Dengfeng Xue, Chunhui Wu, Ruihong Hou, Huijuan Xu, Xinzheng Li
{"title":"乳腺癌和正常邻近组织中的微生物群落概况:与临床病理特征的关联。","authors":"Dengfeng Xue, Chunhui Wu, Ruihong Hou, Huijuan Xu, Xinzheng Li","doi":"10.21037/tcr-2025-1570","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>No significant differences in alpha or beta diversity were observed between the BC and NAT groups (P>0.05). The LEfSe revealed that <i>Flavobacteriales</i>, <i>Comamonas</i>, and <i>Delftia</i> 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. <i>Brevundimonas</i> 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).</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"14 8","pages":"5093-5108"},"PeriodicalIF":1.7000,"publicationDate":"2025-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12432769/pdf/","citationCount":"0","resultStr":"{\"title\":\"Microbial community profiles in breast cancer and normal adjacent tissues: associations with clinicopathological characteristics.\",\"authors\":\"Dengfeng Xue, Chunhui Wu, Ruihong Hou, Huijuan Xu, Xinzheng Li\",\"doi\":\"10.21037/tcr-2025-1570\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>No significant differences in alpha or beta diversity were observed between the BC and NAT groups (P>0.05). The LEfSe revealed that <i>Flavobacteriales</i>, <i>Comamonas</i>, and <i>Delftia</i> 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. <i>Brevundimonas</i> 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).</p><p><strong>Conclusions: </strong>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.</p>\",\"PeriodicalId\":23216,\"journal\":{\"name\":\"Translational cancer research\",\"volume\":\"14 8\",\"pages\":\"5093-5108\"},\"PeriodicalIF\":1.7000,\"publicationDate\":\"2025-08-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12432769/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Translational cancer research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.21037/tcr-2025-1570\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/8/28 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q4\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Translational cancer research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.21037/tcr-2025-1570","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/8/28 0:00:00","PubModel":"Epub","JCR":"Q4","JCRName":"ONCOLOGY","Score":null,"Total":0}
Microbial community profiles in breast cancer and normal adjacent tissues: associations with clinicopathological characteristics.
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 Flavobacteriales, Comamonas, and Delftia 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. Brevundimonas 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.
期刊介绍:
Translational Cancer Research (Transl Cancer Res TCR; Print ISSN: 2218-676X; Online ISSN 2219-6803; http://tcr.amegroups.com/) is an Open Access, peer-reviewed journal, indexed in Science Citation Index Expanded (SCIE). TCR publishes laboratory studies of novel therapeutic interventions as well as clinical trials which evaluate new treatment paradigms for cancer; results of novel research investigations which bridge the laboratory and clinical settings including risk assessment, cellular and molecular characterization, prevention, detection, diagnosis and treatment of human cancers with the overall goal of improving the clinical care of cancer patients. The focus of TCR is original, peer-reviewed, science-based research that successfully advances clinical medicine toward the goal of improving patients'' quality of life. The editors and an international advisory group of scientists and clinician-scientists as well as other experts will hold TCR articles to the high-quality standards. We accept Original Articles as well as Review Articles, Editorials and Brief Articles.