Oncogenic states dictate the prognostic and predictive connotations of intratumoral immune response
BackgroundAn immune active cancer phenotype typified by a T helper 1 (Th-1) immune response has been associated with increased responsiveness to immunotherapy and favorable prognosis in some but not all cancer types. The reason of this differential prognostic connotation remains unknown.MethodsTo ex...
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Published in | Journal for immunotherapy of cancer Vol. 8; no. 1; p. e000617 |
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Main Authors | , , , , , , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
England
BMJ Publishing Group LTD
01.04.2020
BMJ Publishing Group |
Subjects | |
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Abstract | BackgroundAn immune active cancer phenotype typified by a T helper 1 (Th-1) immune response has been associated with increased responsiveness to immunotherapy and favorable prognosis in some but not all cancer types. The reason of this differential prognostic connotation remains unknown.MethodsTo explore the contextual prognostic value of cancer immune phenotypes, we applied a multimodal pan-cancer analysis among 31 different histologies (9282 patients), encompassing immune and oncogenic transcriptomic analysis, mutational and neoantigen load and copy number variations.ResultsWe demonstrated that the favorable prognostic connotation conferred by the presence of a Th-1 immune response was abolished in tumors displaying specific tumor-cell intrinsic attributes such as high transforming growth factor-beta (TGF-β) signaling and low proliferation capacity. This observation was independent of mutation rate. We validated this observation in the context of immune checkpoint inhibition. WNT-β catenin, barrier molecules, Notch, hedgehog, mismatch repair, telomerase activity and AMPK signaling were the pathways most coherently associated with an immune silent phenotype together with mutations of driver genes including IDH1/2, FOXA2, HDAC3, PSIP1, MAP3K1, KRAS, NRAS, EGFR, FGFR3, WNT5A and IRF7.ConclusionsThis is the first systematic study demonstrating that the prognostic and predictive role of a bona fide favorable intratumoral immune response is dependent on the disposition of specific oncogenic pathways. This information could be used to refine stratification algorithms and prioritize hierarchically relevant targets for combination therapies. |
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AbstractList | BackgroundAn immune active cancer phenotype typified by a T helper 1 (Th-1) immune response has been associated with increased responsiveness to immunotherapy and favorable prognosis in some but not all cancer types. The reason of this differential prognostic connotation remains unknown.MethodsTo explore the contextual prognostic value of cancer immune phenotypes, we applied a multimodal pan-cancer analysis among 31 different histologies (9282 patients), encompassing immune and oncogenic transcriptomic analysis, mutational and neoantigen load and copy number variations.ResultsWe demonstrated that the favorable prognostic connotation conferred by the presence of a Th-1 immune response was abolished in tumors displaying specific tumor-cell intrinsic attributes such as high transforming growth factor-beta (TGF-β) signaling and low proliferation capacity. This observation was independent of mutation rate. We validated this observation in the context of immune checkpoint inhibition. WNT-β catenin, barrier molecules, Notch, hedgehog, mismatch repair, telomerase activity and AMPK signaling were the pathways most coherently associated with an immune silent phenotype together with mutations of driver genes including IDH1/2, FOXA2, HDAC3, PSIP1, MAP3K1, KRAS, NRAS, EGFR, FGFR3, WNT5A and IRF7.ConclusionsThis is the first systematic study demonstrating that the prognostic and predictive role of a bona fide favorable intratumoral immune response is dependent on the disposition of specific oncogenic pathways. This information could be used to refine stratification algorithms and prioritize hierarchically relevant targets for combination therapies. Background An immune active cancer phenotype typified by a T helper 1 (Th-1) immune response has been associated with increased responsiveness to immunotherapy and favorable prognosis in some but not all cancer types. The reason of this differential prognostic connotation remains unknown.Methods To explore the contextual prognostic value of cancer immune phenotypes, we applied a multimodal pan-cancer analysis among 31 different histologies (9282 patients), encompassing immune and oncogenic transcriptomic analysis, mutational and neoantigen load and copy number variations.Results We demonstrated that the favorable prognostic connotation conferred by the presence of a Th-1 immune response was abolished in tumors displaying specific tumor-cell intrinsic attributes such as high transforming growth factor-beta (TGF-β) signaling and low proliferation capacity. This observation was independent of mutation rate. We validated this observation in the context of immune checkpoint inhibition. WNT-β catenin, barrier