Hisashi Noma1, Toshi A Furukawa2, Kazushi Maruo3, Hissei Imai4, Kiyomi Shinohara5, Shiro Tanaka6, Kazutaka Ikeda7, Shigeto Yamawaki8, Andrea Cipriani9. 1. Department of Data Science, The Institute of Statistical Mathematics, Tokyo, Japan. Electronic address: noma@ism.ac.jp. 2. Department of Health Promotion and Human Behavior, Kyoto University Graduate School of Medicine/School of Public Health, Kyoto, Japan. Electronic address: furukawa@kuhp.kyoto-u.ac.jp. 3. Department of Biostatistics, Faculty of Medicine, University of Tsukuba, Tsukuba, Japan. Electronic address: kazushi.maruo@gmail.com. 4. Department of Health Promotion and Human Behavior, Kyoto University Graduate School of Medicine/School of Public Health, Kyoto, Japan. Electronic address: ihits@hotmail.com. 5. Department of Health Promotion and Human Behavior, Kyoto University Graduate School of Medicine/School of Public Health, Kyoto, Japan. Electronic address: kiyomi.wb3@gmail.com. 6. Department of Clinical Biostatistics, Kyoto University Graduate School of Medicine/School of Public Health, Kyoto, Japan. Electronic address: tanaka.shiro.8n@kyoto-u.ac.jp. 7. Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan. Electronic address: ikeda-kz@igakuken.or.jp. 8. Brain, Mind and Kansei Sciences Research Center, Hiroshima University, Hiroshima, Japan. Electronic address: yamawaki@hiroshima-u.ac.jp. 9. Department of Psychiatry, University of Oxford, Oxford, UK. Electronic address: andrea.cipriani@psych.ox.ac.uk.
Abstract
BACKGROUND: It is clinically important to know who are likely to respond more or less to antidepressants. However, meaningful effect modifiers (variables associated with differential response depending on the treatment) are yet to be identified. METHODS: We conducted individual participant data (IPD) meta-analysis and meta-regression to explore effect modifiers in placebo-controlled antidepressant trials conducted so far in Japan. RESULTS: We obtained access to IPD from seven placebo-controlled trials comparing bupropion, duloxetine, escitalopram, mirtazapine, paroxetine or venlafaxine with placebo in the acute phase treatment of major depression (total n = 2803). The higher the guilt subscale score of the baseline Hamilton Rating Scale for Depression (HRSD), the greater the difference in reduction in depression severity between the antidepressants and placebo at week 6, while the older the current age or the age at onset, the smaller the difference. At week 8, the guilt subscale score of HRSD and presence of suicidal ideation at baseline predicted greater, and the anhedonia subscale and insomnia subscale scores of HRSD and early response at week 2 predicted smaller, difference in reduction. LIMITATIONS: Different studies measured different sets of baseline variables and we were able to analyze only a limited set of candidate variables for effect modification. CONCLUSION: Age, age at onset, several HRSD subscales including guilt, anhedonia and insomnia, presence of suicidal ideation at baseline and early response are potential effect modifiers for response to antidepressants in the acute phase antidepressant treatment of major depression. Future trials need to measure these and additional variables in concerted efforts to enable matching of treatments with individual characteristics in depression.
BACKGROUND: It is clinically important to know who are likely to respond more or less to antidepressants. However, meaningful effect modifiers (variables associated with differential response depending on the treatment) are yet to be identified. METHODS: We conducted individual participant data (IPD) meta-analysis and meta-regression to explore effect modifiers in placebo-controlled antidepressant trials conducted so far in Japan. RESULTS: We obtained access to IPD from seven placebo-controlled trials comparing bupropion, duloxetine, escitalopram, mirtazapine, paroxetine or venlafaxine with placebo in the acute phase treatment of major depression (total n = 2803). The higher the guilt subscale score of the baseline Hamilton Rating Scale for Depression (HRSD), the greater the difference in reduction in depression severity between the antidepressants and placebo at week 6, while the older the current age or the age at onset, the smaller the difference. At week 8, the guilt subscale score of HRSD and presence of suicidal ideation at baseline predicted greater, and the anhedonia subscale and insomnia subscale scores of HRSD and early response at week 2 predicted smaller, difference in reduction. LIMITATIONS: Different studies measured different sets of baseline variables and we were able to analyze only a limited set of candidate variables for effect modification. CONCLUSION: Age, age at onset, several HRSD subscales including guilt, anhedonia and insomnia, presence of suicidal ideation at baseline and early response are potential effect modifiers for response to antidepressants in the acute phase antidepressant treatment of major depression. Future trials need to measure these and additional variables in concerted efforts to enable matching of treatments with individual characteristics in depression.
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Authors: Joshua E J Buckman; Rob Saunders; Zachary D Cohen; Phoebe Barnett; Katherine Clarke; Gareth Ambler; Robert J DeRubeis; Simon Gilbody; Steven D Hollon; Tony Kendrick; Edward Watkins; Nicola Wiles; David Kessler; David Richards; Deborah Sharp; Sally Brabyn; Elizabeth Littlewood; Chris Salisbury; Ian R White; Glyn Lewis; Stephen Pilling Journal: Psychol Med Date: 2021-04-14 Impact factor: 7.723
Authors: R Lewis; L C Roden; K Scheuermaier; F X Gomez-Olive; D E Rae; S Iacovides; A Bentley; J P Davy; C J Christie; S Zschernack; J Roche; G Lipinska Journal: Sci Rep Date: 2021-12-15 Impact factor: 4.379