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Battuello P, Corti G, Bartolini A, Lorenzato A, Sogari A, Russo M, Di Nicolantonio F, Bardelli A, Crisafulli G. Mutational signatures of colorectal cancers according to distinct computational workflows. Brief Bioinform 2024; 25:bbae249. [PMID: 38783705 DOI: 10.1093/bib/bbae249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 04/15/2024] [Accepted: 05/13/2024] [Indexed: 05/25/2024] Open
Abstract
Tumor mutational signatures have gained prominence in cancer research, yet the lack of standardized methods hinders reproducibility and robustness. Leveraging colorectal cancer (CRC) as a model, we explored the influence of computational parameters on mutational signature analyses across 230 CRC cell lines and 152 CRC patients. Results were validated in three independent datasets: 483 endometrial cancer patients stratified by mismatch repair (MMR) status, 35 lung cancer patients by smoking status and 12 patient-derived organoids (PDOs) annotated for colibactin exposure. Assessing various bioinformatic tools, reference datasets and input data sizes including whole genome sequencing, whole exome sequencing and a pan-cancer gene panel, we demonstrated significant variability in the results. We report that the use of distinct algorithms and references led to statistically different results, highlighting how arbitrary choices may induce variability in the mutational signature contributions. Furthermore, we found a differential contribution of mutational signatures between coding and intergenic regions and defined the minimum number of somatic variants required for reliable mutational signature assignment. To facilitate the identification of the most suitable workflows, we developed Comparative Mutational Signature analysis on Coding and Extragenic Regions (CoMSCER), a bioinformatic tool which allows researchers to easily perform comparative mutational signature analysis by coupling the results from several tools and public reference datasets and to assess mutational signature contributions in coding and non-coding genomic regions. In conclusion, our study provides a comparative framework to elucidate the impact of distinct computational workflows on mutational signatures.
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Affiliation(s)
- Paolo Battuello
- Department of Oncology, Molecular Biotechnology Center, University of Turin, Piazza Nizza 44, 10126, Turin, Italy
- Genomics of Cancer and Targeted Therapies Unit, IFOM ETS, The AIRC Institute of Molecular Oncology, Via Adamello 16, 20139, Milan, Italy
| | - Giorgio Corti
- Department of Oncology, Molecular Biotechnology Center, University of Turin, Piazza Nizza 44, 10126, Turin, Italy
- Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 - km 3.95, 10060, Candiolo, Turin, Italy
| | - Alice Bartolini
- Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 - km 3.95, 10060, Candiolo, Turin, Italy
| | - Annalisa Lorenzato
- Department of Oncology, Molecular Biotechnology Center, University of Turin, Piazza Nizza 44, 10126, Turin, Italy
| | - Alberto Sogari
- Department of Oncology, Molecular Biotechnology Center, University of Turin, Piazza Nizza 44, 10126, Turin, Italy
- Genomics of Cancer and Targeted Therapies Unit, IFOM ETS, The AIRC Institute of Molecular Oncology, Via Adamello 16, 20139, Milan, Italy
| | - Mariangela Russo
- Department of Oncology, Molecular Biotechnology Center, University of Turin, Piazza Nizza 44, 10126, Turin, Italy
- Genomics of Cancer and Targeted Therapies Unit, IFOM ETS, The AIRC Institute of Molecular Oncology, Via Adamello 16, 20139, Milan, Italy
| | - Federica Di Nicolantonio
- Department of Oncology, Molecular Biotechnology Center, University of Turin, Piazza Nizza 44, 10126, Turin, Italy
- Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 - km 3.95, 10060, Candiolo, Turin, Italy
| | - Alberto Bardelli
- Department of Oncology, Molecular Biotechnology Center, University of Turin, Piazza Nizza 44, 10126, Turin, Italy
- Genomics of Cancer and Targeted Therapies Unit, IFOM ETS, The AIRC Institute of Molecular Oncology, Via Adamello 16, 20139, Milan, Italy
| | - Giovanni Crisafulli
- Genomics of Cancer and Targeted Therapies Unit, IFOM ETS, The AIRC Institute of Molecular Oncology, Via Adamello 16, 20139, Milan, Italy
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Mariella E, Grasso G, Miotto M, Buzo K, Reilly NM, Andrei P, Vitiello PP, Crisafulli G, Arena S, Rospo G, Corti G, Lorenzato A, Cancelliere C, Barault L, Gionfriddo G, Linnebacher M, Russo M, Di Nicolantonio F, Bardelli A. Transcriptome-wide gene expression outlier analysis pinpoints therapeutic vulnerabilities in colorectal cancer. Mol Oncol 2024. [PMID: 38468448 DOI: 10.1002/1878-0261.13622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 02/20/2024] [Indexed: 03/13/2024] Open
Abstract
Multiple strategies are continuously being explored to expand the drug target repertoire in solid tumors. We devised a novel computational workflow for transcriptome-wide gene expression outlier analysis that allows the systematic identification of both overexpression and underexpression events in cancer cells. Here, it was applied to expression values obtained through RNA sequencing in 226 colorectal cancer (CRC) cell lines that were also characterized by whole-exome sequencing and microarray-based DNA methylation profiling. We found cell models displaying an abnormally high or low expression level for 3533 and 965 genes, respectively. Gene expression abnormalities that have been previously associated with clinically relevant features of CRC cell lines were confirmed. Moreover, by integrating multi-omics data, we identified both genetic and epigenetic alternations underlying outlier expression values. Importantly, our atlas of CRC gene expression outliers can guide the discovery of novel drug targets and biomarkers. As a proof of concept, we found that CRC cell lines lacking expression of the MTAP gene are sensitive to treatment with a PRMT5-MTA inhibitor (MRTX1719). Finally, other tumor types may also benefit from this approach.
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Affiliation(s)
- Elisa Mariella
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Italy
- IFOM ETS, The AIRC Institute of Molecular Oncology, Milan, Italy
| | - Gaia Grasso
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Italy
- IFOM ETS, The AIRC Institute of Molecular Oncology, Milan, Italy
| | - Martina Miotto
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Italy
- IFOM ETS, The AIRC Institute of Molecular Oncology, Milan, Italy
| | - Kristi Buzo
- Department of Oncology, University of Torino, Candiolo (TO), Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy
| | | | - Pietro Andrei
- Department of Oncology, University of Torino, Candiolo (TO), Italy
| | - Pietro Paolo Vitiello
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Italy
- IFOM ETS, The AIRC Institute of Molecular Oncology, Milan, Italy
| | | | - Sabrina Arena
- Department of Oncology, University of Torino, Candiolo (TO), Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy
| | - Giuseppe Rospo
- Department of Oncology, University of Torino, Candiolo (TO), Italy
| | - Giorgio Corti
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Italy
| | - Annalisa Lorenzato
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Italy
| | | | - Ludovic Barault
- Department of Oncology, University of Torino, Candiolo (TO), Italy
| | | | - Michael Linnebacher
- Clinic of General Surgery, Molecular Oncology and Immunotherapy, University of Rostock, Germany
| | - Mariangela Russo
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Italy
- IFOM ETS, The AIRC Institute of Molecular Oncology, Milan, Italy
| | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, Candiolo (TO), Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy
| | - Alberto Bardelli
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Italy
- IFOM ETS, The AIRC Institute of Molecular Oncology, Milan, Italy
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Sogari A, Rovera E, Grasso G, Mariella E, Reilly NM, Lamba S, Mauri G, Durinikova E, Vitiello PP, Lorenzato A, Avolio M, Piumatti E, Bonoldi E, Aquilano MC, Arena S, Sartore-Bianchi A, Siena S, Trusolino L, Donalisio M, Russo M, Di Nicolantonio F, Lembo D, Bardelli A. Tolerance to colibactin correlates with homologous recombination proficiency and resistance to irinotecan in colorectal cancer cells. Cell Rep Med 2024; 5:101376. [PMID: 38228147 PMCID: PMC10897517 DOI: 10.1016/j.xcrm.2023.101376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Revised: 11/08/2023] [Accepted: 12/15/2023] [Indexed: 01/18/2024]
Abstract
The bacterial genotoxin colibactin promotes colorectal cancer (CRC) tumorigenesis, but systematic assessment of its impact on DNA repair is lacking, and its effect on response to DNA-damaging chemotherapeutics is unknown. We find that CRC cell lines display differential response to colibactin on the basis of homologous recombination (HR) proficiency. Sensitivity to colibactin is induced by inhibition of ATM, which regulates DNA double-strand break repair, and blunted by HR reconstitution. Conversely, CRC cells chronically infected with colibactin develop a tolerant phenotype characterized by restored HR activity. Notably, sensitivity to colibactin correlates with response to irinotecan active metabolite SN38, in both cell lines and patient-derived organoids. Moreover, CRC cells that acquire colibactin tolerance develop cross-resistance to SN38, and a trend toward poorer response to irinotecan is observed in a retrospective cohort of CRCs harboring colibactin genomic island. Our results shed insight into colibactin activity and provide translational evidence on its chemoresistance-promoting role in CRC.
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Affiliation(s)
- Alberto Sogari
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy; IFOM ETS - The AIRC Institute of Molecular Oncology, 20139 Milan, Italy
| | - Emanuele Rovera
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy
| | - Gaia Grasso
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy; IFOM ETS - The AIRC Institute of Molecular Oncology, 20139 Milan, Italy
| | - Elisa Mariella
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy; IFOM ETS - The AIRC Institute of Molecular Oncology, 20139 Milan, Italy
| | | | - Simona Lamba
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy
| | - Gianluca Mauri
- IFOM ETS - The AIRC Institute of Molecular Oncology, 20139 Milan, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy; Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | | | - Pietro Paolo Vitiello
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy; IFOM ETS - The AIRC Institute of Molecular Oncology, 20139 Milan, Italy
| | - Annalisa Lorenzato
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy
| | - Marco Avolio
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy
| | - Eleonora Piumatti
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy; IFOM ETS - The AIRC Institute of Molecular Oncology, 20139 Milan, Italy
| | - Emanuela Bonoldi
- Department of Pathology, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | | | - Sabrina Arena
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; Department of Oncology, University of Torino, 10060 Candiolo, Italy
| | - Andrea Sartore-Bianchi
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy; Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy; Division of Clinical Research and Innovation, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Salvatore Siena
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy; Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Livio Trusolino
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; Department of Oncology, University of Torino, 10060 Candiolo, Italy
| | - Manuela Donalisio
- Department of Clinical and Biological Sciences, University of Torino, 10043 Orbassano, Italy
| | - Mariangela Russo
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy; IFOM ETS - The AIRC Institute of Molecular Oncology, 20139 Milan, Italy
| | - Federica Di Nicolantonio
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy; Department of Oncology, University of Torino, 10060 Candiolo, Italy
| | - David Lembo
- Department of Clinical and Biological Sciences, University of Torino, 10043 Orbassano, Italy
| | - Alberto Bardelli
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Torino, Italy; IFOM ETS - The AIRC Institute of Molecular Oncology, 20139 Milan, Italy.
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Rospo G, Chilà R, Matafora V, Basso V, Lamba S, Bartolini A, Bachi A, Di Nicolantonio F, Mondino A, Germano G, Bardelli A. Non-canonical antigens are the largest fraction of peptides presented by MHC class I in mismatch repair deficient murine colorectal cancer. Genome Med 2024; 16:15. [PMID: 38243308 PMCID: PMC10797964 DOI: 10.1186/s13073-023-01275-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 12/12/2023] [Indexed: 01/21/2024] Open
Abstract
BACKGROUND Immunotherapy based on checkpoint inhibitors is highly effective in mismatch repair deficient (MMRd) colorectal cancer (CRC). These tumors carry a high number of mutations, which are predicted to translate into a wide array of neoepitopes; however, a systematic classification of the neoantigen repertoire in MMRd CRC is lacking. Mass spectrometry peptidomics has demonstrated the existence of MHC class I associated peptides (MAPs) originating from non-coding DNA regions. Based on these premises we investigated DNA genomic regions responsible for generating MMRd-induced peptides. METHODS We exploited mouse CRC models in which the MMR gene Mlh1 was genetically inactivated. Isogenic cell lines CT26 Mlh1+/+ and Mlh1-/- were inoculated in immunocompromised and immunocompetent mice. Whole genome and RNA sequencing data were generated from samples obtained before and after injection in murine hosts. First, peptide databases were built from transcriptomes of isogenic cell lines. We then compiled a database of peptides lost after tumor cells injection in immunocompetent mice, likely due to immune editing. Liquid chromatography-tandem mass spectrometry (LC-MS/MS) and matched next-generation sequencing databases were employed to identify the DNA regions from which the immune-targeted MAPs originated. Finally, we adopted in vitro T cell assays to verify whether MAP-specific T cells were part of the in vivo immune response against Mlh1-/- cells. RESULTS Whole genome sequencing analyses revealed an unbalanced distribution of immune edited alterations across the genome in Mlh1-/- cells grown in immunocompetent mice. Specifically, untranslated (UTR) and coding regions exhibited the largest fraction of mutations leading to highly immunogenic peptides. Moreover, the integrated computational and LC-MS/MS analyses revealed that MAPs originate mainly from atypical translational events in both Mlh1+/+ and Mlh1-/- tumor cells. In addition, mutated MAPs-derived from UTRs and out-of-frame translation of coding regions-were highly enriched in Mlh1-/- cells. The MAPs trigger T-cell activation in mice primed with Mlh1-/- cells. CONCLUSIONS Our results suggest that-in comparison to MMR proficient CRC-MMRd tumors generate a significantly higher number of non-canonical mutated peptides able to elicit T cell responses. These results reveal the importance of evaluating the diversity of neoepitope repertoire in MMRd tumors.
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Affiliation(s)
- Giuseppe Rospo
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Turin, Italy
- Present address: Boehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria
| | - Rosaria Chilà
- IFOM ETS - The AIRC Institute of Molecular Oncology, 20139, Milan, Italy
| | - Vittoria Matafora
- IFOM ETS - The AIRC Institute of Molecular Oncology, 20139, Milan, Italy
| | - Veronica Basso
- Lymphocyte Activation Unit, Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute Via Olgettina, 58, 20132, Milan, Italy
| | - Simona Lamba
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Turin, Italy
| | - Alice Bartolini
- Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, TO, Italy
| | - Angela Bachi
- IFOM ETS - The AIRC Institute of Molecular Oncology, 20139, Milan, Italy
| | - Federica Di Nicolantonio
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Turin, Italy
- Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, TO, Italy
| | - Anna Mondino
- Lymphocyte Activation Unit, Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute Via Olgettina, 58, 20132, Milan, Italy
| | - Giovanni Germano
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Turin, Italy.
- IFOM ETS - The AIRC Institute of Molecular Oncology, 20139, Milan, Italy.
| | - Alberto Bardelli
- Department of Oncology, Molecular Biotechnology Center, University of Torino, Turin, Italy.
- IFOM ETS - The AIRC Institute of Molecular Oncology, 20139, Milan, Italy.
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Patelli G, Mauri G, Tosi F, Amatu A, Bencardino K, Bonazzina E, Pizzutilo EG, Villa F, Calvanese G, Agostara AG, Stabile S, Ghezzi S, Crisafulli G, Di Nicolantonio F, Marsoni S, Bardelli A, Siena S, Sartore-Bianchi A. Circulating Tumor DNA to Drive Treatment in Metastatic Colorectal Cancer. Clin Cancer Res 2023; 29:4530-4539. [PMID: 37436743 PMCID: PMC10643999 DOI: 10.1158/1078-0432.ccr-23-0079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 04/28/2023] [Accepted: 06/23/2023] [Indexed: 07/13/2023]
Abstract
In the evolving molecular treatment landscape of metastatic colorectal cancer (mCRC), the identification of druggable alterations is pivotal to achieve the best therapeutic opportunity for each patient. Because the number of actionable targets is expanding, there is the need to timely detect their presence or emergence to guide the choice of different available treatment options. Liquid biopsy, through the analysis of circulating tumor DNA (ctDNA), has proven safe and effective as a complementary method to address cancer evolution while overcoming the limitations of tissue biopsy. Even though data are accumulating regarding the potential for ctDNA-guided treatments applied to targeted agents, still major gaps in knowledge exist as for their application to different areas of the continuum of care. In this review, we recapitulate how ctDNA information could be exploited to drive different targeted treatment strategies in mCRC patients, by refining molecular selection before treatment by addressing tumor heterogeneity beyond tumor tissue biopsy; longitudinally monitoring early-tumor response and resistance mechanisms to targeted agents, potentially leading to tailored, molecular-driven, therapeutic options; guiding the molecular triage towards rechallenge strategies with anti-EGFR agents, suggesting the best time for retreatment; and providing opportunities for an "enhanced rechallenge" through additional treatments or combos aimed at overcoming acquired resistance. Besides, we discuss future perspectives concerning the potential role of ctDNA to fine-tune investigational strategies such as immuno-oncology.
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Affiliation(s)
- Giorgio Patelli
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- IFOM ETS – The AIRC Institute of Molecular Oncology, Milan, Italy
| | - Gianluca Mauri
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- IFOM ETS – The AIRC Institute of Molecular Oncology, Milan, Italy
| | - Federica Tosi
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Alessio Amatu
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Katia Bencardino
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Erica Bonazzina
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Elio Gregory Pizzutilo
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Federica Villa
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Gabriele Calvanese
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Alberto Giuseppe Agostara
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Stefano Stabile
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Silvia Ghezzi
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | | | - Federica Di Nicolantonio
- Candiolo Cancer Institute, Fondazione del Piemonte per l'Oncologia-IRCCS, Candiolo, Italy
- Department of Oncology, University of Torino, Candiolo, Italy
| | - Silvia Marsoni
- IFOM ETS – The AIRC Institute of Molecular Oncology, Milan, Italy
| | - Alberto Bardelli
- Candiolo Cancer Institute, Fondazione del Piemonte per l'Oncologia-IRCCS, Candiolo, Italy
- Department of Oncology, University of Torino, Candiolo, Italy
| | - Salvatore Siena
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Andrea Sartore-Bianchi
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- Division of Clinical Research and Innovation, Grande Ospedale Metropolitano Niguarda, Milan, Italy
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Comunanza V, Gigliotti C, Lamba S, Doronzo G, Vallariello E, Martin V, Isella C, Medico E, Bardelli A, Sangiolo D, Di Nicolantonio F, Bussolino F. Dual VEGFA/BRAF targeting boosts PD-1 blockade in melanoma through GM-CSF-mediated infiltration of M1 macrophages. Mol Oncol 2023. [PMID: 37183363 PMCID: PMC10399721 DOI: 10.1002/1878-0261.13450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 04/08/2023] [Accepted: 05/12/2023] [Indexed: 05/16/2023] Open
Abstract
The introduction of targeted therapies represented one of the most significant advances in the treatment of BRAFV600E melanoma. However, the onset of acquired resistance remains a challenge. Previously, we showed in mouse xenografts that vascular endothelial growth factor (VEGFA) removal enhanced the antitumor effect of BRAF inhibition through the recruitment of M1 macrophages. In this work, we explored the strategy of VEGFA/BRAF inhibition in immunocompetent melanoma murine models. In BRAF mutant D4M melanoma tumors, VEGFA/BRAF targeting reshaped the tumor microenvironment, largely by stimulating infiltration of M1 macrophages and CD8+ T cells, and sensitized tumors to immune checkpoint blockade (ICB). Further, we reported that the association of VEGFA/BRAF targeting with anti-PD-1 antibody (triple therapy) resulted in a durable response and enabled complete tumor eradication in 50% of the mice, establishing immunological memory. Neutralization and CRISPR-Cas-mediated editing of granulocyte-macrophage colony-stimulating factor (GM-CSF) abrogated anti-tumor response prompted by triple therapy and identified GM-CSF as the cytokine instrumental in M1-macrophage recruitment. Our data suggest that VEGFA/BRAF targeting in melanoma induces the activation of innate and adaptive immunity and prepares tumors for ICB. Our study contributes to understanding the tumor biology of BRAFV600E melanoma, and suggests VEGFA as therapeutic target.
