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Longitudinal monitoring of cell-free DNA methylation in ALK-positive non-small cell lung cancer patients
BACKGROUND: DNA 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, w...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9719130/ https://www.ncbi.nlm.nih.gov/pubmed/36461127 http://dx.doi.org/10.1186/s13148-022-01387-4 |
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author | Janke, Florian Angeles, Arlou Kristina Riediger, Anja Lisa Bauer, Simone Reck, Martin Stenzinger, Albrecht Schneider, Marc A. Muley, Thomas Thomas, Michael Christopoulos, Petros Sültmann, Holger |
author_facet | Janke, Florian Angeles, Arlou Kristina Riediger, Anja Lisa Bauer, Simone Reck, Martin Stenzinger, Albrecht Schneider, Marc A. Muley, Thomas Thomas, Michael Christopoulos, Petros Sültmann, Holger |
author_sort | Janke, Florian |
collection | PubMed |
description | BACKGROUND: DNA 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. METHODS: Longitudinal 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. RESULTS: We 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. CONCLUSION: We 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01387-4. |
format | Online Article Text |
id | pubmed-9719130 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97191302022-12-04 Longitudinal monitoring of cell-free DNA methylation in ALK-positive non-small cell lung cancer patients Janke, Florian Angeles, Arlou Kristina Riediger, Anja Lisa Bauer, Simone Reck, Martin Stenzinger, Albrecht Schneider, Marc A. Muley, Thomas Thomas, Michael Christopoulos, Petros Sültmann, Holger Clin Epigenetics Research BACKGROUND: DNA 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. METHODS: Longitudinal 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. RESULTS: We 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. CONCLUSION: We 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01387-4. BioMed Central 2022-12-02 /pmc/articles/PMC9719130/ /pubmed/36461127 http://dx.doi.org/10.1186/s13148-022-01387-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Janke, Florian Angeles, Arlou Kristina Riediger, Anja Lisa Bauer, Simone Reck, Martin Stenzinger, Albrecht Schneider, Marc A. Muley, Thomas Thomas, Michael Christopoulos, Petros Sültmann, Holger Longitudinal monitoring of cell-free DNA methylation in ALK-positive non-small cell lung cancer patients |
title | Longitudinal monitoring of cell-free DNA methylation in ALK-positive non-small cell lung cancer patients |
title_full | Longitudinal monitoring of cell-free DNA methylation in ALK-positive non-small cell lung cancer patients |
title_fullStr | Longitudinal monitoring of cell-free DNA methylation in ALK-positive non-small cell lung cancer patients |
title_full_unstemmed | Longitudinal monitoring of cell-free DNA methylation in ALK-positive non-small cell lung cancer patients |
title_short | Longitudinal monitoring of cell-free DNA methylation in ALK-positive non-small cell lung cancer patients |
title_sort | longitudinal monitoring of cell-free dna methylation in alk-positive non-small cell lung cancer patients |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9719130/ https://www.ncbi.nlm.nih.gov/pubmed/36461127 http://dx.doi.org/10.1186/s13148-022-01387-4 |
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