Gut bacteria and sex differences in colorectal cancer.

IF 2.4 4区 医学 Q3 MICROBIOLOGY Journal of medical microbiology Pub Date : 2023-06-01 DOI:10.1099/jmm.0.001706
Xi Yang, Ping Li, Zhanbo Qu, Jing Zhuang, Yinhang Wu, Wei Wu, Qichun Wei
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Abstract

Introduction. Differences in gut bacteria that are associated with the occurrence and development of colorectal cancer (CRC) exist between sexes, and males have a higher morbidity of CRC.Gap Statement. Clinical data for the relationship between gut bacteria and sexes in patients with CRC are not available and are needed to support individualized screening and treatment programmes.Aim. To analyse the relationship between gut bacteria and sexes in patients with CRC.Methodology. A total of 6 077 samples recruited by Fudan University's Academy of Brain Artificial Intelligence Science and Technology were included, and the gut bacteria composition mainly shows the top 30 genera. Linear discriminant analysis Effect Size (LEfSe) was used to analyse the differences in gut bacteria. Pearson correlation coefficients were calculated to demonstrate the relationship of discrepant bacteria. CRC risk prediction models were used to rank the importance of valid discrepant bacteria.Results. Bacteroides, Eubacterium and Faecalibacterium were the top three bacteria in males with CRC, while Bacteroides, Subdoligranulum and Eubacterium were the top three bacteria in females with CRC. The abundance of gut bacteria (Escherichia, Eubacteriales, Clostridia, etc.) was higher in males with CRC compared with that in females with CRC. In addition, Dorea and Bacteroides were important CRC-related bacteria (P<0.001). Finally, the importance of discrepant bacteria was ranked based on CRC risk prediction models. Blautia, Barnesiella and Anaerostipes were the top three important discrepant bacteria between males with CRC and females with CRC. The value of AUC was 1.0, the sensitivity was 92.0 %, the specificity was 68.4 %, and the accuracy was 83.3 % in the discovery set.Conclusion. Gut bacteria were correlated with sexes and CRC. It is necessary to consider gender when gut bacteria are used to treat and predict CRC.

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肠道细菌和结直肠癌的性别差异。
介绍。与结直肠癌(CRC)发生发展相关的肠道细菌存在性别差异,男性结直肠癌发病率更高。差距的声明。目前还没有关于结直肠癌患者肠道细菌和性别之间关系的临床数据,需要这些数据来支持个体化筛查和治疗方案。目的:分析crc患者肠道菌群与性别的关系。共纳入复旦大学脑人工智能科学与技术研究院招募的6077份样本,肠道细菌组成主要显示前30个属。采用线性判别分析效应量(Effect Size, LEfSe)分析肠道细菌的差异。计算Pearson相关系数来证明差异菌之间的关系。使用结直肠癌风险预测模型对有效差异菌的重要性进行排序。男性结直肠癌患者中检出最多的细菌是拟杆菌、真杆菌和粪杆菌,女性结直肠癌患者中检出最多的细菌是拟杆菌、亚多囊带和真杆菌。男性结直肠癌患者肠道细菌(埃希氏菌、真细菌、梭菌等)的丰度高于女性结直肠癌患者。此外,Dorea和Bacteroides是CRC相关的重要细菌(PBlautia、Barnesiella和Anaerostipes是男性CRC与女性CRC差异最大的前3位细菌)。AUC值为1.0,灵敏度为92.0%,特异度为68.4%,准确度为83.3%。肠道细菌与性别和结直肠癌相关。当使用肠道细菌来治疗和预测结直肠癌时,有必要考虑性别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of medical microbiology
Journal of medical microbiology 医学-微生物学
CiteScore
5.50
自引率
3.30%
发文量
143
审稿时长
4.5 months
期刊介绍: Journal of Medical Microbiology provides comprehensive coverage of medical, dental and veterinary microbiology, and infectious diseases. We welcome everything from laboratory research to clinical trials, including bacteriology, virology, mycology and parasitology. We publish articles under the following subject categories: Antimicrobial resistance; Clinical microbiology; Disease, diagnosis and diagnostics; Medical mycology; Molecular and microbial epidemiology; Microbiome and microbial ecology in health; One Health; Pathogenesis, virulence and host response; Prevention, therapy and therapeutics
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