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Affiliation(s)
- Valentina Comunanza
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo (TO), Italy
| | - Chiara Gigliotti
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo (TO), Italy
| | - Simona Lamba
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo (TO), Italy
| | - Gabriella Doronzo
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo (TO), Italy
| | - Edoardo Vallariello
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo (TO), Italy
| | - Valentina Martin
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo (TO), Italy
| | - Claudio Isella
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo (TO), Italy
| | - Enzo Medico
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo (TO), Italy
| | - Alberto Bardelli
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo (TO), Italy
- IFOM ETS, The AIRC Institute of Molecular Oncology, Milano, Italy
| | - Dario Sangiolo
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo (TO), Italy
| | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo (TO), Italy
| | - Federico Bussolino
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo (TO), Italy
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Bersani F, Picca F, Morena D, Righi L, Napoli F, Russo M, Oddo D, Rospo G, Negrino C, Castella B, Volante M, Listì A, Zambelli V, Benso F, Tabbò F, Bironzo P, Monteleone E, Poli V, Pietrantonio F, Di Nicolantonio F, Bardelli A, Ponzetto C, Novello S, Scagliotti GV, Taulli R. Exploring circular MET RNA as a potential biomarker in tumors exhibiting high MET activity. J Exp Clin Cancer Res 2023; 42:120. [PMID: 37170152 PMCID: PMC10176894 DOI: 10.1186/s13046-023-02690-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 04/27/2023] [Indexed: 05/13/2023] Open
Abstract
BACKGROUND MET-driven acquired resistance is emerging with unanticipated frequency in patients relapsing upon molecular therapy treatments. However, the determination of MET amplification remains challenging using both standard and next-generation sequencing-based methodologies. Liquid biopsy is an effective, non-invasive approach to define cancer genomic profiles, track tumor evolution over time, monitor treatment response and detect molecular resistance in advance. Circular RNAs (circRNAs), a family of RNA molecules that originate from a process of back-splicing, are attracting growing interest as potential novel biomarkers for their stability in body fluids. METHODS We identified a circRNA encoded by the MET gene (circMET) and exploited blood-derived cell-free RNA (cfRNA) and matched tumor tissues to identify, stratify and monitor advanced cancer patients molecularly characterized by high MET activity, generally associated with genomic amplification. RESULTS Using publicly available bioinformatic tools, we discovered that the MET locus transcribes several circRNA molecules, but only one candidate, circMET, was particularly abundant. Deeper molecular analysis revealed that circMET levels positively correlated with MET expression and activity, especially in MET-amplified cells. We developed a circMET-detection strategy and, in parallel, we performed standard FISH and IHC analyses in the same specimens to assess whether circMET quantification could identify patients displaying high MET activity. Longitudinal monitoring of circMET levels in the plasma of selected patients revealed the early emergence of MET amplification as a mechanism of acquired resistance to molecular therapies. CONCLUSIONS We found that measurement of circMET levels allows identification and tracking of patients characterized by high MET activity. Circulating circMET (ccMET) detection and analysis could be a simple, cost-effective, non-invasive approach to better implement patient stratification based on MET expression, as well as to dynamically monitor over time both therapy response and clonal evolution during treatment.
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Affiliation(s)
- Francesca Bersani
- Department of Oncology, University of Torino, Orbassano, Italy
- Center for Experimental Research and Medical Studies (CeRMS), AOU Città della Salute e della Scienza di Torino, Turin, Italy
| | - Francesca Picca
- Department of Oncology, University of Torino, Orbassano, Italy
- Center for Experimental Research and Medical Studies (CeRMS), AOU Città della Salute e della Scienza di Torino, Turin, Italy
| | - Deborah Morena
- Department of Oncology, University of Torino, Orbassano, Italy
- Center for Experimental Research and Medical Studies (CeRMS), AOU Città della Salute e della Scienza di Torino, Turin, Italy
| | - Luisella Righi
- Pathology Unit, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Francesca Napoli
- Pathology Unit, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Mariangela Russo
- Department of Oncology, University of Torino, Orbassano, Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Daniele Oddo
- Department of Oncology, University of Torino, Orbassano, Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Giuseppe Rospo
- Department of Oncology, University of Torino, Orbassano, Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Carola Negrino
- Department of Oncology, University of Torino, Orbassano, Italy
| | - Barbara Castella
- Center for Experimental Research and Medical Studies (CeRMS), AOU Città della Salute e della Scienza di Torino, Turin, Italy
- Laboratorio di Immunologia dei Tumori del Sangue (LITS), Centro Interdipartimentale di Ricerca in Biologia Molecolare (CIRBM), University of Torino, Turin, Italy
| | - Marco Volante
- Pathology Unit, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Angela Listì
- Pathology Unit, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Vanessa Zambelli
- Pathology Unit, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Federica Benso
- Pathology Unit, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Fabrizio Tabbò
- Thoracic Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Paolo Bironzo
- Thoracic Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Emanuele Monteleone
- Department of Molecular Biotechnology and Health Sciences, University of Torino, Turin, Italy
- Università Vita-Salute San Raffaele, Milan, Italy
| | - Valeria Poli
- Department of Molecular Biotechnology and Health Sciences, University of Torino, Turin, Italy
| | - Filippo Pietrantonio
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milano, Milan, Italy
| | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, Orbassano, Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Alberto Bardelli
- Department of Oncology, University of Torino, Orbassano, Italy
- IFOM, Istituto Fondazione di Oncologia Molecolare ETS, Milan, Italy
| | - Carola Ponzetto
- Department of Oncology, University of Torino, Orbassano, Italy
- Center for Experimental Research and Medical Studies (CeRMS), AOU Città della Salute e della Scienza di Torino, Turin, Italy
| | - Silvia Novello
- Thoracic Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Giorgio V Scagliotti
- Thoracic Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy.
| | - Riccardo Taulli
- Department of Oncology, University of Torino, Orbassano, Italy.
- Center for Experimental Research and Medical Studies (CeRMS), AOU Città della Salute e della Scienza di Torino, Turin, Italy.
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Vitiello PP, Chilà R, Rospo G, Grasso G, Crisafulli G, Bartolini A, Amodio V, Nicolantonio FD, Germano G, Bardelli A. Abstract 6402: The effects of cytotoxic chemotherapy on colorectal cancer immunogenicity. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-6402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Introduction: Immunotherapy based on PD1/PDL1 and/or CTLA4 blocking antibodies has shown efficacy in the molecular subgroup of colorectal cancers (CRCs) characterized by deficient mismatch repair (MMRd). This feature, present in only 4-5% of metastatic CRCs, causes a significant increase of tumor mutational burden (TMB) and tumor neoantigens, ultimately leading to immune rejection. On the other hand, for the majority of MMR proficient (MMRp) CRCs, cytotoxic chemotherapy ± targeted agents still constitute the mainstay of the treatment
Interestingly, even though it is known that cytotoxic agents induce mutations, their immunogenic potential is still not fully understood. The aim of this work is to systematically investigate the immunogenicity of chemotherapy-induced mutations in CRC.
Methods: We performed a two-step experiment: first, murine CRC models were exposed to chemotherapy agents in an immune-free context (priming phase) and then challenged in immune-deficient and -proficient contexts (editing phase). Chemotherapy agents included the commonly used cytotoxic drugs 5-fluorouracil (5FU), oxaliplatin, SN38 (the active metabolite of irinotecan), cisplatin, and temozolomide, used as single drugs or combinations, in a pulsatile schedule using weekly ‘cycles’ (2 days on/5 days off) in order to mimic drug exposure in clinical settings. Whole exome sequencing (WES) was performed at baseline, and after both the priming and the editing phases.
Results and discussion: WES analysis showed that cisplatin-based treatment is associated with the highest increase in TMB and predicted neoantigens when compared to 5FU-based combinations. Multiple mutational processes contribute to the accumulation of mutations upon exposure to chemotherapy, as revealed by analysis of mutational signatures. A statistically significant growth delay and increased survival was reported for tumors primed with cisplatin/temozolomide and 5FU/Oxaliplatin/SN38 (FOLFOXIRI) combinations compared to unprimed tumors in immunocompetent but not in immunodeficient mice, suggesting the active involvement of the immune system in controlling tumor growth. Sequencing data of residual (escaped) tumors at the end of the editing phase revealed a preferential loss of mutations etiologically linked to chemotherapy in the immunocompetent models, pinpointing an active immune-editing of chemotherapy-induced mutations.
Conclusions: Cisplatin/temozolomide and FOLFOXIRI treatment effectively prime murine CRC models for subsequent immune rejection. These results suggest that the anticancer effect of chemotherapy treatment may be in part mediated by the immune-editing of chemotherapy-induced mutant cancer subclones.
Citation Format: Pietro Paolo Vitiello, Rosaria Chilà, Giuseppe Rospo, Gaia Grasso, Giovanni Crisafulli, Alice Bartolini, Vito Amodio, Federica Di Nicolantonio, Giovanni Germano, Alberto Bardelli. The effects of cytotoxic chemotherapy on colorectal cancer immunogenicity. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 6402.
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Affiliation(s)
- Pietro Paolo Vitiello
- 1Università degli Studi di Torino; IFOM - AIRC Institute of Molecular Oncology ETS, Milan, Italy
| | - Rosaria Chilà
- 2IFOM - AIRC Istitute of Molecular Oncology - ETS, Milan, Italy
| | | | - Gaia Grasso
- 3Università degli Studi di Torino, Torino, Italy
| | | | | | - Vito Amodio
- 2IFOM - AIRC Istitute of Molecular Oncology - ETS, Milan, Italy
| | | | | | - Alberto Bardelli
- 1Università degli Studi di Torino; IFOM - AIRC Institute of Molecular Oncology ETS, Milan, Italy
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Sogari A, Rovera E, Reilly NM, Lamba S, Russo M, Lorenzato A, Durinikova E, Trusolino L, Arena S, Donalisio M, Nicolantonio FD, Lembo D, Bardelli A. Abstract 5900: Tolerance to colibactin correlates with response to chemotherapeutic agents in colorectal cancer. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-5900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Introduction: The bacterial genotoxin colibactin is enriched in colorectal cancer (CRC) and promotes the accumulation of mutations that drive tumorigenesis. However, systematic assessment of its impact on DNA damage response is lacking and the effect of colibactin exposure on response to other genotoxic agents (such as chemotherapy) is missing.
Materials and Methods: We implemented an in vitro bacteria-coculture system to assess the effect of colibactin on a representative subset of 40 molecularly and pharmacologically annotated CRC cell lines and in a panel of isogenic DDR KO cell lines we generated. We further validated our results in patient-derived organoids. Finally, we recapitulated prolonged exposure to colibactin occurring during tumorigenesis by chronically infecting sensitive cells until the emergence of a tolerant phenotype.}
Results: We found that different cell lines display specific sensitivity to colibactin’s genotoxic stress: while colibactin-tolerant cells are capable to quickly and efficiently repair colibactin-induced DNA damage, sensitive cells lack this ability. Moreover, we found that homologous recombination (HR) proficiency discriminates colibactin-tolerant cells, which display higher levels of RAD51 foci (as marker of activation of HR) compared to sensitive cells upon infection with colibactin. Screening of isogenic DDR KO cell lines revealed that genetic inactivation of the intertwined pathways of HR (through KO of ATM) and replication stress (RS) response (through KO of ATRIP) significantly sensitized cells to colibactin. In addition, we found that restoration of HR activity was sufficient to induce a colibactin-tolerant phenotype in initially sensitive cell lines. Notably, thanks to a previous effort of pharmacological characterization of CRC cell lines in our lab, we found a significant correlation between sensitivity to colibactin and irinotecan active metabolite SN38, but not oxaliplatin. We validated the same correlation in patient-derived organoids annotated for response to SN38. While colibactin, SN38 and oxaliplatin all induced RS in treated cells, we found that colibactin and SN38 showed a similar DNA damage response which involved activation of ATM. Finally, chronic re-infection of sensitive, HR-deficient CRC cells with colibactin selected a tolerant phenotype characterized by restoration of HR activity. Of translational relevance, colibactin-tolerant derivative cells acquired cross-resistance to SN38 and PARP inhibitor olaparib but not to oxaliplatin.
Conclusion: Our results shed novel insight into colibactin’s genotoxic mechanism and support a model in which colibactin both promotes tumorigenesis and acts as an evolutionary bottleneck which selects HR proficient CRC cells. Furthermore, our study provides preclinical evidence on colibactin’s role in promoting chemoresistance in colorectal cancer.
Citation Format: Alberto Sogari, Emanuele Rovera, Nicole Megan Reilly, Simona Lamba, Mariangela Russo, Annalisa Lorenzato, Erika Durinikova, Livio Trusolino, Sabrina Arena, Manuela Donalisio, Federica Di Nicolantonio, David Lembo, Alberto Bardelli. Tolerance to colibactin correlates with response to chemotherapeutic agents in colorectal cancer. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 5900.
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Affiliation(s)
- Alberto Sogari
- 1University of Torino - Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
| | - Emanuele Rovera
- 1University of Torino - Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
| | - Nicole Megan Reilly
- 1University of Torino - Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
| | - Simona Lamba
- 2Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
| | - Mariangela Russo
- 1University of Torino - Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
| | - Annalisa Lorenzato
- 1University of Torino - Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
| | | | - Livio Trusolino
- 1University of Torino - Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
| | - Sabrina Arena
- 1University of Torino - Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
| | | | | | | | - Alberto Bardelli
- 4University of Torino; IFOM - Istituto Fondazione di Oncologia Molecolare, ETS, Candiolo, Italy
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Nicolazzo C, Magri V, Marino L, Belardinilli F, Di Nicolantonio F, De Renzi G, Caponnetto S, De Meo M, Giannini G, Santini D, Cortesi E, Gazzaniga P. Genomic landscape and survival analysis of ctDNA “neo-RAS wild-type” patients with originally RAS mutant metastatic colorectal cancer. Front Oncol 2023; 13:1160673. [PMID: 37064137 PMCID: PMC10093715 DOI: 10.3389/fonc.2023.1160673] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 03/17/2023] [Indexed: 03/31/2023] Open
Abstract
BackgroundThe term “neo-RAS wild-type” refers to the switch to RAS wild-type disease in plasma circulating tumor DNA (ctDNA) from originally RAS mutant colorectal cancers. Consistently, the hypothesis to re-determine RAS mutational status in ctDNA at disease progression in RAS mutant mCRC opened to a new perspective for clinically-based selection of patients to be treated with EGFR inhibitors. Currently, the genomic landscape of “neo-RAS wild-type” is unknown. This is a prospective study aimed to investigate clinical and genomic features associated with RAS mutation clearance in a large cohort of RAS mutant mCRC patients who converted to RAS wild- type in liquid biopsy at failure of first-line treatments. Secondary aim was to investigate the long term prognostic significance of “true neo-RAS wild- type”.Patients and methods70 patients with stage IV RAS mutant colorectal cancer were prospectively enrolled. Plasma samples were collected at progression from first-line treatment. RAS/BRAF mutations in plasma were assessed by RT-PCR. In RAS/BRAF wild-type samples, ctDNA was used to generate libraries using a 17 genes panel whose alteration has clinical relevance. To investigate the prognostic significance of RAS mutation clearance, test curves for PFS and OS were represented by Kaplan-Meier estimator plot and Log-rank test.ResultsThe most commonly detected actionable mutations in “neo-RAS wild-type” were: PIK3CA (35.7%); RET (11.9%); IDH1 (9.5%); KIT (7%); EGFR (7%); MET (4.7%); ERBB2 (4.7%); FGFR3 (4.7%). Both OS and post-progression survival were longer in patients with “neo-RAS wild-type” compared to those who remained RAS mutant (p<0.001 for both).ConclusionsDe-novo-targetable mutations occured in a large percentage of “neo-RAS wild-type”, being PIK3CA the most commonly detected. RAS mutation clearance in ctDNA is associated with long- term improvement of overall survival.
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Affiliation(s)
- Chiara Nicolazzo
- Lab. Liquid Biopsy, Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Valentina Magri
- Department of Radiology, Oncology and Pathology, Sapienza University, Rome, Italy
| | - Luca Marino
- Department of Mechanical and Aerospace Engineering, Sapienza University of Rome, Rome, Italy
| | - Francesca Belardinilli
- Lab. Liquid Biopsy, Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | | | - Gianluigi De Renzi
- Lab. Liquid Biopsy, Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Salvatore Caponnetto
- Department of Radiology, Oncology and Pathology, Sapienza University, Rome, Italy
| | - Michela De Meo
- Lab. Liquid Biopsy, Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Giuseppe Giannini
- Lab. Liquid Biopsy, Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Daniele Santini
- Department of Radiology, Oncology and Pathology, Sapienza University, Rome, Italy
| | - Enrico Cortesi
- Department of Radiology, Oncology and Pathology, Sapienza University, Rome, Italy
| | - Paola Gazzaniga
- Lab. Liquid Biopsy, Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
- *Correspondence: Paola Gazzaniga,
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11
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Amodio V, Lamba S, Chilà R, Cattaneo CM, Mussolin B, Corti G, Rospo G, Berrino E, Tripodo C, Pisati F, Bartolini A, Aquilano MC, Marsoni S, Mauri G, Marchiò C, Abrignani S, Di Nicolantonio F, Germano G, Bardelli A. Genetic and pharmacological modulation of DNA mismatch repair heterogeneous tumors promotes immune surveillance. Cancer Cell 2023; 41:196-209.e5. [PMID: 36584674 PMCID: PMC9833846 DOI: 10.1016/j.ccell.2022.12.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Revised: 03/23/2022] [Accepted: 12/06/2022] [Indexed: 12/31/2022]
Abstract
Patients affected by colorectal cancer (CRC) with DNA mismatch repair deficiency (MMRd), often respond to immune checkpoint blockade therapies, while those with mismatch repair-proficient (MMRp) tumors generally do not. Interestingly, a subset of MMRp CRCs contains variable fractions of MMRd cells, but it is unknown how their presence impacts immune surveillance. We asked whether modulation of the MMRd fraction in MMR heterogeneous tumors acts as an endogenous cancer vaccine by promoting immune surveillance. To test this hypothesis, we use isogenic MMRp (Mlh1+/+) and MMRd (Mlh1-/-) mouse CRC cells. MMRp/MMRd cells mixed at different ratios are injected in immunocompetent mice and tumor rejection is observed when at least 50% of cells are MMRd. To enrich the MMRd fraction, MMRp/MMRd tumors are treated with 6-thioguanine, which leads to tumor rejection. These results suggest that genetic and pharmacological modulation of the DNA mismatch repair machinery potentiate the immunogenicity of MMR heterogeneous tumors.
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Affiliation(s)
- Vito Amodio
- Department of Oncology, University of Torino, 10060 Candiolo, TO, Italy; Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo, TO, Italy
| | - Simona Lamba
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo, TO, Italy
| | - Rosaria Chilà
- Department of Oncology, University of Torino, 10060 Candiolo, TO, Italy; IFOM ETS - The AIRC Institute of Molecular Oncology, 20139 Milan, Italy
| | - Chiara M Cattaneo
- IFOM ETS - The AIRC Institute of Molecular Oncology, 20139 Milan, Italy
| | | | - Giorgio Corti
- Department of Oncology, University of Torino, 10060 Candiolo, TO, Italy; Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo, TO, Italy
| | - Giuseppe Rospo
- Department of Oncology, University of Torino, 10060 Candiolo, TO, Italy; Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo, TO, Italy
| | - Enrico Berrino
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo, TO, Italy; Department of Medical Sciences, University of Torino, Torino, Italy
| | - Claudio Tripodo
- IFOM ETS - The AIRC Institute of Molecular Oncology, 20139 Milan, Italy; Tumor Immunology Unit, Department of Health Sciences, University of Palermo, 90127 Palermo, Italy
| | - Federica Pisati
- Histopathology Unit, Cogentech S.C.a.R.L., 20139, Milan, Italy
| | - Alice Bartolini
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo, TO, Italy
| | - Maria Costanza Aquilano
- Department of Hematology, Oncology, and Molecular Medicine, ASST Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy
| | - Silvia Marsoni
- IFOM ETS - The AIRC Institute of Molecular Oncology, 20139 Milan, Italy
| | - Gianluca Mauri
- IFOM ETS - The AIRC Institute of Molecular Oncology, 20139 Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, 20162 Milan, Italy
| | - Caterina Marchiò
- Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo, TO, Italy; Department of Medical Sciences, University of Torino, Torino, Italy
| | - Sergio Abrignani
- Istituto Nazionale Genetica Molecolare INGM 'Romeo ed Enrica Invernizzi', 20122 Milan, Italy; Department of Clinical Sciences and Community Health, University of Milan, 20122 Milan, Italy
| | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, 10060 Candiolo, TO, Italy; Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo, TO, Italy
| | - Giovanni Germano
- Department of Oncology, University of Torino, 10060 Candiolo, TO, Italy; Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo, TO, Italy.
| | - Alberto Bardelli
- Department of Oncology, University of Torino, 10060 Candiolo, TO, Italy; Candiolo Cancer Institute, FPO - IRCCS, 10060 Candiolo, TO, Italy.
