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Transcriptome Based System Biology Exploration Reveals Homogeneous Tumorigenicity of Alimentary Tract Malignancy
- Source :
- Frontiers in Oncology, Vol 10 (2021), Frontiers in Oncology
- Publication Year :
- 2021
- Publisher :
- Frontiers Media SA, 2021.
-
Abstract
- Malignancies of alimentary tract include esophageal carcinoma (ESCA), stomach adenocarcinoma (STAD), colon adenocarcinoma (COAD), and rectum adenocarcinoma (READ). Despite of their similarities in cancer development and progression, there are numerous researches concentrating on single tumor but relatively little on their common mechanisms. Our study explored the transcriptomic data of digestive tract cancers from The Cancer Genome Atlas database, yielding their common differentially expressed genes including 1,700 mRNAs, 29 miRNAs, and 362 long non-coding RNAs (lncRNAs). There were 12 mRNAs, 5 miRNAs, and 16 lncRNAs in the core competitive endogenous RNAs network by RNA-RNA interactions, highlighting the prognostic nodes of SERPINE1, hsa-mir-145, and SNHG1. In addition, the weighted gene co-expression network analysis (WGCNA) illustrated 20 gene modules associated with clinical traits. By taking intersections of modules related to the same trait, we got 67 common genes shared by ESCA and READ and screened 5 hub genes, including ADCY6, CXCL3, NPBWR1, TAS2R38, and PTGDR2. In conclusion, the present study found that SERPINE1/has-mir-145/SNHG1 axis acted as promising targets and the hub genes reasoned the similarity between ESCA and READ, which revealed the homogeneous tumorigenicity of digestive tract cancers at the transcriptome level and led to further comprehension and therapeutics for digestive tract cancers.
- Subjects :
- homogeneous tumorigenicity
Cancer Research
alimentary tract malignancy
weighted gene co-expression network analysis
Competing endogenous RNA
Systems biology
Computational biology
Biology
lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens
medicine.disease
Malignancy
lcsh:RC254-282
Transcriptome
Oncology
microRNA
medicine
Carcinoma
Adenocarcinoma
competing endogenous RNA
transcriptome
Gene
Original Research
Subjects
Details
- ISSN :
- 2234943X
- Volume :
- 10
- Database :
- OpenAIRE
- Journal :
- Frontiers in Oncology
- Accession number :
- edsair.doi.dedup.....26af829b74d34952ad42250878c75859
- Full Text :
- https://doi.org/10.3389/fonc.2020.580276