ArticleClinical epigenetics2022
Longitudinal monitoring of cell-free DNA methylation in ALK-positive non-small cell lung cancer patients.
Article in Clinical epigenetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed, 23 citations in OpenAlex.
- Cadonilimab plus chemotherapy as first-line treatment in PD-L1-negative advanced non-small cell lung cancer: a phase II clinical trial.Nature communications · 2026Trial
- DNA Methylation as a Programmable Information Layer: From Molecular Marks to Disease State Engineering.International journal of molecular sciences · 2026Review
- Circulating cell-free methylated DNA immunoprecipitation sequencing (cfMeDIP-seq) in oncology: from technological advances to clinical applications.NPJ precision oncology · 2026Review
- Methylated circulating tumor DNA: technical challenges and clinical applications in non-small cell lung cancer patients-a narrative review.Translational lung cancer research · 2026Review
- A pan-cancer compendium of 1,294 plasma cell-free DNA methylomes and fragmentomes enabling multicancer detection.Nature cancer · 2026Article
- Liquid biopsies for detection, characterization, and interception of therapy resistance in thoracic malignancies.Frontiers in oncology · 2026Review
- A Comparative Review of Methods for Detecting Epidermal Growth Factor Receptor Mutations in Cell-free DNA from Lung Cancer Patients.Current molecular medicine · 2026Review
- Comprehensive Liquid Biopsy Approaches for the Clinical Management of Lung Cancer Using Multiple Biological Matrices.International journal of molecular sciences · 2025Review
- Review
- A new reality of molecular surveillance for resected lung cancer.Translational lung cancer research · 2025Article
- Coupling Immunoprecipitation with Multiplexed Digital PCR for Cell-Free DNA Methylation Detection in Small Plasma Volumes of Early-Onset Colorectal Cancer.Analytical chemistry · 2025Article
- A perspective review on the systematic implementation of ctDNA in phase I clinical trial drug development.Journal of experimental & clinical cancer research : CR · 2025Review
- Early circulating tumor DNA changes predict outcomes in head and neck cancer patients under re-radiotherapy.International journal of cancer · 2025Article
- Hypoxia inducible factor-1α promotes non-small cell lung cancer progression by activating leptin receptor transcription.Cancer biomarkers : section A of Disease markers · 2025Article
- The role of aberrant DNA methylation in cancer initiation and clinical impacts.Therapeutic advances in medical oncology · 2024Article
- Diagnostic value of combined detection of plasma cfDNA concentration and integrity in NSCLC.Lung cancer management · 2024Article
- Article
- Minimal residual disease in solid tumors: an overview.Frontiers of medicine · 2023Review
- Cell-Free MethylatedDiagnostics (Basel, Switzerland) · 2023Article
- Liquid Biopsy in Lung Cancer: Biomarkers for the Management of Recurrence and Metastasis.International journal of molecular sciences · 2023Review
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Authors and funding
11 authors at 5 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDNA methylation (5-mC) signals in cell-free DNA (cfDNA) of cancer patients represent promising biomarkers for minimally invasive tumor detection. The high abundance of cancer-associated 5-mC alterations permits parallel and highly sensitive assessment of multiple 5-mC biomarkers. Here, we performed genome-wide 5-mC profiling in the plasma of metastatic ALK-rearranged non-small cell lung cancer (NSCLC) patients receiving tyrosine kinase inhibitor therapy. We established a strategy to identify ALK-specific 5-mC changes from cfDNA and demonstrated the suitability of the identified markers for cancer detection, prognosis, and therapy monitoring.
methodsLongitudinal plasma samples (n = 79) of 21 ALK-positive NSCLC patients and 13 healthy donors were collected alongside 15 ALK-positive tumor tissue and 10 healthy lung tissue specimens. All plasma and tissue samples were analyzed by cell-free DNA methylation immunoprecipitation sequencing to generate genome-wide 5-mC profiles. Information on genomic alterations (i.e., somatic mutations/fusions and copy number alterations) determined in matched plasma samples was available from previous studies.
resultsWe devised a strategy that identified tumor-specific 5-mC biomarkers by reducing 5-mC background signals derived from hematopoietic cells. This was followed by differential methylation analysis (cases vs. controls) and biomarker validation using 5-mC profiles of ALK-positive tumor tissues. The resulting 245 differentially methylated regions were enriched for lung adenocarcinoma-specific 5-mC patterns in TCGA data and indicated transcriptional repression of several genes described to be silenced in NSCLC (e.g., PCDH10, TBX2, CDO1, and HOXA9). Additionally, 5-mC-based tumor DNA (5-mC score) was highly correlated with other genomic alterations in cell-free DNA (Spearman, ρ > 0.6), while samples with high 5-mC scores showed significantly shorter overall survival (log-rank p = 0.025). Longitudinal 5-mC scores reflected radiologic disease assessments and were significantly elevated at disease progression compared to the therapy start (p = 0.0023). In 7 out of 8 instances, rising 5-mC scores preceded imaging-based evaluation of disease progression.
conclusionWe demonstrated a strategy to identify 5-mC biomarkers from the plasma of cancer patients and integrated them into a quantitative measure of cancer-associated 5-mC alterations. Using longitudinal plasma samples of ALK-positive NSCLC patients, we highlighted the suitability of cfDNA methylation for prognosis and therapy monitoring.
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