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- Publisher Website: 10.1016/j.amjoto.2019.04.015
- Scopus: eid_2-s2.0-85064601254
- PMID: 31036418
- WOS: WOS:000472245800016
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Article: The molecular differences between human papillomavirus-positive and -negative oropharyngeal squamous cell carcinoma: A bioinformatics study
Title | The molecular differences between human papillomavirus-positive and -negative oropharyngeal squamous cell carcinoma: A bioinformatics study |
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Authors | |
Keywords | Human papillomavirus Oropharyngeal squamous cell carcinoma Genes miRNAs Pathways |
Issue Date | 2019 |
Publisher | WB Saunders Co. The Journal's web site is located at http://www.elsevier.com/locate/amjoto |
Citation | American Journal of Otolaryngology, 2019, v. 40 n. 4, p. 547-554 How to Cite? |
Abstract | Objective:
To investigate the genetic and epigenetic differences between human papillomavirus (HPV)-positive oropharyngeal squamous cell carcinoma (OPSCC) and HPV-negative OPSCC.
Methods:
Microarray data of HPV-positive and -negative OPSCC were retrieved from NCBI GEO datasets. Differentially expressed genes (DEGs) and differentially expressed miRNAs (DE-miRNAs) were identified by performing differential expression analysis. A functional enrichment analysis was performed to explore the biological processes and signaling pathways that DEGs and DE-miRNAs were involved in, respectively. A protein-protein interaction (PPI) network of DEGs was constructed to identify hub genes. miRNA-target network and miRNA-miRNA functional synergistic network were each constructed in order to identify risk-marker miRNAs. An miRNA-target-pathway network was constructed in order to explore the function of identified risk-marker miRNAs.
Results:
Microarray data from 3 datasets (GSE39366, GSE40774, and GSE55550) was included and analyzed. The PPI network identified 3 hub genes (VCAM1, UBD, and RPA2). MiR-107 and miR-142-3p were found to play the most significant role in both the DE-miRNA-target network as well as in the miRNA-miRNA functional synergistic network. MiR-107 was involved in HPV-induced tumorigenesis by targeting many genes (CAV1, CDK6, MYB, and SERPINB5) and regulating the p53 signaling pathway, the PI3K-Akt signaling pathway, and the autophagy pathway. In addition, miR-142-3p was implicated in HPV-induced tumorigenesis by targeting the PPFIA1 gene and regulating transcriptional dysregulation and other cancerous pathways.
Conclusion:
Three genes (VCAM1, UBD, and RPA2), two miRNAs (miR-107 and miR-142-3p), and four pathways (p53, PI3K-Akt, autophagy, and transcription dysregulation in cancer) were identified to play critical roles in distinguishing HPV-positive OPSCC from HPV-negative OPSCC. |
Persistent Identifier | http://hdl.handle.net/10722/279131 |
ISSN | 2023 Impact Factor: 1.8 2023 SCImago Journal Rankings: 0.648 |
ISI Accession Number ID |
DC Field | Value | Language |
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dc.contributor.author | Wang, J | - |
dc.contributor.author | Xi, X | - |
dc.contributor.author | Shang, W | - |
dc.contributor.author | Acharya, A | - |
dc.contributor.author | Li, S | - |
dc.contributor.author | Savkovic, V | - |
dc.contributor.author | Li, H | - |
dc.contributor.author | Haak, R | - |
dc.contributor.author | Schmidt, J | - |
dc.contributor.author | Liu, X | - |
dc.contributor.author | Deng, Y | - |
dc.contributor.author | Pan, H | - |
dc.contributor.author | Obradovic, D | - |
dc.contributor.author | Schmalz, G | - |
dc.contributor.author | Ziebolz, D | - |
dc.contributor.author | Hu, X | - |
dc.date.accessioned | 2019-10-21T02:20:09Z | - |
dc.date.available | 2019-10-21T02:20:09Z | - |
dc.date.issued | 2019 | - |
dc.identifier.citation | American Journal of Otolaryngology, 2019, v. 40 n. 4, p. 547-554 | - |
dc.identifier.issn | 0196-0709 | - |
dc.identifier.uri | http://hdl.handle.net/10722/279131 | - |
dc.description.abstract | Objective: To investigate the genetic and epigenetic differences between human papillomavirus (HPV)-positive oropharyngeal squamous cell carcinoma (OPSCC) and HPV-negative OPSCC. Methods: Microarray data of HPV-positive and -negative OPSCC were retrieved from NCBI GEO datasets. Differentially expressed genes (DEGs) and differentially expressed miRNAs (DE-miRNAs) were identified by performing differential expression analysis. A functional enrichment analysis was performed to explore the biological processes and signaling pathways that DEGs and DE-miRNAs were involved in, respectively. A protein-protein interaction (PPI) network of DEGs was constructed to identify hub genes. miRNA-target network and miRNA-miRNA functional synergistic network were each constructed in order to identify risk-marker miRNAs. An miRNA-target-pathway network was constructed in order to explore the function of identified risk-marker miRNAs. Results: Microarray data from 3 datasets (GSE39366, GSE40774, and GSE55550) was included and analyzed. The PPI network identified 3 hub genes (VCAM1, UBD, and RPA2). MiR-107 and miR-142-3p were found to play the most significant role in both the DE-miRNA-target network as well as in the miRNA-miRNA functional synergistic network. MiR-107 was involved in HPV-induced tumorigenesis by targeting many genes (CAV1, CDK6, MYB, and SERPINB5) and regulating the p53 signaling pathway, the PI3K-Akt signaling pathway, and the autophagy pathway. In addition, miR-142-3p was implicated in HPV-induced tumorigenesis by targeting the PPFIA1 gene and regulating transcriptional dysregulation and other cancerous pathways. Conclusion: Three genes (VCAM1, UBD, and RPA2), two miRNAs (miR-107 and miR-142-3p), and four pathways (p53, PI3K-Akt, autophagy, and transcription dysregulation in cancer) were identified to play critical roles in distinguishing HPV-positive OPSCC from HPV-negative OPSCC. | - |
dc.language | eng | - |
dc.publisher | WB Saunders Co. The Journal's web site is located at http://www.elsevier.com/locate/amjoto | - |
dc.relation.ispartof | American Journal of Otolaryngology | - |
dc.subject | Human papillomavirus | - |
dc.subject | Oropharyngeal squamous cell carcinoma | - |
dc.subject | Genes | - |
dc.subject | miRNAs | - |
dc.subject | Pathways | - |
dc.title | The molecular differences between human papillomavirus-positive and -negative oropharyngeal squamous cell carcinoma: A bioinformatics study | - |
dc.type | Article | - |
dc.identifier.email | Acharya, A: aneesha@hku.hk | - |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.doi | 10.1016/j.amjoto.2019.04.015 | - |
dc.identifier.pmid | 31036418 | - |
dc.identifier.scopus | eid_2-s2.0-85064601254 | - |
dc.identifier.hkuros | 307571 | - |
dc.identifier.volume | 40 | - |
dc.identifier.issue | 4 | - |
dc.identifier.spage | 547 | - |
dc.identifier.epage | 554 | - |
dc.identifier.isi | WOS:000472245800016 | - |
dc.publisher.place | United States | - |
dc.identifier.issnl | 0196-0709 | - |