Analytical Validation of an Early Detection Pancreatic Cancer Test Using 5-Hydroxymethylation Signatures

J Mol Diagn. 2024 Oct;26(10):888-896. doi: 10.1016/j.jmoldx.2024.06.007. Epub 2024 Sep 3.

Abstract

Early detection of pancreatic cancer has been shown to improve patient survival rates. However, effective early detection tools to detect pancreatic cancer do not currently exist. The Avantect Pancreatic Cancer Test, leveraging the 5-hydroxymethylation [5-hydroxymethylcytosine (5hmC)] signatures in cell-free DNA, was developed and analytically validated to address this unmet need. We report a comprehensive analytical validation study encompassing precision, sample stability, limit of detection, interfering substance studies, and a comparison with an alternative method. The assay performance on an independent case-control patient cohort was previously reported with a sensitivity for early-stage (stage I/II) pancreatic cancer of 68.3% (95% CI, 51.9%-81.9%) and an overall specificity of 96.9% (95% CI, 96.1%-97.7%). Precision studies showed a cancer classification of 100% concordance in biological replicates. The sample stability studies revealed stable assay performance for up to 7 days after blood collection. The limit of detection studies revealed equal results between early- and late-stage cancer samples, emphasizing strong early-stage performance characteristics. Comparisons of concordance of the Avantect assay with the enzymatic methyl sequencing (EM-Seq) method, which measures both methylation (5-methylcytosine) and 5hmC, were >95% for all samples tested. The Avantect Pancreatic Cancer Test showed strong analytical validation in multiple validation studies required for laboratory-developed test accreditation. The comparison of 5hmC versus EM-Seq further validated the 5hmC approach as a robust and reproducible assay.

Publication types

  • Validation Study

MeSH terms

  • 5-Methylcytosine* / analogs & derivatives
  • 5-Methylcytosine* / metabolism
  • Aged
  • Biomarkers, Tumor* / genetics
  • Case-Control Studies
  • DNA Methylation*
  • Early Detection of Cancer* / methods
  • Female
  • Humans
  • Limit of Detection
  • Male
  • Middle Aged
  • Pancreatic Neoplasms* / diagnosis
  • Pancreatic Neoplasms* / genetics
  • Reproducibility of Results
  • Sensitivity and Specificity

Substances

  • 5-Methylcytosine
  • 5-hydroxymethylcytosine
  • Biomarkers, Tumor