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A Comprehensive Analysis of Metabolomics and Transcriptomics in Cervical Cancer
Cervical cancer (CC) still remains a common and deadly malignancy among females in developing countries. More accurate and reliable diagnostic methods/biomarkers should be discovered. In this study, we performed a comprehensive analysis of metabolomics (285 samples) and transcriptomics (52 samples)...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5320559/ https://www.ncbi.nlm.nih.gov/pubmed/28225065 http://dx.doi.org/10.1038/srep43353 |
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author | Yang, Kai Xia, Bairong Wang, Wenjie Cheng, Jinlong Yin, Mingzhu Xie, Hongyu Li, Junnan Ma, Libing Yang, Chunyan Li, Ang Fan, Xin Dhillon, Harman S. Hou, Yan Lou, Ge Li, Kang |
author_facet | Yang, Kai Xia, Bairong Wang, Wenjie Cheng, Jinlong Yin, Mingzhu Xie, Hongyu Li, Junnan Ma, Libing Yang, Chunyan Li, Ang Fan, Xin Dhillon, Harman S. Hou, Yan Lou, Ge Li, Kang |
author_sort | Yang, Kai |
collection | PubMed |
description | Cervical cancer (CC) still remains a common and deadly malignancy among females in developing countries. More accurate and reliable diagnostic methods/biomarkers should be discovered. In this study, we performed a comprehensive analysis of metabolomics (285 samples) and transcriptomics (52 samples) on the potential diagnostic implication and metabolic characteristic description in cervical cancer. Sixty-two metabolites were different between CC and normal controls (NOR), in which 5 metabolites (bilirubin, LysoPC(17:0), n-oleoyl threonine, 12-hydroxydodecanoic acid and tetracosahexaenoic acid) were selected as candidate biomarkers for CC. The AUC value, sensitivity (SE), and specificity (SP) of these 5 biomarkers were 0.99, 0.98 and 0.99, respectively. We further analysed the genes in 7 significantly enriched pathways, of which 117 genes, that were expressed differentially, were mainly involved in catalytic activity. Finally, a fully connected network of metabolites and genes in these pathways was built, which can increase the credibility of our selected metabolites. In conclusion, our biomarkers from metabolomics could set a path for CC diagnosis and screening. Our results also showed that variables of both transcriptomics and metabolomics were associated with CC. |
format | Online Article Text |
id | pubmed-5320559 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-53205592017-03-01 A Comprehensive Analysis of Metabolomics and Transcriptomics in Cervical Cancer Yang, Kai Xia, Bairong Wang, Wenjie Cheng, Jinlong Yin, Mingzhu Xie, Hongyu Li, Junnan Ma, Libing Yang, Chunyan Li, Ang Fan, Xin Dhillon, Harman S. Hou, Yan Lou, Ge Li, Kang Sci Rep Article Cervical cancer (CC) still remains a common and deadly malignancy among females in developing countries. More accurate and reliable diagnostic methods/biomarkers should be discovered. In this study, we performed a comprehensive analysis of metabolomics (285 samples) and transcriptomics (52 samples) on the potential diagnostic implication and metabolic characteristic description in cervical cancer. Sixty-two metabolites were different between CC and normal controls (NOR), in which 5 metabolites (bilirubin, LysoPC(17:0), n-oleoyl threonine, 12-hydroxydodecanoic acid and tetracosahexaenoic acid) were selected as candidate biomarkers for CC. The AUC value, sensitivity (SE), and specificity (SP) of these 5 biomarkers were 0.99, 0.98 and 0.99, respectively. We further analysed the genes in 7 significantly enriched pathways, of which 117 genes, that were expressed differentially, were mainly involved in catalytic activity. Finally, a fully connected network of metabolites and genes in these pathways was built, which can increase the credibility of our selected metabolites. In conclusion, our biomarkers from metabolomics could set a path for CC diagnosis and screening. Our results also showed that variables of both transcriptomics and metabolomics were associated with CC. Nature Publishing Group 2017-02-22 /pmc/articles/PMC5320559/ /pubmed/28225065 http://dx.doi.org/10.1038/srep43353 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Yang, Kai Xia, Bairong Wang, Wenjie Cheng, Jinlong Yin, Mingzhu Xie, Hongyu Li, Junnan Ma, Libing Yang, Chunyan Li, Ang Fan, Xin Dhillon, Harman S. Hou, Yan Lou, Ge Li, Kang A Comprehensive Analysis of Metabolomics and Transcriptomics in Cervical Cancer |
title | A Comprehensive Analysis of Metabolomics and Transcriptomics in Cervical Cancer |
title_full | A Comprehensive Analysis of Metabolomics and Transcriptomics in Cervical Cancer |
title_fullStr | A Comprehensive Analysis of Metabolomics and Transcriptomics in Cervical Cancer |
title_full_unstemmed | A Comprehensive Analysis of Metabolomics and Transcriptomics in Cervical Cancer |
title_short | A Comprehensive Analysis of Metabolomics and Transcriptomics in Cervical Cancer |
title_sort | comprehensive analysis of metabolomics and transcriptomics in cervical cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5320559/ https://www.ncbi.nlm.nih.gov/pubmed/28225065 http://dx.doi.org/10.1038/srep43353 |
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