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A four-microRNA classifier as a novel prognostic marker for tumor recurrence in stage II colon cancer
About 20 percent of TNM-stage II colon cancer patients who are treated by surgical resection develop recurrence, and adjuvant chemotherapy in this group is still debated among researchers and clinicians. Currently, adverse histopathological and clinical factors are used to select patients for adjuva...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5906690/ https://www.ncbi.nlm.nih.gov/pubmed/29670141 http://dx.doi.org/10.1038/s41598-018-24519-4 |
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author | Jacob, Havjin Stanisavljevic, Luka Storli, Kristian Eeg Hestetun, Kjersti E. Dahl, Olav Myklebust, Mette P. |
author_facet | Jacob, Havjin Stanisavljevic, Luka Storli, Kristian Eeg Hestetun, Kjersti E. Dahl, Olav Myklebust, Mette P. |
author_sort | Jacob, Havjin |
collection | PubMed |
description | About 20 percent of TNM-stage II colon cancer patients who are treated by surgical resection develop recurrence, and adjuvant chemotherapy in this group is still debated among researchers and clinicians. Currently, adverse histopathological and clinical factors are used to select patients for adjuvant chemotherapy following surgery. However, additional biomarkers to classify patients at risk of recurrence are needed. We have conducted a study using fresh frozen tumor tissue from 54 TNM-stage II colon cancer patients and performed microRNA profiling using next-generation sequencing. For the selection of the prognostic microRNAs, a LASSO Cox Regression model was employed. For the validation, we used the publically available TCGA-COAD cohort (n = 122). A prognostic panel of four micorRNAs (hsa-miR-5010-3p, hsa-miR-5100, hsa-miR-656-3p and hsa-miR-671-3p) was identified in the study cohort and validated in the TCGA-COAD cohort. The four-microRNA classifier successfully identified high-risk patients in the study cohort (P < 0.001) and the validation cohort (P = 0.005). Additionally, a number of established risk factors and the four-miRNA classifier were used to construct a nomogram to evaluate risk of recurrence. We identified a four-microRNA classifier in patients with TNM-stage II colon cancer that can be used to discriminate between patients at low- and high risk of recurrence. |
format | Online Article Text |
id | pubmed-5906690 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-59066902018-04-30 A four-microRNA classifier as a novel prognostic marker for tumor recurrence in stage II colon cancer Jacob, Havjin Stanisavljevic, Luka Storli, Kristian Eeg Hestetun, Kjersti E. Dahl, Olav Myklebust, Mette P. Sci Rep Article About 20 percent of TNM-stage II colon cancer patients who are treated by surgical resection develop recurrence, and adjuvant chemotherapy in this group is still debated among researchers and clinicians. Currently, adverse histopathological and clinical factors are used to select patients for adjuvant chemotherapy following surgery. However, additional biomarkers to classify patients at risk of recurrence are needed. We have conducted a study using fresh frozen tumor tissue from 54 TNM-stage II colon cancer patients and performed microRNA profiling using next-generation sequencing. For the selection of the prognostic microRNAs, a LASSO Cox Regression model was employed. For the validation, we used the publically available TCGA-COAD cohort (n = 122). A prognostic panel of four micorRNAs (hsa-miR-5010-3p, hsa-miR-5100, hsa-miR-656-3p and hsa-miR-671-3p) was identified in the study cohort and validated in the TCGA-COAD cohort. The four-microRNA classifier successfully identified high-risk patients in the study cohort (P < 0.001) and the validation cohort (P = 0.005). Additionally, a number of established risk factors and the four-miRNA classifier were used to construct a nomogram to evaluate risk of recurrence. We identified a four-microRNA classifier in patients with TNM-stage II colon cancer that can be used to discriminate between patients at low- and high risk of recurrence. Nature Publishing Group UK 2018-04-18 /pmc/articles/PMC5906690/ /pubmed/29670141 http://dx.doi.org/10.1038/s41598-018-24519-4 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Jacob, Havjin Stanisavljevic, Luka Storli, Kristian Eeg Hestetun, Kjersti E. Dahl, Olav Myklebust, Mette P. A four-microRNA classifier as a novel prognostic marker for tumor recurrence in stage II colon cancer |
title | A four-microRNA classifier as a novel prognostic marker for tumor recurrence in stage II colon cancer |
title_full | A four-microRNA classifier as a novel prognostic marker for tumor recurrence in stage II colon cancer |
title_fullStr | A four-microRNA classifier as a novel prognostic marker for tumor recurrence in stage II colon cancer |
title_full_unstemmed | A four-microRNA classifier as a novel prognostic marker for tumor recurrence in stage II colon cancer |
title_short | A four-microRNA classifier as a novel prognostic marker for tumor recurrence in stage II colon cancer |
title_sort | four-microrna classifier as a novel prognostic marker for tumor recurrence in stage ii colon cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5906690/ https://www.ncbi.nlm.nih.gov/pubmed/29670141 http://dx.doi.org/10.1038/s41598-018-24519-4 |
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