molecules, Notch, hedgehog, mismatch repair, telomerase activity and AMPK signaling were the pathways most coherently associated with an immune silent phenotype together with mutations of driver genes including IDH1/2, FOXA2, HDAC3, PSIP1, MAP3K1, KRAS, NRAS, EGFR, FGFR3, WNT5A and IRF7.Conclusions This is the first systematic study demonstrating that the prognostic and predictive role of a bona fide favorable intratumoral immune response is dependent on the disposition of specific oncogenic pathways. This information could be used to refine stratification algorithms and prioritize hierarchically relevant targets for combination therapies. An immune active cancer phenotype typified by a T helper 1 (Th-1) immune response has been associated with increased responsiveness to immunotherapy and favorable prognosis in some but not all cancer types. The reason of this differential prognostic connotation remains unknown. To explore the contextual prognostic value of cancer immune phenotypes, we applied a multimodal pan-cancer analysis among 31 different histologies (9282 patients), encompassing immune and oncogenic transcriptomic analysis, mutational and neoantigen load and copy number variations. We demonstrated that the favorable prognostic connotation conferred by the presence of a Th-1 immune response was abolished in tumors displaying specific tumor-cell intrinsic attributes such as high transforming growth factor-beta (TGF-β) signaling and low proliferation capacity. This observation was independent of mutation rate. We validated this observation in the context of immune checkpoint inhibition. WNT- catenin, barrier molecules, Notch, hedgehog, mismatch repair, telomerase activity and AMPK signaling were the pathways most coherently associated with an immune silent phenotype together with mutations of driver genes including and . This is the first systematic study demonstrating that the prognostic and predictive role of a bona fide favorable intratumoral immune response is dependent on the disposition of specific oncogenic pathways. This information could be used to refine stratification algorithms and prioritize hierarchically relevant targets for combination therapies. |
Author | Samayoa, Josue Mall, Raghvendra Miller, Lance D Chouchane, Lotfi Ballestrero, Alberto Curigliano, Giuseppe Roelands, Jessica Halliwill, Kyle Delogu, Lucia G Saad, Mohamad Rinchai, Darawan Decock, Julie Turan, Tolga Kuppen, Peter J K Bertucci, Francois Ceccarelli, Michele Hendrickx, Wouter Finetti, Pascal Bedognetti, Davide Zoppoli, Gabriele Galon, Jerome Wang, Ena Marincola, Francesco M |
AuthorAffiliation | 4 IRCCS Ospedale Policlinico San Martino , Genova , Italy 6 Qatar Computing Research Institute (QCRI) , Hamad Bin Khalifa University (HBKU) , Doha , Qatar 21 Department of Electrical Engineering and Information Technology (DIETI) , University of Naples "Federico II" , Naples , Italy 15 Laboratoire d'Oncologie Prédictive , Centre de Recherche en Cancérologie de Marseille (CRCM), Institut Paoli-Calmettes, INSERM UMR1068, CNRS UMR725, Aix-Marseille Université , Marseille , France 19 Centre de Recherche des Cordeliers , Sorbonne Université, Sorbonne Paris Cité, Université de Paris , Paris , France 8 Department of Oncology and Hemato-Oncology , University of Milano , Milano , Italy 12 Istituto di Ricerca Pediatrica , Fondazione Città della Speranza , Padua , Italy 2 Department of Surgery , Leiden University Medical Center (LUMC) , Leiden , The Netherlands 10 Cancer Research Center , Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF) , Doha , Qatar |
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Author_xml | – sequence: 1 givenname: Jessica orcidid: 0000-0003-3631-2041 surname: Roelands fullname: Roelands, Jessica email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com organization: Department of Surgery, Leiden University Medical Center (LUMC), Leiden, The Netherlands – sequence: 2 givenname: Wouter surname: Hendrickx fullname: Hendrickx, Wouter email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com organization: College of Health and Life Sciences (CHLS), Hamad Bin Khalifa University (HBKU), Doha, Qatar – sequence: 3 givenname: Gabriele surname: Zoppoli fullname: Zoppoli, Gabriele email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com organization: Department of Internal Medicine (DiMI), University of Genova, Genova, Italy – sequence: 4 givenname: Raghvendra surname: Mall fullname: Mall, Raghvendra email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com organization: Qatar Computing Research Institute (QCRI), Hamad Bin Khalifa University (HBKU), Doha, Qatar – sequence: 5 givenname: Mohamad surname: Saad fullname: Saad, Mohamad email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com organization: Qatar Computing Research Institute (QCRI), Hamad Bin Khalifa University (HBKU), Doha, Qatar – sequence: 6 givenname: Kyle surname: Halliwill fullname: Halliwill, Kyle email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com organization: Genomics Research Center (GRC), AbbVie Biotherapeutics, Redwood City, California, USA – sequence: 7 givenname: Giuseppe surname: Curigliano fullname: Curigliano, Giuseppe