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Expression of lymphoid structure-associated cytokine/chemokine gene transcripts in tumor and protein in serum are prognostic of melanoma patient outcomes
BACKGROUND: Proinflammatory chemokines/cytokines support development and maturation of tertiary lymphoid structures (TLS) within the tumor microenvironment (TME). In the current study, we sought to investigate the prognostic value of TLS-associated chemokines/cytokines (TLS-kines) expression levels...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10332263/ https://www.ncbi.nlm.nih.gov/pubmed/37435077 http://dx.doi.org/10.3389/fimmu.2023.1171978 |
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author | Karapetyan, Lilit AbuShukair, Hassan M. Li, Aofei Knight, Andrew Al Bzour, Ayah Nedal MacFawn, Ian P. Thompson, Zachary J. Chen, Ann Yang, Xi Dadey, Rebekah Karunamurthy, Arivarasan De Stefano, Danielle Vargas Sander, Cindy Kunning, Sheryl R. Najjar, Yana G. Davar, Diwakar Luke, Jason J. Gooding, William Bruno, Tullia C. Kirkwood, John M. Storkus, Walter J. |
author_facet | Karapetyan, Lilit AbuShukair, Hassan M. Li, Aofei Knight, Andrew Al Bzour, Ayah Nedal MacFawn, Ian P. Thompson, Zachary J. Chen, Ann Yang, Xi Dadey, Rebekah Karunamurthy, Arivarasan De Stefano, Danielle Vargas Sander, Cindy Kunning, Sheryl R. Najjar, Yana G. Davar, Diwakar Luke, Jason J. Gooding, William Bruno, Tullia C. Kirkwood, John M. Storkus, Walter J. |
author_sort | Karapetyan, Lilit |
collection | PubMed |
description | BACKGROUND: Proinflammatory chemokines/cytokines support development and maturation of tertiary lymphoid structures (TLS) within the tumor microenvironment (TME). In the current study, we sought to investigate the prognostic value of TLS-associated chemokines/cytokines (TLS-kines) expression levels in melanoma patients by performing serum protein and tissue transcriptomic analyses, and to then correlate these data with patients clinicopathological and TME characteristics. METHODS: Levels of TLS-kines in patients’ sera were quantitated using a custom Luminex Multiplex Assay. The Cancer Genomic Atlas melanoma cohort (TCGA-SKCM) and a Moffitt Melanoma cohort were used for tissue transcriptomic analyses. Associations between target analytes and survival outcomes, clinicopathological variables, and correlations between TLS-kines were statistically analyzed. RESULTS: Serum of 95 patients with melanoma were evaluated; 48 (50%) female, median age of 63, IQR 51-70 years. Serum levels of APRIL/TNFSF13 were positively correlated with levels of both CXCL10 and CXCL13. In multivariate analyses, high levels of serum APRIL/TNFSF13 were associated with improved event-free survival after adjusting for age and stage (HR = 0.64, 95% CI 0.43-0.95; p = 0.03). High expression of APRIL/TNFSF13 tumor transcripts was significantly associated with improved OS in TCGA-SKCM (HR = 0.69, 95% CI 0.52-0.93; p = 0.01) and in Moffitt Melanoma patients (HR = 0.51, 95% CI: 0.32-0.82; p = 0.006). Further incorporation of CXCL13 and CXCL10 tumor transcript levels in a 3-gene index revealed that high APRIL/CXCL10/CXCL13 expression was associated with improved OS in the TCGA SKCM cohort (HR = 0.42, 95% CI 0.19-0.94; p = 0.035). Melanoma differentially expressed genes positively associated with high APRIL/CXCL10/CXCL13 tumor expression were linked to tumor infiltration by a diverse array of proinflammatory immune cell types. CONCLUSION: Serum protein and tumor transcript levels of APRIL/TNFSF13 are associated with improved survival outcomes. Patients exhibiting high coordinate expression of APRIL/CXCL10/CXCL13 transcripts in their tumors displayed superior OS. Further investigation of TLS-kine expression profiles related to clinical outcomes in larger cohort studies is warranted. |
format | Online Article Text |
