Next-generation multi-target stool DNA panel accurately detects colorectal cancer and advanced precancerous lesions.
Zubin D GagratMartin KrockenbergerAbhik BhattacharyaBridget Z GagratChristine M LeducMichael B MatterKeith D FourrierDouglas W MahoneyDavid K Edwards VGraham P LidgardPaul J LimburgScott C JohnsonMichael J DomanicoJohn B KisielPublished in: Cancer prevention research (Philadelphia, Pa.) (2024)
The multi-target stool DNA (mt-sDNA) test screens for colorectal cancer (CRC) by analyzing DNA methylation/mutation and hemoglobin markers to algorithmically derive a qualitative result. A new panel of highly discriminant candidate methylated DNA markers (MDMs) was recently developed. Performance of the novel MDM panel, with hemoglobin, was evaluated in a simulated screening population using archived stool samples weighted to early-stage CRC and prospectively collected advanced precancerous lesions (APLs). Marker selection (MSS) and separate preliminary independent verification studies (VS) were conducted utilizing samples from multi-center, case-control studies. Sample processing included targeted MDM capture, bisulfite conversion, and MDM quantitation. Fecal hemoglobin was quantified using enzyme-linked immunosorbent assay. Samples were stratified into 75%/25% training-testing sets; model outcomes were cross-validated 1,000 times. All laboratory operators were blinded. The MSS included 232 cases (120 CRC/112 APLs) and 490 controls. The VS featured 210 cases (112 CRC/98 APLs) and 567 controls; APLs were 86.7% adenomas and 13.3% sessile serrated lesions (SSLs). Average age was 65.5 (cases) and 63.2 (controls) years. Mean sensitivity in the VS from cross-validation was 95.2% for CRC and 57.2% for APLs, with specificities of 89.8% (no CRC/APLs) and 92.4% (no neoplasia). Subgroup analyses showed CRC sensitivities of 93.4% (Stage I) and 94.2% (Stage II). APL sensitivity was 82.9% for high-grade dysplasia, 73.4% for villous lesions, 49.8% for tubular lesions, and 30.2% for SSLs. These data support high sensitivity and specificity for a next-generation mt-sDNA test panel. Further evaluation of assay performance will be characterized in a prospective, multicenter clinical validation study (NCT04144738).
Keyphrases
- case control
- high grade
- early stage
- dna methylation
- circulating tumor
- high throughput
- cell free
- single molecule
- magnetic resonance
- genome wide
- low grade
- clinical trial
- mass spectrometry
- gene expression
- squamous cell carcinoma
- type diabetes
- radiation therapy
- study protocol
- lymph node
- drug delivery
- electronic health record
- weight loss
- big data
- high resolution
- skeletal muscle
- liquid chromatography tandem mass spectrometry
- circulating tumor cells
- liquid chromatography
- rectal cancer