Literature DB >> 26886109

Identifying minimal hepatic encephalopathy in cirrhotic patients by measuring spontaneous brain activity.

Hua-Jun Chen1, Ling Zhang2, Long-Feng Jiang3, Qiu-Feng Chen4, Jun Li5, Hai-Bin Shi6.   

Abstract

It has been demonstrated that minimal hepatic encephalopathy (MHE) is associated with aberrant regional intrinsic brain activity in cirrhotic patients. However, few studies have investigated whether altered intrinsic brain activity can be used as a biomarker of MHE among cirrhotic patients. In this study, 36 cirrhotic patients (with MHE, n = 16; without MHE [NHE], n = 20) underwent resting-state functional magnetic resonance imaging (fMRI). Spontaneous brain activity was measured by examining the amplitude of low-frequency fluctuations (ALFF) in the fMRI signal. MHE was diagnosed based on the Psychometric Hepatic Encephalopathy Score (PHES). A two-sample t-test was used to determine the regions of interest (ROIs) in which ALFF differed significantly between the two groups; then, ALFF values within ROIs were selected as classification features. A linear discriminative analysis was used to differentiate MHE patients from NHE patients. The leave-one-out cross-validation method was used to estimate the performance of the classifier. The classification analysis was 80.6 % accurate (81.3 % sensitivity and 80.0 % specificity) in terms of distinguishing between the two groups. Six ROIs were identified as the most discriminative features, including the bilateral medial frontal cortex/anterior cingulate cortex, posterior cingulate cortex/precuneus, left precentral and postcentral gyrus, right lingual gyrus, middle frontal gyrus, and inferior/superior parietal lobule. The ALFF values within ROIs were correlated with PHES in cirrhotic patients. Our findings suggest that altered regional brain spontaneous activity is a useful biomarker for MHE detection among cirrhotic patients.

Entities:  

Keywords:  Amplitude of low-frequency fluctuations; Cirrhosis; Functional magnetic resonance imaging; Minimal hepatic encephalopathy

Mesh:

Year:  2016        PMID: 26886109     DOI: 10.1007/s11011-016-9799-9

Source DB:  PubMed          Journal:  Metab Brain Dis        ISSN: 0885-7490            Impact factor:   3.584


  43 in total

1.  Prevalence and natural history of subclinical hepatic encephalopathy in cirrhosis.

Authors:  A Das; R K Dhiman; V A Saraswat; M Verma; S R Naik
Journal:  J Gastroenterol Hepatol       Date:  2001-05       Impact factor: 4.029

2.  Structural and functional cerebral impairments in cirrhotic patients with a history of overt hepatic encephalopathy.

Authors:  Hua-Jun Chen; Xi-Qi Zhu; Hao Shu; Ming Yang; Yi Zhang; Jie Ding; Yu Wang; Gao-Jun Teng
Journal:  Eur J Radiol       Date:  2011-11-06       Impact factor: 3.528

Review 3.  Quality of life in cirrhotics with minimal hepatic encephalopathy.

Authors:  H Schomerus; W Hamster
Journal:  Metab Brain Dis       Date:  2001-06       Impact factor: 3.584

4.  Abnormal baseline brain activity in patients with HBV-related cirrhosis without overt hepatic encephalopathy revealed by resting-state functional MRI.

Authors:  Xiao-Fei Lv; Min Ye; Lu-Jun Han; Xue-Lin Zhang; Pei-Qiang Cai; Gui-Hua Jiang; Ying-Wei Qiu; Shi-Jun Qiu; Yao-Pan Wu; Kai Liu; Zhen-Yin Liu; Pei-Hong Wu; Chuan-Miao Xie
Journal:  Metab Brain Dis       Date:  2013-07-09       Impact factor: 3.584

5.  Cerebral magnetic resonance imaging reveals marked abnormalities of brain tissue density in patients with cirrhosis without overt hepatic encephalopathy.

Authors:  Mónica Guevara; María E Baccaro; Beatriz Gómez-Ansón; Giovanni Frisoni; Cristina Testa; Aldo Torre; José Luis Molinuevo; Lorena Rami; Gustavo Pereira; Eva Urtasun Sotil; Joan Córdoba; Vicente Arroyo; Pere Ginès
Journal:  J Hepatol       Date:  2010-12-14       Impact factor: 25.083

6.  Subclinical hepatic encephalopathy predicts the development of overt hepatic encephalopathy.

Authors:  M Romero-Gómez; F Boza; M S García-Valdecasas; E García; J Aguilar-Reina
Journal:  Am J Gastroenterol       Date:  2001-09       Impact factor: 10.864

7.  Changes in the regional homogeneity of resting-state brain activity in minimal hepatic encephalopathy.

Authors:  Hua-Jun Chen; Xi-Qi Zhu; Ming Yang; Bin Liu; Yi Zhang; Yu Wang; Gao-Jun Teng
Journal:  Neurosci Lett       Date:  2011-12-08       Impact factor: 3.046

8.  Psychometric hepatic encephalopathy score for the detection of minimal hepatic encephalopathy in Korean patients with liver cirrhosis.

