Aerobic bacterial group as an early-stage biomarker from faecal samples of patients with colorectal cancer without distant metastasis.

IF 3 4区 医学 Q2 MICROBIOLOGY Beneficial microbes Pub Date : 2024-11-14 DOI:10.1163/18762891-bja00051
D Lee, K Ahn, K Yun, Y Oh, Y S Park, Y S Kim, J-A Gim, S Mun, J-W Mun, K Han, Y J Ahn
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Abstract

The current approaches for detecting most colorectal polyps and early neoplasms lack sufficient sensitivity and specificity, potentially hindering treatment and ultimately reducing survival rates. Here, we performed a metagenomic analysis to identify microbiome markers in stool samples from patients with early-stage colorectal cancer (CRC). We compared the composition of gut microbiota between patients with CRC and healthy individuals, specifically focusing on patients with early-stage CRC, defined as those without core mutations (KRAS, BRAF) for CRC diagnosis, stable microsatellite instability, and distant metastasis. The aim of our study is to identify potential biomarkers from gut microbiota at different cancer stages in colorectal cancer (CRC) patients through 16S rRNA amplicon sequencing, thereby proposing a novel non-invasive method for the early diagnosis of CRC. Specific microbes were detected from groups divided based on the TNM criteria, with one group classified by tumour size only (named the T group) and another group with lymph node metastasis (named the TN group). Aerobic bacteria, such as Delftia, Stenotrophomonas, Sphingobacterium, Rhodococcus, Devosia, Ensifer, and Psychrobacter were predominantly detected in patients with CRC without lymph node metastasis. The diagnostic prediction was evaluated using the CatBoost algorithm; these microbes presented high diagnostic accuracy with a receiver operating characteristics-area under curve of 0.8, which was validated using qPCR. In conclusion, this study identified specific aerobic microbial groups as non-invasive biomarkers for early diagnosis in patients with CRC without genetic or environmental factors.

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从无远处转移的结直肠癌患者粪便样本中提取需氧菌群作为早期生物标记物。
目前检测大多数结直肠息肉和早期肿瘤的方法缺乏足够的灵敏度和特异性,可能会阻碍治疗并最终降低生存率。在此,我们进行了元基因组分析,以确定早期结直肠癌(CRC)患者粪便样本中的微生物组标记。我们比较了 CRC 患者和健康人之间的肠道微生物群组成,特别关注早期 CRC 患者,即没有诊断 CRC 的核心突变(KRAS、BRAF)、稳定的微卫星不稳定性和远处转移的患者。我们的研究旨在通过 16S rRNA 扩增子测序,从结直肠癌(CRC)患者不同癌症阶段的肠道微生物群中找出潜在的生物标记物,从而为早期诊断 CRC 提出一种新的无创方法。根据 TNM 标准分为两组,一组仅按肿瘤大小分类(命名为 T 组),另一组按淋巴结转移分类(命名为 TN 组)。在无淋巴结转移的 CRC 患者中主要检测到需氧菌,如 Delftia、Stenotrophomonas、Sphingobacterium、Rhodococcus、Devosia、Ensifer 和 Psychrobacter。使用 CatBoost 算法对诊断预测进行了评估;这些微生物具有很高的诊断准确性,其接收者操作特征曲线下面积为 0.8,并通过 qPCR 进行了验证。总之,这项研究确定了特定需氧微生物群作为非侵入性生物标志物,可用于无遗传或环境因素的 CRC 患者的早期诊断。
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来源期刊
Beneficial microbes
Beneficial microbes MICROBIOLOGY-NUTRITION & DIETETICS
CiteScore
7.90
自引率
1.90%
发文量
53
审稿时长
>12 weeks
期刊介绍: Beneficial Microbes is a peer-reviewed scientific journal with a specific area of focus: the promotion of the science of microbes beneficial to the health and wellbeing of man and animal. The journal contains original research papers and critical reviews in all areas dealing with beneficial microbes in both the small and large intestine, together with opinions, a calendar of forthcoming beneficial microbes-related events and book reviews. The journal takes a multidisciplinary approach and focuses on a broad spectrum of issues, including safety aspects of pro- & prebiotics, regulatory aspects, mechanisms of action, health benefits for the host, optimal production processes, screening methods, (meta)genomics, proteomics and metabolomics, host and bacterial physiology, application, and role in health and disease in man and animal. Beneficial Microbes is intended to serve the needs of researchers and professionals from the scientific community and industry, as well as those of policy makers and regulators. The journal will have five major sections: * Food, nutrition and health * Animal nutrition * Processing and application * Regulatory & safety aspects * Medical & health applications In these sections, topics dealt with by Beneficial Microbes include: * Worldwide safety and regulatory issues * Human and animal nutrition and health effects * Latest discoveries in mechanistic studies and screening methods to unravel mode of action * Host physiology related to allergy, inflammation, obesity, etc. * Trends in application of (meta)genomics, proteomics and metabolomics * New developments in how processing optimizes pro- & prebiotics for application * Bacterial physiology related to health benefits
期刊最新文献
Aerobic bacterial group as an early-stage biomarker from faecal samples of patients with colorectal cancer without distant metastasis. Effects of Limosilactobacillus reuteri DSM 17938 in neonates exposed to antibiotics: a randomised controlled trial. In vitro validation of colon delivery of vitamin B2 through a food grade multi-unit particle system. Oral supplementation of heat-killed Enterococcus faecalis strain EC-12 relieves gastrointestinal discomfort and alters the gut microecology in academically stressed students. Impact of two human milk oligosaccharides and lactose on the faecal microbiome of infants with probable cow's milk allergy.
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