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Immune landscape, evolution, hypoxia-mediated viral mimicry pathways and therapeutic potential in molecular subtypes of pancreatic neuroendocrine tumours
OBJECTIVE: A comprehensive analysis of the immune landscape of pancreatic neuroendocrine tumours (PanNETs) was performed according to clinicopathological parameters and previously defined molecular subtypes to identify potential therapeutic vulnerabilities in this disease. DESIGN: Differential expre...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8458094/ https://www.ncbi.nlm.nih.gov/pubmed/32883872 http://dx.doi.org/10.1136/gutjnl-2020-321016 |
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author | Young, Kate Lawlor, Rita T Ragulan, Chanthirika Patil, Yatish Mafficini, Andrea Bersani, Samantha Antonello, Davide Mansfield, David Cingarlini, Sara Landoni, Luca Pea, Antonio Luchini, Claudio Piredda, Liliana Kannan, Nagarajan Nyamundanda, Gift Morganstein, Daniel Chau, Ian Wiedenmann, Bertram Milella, Michele Melcher, Alan Cunningham, David Starling, Naureen Scarpa, Aldo Sadanandam, Anguraj |
author_facet | Young, Kate Lawlor, Rita T Ragulan, Chanthirika Patil, Yatish Mafficini, Andrea Bersani, Samantha Antonello, Davide Mansfield, David Cingarlini, Sara Landoni, Luca Pea, Antonio Luchini, Claudio Piredda, Liliana Kannan, Nagarajan Nyamundanda, Gift Morganstein, Daniel Chau, Ian Wiedenmann, Bertram Milella, Michele Melcher, Alan Cunningham, David Starling, Naureen Scarpa, Aldo Sadanandam, Anguraj |
author_sort | Young, Kate |
collection | PubMed |
description | OBJECTIVE: A comprehensive analysis of the immune landscape of pancreatic neuroendocrine tumours (PanNETs) was performed according to clinicopathological parameters and previously defined molecular subtypes to identify potential therapeutic vulnerabilities in this disease. DESIGN: Differential expression analysis of 600 immune-related genes was performed on 207 PanNET samples, comprising a training cohort (n=72) and two validation cohorts (n=135) from multiple transcriptome profiling platforms. Different immune-related and subtype-related phenotypes, cell types and pathways were investigated using different in silico methods and were further validated using spatial multiplex immunofluorescence. RESULTS: The study identified an immune signature of 132 genes segregating PanNETs (n=207) according to four previously defined molecular subtypes: metastasis-like primary (MLP)-1 and MLP-2, insulinoma-like and intermediate. The MLP-1 subtype (26%–31% samples across three cohorts) was strongly associated with elevated levels of immune-related genes, poor prognosis and a cascade of tumour evolutionary events: larger hypoxic and necroptotic tumours leading to increased damage-associated molecular patterns (viral mimicry), stimulator of interferon gene pathway, T cell-inflamed genes, immune checkpoint targets, and T cell-mediated and M1 macrophage-mediated immune escape mechanisms. Multiplex spatial profiling validated significantly increased macrophages in the MLP-1 subtype. CONCLUSION: This study provides novel data on the immune microenvironment of PanNETs and identifies MLP-1 subtype as an immune-high phenotype featuring a broad and robust activation of immune-related genes. This study, with further refinement, paves the way for future precision immunotherapy studies in PanNETs to potentially select a subset of MLP-1 patients who may be more likely to respond. |
format | Online Article Text |
