Open AccessPrediction of early response to overall treatment for schizophrenia: A functional magnetic resonance imaging study
Author(s) -
Cui LongBiao,
Cai Min,
Wang XingRui,
Zhu YuanQiang,
Wang LiuXian,
Xi YiBin,
Wang HuaNing,
Zhu Xia,
Yin Hong
Publication year - 2019
Publication title -
brain and behavior
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.915
H-Index - 41
ISSN - 2162-3279
DOI - 10.1002/brb3.1211
Subject(s) - functional magnetic resonance imaging , magnetic resonance imaging , medicine , neuroimaging , schizophrenia (object oriented programming) , receiver operating characteristic , inferior parietal lobule , postcentral gyrus , audiology , psychiatry , radiology
Treatment response at an early stage of schizophrenia is of considerable value with regard to future management of the disorder; however, there are currently no biomarkers that can inform physicians about the likelihood of response. Objects We aim to develop and validate regional brain activity derived from functional magnetic resonance imaging (fMRI) as a potential signature to predict early treatment response in schizophrenia. Methods Amplitude of low‐frequency fluctuation (ALFF) was measured at the start of the first/single episode resulting in hospitalization. Inpatients were included in a principal dataset ( n = 79) and a replication dataset ( n = 44). Two groups of healthy controls ( n = 87; n = 106) were also recruited for each dataset. The clinical response was assessed at discharge from the hospital. The predictive capacity of normalized ALFF in patients by healthy controls, ALFF ratio , was evaluated based on diagnostic tests and clinical correlates. Results In the principal dataset, responders exhibited increased baseline ALFF in the left postcentral gyrus/inferior parietal lobule relative to non‐responders. ALFF ratio of responders before treatment was significantly higher than that of non‐responders ( p < 0.001). The area under the receiver operating characteristic curve was 0.746 for baseline ALFF ratio to distinguish responders from non‐responders, and the sensitivity, specificity, and accuracy were 72.7%, 68.6%, and 70.9%, respectively. Similar results were found in the independent replication dataset. Conclusions Baseline regional activity of the brain seems to be predictive of early response to treatment for schizophrenia. This study shows that psycho‐neuroimaging holds promise for influencing the clinical treatment and management of schizophrenia.