Integrative analysis of common genes and driver mutations implicated in hormone stimulation for four cancers in women

PeerJ. 2019 Jun 6:7:e6872. doi: 10.7717/peerj.6872. eCollection 2019.

Abstract

Cancer is one of the leading cause of death of women worldwide, and breast, ovarian, endometrial and cervical cancers contribute significantly to this every year. Developing early genetic-based diagnostic tools may be an effective approach to increase the chances of survival and provide more treatment opportunities. However, the current cancer genetic studies are mainly conducted independently and, hence lack of common driver genes involved in cancers in women. To explore the potential common molecular mechanism, we integrated four comprehensive literature-based databases to explore the shared implicated genetic effects. Using a total of 460 endometrial, 2,068 ovarian, 2,308 breast and 537 cervical cancer-implicated genes, we identified 52 genes which are common in all four types of cancers in women. Furthermore, we defined their potential functional role in endogenous hormonal regulation pathways within the context of four cancers in women. For example, these genes are strongly associated with hormonal stimulation, which may facilitate rapid diagnosis and treatment management decision making. Additional mutational analyses on combined the cancer genome atlas datasets consisting of 5,919 gynaecological and breast tumor samples were conducted to identify the frequently mutated genes across cancer types. For those common implicated genes for hormonal stimulants, we found that three quarter of 5,919 samples had genomic alteration with the highest frequency in MYC (22%), followed by NDRG1 (19%), ERBB2 (14%), PTEN (13%), PTGS2 (13%) and CDH1 (11%). We also identified 38 hormone related genes, eight of which are associated with the ovulation cycle. Further systems biology approach of the shared genes identified 20 novel genes, of which 12 were involved in the hormone regulation in these four cancers in women. Identification of common driver genes for hormone stimulation provided an unique angle of involving the potential of the hormone stimulants-related genes for cancer diagnosis and prognosis.

Keywords: Breast cancer; Cancer genomics; Cervical cancers oncogene; Endometrial cancer; Gynaecological cancer; Network analysis; Ovarian cancer; Tumour suppressor gene.

Grants and funding

This work was supported by the research start-up fellowship of university of sunshine coast to Min Zhao. The work was supported by the National Natural Science Foundation of China (No. 31871339, 31801120), Guangdong High School Young Innovative Talents Project (No. 2015KQNCX136), Guangdong Science Research Program General Project (No. 20170710123) and Guangzhou Municipal Scientific Research Project (No. 1201630073). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.