Division of Gastroenterology and Hepatology, Geneoscopy Inc., St. Louis, Missouri, USA.
Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, USA.
Clin Transl Gastroenterol. 2021 May 24;12(5):e00360. doi: 10.14309/ctg.0000000000000360.
Effective colorectal cancer (CRC) prevention and screening requires sensitive detection of all advanced neoplasias (CRC and advanced adenomas [AA]). However, existing noninvasive screening approaches cannot accurately detect adenomas with high sensitivity.
Here, we describe a multifactor assay (RNA-FIT test) that combines 8 stool-derived eukaryotic RNA biomarkers, patient demographic information (smoking status), and a fecal immunochemical test (FIT) to sensitively detect advanced colorectal neoplasias and other non-advanced adenomas in a 1,305-patient, average-risk, prospective cohort. This cohort was supplemented with a 22-patient retrospective cohort consisting of stool samples obtained from patients diagnosed with AA or CRC before treatment or resection. Participants within these cohorts were evaluated with the RNA-FIT assay and an optical colonoscopy. RNA-FIT test results were compared with colonoscopy findings.
Model performance was assessed through 5-fold internal cross-validation of the training set (n = 939) and by using the model on a hold out testing set (n = 388). When used on the hold out testing set, the RNA-FIT test attained a 95% sensitivity for CRC (n = 22), 62% sensitivity for AA (n = 52), 25% sensitivity for other non-AA (n = 139), 80% specificity for hyperplastic polyps (n = 74), and 85% specificity for no findings on a colonoscopy (n = 101).
The RNA-FIT assay demonstrated clinically relevant detection of all grades of colorectal neoplasia, including carcinomas, AAs, and ONAs. This assay could represent a noninvasive option to screen for both CRC and precancerous adenomas.
有效的结直肠癌(CRC)预防和筛查需要敏感地检测所有高级肿瘤(CRC 和高级腺瘤[AA])。然而,现有的非侵入性筛查方法无法准确地以高灵敏度检测腺瘤。
在这里,我们描述了一种多因素测定法(RNA-FIT 测试),该方法结合了 8 种粪便来源的真核 RNA 生物标志物、患者人口统计学信息(吸烟状况)和粪便免疫化学测试(FIT),以在 1305 例平均风险的前瞻性队列中敏感地检测结直肠高级肿瘤和其他非高级腺瘤。该队列由 22 例回顾性队列组成,这些队列由在治疗或切除前被诊断为 AA 或 CRC 的患者的粪便样本组成。这些队列中的参与者接受了 RNA-FIT 测定和光学结肠镜检查。将 RNA-FIT 测试结果与结肠镜检查结果进行比较。
通过对训练集(n = 939)的 5 折内部交叉验证和对测试集(n = 388)的模型使用来评估模型性能。当在测试集上使用时,RNA-FIT 测试对 CRC(n = 22)的灵敏度为 95%,对 AA(n = 52)的灵敏度为 62%,对其他非-AA(n = 139)的灵敏度为 25%,对增生性息肉(n = 74)的特异性为 80%,对结肠镜检查无发现(n = 101)的特异性为 85%。
RNA-FIT 测定法显示出对所有结直肠肿瘤的临床相关检测,包括癌、AA 和 ONAs。该测定法可能代表一种非侵入性的筛查 CRC 和癌前腺瘤的选择。