email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com organization: Department of Oncology and Hemato-Oncology, University of Milano, Milano, Italy – sequence: 8 givenname: Darawan surname: Rinchai fullname: Rinchai, Darawan email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com organization: Cancer Research Department, Research Branch, Sidra Medicine, Doha, Qatar – sequence: 9 givenname: Julie surname: Decock fullname: Decock, Julie email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com – sequence: 10 givenname: Lucia G surname: Delogu fullname: Delogu, Lucia G email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com organization: Istituto di Ricerca Pediatrica, Fondazione Città della Speranza, Padua, Italy – sequence: 11 givenname: Tolga orcidid: 0000-0002-3333-3851 surname: Turan fullname: Turan, Tolga email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com organization: Genomics Research Center (GRC), AbbVie Biotherapeutics, Redwood City, California, USA – sequence: 12 givenname: Josue surname: Samayoa fullname: Samayoa, Josue email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com organization: Genomics Research Center (GRC), AbbVie Biotherapeutics, Redwood City, California, USA – sequence: 13 givenname: Lotfi surname: Chouchane fullname: Chouchane, Lotfi email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com – sequence: 14 givenname: Alberto surname: Ballestrero fullname: Ballestrero, Alberto email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com organization: Department of Internal Medicine (DiMI), University of Genova, Genova, Italy – sequence: 15 givenname: Ena surname: Wang fullname: Wang, Ena email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com – sequence: 16 givenname: Pascal surname: Finetti fullname: Finetti, Pascal email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com – sequence: 17 givenname: Francois surname: Bertucci fullname: Bertucci, Francois email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com – sequence: 18 givenname: Lance D surname: Miller fullname: Miller, Lance D email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com – sequence: 19 givenname: Jerome surname: Galon fullname: Galon, Jerome email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com – sequence: 20 givenname: Francesco M surname: Marincola fullname: Marincola, Francesco M email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com – sequence: 21 givenname: Peter J K surname: Kuppen fullname: Kuppen, Peter J K email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com organization: Department of Surgery, Leiden University Medical Center (LUMC), Leiden, The Netherlands – sequence: 22 givenname: Michele surname: Ceccarelli fullname: Ceccarelli, Michele email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com organization: Istituto di Ricerche Genetiche "G. Salvatore", Biogem s.c.ar.l, , Ariano Irpino, Italy – sequence: 23 givenname: Davide surname: Bedognetti fullname: Bedognetti, Davide email: wouterhendrickx79@gmail.com, dbedognetti@sidra.org, m.ceccarelli@gmail.com organization: College of Health and Life Sciences (CHLS), Hamad Bin Khalifa University (HBKU), Doha, Qatar |
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Keywords | genome Instability gene expression profiling genetic markers immunotherapy cytotoxicity, immunologic |
Language | English |
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PublicationTitle | Journal for immunotherapy of cancer |
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Snippet | BackgroundAn immune active cancer phenotype typified by a T helper 1 (Th-1) immune response has been associated with increased responsiveness to immunotherapy... An immune active cancer phenotype typified by a T helper 1 (Th-1) immune response has been associated with increased responsiveness to immunotherapy and... BACKGROUNDAn immune active cancer phenotype typified by a T helper 1 (Th-1) immune response has been associated with increased responsiveness to immunotherapy... Background An immune active cancer phenotype typified by a T helper 1 (Th-1) immune response has been associated with increased responsiveness to immunotherapy... |
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SubjectTerms | Breast cancer Cancer Classification Clustering Data analysis Datasets Female Gene expression Gene Expression Profiling - methods Humans Immunity - immunology Immunology Immunotherapy Immunotherapy - methods Immunotherapy Biomarkers Life Sciences Male Melanoma Metastasis Mutation Neoplasms - immunology Neoplasms - mortality Oncogenes - immunology Prognosis Survival Analysis Tumors |
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Title | Oncogenic states dictate the prognostic and predictive connotations of intratumoral immune response |
URI | https://jitc.bmj.com/content/8/1/e000617.full https://www.ncbi.nlm.nih.gov/pubmed/32376723 https://www.proquest.com/docview/2552991614 https://search.proquest.com/docview/2399830183 https://amu.hal.science/hal-03623675 https://pubmed.ncbi.nlm.nih.gov/PMC7223637 https://doaj.org/article/718c2876650b4c51bc244c5ea7e0f418 |
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