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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
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