Cargando…
Prognostic Score Predicts Survival in HPV-Negative Head and Neck Squamous Cell Cancer Patients
Although patients having head and neck squamous cell carcinoma (HNSCC) have high mortality, standardized prognostic tools are unavailable. As such, having a validated simple prognostic scoring system to help predict mortality in these high-risk patients is urgently needed. The current study aimed to...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6643134/ https://www.ncbi.nlm.nih.gov/pubmed/31337965 http://dx.doi.org/10.7150/ijbs.33329 |
_version_ | 1783437079039967232 |
---|---|
author | Qian, Xu Nguyen, Duc T. Dong, Yue Sinikovic, Branko Kaufmann, Andreas M. Myers, Jeffrey N. Albers, Andreas E. Graviss, Edward A. |
author_facet | Qian, Xu Nguyen, Duc T. Dong, Yue Sinikovic, Branko Kaufmann, Andreas M. Myers, Jeffrey N. Albers, Andreas E. Graviss, Edward A. |
author_sort | Qian, Xu |
collection | PubMed |
description | Although patients having head and neck squamous cell carcinoma (HNSCC) have high mortality, standardized prognostic tools are unavailable. As such, having a validated simple prognostic scoring system to help predict mortality in these high-risk patients is urgently needed. The current study aimed to develop and internally validate a prognostic scoring system for overall mortality in human papillomavirus (HPV)-independent HNSCC patients. Data on 400 consecutive patients from the Cancer Genome Atlas database with a known HPV-RNA negative status were analyzed. A prognostic model to predict patient overall mortality was developed using the logistic regression beta coefficients and a simple risk score was created. The model was internally validated using bootstrap validation with 2000 replications. Five covariates (age, pT, pN, perineural invasion, and EAp53 score) were used in the development of the mortality risk score in the final model. Three risk groups were stratified based on the prognostic scores: low-risk (<96 points), medium-risk (96-121 points), and high-risk (≥122 points) with a survival of 76%, 62% and 35%, respectively. The proposed model presented good discrimination in both the development (AUC = 0.76; 95% CI 0.70, 0.81) and bootstrap validation (AUC = 0.76; 95% CI 0.70, 0.81) with a non-significant Hosmer-Lemeshow chi-square of 6.17 (p = 0.63). The proposed prognostic scoring system is easy to use to predict patient overall mortality and could also help in the appropriate allocation of medical resources while managing HNSCC patients. External validation (including re-calibration if needed) should be conducted to test the model's generalizability in different populations. |
format | Online Article Text |
id | pubmed-6643134 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-66431342019-07-23 Prognostic Score Predicts Survival in HPV-Negative Head and Neck Squamous Cell Cancer Patients Qian, Xu Nguyen, Duc T. Dong, Yue Sinikovic, Branko Kaufmann, Andreas M. Myers, Jeffrey N. Albers, Andreas E. Graviss, Edward A. Int J Biol Sci Research Paper Although patients having head and neck squamous cell carcinoma (HNSCC) have high mortality, standardized prognostic tools are unavailable. As such, having a validated simple prognostic scoring system to help predict mortality in these high-risk patients is urgently needed. The current study aimed to develop and internally validate a prognostic scoring system for overall mortality in human papillomavirus (HPV)-independent HNSCC patients. Data on 400 consecutive patients from the Cancer Genome Atlas database with a known HPV-RNA negative status were analyzed. A prognostic model to predict patient overall mortality was developed using the logistic regression beta coefficients and a simple risk score was created. The model was internally validated using bootstrap validation with 2000 replications. Five covariates (age, pT, pN, perineural invasion, and EAp53 score) were used in the development of the mortality risk score in the final model. Three risk groups were stratified based on the prognostic scores: low-risk (<96 points), medium-risk (96-121 points), and high-risk (≥122 points) with a survival of 76%, 62% and 35%, respectively. The proposed model presented good discrimination in both the development (AUC = 0.76; 95% CI 0.70, 0.81) and bootstrap validation (AUC = 0.76; 95% CI 0.70, 0.81) with a non-significant Hosmer-Lemeshow chi-square of 6.17 (p = 0.63). The proposed prognostic scoring system is easy to use to predict patient overall mortality and could also help in the appropriate allocation of medical resources while managing HNSCC patients. External validation (including re-calibration if needed) should be conducted to test the model's generalizability in different populations. Ivyspring International Publisher 2019-05-12 /pmc/articles/PMC6643134/ /pubmed/31337965 http://dx.doi.org/10.7150/ijbs.33329 Text en © Ivyspring International Publisher This is an open access article distributed under the terms of the Creative Commons Attribution (CC BY-NC) license (https://creativecommons.org/licenses/by-nc/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Qian, Xu Nguyen, Duc T. Dong, Yue Sinikovic, Branko Kaufmann, Andreas M. Myers, Jeffrey N. Albers, Andreas E. Graviss, Edward A. Prognostic Score Predicts Survival in HPV-Negative Head and Neck Squamous Cell Cancer Patients |
title | Prognostic Score Predicts Survival in HPV-Negative Head and Neck Squamous Cell Cancer Patients |
title_full | Prognostic Score Predicts Survival in HPV-Negative Head and Neck Squamous Cell Cancer Patients |
title_fullStr | Prognostic Score Predicts Survival in HPV-Negative Head and Neck Squamous Cell Cancer Patients |
title_full_unstemmed | Prognostic Score Predicts Survival in HPV-Negative Head and Neck Squamous Cell Cancer Patients |
title_short | Prognostic Score Predicts Survival in HPV-Negative Head and Neck Squamous Cell Cancer Patients |
title_sort | prognostic score predicts survival in hpv-negative head and neck squamous cell cancer patients |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6643134/ https://www.ncbi.nlm.nih.gov/pubmed/31337965 http://dx.doi.org/10.7150/ijbs.33329 |
work_keys_str_mv | AT qianxu prognosticscorepredictssurvivalinhpvnegativeheadandnecksquamouscellcancerpatients AT nguyenduct prognosticscorepredictssurvivalinhpvnegativeheadandnecksquamouscellcancerpatients AT dongyue prognosticscorepredictssurvivalinhpvnegativeheadandnecksquamouscellcancerpatients AT sinikovicbranko prognosticscorepredictssurvivalinhpvnegativeheadandnecksquamouscellcancerpatients AT kaufmannandreasm prognosticscorepredictssurvivalinhpvnegativeheadandnecksquamouscellcancerpatients AT myersjeffreyn prognosticscorepredictssurvivalinhpvnegativeheadandnecksquamouscellcancerpatients AT albersandrease prognosticscorepredictssurvivalinhpvnegativeheadandnecksquamouscellcancerpatients AT gravissedwarda prognosticscorepredictssurvivalinhpvnegativeheadandnecksquamouscellcancerpatients |