Single-molecule epiallelic profiling of DNA derived from routinely collected Pap specimens for noninvasive detection of ovarian cancer.
Christine M O'KeefeYang ZhaoLeslie M CopeChih-Ming HoAmanda N FaderRebecca StoneJames S FerrisAnna BeavisKimberly LevinsonStephanie WethingtonTian-Li WangThomas R PisanicIe-Ming ShihTza-Huei WangPublished in: Clinical and translational medicine (2024)
Recent advances in molecular analyses of ovarian cancer have revealed a wealth of promising tumour-specific biomarkers, including protein, DNA mutations and methylation; however, reliably detecting such alterations at satisfactorily high sensitivity and specificity through low-cost methods remains challenging, especially in early-stage diseases. Here we present PapDREAM, a new approach that enables detection of rare, ovarian-cancer-specific aberrations of DNA methylation from routinely-collected cervical Pap specimens. The PapDREAM approach employs a microfluidic platform that performs highly parallelized digital high-resolution melt to analyze locus-specific DNA methylation patterns on a molecule-by-molecule basis at or near single CpG-site resolution at a fraction (< 1/10th) of the cost of next-generation sequencing techniques. We demonstrate the feasibility of the platform by assessing intermolecular heterogeneity of DNA methylation in a panel of methylation biomarker loci using DNA derived from Pap specimens obtained from a cohort of 43 women, including 18 cases with ovarian cancer and 25 cancer-free controls. PapDREAM leverages systematic multidimensional bioinformatic analyses of locus-specific methylation heterogeneity to improve upon Pap-specimen-based detection of ovarian cancer, demonstrating a clinical sensitivity of 50% at 99% specificity in detecting ovarian cancer cases with an area under the receiver operator curve of 0.90. We then establish a logistic regression model that could be used to identify high-risk patients for subsequent clinical follow-up and monitoring. The results of this study support the utility of PapDREAM as a simple, low-cost screening method with the potential to integrate with existing clinical workflows for early detection of ovarian cancer. KEY POINTS: We present a microfluidic platform for detection and analysis of rare, heterogeneously methylated DNA within Pap specimens towards detection of ovarian cancer. The platform achieves high sensitivity (fractions <0.00005%) at a suitably low cost (∼$25) for routine screening applications. Furthermore, it provides molecule-by-molecule quantitative analysis to facilitate further study on the effect of heterogeneous methylation on cancer development.
Keyphrases
- dna methylation
- single molecule
- low cost
- genome wide
- single cell
- circulating tumor
- high throughput
- label free
- early stage
- loop mediated isothermal amplification
- high resolution
- gene expression
- copy number
- real time pcr
- papillary thyroid
- atomic force microscopy
- cell free
- polycystic ovary syndrome
- circulating tumor cells
- newly diagnosed
- risk assessment
- young adults
- ejection fraction
- type diabetes
- skeletal muscle
- metabolic syndrome
- lymph node
- nucleic acid
- genome wide association study
- mass spectrometry
- sensitive detection
- high speed
- neoadjuvant chemotherapy
- locally advanced
- rectal cancer