id | pubmed-8458094 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-84580942021-10-07 Immune landscape, evolution, hypoxia-mediated viral mimicry pathways and therapeutic potential in molecular subtypes of pancreatic neuroendocrine tumours Young, Kate Lawlor, Rita T Ragulan, Chanthirika Patil, Yatish Mafficini, Andrea Bersani, Samantha Antonello, Davide Mansfield, David Cingarlini, Sara Landoni, Luca Pea, Antonio Luchini, Claudio Piredda, Liliana Kannan, Nagarajan Nyamundanda, Gift Morganstein, Daniel Chau, Ian Wiedenmann, Bertram Milella, Michele Melcher, Alan Cunningham, David Starling, Naureen Scarpa, Aldo Sadanandam, Anguraj Gut Pancreas OBJECTIVE: A comprehensive analysis of the immune landscape of pancreatic neuroendocrine tumours (PanNETs) was performed according to clinicopathological parameters and previously defined molecular subtypes to identify potential therapeutic vulnerabilities in this disease. DESIGN: Differential expression analysis of 600 immune-related genes was performed on 207 PanNET samples, comprising a training cohort (n=72) and two validation cohorts (n=135) from multiple transcriptome profiling platforms. Different immune-related and subtype-related phenotypes, cell types and pathways were investigated using different in silico methods and were further validated using spatial multiplex immunofluorescence. RESULTS: The study identified an immune signature of 132 genes segregating PanNETs (n=207) according to four previously defined molecular subtypes: metastasis-like primary (MLP)-1 and MLP-2, insulinoma-like and intermediate. The MLP-1 subtype (26%–31% samples across three cohorts) was strongly associated with elevated levels of immune-related genes, poor prognosis and a cascade of tumour evolutionary events: larger hypoxic and necroptotic tumours leading to increased damage-associated molecular patterns (viral mimicry), stimulator of interferon gene pathway, T cell-inflamed genes, immune checkpoint targets, and T cell-mediated and M1 macrophage-mediated immune escape mechanisms. Multiplex spatial profiling validated significantly increased macrophages in the MLP-1 subtype. CONCLUSION: This study provides novel data on the immune microenvironment of PanNETs and identifies MLP-1 subtype as an immune-high phenotype featuring a broad and robust activation of immune-related genes. This study, with further refinement, paves the way for future precision immunotherapy studies in PanNETs to potentially select a subset of MLP-1 patients who may be more likely to respond. BMJ Publishing Group 2021-10 2020-09-03 /pmc/articles/PMC8458094/ /pubmed/32883872 http://dx.doi.org/10.1136/gutjnl-2020-321016 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Pancreas Young, Kate Lawlor, Rita T Ragulan, Chanthirika Patil, Yatish Mafficini, Andrea Bersani, Samantha Antonello, Davide Mansfield, David Cingarlini, Sara Landoni, Luca Pea, Antonio Luchini, Claudio Piredda, Liliana Kannan, Nagarajan Nyamundanda, Gift Morganstein, Daniel Chau, Ian Wiedenmann, Bertram Milella, Michele Melcher, Alan Cunningham, David Starling, Naureen Scarpa, Aldo Sadanandam, Anguraj Immune landscape, evolution, hypoxia-mediated viral mimicry pathways and therapeutic potential in molecular subtypes of pancreatic neuroendocrine tumours |
title | Immune landscape, evolution, hypoxia-mediated viral mimicry pathways and therapeutic potential in molecular subtypes of pancreatic neuroendocrine tumours |
title_full | Immune landscape, evolution, hypoxia-mediated viral mimicry pathways and therapeutic potential in molecular subtypes of pancreatic neuroendocrine tumours |
title_fullStr | Immune landscape, evolution, hypoxia-mediated viral mimicry pathways and therapeutic potential in molecular subtypes of pancreatic neuroendocrine tumours |
title_full_unstemmed | Immune landscape, evolution, hypoxia-mediated viral mimicry pathways and therapeutic potential in molecular subtypes of pancreatic neuroendocrine tumours |
title_short | Immune landscape, evolution, hypoxia-mediated viral mimicry pathways and therapeutic potential in molecular subtypes of pancreatic neuroendocrine tumours |
title_sort | immune landscape, evolution, hypoxia-mediated viral mimicry pathways and therapeutic potential in molecular subtypes of pancreatic neuroendocrine tumours |
topic | Pancreas |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8458094/ https://www.ncbi.nlm.nih.gov/pubmed/32883872 http://dx.doi.org/10.1136/gutjnl-2020-321016 |
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