A Systematic Review and Individual Patient Data Network Analysis of the Residual Symptom Structure Following Cognitive-Behavioral Therapy and Escitalopram, Mirtazapine and Venlafaxine for Depression
- PMID: 35178002
- PMCID: PMC8843824
- DOI: 10.3389/fpsyt.2022.746678
A Systematic Review and Individual Patient Data Network Analysis of the Residual Symptom Structure Following Cognitive-Behavioral Therapy and Escitalopram, Mirtazapine and Venlafaxine for Depression
Abstract
Objective: Consistent evidence suggests residual depressive symptomology are the strongest predictors of depression relapse following cognitive-behavioral therapy (CBT) and antidepressant medications (ADM's). Psychometric network models help detecting and understanding central symptoms that remain post-treatment, along with their complex co-occurrences. However, individual psychometric network studies show inconsistent findings. This systematic review and IPD network analysis aimed to estimate and compare the symptom network structures of residual depressive symptoms following CBT, ADM's, and their combination.
Methods: PsycINFO, PsycArticles, and PubMed were systematically searched through October 2020 for studies that have assessed individuals with major depression at post-treatment receiving either CBT and/or ADM's (venlafaxine, escitalopram, mirtazapine). IPD was requested from eligible samples to estimate and compare residual symptom psychometric network models post-CBT and post-ADM's.
Results: In total, 25 from 663 eligible samples, including 1,389 patients qualified for the IPD. Depressed mood and anhedonia were consistently central residual symptoms post-CBT and post-ADM's. For CBT, fatigue-related and anxiety symptoms were also central post-treatment. A significant difference in network structure across treatments (CBT vs. ADM) was observed for samples measuring depression severity using the MADRS. Specifically, stronger symptom occurrences were present amongst lassitude-suicide post-CBT (vs. ADM's) and amongst lassitude-inability to feel post-ADM's (vs. CBT). No significant difference in global strength was observed across treatments.
Conclusions: Core major depression symptoms remain central across treatments, strategies to target these symptoms should be considered. Anxiety and fatigue related complaints also remain central post-CBT. Efforts must be made amongst researchers, institutions, and journals to permit sharing of IPD.Systematic Review Registration: A protocol was prospectively registered on PROSPERO (CRD42020141663; https://www.crd.york.ac.uk/PROSPERO/display_record.php?RecordID=141663).
Keywords: antidepressants; cognitive-behavioral therapy (CBT); depression; network psychometrics; residual symptomology.
Copyright © 2022 Whiston, Lennon, Brown, Looney, Larkin, O'Sullivan, Sik and Semkovska.
Conflict of interest statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Figures




Similar articles
-
Towards personalising treatment: a systematic review and meta-analysis of face-to-face efficacy moderators of cognitive-behavioral therapy and interpersonal psychotherapy for major depressive disorder.Psychol Med. 2019 Dec;49(16):2657-2668. doi: 10.1017/S0033291719002812. Epub 2019 Oct 16. Psychol Med. 2019. PMID: 31615583
-
Skill Enactment and Knowledge Acquisition in Digital Cognitive Behavioral Therapy for Depression and Anxiety: Systematic Review of Randomized Controlled Trials.J Med Internet Res. 2023 May 31;25:e44673. doi: 10.2196/44673. J Med Internet Res. 2023. PMID: 37256673 Free PMC article.
-
Mindfulness-based therapy versus cognitive behavioral therapy for people with anxiety symptoms: a systematic review and meta-analysis of random controlled trials.Ann Palliat Med. 2021 Jul;10(7):7596-7612. doi: 10.21037/apm-21-1212. Ann Palliat Med. 2021. PMID: 34353047
-
The Role of Acupuncture in the Management of Insomnia as a Major or Residual Symptom Among Patients With Active or Previous Depression: A Systematic Review and Meta-Analysis.Front Psychiatry. 2022 Apr 15;13:863134. doi: 10.3389/fpsyt.2022.863134. eCollection 2022. Front Psychiatry. 2022. PMID: 35492706 Free PMC article.
-
Effectiveness of Videoconference-Delivered Cognitive Behavioral Therapy for Adults With Psychiatric Disorders: Systematic and Meta-Analytic Review.J Med Internet Res. 2021 Dec 13;23(12):e31293. doi: 10.2196/31293. J Med Internet Res. 2021. PMID: 34898445 Free PMC article. Review.
Cited by
-
Residual symptoms following electroconvulsive therapy: A retrospective cohort study.J Affect Disord. 2023 Nov 15;341:374-378. doi: 10.1016/j.jad.2023.08.135. Epub 2023 Sep 1. J Affect Disord. 2023. PMID: 37661058 Free PMC article.
-
Stimulant medication and symptom interrelations in children, adolescents and adults with attention-deficit/hyperactivity disorder.Eur Child Adolesc Psychiatry. 2025 Jun;34(6):1917-1929. doi: 10.1007/s00787-024-02610-8. Epub 2024 Nov 11. Eur Child Adolesc Psychiatry. 2025. PMID: 39527154 Free PMC article.
-
Clustering and drivers of symptoms observed at week six after antidepressant treatment in depressed outpatients.Eur Psychiatry. 2025 Jan 17;67(1):e85. doi: 10.1192/j.eurpsy.2024.1801. Eur Psychiatry. 2025. PMID: 39819366 Free PMC article.
-
Navacaprant, a Novel and Highly Selective Kappa Opioid Receptor Antagonist, in Adults With Major Depressive Disorder: A Randomized, Double-Blind Phase 2 Clinical Trial.J Clin Psychopharmacol. 2025 May-Jun 01;45(3):267-276. doi: 10.1097/JCP.0000000000001967. Epub 2025 Apr 9. J Clin Psychopharmacol. 2025. PMID: 40199329 Free PMC article. Clinical Trial.
-
Investigating the Impact of rTMS in Combination With Antidepressant Medications on Residual Symptoms in Acute Depression.Actas Esp Psiquiatr. 2025 May;53(3):456-463. doi: 10.62641/aep.v53i3.1860. Actas Esp Psiquiatr. 2025. PMID: 40355999 Free PMC article.
References
Publication types
LinkOut - more resources
Full Text Sources