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The epiCED is a noninvasive blood-based assay designed for early detection of colorectal cancer (CRC) using circulating cell-free DNA (cfDNA) 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) epigenetic markers. This study leverages retrospective, multi-center cohorts of CRC patients and non-cancer controls to discover and validate a robust cfDNA methylation signature. Small-scale sequencing and machine learning-based modeling will be applied to identify a minimal panel of methylation markers that can accurately discriminate CRC from non-cancer individuals, including early-stage disease. The ultimate goal is to develop a clinically practical, noninvasive screening tool that enables population-level early detection and improves patient outcomes.
The epiCED is a noninvasive, blood-based approach aimed at early detection of colorectal cancer (CRC) using circulating cell-free DNA (cfDNA) 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) epigenetic markers. Early detection of CRC is critical for improving patient outcomes, but current diagnostic tools-including colonoscopy, CT, and MRI-are either invasive, costly, or insufficiently sensitive for early-stage disease, limiting their use for population-wide screening.
This study will utilize retrospective, multi-center cohorts comprising adult participants (≥18 years) with confirmed CRC and non-cancer controls, including healthy volunteers and individuals with benign gastrointestinal conditions. Blood samples will be subjected to cfDNA extraction and small-scale epigenetic sequencing to profile 5mC and 5hmC patterns.
During the discovery phase, differential methylation analysis and machine learning-based feature selection will be applied to identify a minimal set of cfDNA methylation markers that optimally discriminate CRC from non-cancer individuals. In the training and validation phase, the identified signature will be evaluated across independent international multi-center cohorts to ensure reproducibility, robustness, and early-stage detection performance.
The primary objectives are to:
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| CRC | Adult patients with confirmed colorectal cancer from international centers. | ||
| Control | Non-cancer individuals, including healthy volunteers or patients with benign gastrointestinal conditions. |
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| Measure | Description | Time Frame |
|---|---|---|
| Sensitivity for detecting colorectal cancer | Proportion of true positive CRC cases correctly identified by the cfDNA methylation panel. | Baseline (pre-treatment blood sample collection) |
| Measure | Description | Time Frame |
|---|---|---|
| Specificity for detecting colorectal cancer | Proportion of true negative (non-cancer) individuals correctly classified by the cfDNA methylation panel. | Frame: Baseline (pre-treatment blood sample collection) |
| Area Under the Receiver Operating Characteristic Curve (AUROC) |
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Inclusion Criteria:
Exclusion Criteria:
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Retrospective, international multi-center cohort of adults (≥18 years), including CRC patients and non-cancer controls. Blood samples and corresponding de-identified clinical data are available for discovery, model training, and multi-center validation.
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| Name | Affiliation | Role |
|---|---|---|
| Ajay Goel, PhD | City of Hope Medical Center | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| City of Hope Nat Medical Ctr | Monrovia | California | 91016 | United States |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 39636625 | Background | Goddard KAB, Feuer EJ, Mandelblatt JS, Meza R, Holford TR, Jeon J, Lansdorp-Vogelaar I, Gulati R, Stout NK, Howlader N, Knudsen AB, Miller D, Caswell-Jin JL, Schechter CB, Etzioni R, Trentham-Dietz A, Kurian AW, Plevritis SK, Hampton JM, Stein S, Sun LP, Umar A, Castle PE. Estimation of Cancer Deaths Averted From Prevention, Screening, and Treatment Efforts, 1975-2020. JAMA Oncol. 2025 Feb 1;11(2):162-167. doi: 10.1001/jamaoncol.2024.5381. | |
| 38572751 |
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| ID | Term |
|---|---|
| D015179 | Colorectal Neoplasms |
| D004194 | Disease |
| ID | Term |
|---|---|
| D007414 | Intestinal Neoplasms |
| D005770 | Gastrointestinal Neoplasms |
| D004067 | Digestive System Neoplasms |
| D009371 | Neoplasms by Site |
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AUROC of the cfDNA methylation panel for distinguishing CRC patients from non-cancer controls. |
| Baseline (pre-treatment blood sample collection) |
| Background |
| Bray F, Laversanne M, Sung H, Ferlay J, Siegel RL, Soerjomataram I, Jemal A. Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2024 May-Jun;74(3):229-263. doi: 10.3322/caac.21834. Epub 2024 Apr 4. |
| D009369 | Neoplasms |
| D004066 | Digestive System Diseases |
| D005767 | Gastrointestinal Diseases |
| D003108 | Colonic Diseases |
| D007410 | Intestinal Diseases |
| D012002 | Rectal Diseases |
| D010335 | Pathologic Processes |
| D013568 | Pathological Conditions, Signs and Symptoms |