Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
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
_version_ 1784832323713236992
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
work_keys_str_mv AT anichiniandrea landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT mollaalessandra landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT nicolinigabriella landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT perottivalentinaeleonora landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT sgambellurifrancesco landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT covrealessia landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT faziocarolina landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT lofiegomariafortunata landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT digiacomoannamaria landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT coralsandra landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT mancaantonella landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT sinimariacristina landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT pisanomarina landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT novielloteresa landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT carusofrancesca landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT brichsilvia landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT prunerigiancarlo landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT maurichiandrea landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT santinamimario landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT ceccarellimichele landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT palmierigiuseppe landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT maiomichele landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT mortariniroberta landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy
AT landscapeofimmunerelatedsignaturesinducedbytargetingofdifferentepigeneticregulatorsinmelanomaimplicationsforimmunotherapy