PO.BCS01.15 · 生物信息与计算
梭杆菌驱动的CRC上皮-基质重塑
Fusobacterium-driven epithelial-stromal remodeling in CRC
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
背景:具核梭杆菌被认为是加速结直肠癌(CRC)进展的关键微生物因素。然而,其影响肿瘤微环境(TME)的细胞和分子机制尚未完全阐明。
方法:我们对来自39例CRC患者的标本进行了单细胞RNA测序。样本以1%的微生物丰度为临界值分层为梭杆菌阳性(Fuso-pos;n=14)和梭杆菌阴性(Fuso-neg;n=25)两组。跨基质和上皮区室进行比较分析,以研究微生物相关的转录程序、通路激活以及成纤维细胞-上皮细胞相互作用。
结果:具有高梭杆菌丰度的CRC肿瘤表现出基质和上皮景观的协调性重塑。来自Fuso-pos样本的成纤维细胞表现出增强的干扰素驱动的炎症活性和间充质转化,并伴有一种特定肌成纤维细胞性癌症相关成纤维细胞(myCAF)亚型的显著扩增。在上皮区室中,Fuso-pos肿瘤表现出基因组不稳定性增加、干性升高以及CMS4相关特征的上调。基因模块分析表明,梭杆菌感染后上皮细胞中上皮-间充质转化相关模块显著增加,且与myCAF丰度显著相关。批量RNA-seq数据分析进一步证实,反卷积得到的myCAF亚型比例较高与不良临床结局相关。在机制上,Fuso-pos肿瘤细胞表现出SHH表达增加,而myCAF则表现出Hedgehog信号通路组分的高表达,提示上皮-基质Hedgehog信号增强。
结论:这些发现提示,CRC中的梭杆菌感染通过SHH-Hedgehog轴促进上皮-基质信号传导,从而促进CRC进展。它可能代表梭杆菌相关CRC的TME中一个可用于治疗靶向的组分。
致谢:作者衷心感谢以下资金来源的支持:由韩国保健福祉部资助、通过韩国保健产业振兴院(KHIDI)实施的韩国保健技术研发项目基金(RS-2025-25459033,授予H.S.K.)。本工作还得到由韩国教育部资助的韩国国家研究基金会(NRF)的支持(RS-2018-NR031072)。
查看英文原文 English abstract
Background: Fusobacterium nucleatum is recognized as a key microbial factor accelerating colorectal cancer (CRC) progression. However, the cellular and molecular mechanisms underlying its impact on the tumor microenvironment (TME) are not yet fully understood.
Methods: We performed single-cell RNA sequencing on specimens from 39 CRC patients. Samples were stratified into Fusobacterium-positive (Fuso-pos; n=14) and Fusobacterium-negative (Fuso-neg; n=25) groups using a 1% microbial abundance cutoff. Comparative analyses were conducted across the stromal and epithelial compartments to investigate microbe-associated transcriptional programs, pathway activation, and fibroblast-epithelial interactions.
Results: CRC tumors with high Fusobacterium abundance exhibited coordinated remodeling of both stromal and epithelial landscapes. Fibroblasts from Fuso-pos samples showed enhanced interferon-driven inflammatory activity and mesenchymal transition, accompanied by a marked expansion of a specific myofibroblastic cancer-associated fibroblast (myCAF) subtype. In the epithelial compartment, Fuso-pos tumors showed increased genomic instability, elevated stemness, and upregulation of CMS4-related signatures. Gene module analyses demonstrated a strong increase in epithelial-mesenchymal transition-related module in epithelial cells upon Fusobacterium infection, which correlated significantly with the myCAF abundance. Analysis of bulk RNA-seq data further confirmed that a higher proportion of the deconvoluted myCAF subtype was associated with unfavorable clinical outcomes. Mechanistically, Fuso-pos tumor cells showed increased SHH expression, while the myCAFs exhibited high expression of Hedgehog signaling components, indicating augmented epithelial-stromal Hedgehog signaling.
Conclusions: These findings suggest that Fusobacterium infection in CRC promotes epithelial-stromal signaling through the SHH-Hedgehog axis, contributing to CRC progression. It may represent a therapeutically targetable component of the TME in Fusobacterium -associated CRC.
Acknowledgments: The authors gratefully acknowledge support from the following funding sources: a grant of the Korea Health Technology R&D Project through the Korea Health Industry Development Institute (KHIDI), funded by the Ministry of Health & Welfare, Republic of Korea (RS-2025-25459033 to H.S.K.). This work is also supported by the National Research Foundation of Korea (NRF) funded by the Ministry of Education (RS-2018-NR031072).
利益披露 Disclosure
S. Park, None..
T. Kim, None..
K. Kim, None..
M. Jung, None..
S. Kim, None..
H. Kim, None..
S. Lee, None.