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Development and validation of postoperative and preoperative platelets ratio (PPR) to predict the prognosis of patients undergoing surgery for colorectal cancer: A dual‐center retrospective cohort study
BACKGROUND: Platelets occupy a prominent place in tumor proliferation and metastasis, and platelet count is relevant to the prognosis of tumor patients. But preoperative platelet counts cannot be standardized and individualized due to the variability among individuals, instruments, and regions, and...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9844599/ https://www.ncbi.nlm.nih.gov/pubmed/35689440 http://dx.doi.org/10.1002/cam4.4930 |
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author | Yang, Wei Zheng, Xiaoying Wu, Minghui Zhang, Fengming Xu, Shuizhi Wang, Xiuchao Song, Menghui You, Chang Zhang, Ting Jiang, Minghua Ding, Chunming |
author_facet | Yang, Wei Zheng, Xiaoying Wu, Minghui Zhang, Fengming Xu, Shuizhi Wang, Xiuchao Song, Menghui You, Chang Zhang, Ting Jiang, Minghua Ding, Chunming |
author_sort | Yang, Wei |
collection | PubMed |
description | BACKGROUND: Platelets occupy a prominent place in tumor proliferation and metastasis, and platelet count is relevant to the prognosis of tumor patients. But preoperative platelet counts cannot be standardized and individualized due to the variability among individuals, instruments, and regions, and the connection between postoperative platelet count and prognosis remains unknown. A standardized indicator of platelet count was designed to forecast the prognosis of colorectal cancer (CRC). METHODS: Five hundred and eighty six patients who suffered radical resection of CRC between 2013 and 2019 were collected. A development‐validation cohort of standardized and individualized platelet counts for prognostic assessment of CRC was designed. We first determined the ability of PPR and other peripheral blood count‐related indicators to predict the mortality of patients with CRC and validated them in a separate cohort. Kaplan–Meier analysis was executed to evaluate the survival and univariate and multivariate analyses were executed to explore the relevance. Time‐dependent ROC was measured to estimate the predictive usefulness. Decision curve analysis was used to verify the clinical net benefit. RESULTS: Important baseline variables showed a similar distribution in two independent queues. In the development cohort, postoperative platelet count and postoperative/preoperative platelets ratio (PPR) were independent predictors of prognosis in CRC patients. PPR showed the largest area under the curve (AUC) in evaluating 1‐year and 5‐year OS (AUC: 0.702 and 0.620) compared to others. In the validation cohort, platelet/lymphocyte ratio and PPR were validated to be independently concerned about OS of CRC patients and PPR showed the largest AUC in evaluating 1‐year and 3‐year OS (AUC: 0.663 and 0.673). PPR and joint index of platelet count and PPR showed better predictive value and clinical net benefit. CONCLUSIONS: PPR has been identified and validated to be independently concerned about OS of patients with CRC and was a reliable and economic indicator to evaluate the prognosis. |
format | Online Article Text |
id | pubmed-9844599 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98445992023-01-23 Development and validation of postoperative and preoperative platelets ratio (PPR) to predict the prognosis of patients undergoing surgery for colorectal cancer: A dual‐center retrospective cohort study Yang, Wei Zheng, Xiaoying Wu, Minghui Zhang, Fengming Xu, Shuizhi Wang, Xiuchao Song, Menghui You, Chang Zhang, Ting Jiang, Minghua Ding, Chunming Cancer Med RESEARCH ARTICLES BACKGROUND: Platelets occupy a prominent place in tumor proliferation and metastasis, and platelet count is relevant to the prognosis of tumor patients. But preoperative platelet counts cannot be standardized and individualized due to the variability among individuals, instruments, and regions, and the connection between postoperative platelet count and prognosis remains unknown. A standardized indicator of platelet count was designed to forecast the prognosis of colorectal cancer (CRC). METHODS: Five hundred and eighty six patients who suffered radical resection of CRC between 2013 and 2019 were collected. A development‐validation cohort of standardized and individualized platelet counts for prognostic assessment of CRC was designed. We first determined the ability of PPR and other peripheral blood count‐related indicators to predict the mortality of patients with CRC and validated them in a separate cohort. Kaplan–Meier analysis was executed to evaluate the survival and univariate and multivariate analyses were executed to explore the relevance. Time‐dependent ROC was measured to estimate the predictive usefulness. Decision curve analysis was used to verify the clinical net benefit. RESULTS: Important baseline variables showed a similar distribution in two independent queues. In the development cohort, postoperative platelet count and postoperative/preoperative platelets ratio (PPR) were independent predictors of prognosis in CRC patients. PPR showed the largest area under the curve (AUC) in evaluating 1‐year and 5‐year OS (AUC: 0.702 and 0.620) compared to others. In the validation cohort, platelet/lymphocyte ratio and PPR were validated to be independently concerned about OS of CRC patients and PPR showed the largest AUC in evaluating 1‐year and 3‐year OS (AUC: 0.663 and 0.673). PPR and joint index of platelet count and PPR showed better predictive value and clinical net benefit. CONCLUSIONS: PPR has been identified and validated to be independently concerned about OS of patients with CRC and was a reliable and economic indicator to evaluate the prognosis. John Wiley and Sons Inc. 2022-06-11 /pmc/articles/PMC9844599/ /pubmed/35689440 http://dx.doi.org/10.1002/cam4.4930 Text en © 2022 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | RESEARCH ARTICLES Yang, Wei Zheng, Xiaoying Wu, Minghui Zhang, Fengming Xu, Shuizhi Wang, Xiuchao Song, Menghui You, Chang Zhang, Ting Jiang, Minghua Ding, Chunming Development and validation of postoperative and preoperative platelets ratio (PPR) to predict the prognosis of patients undergoing surgery for colorectal cancer: A dual‐center retrospective cohort study |
title | Development and validation of postoperative and preoperative platelets ratio (PPR) to predict the prognosis of patients undergoing surgery for colorectal cancer: A dual‐center retrospective cohort study |
title_full | Development and validation of postoperative and preoperative platelets ratio (PPR) to predict the prognosis of patients undergoing surgery for colorectal cancer: A dual‐center retrospective cohort study |
title_fullStr | Development and validation of postoperative and preoperative platelets ratio (PPR) to predict the prognosis of patients undergoing surgery for colorectal cancer: A dual‐center retrospective cohort study |
title_full_unstemmed | Development and validation of postoperative and preoperative platelets ratio (PPR) to predict the prognosis of patients undergoing surgery for colorectal cancer: A dual‐center retrospective cohort study |
title_short | Development and validation of postoperative and preoperative platelets ratio (PPR) to predict the prognosis of patients undergoing surgery for colorectal cancer: A dual‐center retrospective cohort study |
title_sort | development and validation of postoperative and preoperative platelets ratio (ppr) to predict the prognosis of patients undergoing surgery for colorectal cancer: a dual‐center retrospective cohort study |
topic | RESEARCH ARTICLES |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9844599/ https://www.ncbi.nlm.nih.gov/pubmed/35689440 http://dx.doi.org/10.1002/cam4.4930 |
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