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Spatial heterogeneity of immune infiltration predicts the prognosis of nasopharyngeal carcinoma patients
Spatial information on the tumor immune microenvironment is of clinical relevance. Here, we aimed to quantify the spatial heterogeneity of lymphocytes and cancer cells and evaluated its prognostic value in patients with nasopharyngeal carcinoma (NPC). The scanned immunohistochemistry images of 336 N...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8555536/ https://www.ncbi.nlm.nih.gov/pubmed/34721946 http://dx.doi.org/10.1080/2162402X.2021.1976439 |
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author | Wang, Ya-Qin Liu, Xu Xu, Cheng Jiang, Wei Xu, Shuo-Yu Zhang, Yu Liang, Ye Lin Li, Jun-Yan Li, Qian Chen, Yu-Pei Zhao, Yin Yun, Jing-Ping Liu, Na Li, Ying-Qin Ma, Jun |
author_facet | Wang, Ya-Qin Liu, Xu Xu, Cheng Jiang, Wei Xu, Shuo-Yu Zhang, Yu Liang, Ye Lin Li, Jun-Yan Li, Qian Chen, Yu-Pei Zhao, Yin Yun, Jing-Ping Liu, Na Li, Ying-Qin Ma, Jun |
author_sort | Wang, Ya-Qin |
collection | PubMed |
description | Spatial information on the tumor immune microenvironment is of clinical relevance. Here, we aimed to quantify the spatial heterogeneity of lymphocytes and cancer cells and evaluated its prognostic value in patients with nasopharyngeal carcinoma (NPC). The scanned immunohistochemistry images of 336 NPC patients from two different hospitals were used to generate cell density maps for tumor and immune cells. Then, Getis-Ord hotspot analysis, a spatial statistic method used to describe species biodiversity in ecological habitats, was applied to identify cancer, immune, and immune-cancer hotspots. The results showed that cancer hotspots were not associated with any of the studied clinical outcomes, while immune-cancer hotspots predicted worse overall survival (OS) in the training cohort. In contrast, a high immune hotspot score was significantly associated with better OS (HR 0.41, 95% CI 0.22–0.77, P = .006), disease-free survival (DFS) (HR 0.43, 95% CI 0.24–0.75, P = .003) and distant metastasis-free survival (DMFS) (HR 0.40, 95% CI 0.20–0.81, P = .011) in NPC patients in the training cohort, and similar associations were also evident in the validation cohort. Importantly, multivariate analysis revealed that the immune hotspot score remained an independent prognostic indicator for OS, DFS, and DMFS in both cohorts. We explored the spatial heterogeneity of cancer cells and lymphocytes in the tumor microenvironment of NPC patients using digital pathology and ecological analysis methods and further constructed three spatial scores. Our study demonstrates that spatial variation may aid in the identification of the clinical prognosis of NPC patients, but further investigation is needed. |
format | Online Article Text |
id | pubmed-8555536 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-85555362021-10-30 Spatial heterogeneity of immune infiltration predicts the prognosis of nasopharyngeal carcinoma patients Wang, Ya-Qin Liu, Xu Xu, Cheng Jiang, Wei Xu, Shuo-Yu Zhang, Yu Liang, Ye Lin Li, Jun-Yan Li, Qian Chen, Yu-Pei Zhao, Yin Yun, Jing-Ping Liu, Na Li, Ying-Qin Ma, Jun Oncoimmunology Research Article Spatial information on the tumor immune microenvironment is of clinical relevance. Here, we aimed to quantify the spatial heterogeneity of lymphocytes and cancer cells and evaluated its prognostic value in patients with nasopharyngeal carcinoma (NPC). The scanned immunohistochemistry images of 336 NPC patients from two different hospitals were used to generate cell density maps for tumor and immune cells. Then, Getis-Ord hotspot analysis, a spatial statistic method used to describe species biodiversity in ecological habitats, was applied to identify cancer, immune, and immune-cancer hotspots. The results showed that cancer hotspots were not associated with any of the studied clinical outcomes, while immune-cancer hotspots predicted worse overall survival (OS) in the training cohort. In contrast, a high immune hotspot score was significantly associated with better OS (HR 0.41, 95% CI 0.22–0.77, P = .006), disease-free survival (DFS) (HR 0.43, 95% CI 0.24–0.75, P = .003) and distant metastasis-free survival (DMFS) (HR 0.40, 95% CI 0.20–0.81, P = .011) in NPC patients in the training cohort, and similar associations were also evident in the validation cohort. Importantly, multivariate analysis revealed that the immune hotspot score remained an independent prognostic indicator for OS, DFS, and DMFS in both cohorts. We explored the spatial heterogeneity of cancer cells and lymphocytes in the tumor microenvironment of NPC patients using digital pathology and ecological analysis methods and further constructed three spatial scores. Our study demonstrates that spatial variation may aid in the identification of the clinical prognosis of NPC patients, but further investigation is needed. Taylor & Francis 2021-10-27 /pmc/articles/PMC8555536/ /pubmed/34721946 http://dx.doi.org/10.1080/2162402X.2021.1976439 Text en © 2021 The Author(s). Published with license by Taylor & Francis Group, LLC. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Wang, Ya-Qin Liu, Xu Xu, Cheng Jiang, Wei Xu, Shuo-Yu Zhang, Yu Liang, Ye Lin Li, Jun-Yan Li, Qian Chen, Yu-Pei Zhao, Yin Yun, Jing-Ping Liu, Na Li, Ying-Qin Ma, Jun Spatial heterogeneity of immune infiltration predicts the prognosis of nasopharyngeal carcinoma patients |
title | Spatial heterogeneity of immune infiltration predicts the prognosis of nasopharyngeal carcinoma patients |
title_full | Spatial heterogeneity of immune infiltration predicts the prognosis of nasopharyngeal carcinoma patients |
title_fullStr | Spatial heterogeneity of immune infiltration predicts the prognosis of nasopharyngeal carcinoma patients |
title_full_unstemmed | Spatial heterogeneity of immune infiltration predicts the prognosis of nasopharyngeal carcinoma patients |
title_short | Spatial heterogeneity of immune infiltration predicts the prognosis of nasopharyngeal carcinoma patients |
title_sort | spatial heterogeneity of immune infiltration predicts the prognosis of nasopharyngeal carcinoma patients |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8555536/ https://www.ncbi.nlm.nih.gov/pubmed/34721946 http://dx.doi.org/10.1080/2162402X.2021.1976439 |
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