Cargando…
Image analysis reveals differences in tumor multinucleations in Black and White patients with human papillomavirus‐associated oropharyngeal squamous cell carcinoma
BACKGROUND: Understanding biological differences between different racial groups of human papillomavirus (HPV)‐associated oropharyngeal squamous cell carcinoma (OPSCC) patients, who have differences in terms of incidence, survival, and tumor morphology, can facilitate accurate prognostic biomarkers,...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9782693/ https://www.ncbi.nlm.nih.gov/pubmed/36066461 http://dx.doi.org/10.1002/cncr.34446 |
_version_ | 1784857404362457088 |
---|---|
author | Koyuncu, Can F. Nag, Reetoja Lu, Cheng Corredor, Germán Viswanathan, Vidya S. Sandulache, Vlad C. Fu, Pingfu Yang, Kailin Pan, Quintin Zhang, Zelin Xu, Jun Chute, Deborah J. Thorstad, Wade L. Faraji, Farhoud Bishop, Justin A. Mehrad, Mitra Castro, Patricia D. Sikora, Andrew G. Thompson, Lester D.R. Chernock, Rebecca D. Lang Kuhs, Krystle A. Wasman, Jay K. Luo, Jingqin R. Adelstein, David J. Koyfman, Shlomo A. Lewis Jr, James S. Madabhushi, Anant |
author_facet | Koyuncu, Can F. Nag, Reetoja Lu, Cheng Corredor, Germán Viswanathan, Vidya S. Sandulache, Vlad C. Fu, Pingfu Yang, Kailin Pan, Quintin Zhang, Zelin Xu, Jun Chute, Deborah J. Thorstad, Wade L. Faraji, Farhoud Bishop, Justin A. Mehrad, Mitra Castro, Patricia D. Sikora, Andrew G. Thompson, Lester D.R. Chernock, Rebecca D. Lang Kuhs, Krystle A. Wasman, Jay K. Luo, Jingqin R. Adelstein, David J. Koyfman, Shlomo A. Lewis Jr, James S. Madabhushi, Anant |
author_sort | Koyuncu, Can F. |
collection | PubMed |
description | BACKGROUND: Understanding biological differences between different racial groups of human papillomavirus (HPV)‐associated oropharyngeal squamous cell carcinoma (OPSCC) patients, who have differences in terms of incidence, survival, and tumor morphology, can facilitate accurate prognostic biomarkers, which can help develop personalized treatment strategies. METHODS: This study evaluated whether there were morphologic differences between HPV‐associated tumors from Black and White patients in terms of multinucleation index (MuNI), an image analysis‐derived metric that measures density of multinucleated tumor cells within epithelial regions on hematoxylin–eosin images and previously has been prognostic in HPV‐associated OPSCC patients. In this study, the authors specifically evaluated whether the same MuNI cutoff that was prognostic of overall survival (OS) and disease‐free survival in their previous study, T(TR), is valid for Black and White patients, separately. We also evaluated population‐specific cutoffs, T(B) for Blacks and T(W) for Whites, for risk stratification. RESULTS: MuNI was statistically significantly different between Black (mean, 3.88e–4; median, 3.67e–04) and White patients (mean, 3.36e–04; median, 2.99e–04), with p = .0078. Using T(TR), MuNI was prognostic of OS in the entire population with hazard ratio (HR) of 1.71 (p = .002; 95% confidence interval [CI], 1.21–2.43) and in White patients with HR of 1.72 (p = .005; 95% CI, 1.18–2.51). Population‐specific cutoff, T(W), yielded improved HR of 1.77 (p = .003; 95% CI, 1.21–2.58) for White patients, whereas T(B) did not improve risk‐stratification in Black patients with HR of 0.6 (p = .3; HR, 0.6; 95% CI, 0.2–1.80). CONCLUSIONS: Histological difference between White and Black patient tumors in terms of multinucleated tumor cells suggests the need for considering population‐specific prognostic biomarkers for personalized risk stratification strategies for HPV‐associated OPSCC patients. |
format | Online Article Text |
id | pubmed-9782693 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97826932023-01-09 Image analysis reveals differences in tumor multinucleations in Black and White patients with human papillomavirus‐associated oropharyngeal squamous cell carcinoma Koyuncu, Can F. Nag, Reetoja Lu, Cheng Corredor, Germán Viswanathan, Vidya S. Sandulache, Vlad C. Fu, Pingfu Yang, Kailin Pan, Quintin Zhang, Zelin Xu, Jun Chute, Deborah J. Thorstad, Wade L. Faraji, Farhoud Bishop, Justin A. Mehrad, Mitra Castro, Patricia D. Sikora, Andrew G. Thompson, Lester D.R. Chernock, Rebecca D. Lang Kuhs, Krystle A. Wasman, Jay K. Luo, Jingqin R. Adelstein, David J. Koyfman, Shlomo A. Lewis Jr, James S. Madabhushi, Anant Cancer Original Articles BACKGROUND: Understanding biological differences between different racial groups of human papillomavirus (HPV)‐associated oropharyngeal squamous cell carcinoma (OPSCC) patients, who have differences in terms of incidence, survival, and tumor morphology, can facilitate accurate prognostic biomarkers, which can help develop personalized treatment strategies. METHODS: This study evaluated whether there were morphologic differences between HPV‐associated tumors from Black and White patients in terms of multinucleation index (MuNI), an image analysis‐derived metric that measures density of multinucleated tumor cells within epithelial regions on hematoxylin–eosin images and previously has been prognostic in HPV‐associated OPSCC patients. In this study, the authors specifically evaluated whether the same MuNI cutoff that was prognostic of overall survival (OS) and