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Landscape of immune-related signatures induced by targeting of different epigenetic regulators in melanoma: implications for immunotherapy
BACKGROUND: Improvement of efficacy of immune checkpoint blockade (ICB) remains a major clinical goal. Association of ICB with immunomodulatory epigenetic drugs is an option. However, epigenetic inhibitors show a heterogeneous landscape of activities. Analysis of transcriptional programs induced in...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9670381/ https://www.ncbi.nlm.nih.gov/pubmed/36397155 http://dx.doi.org/10.1186/s13046-022-02529-5 |
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author | Anichini, Andrea Molla, Alessandra Nicolini, Gabriella Perotti, Valentina Eleonora Sgambelluri, Francesco Covre, Alessia Fazio, Carolina Lofiego, Maria Fortunata Di Giacomo, Anna Maria Coral, Sandra Manca, Antonella Sini, Maria Cristina Pisano, Marina Noviello, Teresa Caruso, Francesca Brich, Silvia Pruneri, Giancarlo Maurichi, Andrea Santinami, Mario Ceccarelli, Michele Palmieri, Giuseppe Maio, Michele Mortarini, Roberta |
author_facet | Anichini, Andrea Molla, Alessandra Nicolini, Gabriella Perotti, Valentina Eleonora Sgambelluri, Francesco Covre, Alessia Fazio, Carolina Lofiego, Maria Fortunata Di Giacomo, Anna Maria Coral, Sandra Manca, Antonella Sini, Maria Cristina Pisano, Marina Noviello, Teresa Caruso, Francesca Brich, Silvia Pruneri, Giancarlo Maurichi, Andrea Santinami, Mario Ceccarelli, Michele Palmieri, Giuseppe Maio, Michele Mortarini, Roberta |
author_sort | Anichini, Andrea |
collection | PubMed |
description | BACKGROUND: Improvement of efficacy of immune checkpoint blockade (ICB) remains a major clinical goal. Association of ICB with immunomodulatory epigenetic drugs is an option. However, epigenetic inhibitors show a heterogeneous landscape of activities. Analysis of transcriptional programs induced in neoplastic cells by distinct classes of epigenetic drugs may foster identification of the most promising agents. METHODS: Melanoma cell lines, characterized for mutational and differentiation profile, were treated with inhibitors of DNA methyltransferases (guadecitabine), histone deacetylases (givinostat), BET proteins (JQ1 and OTX-015), and enhancer of zeste homolog 2 (GSK126). Modulatory effects of epigenetic drugs were evaluated at the gene and protein levels. Master molecules explaining changes in gene expression were identified by Upstream Regulator (UR) analysis. Gene set enrichment and IPA were used respectively to test modulation of guadecitabine-specific gene and UR signatures in baseline and on-treatment tumor biopsies from melanoma patients in the Phase Ib NIBIT-M4 Guadecitabine + Ipilimumab Trial. Prognostic significance of drug-specific immune-related genes was tested with Timer 2.0 in TCGA tumor datasets. RESULTS: Epigenetic drugs induced different profiles of gene expression in melanoma cell lines. Immune-related genes were frequently upregulated by guadecitabine, irrespective of the mutational and differentiation profiles of the melanoma cell lines, to a lesser extent by givinostat, but mostly downregulated by JQ1 and OTX-015. GSK126 was the least active drug. Quantitative western blot analysis confirmed drug-specific modulatory profiles. Most of the guadecitabine-specific signature genes were upregulated in on-treatment NIBIT-M4 tumor biopsies, but not in on-treatment lesions of patients treated only with ipilimumab. A guadecitabine-specific UR signature, containing activated molecules of the TLR, NF-kB, and IFN innate immunity pathways, was induced in drug-treated melanoma, mesothelioma and hepatocarcinoma cell lines and in a human melanoma xenograft model. Activation of guadecitabine-specific UR signature molecules in on-treatment tumor biopsies discriminated responding from non-responding NIBIT-M4 patients. Sixty-five % of the immune-related genes upregulated by guadecitabine were prognostically significant and conferred a reduced risk in the TCGA cutaneous melanoma dataset. CONCLUSIONS: The DNMT inhibitor guadecitabine emerged as the most promising immunomodulatory agent among those tested, supporting the rationale for usage of this class of epigenetic drugs in combinatorial immunotherapy approaches. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13046-022-02529-5. |
format | Online Article Text |