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12
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Lawler M, Davies L, Oberst S, Oliver K, Eggermont A, Schmutz A, La Vecchia C, Allemani C, Lievens Y, Naredi P, Cufer T, Aggarwal A, Aapro M, Apostolidis K, Baird AM, Cardoso F, Charalambous A, Coleman MP, Costa A, Crul M, Dégi CL, Di Nicolantonio F, Erdem S, Geanta M, Geissler J, Jassem J, Jagielska B, Jonsson B, Kelly D, Kelm O, Kolarova T, Kutluk T, Lewison G, Meunier F, Pelouchova J, Philip T, Price R, Rau B, Rubio IT, Selby P, Južnič Sotlar M, Spurrier-Bernard G, van Hoeve JC, Vrdoljak E, Westerhuis W, Wojciechowska U, Sullivan R. European Groundshot-addressing Europe's cancer research challenges: a Lancet Oncology Commission. Lancet Oncol 2023; 24:e11-e56. [PMID: 36400101 DOI: 10.1016/s1470-2045(22)00540-x] [Citation(s) in RCA: 30] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 08/16/2022] [Accepted: 08/17/2022] [Indexed: 11/17/2022]
Abstract
Cancer research is a crucial pillar for countries to deliver more affordable, higher quality, and more equitable cancer care. Patients treated in research-active hospitals have better outcomes than patients who are not treated in these settings. However, cancer in Europe is at a crossroads. Cancer was already a leading cause of premature death before the COVID-19 pandemic, and the disastrous effects of the pandemic on early diagnosis and treatment will probably set back cancer outcomes in Europe by almost a decade. Recognising the pivotal importance of research not just to mitigate the pandemic today, but to build better European cancer services and systems for patients tomorrow, the Lancet Oncology European Groundshot Commission on cancer research brings together a wide range of experts, together with detailed new data on cancer research activity across Europe during the past 12 years. We have deployed this knowledge to help inform Europe's Beating Cancer Plan and the EU Cancer Mission, and to set out an evidence-driven, patient-centred cancer research roadmap for Europe. The high-resolution cancer research data we have generated show current activities, captured through different metrics, including by region, disease burden, research domain, and effect on outcomes. We have also included granular data on research collaboration, gender of researchers, and research funding. The inclusion of granular data has facilitated the identification of areas that are perhaps overemphasised in current cancer research in Europe, while also highlighting domains that are underserved. Our detailed data emphasise the need for more information-driven and data-driven cancer research strategies and planning going forward. A particular focus must be on central and eastern Europe, because our findings emphasise the widening gap in cancer research activity, and capacity and outcomes, compared with the rest of Europe. Citizens and patients, no matter where they are, must benefit from advances in cancer research. This Commission also highlights that the narrow focus on discovery science and biopharmaceutical research in Europe needs to be widened to include such areas as prevention and early diagnosis; treatment modalities such as radiotherapy and surgery; and a larger concentration on developing a research and innovation strategy for the 20 million Europeans living beyond a cancer diagnosis. Our data highlight the important role of comprehensive cancer centres in driving the European cancer research agenda. Crucial to a functioning cancer research strategy and its translation into patient benefit is the need for a greater emphasis on health policy and systems research, including implementation science, so that the innovative technological outputs from cancer research have a clear pathway to delivery. This European cancer research Commission has identified 12 key recommendations within a call to action to reimagine cancer research and its implementation in Europe. We hope this call to action will help to achieve our ambitious 70:35 target: 70% average 10-year survival for all European cancer patients by 2035.
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Affiliation(s)
- Mark Lawler
- Patrick G Johnston Centre for Cancer Research, Faculty of Medicine, Health and Life Sciences, Queen's University Belfast, Belfast, UK.
| | - Lynne Davies
- International Cancer Research Partnership, International House, Cardiff, UK
| | - Simon Oberst
- Organisation of European Cancer Institutes, Brussels, Belgium
| | - Kathy Oliver
- International Brain Tumour Alliance, Tadworth, UK; European Cancer Organisation Patient Advisory Committee, Brussels, Belgium
| | - Alexander Eggermont
- Faculty of Medicine, Utrecht University Medical Center, Utrecht, Netherlands; Princess Máxima Centrum, Utrecht, Netherlands
| | - Anna Schmutz
- International Agency for Cancer Research, Lyon, France
| | - Carlo La Vecchia
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | - Claudia Allemani
- Cancer Survival Group, London School of Hygiene & Tropical Medicine, London, UK
| | - Yolande Lievens
- Department of Radiation Oncology, Ghent University and Ghent University Hospital, Ghent, Belgium
| | - Peter Naredi
- Department of Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg and Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Tanja Cufer
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Ajay Aggarwal
- Department of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, London, UK; Institute of Cancer Policy, King's College London, London, UK; Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Matti Aapro
- Genolier Cancer Center, Genolier, Switzerland
| | - Kathi Apostolidis
- Hellenic Cancer Federation, Athens, Greece; European Cancer Patient Coalition, Brussels, Belgium
| | - Anne-Marie Baird
- Lung Cancer Europe, Bern, Switzerland; Trinity Translational Medicine Institute, Trinity College Dublin, Dublin, Ireland
| | - Fatima Cardoso
- Champalimaud Clinical Center/Champalimaud Foundation, Lisbon, Portugal
| | - Andreas Charalambous
- European Cancer Organisation Brussels, Brussels, Belgium; Department of Nursing, Cyprus University of Technology, Limassol, Cyprus; Department of Oncology, University of Turku, Turku, Finland
| | - Michel P Coleman
- Cancer Survival Group, London School of Hygiene & Tropical Medicine, London, UK
| | | | | | - Csaba L Dégi
- Faculty of Sociology and Social Work, Babeș-Bolyai University, Cluj-Napoca, Romania
| | - Federica Di Nicolantonio
- Department of Oncology, University of Turin, Turin, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Sema Erdem
- European Cancer Organisation Patient Advisory Committee, Europa Donna, Istanbul, Türkiye
| | - Marius Geanta
- Centre for Innovation in Medicine and Kol Medical Media, Bucharest, Romania
| | - Jan Geissler
- Patvocates and CML Advocates Network, Leukaemie-Online (LeukaNET), Munich, Germany
| | | | - Beata Jagielska
- Maria Skłodowska-Curie National Research Institute of Oncology, Warsaw, Poland
| | | | - Daniel Kelly
- School of Healthcare Sciences, Cardiff University, Cardiff, UK
| | - Olaf Kelm
- International Agency for Research on Cancer, Lyon, France
| | | | - Tezer Kutluk
- Faculty of Medicine & Cancer Institute, Hacettepe University, Ankara, Türkiye
| | - Grant Lewison
- Institute of Cancer Policy, School of Cancer Sciences, Kings College London, London, UK
| | | | | | - Thierry Philip
- Organisation of European Cancer Institutes, Brussels, Belgium; Institut Curie, Paris, France
| | - Richard Price
- European Cancer Organisation Brussels, Brussels, Belgium
| | - Beate Rau
- Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
| | | | - Peter Selby
- School of Medicine, University of Leeds, Leeds, UK
| | | | | | - Jolanda C van Hoeve
- Organisation of European Cancer Institutes, Brussels, Belgium; Netherlands Comprehensive Cancer Organisation, Utrecht, Netherlands
| | - Eduard Vrdoljak
- Department of Oncology, University Hospital Center Split, School of Medicine, University of Split, Split, Croatia
| | - Willien Westerhuis
- Organisation of European Cancer Institutes, Brussels, Belgium; Netherlands Comprehensive Cancer Organisation, Utrecht, Netherlands
| | | | - Richard Sullivan
- Institute of Cancer Policy, School of Cancer Sciences, Kings College London, London, UK
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13
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Pergolizzi M, Bizzozero L, Maione F, Maldi E, Isella C, Macagno M, Mariella E, Bardelli A, Medico E, Marchiò C, Serini G, Di Nicolantonio F, Bussolino F, Arese M. The neuronal protein Neuroligin 1 promotes colorectal cancer progression by modulating the APC/β-catenin pathway. J Exp Clin Cancer Res 2022; 41:266. [PMID: 36056393 PMCID: PMC9438340 DOI: 10.1186/s13046-022-02465-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 08/11/2022] [Indexed: 12/12/2022] Open
Abstract
Background Colorectal cancer (CRC) remains largely incurable when diagnosed at the metastatic stage. Despite some advances in precision medicine for this disease in recent years, new molecular targets, as well as prognostic/predictive markers, are highly needed. Neuroligin 1 (NLGN1) is a transmembrane protein that interacts at the synapse with the tumor suppressor adenomatous polyposis Coli (APC), which is heavily involved in the pathogenesis of CRC and is a key player in the WNT/β-catenin pathway. Methods After performing expression studies of NLGN1 on human CRC samples, in this paper we used in vitro and in vivo approaches to study CRC cells extravasation and metastasis formation capabilities. At the molecular level, the functional link between APC and NLGN1 in the cancer context was studied. Results Here we show that NLGN1 is expressed in human colorectal tumors, including clusters of aggressive migrating (budding) single tumor cells and vascular emboli. We found that NLGN1 promotes CRC cells crossing of an endothelial monolayer (i.e. Trans-Endothelial Migration or TEM) in vitro, as well as cell extravasation/lung invasion and differential organ metastatization in two mouse models. Mechanistically, NLGN1 promotes APC localization to the cell membrane and co-immunoprecipitates with some isoforms of this protein stimulates β-catenin translocation to the nucleus, upregulates mesenchymal markers and WNT target genes and induces an “EMT phenotype” in CRC cell lines Conclusions In conclusion, we have uncovered a novel modulator of CRC aggressiveness which impacts on a critical pathogenetic pathway of this disease, and may represent a novel therapeutic target, with the added benefit of carrying over substantial knowledge from the neurobiology field. Supplementary Information The online version contains supplementary material available at 10.1186/s13046-022-02465-4.
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14
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Durinikova E, Reilly NM, Buzo K, Mariella E, Chilà R, Lorenzato A, Dias JML, Grasso G, Pisati F, Lamba S, Corti G, Degasperi A, Cancelliere C, Mauri G, Andrei P, Linnebacher M, Marsoni S, Siena S, Sartore-Bianchi A, Nik-Zainal S, Di Nicolantonio F, Bardelli A, Arena S. Targeting the DNA Damage Response Pathways and Replication Stress in Colorectal Cancer. Clin Cancer Res 2022; 28:3874-3889. [PMID: 35881546 PMCID: PMC9433963 DOI: 10.1158/1078-0432.ccr-22-0875] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 05/05/2022] [Accepted: 07/01/2022] [Indexed: 12/04/2022]
Abstract
PURPOSE Genomic instability is a hallmark of cancer and targeting DNA damage response (DDR) is emerging as a promising therapeutic strategy in different solid tumors. The effectiveness of targeting DDR in colorectal cancer has not been extensively explored. EXPERIMENTAL DESIGN We challenged 112 cell models recapitulating the genomic landscape of metastatic colorectal cancer with ATM, ATR, CHK1, WEE1, and DNA-PK inhibitors, in parallel with chemotherapeutic agents. We focused then on ATR inhibitors (ATRi) and, to identify putative biomarkers of response and resistance, we analyzed at multiple levels colorectal cancer models highly sensitive or resistant to these drugs. RESULTS We found that around 30% of colorectal cancers, including those carrying KRAS and BRAF mutations and unresponsive to targeted agents, are sensitive to at least one DDR inhibitor. By investigating potential biomarkers of response to ATRi, we found that ATRi-sensitive cells displayed reduced phospho-RPA32 foci at basal level, while ATRi-resistant cells showed increased RAD51 foci formation in response to replication stress. Lack of ATM and RAD51C expression was associated with ATRi sensitivity. Analysis of mutational signatures and HRDetect score identified a subgroup of ATRi-sensitive models. Organoids derived from patients with metastatic colorectal cancer recapitulated findings obtained in cell lines. CONCLUSIONS In conclusion, a subset of colorectal cancers refractory to current therapies could benefit from inhibitors of DDR pathways and replication stress. A composite biomarker involving phospho-RPA32 and RAD51 foci, lack of ATM and RAD51C expression, as well as analysis of mutational signatures could be used to identify colorectal cancers likely to respond to ATRi.
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Affiliation(s)
| | - Nicole M. Reilly
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Italy
| | - Kristi Buzo
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Italy
| | - Elisa Mariella
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Italy
| | - Rosaria Chilà
- Department of Oncology, University of Torino, Candiolo, Italy
- IFOM ETS - The AIRC Institute of Molecular Oncology, Milan, Italy
| | - Annalisa Lorenzato
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Italy
| | - João M. L. Dias
- Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
- Early Cancer Institute, University of Cambridge, Cambridge, United Kingdom
| | - Gaia Grasso
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Italy
| | | | - Simona Lamba
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | - Giorgio Corti
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Italy
| | - Andrea Degasperi
- Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
- Early Cancer Institute, University of Cambridge, Cambridge, United Kingdom
| | | | - Gianluca Mauri
- IFOM ETS - The AIRC Institute of Molecular Oncology, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Pietro Andrei
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Italy
| | - Michael Linnebacher
- Clinic of General Surgery, Molecular Oncology and Immunotherapy, University of Rostock, Rostock, Germany
| | - Silvia Marsoni
- IFOM ETS - The AIRC Institute of Molecular Oncology, Milan, Italy
| | - Salvatore Siena
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Andrea Sartore-Bianchi
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Serena Nik-Zainal
- Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
- Early Cancer Institute, University of Cambridge, Cambridge, United Kingdom
| | - Federica Di Nicolantonio
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Italy
| | - Alberto Bardelli
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Italy
| | - Sabrina Arena
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Italy
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15
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Crisafulli G, Sartore-Bianchi A, Lazzari L, Pietrantonio F, Amatu A, Macagno M, Barault L, Cassingena A, Bartolini A, Luraghi P, Mauri G, Battuello P, Personeni N, Zampino MG, Pessei V, Vitiello PP, Tosi F, Idotta L, Morano F, Valtorta E, Bonoldi E, Germano G, Di Nicolantonio F, Marsoni S, Siena S, Bardelli A. Temozolomide Treatment Alters Mismatch Repair and Boosts Mutational Burden in Tumor and Blood of Colorectal Cancer Patients. Cancer Discov 2022; 12:1656-1675. [PMID: 35522273 PMCID: PMC9394384 DOI: 10.1158/2159-8290.cd-21-1434] [Citation(s) in RCA: 41] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 04/16/2022] [Accepted: 05/04/2022] [Indexed: 01/07/2023]
Abstract
The majority of metastatic colorectal cancers (mCRC) are mismatch repair (MMR) proficient and unresponsive to immunotherapy, whereas MMR-deficient (MMRd) tumors often respond to immune-checkpoint blockade. We previously reported that the treatment of colorectal cancer preclinical models with temozolomide (TMZ) leads to MMR deficiency, increased tumor mutational burden (TMB), and sensitization to immunotherapy. To clinically translate these findings, we designed the ARETHUSA clinical trial whereby O6-methylguanine-DNA-methyltransferase (MGMT)-deficient, MMR-proficient, RAS-mutant mCRC patients received priming therapy with TMZ. Analysis of tissue biopsies and circulating tumor DNA (ctDNA) revealed the emergence of a distinct mutational signature and increased TMB after TMZ treatment. Multiple alterations in the nucleotide context favored by the TMZ signature emerged in MMR genes, and the p.T1219I MSH6 variant was detected in ctDNA and tissue of 94% (16/17) of the cases. A subset of patients whose tumors displayed the MSH6 mutation, the TMZ mutational signature, and increased TMB achieved disease stabilization upon pembrolizumab treatment. SIGNIFICANCE MMR-proficient mCRCs are unresponsive to immunotherapy. We provide the proof of concept that inactivation of MMR genes can be achieved pharmacologically with TMZ and molecularly monitored in the tissue and blood of patients with mCRC. This strategy deserves additional evaluation in mCRC patients whose tumors are no longer responsive to standard-of-care treatments. See related commentary by Willis and Overman, p. 1612. This article is highlighted in the In This Issue feature, p. 1599.
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Affiliation(s)
- Giovanni Crisafulli
- Department of Oncology, University of Torino, Candiolo, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Italy
| | - Andrea Sartore-Bianchi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - Luca Lazzari
- The FIRC Institute of Molecular Oncology, Milan, Italy
| | - Filippo Pietrantonio
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alessio Amatu
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Marco Macagno
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Italy
| | - Ludovic Barault
- Department of Oncology, University of Torino, Candiolo, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Italy
| | - Andrea Cassingena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | | | - Paolo Luraghi
- The FIRC Institute of Molecular Oncology, Milan, Italy
| | - Gianluca Mauri
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy.,The FIRC Institute of Molecular Oncology, Milan, Italy
| | - Paolo Battuello
- Department of Oncology, University of Torino, Candiolo, Italy
| | - Nicola Personeni
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy.,Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Maria Giulia Zampino
- Division of Gastrointestinal Medical Oncology and Neuroendocrine Tumors, European Institute of Oncology, IRCCS, Milan, Italy
| | | | - Pietro Paolo Vitiello
- Department of Oncology, University of Torino, Candiolo, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Italy
| | - Federica Tosi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Laura Idotta
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Federica Morano
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Emanuele Valtorta
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Emanuela Bonoldi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Giovanni Germano
- Department of Oncology, University of Torino, Candiolo, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Italy
| | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, Candiolo, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Italy
| | | | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - Alberto Bardelli
- Department of Oncology, University of Torino, Candiolo, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Italy.,Corresponding Author: Alberto Bardelli, University of Turin, Department of Oncology, Candiolo Cancer Institute, FPO - IRCCS, Str.Prov.le 142, km 3.95, 10060, Candiolo, Torino, Italy. Phone/Fax: 39-011-993-3235; E-mail:
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16
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Amodio V, Germano G, Mussolin B, Lamba S, Chilà R, Rospo G, Marchiò C, Marsoni S, Mauri G, Di Nicolantonio F, Bardelli A. Abstract 1593: Genetic and pharmacological modulation of DNA mismatch repair promotes immune surveillance in murine colorectal cancer. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-1593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Patients affected by colorectal cancer (CRC) with microsatellite instability (MSI), which is caused by DNA mismatch repair deficiency (MMRd), are eligible for therapies based on immune checkpoint inhibitors (CPI), while microsatellite stable (MSS) tumors are not. However, a subset of MSS CRCs contains variable fractions of MMRd cells. How the presence of MMRd cells in tumors classified as MSS impacts cancer immune surveillance is largely unknown. It is also unclear whether the pharmacological modulation of MMRd cells percentage in MMR heterogeneous tumor can occur and if this might result in the improvement of tumor immune control.To shed light on these aspects we studied isogenic mismatch repair proficient and deficient mouse tumor cells, generated by genetic inactivation of MLH1, a key component of the MMR machinery. We mixed MLH1+/+and MLH1-/-cells at different ratios, injecting the resulting heterogeneous populations in mice. In the presence of a competent immune system, the tumorigenic potential and immune surveillance of MSS/MSI (MLH1+/+/MLH1-/-) heterogeneous tumors was dependent upon the MMRd fraction. Tumor rejection was observed when at least 50% of the cells were MMRd, but tumor growth delay was also evident when as low as 20% of MMRd cells were present in the mixed population and this was paralleled by immune infiltration of the tumor. Molecular profiles of samples from MSS/MSI heterogeneous tumors that evaded immune control, showed enrichment of the MSS fraction. Treatment of MSS/MSI mixed populations with the antimetabolite 6-Thioguanine (6TG) greatly enriched the MMRd fraction and improved immune response. Overall, these results suggest that genetic and/or pharmacological modulation of the DNA mismatch repair machinery can foster immune surveillance of MMR heterogeneous tumors and modulate the cancer immune environment.
