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三血浆 miRNA 标志物panel 预测结直肠癌风险:基于社区的巢式病例对照研究。

A three-plasma miRNA panel predicts the risk of colorectal cancer: a community-based nested case‒control study.

机构信息

Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China.

Department of Health Promotion & Chronic Non-Communicable Disease Control, Wuxi Center for Disease Control and Prevention (The Affiliated Wuxi Center for Disease Control and Prevention of Nanjing Medical University), Wuxi, Jiangsu, China.

出版信息

Sci Rep. 2023 Mar 14;13(1):4196. doi: 10.1038/s41598-023-31449-3.

Abstract

Circulating microRNAs (miRNAs) have been considered potential markers for the early detection of malignant colorectal cancer (CRC). We aimed to identify a group of miRNAs for the early detection of CRC and assess their predictive ability in a community-based population in China. A nested case‒control study consisting of 97 incident colorectal cancer cases and 103 frequency-matched healthy controls was conducted. The data were randomly assigned into a training set (60%) and a test set (40%). We selected and detected 10 kinds of miRNAs in plasma samples. Multivariate logistic regression analysis was used to identify miRNAs associated with colorectal cancer risk in the training set and test set. Then, we evaluated the predictive ability of the identified miRNAs by the receiver operating characteristic curve (ROC). In this study, three miRNAs (miRNA-29a, miRNA-125b, miRNA-145) were significantly associated with colorectal cancer risk in both the training set and test set. The sensitivity of the identified miRNAs ranged from 0.854 to 0.961. After adding the identified miRNAs, the AUC (area under the curve) value significantly increased from 0.61 to 0.71 compared with the basic model consisting of only basic demographic information. We identified a three-plasma miRNA signature that may serve as a novel non-invasive biomarker in early CRC detection and in predicting individual CRC risk in the generation population.

摘要

循环 microRNAs(miRNAs)已被认为是恶性结直肠癌(CRC)早期检测的潜在标志物。我们旨在鉴定一组用于 CRC 早期检测的 miRNAs,并评估其在中国基于社区人群中的预测能力。一项巢式病例对照研究纳入了 97 例新发结直肠癌病例和 103 例频数匹配的健康对照者。数据被随机分配到训练集(60%)和测试集(40%)中。我们选择并检测了血浆样本中的 10 种 miRNAs。多变量逻辑回归分析用于鉴定与训练集和测试集 CRC 风险相关的 miRNAs。然后,我们通过接收者操作特征曲线(ROC)评估鉴定出的 miRNAs 的预测能力。在这项研究中,三种 miRNAs(miRNA-29a、miRNA-125b、miRNA-145)在训练集和测试集均与结直肠癌风险显著相关。鉴定出的 miRNAs 的灵敏度范围为 0.854 至 0.961。与仅包含基本人口统计学信息的基本模型相比,添加鉴定出的 miRNAs 后,AUC(曲线下面积)值从 0.61 显著增加到 0.71。我们鉴定出了一个三血浆 miRNA 特征,它可能作为早期 CRC 检测中的一种新型非侵入性生物标志物,并在预测一般人群中个体 CRC 风险方面具有潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a40c/10014991/f5b03aa15f07/41598_2023_31449_Fig1_HTML.jpg

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