Development and validation of hub genes for lymph node metastasis in patients with prostate cancer.
Ning XuShao-Hao ChenTing-Ting LinHai CaiZhi-Bin KeRu-Nan DongPeng HuangXiao-Dong LiYe-Hui ChenQing-Shui ZhengPublished in: Journal of cellular and molecular medicine (2020)
Lymph node metastasis is one of the most important independent risk factors that can negatively affect the prognosis of prostate cancer (PCa); however, the exact mechanisms have not been well studied. This study aims to better understand the underlying mechanism of lymph node metastasis in PCa by bioinformatics analysis. We analysed a total of 367 PCa cases from the cancer genome atlas database and performed weighted gene co-expression network analysis to explore some modules related to lymph node metastasis. Gene Ontology analysis and pathway enrichment analysis were conducted for functional annotation, and a protein-protein interaction network was built. Samples from the International Cancer Genomics Consortium database were used as a validation set. The turquoise module showed the most relevance with lymph node metastasis. Functional annotation showed that biological processes and pathways were mainly related to activation of the processes of cell cycle and mitosis. Four hub genes were selected: CKAP2L, CDCA8, ERCC6L and ARPC1A. Further validation showed that the four hub genes well-distinguished tumour and normal tissues, and they were good biomarkers for lymph node metastasis of PCa. In conclusion, the identified hub genes facilitate our knowledge of the underlying molecular mechanism for lymph node metastasis of PCa.
Keyphrases
- lymph node metastasis
- bioinformatics analysis
- papillary thyroid
- network analysis
- prostate cancer
- squamous cell carcinoma
- genome wide
- cell cycle
- genome wide identification
- risk factors
- protein protein
- healthcare
- radical prostatectomy
- small molecule
- genome wide analysis
- magnetic resonance
- poor prognosis
- emergency department
- single cell
- dna methylation
- rna seq
- adverse drug
- transcription factor
- dna repair
- long non coding rna
- squamous cell
- young adults