Citation Format: Vito Amodio, Giovanni Germano, Benedetta Mussolin, Simona Lamba, Rosaria Chilà, Giuseppe Rospo, Caterina Marchiò, Silvia Marsoni, Gianluca Mauri, Federica Di Nicolantonio, Alberto Bardelli. Genetic and pharmacological modulation of DNA mismatch repair promotes immune surveillance in murine colorectal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 1593.
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Affiliation(s)
- Vito Amodio
- 1University of Torino and Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
| | - Giovanni Germano
- 1University of Torino and Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
| | | | - Simona Lamba
- 2Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
| | - Rosaria Chilà
- 3IFOM, The FIRC Institute of Molecular Oncology, Milan, Italy
| | - Giuseppe Rospo
- 1University of Torino and Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
| | - Caterina Marchiò
- 4University of Torino, Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
| | - Silvia Marsoni
- 3IFOM, The FIRC Institute of Molecular Oncology, Milan, Italy
| | - Gianluca Mauri
- 3IFOM, The FIRC Institute of Molecular Oncology, Milan, Italy
| | | | - Alberto Bardelli
- 1University of Torino and Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
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17
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Sogari A, Russo M, Pompei S, Corigliano M, Crisafulli G, Bertotti A, Gherardi M, Nicolantonio FD, Lagomarsino MC, Bardelli A. Abstract 2613: A modified Luria-Delbrück assay allows quantification of colorectal cancer persister cells’ mutation rate. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-2613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
When cancer cells are exposed to lethal doses of targeted therapies, the emergence of a subpopulation of drug-tolerant persister cells (DTPs) is often observed. We previously reported that colorectal cancer (CRC) cells exposed to targeted therapies activate an adaptive mutability stress response, involving DNA damage induction and a switch to low-fidelity DNA replication. Therefore, targeted treatment might lead to increased mutation rate in DTPs, but mutation rates of cancer cells during treatment have not been quantitatively assessed. Here, we combined biological experiments and mathematical modelling to characterize emergence and dynamics of DTPs. From this, we extrapolated parameters governing dynamics of cancer cells populations and designed a modified Luria-Delbrück assay on mammalian cells (MC-LD) to quantify mutations rates of CRC cells under standard growth conditions and during exposure to targeted therapy. We selected mismatch repair proficient CRC cell lines sensitive to different clinically used therapeutic agents, and derived clones to be used for experiments. By monitoring cell dynamics in drug-response growth assays, we found that CRC cells exposed to targeted therapy display a biphasic killing curve reaching a stable plateau, a pattern indicative of emergence of DTPs. By fitting model estimation to population growth assays, we predicted that, even if a subgroup of DTPs predated treatment, the majority of them emerged only upon exposure to targeted therapies. We also observed that DTPs slowly replicate under treatment, as shown by Carboxy fluorescein succinimidyl ester (CFSE) analysis and staining with 5-ethynyl-2’-deoxyuridine (EdU). We used these population dynamics parameters to design the MC-LD assay. CRC clones were plated in several 96-multiwell plates each, and after an expansion phase in standard culture conditions, treatment was added. After 3-4 weeks, a minority of wells showed growth of resistant colonies: based on the measured growth rates, we could predict that the resistant cells arose before treatment by spontaneous mutation. The remaining wells contained a homogenous population of DTPs. After several weeks of treatment, when pre-treatment resistant clones would have already emerged, late-emerging resistant colonies appeared in a subset of wells in which DTPs had previously been detected. Using the number of residual DTPs and resistant colonies to infer mutation rates, we found a 7- to 50-fold increase (depending on the cell line) in DTPs’ mutation rate compared to sensitive cells.In conclusion, we developed a new assay which allows quantitative comparisons of spontaneous and drug-induced mutation rates in cancer cells and showed that adaptive mutability in DTPs leads to increased mutation rates. This approach could be used to measure whether and how a wide range of environmental conditions affect DTP phenotype and mutation rates in mammalian cells.
Citation Format: Alberto Sogari, Mariangela Russo, Simone Pompei, Mattia Corigliano, Giovanni Crisafulli, Andrea Bertotti, Marco Gherardi, Federica Di Nicolantonio, Marco Cosentino Lagomarsino, Alberto Bardelli. A modified Luria-Delbrück assay allows quantification of colorectal cancer persister cells’ mutation rate [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 2613.
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Affiliation(s)
- Alberto Sogari
- 1University of Torino - Candiolo Cancer Institute, FPO–IRCCS, Candiolo, Italy
| | - Mariangela Russo
- 1University of Torino - Candiolo Cancer Institute, FPO–IRCCS, Candiolo, Italy
| | - Simone Pompei
- 2IFOM Foundation, FIRC Institute of Molecular Oncology, Milan, Italy
| | - Mattia Corigliano
- 3Università degli Studi di Milano - IFOM Foundation, FIRC Institute of Molecular Oncology, Milano, Italy
| | - Giovanni Crisafulli
- 1University of Torino - Candiolo Cancer Institute, FPO–IRCCS, Candiolo, Italy
| | - Andrea Bertotti
- 1University of Torino - Candiolo Cancer Institute, FPO–IRCCS, Candiolo, Italy
| | - Marco Gherardi
- 4Università degli Studi di Milano - IFOM Foundation, FIRC Institute of Molecular Oncology, Milan, Italy
| | | | | | - Alberto Bardelli
- 1University of Torino - Candiolo Cancer Institute, FPO–IRCCS, Candiolo, Italy
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18
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Crisafulli G, Sartore-Bianchi A, Lazzari L, Pietrantonio F, Amatu A, Macagno M, Barault L, Cassingena A, Bartolini A, Luraghi P, Mauri G, Battuello P, Personemi N, Pessei V, Vitiello PP, Tosi F, Idotta L, Valtorta E, Bonoldi E, Germano G, Nicolantonio FD, Marsoni S, Siena S, Bardelli A. Abstract 6262: Emergence of tumor mismatch repair deficiency and increased mutational burden in blood and tissue of metastatic colorectal cancer patients treated with temozolomide. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-6262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The majority of metastatic colorectal cancers (mCRC) are mismatch repair (MMR) proficient (MMRp) and unresponsive to immunotherapy, while MMR deficient (MMRd) tumors often respond to immune checkpoint blockade (ICB). We previously reported that treatment of CRC preclinical models with temozolomide (TMZ) leads to MMR deficiency, increased tumor mutational burden (TMB) and, sensitization to immunotherapy. To clinically translate these findings, we designed the ARETHUSA clinical trial whereby O6-Methylguanine-DNA-methyltransferase (MGMT) deficient, MMR proficient and KRAS mutant mCRC patients receive priming therapy with TMZ. Analysis of solid tissue biopsies and circulating tumor DNA (ctDNA) obtained after TMZ treatment revealed the emergence of TMZ mutational signature, alterations in MMR genes and increased TMB in 14 out of 16 patients. Genetic mutations induced by TMZ were dose-dependent and multiple alterations in the nucleotide context favored by the TMZ signature emerged in MMR genes such as the MSH6 T1219I variant which was detected in ctDNA and tissue of 13/14 (93%) of the cases. A subset of the patients whose tumors after TMZ priming displayed the MSH6 mutation, the TMZ mutational signature and increased TMB, achieved disease stabilization upon pembrolizumab treatment. Overall, we provide proof-of-concept that treatment of MGMT deficient/MMR proficient KRAS mutant mCRCs with TMZ can be tracked by mutational signature analysis and lead to inactivation of the MMR pathway, emergence of the TMZ mutational signature, TMB increase, and, in some cases, to disease stabilization during ICB.
Citation Format: Giovanni Crisafulli, Andrea Sartore-Bianchi, Luca Lazzari, Filippo Pietrantonio, Alessio Amatu, Marco Macagno, Ludovic Barault, Andrea Cassingena, Alice Bartolini, Paolo Luraghi, Gianluca Mauri, Paolo Battuello, Nicola Personemi, Valeria Pessei, Pietro Paolo Vitiello, Federica Tosi, Laura Idotta, Emanuele Valtorta, Emanuela Bonoldi, Giovanni Germano, Federica Di Nicolantonio, Silvia Marsoni, Salvatore Siena, Alberto Bardelli. Emergence of tumor mismatch repair deficiency and increased mutational burden in blood and tissue of metastatic colorectal cancer patients treated with temozolomide [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 6262.
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Affiliation(s)
| | | | - Luca Lazzari
- 3The FIRC Institute of Molecular Oncology, Milan, Italy
| | | | | | - Marco Macagno
- 5Candiolo Cancer Institute, FPO, Candiolo, Turin, Italy
| | | | | | | | - Paolo Luraghi
- 3The FIRC Institute of Molecular Oncology, Milan, Italy
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19
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Khawaja H, Briggs R, Latimer C, Rassel MA, Griffin D, Hanson L, Bardelli A, Di Nicolantonio F, McDade S, Scott C, Lambe S, Maurya M, Lindner AU, Prehn JHM, Sousa J, Winnington C, J LaBonte M, Ross S, Van Schaeybroeck S. Bcl-xL and association with apoptosis following KRASG12C inhibition in KRASG12C mutant colorectal cancer. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.3557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3557 Background: Novel covalent inhibitors of KRASG12C have shown modest response rates in KRASG12C mutant (MT) colorectal cancer (CRC) patients. Thus, novel KRASG12C inhibitor combination strategies that can achieve deep and durable responses are needed. Methods: The small molecule KRASG12C inhibitors AZ’1569 and AZ’8037 were employed. To identify novel candidate combination strategies for AZ’1569, we performed RNA sequencing, siRNA and high-throughput drug screening. Top hits were validated in a panel of KRASG12CMT CRC cells and in vivo xenograft models. AZ’1569 acquired resistant CRC models were generated and characterised. Results: Response to AZ’1569 was heterogeneous across the KRASG12CMT models. AZ’1569 was ineffective at inducing apoptosis when used as a single agent or combined with chemotherapy or agents targeting the EGFR/KRAS/AKT axis. Using a systems biology approach, we identified the anti-apoptotic BH3-family member BCL2L1/Bcl-xL as top hit mediating resistance to AZ’1569. Further analyses identified acute increases in the pro-apoptotic protein BIM following AZ’1569 treatment. ABT-263 (Navitoclax), a pharmacological Bcl-2 family-inhibitor that blocks the ability of Bcl-xL to bind and inhibit BIM, led to dramatic and universal apoptosis when combined with AZ’1569 in a panel of KRASG12C MT CRC cells. Furthermore, this combination also resulted in dramatically attenuated tumour growth in KRASG12C MT CRC xenografts. Finally, AZ’1569 acquired resistant KRASG12C MT CRC cells showed amplification of KRASG12C, EphA2/c-MET activation, increased pro-inflammatory chemokine profile and cross-resistance to standard-of-care chemotherapy and several targeted agents. Importantly, the KRAS amplification and AZ’1569-resistance were reversible upon drug withdrawal, arguing strongly for the use of drug holidays in the case of KRAS amplification. Conclusions: Combinatorial targeting of Bcl-xL and KRASG12C is highly effective, suggesting a novel therapeutic strategy for KRAS G12CMT CRC patients. The cross-resistance to other targeted therapies and importantly conventional chemotherapy in the AZ’1569 acquired resistant cells poses a challenge, with implications for the optimal use of KRASG12C inhibitors as a second or third line option.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Simon McDade
- Queen's University Belfast, Belfast, United Kingdom
| | | | - Shauna Lambe
- Queen's University Belfast, Belfast, United Kingdom
| | | | - Andreas Ulrich Lindner
- Royal College of Surgeons in Ireland, Centre for Systems Medicine, Department of Physiology and Medical Physics, Dublin, Ireland
| | - Jochen HM Prehn
- Centre of Systems Medicine; Royal College of Surgeons in Ireland University of Medicine and Health Sciences, Dublin, Ireland
| | - Jose Sousa
- Queen's University Belfast, Belfast, United Kingdom
| | | | | | | | - Sandra Van Schaeybroeck
- The Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, United Kingdom
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20
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Magrì A, Germano G, Lorenzato A, Lamba S, Chilà R, Montone M, Amodio V, Ceruti T, Sassi F, Arena S, Abrignani S, D'Incalci M, Zucchetti M, Di Nicolantonio F, Bardelli A. High-dose vitamin C enhances cancer immunotherapy. Sci Transl Med 2021; 12:12/532/eaay8707. [PMID: 32102933 DOI: 10.1126/scitranslmed.aay8707] [Citation(s) in RCA: 121] [Impact Index Per Article: 40.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Revised: 12/23/2019] [Accepted: 02/03/2020] [Indexed: 12/13/2022]
Abstract
Vitamin C (VitC) is known to directly impair cancer cell growth in preclinical models, but there is little clinical evidence on its antitumoral efficacy. In addition, whether and how VitC modulates anticancer immune responses is mostly unknown. Here, we show that a fully competent immune system is required to maximize the antiproliferative effect of VitC in breast, colorectal, melanoma, and pancreatic murine tumors. High-dose VitC modulates infiltration of the tumor microenvironment by cells of the immune system and delays cancer growth in a T cell-dependent manner. VitC not only enhances the cytotoxic activity of adoptively transferred CD8 T cells but also cooperates with immune checkpoint therapy (ICT) in several cancer types. Combination of VitC and ICT can be curative in models of mismatch repair-deficient tumors with high mutational burden. This work provides a rationale for clinical trials combining ICT with high doses of VitC.
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Affiliation(s)
- Alessandro Magrì
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy.,Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo (TO), Italy
| | - Giovanni Germano
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy.,Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo (TO), Italy
| | - Annalisa Lorenzato
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy.,Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo (TO), Italy
| | - Simona Lamba
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo (TO), Italy
| | - Rosaria Chilà
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy.,IFOM, The FIRC Institute of Molecular Oncology, 20139 Milan, Italy
| | - Monica Montone
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo (TO), Italy
| | - Vito Amodio
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy.,Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo (TO), Italy
| | - Tommaso Ceruti
- Department of Oncology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, 20156 Milan, Italy
| | - Francesco Sassi
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo (TO), Italy
| | - Sabrina Arena
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy.,Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo (TO), Italy
| | - Sergio Abrignani
- Istituto Nazionale Genetica Molecolare INGM 'Romeo ed Enrica Invernizzi', 20122 Milan, Italy.,Department of Clinical Sciences and Community Health, University of Milan, 20122 Milan, Italy
| | - Maurizio D'Incalci
- Department of Oncology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, 20156 Milan, Italy
| | - Massimo Zucchetti
- Department of Oncology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, 20156 Milan, Italy
| | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy. .,Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo (TO), Italy
| | - Alberto Bardelli
- Department of Oncology, University of Torino, 10060 Candiolo (TO), Italy. .,Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo (TO), Italy
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21
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Picco G, Cattaneo CM, van Vliet EJ, Crisafulli G, Rospo G, Consonni S, Vieira SF, Rodríguez IS, Cancelliere C, Banerjee R, Schipper LJ, Oddo D, Dijkstra KK, Cinatl J, Michaelis M, Yang F, Di Nicolantonio F, Sartore-Bianchi A, Siena S, Arena S, Voest EE, Bardelli A, Garnett MJ. Werner Helicase Is a Synthetic-Lethal Vulnerability in Mismatch Repair-Deficient Colorectal Cancer Refractory to Targeted Therapies, Chemotherapy, and Immunotherapy. Cancer Discov 2021; 11:1923-1937. [PMID: 33837064 DOI: 10.1158/2159-8290.cd-20-1508] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 03/03/2021] [Accepted: 03/29/2021] [Indexed: 11/16/2022]
Abstract
Targeted therapies, chemotherapy, and immunotherapy are used to treat patients with mismatch repair-deficient (dMMR)/microsatellite instability-high (MSI-H) colorectal cancer. The clinical effectiveness of targeted therapy and chemotherapy is limited by resistance and drug toxicities, and about half of patients receiving immunotherapy have disease that is refractory to immune checkpoint inhibitors. Loss of Werner syndrome ATP-dependent helicase (WRN) is a synthetic lethality in dMMR/MSI-H cells. To inform the development of WRN as a therapeutic target, we performed WRN knockout or knockdown in 60 heterogeneous dMMR colorectal cancer preclinical models, demonstrating that WRN dependency is an almost universal feature and a robust marker for patient selection. Furthermore, models of resistance to clinically relevant targeted therapy, chemotherapy, and immunotherapy retain WRN dependency. These data show the potential of therapeutically targeting WRN in patients with dMMR/MSI-H colorectal cancer and support WRN as a therapeutic option for patients with dMMR/MSI-H cancers refractory to current treatment strategies. SIGNIFICANCE: We found that a large, diverse set of dMMR/MSI-H colorectal cancer preclinical models, including models of treatment-refractory disease, are WRN-dependent. Our results support WRN as a promising synthetic-lethal target in dMMR/MSI-H colorectal cancer tumors as a monotherapy or in combination with targeted agents, chemotherapy, or immunotherapy.This article is highlighted in the In This Issue feature, p. 1861.
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Affiliation(s)
| | - Chiara M Cattaneo
- Department of Molecular Oncology and Immunology, the Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.,Oncode Institute, Amsterdam, the Netherlands
| | | | - Giovanni Crisafulli
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy.,Department of Oncology, University of Torino, Candiolo, Italy
| | - Giuseppe Rospo
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy.,Department of Oncology, University of Torino, Candiolo, Italy
| | | | - Sara F Vieira
- Wellcome Sanger Institute, Cambridge, United Kingdom
| | - Iñigo Sánchez Rodríguez
- Department of Molecular Oncology and Immunology, the Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.,Oncode Institute, Amsterdam, the Netherlands
| | | | - Ruby Banerjee
- Wellcome Sanger Institute, Cambridge, United Kingdom
| | - Luuk J Schipper
- Department of Molecular Oncology and Immunology, the Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.,Oncode Institute, Amsterdam, the Netherlands
| | - Daniele Oddo
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy.,Department of Oncology, University of Torino, Candiolo, Italy
| | - Krijn K Dijkstra
- Department of Molecular Oncology and Immunology, the Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.,Oncode Institute, Amsterdam, the Netherlands
| | - Jindrich Cinatl
- Institute for Medical Virology, Goethe-University, Frankfurt am Main, Germany
| | - Martin Michaelis
- School of Biosciences, University of Kent, Canterbury, United Kingdom
| | | | - Federica Di Nicolantonio
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy.,Department of Oncology, University of Torino, Candiolo, Italy
| | - Andrea Sartore-Bianchi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milano, Italy.,Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Milano, Italy
| | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milano, Italy.,Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano (La Statale), Milano, Italy
| | - Sabrina Arena
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy.,Department of Oncology, University of Torino, Candiolo, Italy
| | - Emile E Voest
- Department of Molecular Oncology and Immunology, the Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.,Oncode Institute, Amsterdam, the Netherlands
| | - Alberto Bardelli
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy.,Department of Oncology, University of Torino, Candiolo, Italy
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22
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Nicolazzo C, Barault L, Caponnetto S, De Renzi G, Belardinilli F, Bottillo I, Bargiacchi S, Macagno M, Grammatico P, Giannini G, Cortesi E, Di Nicolantonio F, Gazzaniga P. True conversions from RAS mutant to RAS wild-type in circulating tumor DNA from metastatic colorectal cancer patients as assessed by methylation and mutational signature. Cancer Lett 2021; 507:89-96. [PMID: 33744389 DOI: 10.1016/j.canlet.2021.03.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 03/11/2021] [Accepted: 03/12/2021] [Indexed: 01/10/2023]
Abstract
The paucity of targeted treatments available in patients with RAS mutant colorectal cancers contributes to the poor prognosis of this patient group compared to those with RAS wild-type disease. Recent liquid biopsy-driven studies have demonstrated that RAS mutant clones might disappear in plasma during the clonal evolution of the disease, opening new unforeseen perspectives for EGFR blockade in these patients. Nevertheless, the lack of detection of RAS mutations in plasma might depend on the low amount of released circulating tumor DNA (ctDNA), making it necessary a more accurate selection of patients with true RAS mutation conversions. In this liquid biopsy-based study, we assessed RAS mutational status in initially RAS-mutant patients at the time of progressive disease from any line of therapy and investigated the incidence of true conversions to plasma RAS wild-type, comparing a colon cancer specific methylation profile with a mutational signature of ctDNA. Globally, considering either mutational panel or methylation profile as reliable tests to confirm or exclude the presence of ctDNA, the percentage of "true RAS converters" was 37.5%. In our series we observed a trend toward a better PFS in patients who received anti-EGFR as second or subsequent treatment lines compared to those who did not.
