Cargando…
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...
Autores principales: | , , , , , |
---|---|
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 |
_version_ | 1783634889293168640 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7797536 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT luyongqu prognosispredictionforcolorectalcancerpatientsariskscorebasedonthemetabolicrelatedgenes AT zhouxin prognosispredictionforcolorectalcancerpatientsariskscorebasedonthemetabolicrelatedgenes AT liuzhenzhen prognosispredictionforcolorectalcancerpatientsariskscorebasedonthemetabolicrelatedgenes AT wangwendong prognosispredictionforcolorectalcancerpatientsariskscorebasedonthemetabolicrelatedgenes AT lusiyi prognosispredictionforcolorectalcancerpatientsariskscorebasedonthemetabolicrelatedgenes AT fuwei prognosispredictionforcolorectalcancerpatientsariskscorebasedonthemetabolicrelatedgenes |