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. Author manuscript; available in PMC: 2022 Sep 1.
Published in final edited form as: Nat Biomed Eng. 2022 Jan 31;6(3):232–245. doi: 10.1038/s41551-021-00837-3

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