Sadeghi Mohammad, Mestivier Denis, Carbonnelle Etienne, Benamouzig Robert, Khazaie Khashayarsha, Sobhani Iradj
EA7375 -EC2M3: Early detection of Colonic Cancer by using Microbial & Molecular Markers Paris East Créteil University (UPEC), Créteil, France.
Bacteriology, Virology, Hygiene Laboratory, Assistance Publique-Hôpitaux de Paris (APHP), Avicenne Hospital, Bobigny, France.
Front Oncol. 2024 Feb 5;13:1313735. doi: 10.3389/fonc.2023.1313735. eCollection 2023.
Through a pilot study, we performed whole gut metagenomic analysis in 17 Lynch syndrome (LS) families, including colorectal cancer (CRC) patients and their healthy first-degree relatives. In a second asymptomatic LS cohort (n=150) undergoing colonoscopy-screening program, individuals with early precancerous lesions were compared to those with a normal colonoscopy. Since bacteria are organized into different networks within the microbiota, we compared related network structures in patients and controls.
Fecal prokaryote DNA was extracted prior to colonoscopy for whole metagenome (n=34, pilot study) or 16s rRNA sequencing (validation study). We characterized bacteria taxonomy using Diamond/MEGAN6 and DADA2 pipelines and performed differential abundances using Shaman website. We constructed networks using SparCC inference tools and validated the construction's accuracy by performing qPCR on selected bacteria.
Significant differences in bacterial communities in LS-CRC patients were identified, with an enrichment of virulent bacteria and a depletion of symbionts compared to their first-degree relatives. Bacteria taxa in LS asymptomatic individuals with colonic precancerous lesions (n=79) were significantly different compared to healthy individuals (n=71). The main bacterial network structures, constructed based on bacteria-bacteria correlations in CRC (pilot study) and in asymptomatic precancerous patients (validation-study), showed a different pattern than in controls. It was characterized by virulent/symbiotic co-exclusion in both studies and illustrated (validation study) by a higher / ratio, as assessed by qPCR.
Enhanced fecal virulent/symbiotic bacteria ratios influence bacterial network structures. As an early event in colon carcinogenesis, these ratios can be used to identify asymptomatic LS individual with a higher risk of CRC.
通过一项试点研究,我们对17个林奇综合征(LS)家族进行了全肠道宏基因组分析,这些家族包括结直肠癌(CRC)患者及其健康的一级亲属。在第二项接受结肠镜筛查计划的无症状LS队列(n = 150)中,将有早期癌前病变的个体与结肠镜检查正常的个体进行了比较。由于细菌在微生物群中组织成不同的网络,我们比较了患者和对照中相关的网络结构。
在结肠镜检查前提取粪便原核生物DNA用于全宏基因组测序(n = 34,试点研究)或16s rRNA测序(验证研究)。我们使用Diamond/MEGAN6和DADA2管道对细菌分类进行了表征,并使用Shaman网站进行了差异丰度分析。我们使用SparCC推理工具构建网络,并通过对选定细菌进行qPCR来验证构建的准确性。
与一级亲属相比,LS-CRC患者的细菌群落存在显著差异,有毒细菌富集,共生菌减少。与健康个体(n = 71)相比,LS无症状个体中结肠有癌前病变(n = 79)的细菌分类群存在显著差异。基于CRC(试点研究)和无症状癌前患者(验证研究)中细菌与细菌的相关性构建的主要细菌网络结构,显示出与对照组不同的模式。在两项研究中,其特征均为有毒/共生共排斥,并在验证研究中通过qPCR评估的更高的/比值得到体现。
粪便中有毒/共生细菌比例的增加会影响细菌网络结构。作为结肠癌发生的早期事件,这些比例可用于识别患CRC风险较高的无症状LS个体。