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...

Descripción completa

Detalles Bibliográficos
Autores principales: Qian, Xu, Nguyen, Duc T., Dong, Yue, Sinikovic, Branko, Kaufmann, Andreas M., Myers, Jeffrey N., Albers, Andreas E., Graviss, Edward A.
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