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Functional genomics of AP-2α and AP-2γ in cancers: in silico study.
- Source :
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BMC medical genomics [BMC Med Genomics] 2020 Nov 19; Vol. 13 (1), pp. 174. Date of Electronic Publication: 2020 Nov 19. - Publication Year :
- 2020
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Abstract
- Background: Among all causes of death, cancer is the most prevalent and is only outpaced by cardiovascular diseases. Molecular theory of carcinogenesis states that apoptosis and proliferation are regulated by groups of tumor suppressors or oncogenes. Transcription factors are example of proteins comprising representatives of both cancer-related groups. Exemplary family of transcription factors which exhibits dualism of function is Activating enhancer-binding Protein 2 (AP-2). Scientific reports concerning their function in carcinogenesis depend on particular family member and/or tumor type which proves the issue to be unsolved. Therefore, the present study examines role of the best-described AP-2 representatives, AP-2α and AP-2γ, through ontological analysis of their target genes and investigation what processes are differentially regulated in 21 cancers using samples deposited in Genomic Data Analysis Center (GDAC) Firehose.<br />Methods: Expression data with clinical annotation was collected from TCGA-dedicated repository GDAC Firehose. Transcription factor targets were obtained from Gene Transcription Regulation Database (GTRD), TRANScription FACtor database (TRANSFAC) and Transcriptional Regulatory Relationships Unraveled by Sentence-based Text mining (TRRUST). Monocle3 R package was used for global samples profiling while Protein ANalysis THrough Evolutionary Relationships (PANTHER) tool was used to perform gene ontology analysis.<br />Results: With RNA-seq data and Monocle3 or PANTHER tools we outlined differences in many processes and signaling pathways, separating tumor from normal tissues or tumors from each other. Unexpectedly, a number of alterations in basal-like breast cancer were identified that distinguished it from other subtypes, which could bring future clinical benefits.<br />Conclusions: Our findings indicate that while the AP-2α/γ role remains ambiguous, their activity is based on processes that underlie the cancer hallmarks and their expression could have potential in diagnosis of selected tumors.
- Subjects :
- Breast Neoplasms classification
Breast Neoplasms genetics
Carcinogenesis genetics
Cluster Analysis
Computer Simulation
Female
Gene Expression Regulation, Neoplastic
Gene Ontology
Humans
Male
Molecular Sequence Annotation
Neoplasm Proteins physiology
RNA-Seq
Signal Transduction genetics
Transcription Factor AP-2 physiology
Transcription, Genetic genetics
Neoplasm Proteins genetics
Neoplasms genetics
Transcription Factor AP-2 genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1755-8794
- Volume :
- 13
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- BMC medical genomics
- Publication Type :
- Academic Journal
- Accession number :
- 33213447
- Full Text :
- https://doi.org/10.1186/s12920-020-00823-9