Distinct DNA methylation profiles in malignant mesothelioma, lung adenocarcinoma, and non-tumor lung
Introduction
More than 2000 cases of malignant mesothelioma (MM) are diagnosed in the United States each year [1]. MM is an aggressive cancer, with death usually occurring within a year after diagnosis [1]. It is strongly associated with asbestos exposure and is thought to be derived from either the mesothelial serosal lining of the coelomic cavity or the subserosal mesenchymal cells that line the pleura and peritoneal cavity [2]. When MM arises in the pleura, it can be difficult to distinguish from adenocarcinoma of the lung, one form of which can grow diffusely over the pleura, in a manner similar to mesothelioma [3], in particular when scant material is available [1], [4], [5], [6]. This can lead to delays in the administration of proper treatment. DNA-based molecular markers that specifically distinguish between lung adenocarcinoma and mesothelioma would be of great value because they require few if any intact tumor cells. While such markers could be used to confirm a histological diagnosis based on tumor samples, they show an even stronger promise as future tools to examine “remote” material (serum, sputum, pleural fluid) in at risk populations.
One emergent molecular marker that has shown significant promise for cancer diagnosis is DNA hypermethylation [7], [8]. DNA methylation is essential for proper mammalian development and occurs at the 5 position of cytosine in a CpG dinucleotide context [9], [10]. In normal cells, clusters of CpG dinucleotides, also known as CpG islands, are usually not methylated. However, in cancer cells, these CpG islands may become hypermethylated. CpG islands are often found in the promoter regions of genes and de novo methylation of these promoter CpG islands is associated with gene silencing [11]. The frequently observed methylation-mediated silencing of tumor suppressor genes and other genes involved in cellular growth regulation indicates that methylation plays an important role in carcinogenesis [12], [13], [14]. CpG island methylation analysis of a variety of cancers has suggested that cancers from different organs display distinct methylation profiles [15]. Even different histological subtypes of cancers within a given organ appear to have distinct methylation profiles. This is illustrated by the recent analysis of DNA methylation levels in 91 lung cancer cell lines: 7 out of the 23 CpG island loci tested showed statistically significant differences in the methylation values between small cell lung cancer (SCLC) and non-small cell lung cancer (NSCLC) cell lines [16]. Thus, it seems likely that MM and lung adenocarcinoma might also be distinguished on the basis of their methylation profiles.
The primary objective of this study was to identify genes that show elevated methylation in MM and/or lung adenocarcinoma, with the goal of developing potential new methylation markers that might be used for diagnosis of these types of cancer, in particular in situations where material is scant. The first step in the lengthy process of marker development is the identification of candidate markers [17]. Although DNA methylation has been studied in many tumor types, MM has received relatively little attention. The methylation levels of only a handful of genes have been studied in mesothelioma [18], [19], [20], [21], [22], [23], [24], [25], [26]. Most studies evaluated individual genes, and a variety of qualitative or semi-quantitative techniques varying in sensitivity were used; therefore, results from different studies cannot necessarily be compared. Here, we describe the analysis of the largest panel of DNA methylation loci examined to date in MM. DNA methylation levels were simultaneously analyzed at 14 loci, using the highly sensitive, quantitative MethyLight assay [27], [28]. To provide a comparison with previous studies, we included five loci (APC, MGMT, GSTP1 RASSF1 and CDKN2A) whose methylation status had been studied in MM by others [20]. The remaining nine loci have never before been analyzed for methylation in MM. For comparison, we simultaneously analyzed the methylation profiles in lung adenocarcinoma and non-tumor lung tissue. Our studies show that hypermethylation of certain loci can occur frequently in MM and that the methylation profiles of MM and lung adenocarcinoma are at least partially distinct.
Section snippets
Cell lines, tissue samples, and DNA extraction
Six MM cell lines (ILO3583, ILO3585, ILO3592, ILO3602, ILO3604, ILO3594, identifiers randomly assigned by I.L.O. laboratory) were provided by one of the authors (H.I.P.). Two MM cell lines, REN and MSTO-211H, were generously provided by Dr. Courtney Broaddus (UCSF) and Dr. Robert Kratzke (University of Minnesota Cancer Center), respectively. All other MM (NCI-H28, NCI-H2052) and adenocarcinoma (NCI-H522, NCI-H23, NIC-H2342, NCI-H1395, NCI-H2347, NCI-H1793, NCI-H2073, NCI-H1651) cell lines were
Methylation profiles in MM and lung adenocarcinoma cell lines
We initiated our search for methylation markers specific for MM and lung adenocarcinoma by studying 10 MM cell lines and 8 lung adenocarcinoma cell lines. Because the MethyLight technique utilizes real-time PCR with methylation-specific primers and probe sets, we were able to assess not only the presence of methylation at each locus, but also its level. Fourteen loci chosen for their potential involvement in lung cancer based on previous work [7], [16] were examined: APC (adenomatosis polyposis
Acknowledgements
The authors would like to thank Michael Linde and Dr. Soyoun Kim for useful criticisms of the manuscript, and Hansong Wang for help with the statistical evaluation. This research was supported by the Lung Cancer Methylation Fund and a grant from the Mesothelioma Applied Research Foundation (MARF, to I.A.L.-O.). Disclosure: I.A.L.-O. and P.W.L. are shareholders of Epigenomics AG, which has a commercial interest in the development of DNA markers for disease detection and diagnosis. None of the
References (47)
Current pathogenetic concepts of diffuse malignant mesothelioma
Hum Pathol
(1987)- et al.