id | pubmed-10332263 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-103322632023-07-11 Expression of lymphoid structure-associated cytokine/chemokine gene transcripts in tumor and protein in serum are prognostic of melanoma patient outcomes Karapetyan, Lilit AbuShukair, Hassan M. Li, Aofei Knight, Andrew Al Bzour, Ayah Nedal MacFawn, Ian P. Thompson, Zachary J. Chen, Ann Yang, Xi Dadey, Rebekah Karunamurthy, Arivarasan De Stefano, Danielle Vargas Sander, Cindy Kunning, Sheryl R. Najjar, Yana G. Davar, Diwakar Luke, Jason J. Gooding, William Bruno, Tullia C. Kirkwood, John M. Storkus, Walter J. Front Immunol Immunology BACKGROUND: Proinflammatory chemokines/cytokines support development and maturation of tertiary lymphoid structures (TLS) within the tumor microenvironment (TME). In the current study, we sought to investigate the prognostic value of TLS-associated chemokines/cytokines (TLS-kines) expression levels in melanoma patients by performing serum protein and tissue transcriptomic analyses, and to then correlate these data with patients clinicopathological and TME characteristics. METHODS: Levels of TLS-kines in patients’ sera were quantitated using a custom Luminex Multiplex Assay. The Cancer Genomic Atlas melanoma cohort (TCGA-SKCM) and a Moffitt Melanoma cohort were used for tissue transcriptomic analyses. Associations between target analytes and survival outcomes, clinicopathological variables, and correlations between TLS-kines were statistically analyzed. RESULTS: Serum of 95 patients with melanoma were evaluated; 48 (50%) female, median age of 63, IQR 51-70 years. Serum levels of APRIL/TNFSF13 were positively correlated with levels of both CXCL10 and CXCL13. In multivariate analyses, high levels of serum APRIL/TNFSF13 were associated with improved event-free survival after adjusting for age and stage (HR = 0.64, 95% CI 0.43-0.95; p = 0.03). High expression of APRIL/TNFSF13 tumor transcripts was significantly associated with improved OS in TCGA-SKCM (HR = 0.69, 95% CI 0.52-0.93; p = 0.01) and in Moffitt Melanoma patients (HR = 0.51, 95% CI: 0.32-0.82; p = 0.006). Further incorporation of CXCL13 and CXCL10 tumor transcript levels in a 3-gene index revealed that high APRIL/CXCL10/CXCL13 expression was associated with improved OS in the TCGA SKCM cohort (HR = 0.42, 95% CI 0.19-0.94; p = 0.035). Melanoma differentially expressed genes positively associated with high APRIL/CXCL10/CXCL13 tumor expression were linked to tumor infiltration by a diverse array of proinflammatory immune cell types. CONCLUSION: Serum protein and tumor transcript levels of APRIL/TNFSF13 are associated with improved survival outcomes. Patients exhibiting high coordinate expression of APRIL/CXCL10/CXCL13 transcripts in their tumors displayed superior OS. Further investigation of TLS-kine expression profiles related to clinical outcomes in larger cohort studies is warranted. Frontiers Media S.A. 2023-06-22 /pmc/articles/PMC10332263/ /pubmed/37435077 http://dx.doi.org/10.3389/fimmu.2023.1171978 Text en Copyright © 2023 Karapetyan, AbuShukair, Li, Knight, Al Bzour, MacFawn, Thompson, Chen, Yang, Dadey, Karunamurthy, De Stefano, Sander, Kunning, Najjar, Davar, Luke, Gooding, Bruno, Kirkwood and Storkus https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Karapetyan, Lilit AbuShukair, Hassan M. Li, Aofei Knight, Andrew Al Bzour, Ayah Nedal MacFawn, Ian P. Thompson, Zachary J. Chen, Ann Yang, Xi Dadey, Rebekah Karunamurthy, Arivarasan De Stefano, Danielle Vargas Sander, Cindy Kunning, Sheryl R. Najjar, Yana G. Davar, Diwakar Luke, Jason J. Gooding, William Bruno, Tullia C. Kirkwood, John M. Storkus, Walter J. Expression of lymphoid structure-associated cytokine/chemokine gene transcripts in tumor and protein in serum are prognostic of melanoma patient outcomes |
title | Expression of lymphoid structure-associated cytokine/chemokine gene transcripts in tumor and protein in serum are prognostic of melanoma patient outcomes |
title_full | Expression of lymphoid structure-associated cytokine/chemokine gene transcripts in tumor and protein in serum are prognostic of melanoma patient outcomes |
title_fullStr | Expression of lymphoid structure-associated cytokine/chemokine gene transcripts in tumor and protein in serum are prognostic of melanoma patient outcomes |
title_full_unstemmed | Expression of lymphoid structure-associated cytokine/chemokine gene transcripts in tumor and protein in serum are prognostic of melanoma patient outcomes |
title_short | Expression of lymphoid structure-associated cytokine/chemokine gene transcripts in tumor and protein in serum are prognostic of melanoma patient outcomes |
title_sort | expression of lymphoid structure-associated cytokine/chemokine gene transcripts in tumor and protein in serum are prognostic of melanoma patient outcomes |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10332263/ https://www.ncbi.nlm.nih.gov/pubmed/37435077 http://dx.doi.org/10.3389/fimmu.2023.1171978 |
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