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Clinical relevance of PD-1 positive CD8 T-cells in gastric cancer
BACKGROUND: We evaluated the relevance of PD-1(+)CD8(+) T-cells in gastric cancer (GC) including prognostic significance, association with chemotherapy and immunotherapy sensitivity and correlations with the tumor microenvironment (TME). METHODS: Discovery cohort: GC samples were evaluated for AE1/3...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Nature Singapore
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10115710/ https://www.ncbi.nlm.nih.gov/pubmed/36781556 http://dx.doi.org/10.1007/s10120-023-01364-7 |
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author | Choo, Joan Kua, Ley Fang Soe, Mu Yar Asuncion, Bernadette Reyna Tan, Benjamin Kye Jyn Teo, Chong Boon Tay, Ryan Yong Kiat So, Jimmy Shabbir, Asim Guowei, Kim Tan, Hon Lyn Chan, Gloria Ma, Haoran Ramachandran, Gokula Krishnan Lum, Jeffrey H. Y. Chee, Cheng Ean Sridharan, Sriram Tan, Patrick Sundar, Raghav Yong, Wei Peng |
author_facet | Choo, Joan Kua, Ley Fang Soe, Mu Yar Asuncion, Bernadette Reyna Tan, Benjamin Kye Jyn Teo, Chong Boon Tay, Ryan Yong Kiat So, Jimmy Shabbir, Asim Guowei, Kim Tan, Hon Lyn Chan, Gloria Ma, Haoran Ramachandran, Gokula Krishnan Lum, Jeffrey H. Y. Chee, Cheng Ean Sridharan, Sriram Tan, Patrick Sundar, Raghav Yong, Wei Peng |
author_sort | Choo, Joan |
collection | PubMed |
description | BACKGROUND: We evaluated the relevance of PD-1(+)CD8(+) T-cells in gastric cancer (GC) including prognostic significance, association with chemotherapy and immunotherapy sensitivity and correlations with the tumor microenvironment (TME). METHODS: Discovery cohort: GC samples were evaluated for AE1/3, CD8, PD-1, Ki-67 and Granzyme-B expression with fluorescence-based multiplex immunohistochemistry (mIHC). Validation cohorts: we analyzed bulk RNAseq GC datasets from TCGA, the “3G” chemotherapy trial and an immunotherapy phase 2 trial. The cox proportional hazards model was used to identify factors that influenced overall survival (OS). To study the TME, we analyzed single-cell RNAseq performed on GCs. RESULTS: In the discovery cohort of 350 GCs, increased PD-1 expression of CD8 T-cells was prognostic for OS (HR 0.822, p = 0.042). PD-1 expression in CD8 T-cells highly correlated with cytolytic [Granzyme-B(+)] (r = 0.714, p < 0.001) and proliferative [Ki-67(+)] (r = 0.798, p < 0.001) activity. Analysis of bulk RNAseq datasets showed tumors with high PD-1 and CD8A expression levels had improved OS when treated with immunotherapy (HR 0.117, p = 0.036) and chemotherapy (HR 0.475, p = 0.017). Analysis of an scRNAseq dataset of 152,423 cells from 40 GCs revealed that T-cell and NK-cell proportions were higher (24% vs 18% and 19% vs 15%, p < 0.0001), while macrophage proportions were lower (7% vs 11%, p < 0.0001) in CD8PD-1(high) compared to CD8PD-1(low) tumors. CONCLUSION: This is one of the largest GC cohorts of mIHC combined with analysis of multiple datasets providing orthogonal validation of the clinical relevance of PD-1(+)CD8(+) T-cells being associated with improved OS. CD8PD-1(high) tumors have distinct features of an immunologically active, T-cell inflamed TME. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10120-023-01364-7. |
format | Online Article Text |
id | pubmed-10115710 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Nature Singapore |
record_format | MEDLINE/PubMed |
