4.7 Article

A Comprehensive Analysis of Metabolomics and Transcriptomics in Cervical Cancer

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SCIENTIFIC REPORTS
卷 7, 期 -, 页码 -

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NATURE PORTFOLIO
DOI: 10.1038/srep43353

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资金

  1. National Natural Science Foundation of China [81573256, 81473072, 81472028]
  2. Heilongjiang Postdoctoral fund [LBH-Z14174]
  3. Natural Science Foundation of Heilongjiang Province [QC2015098]

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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.

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