Abstract | BACKGROUND: Although colonoscopy is the standard screening test for colorectal cancer (CRC), its use is limited by a poor compliance rate, the need for extensive bowel preparation, and the risk of complications. As an alternative, an FDA-approved stool-based DNA test, Cologuard, has demonstrated satisfactory detection performance for CRC, but its compliance rate remains suboptimal, primarily attributable to individuals' reluctance to provide stool samples. METHODS: We developed a noninvasive blood-based CRC test, ColonSecure, based on cell-free DNA containing cancer-specific CpG island methylation patterns. We initially screened publicly available datasets for differentially methylated CpG sites in CRC with prediction potential. Subsequently, we performed two sequential bisulfite-free methylation sequencing on blood samples obtained from CRC patients and non- cancer controls. Through rigorous evaluation of each marker and machine learning-assisted feature selection, we identified 149 hypermethylated markers from over 193,000 CpG sites. These markers were then utilized to construct the ColonSecure model, enabling accurate CRC detection. RESULTS: We validated the efficacy of our cell-free DNA methylation-based blood test for CRC screening with 3493 high-risk individuals identified from 114,136 urban residents. The ColonSecure test identified 89 out of 103 CRC patients diagnosed by the follow-up colonoscopy, outperforming CEA, CRP, and CA19-9 (with a sensitivity of 86.4% compared to 45.6%, 39.8%, and 25.2% for CEA, CRP, and CA19-9 respectively; an AUROC of 0.956 compared to an AUROC of < 0.77 for other methods). CONCLUSION: Our observations emphasize the potential of our multiple cfDNA methylation marker-based test for CRC screening in high-risk populations.
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Authors | Fuqiang Zhao, Ping Bai, Jianfeng Xu, Zitong Li, Shan Muhammad, Diange Li, Zeyue Zhang, Yibo Gao, Qian Liu |
Journal | Molecular cancer
(Mol Cancer)
Vol. 22
Issue 1
Pg. 157
(09 28 2023)
ISSN: 1476-4598 [Electronic] England |
PMID | 37770864
(Publication Type: Letter, Research Support, Non-U.S. Gov't)
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Copyright | © 2023. BioMed Central Ltd., part of Springer Nature. |
Chemical References |
- Cell-Free Nucleic Acids
- CA-19-9 Antigen
- Biomarkers, Tumor
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Topics |
- Humans
- DNA Methylation
- Cell-Free Nucleic Acids
(genetics)
- Prospective Studies
- CA-19-9 Antigen
- Early Detection of Cancer
- CpG Islands
- Colorectal Neoplasms
(diagnosis, genetics)
- Biomarkers, Tumor
(genetics)
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