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Serum microRNA signatures and metabolomics have high diagnostic value in colorectal cancer using two novel methods
Recently, many new diagnostic biomarkers have been developed for colorectal cancer. We chose 2 methods with high diagnostic efficiency, the detection of serum microRNA and metabolomics based on gas chromatography/mass spectrometry (GC/MS), and aimed to establish appropriate models. We reviewed the d...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5891204/ https://www.ncbi.nlm.nih.gov/pubmed/29363233 http://dx.doi.org/10.1111/cas.13514 |
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author | Liu, Hai‐Ning Liu, Tao‐Tao Wu, Hao Chen, Yan‐Jie Tseng, Yu‐Jen Yao, Can Weng, Shu‐Qiang Dong, Ling Shen, Xi‐Zhong |
author_facet | Liu, Hai‐Ning Liu, Tao‐Tao Wu, Hao Chen, Yan‐Jie Tseng, Yu‐Jen Yao, Can Weng, Shu‐Qiang Dong, Ling Shen, Xi‐Zhong |
author_sort | Liu, Hai‐Ning |
collection | PubMed |
description | Recently, many new diagnostic biomarkers have been developed for colorectal cancer. We chose 2 methods with high diagnostic efficiency, the detection of serum microRNA and metabolomics based on gas chromatography/mass spectrometry (GC/MS), and aimed to establish appropriate models. We reviewed the diagnostic value of all microRNA identified by previous diagnostic tests. We selected appropriate microRNA to validate their diagnostic efficiency, and determined the optimal combination. We included 85 patients with colorectal cancer (CRC) and 78 healthy controls (HC) and detected the expression of the microRNA. GC/MS analysis was conducted, and we used 3 multivariate statistical methods to establish diagnostic models. The concentrations of carcinoembryonic antigen (CEA) and carbohydrate antigen 19‐9 (CA19‐9) were detected for comparison with the novel models. Ultimately, 62 published studies and 63 microRNA were included in this review. MiR‐21, miR‐29a, miR‐92a, miR‐125b and miR‐223 were selected to further validate their diagnostic value. The serum levels of the 5 microRNA in CRC patients were significantly higher than those in the HC. The combination of miR‐21, miR‐29a, miR‐92a and miR‐125b had the highest area under the curve (AUC) at 0.952, with a sensitivity of 84.7% and a specificity of 98.7%. The GC/MS analysis exhibited an excellent diagnostic value and the AUC reached 1.0. With regard to traditional biomarkers, the AUC of CEA and CA19‐9 were 0.808 and 0.705, respectively. The application prospects are good for microRNA and metabolomics as new diagnostic methods because of their high diagnostic value compared with traditional biomarkers. |
format | Online Article Text |
id | pubmed-5891204 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-58912042018-04-13 Serum microRNA signatures and metabolomics have high diagnostic value in colorectal cancer using two novel methods Liu, Hai‐Ning Liu, Tao‐Tao Wu, Hao Chen, Yan‐Jie Tseng, Yu‐Jen Yao, Can Weng, Shu‐Qiang Dong, Ling Shen, Xi‐Zhong Cancer Sci Original Articles Recently, many new diagnostic biomarkers have been developed for colorectal cancer. We chose 2 methods with high diagnostic efficiency, the detection of serum microRNA and metabolomics based on gas chromatography/mass spectrometry (GC/MS), and aimed to establish appropriate models. We reviewed the diagnostic value of all microRNA identified by previous diagnostic tests. We selected appropriate microRNA to validate their diagnostic efficiency, and determined the optimal combination. We included 85 patients with colorectal cancer (CRC) and 78 healthy controls (HC) and detected the expression of the microRNA. GC/MS analysis was conducted, and we used 3 multivariate statistical methods to establish diagnostic models. The concentrations of carcinoembryonic antigen (CEA) and carbohydrate antigen 19‐9 (CA19‐9) were detected for comparison with the novel models. Ultimately, 62 published studies and 63 microRNA were included in this review. MiR‐21, miR‐29a, miR‐92a, miR‐125b and miR‐223 were selected to further validate their diagnostic value. The serum levels of the 5 microRNA in CRC patients were significantly higher than those in the HC. The combination of miR‐21, miR‐29a, miR‐92a and miR‐125b had the highest area under the curve (AUC) at 0.952, with a sensitivity of 84.7% and a specificity of 98.7%. The GC/MS analysis exhibited an excellent diagnostic value and the AUC reached 1.0. With regard to traditional biomarkers, the AUC of CEA and CA19‐9 were 0.808 and 0.705, respectively. The application prospects are good for microRNA and metabolomics as new diagnostic methods because of their high diagnostic value compared with traditional biomarkers. John Wiley and Sons Inc. 2018-02-26 2018-04 /pmc/articles/PMC5891204/ /pubmed/29363233 http://dx.doi.org/10.1111/cas.13514 Text en © 2018 The Authors Cancer Science published by John Wiley & Sons Australia, Ltd on behalf of Japanese Cancer Association This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Original Articles Liu, Hai‐Ning Liu, Tao‐Tao Wu, Hao Chen, Yan‐Jie Tseng, Yu‐Jen Yao, Can Weng, Shu‐Qiang Dong, Ling Shen, Xi‐Zhong Serum microRNA signatures and metabolomics have high diagnostic value in colorectal cancer using two novel methods |
title | Serum microRNA signatures and metabolomics have high diagnostic value in colorectal cancer using two novel methods |
title_full | Serum microRNA signatures and metabolomics have high diagnostic value in colorectal cancer using two novel methods |
title_fullStr | Serum microRNA signatures and metabolomics have high diagnostic value in colorectal cancer using two novel methods |
title_full_unstemmed | Serum microRNA signatures and metabolomics have high diagnostic value in colorectal cancer using two novel methods |
title_short | Serum microRNA signatures and metabolomics have high diagnostic value in colorectal cancer using two novel methods |
title_sort | serum microrna signatures and metabolomics have high diagnostic value in colorectal cancer using two novel methods |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5891204/ https://www.ncbi.nlm.nih.gov/pubmed/29363233 http://dx.doi.org/10.1111/cas.13514 |
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