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Improving the Understanding of Pathogenesis of Human Papillomavirus 16 via Mapping Protein-Protein Interaction Network
The human papillomavirus 16 (HPV16) has high risk to lead various cancers and afflictions, especially, the cervical cancer. Therefore, investigating the pathogenesis of HPV16 is very important for public health. Protein-protein interaction (PPI) network between HPV16 and human was used as a measure...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4414230/ https://www.ncbi.nlm.nih.gov/pubmed/25961044 http://dx.doi.org/10.1155/2015/890381 |
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author | Dong, Yongcheng Kuang, Qifan Dai, Xu Li, Rong Wu, Yiming Leng, Weijia Li, Yizhou Li, Menglong |
author_facet | Dong, Yongcheng Kuang, Qifan Dai, Xu Li, Rong Wu, Yiming Leng, Weijia Li, Yizhou Li, Menglong |
author_sort | Dong, Yongcheng |
collection | PubMed |
description | The human papillomavirus 16 (HPV16) has high risk to lead various cancers and afflictions, especially, the cervical cancer. Therefore, investigating the pathogenesis of HPV16 is very important for public health. Protein-protein interaction (PPI) network between HPV16 and human was used as a measure to improve our understanding of its pathogenesis. By adopting sequence and topological features, a support vector machine (SVM) model was built to predict new interactions between HPV16 and human proteins. All interactions were comprehensively investigated and analyzed. The analysis indicated that HPV16 enlarged its scope of influence by interacting with human proteins as much as possible. These interactions alter a broad array of cell cycle progression. Furthermore, not only was HPV16 highly prone to interact with hub proteins and bottleneck proteins, but also it could effectively affect a breadth of signaling pathways. In addition, we found that the HPV16 evolved into high carcinogenicity on the condition that its own reproduction had been ensured. Meanwhile, this work will contribute to providing potential new targets for antiviral therapeutics and help experimental research in the future. |
format | Online Article Text |
id | pubmed-4414230 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-44142302015-05-10 Improving the Understanding of Pathogenesis of Human Papillomavirus 16 via Mapping Protein-Protein Interaction Network Dong, Yongcheng Kuang, Qifan Dai, Xu Li, Rong Wu, Yiming Leng, Weijia Li, Yizhou Li, Menglong Biomed Res Int Research Article The human papillomavirus 16 (HPV16) has high risk to lead various cancers and afflictions, especially, the cervical cancer. Therefore, investigating the pathogenesis of HPV16 is very important for public health. Protein-protein interaction (PPI) network between HPV16 and human was used as a measure to improve our understanding of its pathogenesis. By adopting sequence and topological features, a support vector machine (SVM) model was built to predict new interactions between HPV16 and human proteins. All interactions were comprehensively investigated and analyzed. The analysis indicated that HPV16 enlarged its scope of influence by interacting with human proteins as much as possible. These interactions alter a broad array of cell cycle progression. Furthermore, not only was HPV16 highly prone to interact with hub proteins and bottleneck proteins, but also it could effectively affect a breadth of signaling pathways. In addition, we found that the HPV16 evolved into high carcinogenicity on the condition that its own reproduction had been ensured. Meanwhile, this work will contribute to providing potential new targets for antiviral therapeutics and help experimental research in the future. Hindawi Publishing Corporation 2015 2015-04-15 /pmc/articles/PMC4414230/ /pubmed/25961044 http://dx.doi.org/10.1155/2015/890381 Text en Copyright © 2015 Yongcheng Dong et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Dong, Yongcheng Kuang, Qifan Dai, Xu Li, Rong Wu, Yiming Leng, Weijia Li, Yizhou Li, Menglong Improving the Understanding of Pathogenesis of Human Papillomavirus 16 via Mapping Protein-Protein Interaction Network |
title | Improving the Understanding of Pathogenesis of Human Papillomavirus 16 via Mapping Protein-Protein Interaction Network |
title_full | Improving the Understanding of Pathogenesis of Human Papillomavirus 16 via Mapping Protein-Protein Interaction Network |
title_fullStr | Improving the Understanding of Pathogenesis of Human Papillomavirus 16 via Mapping Protein-Protein Interaction Network |
title_full_unstemmed | Improving the Understanding of Pathogenesis of Human Papillomavirus 16 via Mapping Protein-Protein Interaction Network |
title_short | Improving the Understanding of Pathogenesis of Human Papillomavirus 16 via Mapping Protein-Protein Interaction Network |
title_sort | improving the understanding of pathogenesis of human papillomavirus 16 via mapping protein-protein interaction network |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4414230/ https://www.ncbi.nlm.nih.gov/pubmed/25961044 http://dx.doi.org/10.1155/2015/890381 |
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