Novel cancer subtyping method guided by tumor-normal sample in latent space of transcriptomic variational autoencoder

Abstract Tumorigenesis is a microevolutionary process in which heterogeneous tumor cells adapt within a complex microenvironment. Current tumor omics analyses often focus exclusively on tumor samples, overlooking the valuable insights that normal tissues can provide. To address this gap, we introduc...

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Bibliographic Details
Main Authors: Hongzhi Wang, Yu Zhang, Dandan Zhang, Min Luo
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-07813-w
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