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粪便细菌可作为结直肠癌无创诊断的新型生物标志物。

Fecal Bacteria Act as Novel Biomarkers for Noninvasive Diagnosis of Colorectal Cancer.

机构信息

Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, CUHK Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong, China.

Division of Gastroenterology & Hepatology, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China.

出版信息

Clin Cancer Res. 2017 Apr 15;23(8):2061-2070. doi: 10.1158/1078-0432.CCR-16-1599. Epub 2016 Oct 3.

Abstract

Gut microbiota have been implicated in the development of colorectal cancer. We evaluated the utility of fecal bacterial marker candidates identified by our metagenome sequencing analysis for colorectal cancer diagnosis. Subjects (total 439; 203 colorectal cancer and 236 healthy subjects) from two independent Asian cohorts were included. Probe-based duplex quantitative PCR (qPCR) assays were established for the quantification of bacterial marker candidates. Candidates identified by metagenome sequencing, including (), (), (), (), and one undefined species (labeled as ), were examined in fecal samples of 203 colorectal cancer patients and 236 healthy controls by duplex-qPCR. Strong positive correlations were demonstrated between the quantification of each candidate by our qPCR assays and metagenomics approach ( = 0.801-0.934, all < 0.0001). was significantly more abundant in colorectal cancer than controls ( < 0.0001), with AUROC of 0.868 ( < 0.0001). At the best cut-off value maximizing sum of sensitivity and specificity, discriminated colorectal cancer from controls with a sensitivity of 77.7%, and specificity of 79.5% in cohort I. A simple linear combination of four bacteria ( + + -) showed an improved diagnostic ability compared with alone (AUROC = 0.886, < 0.0001) in cohort I. These findings were further confirmed in an independent cohort II. In particular, improved diagnostic performances of alone (sensitivity 92.8%, specificity 79.8%) and four bacteria (sensitivity 92.8%, specificity 81.5%) were achieved in combination with fecal immunochemical testing for the detection of colorectal cancer. Stool-based colorectal cancer-associated bacteria can serve as novel noninvasive diagnostic biomarkers for colorectal cancer. .

摘要

肠道微生物群与结直肠癌的发展有关。我们评估了通过宏基因组测序分析鉴定的粪便细菌标志物候选物在结直肠癌诊断中的效用。本研究纳入了来自两个独立亚洲队列的 439 名受试者(共 203 名结直肠癌患者和 236 名健康对照者)。建立了基于探针的双定量 PCR(qPCR)检测法来定量细菌标志物候选物。通过双 qPCR 检测了宏基因组测序鉴定的候选物( , , , ,和一个未定义的种(标记为 )在 203 例结直肠癌患者和 236 例健康对照者的粪便样本中。通过我们的 qPCR 检测和宏基因组学方法检测到每个候选物的定量之间显示出很强的正相关性( = 0.801-0.934,所有 < 0.0001)。与对照组相比, ( )在结直肠癌中明显更为丰富( < 0.0001),曲线下面积(AUROC)为 0.868( < 0.0001)。在最佳截断值下,最大程度地提高了敏感性和特异性之和, 可将结直肠癌与对照组区分开,在队列 I 中敏感性为 77.7%,特异性为 79.5%。在队列 I 中,与单独使用 相比,四种细菌( + + -)的简单线性组合显示出更好的诊断能力(AUROC = 0.886, < 0.0001)。在独立队列 II 中进一步证实了这些发现。特别是,单独使用 (敏感性 92.8%,特异性 79.8%)和四种细菌(敏感性 92.8%,特异性 81.5%)与粪便免疫化学检测联合用于结直肠癌检测时,诊断性能得到了改善。结直肠癌相关的粪便细菌可作为结直肠癌的新型非侵入性诊断生物标志物。 。

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