fMRI connectivity as a biomarker of antipsychotic treatment response: A systematic review

  • L. S. Dominicus*
  • , L. van Rijn
  • , J. van der A
  • , R. van der Spek
  • , D. Podzimek
  • , M. Begemann
  • , L. de Haan
  • , M. van der Pluijm
  • , W. M. Otte
  • , W. Cahn
  • , C. H. Röder
  • , H. G. Schnack
  • , E. van Dellen
  • *Corresponding author for this work

Research output: Contribution to journalReview articlepeer-review

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Abstract

Background: Antipsychotic drugs are the first-choice therapy for psychotic episodes, but antipsychotic treatment response (AP-R) is unpredictable and only becomes clear after weeks of therapy. A biomarker for AP-R is currently unavailable. We reviewed the evidence for the hypothesis that functional magnetic resonance imaging functional connectivity (fMRI-FC) is a predictor of AP-R or could serve as a biomarker for AP-R in psychosis. Method: A systematic review of longitudinal fMRI studies examining the predictive performance and relationship between FC and AP-R was performed following PRISMA guidelines. Technical and clinical aspects were critically assessed for the retrieved studies. We addressed three questions: Q1) is baseline fMRI-FC related to subsequent AP-R; Q2) is AP-R related to a change in fMRI-FC; and Q3) can baseline fMRI-FC predict subsequent AP-R? Results: In total, 28 articles were included. Most studies were of good quality. fMRI-FC analysis pipelines included seed-based-, independent component- / canonical correlation analysis, network-based statistics, and graph-theoretical approaches. We found high heterogeneity in methodological approaches and results. For Q1 (N = 17) and Q2 (N = 18), the most consistent evidence was found for FC between the striatum and ventral attention network as a potential biomarker of AP-R. For Q3 (N = 9) accuracy's varied form 50 till 93%, and prediction models were based on FC between various brain regions. Conclusion: The current fMRI-FC literature on AP-R is hampered by heterogeneity of methodological approaches. Methodological uniformity and further improvement of the reliability and validity of fMRI connectivity analysis is needed before fMRI-FC analysis can have a place in clinical applications of antipsychotic treatment.

Original languageEnglish
Article number103515
Pages (from-to)1-18
Number of pages18
JournalNeuroImage: Clinical
Volume40
DOIs
Publication statusPublished - Jan 2023

Keywords

  • Antipsychotic response
  • fMRI
  • Functional connectivity
  • Prediction
  • Psychosis

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