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Research ArticleResearch Article: New Research, Disorders of the Nervous System

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

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 and Hosung Kim
eNeuro 10 August 2021, 8 (4) ENEURO.0114-21.2021; https://doi.org/10.1523/ENEURO.0114-21.2021
Yue Cheng
1Department of Radiology, Tianjin First Center Hospital, Tianjin 300192, People’s Republic of China
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Wen Shen
1Department of Radiology, Tianjin First Center Hospital, Tianjin 300192, People’s Republic of China
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Junhai Xu
2Tianjin Key Laboratory of Cognitive Computing and Application, School of Artificial Intelligence, College of Intelligence and Computing, Tianjin University, Tianjin 300350, People’s Republic of China
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Rachel C. Amey
3U.S. Army Research Institute for the Behavioral and Social Sciences, Fort Belvoir, Virginia 22060-5610
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Li-Xiang Huang
1Department of Radiology, Tianjin First Center Hospital, Tianjin 300192, People’s Republic of China
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Xiao-Dong Zhang
1Department of Radiology, Tianjin First Center Hospital, Tianjin 300192, People’s Republic of China
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Jing-Li Li
1Department of Radiology, Tianjin First Center Hospital, Tianjin 300192, People’s Republic of China
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Cameron Akhavan
5USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, California 90033
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Ben A. Duffy
5USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, California 90033
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Julia Pia Simon
5USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, California 90033
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Wenjuan Jiang
4College of Pharmacy, Western University of Health Sciences, Pomona, California 91766-1854
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Mengting Liu
5USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, California 90033
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Hosung Kim
5USC Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, California 90033
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Abstract

Neurocognitive impairment is present in cirrhosis and may be more severe in cirrhosis with overt hepatic encephalopathy (OHE). Liver transplantation (LT) can restore liver function, but how it reverses the impaired brain function is still unclear. MRI of resting-state functional connectivity can help reveal the underlying mechanisms that lead to these cognitive deficits and cognitive recovery. In this study, 64 patients with cirrhosis (28 with OHE; 36 without OHE) and 32 healthy control subjects were recruited for resting-state fMRI. The patients were scanned before and after LT. We evaluated presurgical and postsurgical neurocognitive performance in cirrhosis patients using psychomotor tests. Network-based statistics found significant disrupted connectivity in both groups of cirrhotic patients, with OHE and without OHE, compared with control subjects. However, the presurgical connectivity disruption in patients with OHE affected a greater number of connections than those without OHE. The decrease in functional connectivity for both OHE and non-OHE patient groups was reversed after LT to the level of control subjects. An additional hyperconnected network (i.e., higher connected than control subjects) was observed in OHE patients after LT. Regarding the neural–behavior relationship, the functional network that predicted cognitive performance in healthy individuals showed no correlation in presurgical cirrhotic patients. The impaired neural–behavior relationship was re-established after LT for non-OHE patients, but not for OHE patients. OHE patients displayed abnormal hyperconnectivity and a persistently impaired neural–behavior relationship after LT. Our results suggest that patients with OHE may undergo a different trajectory of postsurgical neurofunctional recovery compared with those without, which needs further clarification in future studies.

  • connectome-behavior predictive mapping
  • functional network
  • liver transplantation
  • neuropsychological assessment
  • overt hepatic encephalopathy

Footnotes

  • The authors declare no competing financial interests.

  • This study has received funding from the National Natural Science Foundation of China (Grants 81601482, 61703302, and 81801776). The views expressed in this article are those of the authors and do not reflect the official policy or position of the Department of the Army, Department of Defense, or the U.S. Government.

This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license, which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.

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Neuromarkers from Whole-Brain Functional Connectivity Reveal the Cognitive Recovery Scheme for Overt Hepatic Encephalopathy after Liver Transplantation
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
eNeuro 10 August 2021, 8 (4) ENEURO.0114-21.2021; DOI: 10.1523/ENEURO.0114-21.2021

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Neuromarkers from Whole-Brain Functional Connectivity Reveal the Cognitive Recovery Scheme for Overt Hepatic Encephalopathy after Liver Transplantation
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
eNeuro 10 August 2021, 8 (4) ENEURO.0114-21.2021; DOI: 10.1523/ENEURO.0114-21.2021
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Keywords

  • connectome-behavior predictive mapping
  • functional network
  • liver transplantation
  • neuropsychological assessment
  • overt hepatic encephalopathy

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