TABLE I:
Current methods and challenges in cfDNA analysis
Challenge | Solution | Comments |
---|---|---|
| ||
DNA damage | DNA repair | Need high-yield method to reverse DNA oxidation and deamination |
cfDNA sampling stochasticity | Larger blood volumes | Concern for patient health |
cfDNA sampling stochasticity | Urine cfDNA | Need for extracting cfDNA from large volumes; process short cfDNA |
| ||
Detecting mutations with ≤1% VAF | Digital PCR | Single-plex, only known mutations |
Detecting mutations with ≤1% VAF | Mass spectrometry | Medium-plex, only known mutations |
Detecting mutations with ≤1% VAF | NGS with UMIs | Expensive and low conversion yield |
Detecting mutations with ≤1% VAF | NGS with allele enrichment | Low-plex, inaccurate quantitation, and low on-target rates |
| ||
High conversion yield from cfDNA | N/A | Need high-yield end-repair and ligation |
NGS depth uniformity | Primer/probe conc. tuning | labor-intensive and imperfect uniformity |
| ||
Detecting fusions in cfDNA | Very large NGS panel | Very expensive because introns are long |
Detecting CNVs in cfDNA | NGS, ddPCR | No current solution for detection ≤5% VAF |
| ||
Rapid cfDNA diagnostics | Nanopore sequencing | High error rates and expensive reads |
Affordable cfDNA diagnostics | N/A | Current cfDNA NGS panels have list price over $4,000 |