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Affiliation(s)
- Chiara Nicolazzo
- Cancer Liquid Biopsy Unit, Department of Molecular Medicine, Sapienza University of Rome, Viale Regina Elena, 324, 00161, Rome, Italy.
| | - Ludovic Barault
- Department of Oncology, University of Torino, Strada Provinciale, 142 km 3,95, 10060, Candiolo, TO, Italy; Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale, 142 km 3,95, 10060, Candiolo, TO, Italy.
| | - Salvatore Caponnetto
- Department of Radiology, Oncology and Pathology, Sapienza University of Rome, Viale del Policlinico, 155, 00161, Rome, Italy.
| | - Gianluigi De Renzi
- Cancer Liquid Biopsy Unit, Department of Molecular Medicine, Sapienza University of Rome, Viale Regina Elena, 324, 00161, Rome, Italy.
| | - Francesca Belardinilli
- Department of Molecular Medicine, Sapienza University of Rome, Viale Regina Elena, 291, 00161, Rome, Italy.
| | - Irene Bottillo
- Medical Genetics, Department of Molecular Medicine, Sapienza University, San Camillo-Forlanini Hospital, Circonvallazione Gianicolense, 87, 00152, Rome, Italy.
| | - Simone Bargiacchi
- Medical Genetics, Department of Molecular Medicine, Sapienza University, San Camillo-Forlanini Hospital, Circonvallazione Gianicolense, 87, 00152, Rome, Italy.
| | - Marco Macagno
- Department of Oncology, University of Torino, Strada Provinciale, 142 km 3,95, 10060, Candiolo, TO, Italy; Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale, 142 km 3,95, 10060, Candiolo, TO, Italy.
| | - Paola Grammatico
- Medical Genetics, Department of Molecular Medicine, Sapienza University, San Camillo-Forlanini Hospital, Circonvallazione Gianicolense, 87, 00152, Rome, Italy.
| | - Giuseppe Giannini
- Department of Molecular Medicine, Sapienza University of Rome, Viale Regina Elena, 291, 00161, Rome, Italy.
| | - Enrico Cortesi
- Department of Radiology, Oncology and Pathology, Sapienza University of Rome, Viale del Policlinico, 155, 00161, Rome, Italy.
| | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, Strada Provinciale, 142 km 3,95, 10060, Candiolo, TO, Italy; Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale, 142 km 3,95, 10060, Candiolo, TO, Italy.
| | - Paola Gazzaniga
- Cancer Liquid Biopsy Unit, Department of Molecular Medicine, Sapienza University of Rome, Viale Regina Elena, 324, 00161, Rome, Italy.
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23
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Germano G, Lu S, Rospo G, Lamba S, Rousseau B, Fanelli S, Stenech D, Le DT, Hays J, Totaro MG, Amodio V, Chilà R, Mondino A, Diaz LA, Di Nicolantonio F, Bardelli A. CD4 T Cell-Dependent Rejection of Beta-2 Microglobulin Null Mismatch Repair-Deficient Tumors. Cancer Discov 2021; 11:1844-1859. [PMID: 33653693 DOI: 10.1158/2159-8290.cd-20-0987] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 01/09/2021] [Accepted: 02/25/2021] [Indexed: 11/16/2022]
Abstract
Inactivation of beta-2 microglobulin (B2M) is considered a determinant of resistance to immune checkpoint inhibitors (ICPi) in melanoma and lung cancers. In contrast, B2M loss does not appear to affect response to ICPis in mismatch repair-deficient (MMRd) colorectal tumors where biallelic inactivation of B2M is frequently observed. We inactivated B2m in multiple murine MMRd cancer models. Although MMRd cells would not readily grow in immunocompetent mice, MMRd B2m null cells were tumorigenic and regressed when treated with anti-PD-1 and anti-CTLA4. The efficacy of ICPis against MMRd B2m null tumors did not require CD8+ T cells but relied on the presence of CD4+ T cells. Human tumors expressing low levels of B2M display increased intratumoral CD4+ T cells. We conclude that B2M inactivation does not blunt the efficacy of ICPi in MMRd tumors, and we identify a unique role for CD4+ T cells in tumor rejection. SIGNIFICANCE: B2M alterations, which impair antigen presentation, occur frequently in microsatellite-unstable colorectal cancers. Although in melanoma and lung cancers B2M loss is a mechanism of resistance to immune checkpoint blockade, we show that MMRd tumors respond to ICPis through CD4+ T-cell activation.This article is highlighted in the In This Issue feature, p. 1601.
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Affiliation(s)
- Giovanni Germano
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy. .,Department of Oncology, University of Torino, Candiolo, Turin, Italy
| | - Steve Lu
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, Maryland
| | - Giuseppe Rospo
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy.,Department of Oncology, University of Torino, Candiolo, Turin, Italy
| | - Simona Lamba
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
| | - Benoit Rousseau
- Division of Solid Tumor Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Sonia Fanelli
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy.,Department of Oncology, University of Torino, Candiolo, Turin, Italy
| | - Denise Stenech
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy.,Department of Oncology, University of Torino, Candiolo, Turin, Italy
| | - Dung T Le
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland
| | - John Hays
- Division of Medical Oncology, Wexner Medical Center and James Cancer Hospital, The Ohio State University, Columbus, Ohio
| | | | - Vito Amodio
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy.,Department of Oncology, University of Torino, Candiolo, Turin, Italy
| | - Rosaria Chilà
- Department of Oncology, University of Torino, Candiolo, Turin, Italy.,IFOM-the FIRC Institute of Molecular Oncology, Milan, Italy
| | - Anna Mondino
- Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Luis A Diaz
- Division of Solid Tumor Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Federica Di Nicolantonio
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy.,Department of Oncology, University of Torino, Candiolo, Turin, Italy
| | - Alberto Bardelli
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy. .,Department of Oncology, University of Torino, Candiolo, Turin, Italy
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24
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Nicolazzo C, Barault L, Caponnetto S, Macagno M, De Renzi G, Gradilone A, Belardinilli F, Cortesi E, Di Nicolantonio F, Gazzaniga P. Circulating Methylated DNA to Monitor the Dynamics of RAS Mutation Clearance in Plasma from Metastatic Colorectal Cancer Patients. Cancers (Basel) 2020; 12:E3633. [PMID: 33291569 PMCID: PMC7761880 DOI: 10.3390/cancers12123633] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 12/02/2020] [Indexed: 01/20/2023] Open
Abstract
The clearance of RAS mutations in plasma circulating tumor DNA (ctDNA) from originally RAS-mutant metastatic colorectal cancer (mCRC) has been recently demonstrated. Clinical trials investigating whether RAS mutant mCRC who "convert" to wild-type in plasma might benefit from EGFR blockade are ongoing. Detection of tumor-specific DNA methylation alterations in ctDNA has been suggested as a specific tool to confirm the tumoral origin of cell-free DNA. We monitored RAS clearance in plasma from patients with RAS-mutant mCRC at baseline (pre-treatment) (T0); after 4 months of first-line therapy (T1); at the time of first (T2) and second (T3) progression. A five-gene methylation panel was used to confirm the presence of ctDNA in samples in which RAS mutation clearance was detected. At T1, ctDNA analysis revealed wild-type RAS status in 83% of samples, all not methylated, suggesting at this time point the lack of ctDNA shedding. At T2, ctDNA analysis revealed wild-type RAS status in 83% of samples, of which 62.5% were found methylated. At T3, 50% of wild-type RAS samples were found methylated. Non-methylated samples were found in patients with lung or brain metastases. This five-gene methylation test might be useful to confirm the presence of ctDNA in RAS wild-type plasma samples.
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Affiliation(s)
- Chiara Nicolazzo
- Liquid Biopsy Unit, Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (C.N.); (G.D.R.); (A.G.)
| | - Ludovic Barault
- Department of Oncology, University of Torino, 10060 Candiolo, TO, Italy; (L.B.); (F.D.N.)
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, TO, Italy;
| | - Salvatore Caponnetto
- Department of Radiology, Oncology and Pathology, Sapienza University of Rome, 00161 Rome, Italy; (S.C.); (E.C.)
| | - Marco Macagno
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, TO, Italy;
| | - Gianluigi De Renzi
- Liquid Biopsy Unit, Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (C.N.); (G.D.R.); (A.G.)
| | - Angela Gradilone
- Liquid Biopsy Unit, Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (C.N.); (G.D.R.); (A.G.)
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy;
| | | | - Enrico Cortesi
- Department of Radiology, Oncology and Pathology, Sapienza University of Rome, 00161 Rome, Italy; (S.C.); (E.C.)
| | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, 10060 Candiolo, TO, Italy; (L.B.); (F.D.N.)
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, TO, Italy;
| | - Paola Gazzaniga
- Liquid Biopsy Unit, Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (C.N.); (G.D.R.); (A.G.)
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25
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Khawaja H, Campbell A, Roberts JZ, Javadi A, O'Reilly P, McArt D, Allen WL, Majkut J, Rehm M, Bardelli A, Di Nicolantonio F, Scott CJ, Kennedy R, Vitale N, Harrison T, Sansom OJ, Longley DB, Evergren E, Van Schaeybroeck S. RALB GTPase: a critical regulator of DR5 expression and TRAIL sensitivity in KRAS mutant colorectal cancer. Cell Death Dis 2020; 11:930. [PMID: 33122623 PMCID: PMC7596570 DOI: 10.1038/s41419-020-03131-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 10/11/2020] [Accepted: 10/13/2020] [Indexed: 01/07/2023]
Abstract
RAS mutant (MT) metastatic colorectal cancer (mCRC) is resistant to MEK1/2 inhibition and remains a difficult-to-treat group. Therefore, there is an unmet need for novel treatment options for RASMT mCRC. RALA and RALB GTPases function downstream of RAS and have been found to be key regulators of several cell functions implicated in KRAS-driven tumorigenesis. However, their role as regulators of the apoptotic machinery remains to be elucidated. Here, we found that inhibition of RALB expression, but not RALA, resulted in Caspase-8-dependent cell death in KRASMT CRC cells, which was not further increased following MEK1/2 inhibition. Proteomic analysis and mechanistic studies revealed that RALB depletion induced a marked upregulation of the pro-apoptotic cell surface TRAIL Death Receptor 5 (DR5) (also known as TRAIL-R2), primarily through modulating DR5 protein lysosomal degradation. Moreover, DR5 knockdown or knockout attenuated siRALB-induced apoptosis, confirming the role of the extrinsic apoptotic pathway as a regulator of siRALB-induced cell death. Importantly, TRAIL treatment resulted in the association of RALB with the death-inducing signalling complex (DISC) and targeting RALB using pharmacologic inhibition or RNAi approaches triggered a potent increase in TRAIL-induced cell death in KRASMT CRC cells. Significantly, high RALB mRNA levels were found in the poor prognostic Colorectal Cancer Intrinsic Subtypes (CRIS)-B CRC subgroup. Collectively, this study provides to our knowledge the first evidence for a role for RALB in apoptotic priming and suggests that RALB inhibition may be a promising strategy to improve response to TRAIL treatment in poor prognostic RASMT CRIS-B CRC.
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Affiliation(s)
- Hajrah Khawaja
- Drug Resistance Group, Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Andrew Campbell
- Cancer Research UK Beatson Institute, Switchback Road, Bearsden, Glasgow, G61 1BD, UK
| | - Jamie Z Roberts
- Drug Resistance Group, Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Arman Javadi
- Drug Resistance Group, Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Paul O'Reilly
- Drug Resistance Group, Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Darragh McArt
- Drug Resistance Group, Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Wendy L Allen
- Drug Resistance Group, Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Joanna Majkut
- Drug Resistance Group, Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Markus Rehm
- Institute of Cell Biology and Immunology, University of Stuttgart, Allmandring 31, D-70569, Stuttgart, Germany
| | - Alberto Bardelli
- Department of Oncology, University of Torino, Candiolo, TO, 10060, Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, 10060, Italy
| | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, Candiolo, TO, 10060, Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, 10060, Italy
| | - Christopher J Scott
- Drug Resistance Group, Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Richard Kennedy
- Drug Resistance Group, Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Nicolas Vitale
- Centre National de la Recherche Scientifique, Université de Strasbourg, Institut des Neurosciences Cellulaires et Intégratives, F-67000, Strasbourg, France
| | - Timothy Harrison
- Drug Resistance Group, Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Owen J Sansom
- Cancer Research UK Beatson Institute, Switchback Road, Bearsden, Glasgow, G61 1BD, UK
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Glasgow, G61 1QH, UK
| | - Daniel B Longley
- Drug Resistance Group, Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Emma Evergren
- Drug Resistance Group, Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK
| | - Sandra Van Schaeybroeck
- Drug Resistance Group, Patrick G. Johnston Centre for Cancer Research, School of Medicine, Dentistry and Biomedical Science, Queen's University Belfast, 97 Lisburn Road, Belfast, BT9 7AE, UK.
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Comunanza V, Gigliotti C, Doronzo G, Martin V, Gattuso A, Sangiolo D, Di Nicolantonio F, Bussolino F. Abstract B17: VEGF removal delays the onset of acquired resistance to target therapy and increases the efficacy of immune checkpoint inhibitors in BRAF-mutated melanoma. Cancer Res 2020. [DOI: 10.1158/1538-7445.mel2019-b17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The introduction of BRAF inhibitors (BRAFi) has improved response rate and overall survival of metastatic melanoma patients compared to standard chemotherapy. However, acquired drug resistance occurs in nearly all patients. The comprehension of cellular and molecular mechanisms underlying BRAFi resistance could help to identify novel actionable pathways in the treatment of BRAF-dependent tumors. VEGFA is an attractive target for combinatorial cancer therapy, and we have recently demonstrated in melanoma and CRC xenografts that targeting VEGFA enhanced the antitumor effect of BRAFi by normalizing the tumor vasculature, recruiting M1 macrophages, and inducing a remodeling of the extracellular matrix characterized by a reduction in collagen I and in cancer-associated fibroblasts (Comunanza et al., EMBO Mol Med 2017). Based on our previous proof of concept, obtained within an immunodeficient model, here we investigated the therapeutic effect of VEGFA targeting in association with PLX4720 (BRAFi) in a dedicated immune-competent model. D4M cells, a BRAFV600E-mutant melanoma murine cell line, were subcutaneously injected in syngeneic C57BL/6J mice. We demonstrated that the association of BRAFi with DC101 (antibody anti-VEGFR2) had a weak activity while we observed a synergistic antitumor effect when combined with B20 (murine anti-VEGFA neutralizing antibody). Although targeted inhibition of either BRAF or VEGFA delayed the tumor growth, only combined inhibition of both pathways resulted in the regression of initial tumor size, with an evident apoptotic effect, and delayed the onset of acquired resistance to the BRAF inhibition. Since the immune-suppressive role of VEGFA in tumors has been well characterized, we further investigated whether contrasting the VEGF effect along with simultaneous BRAF inhibition can turn into a promotion of both innate and adaptive immunity. Immune phenotype analysis revealed that the combinatorial regimen activated the host immune system, inducing the tumor infiltration of macrophages with tumor-suppressive features, NKs, CD4+ and CD8+ lymphocytes. Most of the infiltrating CD8+ lymphocytes in D4M tumors expressed high levels of PD-1 and none of the treatments significantly modulated PD-1 expression on T cells, suggesting a sustained T-cell exhaustion. We then postulated that the therapeutic effect obtained by the combinatorial VEGF blockade and BRAFi could be further enhanced by the association with an immune-checkpoint inhibitor targeting PD-1. Interestingly, we observed that the addition of anti-PD-1 blocking antibody boosted the antitumor effect and induced striking tumor volume regression in mice receiving the triplet therapy (BRAFi+anti-VEGFA+anti-PD1-1). Our findings provide biologic rationale to explore the association of immunotherapy in novel combinatorial approaches that could improve the clinical outcome exerted by oncogene-targeted therapy, and further investigation is warranted.
Citation Format: Valentina Comunanza, Chiara Gigliotti, Gabriella Doronzo, Valentina Martin, Anna Gattuso, Dario Sangiolo, Federica Di Nicolantonio, Federico Bussolino. VEGF removal delays the onset of acquired resistance to target therapy and increases the efficacy of immune checkpoint inhibitors in BRAF-mutated melanoma [abstract]. In: Proceedings of the AACR Special Conference on Melanoma: From Biology to Target; 2019 Jan 15-18; Houston, TX. Philadelphia (PA): AACR; Cancer Res 2020;80(19 Suppl):Abstract nr B17.
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Affiliation(s)
- Valentina Comunanza
- Department of Oncology–University of Turin; Candiolo Cancer Institute FPO-IRCCS, Candiolo, Torino, Italy
| | - Chiara Gigliotti
- Department of Oncology–University of Turin; Candiolo Cancer Institute FPO-IRCCS, Candiolo, Torino, Italy
| | - Gabriella Doronzo
- Department of Oncology–University of Turin; Candiolo Cancer Institute FPO-IRCCS, Candiolo, Torino, Italy
| | - Valentina Martin
- Department of Oncology–University of Turin; Candiolo Cancer Institute FPO-IRCCS, Candiolo, Torino, Italy
| | - Anna Gattuso
- Department of Oncology–University of Turin; Candiolo Cancer Institute FPO-IRCCS, Candiolo, Torino, Italy
| | - Dario Sangiolo
- Department of Oncology–University of Turin; Candiolo Cancer Institute FPO-IRCCS, Candiolo, Torino, Italy
| | - Federica Di Nicolantonio
- Department of Oncology–University of Turin; Candiolo Cancer Institute FPO-IRCCS, Candiolo, Torino, Italy
| | - Federico Bussolino
- Department of Oncology–University of Turin; Candiolo Cancer Institute FPO-IRCCS, Candiolo, Torino, Italy
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Amodio V, Yaeger R, Arcella P, Cancelliere C, Lamba S, Lorenzato A, Arena S, Montone M, Mussolin B, Bian Y, Whaley A, Pinnelli M, Murciano-Goroff YR, Vakiani E, Valeri N, Liao WL, Bhalkikar A, Thyparambil S, Zhao HY, de Stanchina E, Marsoni S, Siena S, Bertotti A, Trusolino L, Li BT, Rosen N, Di Nicolantonio F, Bardelli A, Misale S. EGFR Blockade Reverts Resistance to KRAS G12C Inhibition in Colorectal Cancer. Cancer Discov 2020; 10:1129-1139. [PMID: 32430388 PMCID: PMC7416460 DOI: 10.1158/2159-8290.cd-20-0187] [Citation(s) in RCA: 225] [Impact Index Per Article: 56.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 04/13/2020] [Accepted: 04/29/2020] [Indexed: 12/19/2022]
Abstract
Most patients with KRAS G12C-mutant non-small cell lung cancer (NSCLC) experience clinical benefit from selective KRASG12C inhibition, whereas patients with colorectal cancer bearing the same mutation rarely respond. To investigate the cause of the limited efficacy of KRASG12C inhibitors in colorectal cancer, we examined the effects of AMG510 in KRAS G12C colorectal cancer cell lines. Unlike NSCLC cell lines, KRAS G12C colorectal cancer models have high basal receptor tyrosine kinase (RTK) activation and are responsive to growth factor stimulation. In colorectal cancer lines, KRASG12C inhibition induces higher phospho-ERK rebound than in NSCLC cells. Although upstream activation of several RTKs interferes with KRASG12C blockade, we identify EGFR signaling as the dominant mechanism of colorectal cancer resistance to KRASG12C inhibitors. The combinatorial targeting of EGFR and KRASG12C is highly effective in colorectal cancer cells and patient-derived organoids and xenografts, suggesting a novel therapeutic strategy to treat patients with KRAS G12C colorectal cancer. SIGNIFICANCE: The efficacy of KRASG12C inhibitors in NSCLC and colorectal cancer is lineage-specific. RTK dependency and signaling rebound kinetics are responsible for sensitivity or resistance to KRASG12C inhibition in colorectal cancer. EGFR and KRASG12C should be concomitantly inhibited to overcome resistance to KRASG12C blockade in colorectal tumors.See related commentary by Koleilat and Kwong, p. 1094.This article is highlighted in the In This Issue feature, p. 1079.