spelling | pubmed-101157102023-04-21 Clinical relevance of PD-1 positive CD8 T-cells in gastric cancer Choo, Joan Kua, Ley Fang Soe, Mu Yar Asuncion, Bernadette Reyna Tan, Benjamin Kye Jyn Teo, Chong Boon Tay, Ryan Yong Kiat So, Jimmy Shabbir, Asim Guowei, Kim Tan, Hon Lyn Chan, Gloria Ma, Haoran Ramachandran, Gokula Krishnan Lum, Jeffrey H. Y. Chee, Cheng Ean Sridharan, Sriram Tan, Patrick Sundar, Raghav Yong, Wei Peng Gastric Cancer Original Article BACKGROUND: We evaluated the relevance of PD-1(+)CD8(+) T-cells in gastric cancer (GC) including prognostic significance, association with chemotherapy and immunotherapy sensitivity and correlations with the tumor microenvironment (TME). METHODS: Discovery cohort: GC samples were evaluated for AE1/3, CD8, PD-1, Ki-67 and Granzyme-B expression with fluorescence-based multiplex immunohistochemistry (mIHC). Validation cohorts: we analyzed bulk RNAseq GC datasets from TCGA, the “3G” chemotherapy trial and an immunotherapy phase 2 trial. The cox proportional hazards model was used to identify factors that influenced overall survival (OS). To study the TME, we analyzed single-cell RNAseq performed on GCs. RESULTS: In the discovery cohort of 350 GCs, increased PD-1 expression of CD8 T-cells was prognostic for OS (HR 0.822, p = 0.042). PD-1 expression in CD8 T-cells highly correlated with cytolytic [Granzyme-B(+)] (r = 0.714, p < 0.001) and proliferative [Ki-67(+)] (r = 0.798, p < 0.001) activity. Analysis of bulk RNAseq datasets showed tumors with high PD-1 and CD8A expression levels had improved OS when treated with immunotherapy (HR 0.117, p = 0.036) and chemotherapy (HR 0.475, p = 0.017). Analysis of an scRNAseq dataset of 152,423 cells from 40 GCs revealed that T-cell and NK-cell proportions were higher (24% vs 18% and 19% vs 15%, p < 0.0001), while macrophage proportions were lower (7% vs 11%, p < 0.0001) in CD8PD-1(high) compared to CD8PD-1(low) tumors. CONCLUSION: This is one of the largest GC cohorts of mIHC combined with analysis of multiple datasets providing orthogonal validation of the clinical relevance of PD-1(+)CD8(+) T-cells being associated with improved OS. CD8PD-1(high) tumors have distinct features of an immunologically active, T-cell inflamed TME. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10120-023-01364-7. Springer Nature Singapore 2023-02-12 2023 /pmc/articles/PMC10115710/ /pubmed/36781556 http://dx.doi.org/10.1007/s10120-023-01364-7 Text en © The Author(s) 2023 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/) . |
spellingShingle | Original Article Choo, Joan Kua, Ley Fang Soe, Mu Yar Asuncion, Bernadette Reyna Tan, Benjamin Kye Jyn Teo, Chong Boon Tay, Ryan Yong Kiat So, Jimmy Shabbir, Asim Guowei, Kim Tan, Hon Lyn Chan, Gloria Ma, Haoran Ramachandran, Gokula Krishnan Lum, Jeffrey H. Y. Chee, Cheng Ean Sridharan, Sriram Tan, Patrick Sundar, Raghav Yong, Wei Peng Clinical relevance of PD-1 positive CD8 T-cells in gastric cancer |
title | Clinical relevance of PD-1 positive CD8 T-cells in gastric cancer |
title_full | Clinical relevance of PD-1 positive CD8 T-cells in gastric cancer |
title_fullStr | Clinical relevance of PD-1 positive CD8 T-cells in gastric cancer |
title_full_unstemmed | Clinical relevance of PD-1 positive CD8 T-cells in gastric cancer |
title_short | Clinical relevance of PD-1 positive CD8 T-cells in gastric cancer |
title_sort | clinical relevance of pd-1 positive cd8 t-cells in gastric cancer |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10115710/ https://www.ncbi.nlm.nih.gov/pubmed/36781556 http://dx.doi.org/10.1007/s10120-023-01364-7 |
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