Cargando…
Innate immune checkpoint inhibitor resistance is associated with melanoma sub-types exhibiting invasive and de-differentiated gene expression signatures
Melanoma is a highly aggressive skin cancer, which, although highly immunogenic, frequently escapes the body’s immune defences. Immune checkpoint inhibitors (ICI), such as anti-PD1, anti-PDL1, and anti-CTLA4 antibodies lead to reactivation of immune pathways, promoting rejection of melanoma. However...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9554309/ https://www.ncbi.nlm.nih.gov/pubmed/36248850 http://dx.doi.org/10.3389/fimmu.2022.955063 |
_version_ | 1784806664919056384 |
---|---|
author | Hossain, Sultana Mehbuba Gimenez, Gregory Stockwell, Peter A. Tsai, Peter Print, Cristin G. Rys, Janusz Cybulska-Stopa, Bozena Ratajska, Magda Harazin-Lechowska, Agnieszka Almomani, Suzan Jackson, Christopher Chatterjee, Aniruddha Eccles, Michael R. |
author_facet | Hossain, Sultana Mehbuba Gimenez, Gregory Stockwell, Peter A. Tsai, Peter Print, Cristin G. Rys, Janusz Cybulska-Stopa, Bozena Ratajska, Magda Harazin-Lechowska, Agnieszka Almomani, Suzan Jackson, Christopher Chatterjee, Aniruddha Eccles, Michael R. |
author_sort | Hossain, Sultana Mehbuba |
collection | PubMed |
description | Melanoma is a highly aggressive skin cancer, which, although highly immunogenic, frequently escapes the body’s immune defences. Immune checkpoint inhibitors (ICI), such as anti-PD1, anti-PDL1, and anti-CTLA4 antibodies lead to reactivation of immune pathways, promoting rejection of melanoma. However, the benefits of ICI therapy remain limited to a relatively small proportion of patients who do not exhibit ICI resistance. Moreover, the precise mechanisms underlying innate and acquired ICI resistance remain unclear. Here, we have investigated differences in melanoma tissues in responder and non-responder patients to anti-PD1 therapy in terms of tumour and immune cell gene-associated signatures. We performed multi-omics investigations on melanoma tumour tissues, which were collected from patients before starting treatment with anti-PD1 immune checkpoint inhibitors. Patients were subsequently categorized into responders and non-responders to anti-PD1 therapy based on RECIST criteria. Multi-omics analyses included RNA-Seq and NanoString analysis. From RNA-Seq data we carried out HLA phenotyping as well as gene enrichment analysis, pathway enrichment analysis and immune cell deconvolution studies. Consistent with previous studies, our data showed that responders to anti-PD1 therapy had higher immune scores (median immune score for responders = 0.1335, median immune score for non-responders = 0.05426, p-value = 0.01, Mann-Whitney U two-tailed exact test) compared to the non-responders. Responder melanomas were more highly enriched with a combination of CD8+ T cells, dendritic cells (p-value = 0.03) and an M1 subtype of macrophages (p-value = 0.001). In addition, melanomas from responder patients exhibited a more differentiated gene expression pattern, with high proliferative- and low invasive-associated gene expression signatures, whereas tumours from non-responders exhibited high invasive- and frequently neural crest-like cell type gene expression signatures. Our findings suggest that non-responder melanomas to anti-PD1 therapy exhibit a de-differentiated gene expression signature, associated with poorer immune cell infiltration, which establishes a gene expression pattern characteristic of innate resistance to anti-PD1 therapy. Improved understanding of tumour-intrinsic gene expression patterns associated with response to anti-PD1 therapy will help to identify predictive biomarkers of ICI response and may help to identify new targets for anticancer treatment, especially with a capacity to function as adjuvants to improve ICI outcomes. |
format | Online Article Text |
id | pubmed-9554309 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95543092022-10-13 Innate immune checkpoint inhibitor resistance is associated with melanoma sub-types exhibiting invasive and de-differentiated gene expression signatures Hossain, Sultana Mehbuba Gimenez, Gregory Stockwell, Peter A. Tsai, Peter Print, Cristin G. Rys, Janusz Cybulska-Stopa, Bozena Ratajska, Magda Harazin-Lechowska, Agnieszka Almomani, Suzan Jackson, Christopher Chatterjee, Aniruddha Eccles, Michael R. Front Immunol Immunology Melanoma is a highly aggressive skin cancer, which, although highly immunogenic, frequently escapes the body’s immune defences. Immune checkpoint inhibitors (ICI), such as anti-PD1, anti-PDL1, and anti-CTLA4 antibodies lead to reactivation of immune pathways, promoting rejection of melanoma. However, the benefits of ICI therapy remain limited to a relatively small proportion of patients who do not exhibit ICI resistance. Moreover, the precise mechanisms underlying innate and acquired ICI resistance remain unclear. Here, we have investigated differences in melanoma tissues in responder and non-responder patients to anti-PD1 therapy in terms of tumour and immune cell gene-associated signatures. We performed multi-omics investigations on melanoma tumour tissues, which were collected from patients before starting treatment with anti-PD1 immune checkpoint inhibitors. Patients were subsequently categorized into responders and non-responders to anti-PD1 therapy based on RECIST criteria. Multi-omics analyses included RNA-Seq and NanoString analysis. From