Inside Back Cover: Deciphering the Potential Causal and Prognostic Relationships Between Gut Microbiota and Brain Tumors: Insights from Genetics Analysis and Machine Learning (EXP2 4/2025)

IF 22.5
Changwu Wu, Fushu Luo, Yongye Zhu, Chunbo Liu, Zheng Chen, Xiangyu Wang, Jun Tan, Qing Liu
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Abstract

The causal relationship between gut microbiota and brain tumors and potential prognostic value of microbiota are still unclear. This study confirmed the causal effects of specific gut microbiota on three common brain tumors and identified microbe-related genes that are expressed in brain tissue and correlated with the abundance of gut microbiota. Further, the prognostic model based on machine learning and microbiota established in this study, namely microbe-related signature, could robustly predict prognosis of glioma and provide insights for immunotherapy benefits.

Abstract Image

内页封底:解读肠道微生物群与脑肿瘤之间的潜在因果关系和预后关系:来自遗传学分析和机器学习的见解(EXP2 4/2025)
肠道微生物群与脑肿瘤之间的因果关系以及微生物群的潜在预后价值尚不清楚。本研究证实了特定肠道微生物群对三种常见脑肿瘤的因果影响,并确定了在脑组织中表达并与肠道微生物群丰度相关的微生物相关基因。此外,本研究建立的基于机器学习和微生物群的预后模型,即微生物相关特征,可以可靠地预测胶质瘤的预后,并为免疫治疗的益处提供见解。
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CiteScore
17.20
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