Targeted mutation of the DNA methyltransferase gene results in embryonic lethality
Cell
(1992) Oncogenic mechanisms mediated by DNA methylation
Mol Med Today
(1997)- et al.
DNA hypermethylation in tumorigenesis
Trends Genet
(2000) - et al.
Inactivation of p16(INK4a) expression in malignant mesothelioma by methylation
Lung Cancer
(2002) - et al.
DNA methylation analysis by MethyLight technology
Methods
(2001) Mesothelioma: new concepts in diagnosis and management
Curr Opin Pulm Med
(2000)- et al.
Pseudomesotheliomatous carcinoma of the lung A variant of peripheral lung cancer
Am J Clin Oncol
(1976) - et al.
Image analysis of mesothelioma. I. Differentiation of mesothelioma from adenocarcinoma of the lung
Anal Quant Cytol Histol
(2000) - et al.
Immunohistochemical analysis still has a limited role in the diagnosis of malignant mesothelioma A study of thirteen antibodies
Am J Clin Pathol
(2001)
Differential diagnosis between mesothelioma and adenocarcinoma: a multimodal approach based on ultrastructure and immunocytochemistry
Semin Diagn Pathol
DNA methylation analysis: a powerful new tool for lung cancer diagnosis
Oncogene
The power and the promise of DNA methylation markers
Nat Rev Cancer
Cancer epigenetics coming of age
Nat Genet
Aberrant patterns of DNA methylation, chromatin formation and gene expression in cancer
Hum Mol Genet
Methylation matters
J Med Genet
A gene hypermethylation profile of human cancer
Cancer Res
Hierarchical clustering of lung cancer cell lines using DNA methylation markers
Cancer Epid Biomarkers Prev
Phases of biomarker development for early detection of cancer
J Natl Cancer Inst
Alterations of the p16(INK4) locus in human malignant mesothelial tumors
Carcinogenesis
Aberrant methylation and Simina Virus 40 Tag sequences in malignant mesothelioma
Cancer Res
Progressive aberrant methylation of the RASSF1A gene in simian virus 40 infected human mesothelioma cells
Oncogene
Expression of GPC3, an X-linked recessive overgrowth gene, is silenced in malignant mesothelioma
Oncogene
Cited by (69)
Smoking, blood DNA methylation sites and lung cancer risk
2023, Environmental PollutionEnvironmental factors influencing epigenetic changes initiating neoplastic changes
2023, Biomarkers in Cancer Detection and Monitoring of Therapeutics: Discovery and Technologies: Volume 1DNA methylation-based machine learning classification distinguishes pleural mesothelioma from chronic pleuritis, pleural carcinosis, and pleomorphic lung carcinomas
2022, Lung CancerCitation Excerpt :DNA methylation is one of the main epigenetic mechanisms regulating the expression of genes without changing nucleotide sequences. In this process, a methyl group is added to the CpG nucleotide context, resulting in 5-methylcytosine [21,22]. Generally speaking, promoter hypermethylation will result in inactivation, while hypomethylation leads to activation of affected genes.
DNA Methylation as a Diagnostic Biomarker for Malignant Mesothelioma: A Systematic Review and Meta-Analysis
2021, Journal of Thoracic OncologyCitation Excerpt :An additional 17 were excluded because no or only a few mesothelioma samples were used (n = 15), or the executed experiments and corresponding results were shared between multiple articles (n = 2). Finally, 53 studies were included in our qualitative synthesis.4,8,12,15–17,23–69 For the quantitative meta-analysis, we only used studies that made a comparison between mesothelioma and nontumor samples and only analyzed genes for which at least two appropriate studies were present (n = 10).
DNA Methylation Profiling Discriminates between Malignant Pleural Mesothelioma and Neoplastic or Reactive Histologic Mimics
2021, Journal of Molecular DiagnosticsGlobal and gene-specific DNA methylation effects of different asbestos fibres on human bronchial epithelial cells
2018, Environment International