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Detecting Small Cell Transformation in Patients with Advanced EGFR Mutant Lung Adenocarcinoma through Epigenomic cfDNA Profiling.
- Source :
-
Clinical cancer research : an official journal of the American Association for Cancer Research [Clin Cancer Res] 2024 Sep 03; Vol. 30 (17), pp. 3798-3811. - Publication Year :
- 2024
-
Abstract
- Purpose: Histologic transformation to small cell lung cancer (SCLC) is a mechanism of treatment resistance in patients with advanced oncogene-driven lung adenocarcinoma (LUAD) that currently requires histologic review for diagnosis. Herein, we sought to develop an epigenomic cell-free DNA (cfDNA)-based approach to noninvasively detect small cell transformation in patients with EGFR mutant (EGFRm) LUAD.<br />Experimental Design: To characterize the epigenomic landscape of transformed (t)SCLC relative to LUAD and de novo SCLC, we performed chromatin immunoprecipitation sequencing (ChIP-seq) to profile the histone modifications H3K27ac, H3K4me3, and H3K27me3; methylated DNA immunoprecipitation sequencing (MeDIP-seq); assay for transposase-accessible chromatin sequencing; and RNA sequencing on 26 lung cancer patient-derived xenograft (PDX) tumors. We then generated and analyzed H3K27ac ChIP-seq, MeDIP-seq, and whole genome sequencing cfDNA data from 1 mL aliquots of plasma from patients with EGFRm LUAD with or without tSCLC.<br />Results: Analysis of 126 epigenomic libraries from the lung cancer PDXs revealed widespread epigenomic reprogramming between LUAD and tSCLC, with a large number of differential H3K27ac (n = 24,424), DNA methylation (n = 3,298), and chromatin accessibility (n = 16,352) sites between the two histologies. Tumor-informed analysis of each of these three epigenomic features in cfDNA resulted in accurate noninvasive discrimination between patients with EGFRm LUAD versus tSCLC [area under the receiver operating characteristic curve (AUROC) = 0.82-0.87]. A multianalyte cfDNA-based classifier integrating these three epigenomic features discriminated between EGFRm LUAD versus tSCLC with an AUROC of 0.94.<br />Conclusions: These data demonstrate the feasibility of detecting small cell transformation in patients with EGFRm LUAD through epigenomic cfDNA profiling of 1 mL of patient plasma.<br /> (©2024 The Authors; Published by the American Association for Cancer Research.)
- Subjects :
- Humans
Mice
Animals
Biomarkers, Tumor genetics
Female
Small Cell Lung Carcinoma genetics
Small Cell Lung Carcinoma pathology
Small Cell Lung Carcinoma blood
Small Cell Lung Carcinoma diagnosis
DNA Methylation
Male
Cell Transformation, Neoplastic genetics
Epigenesis, Genetic
ErbB Receptors genetics
Adenocarcinoma of Lung genetics
Adenocarcinoma of Lung pathology
Adenocarcinoma of Lung blood
Adenocarcinoma of Lung diagnosis
Mutation
Lung Neoplasms genetics
Lung Neoplasms pathology
Lung Neoplasms blood
Lung Neoplasms diagnosis
Cell-Free Nucleic Acids genetics
Cell-Free Nucleic Acids blood
Epigenomics methods
Subjects
Details
- Language :
- English
- ISSN :
- 1557-3265
- Volume :
- 30
- Issue :
- 17
- Database :
- MEDLINE
- Journal :
- Clinical cancer research : an official journal of the American Association for Cancer Research
- Publication Type :
- Academic Journal
- Accession number :
- 38912901
- Full Text :
- https://doi.org/10.1158/1078-0432.CCR-24-0466