下一代多靶点大便 DNA 大肠癌筛查检验的算法开发和早期性能评估

{"title":"下一代多靶点大便 DNA 大肠癌筛查检验的算法开发和早期性能评估","authors":"","doi":"10.1016/j.gastha.2024.05.002","DOIUrl":null,"url":null,"abstract":"<div><h3>Background and Aims</h3><p>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.</p></div><div><h3>Methods</h3><p>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.</p></div><div><h3>Results</h3><p>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.</p></div><div><h3>Conclusion</h3><p>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).</p></div>","PeriodicalId":73130,"journal":{"name":"Gastro hep advances","volume":"3 6","pages":"Pages 740-748"},"PeriodicalIF":0.0000,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772572324000682/pdfft?md5=f370e2134caedae468ba7504471851e7&pid=1-s2.0-S2772572324000682-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Algorithm Development and Early Performance Evaluation of a Next-Generation Multitarget Stool DNA Screening Test for Colorectal Cancer\",\"authors\":\"\",\"doi\":\"10.1016/j.gastha.2024.05.002\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background and Aims</h3><p>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.</p></div><div><h3>Methods</h3><p>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.</p></div><div><h3>Results</h3><p>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.</p></div><div><h3>Conclusion</h3><p>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).</p></div>\",\"PeriodicalId\":73130,\"journal\":{\"name\":\"Gastro hep advances\",\"volume\":\"3 6\",\"pages\":\"Pages 740-748\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S2772572324000682/pdfft?md5=f370e2134caedae468ba7504471851e7&pid=1-s2.0-S2772572324000682-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Gastro hep advances\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2772572324000682\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Gastro hep advances","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2772572324000682","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

背景和目的多靶点粪便 DNA(mt-sDNA)检测是一种无创的平均风险结直肠癌(CRC)筛查试验。为了提高特异性,同时保持/提高灵敏度,我们为下一代检测开发了一个新的生物标记物面板。我们的目标首先是为下一代mt-sDNA检验建立算法和临界值,然后使用第一代检验的关键性DeeP-C研究(NCT01397747)的存档样本对其进行验证。方法算法开发和交叉验证包括来自2项样本采集研究(NCT03821948和NCT03789162)的3011份样本。在验证前锁定了算法和截止值。验证测试集样本包括来自 DeeP-C 研究的 57 例 CRC、583 例晚期癌前病变 (APL) 和 7022 例 CRC 或 APL 阴性样本。下一代生物标记物包括甲基化DNA标记物神经酰胺合成酶4基因、富含亮氨酸重复蛋白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、锌指DHHC型含1基因(参考标记物)和粪便血红蛋白。主要验证终点是 CRC 对无晚期肿瘤的敏感性和特异性。结果交叉验证和算法开发的最佳拟合结果非常吻合,证实了算法的可靠性和可重复性。对于测试集,下一代 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% 置信区间 [CI],44.2%-52.5%)。结论基于存档样本,下一代mt-sDNA检验显示出很好的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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

摘要图片

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Algorithm Development and Early Performance Evaluation of a Next-Generation Multitarget Stool DNA Screening Test for Colorectal Cancer

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).

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Gastro hep advances
Gastro hep advances Gastroenterology
CiteScore
0.80
自引率
0.00%
发文量
0
审稿时长
64 days
期刊最新文献
Supine-Position Endoscopic Retrograde Cholangiopancreatography for a Patient With Severe Motor and Intellectual Disabilities Combined MALT Lymphoma and Early Gastric Cancer in a Reconstructed Gastric Tube Successfully Treated With Endoscopic Submucosal Dissection Association of Statin, Metformin, and Aspirin Use With Hepatocellular Carcinoma in the All of Us Research Program Aortoesophageal Fistula in a Patient With Recent Endoscopic Balloon Dilation and History of Esophageal Myotomies for Achalasia Functional and Structural Investigation of Myenteric Neurons in the Human Colon
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1