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

Cells. 2024 Apr 19;13(8):715. doi: 10.3390/cells13080715.

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.

Keywords: 5-hydroxymethylcytosine; biomarker; cell-free DNA; immune checkpoint inhibitor; lung cancer; predictive.

Publication types

  • Research Support, Non-U.S. Gov't
  • Research Support, N.I.H., Extramural

MeSH terms

  • 5-Methylcytosine* / analogs & derivatives*
  • 5-Methylcytosine* / metabolism
  • Aged
  • Biomarkers, Tumor / genetics
  • Biomarkers, Tumor / metabolism
  • Cell-Free Nucleic Acids* / blood
  • Cell-Free Nucleic Acids* / genetics
  • Female
  • Humans
  • Immune Checkpoint Inhibitors / therapeutic use
  • Immunotherapy* / methods
  • Lung Neoplasms* / drug therapy
  • Lung Neoplasms* / genetics
  • Lung Neoplasms* / immunology
  • Lung Neoplasms* / pathology
  • Male
  • Middle Aged
  • Treatment Outcome

Substances

  • 5-Methylcytosine
  • 5-hydroxymethylcytosine
  • Cell-Free Nucleic Acids
  • Biomarkers, Tumor
  • Immune Checkpoint Inhibitors