disease‐free survival in their previous study, T(TR), is valid for Black and White patients, separately. We also evaluated population‐specific cutoffs, T(B) for Blacks and T(W) for Whites, for risk stratification. RESULTS: MuNI was statistically significantly different between Black (mean, 3.88e–4; median, 3.67e–04) and White patients (mean, 3.36e–04; median, 2.99e–04), with p = .0078. Using T(TR), MuNI was prognostic of OS in the entire population with hazard ratio (HR) of 1.71 (p = .002; 95% confidence interval [CI], 1.21–2.43) and in White patients with HR of 1.72 (p = .005; 95% CI, 1.18–2.51). Population‐specific cutoff, T(W), yielded improved HR of 1.77 (p = .003; 95% CI, 1.21–2.58) for White patients, whereas T(B) did not improve risk‐stratification in Black patients with HR of 0.6 (p = .3; HR, 0.6; 95% CI, 0.2–1.80). CONCLUSIONS: Histological difference between White and Black patient tumors in terms of multinucleated tumor cells suggests the need for considering population‐specific prognostic biomarkers for personalized risk stratification strategies for HPV‐associated OPSCC patients. John Wiley and Sons Inc. 2022-09-06 2022-11-01 /pmc/articles/PMC9782693/ /pubmed/36066461 http://dx.doi.org/10.1002/cncr.34446 Text en © 2022 The Authors. Cancer published by Wiley Periodicals LLC on behalf of American Cancer Society. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Original Articles Koyuncu, Can F. Nag, Reetoja Lu, Cheng Corredor, Germán Viswanathan, Vidya S. Sandulache, Vlad C. Fu, Pingfu Yang, Kailin Pan, Quintin Zhang, Zelin Xu, Jun Chute, Deborah J. Thorstad, Wade L. Faraji, Farhoud Bishop, Justin A. Mehrad, Mitra Castro, Patricia D. Sikora, Andrew G. Thompson, Lester D.R. Chernock, Rebecca D. Lang Kuhs, Krystle A. Wasman, Jay K. Luo, Jingqin R. Adelstein, David J. Koyfman, Shlomo A. Lewis Jr, James S. Madabhushi, Anant Image analysis reveals differences in tumor multinucleations in Black and White patients with human papillomavirus‐associated oropharyngeal squamous cell carcinoma |
title | Image analysis reveals differences in tumor multinucleations in Black and White patients with human papillomavirus‐associated oropharyngeal squamous cell carcinoma |
title_full | Image analysis reveals differences in tumor multinucleations in Black and White patients with human papillomavirus‐associated oropharyngeal squamous cell carcinoma |
title_fullStr | Image analysis reveals differences in tumor multinucleations in Black and White patients with human papillomavirus‐associated oropharyngeal squamous cell carcinoma |
title_full_unstemmed | Image analysis reveals differences in tumor multinucleations in Black and White patients with human papillomavirus‐associated oropharyngeal squamous cell carcinoma |
title_short | Image analysis reveals differences in tumor multinucleations in Black and White patients with human papillomavirus‐associated oropharyngeal squamous cell carcinoma |
title_sort | image analysis reveals differences in tumor multinucleations in black and white patients with human papillomavirus‐associated oropharyngeal squamous cell carcinoma |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9782693/ https://www.ncbi.nlm.nih.gov/pubmed/36066461 http://dx.doi.org/10.1002/cncr.34446 |
work_keys_str_mv | AT koyuncucanf imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT nagreetoja imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT lucheng imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT corredorgerman imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT viswanathanvidyas imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT sandulachevladc imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT fupingfu imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT yangkailin imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT panquintin imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT zhangzelin imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT xujun imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT chutedeborahj imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT thorstadwadel imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT farajifarhoud imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT bishopjustina imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT mehradmitra imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT castropatriciad imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT sikoraandrewg imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT thompsonlesterdr imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT chernockrebeccad imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT langkuhskrystlea imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT wasmanjayk imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT luojingqinr imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT adelsteindavidj imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT koyfmanshlomoa imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT lewisjrjamess imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma AT madabhushianant imageanalysisrevealsdifferencesintumormultinucleationsinblackandwhitepatientswithhumanpapillomavirusassociatedoropharyngealsquamouscellcarcinoma |