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用于分层当前结直肠癌风险的基于血液的生物标志物面板。

A blood-based biomarker panel for stratifying current risk for colorectal cancer.

机构信息

GeneNews Ltd., Richmond Hill, Ontario, Canada.

出版信息

Int J Cancer. 2010 Mar 1;126(5):1177-86. doi: 10.1002/ijc.24910.

Abstract

Colorectal cancer (CRC) is often curable and preventable using current screening modalities. Unfortunately, screening compliance remains low, partly due to patient dissatisfaction with faecal/endoscopic testing. Recent guidelines advise CRC screening should begin with risk stratification. A blood-based test providing clinically actionable CRC risk information would likely improve screening compliance and enhance clinical decision making. We analyzed 196 gene expression profiles to select candidate CRC biomarkers. qRT-PCR was performed on 642 samples to develop a 7-gene biomarker panel using 112 CRC/120 controls (training set) and 202 CRC/208 controls (independent, blind test set). Panel performance characteristics and disease prevalence (0.7%) were then used to develop a scale assessing an individual's current risk of having CRC based on his/her gene signature. A 7-gene panel (ANXA3, CLEC4D, LMNB1, PRRG4, TNFAIP6, VNN1 and IL2RB) discriminated CRC in the training set (area under the receiver-operating-characteristic curve (ROC AUC), 0.80; accuracy, 73%; sensitivity, 82%; specificity 64%). The independent blind test set confirmed performance (ROC AUC, 0.80; accuracy, 71%; sensitivity, 72%; specificity, 70%). Individual gene profiles were compared against the population results and used to calculate the current relative risk for CRC. We have developed a 7-gene, blood-based biomarker panel that can stratify subjects according to their current relative risk across a broad range in an average-risk population. Across the continuous spectrum of risk as defined by the current relative risk scale, it is possible to identify clinically meaningful reference points that can assist patients and physicians in CRC screening decision making.

摘要

结直肠癌(CRC)通常可以通过目前的筛查方式进行治疗和预防。不幸的是,筛查的依从性仍然很低,部分原因是患者对粪便/内镜检查不满意。最近的指南建议 CRC 筛查应从风险分层开始。一种提供临床可操作的 CRC 风险信息的基于血液的测试可能会提高筛查的依从性,并增强临床决策。我们分析了 196 个基因表达谱,以选择候选的 CRC 生物标志物。使用 112 例 CRC/120 例对照(训练集)和 202 例 CRC/208 例对照(独立、盲法测试集)进行了 642 个样本的 qRT-PCR,以开发一个 7 基因生物标志物检测 panel。然后,使用该 panel 的性能特征和疾病患病率(0.7%)来开发一种基于个体基因特征评估其当前患 CRC 风险的量表。一个 7 基因 panel(ANXA3、CLEC4D、LMNB1、PRRG4、TNFAIP6、VNN1 和 IL2RB)在训练集中区分了 CRC(接受者操作特征曲线下面积(ROC AUC),0.80;准确性,73%;敏感性,82%;特异性 64%)。独立的盲法测试集证实了性能(ROC AUC,0.80;准确性,71%;敏感性,72%;特异性,70%)。将个体基因谱与人群结果进行比较,并用于计算当前的 CRC 相对风险。我们开发了一个 7 基因、基于血液的生物标志物检测 panel,可以根据人群中当前的相对风险对受试者进行分层,范围广泛,适用于一般风险人群。在当前相对风险量表定义的连续风险谱中,可以识别出具有临床意义的参考点,这些参考点可以帮助患者和医生进行 CRC 筛查决策。

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