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Affiliation(s)
- Vito Amodio
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | - Rona Yaeger
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Pamela Arcella
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | | | - Simona Lamba
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | - Annalisa Lorenzato
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | - Sabrina Arena
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | - Monica Montone
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | | | - Yu Bian
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Adele Whaley
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Marika Pinnelli
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | | | - Efsevia Vakiani
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Nicola Valeri
- Center for Evolution and Cancer, The Institute of Cancer Research, London, United Kingdom
- Department of Medicine, The Royal Marsden Hospital, London, United Kingdom
| | | | | | | | - Hui-Yong Zhao
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Antitumour Assessment Core Facility, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Elisa de Stanchina
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Antitumour Assessment Core Facility, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Silvia Marsoni
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- Istituto FIRC di Oncologia Molecolare (IFOM), Milan, Italy
| | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Andrea Bertotti
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | - Livio Trusolino
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | - Bob T Li
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Weill Cornell Medical College, New York, New York
| | - Neal Rosen
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Center for Molecular-Based Therapy, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Federica Di Nicolantonio
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
- Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | - Alberto Bardelli
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy.
- Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | - Sandra Misale
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, New York.
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Godel M, Morena D, Ananthanarayanan P, Buondonno I, Ferrero G, Hattinger CM, Di Nicolantonio F, Serra M, Taulli R, Cordero F, Riganti C, Kopecka J. Small Nucleolar RNAs Determine Resistance to Doxorubicin in Human Osteosarcoma. Int J Mol Sci 2020; 21:ijms21124500. [PMID: 32599901 PMCID: PMC7349977 DOI: 10.3390/ijms21124500] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 06/19/2020] [Accepted: 06/21/2020] [Indexed: 02/07/2023] Open
Abstract
Doxorubicin (Dox) is one of the most important first-line drugs used in osteosarcoma therapy. Multiple and not fully clarified mechanisms, however, determine resistance to Dox. With the aim of identifying new markers associated with Dox-resistance, we found a global up-regulation of small nucleolar RNAs (snoRNAs) in human Dox-resistant osteosarcoma cells. We investigated if and how snoRNAs are linked to resistance. After RT-PCR validation of snoRNAs up-regulated in osteosarcoma cells with different degrees of resistance to Dox, we overexpressed them in Dox-sensitive cells. We then evaluated Dox cytotoxicity and changes in genes relevant for osteosarcoma pathogenesis by PCR arrays. SNORD3A, SNORA13 and SNORA28 reduced Dox-cytotoxicity when over-expressed in Dox-sensitive cells. In these cells, GADD45A and MYC were up-regulated, TOP2A was down-regulated. The same profile was detected in cells with acquired resistance to Dox. GADD45A/MYC-silencing and TOP2A-over-expression counteracted the resistance to Dox induced by snoRNAs. We reported for the first time that snoRNAs induce resistance to Dox in human osteosarcoma, by modulating the expression of genes involved in DNA damaging sensing, DNA repair, ribosome biogenesis, and proliferation. Targeting snoRNAs or down-stream genes may open new treatment perspectives in chemoresistant osteosarcomas.
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Affiliation(s)
- Martina Godel
- Department of Oncology, University of Torino, 1026 Torino, Italy; (M.G.); (D.M.); (P.A.); (I.B.); (F.D.N.); (R.T.)
| | - Deborah Morena
- Department of Oncology, University of Torino, 1026 Torino, Italy; (M.G.); (D.M.); (P.A.); (I.B.); (F.D.N.); (R.T.)
| | - Preeta Ananthanarayanan
- Department of Oncology, University of Torino, 1026 Torino, Italy; (M.G.); (D.M.); (P.A.); (I.B.); (F.D.N.); (R.T.)
| | - Ilaria Buondonno
- Department of Oncology, University of Torino, 1026 Torino, Italy; (M.G.); (D.M.); (P.A.); (I.B.); (F.D.N.); (R.T.)
| | - Giulio Ferrero
- Department of Computer Science, University of Torino, 10149 Torino, Italy; (G.F.); (F.C.)
- Department of Clinical and Biological Sciences, University of Torino, 10043 Orbassano, Italy
| | - Claudia M. Hattinger
- Laboratory of Experimental Oncology, Pharmacogenomics and Pharmacogenetics Research Unit, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy; (C.M.H.); (M.S.)
| | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, 1026 Torino, Italy; (M.G.); (D.M.); (P.A.); (I.B.); (F.D.N.); (R.T.)
- Candiolo Cancer Institute, FPO–IRCCS, 10060 Candiolo, Italy
| | - Massimo Serra
- Laboratory of Experimental Oncology, Pharmacogenomics and Pharmacogenetics Research Unit, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy; (C.M.H.); (M.S.)
| | - Riccardo Taulli
- Department of Oncology, University of Torino, 1026 Torino, Italy; (M.G.); (D.M.); (P.A.); (I.B.); (F.D.N.); (R.T.)
| | - Francesca Cordero
- Department of Computer Science, University of Torino, 10149 Torino, Italy; (G.F.); (F.C.)
| | - Chiara Riganti
- Department of Oncology, University of Torino, 1026 Torino, Italy; (M.G.); (D.M.); (P.A.); (I.B.); (F.D.N.); (R.T.)
- Correspondence: (C.R.); (J.K.); Tel.: +39-0116705857 (C.R.); +39-0116705849 (J.K.)
| | - Joanna Kopecka
- Department of Oncology, University of Torino, 1026 Torino, Italy; (M.G.); (D.M.); (P.A.); (I.B.); (F.D.N.); (R.T.)
- Correspondence: (C.R.); (J.K.); Tel.: +39-0116705857 (C.R.); +39-0116705849 (J.K.)
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Crisafulli G, Mussolin B, Cassingena A, Montone M, Bartolini A, Barault L, Martinetti A, Morano F, Pietrantonio F, Sartore-Bianchi A, Siena S, Di Nicolantonio F, Marsoni S, Bardelli A, Siravegna G. Whole exome sequencing analysis of urine trans-renal tumour DNA in metastatic colorectal cancer patients. ESMO Open 2020; 4:S2059-7029(20)30089-2. [PMID: 32149725 PMCID: PMC7001107 DOI: 10.1136/esmoopen-2019-000572] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 09/19/2019] [Accepted: 09/21/2019] [Indexed: 12/22/2022] Open
Abstract
Background The analysis of circulating free tumour DNA (ctDNA) in blood, commonly referred as liquid biopsy, is being used to characterise patients with solid cancers. Tumour-specific genetic variants can also be present in DNA isolated from other body fluids, such as urine. Unlike blood, urine sampling is non-invasive, can be self-performed, and allows recurrent longitudinal monitoring. The features of tumour DNA that clears from the glomerular filtration barrier, named trans-renal tumour DNA (trtDNA), are largely unexplored. Patients and methods Specimens were collected from 24 patients with KRAS or BRAF mutant metastatic colorectal cancer (mCRC). Driver mutations were assessed by droplet digital PCR (ddPCR) in ctDNA from plasma and trtDNA from urine. Whole exome sequencing (WES) was performed in DNA isolated from tissue, plasma and urine. Results Out of the 24 CRC cases, only four had sufficient DNA to allow WES analyses in urine and plasma. We found that tumour alterations primarily reside in low molecular weight fragments (less than 112 bp). In patients whose trtDNA was more than 2.69% of the urine derived DNA, cancer-specific molecular alterations, mutational signatures and copy number profiles identified in urine DNA are comparable with those detected in plasma ctDNA. Conclusions With current technologies, WES analysis of trtDNA is feasible in a small fraction of mCRC patients. Tumour-related genetic information is mainly present in low molecular weight DNA fragments. Although the limited amounts of trtDNA poses analytical challenges, enrichment of low molecular weight DNAs and optimised computational tools can improve the detection of tumour-specific genetic information in urine.
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Affiliation(s)
- Giovanni Crisafulli
- University of Turin, Department of Oncology, Candiolo (TO), Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo TO, Italy
| | | | - Andrea Cassingena
- Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Monica Montone
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo TO, Italy
| | | | - Ludovic Barault
- University of Turin, Department of Oncology, Candiolo (TO), Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo TO, Italy
| | | | - Federica Morano
- Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | | | - Salvatore Siena
- Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Federica Di Nicolantonio
- University of Turin, Department of Oncology, Candiolo (TO), Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo TO, Italy
| | - Silvia Marsoni
- IFOM - the FIRC Institute of Molecular Oncology, Milan, Italy
| | - Alberto Bardelli
- University of Turin, Department of Oncology, Candiolo (TO), Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo TO, Italy
| | - Giulia Siravegna
- University of Turin, Department of Oncology, Candiolo (TO), Italy .,Candiolo Cancer Institute, FPO - IRCCS, Candiolo TO, Italy
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30
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Lorenzato A, Magrì A, Matafora V, Audrito V, Arcella P, Lazzari L, Montone M, Lamba S, Deaglio S, Siena S, Bertotti A, Trusolino L, Bachi A, Di Nicolantonio F, Bardelli A, Arena S. Vitamin C Restricts the Emergence of Acquired Resistance to EGFR-Targeted Therapies in Colorectal Cancer. Cancers (Basel) 2020; 12:cancers12030685. [PMID: 32183295 PMCID: PMC7140052 DOI: 10.3390/cancers12030685] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 03/06/2020] [Accepted: 03/12/2020] [Indexed: 01/30/2023] Open
Abstract
The long-term efficacy of the Epidermal Growth Factor Receptor (EGFR)-targeted antibody cetuximab in advanced colorectal cancer (CRC) patients is limited by the emergence of drug-resistant (persister) cells. Recent studies in other cancer types have shown that cells surviving initial treatment with targeted agents are often vulnerable to alterations in cell metabolism including oxidative stress. Vitamin C (VitC) is an antioxidant agent which can paradoxically trigger oxidative stress at pharmacological dose. Here we tested the hypothesis that VitC in combination with cetuximab could restrain the emergence of secondary resistance to EGFR blockade in CRC RAS/BRAF wild-type models. We found that addition of VitC to cetuximab impairs the emergence of drug persisters, limits the growth of CRC organoids, and significantly delays acquired resistance in CRC patient-derived xenografts. Mechanistically, proteomic and metabolic flux analysis shows that cetuximab blunts carbohydrate metabolism by blocking glucose uptake and glycolysis, beyond promoting slow but progressive ROS production. In parallel, VitC disrupts iron homeostasis and further increases ROS levels ultimately leading to ferroptosis. Combination of VitC and cetuximab orchestrates a synthetic lethal metabolic cell death program triggered by ATP depletion and oxidative stress, which effectively limits the emergence of acquired resistance to anti-EGFR antibodies. Considering that high-dose VitC is known to be safe in cancer patients, our findings might have clinical impact on CRC patients treated with anti-EGFR therapies.
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Affiliation(s)
- Annalisa Lorenzato
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo 10060 (TO), Italy; (A.L.); (A.M.); (P.A.); (M.M.); (S.L.); (A.B.); (L.T.); (F.D.N.); (A.B.)
- Department of Oncology, University of Turin, Candiolo 10060 (TO), Italy
| | - Alessandro Magrì
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo 10060 (TO), Italy; (A.L.); (A.M.); (P.A.); (M.M.); (S.L.); (A.B.); (L.T.); (F.D.N.); (A.B.)
- Department of Oncology, University of Turin, Candiolo 10060 (TO), Italy
| | - Vittoria Matafora
- IFOM-FIRC Institute of Molecular Oncology, Via Adamello 16, Milan 20139, Italy; (V.M.); (L.L.); (A.B.)
| | - Valentina Audrito
- Department of Medical Sciences, University of Turin, Turin 10126, Italy; (V.A.); (S.D.)
| | - Pamela Arcella
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo 10060 (TO), Italy; (A.L.); (A.M.); (P.A.); (M.M.); (S.L.); (A.B.); (L.T.); (F.D.N.); (A.B.)
- Department of Oncology, University of Turin, Candiolo 10060 (TO), Italy
| | - Luca Lazzari
- IFOM-FIRC Institute of Molecular Oncology, Via Adamello 16, Milan 20139, Italy; (V.M.); (L.L.); (A.B.)
| | - Monica Montone
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo 10060 (TO), Italy; (A.L.); (A.M.); (P.A.); (M.M.); (S.L.); (A.B.); (L.T.); (F.D.N.); (A.B.)
| | - Simona Lamba
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo 10060 (TO), Italy; (A.L.); (A.M.); (P.A.); (M.M.); (S.L.); (A.B.); (L.T.); (F.D.N.); (A.B.)
| | - Silvia Deaglio
- Department of Medical Sciences, University of Turin, Turin 10126, Italy; (V.A.); (S.D.)
| | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan 20162, Italy;
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan 20133, Italy
| | - Andrea Bertotti
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo 10060 (TO), Italy; (A.L.); (A.M.); (P.A.); (M.M.); (S.L.); (A.B.); (L.T.); (F.D.N.); (A.B.)
- Department of Oncology, University of Turin, Candiolo 10060 (TO), Italy
| | - Livio Trusolino
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo 10060 (TO), Italy; (A.L.); (A.M.); (P.A.); (M.M.); (S.L.); (A.B.); (L.T.); (F.D.N.); (A.B.)
- Department of Oncology, University of Turin, Candiolo 10060 (TO), Italy
| | - Angela Bachi
- IFOM-FIRC Institute of Molecular Oncology, Via Adamello 16, Milan 20139, Italy; (V.M.); (L.L.); (A.B.)
| | - Federica Di Nicolantonio
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo 10060 (TO), Italy; (A.L.); (A.M.); (P.A.); (M.M.); (S.L.); (A.B.); (L.T.); (F.D.N.); (A.B.)
- Department of Oncology, University of Turin, Candiolo 10060 (TO), Italy
| | - Alberto Bardelli
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo 10060 (TO), Italy; (A.L.); (A.M.); (P.A.); (M.M.); (S.L.); (A.B.); (L.T.); (F.D.N.); (A.B.)
- Department of Oncology, University of Turin, Candiolo 10060 (TO), Italy
| | - Sabrina Arena
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo 10060 (TO), Italy; (A.L.); (A.M.); (P.A.); (M.M.); (S.L.); (A.B.); (L.T.); (F.D.N.); (A.B.)
- Department of Oncology, University of Turin, Candiolo 10060 (TO), Italy
- Correspondence:
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31
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Arena S, Corti G, Durinikova E, Montone M, Reilly NM, Russo M, Lorenzato A, Arcella P, Lazzari L, Rospo G, Pagani M, Cancelliere C, Negrino C, Isella C, Bartolini A, Cassingena A, Amatu A, Mauri G, Sartore-Bianchi A, Mittica G, Medico E, Marsoni S, Linnebacher M, Abrignani S, Siena S, Di Nicolantonio F, Bardelli A. A Subset of Colorectal Cancers with Cross-Sensitivity to Olaparib and Oxaliplatin. Clin Cancer Res 2019; 26:1372-1384. [PMID: 31831554 DOI: 10.1158/1078-0432.ccr-19-2409] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 11/06/2019] [Accepted: 12/05/2019] [Indexed: 11/16/2022]
Abstract
PURPOSE Defects in the homologous recombination (HR) repair pathway are of clinical interest due to sensitivity of HR-deficient cells to PARP inhibitors. We were interested in defining PARP vulnerability in patients with metastatic colorectal cancer (mCRC) carrying KRAS and BRAF mutations who display poor prognosis, have limited therapeutic options, and represent an unmet clinical need. EXPERIMENTAL DESIGN We tested colorectal cancer cell lines, patient-derived organoids (PDO), and patient-derived xenografts (PDX) enriched for KRAS and BRAF mutations for sensitivity to the PARP inhibitor olaparib, and the chemotherapeutic agents oxaliplatin and 5-fluorouracil (5-FU). Genomic profiles and DNA repair proficiency of colorectal cancer models were compared with pharmacologic response. RESULTS Thirteen of 99 (around 13%) colorectal cancer cell lines were highly sensitive to clinically active concentrations of olaparib and displayed functional deficiency in HR. Response to PARP blockade was positively correlated with sensitivity to oxaliplatin in colorectal cancer cell lines as well as patient-derived organoids. Treatment of PDXs with olaparib impaired tumor growth and maintenance therapy with PARP blockade after initial oxaliplatin response delayed disease progression in mice. CONCLUSIONS These results indicate that a colorectal cancer subset characterized by poor prognosis and limited therapeutic options is vulnerable to PARP inhibition and suggest that PDO-based drug-screening assays can be used to identify patients with colorectal cancer likely to benefit from olaparib. As patients with mCRC almost invariably receive therapies based on oxaliplatin, "maintenance" treatment with PARP inhibitors warrants further clinical investigation.
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Affiliation(s)
- Sabrina Arena
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy.,Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | - Giorgio Corti
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | | | - Monica Montone
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | - Nicole M Reilly
- Fondazione Piemontese per la Ricerca sul Cancro ONLUS, Candiolo, Torino, Italy
| | - Mariangela Russo
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy.,Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | - Annalisa Lorenzato
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy.,Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | - Pamela Arcella
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy.,Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | - Luca Lazzari
- IFOM, The FIRC Institute of Molecular Oncology, Milan, Italy
| | - Giuseppe Rospo
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | - Massimiliano Pagani
- INGM, Istituto Nazionale Genetica Molecolare "Romeo ed Enrica Invernizzi", Milan, Italy.,Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milan, Italy
| | | | - Carola Negrino
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy.,Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | - Claudio Isella
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | - Alice Bartolini
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | - Andrea Cassingena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Alessio Amatu
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Gianluca Mauri
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - Andrea Sartore-Bianchi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - Gloria Mittica
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | - Enzo Medico
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy.,Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | - Silvia Marsoni
- IFOM, The FIRC Institute of Molecular Oncology, Milan, Italy.,Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Michael Linnebacher
- Department of General Surgery, Molecular Oncology and Immunotherapy, University of Rostock, Rostock, Germany
| | - Sergio Abrignani
- INGM, Istituto Nazionale Genetica Molecolare "Romeo ed Enrica Invernizzi", Milan, Italy.,Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - Federica Di Nicolantonio
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy. .,Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | - Alberto Bardelli
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy. .,Department of Oncology, University of Torino, Candiolo, Torino, Italy
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RUSSO MARIANGELA, Crisafulli G, Sogari A, Reilly NM, Arena S, Lamba S, Bartolini A, Amodio V, Magrì A, Novara L, Sarotto I, Nagel Z, Piett C, Amatu A, Sartore-Bianchi A, Siena S, Bertotti A, Trusolino L, Nicolantonio FD, Bardelli A. Abstract A120: Adaptive mutability of colorectal cancers in response to targeted therapies. Mol Cancer Ther 2019. [DOI: 10.1158/1535-7163.targ-19-a120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Success in eradicating human cancer with targeted therapies is limited by the emergence of secondary resistance. The prevalent view is that resistance is a fait accompli: when treatment is initiated, tumors already contain drug-resistant mutant cells. However, when cancer cells are challenged with targeted agents, the emergence of drug tolerant ‘persister’ cell population is often observed. Persisters survive exposure to targeted therapies through non-genetic, poorly understood mechanisms, and constitute a reservoir from which genetically divergent, drug-resistant derivatives eventually emerge. Analogously, when bacteria are exposed to stress, such as antibiotic treatment, persister cells can survive and, by switching from high-fidelity to low-fidelity DNA replication process, increase transiently their mutation rate (adaptive mutability), thus improving chances of survival. We used colorectal cancer (CRC) as model system to explore the hypothesis that, in addition to pre-existing drug resistant cells, resistance to targeted therapies could be fostered by a transient increase in genomic instability during treatment, leading to de novo genetic alterations. We found that, when exposed to EGFR and/or BRAF inhibition, mismatch repair proficient (MMRp) CRC cell lines exhibited a down-modulation of MMR and Homologous Recombination (HR) DNA repair genes, and a concomitant up-regulation of error-prone polymerases, resulting in reduced MMR and HR proficiency. Therapy-induced modulation of DNA repair genes was transient and returned to initial levels upon removal of the drugs, or when the cells developed permanent resistance to targeted agents. Notably, MLH1 and MSH2 MMR genes were down-regulated in patients-derived xenografts and tissue samples obtained at clinical response (minimal residual disease) compared to pre-treatment samples, confirming the clinical relevance of our findings. Activation of error-prone polymerases was associated with increased ROS production and accumulation of DNA damage marker γ-H2AX, in a time- a dose-dependent manner upon drug administration. The combination of DNA repair down-modulation and error-prone polymerases upregulation increases mutagenic ability and triggers microsatellite instability under drug-induced stress in CRC cells. Our results demonstrate that cancer cells, like unicellular organisms, evade therapeutic pressures by enhancing mutability. The notion that cancer cells exposed to targeted therapies activate a stress-induced adaptive mutability process may prompt the design of novel therapeutic strategies aimed at interfering with clonal evolution, reducing the generation of new variants during therapeutic treatment.
