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用于结直肠癌的下一代多靶点粪便DNA筛查检测的算法开发与早期性能评估

Algorithm Development and Early Performance Evaluation of a Next-Generation Multitarget Stool DNA Screening Test for Colorectal Cancer.

作者信息

Imperiale Thomas F, Gagrat Zubin D, Krockenberger Martin, Porter Kyle, Ziegler Emily, Leduc Christine M, Matter Michael B, Olson Marilyn C, Limburg Paul J

机构信息

Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana.

Exact Sciences, Madison, Wisconsin.

出版信息

Gastro Hep Adv. 2024 May 17;3(6):740-748. doi: 10.1016/j.gastha.2024.05.002. eCollection 2024.

Abstract

BACKGROUND AND AIMS

The multitarget stool DNA (mt-sDNA) assay is a noninvasive average-risk colorectal cancer (CRC) screening test. A new biomarker panel was developed for a next-generation test to improve specificity while maintaining/increasing sensitivity. We aimed first to establish an algorithm and cutoff for the next-generation mt-sDNA test and then to validate it using archived samples from the pivotal DeeP-C study (NCT01397747) of the first-generation test.

METHODS

Algorithm development and cross-validation included 3011 samples from 2 specimen collection studies (NCT03821948 and NCT03789162). The algorithm and cutoff were locked before validation. Validation test set samples included 57 CRC, 583 advanced precancerous lesions (APLs), and 7022 samples negative for CRC or APLs from the DeeP-C study, which prospectively enrolled average-risk, asymptomatic adults aged 50-84 years before screening colonoscopy. Next-generation biomarkers included methylated DNA markers ceramide synthase 4 gene, leucine-rich repeat-containing protein 4 gene, serine/threonine-protein phosphatase 2A 56 kDa regulatory subunit gamma isoform gene, and zinc finger DHHC-type containing 1 gene (reference marker), and fecal hemoglobin. Primary validation end points were CRC sensitivity and specificity for the absence of advanced neoplasia. Secondary end points included APL sensitivity and specificity for non-neoplastic findings or negative colonoscopy.

RESULTS

Cross-validation and best-fit results from algorithm development closely matched, confirming algorithm reliability and reproducibility. For the test set, next-generation mt-sDNA test sensitivity was 93.0% (95% confidence interval [CI], 83.0%-98.1%) for CRC and 48.4% (95% CI, 44.2%-52.5%) for APLs. Specificity was 88.5% (95% CI, 87.7%-89.2%) for the absence of advanced neoplasia and 90.4% (95% CI, 89.5%-91.2%) for the combination of non-neoplastic findings or negative colonoscopy.

CONCLUSION

Based on archived samples, the next-generation mt-sDNA test demonstrated promising CRC screening performance characteristics that will be further assessed in a prospective clinical validation study (BLUE-C; NCT04144738).

摘要

背景与目的

多靶点粪便DNA(mt-sDNA)检测是一种用于平均风险结直肠癌(CRC)筛查的非侵入性检测方法。为了开发一种新一代检测方法,在保持/提高灵敏度的同时提高特异性,研发了一种新的生物标志物组合。我们的目标首先是为新一代mt-sDNA检测建立一种算法和临界值,然后使用第一代检测的关键DeeP-C研究(NCT01397747)中的存档样本对其进行验证。

方法

算法开发和交叉验证纳入了来自2项样本采集研究(NCT03821948和NCT03789162)的3011份样本。在验证之前锁定算法和临界值。验证测试集样本包括来自DeeP-C研究的57例CRC、583例高级癌前病变(APL)以及7022例CRC或APL阴性的样本,该研究前瞻性纳入了50 - 84岁平均风险、无症状的成年人,在进行结肠镜筛查之前。新一代生物标志物包括甲基化DNA标志物神经酰胺合酶4基因、富含亮氨酸重复序列蛋白4基因、丝氨酸/苏氨酸蛋白磷酸酶2A 56 kDa调节亚基γ异构体基因以及含锌指DHHC型1基因(参考标志物),以及粪便血红蛋白。主要验证终点是CRC的灵敏度以及无进展期肿瘤形成的特异性。次要终点包括APL的灵敏度以及非肿瘤性发现或结肠镜检查阴性的特异性。

结果

算法开发的交叉验证和最佳拟合结果紧密匹配,证实了算法的可靠性和可重复性。对于测试集,新一代mt-sDNA检测对CRC的灵敏度为93.0%(95%置信区间[CI],83.0% - 98.1%),对APL的灵敏度为48.4%(95%CI,44.2% - 52.5%)。对于无进展期肿瘤形成的特异性为88.5%(95%CI,87.7% - 89.2%),对于非肿瘤性发现或结肠镜检查阴性的组合特异性为90.4%(95%CI,89.5% - 91.2%)。

结论

基于存档样本,新一代mt-sDNA检测显示出有前景的CRC筛查性能特征,将在前瞻性临床验证研究(BLUE-C;NCT04144738)中进一步评估。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aad7/11401593/6459707fb7ac/ga1.jpg

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