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基于血液游离循环肿瘤细胞 DNA 的甲基化特征在结直肠癌早期检测中的发现和验证:一项病例对照研究。

Discovery and validation of methylation signatures in blood-based circulating tumor cell-free DNA in early detection of colorectal carcinoma: a case-control study.

机构信息

Colorectal Surgery Department, Changhai Hospital, Naval Medical University, Changhai Road No.168, Yangpu District, Shanghai, 200433, China.

Colorectal Surgery Department, The Sixth Affiliated Hospital of Sun Yat-Sen University, Yuancun Erheng Road No. 26, Guangzhou, 510655, China.

出版信息

Clin Epigenetics. 2021 Feb 3;13(1):26. doi: 10.1186/s13148-020-00985-4.

Abstract

BACKGROUND

Early detection of colorectal carcinoma (CRC) would help to identify tumors when curative treatments are available and beneficial. However, current screening methods for CRC, e.g., colonoscopy, may affect patients' compliance due to the uncomfortable, invasive and time-consuming process. In recent decades, methylation profiles of blood-based circulating tumor DNA (ctDNA) have shown promising results in the early detection of multiple tumors. Here we conducted a study to investigate the performance of ctDNA methylation markers in early detection of CRC.

RESULTS

In total, 742 participants were enrolled in the study including CRC (n = 332), healthy control (n = 333), benign colorectal disease (n = 65) and advanced adenoma (n = 12). After age-matched and randomization, 298 participants (149 cancer and 149 healthy control) were included in training set and 141 (67 cancer and 74 healthy control) were in test set. In the training set, the specificity was 89.3% (83.2-93.7%) and the sensitivity was 88.6% (82.4-93.2%). In terms of different stages, the sensitivities were 79.4% (62.1-91.2%) in patients with stage I, 88.9% (77.3-95.8%) in patients with stage II, 91.4% (76.9-98.2%) in patients with stage III and 96.2% (80.3-99.9%) in patients with stage IV. Similar results were validated in the test set with the specificity of 91.9% (83.1-97.0%) and sensitivity of 83.6% (72.5-91.6%). Sensitivities for stage I-III were 87.0% (79.7-92.4%) in the training set and 82.5% (70.2-91.3%) in the test set, respectively. In the unmatched total population, the positive ratios were 7.8% (5.2-11.2%) in healthy control, 30.8% (19.9-43.5%) in benign colorectal disease and 58.3% (27.5-84.7%) in advanced adenoma, while the sensitivities of stage I-IV were similar with training and test sets. Compared with methylated SEPT9 model, the present model had higher sensitivity (87.0% [81.8-91.2%] versus 41.2% [34.6-48.1%], P < 0.001) under comparable specificity (90.1% [85.4-93.7%] versus 90.6% [86.0-94.1%]).

CONCLUSIONS

Together our findings showed that ctDNA methylation markers were promising in the early detection of CRC. Further validation of this model is warranted in prospective studies.

摘要

背景

早期发现结直肠癌(CRC)有助于在可进行治疗性治疗时识别肿瘤,并从中受益。然而,目前 CRC 的筛查方法,例如结肠镜检查,由于其不适、有创和耗时的过程,可能会影响患者的依从性。近几十年来,基于血液的循环肿瘤 DNA(ctDNA)甲基化谱在多种肿瘤的早期检测中显示出良好的效果。在此,我们进行了一项研究,以调查 ctDNA 甲基化标志物在 CRC 早期检测中的性能。

结果

共有 742 名参与者入组了这项研究,包括 CRC(n=332)、健康对照组(n=333)、良性结直肠疾病(n=65)和高级腺瘤(n=12)。在年龄匹配和随机化后,共有 298 名参与者(149 名癌症和 149 名健康对照组)被纳入训练集,141 名(67 名癌症和 74 名健康对照组)被纳入测试集。在训练集中,特异性为 89.3%(83.2-93.7%),敏感性为 88.6%(82.4-93.2%)。在不同的分期中,Ⅰ期患者的敏感性为 79.4%(62.1-91.2%),Ⅱ期患者为 88.9%(77.3-95.8%),Ⅲ期患者为 91.4%(76.9-98.2%),Ⅳ期患者为 96.2%(80.3-99.9%)。在测试集中也得到了类似的验证,特异性为 91.9%(83.1-97.0%),敏感性为 83.6%(72.5-91.6%)。Ⅰ-Ⅲ期的敏感性在训练集和测试集中分别为 87.0%(79.7-92.4%)和 82.5%(70.2-91.3%)。在未匹配的总人群中,健康对照组的阳性率为 7.8%(5.2-11.2%),良性结直肠疾病为 30.8%(19.9-43.5%),高级腺瘤为 58.3%(27.5-84.7%),而Ⅰ-Ⅳ期的敏感性与训练集和测试集相似。与甲基化 SEPT9 模型相比,该模型在具有可比性的特异性(90.1%[85.4-93.7%]比 90.6%[86.0-94.1%])下具有更高的敏感性(87.0%[81.8-91.2%]比 41.2%[34.6-48.1%],P<0.001)。

结论

综上所述,我们的研究结果表明,ctDNA 甲基化标志物在 CRC 的早期检测中具有很大的潜力。有必要在前瞻性研究中进一步验证该模型。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/490d/7856810/ec3b5d35e2ec/13148_2020_985_Fig1_HTML.jpg

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