Literature DB >> 28476336

Abnormal neural activity as a potential biomarker for drug-naive first-episode adolescent-onset schizophrenia with coherence regional homogeneity and support vector machine analyses.

Yi Liu1, Yan Zhang2, Luxian Lv2, Renrong Wu1, Jingping Zhao3, Wenbin Guo4.   

Abstract

BACKGROUND: Patients with adolescent-onset schizophrenia (AOS) hold the same but severe form of symptoms with adult-onset schizophrenia, and with worse outcome and poor treatment response to antipsychotics. Several dominant brain regions of schizophrenia patients show significantly abnormal structural and functional connectivity during resting-state scans. However, coherence regional homogeneity (Cohe-ReHo) in drug-naive first-episode patients with AOS remains unclear.
METHOD: A total of 48 drug-naive first-episode AOS outpatients and 31 healthy controls underwent resting-state functional magnetic resonance scans. Cohe-ReHo and support vector machine analyses were used to analyze the data.
RESULTS: Compared with the healthy controls, the AOS group showed significantly decreased Cohe-ReHo values distributed over brain regions, including the left postcentral gyrus, left superior temporal gyrus, left paracentral lobule, right precentral gyrus, right inferior parietal lobule (IPL), right middle frontal gyrus, and bilateral precuneus. No region with increased Cohe-ReHo values was observed in the AOS group compared with healthy controls. In addition, the right IPL was correlated with fluency (r=-0.324, p=0.030). However, the correlation was not significant after the Bonferroni correction at p<0.0083 (0.05/6). A combination of the Cohe-ReHo values in the bilateral precuneus and right IPL discriminated the patients from controls with the sensitivity, specificity, and accuracy of 91.67%, 87.10%, and 89.87%, respectively.
CONCLUSION: Our findings suggested that the AOS patients exhibited diminished Cohe-ReHo values in some regions within the DMN network and sensorimotor network. The abnormalities in particular brain regions (bilateral precuneus and right IPL) may serve as potential biomarkers for AOS.
Copyright © 2017 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Adolescent-onset schizophrenia; Biomarker; Coherence regional homogeneity; Resting-state functional magnetic resonance imaging; Support vector machine

Mesh:

Year:  2017        PMID: 28476336     DOI: 10.1016/j.schres.2017.04.028

Source DB:  PubMed          Journal:  Schizophr Res        ISSN: 0920-9964            Impact factor:   4.939


  17 in total

1.  Abnormal Brain Structure and Function in First-Episode Childhood- and Adolescence-Onset Schizophrenia: Association with Clinical Symptoms.

Authors:  Yanhong Xia; Dan Lv; Yinghui Liang; Haisan Zhang; Keyang Pei; Rongrong Shao; Yali Li; Yan Zhang; Yuling Li; Jinghua Guo; Luxian Lv; Suqin Guo
Journal:  Neurosci Bull       Date:  2019-03-09       Impact factor: 5.203

2.  A Systematic Characterization of Structural Brain Changes in Schizophrenia.

Authors:  Wasana Ediri Arachchi; Yanmin Peng; Xi Zhang; Wen Qin; Chuanjun Zhuo; Chunshui Yu; Meng Liang
Journal:  Neurosci Bull       Date:  2020-06-03       Impact factor: 5.203

3.  Neural correlates of binocular depth inversion illusion in antipsychotic-naïve first-episode schizophrenia patients.

Authors:  Cathrin Rohleder; Dagmar Koethe; Stefan Fritze; Cristina E Topor; F Markus Leweke; Dusan Hirjak
Journal:  Eur Arch Psychiatry Clin Neurosci       Date:  2018-03-19       Impact factor: 5.270

4.  Abnormal global-brain functional connectivity and its relationship with cognitive deficits in drug-naive first-episode adolescent-onset schizophrenia.

Authors:  Jin Zhao; Yan Zhang; Feng Liu; Jindong Chen; Jingping Zhao; Wenbin Guo
Journal:  Brain Imaging Behav       Date:  2022-01-08       Impact factor: 3.978

5.  Dynamic changes of functional segregation and integration in vulnerability and resilience to schizophrenia.

Authors:  Jia Duan; Mingrui Xia; Fay Y Womer; Miao Chang; Zhiyang Yin; Qian Zhou; Yue Zhu; Zhuang Liu; Xiaowei Jiang; Shengnan Wei; Francis Anthony O'Neill; Yong He; Yanqing Tang; Fei Wang
Journal:  Hum Brain Mapp       Date:  2019-01-15       Impact factor: 5.038

6.  Effects of DISC1 Polymorphisms on Resting-State Spontaneous Neuronal Activity in the Early-Stage of Schizophrenia.

Authors:  Ningzhi Gou; Zhening Liu; Lena Palaniyappan; Mingding Li; Yunzhi Pan; Xudong Chen; Haojuan Tao; Guowei Wu; Xuan Ouyang; Zheng Wang; Taotao Dou; Zhimin Xue; Weidan Pu
Journal:  Front Psychiatry       Date:  2018-05-23       Impact factor: 4.157

7.  Distinguishing Between Treatment-Resistant and Non-Treatment-Resistant Schizophrenia Using Regional Homogeneity.

Authors:  Shuzhan Gao; Shuiping Lu; Xiaomeng Shi; Yidan Ming; Chaoyong Xiao; Jing Sun; Hui Yao; Xijia Xu
Journal:  Front Psychiatry       Date:  2018-08-06       Impact factor: 4.157

8.  Saccadic eye movements in different dimensions of schizophrenia and in clinical high-risk state for psychosis.

Authors:  Ilya Obyedkov; Maryna Skuhareuskaya; Oleg Skugarevsky; Victor Obyedkov; Pavel Buslauski; Tatsiana Skuhareuskaya; Napoleon Waszkiewicz
Journal:  BMC Psychiatry       Date:  2019-04-08       Impact factor: 3.630

Review 9.  Machine learning techniques in a structural and functional MRI diagnostic approach in schizophrenia: a systematic review.

Authors:  Renato de Filippis; Elvira Anna Carbone; Raffaele Gaetano; Antonella Bruni; Valentina Pugliese; Cristina Segura-Garcia; Pasquale De Fazio
Journal:  Neuropsychiatr Dis Treat       Date:  2019-06-19       Impact factor: 2.570

10.  Towards a brain-based predictome of mental illness.

Authors:  Barnaly Rashid; Vince Calhoun
Journal:  Hum Brain Mapp       Date:  2020-05-06       Impact factor: 5.038

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