An Explainable Graph Neural Framework to Identify Cancer‐Associated Intratumoral Microbial Communities

An Explainable Graph Neural Framework to Identify Cancer‐Associated Intratumoral Microbial Communities

Abstract Microbes are extensively present among various cancer tissues and play critical roles in carcinogenesis and treatment responses. However, the underlying relationships between intratumoral microbes and tumors remain poorly understood. Here, a MIcrobial Cancer‐association Analysis using a Het...

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Main Authors: Zhaoqian Liu, Yuhan Sun, Yingjie Li, Anjun Ma, Nyelia F. Willaims, Shiva Jahanbahkshi, Rebecca Hoyd, Xiaoying Wang, Shiqi Zhang, Jiangjiang Zhu, Dong Xu, Daniel Spakowicz, Qin Ma, Bingqiang Liu
Format: Article
Language:English
Published: Wiley 2024-11-01
Series:Advanced Science
Subjects:
attention mechanism
graph neural network
heterogeneous graph representation
intratumoral microbiome
Online Access:https://doi.org/10.1002/advs.202403393
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