Cargando…
Update of a prognostic survival model in head and neck squamous cell carcinoma patients treated with immune checkpoint inhibitors using an expansion cohort
BACKGROUND: Immune checkpoint inhibitors (ICI) treatment in recurrent/metastatic (R/M) head and neck squamous cell carcinoma (HNSCC) offers new therapeutic venues. We have previously developed a predictive survival model in this patient population based on clinical parameters, and the purpose of thi...
Autores principales: | , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9284772/ https://www.ncbi.nlm.nih.gov/pubmed/35836204 http://dx.doi.org/10.1186/s12885-022-09809-5 |
_version_ | 1784747637004566528 |
---|---|
author | Issa, Majd Klamer, Brett G. Mladkova, Nikol Laliotis, Georgios I. Karivedu, Vidhya Bhateja, Priyanka Byington, Chase Dibs, Khaled Pan, Xueliang Chakravarti, Arnab Grecula, John Jhawar, Sachin R. Mitchell, Darrion Baliga, Sujith Old, Matthew Carrau, Ricardo L. Rocco, James W. Blakaj, Dukagjin M. Bonomi, Marcelo |
author_facet | Issa, Majd Klamer, Brett G. Mladkova, Nikol Laliotis, Georgios I. Karivedu, Vidhya Bhateja, Priyanka Byington, Chase Dibs, Khaled Pan, Xueliang Chakravarti, Arnab Grecula, John Jhawar, Sachin R. Mitchell, Darrion Baliga, Sujith Old, Matthew Carrau, Ricardo L. Rocco, James W. Blakaj, Dukagjin M. Bonomi, Marcelo |
author_sort | Issa, Majd |
collection | PubMed |
description | BACKGROUND: Immune checkpoint inhibitors (ICI) treatment in recurrent/metastatic (R/M) head and neck squamous cell carcinoma (HNSCC) offers new therapeutic venues. We have previously developed a predictive survival model in this patient population based on clinical parameters, and the purpose of this study was to expand the study cohort and internally validate the model. METHODS: A single institutional retrospective analysis of R/M HNSCC patients treated with ICI. Clinical parameters collected included p-16 status, hemoglobin (Hb), albumin (Alb), lactate dehydrogenase (LDH), neutrophil, lymphocyte and platelet counts. Cox proportional hazard regression was used to assess the impact of patient characteristics and clinical variables on survival. A nomogram was created using the rms package to generate individualized survival prediction. RESULTS: 201 patients were included, 47 females (23%), 154 males (77%). Median age was 61 years (IQR: 55-68). P-16 negative (66%). Median OS was 12 months (95% CI: 9.4, 14.9). Updated OS model included age, sex, absolute neutrophil count, absolute lymphocyte count, albumin, hemoglobin, LDH, and p-16 status. We stratified patients into three risk groups based on this model at the 0.33 and 0.66 quantiles. Median OS in the optimal risk group reached 23.7 months (CI: 18.5, NR), 13.8 months (CI: 11.1, 20.3) in the average risk group, and 2.3 months (CI: 1.7, 4.4) in the high-risk group. Following internal validation, the discriminatory power of the model reached a c-index of 0.72 and calibration slope of 0.79. CONCLUSIONS: Our updated nomogram could assist in the precise selection of patients for which ICI could be beneficial and cost-effective. |
format | Online Article Text |
id | pubmed-9284772 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-92847722022-07-16 Update of a prognostic survival model in head and neck squamous cell carcinoma patients treated with immune checkpoint inhibitors using an expansion cohort Issa, Majd Klamer, Brett G. Mladkova, Nikol Laliotis, Georgios I. Karivedu, Vidhya Bhateja, Priyanka Byington, Chase Dibs, Khaled Pan, Xueliang Chakravarti, Arnab Grecula, John Jhawar, Sachin R. Mitchell, Darrion Baliga, Sujith Old, Matthew Carrau, Ricardo L. Rocco, James W. Blakaj, Dukagjin M. Bonomi, Marcelo BMC Cancer Research BACKGROUND: Immune checkpoint inhibitors (ICI) treatment in recurrent/metastatic (R/M) head and neck squamous cell carcinoma (HNSCC) offers new therapeutic venues. We have previously developed a predictive survival model in this patient population based on clinical parameters, and the purpose of this study was to expand the study cohort and internally validate the model. METHODS: A single institutional retrospective analysis of R/M HNSCC patients treated with ICI. Clinical parameters collected included p-16 status, hemoglobin (Hb), albumin (Alb), lactate dehydrogenase (LDH), neutrophil, lymphocyte and platelet counts. Cox