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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...

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Autores principales: Jacob, Havjin, Stanisavljevic, Luka, Storli, Kristian Eeg, Hestetun, Kjersti E., Dahl, Olav, Myklebust, Mette P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
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.
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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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