Gray matter microstructural alterations and their correlation with systemic biomarkers in hepatic encephalopathy: a NODDI study using gray-matter based spatial statistics

NODDI reveals extensive microstructural alterations consistent with reduced neurite density index and cerebellar disorganization in HE. The dissociated correlation patterns of GP NDI and ODI with distinct blood markers may be compatible with a hypothetical "double-hit" pathophysiological model: toxic metabolite accumulation may drive cellular swelling (increased NDI), while systemic factors like anemia may reduce structural complexity (decreased ODI). However, these exploratory associations do not allow causal inference. These findings highlight NODDI could be a useful tool for monitoring the progression and metabolic impact of HE.

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Journal
Frontiers in Neurology
Published
2026-03-02
DOI
https://doi.org/10.3389/fneur.2026.1783288
Primary Topic
Liver Disease and Transplantation
Type
article
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article

Gray matter microstructural alterations and their correlation with systemic biomarkers in hepatic encephalopathy: a NODDI study using gray-matter based spatial statistics

X Wang, Shaofeng Wang, Fengli Xie, Jiangong Zhou et al.
Frontiers in Neurology
Liver Disease and Transplantation
article

Gray matter microstructural alterations and their correlation with systemic biomarkers in hepatic encephalopathy: a NODDI study using gray-matter based spatial statistics

X Wang, Shaofeng Wang, Fengli Xie, Jiangong Zhou, Heng Zhang, Juan Wang, Haohui Zhan, Peng Cheng
article en

Abstract

NODDI reveals extensive microstructural alterations consistent with reduced neurite density index and cerebellar disorganization in HE. The dissociated correlation patterns of GP NDI and ODI with distinct blood markers may be compatible with a hypothetical "double-hit" pathophysiological model: toxic metabolite accumulation may drive cellular swelling (increased NDI), while systemic factors like anemia may reduce structural complexity (decreased ODI). However, these exploratory associations do not allow causal inference. These findings highlight NODDI could be a useful tool for monitoring the progression and metabolic impact of HE.

Frontiers in NeurologyVol. 17
Second Affiliated Hospital of Zhengzhou University (CN)
Partnerships for the goals
Openalex Percentile: Top 40%
Liver Disease and Transplantation
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Gray matter microstructural alterations and their correlation with systemic biomarkers in hepatic encephalopathy: a NODDI study using gray-matter based spatial statistics — X Wang, Shaofeng Wang, et al. · Frontiers in Neurology (2026) | TGRS Research Map | TGRS