Back to search

Article

A machine learning-derived gene signature of programmed cell death reveals diagnostic biomarkers in dilated cardiomyopathy

2025-08-11

Abstract excerpt

<title>Abstract</title> <p>Background Dilated cardiomyopathy is a severe myocardial disorder characterized by ventricular dilation and systolic dysfunction. It is associated with poor prognosis due to complex and heterogeneous mechanisms involving immune dysregulation, cell death, and tissue remodeling. Identifying reliable molecular biomarkers and constructing effective diagnostic models remain urgent needs for...

Topics

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

Identifiers and source

Literature Corpus work
96e3d577-82b7-5cfe-92e1-15b6c1855df4
DOI
10.21203/rs.3.rs-7170433/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-derived gene signature of programmed cell death reveals diagnostic biomarkers in dilated cardiomyopathyDOI 10.21203/rs.3.rs-7170433/v1
Select a neighboring publication to make it the new centre.