{"title":"基于微生物组和聚类方法筛选急性放射性肠炎的生物标志物。","authors":"Chenying Ma, Xiaoting Xu, Songbing Qin, Juying Zhou","doi":"10.1186/s12866-024-03620-x","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Radiation enteritis (RE) is a common complication of radiotherapy for abdominal and pelvic tumors, adversely affecting treatment outcomes and patients' quality of life. Gut microbiome alterations may contribute to RE development, but the underlying pathogenic factors are not fully understood. This study aimed to characterize the intestinal microbial changes associated with RE and severe acute radiation enteritis (SARE) and to identify predictive biomarkers.</p><p><strong>Methods: </strong>We enrolled 50 cervical cancer patients undergoing radiotherapy and 15 healthy women (controls). Stool samples were collected at the baseline and during weeks 2, 4, and 6 of radiotherapy, and then analyzed using 16 S rDNA sequencing and bioinformatics.</p><p><strong>Results: </strong>Although the Bacteroidetes/Firmicutes (B/F) ratio was higher in patients with RE or SARE, it alone could not predict these conditions. Three enterotypes were identified based on dominant genera: Blautia (enterotype 1), Escherichia-Shigella (enterotype 2), and Faecalibacterium (enterotype 3). A decrease in Blautia and an increase in Escherichia-Shigella and Faecalibacterium were correlated with RE and SARE. Univariate logistic regression revealed that the Faecalibacterium enterotype at the baseline was associated with a 4.4-fold higher risk of developing SARE (odds ratio 5.400; P = 0.017). The Escherichia-Shigella enterotype was also linked to increased SARE incidence.</p><p><strong>Conclusion: </strong>These findings suggest that while single bacterial genera or the B/F ratio are insufficient predictors, enterotype classification may serve as a potential biomarker for predicting SARE in patients undergoing radiotherapy.</p>","PeriodicalId":9233,"journal":{"name":"BMC Microbiology","volume":"24 1","pages":"463"},"PeriodicalIF":4.0000,"publicationDate":"2024-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11545530/pdf/","citationCount":"0","resultStr":"{\"title\":\"Screening of biomarkers in acute radiation enteritis based on microbiome and clustering methods.\",\"authors\":\"Chenying Ma, Xiaoting Xu, Songbing Qin, Juying Zhou\",\"doi\":\"10.1186/s12866-024-03620-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Radiation enteritis (RE) is a common complication of radiotherapy for abdominal and pelvic tumors, adversely affecting treatment outcomes and patients' quality of life. Gut microbiome alterations may contribute to RE development, but the underlying pathogenic factors are not fully understood. This study aimed to characterize the intestinal microbial changes associated with RE and severe acute radiation enteritis (SARE) and to identify predictive biomarkers.</p><p><strong>Methods: </strong>We enrolled 50 cervical cancer patients undergoing radiotherapy and 15 healthy women (controls). Stool samples were collected at the baseline and during weeks 2, 4, and 6 of radiotherapy, and then analyzed using 16 S rDNA sequencing and bioinformatics.</p><p><strong>Results: </strong>Although the Bacteroidetes/Firmicutes (B/F) ratio was higher in patients with RE or SARE, it alone could not predict these conditions. Three enterotypes were identified based on dominant genera: Blautia (enterotype 1), Escherichia-Shigella (enterotype 2), and Faecalibacterium (enterotype 3). A decrease in Blautia and an increase in Escherichia-Shigella and Faecalibacterium were correlated with RE and SARE. Univariate logistic regression revealed that the Faecalibacterium enterotype at the baseline was associated with a 4.4-fold higher risk of developing SARE (odds ratio 5.400; P = 0.017). 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引用次数: 0
摘要
背景:放射性肠炎(RE)是腹部和盆腔肿瘤放疗的常见并发症,对治疗效果和患者的生活质量造成不利影响。肠道微生物组的改变可能会导致放射性肠炎的发生,但其潜在的致病因素尚未完全明了。本研究旨在描述与RE和严重急性放射性肠炎(SARE)相关的肠道微生物变化特征,并确定预测性生物标志物:我们招募了 50 名接受放疗的宫颈癌患者和 15 名健康女性(对照组)。方法:我们招募了 50 名接受放疗的宫颈癌患者和 15 名健康女性(对照组),在放疗的基线期和第 2、4、6 周收集粪便样本,然后使用 16 S rDNA 测序和生物信息学方法进行分析:结果:虽然类杆菌属/固着菌(B/F)比率在RE或SARE患者中较高,但仅凭该比率并不能预测这些情况。根据优势菌属确定了三种肠型:布劳氏菌(肠型 1)、埃希氏-志贺氏菌(肠型 2)和粪杆菌(肠型 3)。布劳氏菌的减少以及埃希氏菌和粪杆菌的增加与 RE 和 SARE 相关。单变量逻辑回归显示,基线粪杆菌肠型与罹患 SARE 的风险高出 4.4 倍有关(几率比 5.400;P = 0.017)。埃希氏-志贺氏菌肠型也与 SARE 发病率增加有关:这些研究结果表明,虽然单一细菌属或 B/F 比值不足以预测 SARE,但肠型分类可作为预测接受放疗患者 SARE 的潜在生物标志物。
Screening of biomarkers in acute radiation enteritis based on microbiome and clustering methods.
Background: Radiation enteritis (RE) is a common complication of radiotherapy for abdominal and pelvic tumors, adversely affecting treatment outcomes and patients' quality of life. Gut microbiome alterations may contribute to RE development, but the underlying pathogenic factors are not fully understood. This study aimed to characterize the intestinal microbial changes associated with RE and severe acute radiation enteritis (SARE) and to identify predictive biomarkers.
Methods: We enrolled 50 cervical cancer patients undergoing radiotherapy and 15 healthy women (controls). Stool samples were collected at the baseline and during weeks 2, 4, and 6 of radiotherapy, and then analyzed using 16 S rDNA sequencing and bioinformatics.
Results: Although the Bacteroidetes/Firmicutes (B/F) ratio was higher in patients with RE or SARE, it alone could not predict these conditions. Three enterotypes were identified based on dominant genera: Blautia (enterotype 1), Escherichia-Shigella (enterotype 2), and Faecalibacterium (enterotype 3). A decrease in Blautia and an increase in Escherichia-Shigella and Faecalibacterium were correlated with RE and SARE. Univariate logistic regression revealed that the Faecalibacterium enterotype at the baseline was associated with a 4.4-fold higher risk of developing SARE (odds ratio 5.400; P = 0.017). The Escherichia-Shigella enterotype was also linked to increased SARE incidence.
Conclusion: These findings suggest that while single bacterial genera or the B/F ratio are insufficient predictors, enterotype classification may serve as a potential biomarker for predicting SARE in patients undergoing radiotherapy.
期刊介绍:
BMC Microbiology is an open access, peer-reviewed journal that considers articles on analytical and functional studies of prokaryotic and eukaryotic microorganisms, viruses and small parasites, as well as host and therapeutic responses to them and their interaction with the environment.