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An Innovative Immune Score-Based Prognostic Nomogram for Patients with Cervical Cancer

BACKGROUND: In the past few years, the immune system and tumor immune microenvironment are becoming increasingly popular as more work has been accomplished in this field. However, nomograms based on immune-related characteristics for prognosis prediction of cervical cancer have not been fully explor...

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Autores principales: Qi, Xingling, Fu, Yipeng, Zhang, Meng, Lu, Chong, Wang, Yumeng, Peng, Jing, Li, Guiling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7669339/
https://www.ncbi.nlm.nih.gov/pubmed/33224983
http://dx.doi.org/10.1155/2020/8882576
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author Qi, Xingling
Fu, Yipeng
Zhang, Meng
Lu, Chong
Wang, Yumeng
Peng, Jing
Li, Guiling
author_facet Qi, Xingling
Fu, Yipeng
Zhang, Meng
Lu, Chong
Wang, Yumeng
Peng, Jing
Li, Guiling
author_sort Qi, Xingling
collection PubMed
description BACKGROUND: In the past few years, the immune system and tumor immune microenvironment are becoming increasingly popular as more work has been accomplished in this field. However, nomograms based on immune-related characteristics for prognosis prediction of cervical cancer have not been fully explored to our knowledge. We constructed a novel immune score-based nomogram to predict patients with high risk and poor prognosis. MATERIALS AND METHODS: 198 patients with cervical cancer from The Cancer Genome Atlas (TCGA) database were included in our study. Immune scores were generated with Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression data (ESTIMATE) algorithm, and clinic-pathological characteristics were also included for subsequent analysis. Cox proportional hazards regression models were performed for univariate and multivariate analyses to screen the significant factors, and a prognostic nomogram was built. Bootstrap resampling analysis was used for internal validation. The calibration curve and concordance index (C-index) were used to assess the predictive performance of the nomogram. RESULTS: Patients were split into three subgroups based on immune scores. We found that patients with high immune scores conferred significantly better overall survival (OS) compared with those with medium and low immune scores (hazard ratio (HR), 0.305; 95% confidence interval (CI), 0.108-0.869). A nomogram with a C-index of 0.720 had a favorable performance for predicting survival rate for clinical use by combining immune scores with other clinical features. The calibration curves at 3 and 5 years suggested a good consistency between the predicted OS and the actual OS probability. CONCLUSIONS: Our work highlights the potential clinical application significance of immune score-based nomogram in predicting the OS of cervical cancer patients.
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spelling pubmed-76693392020-11-19 An Innovative Immune Score-Based Prognostic Nomogram for Patients with Cervical Cancer Qi, Xingling Fu, Yipeng Zhang, Meng Lu, Chong Wang, Yumeng Peng, Jing Li, Guiling Biomed Res Int Research Article BACKGROUND: In the past few years, the immune system and tumor immune microenvironment are becoming increasingly popular as more work has been accomplished in this field. However, nomograms based on immune-related characteristics for prognosis prediction of cervical cancer have not been fully explored to our knowledge. We constructed a novel immune score-based nomogram to predict patients with high risk and poor prognosis. MATERIALS AND METHODS: 198 patients with cervical cancer from The Cancer Genome Atlas (TCGA) database were included in our study. Immune scores were generated with Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression data (ESTIMATE) algorithm, and clinic-pathological characteristics were also included for subsequent analysis. Cox proportional hazards regression models were performed for univariate and multivariate analyses to screen the significant factors, and a prognostic nomogram was built. Bootstrap resampling analysis was used for internal validation. The calibration curve and concordance index (C-index) were used to assess the predictive performance of the nomogram. RESULTS: Patients were split into three subgroups based on immune scores. We found that patients with high immune scores conferred significantly better overall survival (OS) compared with those with medium and low immune scores (hazard ratio (HR), 0.305; 95% confidence interval (CI), 0.108-0.869). A nomogram with a C-index of 0.720 had a favorable performance for predicting survival rate for clinical use by combining immune scores with other clinical features. The calibration curves at 3 and 5 years suggested a good consistency between the predicted OS and the actual OS probability. CONCLUSIONS: Our work highlights the potential clinical application significance of immune score-based nomogram in predicting the OS of cervical cancer patients. Hindawi 2020-11-07 /pmc/articles/PMC7669339/ /pubmed/33224983 http://dx.doi.org/10.1155/2020/8882576 Text en Copyright © 2020 Xingling Qi et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Qi, Xingling
Fu, Yipeng
Zhang, Meng
Lu, Chong
Wang, Yumeng
Peng, Jing
Li, Guiling
An Innovative Immune Score-Based Prognostic Nomogram for Patients with Cervical Cancer
title An Innovative Immune Score-Based Prognostic Nomogram for Patients with Cervical Cancer
title_full An Innovative Immune Score-Based Prognostic Nomogram for Patients with Cervical Cancer
title_fullStr An Innovative Immune Score-Based Prognostic Nomogram for Patients with Cervical Cancer
title_full_unstemmed An Innovative Immune Score-Based Prognostic Nomogram for Patients with Cervical Cancer
title_short An Innovative Immune Score-Based Prognostic Nomogram for Patients with Cervical Cancer
title_sort innovative immune score-based prognostic nomogram for patients with cervical cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7669339/
https://www.ncbi.nlm.nih.gov/pubmed/33224983
http://dx.doi.org/10.1155/2020/8882576
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