Early changes in tumor-naive cell-free methylomes and fragmentomes predict outcomes in pembrolizumab-treated solid tumors.
Eric Y ZhaoEnrique Sanz-GarciaZhihui Amy LiuDerek WongKayla MarshAlbiruni Abdul RazakAnna SpreaficoPhilippe L BedardAaron Richard HansenStéphanie LheureuxDax TortiBernard LamShih Yu Cindy YangJustin M BurgenerPing LuoYong ZengNicholas ChengPhillip AwadallaScott V BratmanPamela S OhashiTrevor J PughLillian L SiuPublished in: Cancer discovery (2024)
Early kinetics of circulating tumor DNA (ctDNA) in plasma predict response to pembrolizumab, but typically requires sequencing of matched tumor tissue or fixed gene panels. We analyzed genome-wide methylation and fragment length profiles using cell-free methylated DNA immunoprecipitation and sequencing (cfMeDIP-seq) in 204 plasma samples from 87 patients before and during treatment with pembrolizumab from a pan-cancer phase II investigator-initiated trial (INSPIRE). We trained a pan-cancer methylation signature using independent methylation array data from The Cancer Genome Atlas to quantify a cancer-specific methylation (CSM) and fragment length score (FLS) for each sample. CSM and FLS are strongly correlated with tumor-informed ctDNA levels. Early kinetics of CSM predict overall survival and progression-free survival, independently of tumor type, PD-L1, and tumor mutation burden. Early kinetics of FLS are associated with overall survival independently of CSM. Our tumor-naïve mutation-agnostic ctDNA approach integrating methylomics and fragmentomics could predict outcomes in patients treated with pembrolizumab.
Keyphrases
- circulating tumor
- cell free
- genome wide
- papillary thyroid
- circulating tumor cells
- dna methylation
- phase ii
- free survival
- clinical trial
- squamous cell
- advanced non small cell lung cancer
- newly diagnosed
- adipose tissue
- lymph node metastasis
- ejection fraction
- type iii
- prognostic factors
- skeletal muscle
- study protocol
- childhood cancer
- mass spectrometry
- artificial intelligence
- rna seq
- peritoneal dialysis
- high intensity
- placebo controlled