Back to search

Article

A machine learning and SHAP-based systems analysis of post-translational modification–related genes in nonalcoholic steatohepatitis

2026-02-05

Abstract excerpt

<title>Abstract</title> <p>Nonalcoholic steatohepatitis (NASH) is a multifactorial metabolic liver disease characterized by marked clinical and molecular heterogeneity, which complicates disease characterization and patient stratification. Post-translational modification (PTM)–related genes are known to participate in metabolic and inflammatory regulation; however, their system-level relevance in NASH remains ins...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
3835d445-f22c-55a2-ba45-3e5ea3eed9ba
DOI
10.21203/rs.3.rs-8782305/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
A machine learning and SHAP-based systems analysis of post-translational modification–related genes in nonalcoholic steatohepatitisDOI 10.21203/rs.3.rs-8782305/v1
Select a neighboring publication to make it the new centre.