Authors:  Yeon Seok Seo; Sun Young Yim; Jin Yong Jung; Chang Ha Kim; Jin Dong Kim; Bora Keum; Hyonggin An; Hyung Joon Yim; Hong Sik Lee; Chang Duck Kim; Ho Sang Ryu; Soon Ho Um
Journal:  J Gastroenterol Hepatol       Date:  2012-11       Impact factor: 4.029

9.  Subclinical hepatic encephalopathy impairs daily functioning.

Authors:  M Groeneweg; J C Quero; I De Bruijn; I J Hartmann; M L Essink-bot; W C Hop; S W Schalm
Journal:  Hepatology       Date:  1998-07       Impact factor: 17.425

10.  Altered regional homogeneity in the development of minimal hepatic encephalopathy: a resting-state functional MRI study.

Authors:  Ling Ni; Rongfeng Qi; Long Jiang Zhang; Jianhui Zhong; Gang Zheng; Zhiqiang Zhang; Yuan Zhong; Qiang Xu; Wei Liao; Qing Jiao; Xingjiang Wu; Xinxin Fan; Guang Ming Lu
Journal:  PLoS One       Date:  2012-07-25       Impact factor: 3.240

View more
  10 in total

1.  Identification of minimal hepatic encephalopathy based on dynamic functional connectivity.

Authors:  Yue Cheng; Gaoyan Zhang; Xiaodong Zhang; Yuexuan Li; Jingli Li; Jiamin Zhou; Lixiang Huang; Shuangshuang Xie; Wen Shen
Journal:  Brain Imaging Behav       Date:  2021-03-23       Impact factor: 3.978

Review 2.  Multimodal MR imaging in hepatic encephalopathy: state of the art.

Authors:  Xiao Dong Zhang; Long Jiang Zhang
Journal:  Metab Brain Dis       Date:  2018-01-26       Impact factor: 3.584

3.  Aberrant stability of brain functional architecture in cirrhotic patients with minimal hepatic encephalopathy.

Authors:  Li-Min Cai; Jia-Yan Shi; Qiu-Yi Dong; Jin Wei; Hua-Jun Chen
Journal:  Brain Imaging Behav       Date:  2022-06-21       Impact factor: 3.224

Review 4.  Cognition-tracking-based strategies for diagnosis and treatment of minimal hepatic encephalopathy.

Authors:  Weijia Han; Huanqian Zhang; Ying Han; Zhongping Duan
Journal:  Metab Brain Dis       Date:  2020-06-03       Impact factor: 3.584

5.  Altered cognitive control network is related to psychometric and biochemical profiles in covert hepatic encephalopathy.

Authors:  Chia-Fen Tsai; Pei-Chi Tu; Yen-Po Wang; Chi-Jen Chu; Yi-Hsiang Huang; Han-Chieh Lin; Ming-Chih Hou; Fa-Yauh Lee; Pei-Yi Liu; Ching-Liang Lu
Journal:  Sci Rep       Date:  2019-04-29       Impact factor: 4.379

6.  Reduced Cortical Complexity in Cirrhotic Patients with Minimal Hepatic Encephalopathy.

Authors:  Qiu-Feng Chen; Xiao-Hong Zhang; Tian-Xiu Zou; Nao-Xin Huang; Hua-Jun Chen
Journal:  Neural Plast       Date:  2020-03-18       Impact factor: 3.599

7.  Identifying Mild Hepatic Encephalopathy Based on Multi-Layer Modular Algorithm and Machine Learning.

Authors:  Gaoyan Zhang; Yuexuan Li; Xiaodong Zhang; Lixiang Huang; Yue Cheng; Wen Shen
Journal:  Front Neurosci       Date:  2021-01-11       Impact factor: 4.677

8.  Neuromarkers from Whole-Brain Functional Connectivity Reveal the Cognitive Recovery Scheme for Overt Hepatic Encephalopathy after Liver Transplantation.

Authors:  Yue Cheng; Wen Shen; Junhai Xu; Rachel C Amey; Li-Xiang Huang; Xiao-Dong Zhang; Jing-Li Li; Cameron Akhavan; Ben A Duffy; Julia Pia Simon; Wenjuan Jiang; Mengting Liu; Hosung Kim
Journal:  eNeuro       Date:  2021-08-18

9.  Altered dynamic spontaneous neural activity in minimal hepatic encephalopathy.

Authors:  Jie-Ru Guo; Jia-Yan Shi; Qiu-Yi Dong; Yun-Bin Cao; Dan Li; Hua-Jun Chen
Journal:  Front Neurol       Date:  2022-08-19       Impact factor: 4.086

Review 10.  Recent advances in hepatic encephalopathy.

Authors:  Victoria Liere; Gurkarminder Sandhu; Sharon DeMorrow
Journal:  F1000Res       Date:  2017-09-04
  10 in total

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