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Analysis of Prostate Cancer Tumor Microenvironment Identifies Reduced Stromal CD4 Effector T-cell Infiltration in Tumors with Pelvic Nodal Metastasis
BACKGROUND: Pelvic nodal metastasis in prostate cancer impacts patient outcome negatively. OBJECTIVE: To explore tumor-infiltrating immune cells as a potential predictive tool for regional lymph node (LN) metastasis. DESIGN, SETTING, AND PARTICIPANTS: We applied multiplex immunofluorescence and targ...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8317840/ https://www.ncbi.nlm.nih.gov/pubmed/34337530 http://dx.doi.org/10.1016/j.euros.2021.05.001 |
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author | Ntala, Chara Salji, Mark Salmond, Jonathan Officer, Leah Teodosio, Ana Vieira Blomme, Arnaud McGhee, Ewan J. Powley, Ian Ahmad, Imran Kruithof-de Julio, Marianna Thalmann, George Roberts, Ed Goodyear, Carl S. Jamaspishvili, Tamara Berman, David M. Carlin, Leo M. Le Quesne, John Leung, Hing Y. |
author_facet | Ntala, Chara Salji, Mark Salmond, Jonathan Officer, Leah Teodosio, Ana Vieira Blomme, Arnaud McGhee, Ewan J. Powley, Ian Ahmad, Imran Kruithof-de Julio, Marianna Thalmann, George Roberts, Ed Goodyear, Carl S. Jamaspishvili, Tamara Berman, David M. Carlin, Leo M. Le Quesne, John Leung, Hing Y. |
author_sort | Ntala, Chara |
collection | PubMed |
description | BACKGROUND: Pelvic nodal metastasis in prostate cancer impacts patient outcome negatively. OBJECTIVE: To explore tumor-infiltrating immune cells as a potential predictive tool for regional lymph node (LN) metastasis. DESIGN, SETTING, AND PARTICIPANTS: We applied multiplex immunofluorescence and targeted transcriptomic analysis on 94 radical prostatectomy specimens in patients with (LN+) or without (LN–) pelvic nodal metastases. Both intraepithelial and stromal infiltrations of immune cells and differentially expressed genes (mRNA and protein levels) were correlated with the nodal status. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The identified CD4 effector cell signature of nodal metastasis was validated in a comparable independent patient cohort of 184 informative cases. Patient outcome analysis and decision curve analysis were performed with the CD4 effector cell density–based signature. RESULTS AND LIMITATIONS: In the discovery cohort, both tumor epithelium and stroma from patients with nodal metastasis had significantly lower infiltration of multiple immune cell types, with stromal CD4 effector cells highlighted as the top candidate marker. Targeted gene expression analysis and confirmatory protein analysis revealed key alteration of extracellular matrix components in tumors with nodal metastasis. Of note, stromal CD4 immune cell density was a significant independent predictor of LN metastasis (odds ratio [OR] = 0.15, p = 0.004), and was further validated as a significant predictor of nodal metastasis in the validation cohort (OR = 0.26, p < 0.001). CONCLUSIONS: Decreased T-cell infiltrates in the primary tumor (particularly CD4 effector cells) are associated with a higher risk of LN metastasis. Future evaluation of CD4-based assays on prostate cancer diagnostic biopsy materials may improve selection of at-risk patients for the treatment of LN metastasis. PATIENT SUMMARY: In this report, we found that cancer showing evidence of cancer metastasis to the lymph nodes tends to have less immune cells present within the tumor. We conclude that the extent of immune cells present within a prostate tumor can help doctors determine the most appropriate treatment plan for individual patients. |
format | Online Article Text |
