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KCNQ1 and lymphovascular invasion are key features in a prognostic classifier for stage II and III colon cancer
BACKGROUND: The risk of recurrence after resection of a stage II or III colon cancer, and therefore qualification for adjuvant chemotherapy (ACT), is traditionally based on clinicopathological parameters. However, the parameters used in clinical practice are not able to accurately identify all patie...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8991490/ https://www.ncbi.nlm.nih.gov/pubmed/35395779 http://dx.doi.org/10.1186/s12885-022-09473-9 |
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author | Uil, Sjoerd H. Coupé, Veerle M. H. Bril, Herman Meijer, Gerrit A. Fijneman, Remond J. A. Stockmann, Hein B. A. C. |
author_facet | Uil, Sjoerd H. Coupé, Veerle M. H. Bril, Herman Meijer, Gerrit A. Fijneman, Remond J. A. Stockmann, Hein B. A. C. |
author_sort | Uil, Sjoerd H. |
collection | PubMed |
description | BACKGROUND: The risk of recurrence after resection of a stage II or III colon cancer, and therefore qualification for adjuvant chemotherapy (ACT), is traditionally based on clinicopathological parameters. However, the parameters used in clinical practice are not able to accurately identify all patients with or without minimal residual disease. Some patients considered ‘low-risk’ do develop recurrence (undertreatment), whilst other patients receiving ACT might not have developed recurrence at all (overtreatment). We previously analysed tumour tissue expression of 28 protein biomarkers that might improve identification of patients at risk of recurrence. In the present study we aimed to build a prognostic classifier based on these 28 biomarkers and clinicopathological parameters. METHODS: Classification and regression tree (CART) analysis was used to build a prognostic classifier based on a well described cohort of 386 patients with stage II and III colon cancer. Separate classifiers were built for patients who were or were not treated with ACT. Routine clinicopathological parameters and tumour tissue immunohistochemistry data were included, available for 28 proteins previously published. Classification trees were pruned until lowest misclassification error was obtained. Survival of the identified subgroups was analysed, and robustness of the selected CART variables was assessed by random forest analysis (1000 trees). RESULTS: In patients not treated with ACT, prognosis was estimated best based on expression of KCNQ1. Poor disease-free survival (DFS) was observed in those with loss of expression of KCNQ1 (HR = 3.38 (95% CI 2.12 – 5.40); p < 0.001). In patients treated with ACT, key prognostic factors were lymphovascular invasion (LVI) and expression of KCNQ1. Patients with LVI showed poorest DFS, whilst patients without LVI and high expression of KCNQ1 showed most favourable survival (HR = 7.50 (95% CI 3.57—15.74); p < 0.001). Patients without LVI and loss of expression of KCNQ1 had intermediate survival (HR = 3.91 (95% CI 1.76 – 8.72); p = 0.001). CONCLUSION: KCNQ1 and LVI were identified as key features in prognostic classifiers for disease-free survival in stage II and III colon cancer patients. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-022-09473-9. |
format | Online Article Text |
id | pubmed-8991490 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-89914902022-04-09 KCNQ1 and lymphovascular invasion are key features in a prognostic classifier for stage II and III colon cancer Uil, Sjoerd H. Coupé, Veerle M. H. Bril, Herman Meijer, Gerrit A. Fijneman, Remond J. A. Stockmann, Hein B. A. C. BMC Cancer Research BACKGROUND: The risk of recurrence after resection of a stage II or III colon cancer, and therefore qualification for adjuvant chemotherapy (ACT), is traditionally based on clinicopathological parameters. However, the parameters used in clinical practice are not able to accurately identify all patients with or without minimal residual disease. Some patients considered ‘low-risk’ do develop recurrence (undertreatment), whilst other patients receiving ACT might not have developed recurrence at all (overtreatment). We previously analysed tumour tissue expression of 28 protein biomarkers that might improve identification of patients at risk of recurrence. In the present study we aimed to build a prognostic classifier based on these 28 biomarkers and clinicopathological parameters. METHODS: Classification and regression tree (CART) analysis was used to build a prognostic classifier based on a well described cohort of 386 patients with stage II and III colon cancer. Separate classifiers were built for patients who were or were not treated with ACT. Routine clinicopathological parameters and tumour tissue immunohistochemistry data were included, available for 28 proteins previously published. Classification trees were pruned until lowest misclassification error was obtained. Survival of the identified subgroups was analysed, and robustness of the selected CART variables was assessed by random forest analysis (1000 trees). RESULTS: In patients not treated with ACT, prognosis was estimated best based on expression of KCNQ1. Poor disease-free survival (DFS) was observed in those with loss of expression of KCNQ1 (HR = 3.38 (95% CI 2.12 – 5.40); p < 0.001). In patients treated with ACT, key prognostic factors were lymphovascular invasion (LVI) and expression of KCNQ1. Patients with LVI showed poorest DFS, whilst patients without LVI and high expression of KCNQ1 showed most favourable survival (HR = 7.50 (95% CI 3.57—15.74); p < 0.001). Patients without LVI and loss of expression of KCNQ1 had intermediate survival (HR = 3.91 (95% CI 1.76 – 8.72); p = 0.001). CONCLUSION: KCNQ1 and LVI were identified as key features in prognostic classifiers for disease-free survival in stage II and III colon cancer patients. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-022-09473-9. BioMed Central 2022-04-08 /pmc/articles/PMC8991490/ /pubmed/35395779 http://dx.doi.org/10.1186/s12885-022-09473-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Uil, Sjoerd H. Coupé, Veerle M. H. Bril, Herman Meijer, Gerrit A. Fijneman, Remond J. A. Stockmann, Hein B. A. C. KCNQ1 and lymphovascular invasion are key features in a prognostic classifier for stage II and III colon cancer |
title | KCNQ1 and lymphovascular invasion are key features in a prognostic classifier for stage II and III colon cancer |
title_full | KCNQ1 and lymphovascular invasion are key features in a prognostic classifier for stage II and III colon cancer |
title_fullStr | KCNQ1 and lymphovascular invasion are key features in a prognostic classifier for stage II and III colon cancer |
title_full_unstemmed | KCNQ1 and lymphovascular invasion are key features in a prognostic classifier for stage II and III colon cancer |
title_short | KCNQ1 and lymphovascular invasion are key features in a prognostic classifier for stage II and III colon cancer |
title_sort | kcnq1 and lymphovascular invasion are key features in a prognostic classifier for stage ii and iii colon cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8991490/ https://www.ncbi.nlm.nih.gov/pubmed/35395779 http://dx.doi.org/10.1186/s12885-022-09473-9 |
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