BACKGROUND: Most predictor analyses search for single predictors or rely on data from randomized controlled trials. We aimed at detecting a set of clinical baseline variables for prediction of response and remission in 1014 naturalistically treated inpatients with major depressive episode treated for 53.62 ± 47.5 days. METHODS: A three-staged procedure was implemented. First, univariate tests were used for finding associations with baseline variables. Second, logistic regression and third-CART analyses were used to determine predictors of response to inpatient treatment. RESULTS: Presence of suicidality, a higher initial HAMD-21 total score, an episode length <24 months, fewer previous hospitalizations, and absence of any ICD-10F4 comorbidity predicted response in 2 different statistical models. Remission was predicted by lower HAMD-21 baseline score, episode length <24 months and fewer previous hospitalizations in both models. LIMITATION: Results were assessed by a post-hoc analysis, based on prospectively collected data. No controlled study design. CONCLUSION: Contrary to current beliefs, baseline suicidality might be associated with higher chances for response. In addition, baseline severity might impact outcome depending on which criterion (remission or response) used.
BACKGROUND: Most predictor analyses search for single predictors or rely on data from randomized controlled trials. We aimed at detecting a set of clinical baseline variables for prediction of response and remission in 1014 naturalistically treated inpatients with major depressive episode treated for 53.62 ± 47.5 days. METHODS: A three-staged procedure was implemented. First, univariate tests were used for finding associations with baseline variables. Second, logistic regression and third-CART analyses were used to determine predictors of response to inpatient treatment. RESULTS: Presence of suicidality, a higher initial HAMD-21 total score, an episode length <24 months, fewer previous hospitalizations, and absence of any ICD-10F4 comorbidity predicted response in 2 different statistical models. Remission was predicted by lower HAMD-21 baseline score, episode length <24 months and fewer previous hospitalizations in both models. LIMITATION: Results were assessed by a post-hoc analysis, based on prospectively collected data. No controlled study design. CONCLUSION: Contrary to current beliefs, baseline suicidality might be associated with higher chances for response. In addition, baseline severity might impact outcome depending on which criterion (remission or response) used.
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Authors: Hanna M van Loo; Tianxi Cai; Michael J Gruber; Junlong Li; Peter de Jonge; Maria Petukhova; Sherri Rose; Nancy A Sampson; Robert A Schoevers; Klaas J Wardenaar; Marsha A Wilcox; Ali Obaid Al-Hamzawi; Laura Helena Andrade; Evelyn J Bromet; Brendan Bunting; John Fayyad; Silvia E Florescu; Oye Gureje; Chiyi Hu; Yueqin Huang; Daphna Levinson; Maria Elena Medina-Mora; Yoshibumi Nakane; Jose Posada-Villa; Kate M Scott; Miguel Xavier; Zahari Zarkov; Ronald C Kessler Journal: Depress Anxiety Date: 2014-01-14 Impact factor: 6.505