proportional hazard regression was used to assess the impact of patient characteristics and clinical variables on survival. A nomogram was created using the rms package to generate individualized survival prediction. RESULTS: 201 patients were included, 47 females (23%), 154 males (77%). Median age was 61 years (IQR: 55-68). P-16 negative (66%). Median OS was 12 months (95% CI: 9.4, 14.9). Updated OS model included age, sex, absolute neutrophil count, absolute lymphocyte count, albumin, hemoglobin, LDH, and p-16 status. We stratified patients into three risk groups based on this model at the 0.33 and 0.66 quantiles. Median OS in the optimal risk group reached 23.7 months (CI: 18.5, NR), 13.8 months (CI: 11.1, 20.3) in the average risk group, and 2.3 months (CI: 1.7, 4.4) in the high-risk group. Following internal validation, the discriminatory power of the model reached a c-index of 0.72 and calibration slope of 0.79. CONCLUSIONS: Our updated nomogram could assist in the precise selection of patients for which ICI could be beneficial and cost-effective. BioMed Central 2022-07-14 /pmc/articles/PMC9284772/ /pubmed/35836204 http://dx.doi.org/10.1186/s12885-022-09809-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Issa, Majd Klamer, Brett G. Mladkova, Nikol Laliotis, Georgios I. Karivedu, Vidhya Bhateja, Priyanka Byington, Chase Dibs, Khaled Pan, Xueliang Chakravarti, Arnab Grecula, John Jhawar, Sachin R. Mitchell, Darrion Baliga, Sujith Old, Matthew Carrau, Ricardo L. Rocco, James W. Blakaj, Dukagjin M. Bonomi, Marcelo Update of a prognostic survival model in head and neck squamous cell carcinoma patients treated with immune checkpoint inhibitors using an expansion cohort |
title | Update of a prognostic survival model in head and neck squamous cell carcinoma patients treated with immune checkpoint inhibitors using an expansion cohort |
title_full | Update of a prognostic survival model in head and neck squamous cell carcinoma patients treated with immune checkpoint inhibitors using an expansion cohort |
title_fullStr | Update of a prognostic survival model in head and neck squamous cell carcinoma patients treated with immune checkpoint inhibitors using an expansion cohort |
title_full_unstemmed | Update of a prognostic survival model in head and neck squamous cell carcinoma patients treated with immune checkpoint inhibitors using an expansion cohort |
title_short | Update of a prognostic survival model in head and neck squamous cell carcinoma patients treated with immune checkpoint inhibitors using an expansion cohort |
title_sort | update of a prognostic survival model in head and neck squamous cell carcinoma patients treated with immune checkpoint inhibitors using an expansion cohort |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9284772/ https://www.ncbi.nlm.nih.gov/pubmed/35836204 http://dx.doi.org/10.1186/s12885-022-09809-5 |
work_keys_str_mv | AT issamajd updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT klamerbrettg updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT mladkovanikol updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT laliotisgeorgiosi updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT kariveduvidhya updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT bhatejapriyanka updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT byingtonchase updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT dibskhaled updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT panxueliang updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT chakravartiarnab updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT greculajohn updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT jhawarsachinr updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT mitchelldarrion updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT baligasujith updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT oldmatthew updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT carrauricardol updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT roccojamesw updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT blakajdukagjinm updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort AT bonomimarcelo updateofaprognosticsurvivalmodelinheadandnecksquamouscellcarcinomapatientstreatedwithimmunecheckpointinhibitorsusinganexpansioncohort |