id | pubmed-9670381 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-96703812022-11-18 Landscape of immune-related signatures induced by targeting of different epigenetic regulators in melanoma: implications for immunotherapy Anichini, Andrea Molla, Alessandra Nicolini, Gabriella Perotti, Valentina Eleonora Sgambelluri, Francesco Covre, Alessia Fazio, Carolina Lofiego, Maria Fortunata Di Giacomo, Anna Maria Coral, Sandra Manca, Antonella Sini, Maria Cristina Pisano, Marina Noviello, Teresa Caruso, Francesca Brich, Silvia Pruneri, Giancarlo Maurichi, Andrea Santinami, Mario Ceccarelli, Michele Palmieri, Giuseppe Maio, Michele Mortarini, Roberta J Exp Clin Cancer Res Research BACKGROUND: Improvement of efficacy of immune checkpoint blockade (ICB) remains a major clinical goal. Association of ICB with immunomodulatory epigenetic drugs is an option. However, epigenetic inhibitors show a heterogeneous landscape of activities. Analysis of transcriptional programs induced in neoplastic cells by distinct classes of epigenetic drugs may foster identification of the most promising agents. METHODS: Melanoma cell lines, characterized for mutational and differentiation profile, were treated with inhibitors of DNA methyltransferases (guadecitabine), histone deacetylases (givinostat), BET proteins (JQ1 and OTX-015), and enhancer of zeste homolog 2 (GSK126). Modulatory effects of epigenetic drugs were evaluated at the gene and protein levels. Master molecules explaining changes in gene expression were identified by Upstream Regulator (UR) analysis. Gene set enrichment and IPA were used respectively to test modulation of guadecitabine-specific gene and UR signatures in baseline and on-treatment tumor biopsies from melanoma patients in the Phase Ib NIBIT-M4 Guadecitabine + Ipilimumab Trial. Prognostic significance of drug-specific immune-related genes was tested with Timer 2.0 in TCGA tumor datasets. RESULTS: Epigenetic drugs induced different profiles of gene expression in melanoma cell lines. Immune-related genes were frequently upregulated by guadecitabine, irrespective of the mutational and differentiation profiles of the melanoma cell lines, to a lesser extent by givinostat, but mostly downregulated by JQ1 and OTX-015. GSK126 was the least active drug. Quantitative western blot analysis confirmed drug-specific modulatory profiles. Most of the guadecitabine-specific signature genes were upregulated in on-treatment NIBIT-M4 tumor biopsies, but not in on-treatment lesions of patients treated only with ipilimumab. A guadecitabine-specific UR signature, containing activated molecules of the TLR, NF-kB, and IFN innate immunity pathways, was induced in drug-treated melanoma, mesothelioma and hepatocarcinoma cell lines and in a human melanoma xenograft model. Activation of guadecitabine-specific UR signature molecules in on-treatment tumor biopsies discriminated responding from non-responding NIBIT-M4 patients. Sixty-five % of the immune-related genes upregulated by guadecitabine were prognostically significant and conferred a reduced risk in the TCGA cutaneous melanoma dataset. CONCLUSIONS: The DNMT inhibitor guadecitabine emerged as the most promising immunomodulatory agent among those tested, supporting the rationale for usage of this class of epigenetic drugs in combinatorial immunotherapy approaches. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13046-022-02529-5. BioMed Central 2022-11-17 /pmc/articles/PMC9670381/ /pubmed/36397155 http://dx.doi.org/10.1186/s13046-022-02529-5 Text en © The Author(s) 2022 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Anichini, Andrea Molla, Alessandra Nicolini, Gabriella Perotti, Valentina Eleonora Sgambelluri, Francesco Covre, Alessia Fazio, Carolina Lofiego, Maria Fortunata Di Giacomo, Anna Maria Coral, Sandra Manca, Antonella Sini, Maria Cristina Pisano, Marina Noviello, Teresa Caruso, Francesca Brich, Silvia Pruneri, Giancarlo Maurichi, Andrea Santinami, Mario Ceccarelli, Michele Palmieri, Giuseppe Maio, Michele Mortarini, Roberta Landscape of immune-related signatures induced by targeting of different epigenetic regulators in melanoma: implications for immunotherapy |
title | Landscape of immune-related signatures induced by targeting of different epigenetic regulators in melanoma: implications for immunotherapy |
title_full | Landscape of immune-related signatures induced by targeting of different epigenetic regulators in melanoma: implications for immunotherapy |
title_fullStr | Landscape of immune-related signatures induced by targeting of different epigenetic regulators in melanoma: implications for immunotherapy |
title_full_unstemmed | Landscape of immune-related signatures induced by targeting of different epigenetic regulators in melanoma: implications for immunotherapy |
title_short | Landscape of immune-related signatures induced by targeting of different epigenetic regulators in melanoma: implications for immunotherapy |
title_sort | landscape of immune-related signatures induced by targeting of different epigenetic regulators in melanoma: implications for immunotherapy |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9670381/ https://www.ncbi.nlm.nih.gov/pubmed/36397155 http://dx.doi.org/10.1186/s13046-022-02529-5 |
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