Citation Format: MARIANGELA RUSSO, Giovanni Crisafulli, Alberto Sogari, Nicole Megan Reilly, Sabrina Arena, Simona Lamba, Alice Bartolini, Vito Amodio, Alessandro Magrì, Luca Novara, Ivana Sarotto, Zachary Nagel, Cortt Piett, Alessio Amatu, Andrea Sartore-Bianchi, Salvatore Siena, Andrea Bertotti, Livio Trusolino, Federica Di Nicolantonio, Alberto Bardelli. Adaptive mutability of colorectal cancers in response to targeted therapies [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference on Molecular Targets and Cancer Therapeutics; 2019 Oct 26-30; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2019;18(12 Suppl):Abstract nr A120. doi:10.1158/1535-7163.TARG-19-A120
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Affiliation(s)
| | | | | | | | | | - Simona Lamba
- 3Candiolo Cancer Institute-FPO, IRCCS, Candiolo (TO)
| | | | | | | | - Luca Novara
- 3Candiolo Cancer Institute-FPO, IRCCS, Candiolo (TO)
| | - Ivana Sarotto
- 3Candiolo Cancer Institute-FPO, IRCCS, Candiolo (TO)
| | - Zachary Nagel
- 4Department of Environmental Health, JBL Center for Radiation Sciences, Harvard T.H. Chan School of Public Health, Boston, Boston, MA
| | - Cortt Piett
- 4Department of Environmental Health, JBL Center for Radiation Sciences, Harvard T.H. Chan School of Public Health, Boston, Boston, MA
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Pietrantonio F, Lobefaro R, Antista M, Lonardi S, Raimondi A, Morano F, Mosconi S, Rimassa L, Murgioni S, Sartore-Bianchi A, Tomasello G, Longarini R, Farina G, Petrelli F, Gori S, Randon G, Corallo S, Pagani F, Guarini V, Palermo F, Martinetti A, Macagno M, Barault L, Perrone F, Tamborini E, Milione M, Di Nicolantonio F, Di Maio M, Fucà G, Di Bartolomeo M, de Braud F. Capecitabine and Temozolomide versus FOLFIRI in RAS-Mutated, MGMT-Methylated Metastatic Colorectal Cancer. Clin Cancer Res 2019; 26:1017-1024. [PMID: 31740551 DOI: 10.1158/1078-0432.ccr-19-3024] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2019] [Revised: 10/16/2019] [Accepted: 11/13/2019] [Indexed: 11/16/2022]
Abstract
PURPOSE To determine whether second-line therapy with capecitabine and temozolomide was superior to irinotecan, leucovorin, and fluorouracil (FOLFIRI) in patients with RAS-mutated, methyl-guanine methyltransferase (MGMT)-methylated metastatic colorectal cancer (mCRC). PATIENTS AND METHODS In this randomized, phase II trial, we enrolled patients with RAS-mutated, MGMT-methylated mCRC after failure of oxaliplatin-based regimen. Patients with centrally confirmed MGMT methylation were stratified by first-line progression-free survival (PFS) and prior bevacizumab and randomized to either capecitabine plus temozolomide (arm A, CAPTEM) or FOLFIRI (arm B). The primary endpoint was PFS analyzed on intention-to-treat basis, with 90% power and one-sided significance level of 0.05 to detect an increase of median time from 2 months in arm B to 4 months in arm A. RESULTS Between November 2014 and May 2019, 86 patients were randomly assigned to arm A (n = 43) or arm B (n = 43). After a median follow-up of 30.5 months (interquartile range, 12.2-36.3), 79 disease progression or death events occurred. Superiority of arm A was not demonstrated (one-sided P = 0.223). Progression-free survival and overall survival were 3.5 (2.0-5.0) and 9.5 (8.2-25.8) in arm A versus 3.5 (2.3-6.1) and 10.6 (8.5-20.8) in arm B [HR = 1.19 (0.82-1.72) and HR = 0.97 (0.58-1.61)], respectively. Grade ≥3 treatment-related adverse events had higher incidence in arm B versus A (47.6% vs 16.3%), and quality of life was significantly worse in arm B. Patients with positive MGMT expression by IHC did not benefit from CAPTEM. CONCLUSIONS Temozolomide-based therapy warrants further investigation in molecularly hyperselected subgroups.
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Affiliation(s)
- Filippo Pietrantonio
- Oncology and Hemato-oncology Department, University of Milan, Milan, Italy. .,Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Riccardo Lobefaro
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Maria Antista
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Sara Lonardi
- Medical Oncology 1 Unit, Department of Oncology, Istituto Oncologico Veneto IOV-IRCCS, Padua, Italy
| | - Alessandra Raimondi
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Federica Morano
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Stefania Mosconi
- Medical Oncology Unit, Department of Oncology and Hematology, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Lorenza Rimassa
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Clinical and Research Center-IRCCS, Rozzano, Milano, Italy.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Sabina Murgioni
- Medical Oncology 1 Unit, Department of Oncology, Istituto Oncologico Veneto IOV-IRCCS, Padua, Italy
| | - Andrea Sartore-Bianchi
- Oncology and Hemato-oncology Department, University of Milan, Milan, Italy.,Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | | | | | - Gabriella Farina
- Medical Oncology Department, Fatebenefratelli-Sacco Hospital, Milan, Italy
| | - Fausto Petrelli
- Medical Oncology Unit, Oncology Department, ASST Bergamo Ovest, Treviglio (BG), Italy
| | - Stefania Gori
- Medical Oncology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar, Verona, Italy
| | - Giovanni Randon
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Salvatore Corallo
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Filippo Pagani
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Vincenzo Guarini
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Federica Palermo
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Antonia Martinetti
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Marco Macagno
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo (TO), Italy
| | - Ludovic Barault
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo (TO), Italy.,Oncology Department, University of Turin, Candiolo (TO), Italy
| | - Federica Perrone
- Pathology and Laboratory Medicine Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Elena Tamborini
- Pathology and Laboratory Medicine Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Massimo Milione
- Pathology and Laboratory Medicine Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Federica Di Nicolantonio
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo (TO), Italy.,Oncology Department, University of Turin, Candiolo (TO), Italy
| | - Massimo Di Maio
- Oncology Department, University of Turin, Ordine Mauriziano Hospital, Turin, Italy
| | - Giovanni Fucà
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Maria Di Bartolomeo
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Filippo de Braud
- Oncology and Hemato-oncology Department, University of Milan, Milan, Italy.,Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
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Russo M, Crisafulli G, Sogari A, Reilly NM, Arena S, Lamba S, Bartolini A, Amodio V, Magrì A, Novara L, Sarotto I, Nagel ZD, Piett CG, Amatu A, Sartore-Bianchi A, Siena S, Bertotti A, Trusolino L, Corigliano M, Gherardi M, Lagomarsino MC, Di Nicolantonio F, Bardelli A. Adaptive mutability of colorectal cancers in response to targeted therapies. Science 2019; 366:1473-1480. [PMID: 31699882 DOI: 10.1126/science.aav4474] [Citation(s) in RCA: 244] [Impact Index Per Article: 48.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Revised: 07/24/2019] [Accepted: 10/26/2019] [Indexed: 12/13/2022]
Abstract
The emergence of drug resistance limits the efficacy of targeted therapies in human tumors. The prevalent view is that resistance is a fait accompli: when treatment is initiated, cancers already contain drug-resistant mutant cells. Bacteria exposed to antibiotics transiently increase their mutation rates (adaptive mutability), thus improving the likelihood of survival. We investigated whether human colorectal cancer (CRC) cells likewise exploit adaptive mutability to evade therapeutic pressure. We found that epidermal growth factor receptor (EGFR)/BRAF inhibition down-regulates mismatch repair (MMR) and homologous recombination DNA-repair genes and concomitantly up-regulates error-prone polymerases in drug-tolerant (persister) cells. MMR proteins were also down-regulated in patient-derived xenografts and tumor specimens during therapy. EGFR/BRAF inhibition induced DNA damage, increased mutability, and triggered microsatellite instability. Thus, like unicellular organisms, tumor cells evade therapeutic pressures by enhancing mutability.
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Affiliation(s)
- Mariangela Russo
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO) 10060, Italy. .,Department of Oncology, University of Torino, Candiolo (TO) 10060, Italy
| | - Giovanni Crisafulli
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO) 10060, Italy.,Department of Oncology, University of Torino, Candiolo (TO) 10060, Italy
| | - Alberto Sogari
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO) 10060, Italy.,Department of Oncology, University of Torino, Candiolo (TO) 10060, Italy
| | - Nicole M Reilly
- Fondazione Piemontese per la Ricerca sul Cancro ONLUS, Candiolo (TO) 10060, Italy
| | - Sabrina Arena
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO) 10060, Italy.,Department of Oncology, University of Torino, Candiolo (TO) 10060, Italy
| | - Simona Lamba
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO) 10060, Italy
| | - Alice Bartolini
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO) 10060, Italy
| | - Vito Amodio
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO) 10060, Italy.,Department of Oncology, University of Torino, Candiolo (TO) 10060, Italy
| | - Alessandro Magrì
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO) 10060, Italy.,Department of Oncology, University of Torino, Candiolo (TO) 10060, Italy
| | - Luca Novara
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO) 10060, Italy
| | - Ivana Sarotto
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO) 10060, Italy
| | - Zachary D Nagel
- Department of Environmental Health, JBL Center for Radiation Sciences, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Cortt G Piett
- Department of Environmental Health, JBL Center for Radiation Sciences, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Alessio Amatu
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20133 Milan, Italy
| | - Andrea Sartore-Bianchi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20133 Milan, Italy
| | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20133 Milan, Italy
| | - Andrea Bertotti
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO) 10060, Italy.,Department of Oncology, University of Torino, Candiolo (TO) 10060, Italy
| | - Livio Trusolino
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO) 10060, Italy.,Department of Oncology, University of Torino, Candiolo (TO) 10060, Italy
| | - Mattia Corigliano
- IFOM-FIRC Institute of Molecular Oncology, 20139 Milan, Italy.,Department of Physics, Università degli Studi di Milano, and I.N.F.N., 20133 Milan, Italy
| | - Marco Gherardi
- IFOM-FIRC Institute of Molecular Oncology, 20139 Milan, Italy.,Department of Physics, Università degli Studi di Milano, and I.N.F.N., 20133 Milan, Italy
| | - Marco Cosentino Lagomarsino
- IFOM-FIRC Institute of Molecular Oncology, 20139 Milan, Italy.,Department of Physics, Università degli Studi di Milano, and I.N.F.N., 20133 Milan, Italy
| | - Federica Di Nicolantonio
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO) 10060, Italy.,Department of Oncology, University of Torino, Candiolo (TO) 10060, Italy
| | - Alberto Bardelli
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO) 10060, Italy. .,Department of Oncology, University of Torino, Candiolo (TO) 10060, Italy
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Lazzari L, Corti G, Picco G, Isella C, Montone M, Arcella P, Durinikova E, Zanella ER, Novara L, Barbosa F, Cassingena A, Cancelliere C, Medico E, Sartore-Bianchi A, Siena S, Garnett MJ, Bertotti A, Trusolino L, Di Nicolantonio F, Linnebacher M, Bardelli A, Arena S. Patient-Derived Xenografts and Matched Cell Lines Identify Pharmacogenomic Vulnerabilities in Colorectal Cancer. Clin Cancer Res 2019; 25:6243-6259. [PMID: 31375513 DOI: 10.1158/1078-0432.ccr-18-3440] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2018] [Revised: 06/13/2019] [Accepted: 07/29/2019] [Indexed: 12/21/2022]
Abstract
PURPOSE Patient-derived xenograft (PDX) models accurately recapitulate the tumor of origin in terms of histopathology, genomic landscape, and therapeutic response, but some limitations due to costs associated with their maintenance and restricted amenability for large-scale screenings still exist. To overcome these issues, we established a platform of 2D cell lines (xeno-cell lines, XL), derived from PDXs of colorectal cancer with matched patient germline gDNA available. EXPERIMENTAL DESIGN Whole-exome and transcriptome sequencing analyses were performed. Biomarkers of response and resistance to anti-HER therapy were annotated. Dependency on the WRN helicase gene was assessed in MSS, MSI-H, and MSI-like XLs using a reverse genetics functional approach. RESULTS XLs recapitulated the entire spectrum of colorectal cancer transcriptional subtypes. Exome and RNA-seq analyses delineated several molecular biomarkers of response and resistance to EGFR and HER2 blockade. Genotype-driven responses observed in vitro in XLs were confirmed in vivo in the matched PDXs. MSI-H models were dependent upon WRN gene expression, while loss of WRN did not affect MSS XLs growth. Interestingly, one MSS XL with transcriptional MSI-like traits was sensitive to WRN depletion. CONCLUSIONS The XL platform represents a preclinical tool for functional gene validation and proof-of-concept studies to identify novel druggable vulnerabilities in colorectal cancer.
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Affiliation(s)
- Luca Lazzari
- Department of Oncology, University of Torino, Candiolo, Torino, Italy
| | - Giorgio Corti
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | | | - Claudio Isella
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | - Monica Montone
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | - Pamela Arcella
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | | | | | - Luca Novara
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | - Fabiane Barbosa
- Department of Interventional Radiology, Ospedale Niguarda Ca' Granda, Milan, Italy
| | - Andrea Cassingena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | | | - Enzo Medico
- Department of Oncology, University of Torino, Candiolo, Torino, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | - Andrea Sartore-Bianchi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.,Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | | | - Andrea Bertotti
- Department of Oncology, University of Torino, Candiolo, Torino, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | - Livio Trusolino
- Department of Oncology, University of Torino, Candiolo, Torino, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, Candiolo, Torino, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | - Michael Linnebacher
- Department of General Surgery, Molecular Oncology and Immunotherapy, University of Rostock, Rostock, Germany
| | - Alberto Bardelli
- Department of Oncology, University of Torino, Candiolo, Torino, Italy.,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
| | - Sabrina Arena
- Department of Oncology, University of Torino, Candiolo, Torino, Italy. .,Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Torino, Italy
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Amatu A, Schirripa M, Tosi F, Lonardi S, Bencardino K, Bonazzina E, Palmeri L, Patanè DA, Pizzutilo EG, Mussolin B, Bergamo F, Alberti G, Intini R, Procaccio L, Arese M, Marsoni S, Nichelatti M, Zagonel V, Siena S, Bardelli A, Loupakis F, Di Nicolantonio F, Sartore-Bianchi A, Barault L. High Circulating Methylated DNA Is a Negative Predictive and Prognostic Marker in Metastatic Colorectal Cancer Patients Treated With Regorafenib. Front Oncol 2019; 9:622. [PMID: 31355139 PMCID: PMC6640154 DOI: 10.3389/fonc.2019.00622] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Accepted: 06/24/2019] [Indexed: 12/12/2022] Open
Abstract
Background: Regorafenib improves progression free survival (PFS) in a subset of metastatic colorectal cancer (mCRC) patients, although no biomarkers of efficacy are available. Circulating methylated DNA (cmDNA) assessed by a five-gene panel was previously associated with outcome in chemotherapy treated mCRC patients. We hypothesized that cmDNA could be used to identify cases most likely to benefit from regorafenib (i.e., patients with PFS longer than 4 months). Methods: Plasma samples from mCRC patients were collected prior to (baseline samples N = 60) and/or during regorafenib treatment (N = 62) for the assessment of cmDNA and total amount of cell free DNA (cfDNA). Results: In almost all patients, treatment with regorafenib increased the total cfDNA, but decreased cmDNA warranting the normalization of cmDNA to the total amount of circulating DNA (i.e., cmDNA/ml). We report that cmDNA/ml dynamics reflects clinical response with an increase in cmDNA/ml associated with higher risk of progression (HR for progression = 1.78 [95%CI: 1.01-3.13], p = 0.028). Taken individually, high baseline cmDNA/ml (above median) was associated with worst prognosis (HR for death = 3.471 [95%CI: 1.83-6.57], p < 0.0001) and also predicted shorter PFS (<16 weeks with PPV 86%). In addition, high cmDNA/ml values during regorafenib treatment predicted with higher accuracy shorter PFS (<16 weeks with a PPV of 96%), therefore associated with increased risk of progression (HR for progression = 2.985; [95%CI: 1.63-5.46; p < 0.0001). Conclusions: Our data highlight the predictive and prognostic value of cmDNA/ml in mCRC patients treated with regorafenib.
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Affiliation(s)
- Alessio Amatu
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Marta Schirripa
- Medical Oncology 1, Veneto Institute of Oncology, IRCCS, Padua, Italy
| | - Federica Tosi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Sara Lonardi
- Medical Oncology 1, Veneto Institute of Oncology, IRCCS, Padua, Italy
| | - Katia Bencardino
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Erica Bonazzina
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Laura Palmeri
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | | | | | | | - Francesca Bergamo
- Medical Oncology 1, Veneto Institute of Oncology, IRCCS, Padua, Italy
| | - Giulia Alberti
- Medical Oncology 1, Veneto Institute of Oncology, IRCCS, Padua, Italy.,Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
| | - Rossana Intini
- Medical Oncology 1, Veneto Institute of Oncology, IRCCS, Padua, Italy
| | - Letizia Procaccio
- Medical Oncology 1, Veneto Institute of Oncology, IRCCS, Padua, Italy.,Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
| | - Marco Arese
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy.,Department of Oncology, University of Turin, Candiolo, Italy
| | - Silvia Marsoni
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.,Department of Precision Oncology, FIRC Institute of Molecular Oncology (IFOM), Milan, Italy
| | - Michele Nichelatti
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Vittorina Zagonel
- Medical Oncology 1, Veneto Institute of Oncology, IRCCS, Padua, Italy
| | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.,Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano, Milan, Italy
| | - Alberto Bardelli
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy.,Department of Oncology, University of Turin, Candiolo, Italy
| | - Fotios Loupakis
- Medical Oncology 1, Veneto Institute of Oncology, IRCCS, Padua, Italy
| | - Federica Di Nicolantonio
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy.,Department of Oncology, University of Turin, Candiolo, Italy
| | - Andrea Sartore-Bianchi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.,Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano, Milan, Italy
| | - Ludovic Barault
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy.,Department of Oncology, University of Turin, Candiolo, Italy
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Lazzari L, Luraghi P, Amirouchene-Angelozzi N, Bertotti A, Medico E, Nicolantonio FD, Fagagna FDD, Abrignani S, Regge D, Sapino A, Bonoldi E, Vanzulli A, Zagonel V, Braud FD, Trusolino L, Bardelli A, Siena S, Marsoni S. Abstract CT214: AlfaOmega- a master protocol empowering precision research in colorectal cancer. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-ct214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background
The overall survival of mCRC patients has been increased by the availability of new cytotoxic and targeted agents and today potentially by the advent of immunotherapies. However, the impact of these advances has been incremental rather than transformative, and a number of unmet medical needs still await rational solutions. In order to navigate the co-evolutionary pathways of CRC tumors during their natural history and under the Darwinian pressure of therapies, we need to feed the experimental laboratories with “the right sample, at the right time, for the right experiment”. This can be accomplished through the design of master protocols that represent a new subset of observational trials aimed to empower the bi-directional collaboration between pre-clinical and clinical research, an essential prerequisite to feed and implement precision oncology.
Methods
AlfaΩmega (protocol number IFOM-CPO003/2018/PO002) has been designed to streamline the study of the co-evolutionary landscape between tumor and host cells in a stage-mixed cohort of at least 500 CRC patients, with the aim of understanding how their outcomes can be significantly improved. This resource for integrative clinical data and sample collection will allow the molecular story-telling of CRC metastatic spread along time and space and the selection of appropriate patients for experimentally-driven trials.
