soeiro-de-Souza; Martinus T van de Bilt; Ricardo A Moreno; Carlos A Zarate; Wagner F Gattaz; Rodrigo Machado-Vieira Journal: J Psychiatr Res Date: 2012-09-20 Impact factor: 4.791