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Transkingdom network reveals bacterial players associated with cervical cancer gene expression program

Cervical cancer is the fourth most common cancer in women worldwide with human papillomavirus (HPV) being the main cause the disease. Chromosomal amplifications have been identified as a source of upregulation for cervical cancer driver genes but cannot fully explain increased expression of immune g...

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Autores principales: Lam, Khiem Chi, Vyshenska, Dariia, Hu, Jialu, Rodrigues, Richard Rosario, Nilsen, Anja, Zielke, Ryszard A., Brown, Nicholas Samuel, Aarnes, Eva-Katrine, Sikora, Aleksandra E., Shulzhenko, Natalia, Lyng, Heidi, Morgun, Andrey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6170155/
https://www.ncbi.nlm.nih.gov/pubmed/30294508
http://dx.doi.org/10.7717/peerj.5590
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author Lam, Khiem Chi
Vyshenska, Dariia
Hu, Jialu
Rodrigues, Richard Rosario
Nilsen, Anja
Zielke, Ryszard A.
Brown, Nicholas Samuel
Aarnes, Eva-Katrine
Sikora, Aleksandra E.
Shulzhenko, Natalia
Lyng, Heidi
Morgun, Andrey
author_facet Lam, Khiem Chi
Vyshenska, Dariia
Hu, Jialu
Rodrigues, Richard Rosario
Nilsen, Anja
Zielke, Ryszard A.
Brown, Nicholas Samuel
Aarnes, Eva-Katrine
Sikora, Aleksandra E.
Shulzhenko, Natalia
Lyng, Heidi
Morgun, Andrey
author_sort Lam, Khiem Chi
collection PubMed
description Cervical cancer is the fourth most common cancer in women worldwide with human papillomavirus (HPV) being the main cause the disease. Chromosomal amplifications have been identified as a source of upregulation for cervical cancer driver genes but cannot fully explain increased expression of immune genes in invasive carcinoma. Insight into additional factors that may tip the balance from immune tolerance of HPV to the elimination of the virus may lead to better diagnosis markers. We investigated whether microbiota affect molecular pathways in cervical carcinogenesis by performing microbiome analysis via sequencing 16S rRNA in tumor biopsies from 121 patients. While we detected a large number of intra-tumor taxa (289 operational taxonomic units (OTUs)), we focused on the 38 most abundantly represented microbes. To search for microbes and host genes potentially involved in the interaction, we reconstructed a transkingdom network by integrating a previously discovered cervical cancer gene expression network with our bacterial co-abundance network and employed bipartite betweenness centrality. The top ranked microbes were represented by the families Bacillaceae, Halobacteriaceae, and Prevotellaceae. While we could not define the first two families to the species level, Prevotellaceae was assigned to Prevotella bivia. By co-culturing a cervical cancer cell line with P. bivia, we confirmed that three out of the ten top predicted genes in the transkingdom network (lysosomal associated membrane protein 3 (LAMP3), STAT1, TAP1), all regulators of immunological pathways, were upregulated by this microorganism. Therefore, we propose that intra-tumor microbiota may contribute to cervical carcinogenesis through the induction of immune response drivers, including the well-known cancer gene LAMP3.
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spelling pubmed-61701552018-10-05 Transkingdom network reveals bacterial players associated with cervical cancer gene expression program Lam, Khiem Chi Vyshenska, Dariia Hu, Jialu Rodrigues, Richard Rosario Nilsen, Anja Zielke, Ryszard A. Brown, Nicholas Samuel Aarnes, Eva-Katrine Sikora, Aleksandra E. Shulzhenko, Natalia Lyng, Heidi Morgun, Andrey PeerJ Computational Biology Cervical cancer is the fourth most common cancer in women worldwide with human papillomavirus (HPV) being the main cause the disease. Chromosomal amplifications have been identified as a source of upregulation for cervical cancer driver genes but cannot fully explain increased expression of immune genes in invasive carcinoma. Insight into additional factors that may tip the balance from immune tolerance of HPV to the elimination of the virus may lead to better diagnosis markers. We investigated whether microbiota affect molecular pathways in cervical carcinogenesis by performing microbiome analysis via sequencing 16S rRNA in tumor biopsies from 121 patients. While we detected a large number of intra-tumor taxa (289 operational taxonomic units (OTUs)), we focused on the 38 most abundantly represented microbes. To search for microbes and host genes potentially involved in the interaction, we reconstructed a transkingdom network by integrating a previously discovered cervical cancer gene expression network with our bacterial co-abundance network and employed bipartite betweenness centrality. The top ranked microbes were represented by the families Bacillaceae, Halobacteriaceae, and Prevotellaceae. While we could not define the first two families to the species level, Prevotellaceae was assigned to Prevotella bivia. By co-culturing a cervical cancer cell line with P. bivia, we confirmed that three out of the ten top predicted genes in the transkingdom network (lysosomal associated membrane protein 3 (LAMP3), STAT1, TAP1), all regulators of immunological pathways, were upregulated by this microorganism. Therefore, we propose that intra-tumor microbiota may contribute to cervical carcinogenesis through the induction of immune response drivers, including the well-known cancer gene LAMP3. PeerJ Inc. 2018-09-19 /pmc/articles/PMC6170155/ /pubmed/30294508 http://dx.doi.org/10.7717/peerj.5590 Text en © 2018 Lam et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Computational Biology
Lam, Khiem Chi
Vyshenska, Dariia
Hu, Jialu
Rodrigues, Richard Rosario
Nilsen, Anja
Zielke, Ryszard A.
Brown, Nicholas Samuel
Aarnes, Eva-Katrine
Sikora, Aleksandra E.
Shulzhenko, Natalia
Lyng, Heidi
Morgun, Andrey
Transkingdom network reveals bacterial players associated with cervical cancer gene expression program
title Transkingdom network reveals bacterial players associated with cervical cancer gene expression program
title_full Transkingdom network reveals bacterial players associated with cervical cancer gene expression program
title_fullStr Transkingdom network reveals bacterial players associated with cervical cancer gene expression program
title_full_unstemmed Transkingdom network reveals bacterial players associated with cervical cancer gene expression program
title_short Transkingdom network reveals bacterial players associated with cervical cancer gene expression program
title_sort transkingdom network reveals bacterial players associated with cervical cancer gene expression program
topic Computational Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6170155/
https://www.ncbi.nlm.nih.gov/pubmed/30294508
http://dx.doi.org/10.7717/peerj.5590
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