id | pubmed-8317840 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-83178402021-07-29 Analysis of Prostate Cancer Tumor Microenvironment Identifies Reduced Stromal CD4 Effector T-cell Infiltration in Tumors with Pelvic Nodal Metastasis Ntala, Chara Salji, Mark Salmond, Jonathan Officer, Leah Teodosio, Ana Vieira Blomme, Arnaud McGhee, Ewan J. Powley, Ian Ahmad, Imran Kruithof-de Julio, Marianna Thalmann, George Roberts, Ed Goodyear, Carl S. Jamaspishvili, Tamara Berman, David M. Carlin, Leo M. Le Quesne, John Leung, Hing Y. Eur Urol Open Sci Prostate Cancer BACKGROUND: Pelvic nodal metastasis in prostate cancer impacts patient outcome negatively. OBJECTIVE: To explore tumor-infiltrating immune cells as a potential predictive tool for regional lymph node (LN) metastasis. DESIGN, SETTING, AND PARTICIPANTS: We applied multiplex immunofluorescence and targeted transcriptomic analysis on 94 radical prostatectomy specimens in patients with (LN+) or without (LN–) pelvic nodal metastases. Both intraepithelial and stromal infiltrations of immune cells and differentially expressed genes (mRNA and protein levels) were correlated with the nodal status. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The identified CD4 effector cell signature of nodal metastasis was validated in a comparable independent patient cohort of 184 informative cases. Patient outcome analysis and decision curve analysis were performed with the CD4 effector cell density–based signature. RESULTS AND LIMITATIONS: In the discovery cohort, both tumor epithelium and stroma from patients with nodal metastasis had significantly lower infiltration of multiple immune cell types, with stromal CD4 effector cells highlighted as the top candidate marker. Targeted gene expression analysis and confirmatory protein analysis revealed key alteration of extracellular matrix components in tumors with nodal metastasis. Of note, stromal CD4 immune cell density was a significant independent predictor of LN metastasis (odds ratio [OR] = 0.15, p = 0.004), and was further validated as a significant predictor of nodal metastasis in the validation cohort (OR = 0.26, p < 0.001). CONCLUSIONS: Decreased T-cell infiltrates in the primary tumor (particularly CD4 effector cells) are associated with a higher risk of LN metastasis. Future evaluation of CD4-based assays on prostate cancer diagnostic biopsy materials may improve selection of at-risk patients for the treatment of LN metastasis. PATIENT SUMMARY: In this report, we found that cancer showing evidence of cancer metastasis to the lymph nodes tends to have less immune cells present within the tumor. We conclude that the extent of immune cells present within a prostate tumor can help doctors determine the most appropriate treatment plan for individual patients. Elsevier 2021-05-25 /pmc/articles/PMC8317840/ /pubmed/34337530 http://dx.doi.org/10.1016/j.euros.2021.05.001 Text en © 2021 Published by Elsevier B.V. on behalf of European Association of Urology. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Prostate Cancer Ntala, Chara Salji, Mark Salmond, Jonathan Officer, Leah Teodosio, Ana Vieira Blomme, Arnaud McGhee, Ewan J. Powley, Ian Ahmad, Imran Kruithof-de Julio, Marianna Thalmann, George Roberts, Ed Goodyear, Carl S. Jamaspishvili, Tamara Berman, David M. Carlin, Leo M. Le Quesne, John Leung, Hing Y. Analysis of Prostate Cancer Tumor Microenvironment Identifies Reduced Stromal CD4 Effector T-cell Infiltration in Tumors with Pelvic Nodal Metastasis |
title | Analysis of Prostate Cancer Tumor Microenvironment Identifies Reduced Stromal CD4 Effector T-cell Infiltration in Tumors with Pelvic Nodal Metastasis |
title_full | Analysis of Prostate Cancer Tumor Microenvironment Identifies Reduced Stromal CD4 Effector T-cell Infiltration in Tumors with Pelvic Nodal Metastasis |
title_fullStr | Analysis of Prostate Cancer Tumor Microenvironment Identifies Reduced Stromal CD4 Effector T-cell Infiltration in Tumors with Pelvic Nodal Metastasis |
title_full_unstemmed | Analysis of Prostate Cancer Tumor Microenvironment Identifies Reduced Stromal CD4 Effector T-cell Infiltration in Tumors with Pelvic Nodal Metastasis |
title_short | Analysis of Prostate Cancer Tumor Microenvironment Identifies Reduced Stromal CD4 Effector T-cell Infiltration in Tumors with Pelvic Nodal Metastasis |
title_sort | analysis of prostate cancer tumor microenvironment identifies reduced stromal cd4 effector t-cell infiltration in tumors with pelvic nodal metastasis |
topic | Prostate Cancer |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8317840/ https://www.ncbi.nlm.nih.gov/pubmed/34337530 http://dx.doi.org/10.1016/j.euros.2021.05.001 |
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