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乳腺癌及癌旁正常组织中的微生物群落概况:与临床病理特征的关联

Microbial community profiles in breast cancer and normal adjacent tissues: associations with clinicopathological characteristics.

作者信息

Xue Dengfeng, Wu Chunhui, Hou Ruihong, Xu Huijuan, Li Xinzheng

机构信息

Department of Breast Surgery, The Second Hospital of Shanxi Medical University, Taiyuan, China.

Department of Rheumatology, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Tongji Medical College, Huazhong University of Science and Technology, Taiyuan, China.

出版信息

Transl Cancer Res. 2025 Aug 31;14(8):5093-5108. doi: 10.21037/tcr-2025-1570. Epub 2025 Aug 28.

Abstract

BACKGROUND

The microorganisms in breast tissue and its surrounding environment play a critical role in the development and progression of breast cancer (BC). This study aims to characterize BC-associated microbiota via 16S ribosomal RNA (rRNA) sequencing to explore potential pathogenic mechanisms and support early diagnosis and personalized treatment.

METHODS

Tumor and normal adjacent tissue (NAT) samples from 31 BC patients were analyzed by 16S rRNA sequencing targeting five variable regions. Microbial composition was analyzed via the Short MUltiple Regions Framework (SMURF) pipeline. Alpha and beta diversity analyses were conducted to compare the microbial communities between the BC and NAT groups, and among different BC subgroups stratified by the molecular subtype, clinical stage, histological grade, and proliferation index (Ki-67). Differential microbial taxa were identified using the Wilcoxon signed-rank test and linear discriminant analysis effect size (LEfSe). Functional pathways were predicted using the Kyoto Encyclopedia of Genes and Genomes (KEGG) database.

RESULTS

No significant differences in alpha or beta diversity were observed between the BC and NAT groups (P>0.05). The LEfSe revealed that , , and were enriched in BC. The KEGG pathway predictions showed that the ascorbate and aldarate metabolism, lysosome, and other glycan degradation pathways were upregulated in BC. was the dominant genus in the high Ki-67 (H-Ki-67) group, in which, the glycolysis/gluconeogenesis, bacterial toxins, and isoflavonoid biosynthesis pathways were also shown to be upregulated (P<0.05).

CONCLUSIONS

Overall, microbial diversity was similar between the BC and NAT groups; however, distinct microbial profiles were identified in the BC tissue group and among the clinicopathological subgroups. Brevundimonas was the predominant genus in the H-Ki-67 group. This study provides novel insights and potential targets that may extend our understanding of BC-related microbial mechanisms and advance microbiota-based therapies.

摘要

背景

乳腺组织及其周围环境中的微生物在乳腺癌(BC)的发生和发展中起着关键作用。本研究旨在通过16S核糖体RNA(rRNA)测序对与BC相关的微生物群进行表征,以探索潜在的致病机制,并支持早期诊断和个性化治疗。

方法

对31例BC患者的肿瘤及癌旁正常组织(NAT)样本进行靶向五个可变区的16S rRNA测序分析。通过短多区域框架(SMURF)流程分析微生物组成。进行α和β多样性分析以比较BC组和NAT组之间以及按分子亚型、临床分期、组织学分级和增殖指数(Ki-67)分层的不同BC亚组之间的微生物群落。使用Wilcoxon符号秩检验和线性判别分析效应大小(LEfSe)鉴定差异微生物分类群。使用京都基因与基因组百科全书(KEGG)数据库预测功能途径。

结果

BC组和NAT组之间在α或β多样性方面未观察到显著差异(P>0.05)。LEfSe分析显示,[具体微生物名称1]、[具体微生物名称2]和[具体微生物名称3]在BC中富集。KEGG途径预测表明,抗坏血酸和醛糖代谢、溶酶体以及其他聚糖降解途径在BC中上调。[具体微生物名称4]是高Ki-67(H-Ki-67)组中的优势菌属,其中糖酵解/糖异生、细菌毒素和异黄酮生物合成途径也显示上调(P<0.05)。

结论

总体而言,BC组和NAT组之间的微生物多样性相似;然而,在BC组织组和临床病理亚组中鉴定出了不同的微生物谱。短波单胞菌属是H-Ki-67组中的主要菌属。本研究提供了新的见解和潜在靶点,可能会扩展我们对BC相关微生物机制的理解,并推进基于微生物群的治疗方法。

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