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Prognosis Prediction for Colorectal Cancer Patients: A Risk Score Based on The Metabolic-Related Genes

Risk assessment has high prognostic value in patients with colorectal cancer (CRC), and the use of proper models is an effective approach frequently used to evaluate cancer progression for further treatment plans. Alterations in metabolism are confirmed to be a significant feature of tumor cells and...

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Detalles Bibliográficos
Autores principales: Lu, Yongqu, Zhou, Xin, Liu, Zhenzhen, Wang, Wendong, Lu, Siyi, Fu, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7797536/
https://www.ncbi.nlm.nih.gov/pubmed/33437216
http://dx.doi.org/10.7150/ijms.49576
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author Lu, Yongqu
Zhou, Xin
Liu, Zhenzhen
Wang, Wendong
Lu, Siyi
Fu, Wei
author_facet Lu, Yongqu
Zhou, Xin
Liu, Zhenzhen
Wang, Wendong
Lu, Siyi
Fu, Wei
author_sort Lu, Yongqu
collection PubMed
description Risk assessment has high prognostic value in patients with colorectal cancer (CRC), and the use of proper models is an effective approach frequently used to evaluate cancer progression for further treatment plans. Alterations in metabolism are confirmed to be a significant feature of tumor cells and have been an intense focus in disease research. Here, we mined the genes that were differentially expressed in CRC tissues compared to paired normal samples from a public database and then constructed a novel assessment system for the prognosis of patients based on the value of a risk score considering the expression status of metabolism-related genes after screening. The score successfully stratified patients by risk and was externally verified in our study. Moreover, we built a nomogram combining the score and clinical parameters to predict patient survival using a visual method. The results suggested that the risk score was well fit and could provide assistance for the individual treatment of CRC patients in the clinic.
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spelling pubmed-77975362021-01-11 Prognosis Prediction for Colorectal Cancer Patients: A Risk Score Based on The Metabolic-Related Genes Lu, Yongqu Zhou, Xin Liu, Zhenzhen Wang, Wendong Lu, Siyi Fu, Wei Int J Med Sci Research Paper Risk assessment has high prognostic value in patients with colorectal cancer (CRC), and the use of proper models is an effective approach frequently used to evaluate cancer progression for further treatment plans. Alterations in metabolism are confirmed to be a significant feature of tumor cells and have been an intense focus in disease research. Here, we mined the genes that were differentially expressed in CRC tissues compared to paired normal samples from a public database and then constructed a novel assessment system for the prognosis of patients based on the value of a risk score considering the expression status of metabolism-related genes after screening. The score successfully stratified patients by risk and was externally verified in our study. Moreover, we built a nomogram combining the score and clinical parameters to predict patient survival using a visual method. The results suggested that the risk score was well fit and could provide assistance for the individual treatment of CRC patients in the clinic. Ivyspring International Publisher 2021-01-01 /pmc/articles/PMC7797536/ /pubmed/33437216 http://dx.doi.org/10.7150/ijms.49576 Text en © The author(s) This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions.
spellingShingle Research Paper
Lu, Yongqu
Zhou, Xin
Liu, Zhenzhen
Wang, Wendong
Lu, Siyi
Fu, Wei
Prognosis Prediction for Colorectal Cancer Patients: A Risk Score Based on The Metabolic-Related Genes
title Prognosis Prediction for Colorectal Cancer Patients: A Risk Score Based on The Metabolic-Related Genes
title_full Prognosis Prediction for Colorectal Cancer Patients: A Risk Score Based on The Metabolic-Related Genes
title_fullStr Prognosis Prediction for Colorectal Cancer Patients: A Risk Score Based on The Metabolic-Related Genes
title_full_unstemmed Prognosis Prediction for Colorectal Cancer Patients: A Risk Score Based on The Metabolic-Related Genes
title_short Prognosis Prediction for Colorectal Cancer Patients: A Risk Score Based on The Metabolic-Related Genes
title_sort prognosis prediction for colorectal cancer patients: a risk score based on the metabolic-related genes
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7797536/
https://www.ncbi.nlm.nih.gov/pubmed/33437216
http://dx.doi.org/10.7150/ijms.49576
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