Abstract
Lung adenocarcinoma (LUAD) is the most frequently diagnosed histological subtype of lung cancer. Our purpose was to explore molecular subtypes and core genes for LUAD using multi-omics analysis. Methylation, transcriptome, copy number variation (CNV), mutations and clinical feature information concerning LUAD were retrieved from The Cancer Genome Atlas Database (TCGA). Molecular subtypes were conducted via the "iClusterPlus" package in R, followed by Kaplan-Meier survival analysis. Correlation between iCluster subtypes and immune cells was analyzed. Core genes were screened out by integration of methylation, CNV and gene expression, which were externally validated by independent datasets. Two iCluster subtypes were conducted for LUAD. Patients in imprinting centre 1 (iC1) subtype had a poorer prognosis than those in iC2 subtype. Furthermore, iC2 subtype had a higher level of B cell infiltration than iC1 subtype. Two core genes including CNTN4 and RFTN1 were screened out, both of which had higher expression levels in iC2 subtype than iC1 subtype. There were distinct differences in CNV and methylation of them between two subtypes. After validation, low expression of CNTN4 and RFTN1 predicted poorer clinical outcomes for LUAD patients. Our findings comprehensively analyzed genomics, epigenomics, and transcriptomics of LUAD, offering novel underlying molecular mechanisms for LUAD. Two multi-omics-based core genes (CNTN4 and RFTN1) could become potential therapeutic targets for LUAD.
Keywords
Copy number variation
Lung adenocarcinoma
Methylation
Multi-omics
Prognosis
Subtype
MeSH Terms
A549 Cells
Adenocarcinoma of Lung/genetics,immunology,mortality,pathology
Aged
Contactins/genetics
DNA Copy Number Variations
DNA Methylation
Epigenomics
Female
Humans
Lung Neoplasms/genetics,immunology,mortality,pathology
Male
Membrane Proteins/genetics
Middle Aged
Polymorphism, Single Nucleotide
Prognosis
Transcriptome
Chemicals
CNTN4 protein, human
Contactins
Membrane Proteins
RFTN1 protein, human
Authors & Affiliations
5 authors, click to expand affiliations / ORCID
Zhao Yue
Department II of Radiotherapy, Cangzhou Central Hospital, No.16 Xinhua West Road, Cangzhou, 061110, Hebei, China.
[email protected].
Gao Yakun
Department of Ultrasound, Cangzhou Central Hospital, Cangzhou, 061110, Hebei, China.
Xu Xiaodong
School of Clinical Medicine, Cangzhou Medical College, Cangzhou, 061001, Hebei, China.
Zhou Jiwu
Department II of Radiotherapy, Cangzhou Central Hospital, No.16 Xinhua West Road, Cangzhou, 061110, Hebei, China.
Wang He
ORCID
Office of Educational Administration, Hebei Medical University, No.361 Zhongshan East Road, Shijiazhuang, 050017, Hebei, China.
[email protected].
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