Integrating machine learning and single-cell sequencing to identify shared biomarkers in type 1 diabetes mellitus and clear cell renal cell carcinoma

Integrating machine learning and single-cell sequencing to identify shared biomarkers in type 1 diabetes mellitus and clear cell renal cell carcinoma

PurposeType 1 diabetes mellitus (T1DM), as an autoimmune disease, can increase susceptibility to clear cell renal cell carcinoma (ccRCC) due to its proinflammatory effects. ccRCC is characterized by its subtle onset and unfavorable prognosis. Thus, the aim of this study was to highlight prevention a...

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Bibliographic Details
Main Authors: Yi Li, Rui Zeng, Yuhua Huang, Yumin Zhuo, Jun Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Oncology
Subjects:
type 1 diabetes mellitus
clear cell renal cell carcinoma
key genes
machine learning
single cell sequencing
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2025.1543806/full
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