Back to search

Article

Causal Genetic Mechanisms of Hyperhomocysteinemia in Ischemic Stroke: Integrating Mendelian Randomization, Single-Cell Transcriptomics, and Machine Learning

2026-09-01

Abstract excerpt

<title>Abstract</title> <p> <bold>Background:</bold> Hyperhomocysteinemia has been widely linked to the development of cerebrovascular diseases, yet the cell type-specific genetic mechanisms remain elusive. This study aimed to identify hyperhomocysteinemia-driven genes and their functional roles in specific cell populations underlying ischemic stroke (IS) pathogenesis. <bold>Methods:</bold> Data were obtained...

Identifiers and source

Literature Corpus work
d97928c6-aa17-5149-9b10-ba66db9bec1b
DOI
10.21203/rs.3.rs-10770596/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence. Graph snapshot: 2026-09-29.

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.
Causal Genetic Mechanisms of Hyperhomocysteinemia in Ischemic Stroke: Integrating Mendelian Randomization, Single-Cell Transcriptomics, and Machine LearningDOI 10.21203/rs.3.rs-10770596/v1
Select a neighboring publication to make it the new centre.