5-Hydroxymethylcytosine in Cell-Free DNA Predicts Immunotherapy Response in Lung Cancer

Jianming Shao, Yitian Xu, Randall J. Olsen, Saro Kasparian, Kai Sun, Sunil Mathur, Jun Zhang, Chuan He, Shu Hsia Chen, Eric H. Bernicker, Zejuan Li

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

Immune checkpoint inhibitors (ICIs) drastically improve therapeutic outcomes for lung cancer, but accurately predicting individual patient responses to ICIs remains a challenge. We performed the genome-wide profiling of 5-hydroxymethylcytosine (5hmC) in 85 plasma cell-free DNA (cfDNA) samples from lung cancer patients and developed a 5hmC signature that was significantly associated with progression-free survival (PFS). We built a 5hmC predictive model to quantify the 5hmC level and validated the model in the validation, test, and control sets. Low weighted predictive scores (wp-scores) were significantly associated with a longer PFS compared to high wp-scores in the validation [median 7.6 versus 1.8 months; p = 0.0012; hazard ratio (HR) 0.12; 95% confidence interval (CI), 0.03–0.54] and test (median 14.9 versus 3.3 months; p = 0.00074; HR 0.10; 95% CI, 0.02–0.50) sets. Objective response rates in patients with a low or high wp-score were 75.0% (95% CI, 42.8–94.5%) versus 0.0% (95% CI, 0.0–60.2%) in the validation set (p = 0.019) and 80.0% (95% CI, 44.4–97.5%) versus 0.0% (95% CI, 0.0–36.9%) in the test set (p = 0.0011). The wp-scores were also significantly associated with PFS in patients receiving single-agent ICI treatment (p < 0.05). In addition, the 5hmC predictive signature demonstrated superior predictive capability to tumor programmed death-ligand 1 and specificity to ICI treatment response prediction. Moreover, we identified novel 5hmC-associated genes and signaling pathways integral to ICI treatment response in lung cancer. This study provides proof-of-concept evidence that the cfDNA 5hmC signature is a robust biomarker for predicting ICI treatment response in lung cancer.

Original languageEnglish (US)
Article number715
JournalCells
Volume13
Issue number8
DOIs
StatePublished - Apr 2024

Keywords

  • 5-hydroxymethylcytosine
  • biomarker
  • cell-free DNA
  • immune checkpoint inhibitor
  • lung cancer
  • predictive
  • Immunotherapy/methods
  • Immune Checkpoint Inhibitors/therapeutic use
  • Humans
  • Middle Aged
  • Male
  • Treatment Outcome
  • Cell-Free Nucleic Acids/genetics
  • 5-Methylcytosine/analogs & derivatives
  • Lung Neoplasms/drug therapy
  • Female
  • Aged
  • Biomarkers, Tumor/metabolism

ASJC Scopus subject areas

  • General Biochemistry, Genetics and Molecular Biology

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