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An integrated epigenomic-transcriptomic landscape of lung cancer reveals novel methylation driver genes of diagnostic and therapeutic relevance
- Source :
- Theranostics
- Publication Year :
- 2021
- Publisher :
- Ivyspring International Publisher, 2021.
-
Abstract
- Background: Aberrant DNA methylation occurs commonly during carcinogenesis and is of clinical value in human cancers. However, knowledge of the impact of DNA methylation changes on lung carcinogenesis and progression remains limited. Methods: Genome-wide DNA methylation profiles were surveyed in 18 pairs of tumors and adjacent normal tissues from non-small cell lung cancer (NSCLC) patients using Reduced Representation Bisulfite Sequencing (RRBS). An integrated epigenomic-transcriptomic landscape of lung cancer was depicted using the multi-omics data integration method. Results: We discovered a large number of hypermethylation events pre-marked by poised promoter in embryonic stem cells, being a hallmark of lung cancer. These hypermethylation events showed a high conservation across cancer types. Eight novel driver genes with aberrant methylation (e.g., PCDH17 and IRX1) were identified by integrated analysis of DNA methylome and transcriptome data. Methylation level of the eight genes measured by pyrosequencing can distinguish NSCLC patients from lung tissues with high sensitivity and specificity in an independent cohort. Their tumor-suppressive roles were further experimentally validated in lung cancer cells, which depend on promoter hypermethylation. Similarly, 13 methylation-driven ncRNAs (including 8 lncRNAs and 5 miRNAs) were identified, some of which were co-regulated with their host genes by the same promoter hypermethylation. Finally, by analyzing the transcription factor (TF) binding motifs, we uncovered sets of TFs driving the expression of epigenetically regulated genes and highlighted the epigenetic regulation of gene expression of TCF21 through DNA methylation of EGR1 binding motifs. Conclusions: We discovered several novel methylation driver genes of diagnostic and therapeutic relevance in lung cancer. Our findings revealed that DNA methylation in TF binding motifs regulates target gene expression by affecting the binding ability of TFs. Our study also provides a valuable epigenetic resource for identifying DNA methylation-based diagnostic biomarkers, developing cancer drugs for epigenetic therapy and studying cancer pathogenesis.
- Subjects :
- Epigenomics
0301 basic medicine
Lung Neoplasms
RNA, Untranslated
driver genes
Gene Expression
Medicine (miscellaneous)
Biology
medicine.disease_cause
Epigenesis, Genetic
transcriptomics
03 medical and health sciences
lncRNA
0302 clinical medicine
Carcinoma, Non-Small-Cell Lung
Cell Line, Tumor
Basic Helix-Loop-Helix Transcription Factors
medicine
Humans
Epigenetics
Promoter Regions, Genetic
Pharmacology, Toxicology and Pharmaceutics (miscellaneous)
transcription factor
DNA methylation
Gene Expression Profiling
Computational Biology
miRNA, reduced representation bisulfite sequencing
Cancer
Methylation
medicine.disease
Gene Expression Regulation, Neoplastic
MicroRNAs
lung cancer
030104 developmental biology
A549 Cells
030220 oncology & carcinogenesis
Reduced representation bisulfite sequencing
Cancer research
RNA, Long Noncoding
Transcriptome
Carcinogenesis
Epigenetic therapy
Transcription Factors
Research Paper
Subjects
Details
- ISSN :
- 18387640
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- Theranostics
- Accession number :
- edsair.doi.dedup.....a5f89deed2496b7820a58cb0ebfb330b