Persistent Homology Identifies Pathways Associated with Hepatocellular Carcinoma from Peripheral Blood Samples

Persistent Homology Identifies Pathways Associated with Hepatocellular Carcinoma from Peripheral Blood Samples

Topological data analysis (TDA) methods have recently emerged as powerful tools for uncovering intricate patterns and relationships in complex biological data, demonstrating their effectiveness in identifying key genes in breast, lung, and blood cancer. In this study, we applied a TDA technique, spe...

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Bibliographic Details
Main Authors: Muhammad Sirajo Abdullahi, Apichat Suratanee, Rosario Michael Piro, Kitiporn Plaimas
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Mathematics
Subjects:
topological data analysis
persistent homology
RNA-seq
gene expression
cancer
hepatocellular carcinoma
Online Access:https://www.mdpi.com/2227-7390/12/5/725

Internet

https://www.mdpi.com/2227-7390/12/5/725

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