RNA-Seq data we carried out HLA phenotyping as well as gene enrichment analysis, pathway enrichment analysis and immune cell deconvolution studies. Consistent with previous studies, our data showed that responders to anti-PD1 therapy had higher immune scores (median immune score for responders = 0.1335, median immune score for non-responders = 0.05426, p-value = 0.01, Mann-Whitney U two-tailed exact test) compared to the non-responders. Responder melanomas were more highly enriched with a combination of CD8+ T cells, dendritic cells (p-value = 0.03) and an M1 subtype of macrophages (p-value = 0.001). In addition, melanomas from responder patients exhibited a more differentiated gene expression pattern, with high proliferative- and low invasive-associated gene expression signatures, whereas tumours from non-responders exhibited high invasive- and frequently neural crest-like cell type gene expression signatures. Our findings suggest that non-responder melanomas to anti-PD1 therapy exhibit a de-differentiated gene expression signature, associated with poorer immune cell infiltration, which establishes a gene expression pattern characteristic of innate resistance to anti-PD1 therapy. Improved understanding of tumour-intrinsic gene expression patterns associated with response to anti-PD1 therapy will help to identify predictive biomarkers of ICI response and may help to identify new targets for anticancer treatment, especially with a capacity to function as adjuvants to improve ICI outcomes. Frontiers Media S.A. 2022-09-28 /pmc/articles/PMC9554309/ /pubmed/36248850 http://dx.doi.org/10.3389/fimmu.2022.955063 Text en Copyright © 2022 Hossain, Gimenez, Stockwell, Tsai, Print, Rys, Cybulska-Stopa, Ratajska, Harazin-Lechowska, Almomani, Jackson, Chatterjee and Eccles 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 Hossain, Sultana Mehbuba Gimenez, Gregory Stockwell, Peter A. Tsai, Peter Print, Cristin G. Rys, Janusz Cybulska-Stopa, Bozena Ratajska, Magda Harazin-Lechowska, Agnieszka Almomani, Suzan Jackson, Christopher Chatterjee, Aniruddha Eccles, Michael R. Innate immune checkpoint inhibitor resistance is associated with melanoma sub-types exhibiting invasive and de-differentiated gene expression signatures |
title | Innate immune checkpoint inhibitor resistance is associated with melanoma sub-types exhibiting invasive and de-differentiated gene expression signatures |
title_full | Innate immune checkpoint inhibitor resistance is associated with melanoma sub-types exhibiting invasive and de-differentiated gene expression signatures |
title_fullStr | Innate immune checkpoint inhibitor resistance is associated with melanoma sub-types exhibiting invasive and de-differentiated gene expression signatures |
title_full_unstemmed | Innate immune checkpoint inhibitor resistance is associated with melanoma sub-types exhibiting invasive and de-differentiated gene expression signatures |
title_short | Innate immune checkpoint inhibitor resistance is associated with melanoma sub-types exhibiting invasive and de-differentiated gene expression signatures |
title_sort | innate immune checkpoint inhibitor resistance is associated with melanoma sub-types exhibiting invasive and de-differentiated gene expression signatures |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9554309/ https://www.ncbi.nlm.nih.gov/pubmed/36248850 http://dx.doi.org/10.3389/fimmu.2022.955063 |
work_keys_str_mv | AT hossainsultanamehbuba innateimmunecheckpointinhibitorresistanceisassociatedwithmelanomasubtypesexhibitinginvasiveanddedifferentiatedgeneexpressionsignatures AT gimenezgregory innateimmunecheckpointinhibitorresistanceisassociatedwithmelanomasubtypesexhibitinginvasiveanddedifferentiatedgeneexpressionsignatures AT stockwellpetera innateimmunecheckpointinhibitorresistanceisassociatedwithmelanomasubtypesexhibitinginvasiveanddedifferentiatedgeneexpressionsignatures AT tsaipeter innateimmunecheckpointinhibitorresistanceisassociatedwithmelanomasubtypesexhibitinginvasiveanddedifferentiatedgeneexpressionsignatures AT printcristing innateimmunecheckpointinhibitorresistanceisassociatedwithmelanomasubtypesexhibitinginvasiveanddedifferentiatedgeneexpressionsignatures AT rysjanusz innateimmunecheckpointinhibitorresistanceisassociatedwithmelanomasubtypesexhibitinginvasiveanddedifferentiatedgeneexpressionsignatures AT cybulskastopabozena innateimmunecheckpointinhibitorresistanceisassociatedwithmelanomasubtypesexhibitinginvasiveanddedifferentiatedgeneexpressionsignatures AT ratajskamagda innateimmunecheckpointinhibitorresistanceisassociatedwithmelanomasubtypesexhibitinginvasiveanddedifferentiatedgeneexpressionsignatures AT harazinlechowskaagnieszka innateimmunecheckpointinhibitorresistanceisassociatedwithmelanomasubtypesexhibitinginvasiveanddedifferentiatedgeneexpressionsignatures AT almomanisuzan innateimmunecheckpointinhibitorresistanceisassociatedwithmelanomasubtypesexhibitinginvasiveanddedifferentiatedgeneexpressionsignatures AT jacksonchristopher innateimmunecheckpointinhibitorresistanceisassociatedwithmelanomasubtypesexhibitinginvasiveanddedifferentiatedgeneexpressionsignatures AT chatterjeeaniruddha innateimmunecheckpointinhibitorresistanceisassociatedwithmelanomasubtypesexhibitinginvasiveanddedifferentiatedgeneexpressionsignatures AT ecclesmichaelr innateimmunecheckpointinhibitorresistanceisassociatedwithmelanomasubtypesexhibitinginvasiveanddedifferentiatedgeneexpressionsignatures |