The Mechanism of Gut Microbiota in Breast Cancer Based on the Bulk Transcriptome, Mendelian Randomization Analysis and Single Cell RNA Sequencing.

IF 4.6 3区 生物学 Q2 MICROBIOLOGY
Tianyu Luo, Mengyao Xue, Yi Du, Huiying Chen, Ying Sun, Haidong Sun
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引用次数: 0

Abstract

Breast cancer (BC) is the leading cause of cancer death in women. Bidirectional regulation between BC and gut microbiota (GM) is established, but GM's mechanistic role in BC pathogenesis remains unclear. Public BC/control samples and GM genome-wide association study data underwent Mendelian randomization to identify GM-BC associations and GMRGs. DEGs between BC and controls were analyzed. Candidate genes were derived from intersecting DEGs and GMRGs. Machine learning identified biomarkers, validated by expression analysis. GSEA, immune infiltration, drug screening with molecular docking, and scRNA-seq were performed. Intersecting 3455 DEGs with GMRGs yielded eight candidates; MCM6 and NR3C1 were validated as biomarkers, enriched in DNA replication pathways. Immune infiltration showed 13 differential immune cells, with macrophages notably influencing biomarkers. Etoposide exhibited strong binding to biomarkers via docking. scRNA-seq identified epithelial cells as key, with stage-dependent biomarker expression. This study redefines BC as a microbiome-regulated network, identifying the MCM6/NR3C1 biomarker pair for early diagnosis and microbiome-targeted interventions.

基于大量转录组、孟德尔随机化分析和单细胞RNA测序的肠道微生物群在乳腺癌中的作用机制
乳腺癌(BC)是妇女癌症死亡的主要原因。BC和肠道菌群(GM)之间的双向调节已经确立,但GM在BC发病机制中的作用尚不清楚。公共BC/对照样本和转基因全基因组关联研究数据进行孟德尔随机化,以确定转基因-BC关联和GMRGs。分析BC和对照组之间的deg。候选基因来源于交叉的deg和gmrg。机器学习识别生物标志物,并通过表达分析进行验证。GSEA、免疫浸润、分子对接药物筛选、scRNA-seq检测。与GMRGs相交3455°得到8个候选点;MCM6和NR3C1被证实为生物标志物,在DNA复制途径中富集。免疫浸润显示13个差异免疫细胞,巨噬细胞对生物标志物的影响显著。依托泊苷通过对接表现出与生物标志物的强结合。scRNA-seq鉴定上皮细胞为关键细胞,具有分期依赖性的生物标志物表达。本研究将BC重新定义为一个微生物组调控网络,确定了MCM6/NR3C1生物标志物对,用于早期诊断和微生物组靶向干预。
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来源期刊
MicrobiologyOpen
MicrobiologyOpen MICROBIOLOGY-
CiteScore
8.00
自引率
0.00%
发文量
78
审稿时长
20 weeks
期刊介绍: MicrobiologyOpen is a peer reviewed, fully open access, broad-scope, and interdisciplinary journal delivering rapid decisions and fast publication of microbial science, a field which is undergoing a profound and exciting evolution in this post-genomic era. The journal aims to serve the research community by providing a vehicle for authors wishing to publish quality research in both fundamental and applied microbiology. Our goal is to publish articles that stimulate discussion and debate, as well as add to our knowledge base and further the understanding of microbial interactions and microbial processes. MicrobiologyOpen gives prompt and equal consideration to articles reporting theoretical, experimental, applied, and descriptive work in all aspects of bacteriology, virology, mycology and protistology, including, but not limited to: - agriculture - antimicrobial resistance - astrobiology - biochemistry - biotechnology - cell and molecular biology - clinical microbiology - computational, systems, and synthetic microbiology - environmental science - evolutionary biology, ecology, and systematics - food science and technology - genetics and genomics - geobiology and earth science - host-microbe interactions - infectious diseases - natural products discovery - pharmaceutical and medicinal chemistry - physiology - plant pathology - veterinary microbiology We will consider submissions across unicellular and cell-cluster organisms: prokaryotes (bacteria, archaea) and eukaryotes (fungi, protists, microalgae, lichens), as well as viruses and prions infecting or interacting with microorganisms, plants and animals, including genetic, biochemical, biophysical, bioinformatic and structural analyses. The journal features Original Articles (including full Research articles, Method articles, and Short Communications), Commentaries, Reviews, and Editorials. Original papers must report well-conducted research with conclusions supported by the data presented in the article. We also support confirmatory research and aim to work with authors to meet reviewer expectations. MicrobiologyOpen publishes articles submitted directly to the journal and those referred from other Wiley journals.
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