To achieve the required level of ‘experimental precision’, patients can enter AlfaΩmega at two different ‘therapeutic checkpoints’: i) prior to a surgical event or ii) prior to a systemic treatment. Moreover, to optimize the enrollment of patients, the longitudinal collection of data/samples and their logistic management, AlfaΩmega has been designed as a flexible infrastructure organized in TIERs, each of which represents a building block for the stepwise comprehension of the biological processes that drive tumor evolution and that will have an independent informed consensus process:
§
TIER1, Monitoring: the ability to follow CRC evolution under standard of care treatments and to define new evolution-linked biomarkers: access to clinical & imaging data, FFPE, plasma and PBMCs. TIER1 informed consent is mandatory for the enrolment.
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TIER2, Modelling: the ability to develop pertinent experimental models to study evolutionary mechanisms and define evolution-targeting therapeutic strategies: access to fresh tissue, blood, stools, buccal swabs and other fluids. Sample collection in TIER2 is discretionary, i.e. may not be applied to all patients entering TIER1.
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TIER3, Linking: the ability to access data and samples of patients enrolled in proof-of-concept trials to prove the efficacy and study/understand resistance mechanisms of evolution-targeting therapies: linking with AlfaΩmega logistic backbone and IT architecture.
Citation Format: Luca Lazzari, Paolo Luraghi, Nabil Amirouchene-Angelozzi, Andrea Bertotti, Enzo Medico, Federica Di Nicolantonio, Fabrizio d'Adda di Fagagna, Sergio Abrignani, Daniele Regge, Anna Sapino, Emanuela Bonoldi, Angelo Vanzulli, Vittorina Zagonel, Filippo de Braud, Livio Trusolino, Alberto Bardelli, Salvatore Siena, Silvia Marsoni. AlfaOmega- a master protocol empowering precision research in colorectal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr CT214.
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Affiliation(s)
- Luca Lazzari
- 1IFOM - The FIRC Institute of Molecular Oncology, Milano, Italy
| | - Paolo Luraghi
- 1IFOM - The FIRC Institute of Molecular Oncology, Milano, Italy
| | | | | | - Enzo Medico
- 2Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy
| | | | | | - Sergio Abrignani
- 3INGM - National Institute of Molecular Genetics, “Romeo ed Enrica Invernizzi”, Milano, Italy
| | - Daniele Regge
- 2Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy
| | - Anna Sapino
- 2Candiolo Cancer Institute, FPO-IRCCS, Candiolo (TO), Italy
| | - Emanuela Bonoldi
- 4Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milano, Italy
| | - Angelo Vanzulli
- 4Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milano, Italy
| | | | | | | | | | - Salvatore Siena
- 4Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milano, Italy
| | - Silvia Marsoni
- 1IFOM - The FIRC Institute of Molecular Oncology, Milano, Italy
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Marsoni S, Germano G, Bianchi AS, Pietrantonio F, Personeni N, Amatu A, Bonoldi E, Valtorta E, Barault L, Nicolantonio FD, Braud FD, Rimassa L, Santoro A, Ghezzi S, Cassingena A, Marrapese G, Lupica L, Siravegna G, Rospo G, Martino C, Lazzari L, Luraghi P, Amirouchene-Angelozzi N, Bardelli A, Siena S. Abstract CT215: Pharmacological inactivation of DNA repair to improve response to immunotherapy: The Arethusa trial in metastatic colorectal cancer. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-ct215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background. Metastatic colorectal cancer (CRC) remains mostly incurable, with a survival of about two years only. It has been recently proved that CRCs with genetic defects in the mismatch-repair pathway (MMRd), occurring in 15% of early CRC but only in 5% of metastatic CRC, present with a high tumor mutational burden (TMB), which results in an increased number of neoantigens that can be recognized by the immune system. Indeed, treatment with the anti-programmed cell death protein 1 (PD-1) immune checkpoint inhibitor pembrolizumab or nivolumab is effective in inducing durable objective responses in metastatic CRC MMRd cases. These results are quite remarkable considering that the clinical efficacy was independent from RAS mutations, which constrain the use of targeted treatments and negatively affect prognosis. We recently showed in preclinical models that the pharmacological treatment with temozolomide (TMZ) can induce the inactivation of MMR genes and consequently trigger an increase in immunogenic neoantigens. This suggests that TMZ could be used to prime MMR proficient (MMRp) tumors for response to checkpoint inhibitors. Accordingly, mCRC patients recruited in previous clinical trials where TMZ was administered, acquired alterations of MMR genes upon treatment and showed remarkable increase in TMB at disease progression (PD). We thus designed the ARETHUSA clinical trial to test whether a priming course with TMZ in patients can sensitize mCRC to the anti-PD1 inhibitor pembrolizumab.
Methods. Arethusa is a 2-cohorts, phase II trial consisting of three different phases (NCT03519412). During screening-phase, 344 mCRC patients with RAS-extended mutations who failed standard therapies will be tested for MMR status. MMRd CRC patients will proceed directly to trial-phase for immediate pembrolizumab treatment (expected N=14). MMR-proficient (MMRp) patients will be further tested for TMZ sensitivity via assessment of expression of O6-methylguanine-DNA methyltransferase (MGMT) by immunohistochemistry and by promoter methylation analysis. Expected 67 IHC-negative, promoter methylation-positive MMRp patients will thus be eligible for priming-phase and will receive TMZ until PD; TMB will then be assessed on tumor biopsies at resistance. Those patients that will have >20 mutations/megabase (expected N=20) will proceed to that trial-phase and will be treated with pembrolizumab. Overall response rate (primary outcome), Progression Free, and Overall Survival, and treatment related toxicities (secondary outcomes) in MMRp pembrolizumab-treated patients will be estimated. Treatment efficacy and toxicity within pembrolizumab-treated MMRd cohort will be used for comparison. Pre- and post-TMZ biopsies and longitudinal blood and stool collection during priming and trial phases will allow for discovery of predictive molecular markers and for the assessment of integrated tumor and (immune)environment evolution in response to therapy.
Citation Format: Silvia Marsoni, Giovanni Germano, Andrea Sartore Bianchi, Filippo Pietrantonio, Nicola Personeni, Alessio Amatu, Emanuela Bonoldi, Emanuele Valtorta, Ludovic Barault, Federica Di Nicolantonio, Filippo de Braud, Lorenza Rimassa, Armando Santoro, Silvia Ghezzi, Andrea Cassingena, Giovanna Marrapese, Loredana Lupica, Giulia Siravegna, Giuseppe Rospo, Cosimo Martino, Luca Lazzari, Paolo Luraghi, Nabil Amirouchene-Angelozzi, Alberto Bardelli, Salvatore Siena. Pharmacological inactivation of DNA repair to improve response to immunotherapy: The Arethusa trial in metastatic colorectal cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr CT215.
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Affiliation(s)
- Silvia Marsoni
- 1IFOM - the FIRC Institute of Molecular Oncology, Milano, Italy
| | | | | | | | - Nicola Personeni
- 5Humanitas Cancer Center, Humanitas Clinical and Research Center, Rozzano, Italy
| | - Alessio Amatu
- 3Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milano, Italy
| | - Emanuela Bonoldi
- 3Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milano, Italy
| | - Emanuele Valtorta
- 3Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milano, Italy
| | | | | | | | - Lorenza Rimassa
- 5Humanitas Cancer Center, Humanitas Clinical and Research Center, Rozzano, Italy
| | - Armando Santoro
- 5Humanitas Cancer Center, Humanitas Clinical and Research Center, Rozzano, Italy
| | - Silvia Ghezzi
- 3Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milano, Italy
| | - Andrea Cassingena
- 3Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milano, Italy
| | - Giovanna Marrapese
- 3Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milano, Italy
| | - Loredana Lupica
- 3Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milano, Italy
| | | | - Giuseppe Rospo
- 2Candiolo Cancer Institute - FPO, IRCCS, Candiolo, Italy
| | - Cosimo Martino
- 2Candiolo Cancer Institute - FPO, IRCCS, Candiolo, Italy
| | - Luca Lazzari
- 1IFOM - the FIRC Institute of Molecular Oncology, Milano, Italy
| | - Paolo Luraghi
- 1IFOM - the FIRC Institute of Molecular Oncology, Milano, Italy
| | | | | | - Salvatore Siena
- 3Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milano, Italy
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Corti G, Bartolini A, Crisafulli G, Novara L, Rospo G, Montone M, Negrino C, Mussolin B, Buscarino M, Isella C, Barault L, Siravegna G, Siena S, Marsoni S, Di Nicolantonio F, Medico E, Bardelli A. A Genomic Analysis Workflow for Colorectal Cancer Precision Oncology. Clin Colorectal Cancer 2019; 18:91-101.e3. [DOI: 10.1016/j.clcc.2019.02.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 02/26/2019] [Accepted: 02/27/2019] [Indexed: 12/18/2022]
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Siena S, Sartore-Bianchi A, Personeni N, Pietrantonio F, Germano G, Amatu A, Bonoldi E, Valtorta E, Barault L, Di Nicolantonio F, Siravegna G, Crisafulli G, Rimassa L, De Braud FG, Santoro A, Lazzari L, Luraghi P, Amirouchene-Angelozzi N, Bardelli A, Marsoni S. Pembrolizumab in MMR-proficient metastatic colorectal cancer pharmacologically primed to trigger dynamic hypermutation status: The ARETHUSA trial. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.tps2659] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
TPS2659 Background: Metastatic colorectal cancer (CRC) harbouring genetic defects in the mismatch-repair pathway (MMRd) presents with a high tumor mutational burden (TMB), and is highly sensitive to anti–programmed cell death protein 1 (PD-1) immune checkpoint inhibitors. We recently showed in preclinical models that the pharmacological treatment with temozolomide (TMZ) can induce the inactivation of MMR genes, and consequently the increase of TMB and immunogenic neoantigens, thus suggesting that TMZ could be used to prime MMR proficient (MMRp) tumors for response to checkpoint inhibitors. Accordingly, mCRC patients recruited in previous clinical trials where TMZ was administered, acquired alterations of MMR genes upon treatment and showed remarkable increase in TMB at disease progression (PD). We thus designed the ARETHUSA clinical trial to test whether a priming course with TMZ in patients can sensitize mCRC to the anti-PD1 inhibitor pembrolizumab. Methods: Arethusa (NCT03519412) is a 2-cohorts, phase II trial consisting of three different phases. In the SCREENING, 348 mCRC RAS-mutated patients will be tested for MMR status. MMRd patients will proceed directly to TRIAL for immediate pembrolizumab treatment (expected 14). MMR-proficient (MMRp) patients will be further tested for expression of O6-methylguanine-DNA methyltransferase (MGMT) by immunohistochemistry and by promoter methylation analysis. IHC-negative, promoter methylation-positive MMRp patients (expected 67) will enter in the PRIMING phase and will be treated with TMZ until PD. TMB will then be assessed on tumor biopsies at resistance. Those patients that will have > 20 mutations/megabase will proceed to TRIAL (expected 20) and will be treated with pembrolizumab. Overall response rate (primary outcome), Progression Free, and Overall Survival, and treatment related toxicities (secondary outcomes) in MMRp pembrolizumab-treated patients will be estimated., while the MMRd cohort will be used for comparison. Tissue biopsies, longitudinal blood and stool collection will be used for discovery of predictive molecular biomarkers and assessment of tumor evolution. Clinical trial information: NCT03519412.
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Affiliation(s)
- Salvatore Siena
- Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | | | | | | | | | - Alessio Amatu
- Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Emanuela Bonoldi
- Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Emanuele Valtorta
- Niguarda Cancer Center, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | | | | | - Giulia Siravegna
- Department of Oncology, University of Torino, Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Giovanni Crisafulli
- Department of Oncology, University of Torino, Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Lorenza Rimassa
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Clinical and Research Center, IRCCS, Rozzano, Italy
| | | | | | - Luca Lazzari
- IFOM - the FIRC Institute of Molecular Oncology, Milan, Italy
| | - Paolo Luraghi
- IFOM - the FIRC Institute of Molecular Oncology, Milan, Italy
| | | | | | - Silvia Marsoni
- IFOM - the FIRC Institute of Molecular Oncology, Milan, Italy
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Pietrantonio F, Lobefaro R, Antista M, Miceli R, Raimondi A, Lonardi S, Rimassa L, Saggio S, Capone I, Farina G, Longarini R, Mosconi S, Sartore-Bianchi A, Tomasello G, Perrone F, Barault L, Milione M, Di Nicolantonio F, Di Bartolomeo M, De Braud FG. A randomized phase II trial of second-line CAPTEM versus FOLFIRI in MGMT methylated, RAS mutated metastatic colorectal cancer (mCRC) patients. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.3509] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3509 Background: Overall response rate (ORR) to temozolomide (TMZ) is ∼10% in refractory mCRC pts with MGMT methylation detected by qualitative assays, e.g. methylation-specific PCR (MSP). ORR to irinotecan/FOLFIRI in second-line trials was 4-16%. The efficacy of TMZ may be improved by its combinatorial use in earlier lines and molecular selection beyond MSP. Lack of MGMT expression by immunohistochemistry (IHC) and high MGMT % methylation by MethylBEAMing (MB) are prognostic for higher ORR/PFS in TMZ-treated pts. Methods: This multicenter, randomized phase 2 trial investigated PFS superiority of second-line CAPTEM (Arm A: capecitabine 750 mg/sqm bid days1-14/TMZ 75 mg/sqm bid days10-14q28 days) over FOLFIRI (arm B) in RAS mutated mCRC pts with MGMT methylation centrally confirmed by MSP. Eligible pts: ECOG PS 0-1, measurable disease, failure of 1st-line oxaliplatin-based tx (or relapse within 6 mos from oxaliplatin-based adjuvant tx). Randomization was stratified by time from the start of oxaliplatin-based therapy to PD ( < /≥9 months); prior bevacizumab (yes/no). A one-sided log-rank test with a sample size of 82 pts (41 per arm) achieved 90% power at a 5% significance level to detect mPFS increase from 2 to 4 mos. Secondary endpoints: safety, QoL, OS, ORR. Exploratory endpoints: predictive value of MGMT IHC/MB. Results: From Nov 2014 to Feb 2019, 82 pts (arm A/B: 41/41) were enrolled in 18 Italian sites. Baseline characteristics (arm A/B): males 44/56%, median age 70/67, ECOG PS 0 54/51%, right-sidedness 37/39%, 1 metastatic site 44/34%, prior bevacizumab 68/66%, 1st-line PFS 9,4/10,2 months. At a median follow up of 26.6 mos, 70 PFS/46 OS events were collected. The mPFS was 3.6 vs 4.1 mos in arm A vs B (HR = 1.26;95%CI 0.78-2.02;p = 0.34) and mOS was 9.1 vs 14.2 mos (HR =1.08;95%CI 0.60-1.94;p = 0.79). ORR and DCR (arm A/B): 12/10% and 51/51%. Grade 3-4 adverse events: 15/44% (diarrhea 0/12%, stomatitis 0/7%, anemia 2/10%, neutropenia 2/22%, thrombocytopenia 7/0%). Neither MGMT IHC nor MB status were prognostic. MGMT IHC positive subgroup, arm A (n = 12) vs arm B (n = 22): mPFS, 2.0 vs 4.1 mos (HR = 2.06;95%CI 0.96-4.45;p = 0.06), mOS, 6.4 vs 10.6 mos (p = 0.78), ORR (0% vs 14%) and DCR (25% vs 55%;OR = 0.28;95%CI 0.06-1.31;p = 0.11). In MGMT IHC negative subgroup, no PFS/OS/ORR/DCR differences were noted between the two arms. P interaction IHCxArm: 0.171 for PFS, 0.917 for OS, 0.06 for DCR. Similar accuracy was achieved by MB. Conclusions: The use of TMZ should be explored by phase 3 trials enrolling MGMT IHC-negative +/- high MGMT % methylated mCRC. Clinical trial information: NCT02414009.
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Affiliation(s)
| | | | - Maria Antista
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Rosalba Miceli
- Department of Medical Statistics, Biometry, and Bioinformatics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alessandra Raimondi
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Lorenza Rimassa
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Clinical and Research Center, IRCCS, Rozzano, Italy
| | - Serena Saggio
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Iolanda Capone
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Gabriella Farina
- Dept. of Oncology ASST Fatebenefratelli - Sacco Hospital, P.O. Fatebenefratelli, Milan, Italy
| | | | - Stefania Mosconi
- Papa Giovanni XXIII Hospital, Department of Oncology and Hematology, Unit of Medical Oncology, Bergamo, Italy
| | | | | | - Federica Perrone
- Department of Pathology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Massimo Milione
- Fondazione IRCCS-Istituto Nazionale dei Tumori, Milan, Italy
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Reilly NM, Novara L, Di Nicolantonio F, Bardelli A. Exploiting DNA repair defects in colorectal cancer. Mol Oncol 2019; 13:681-700. [PMID: 30714316 PMCID: PMC6441925 DOI: 10.1002/1878-0261.12467] [Citation(s) in RCA: 79] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 01/11/2019] [Accepted: 01/19/2019] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancer (CRC) is the third leading cause of cancer‐related deaths worldwide. Therapies that take advantage of defects in DNA repair pathways have been explored in the context of breast, ovarian, and other tumor types, but not yet systematically in CRC. At present, only immune checkpoint blockade therapies have been FDA approved for use in mismatch repair‐deficient colorectal tumors. Here, we discuss how systematic identification of alterations in DNA repair genes could provide new therapeutic opportunities for CRCs. Analysis of The Cancer Genome Atlas Colon Adenocarcinoma (TCGA‐COAD) and Rectal Adenocarcinoma (TCGA‐READ) PanCancer Atlas datasets identified 141 (out of 528) cases with putative driver mutations in 29 genes associated with DNA damage response and repair, including the mismatch repair and homologous recombination pathways. Genetic defects in these pathways might confer repair‐deficient characteristics, such as genomic instability in the absence of homologous recombination, which can be exploited. For example, inhibitors of poly(ADP)‐ribose polymerase are effectively used to treat cancers that carry mutations in BRCA1 and/or BRCA2 and have shown promising results in CRC preclinical studies. HR deficiency can also occur in cells with no detectable BRCA1/BRCA2 mutations but exhibiting BRCA‐like phenotypes. DNA repair‐targeting therapies, such as ATR and CHK1 inhibitors (which are most effective against cancers carrying ATM mutations), can be used in combination with current genotoxic chemotherapies in CRCs to further improve therapy response. Finally, therapies that target alternative DNA repair mechanisms, such as thiopurines, also have the potential to confer increased sensitivity to current chemotherapy regimens, thus expanding the spectrum of therapy options and potentially improving clinical outcomes for CRC patients.
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Affiliation(s)
- Nicole M Reilly
- Fondazione Piemontese per la Ricerca sul Cancro ONLUS, Candiolo, Italy
| | - Luca Novara
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Federica Di Nicolantonio
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy.,Department of Oncology, University of Torino, Candiolo, Italy
| | - Alberto Bardelli
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy.,Department of Oncology, University of Torino, Candiolo, Italy
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Pietrantonio F, Di Nicolantonio F, Schrock AB, Lee J, Tejpar S, Sartore-Bianchi A, Hechtman JF, Christiansen J, Novara L, Tebbutt N, Fucà G, Antoniotti C, Kim ST, Murphy D, Berenato R, Morano F, Sun J, Min B, Stephens PJ, Chen M, Lazzari L, Miller VA, Shoemaker R, Amatu A, Milione M, Ross JS, Siena S, Bardelli A, Ali SM, Falcone A, de Braud F, Cremolini C. ALK, ROS1, and NTRK Rearrangements in Metastatic Colorectal Cancer. J Natl Cancer Inst 2019; 109:3860155. [PMID: 29370427 DOI: 10.1093/jnci/djx089] [Citation(s) in RCA: 157] [Impact Index Per Article: 31.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Accepted: 04/11/2017] [Indexed: 12/12/2022] Open
Abstract
Background ALK, ROS1, and NTRK fusions occur in 0.2% to 2.4% of colorectal cancers. Pioneer cases of metastatic colorectal cancer (mCRC) patients bearing rearrangements who benefited from anti-ALK, ROS, and TrkA-B-C therapies have been reported previously. Here we aimed at characterizing the clinical and molecular landscape of ALK, ROS1, and NTRK rearranged mCRC. Methods Clinical features and molecular characteristics of 27 mCRC patients bearing ALK, ROS1, and NTRK rearranged tumors were compared with those of a cohort of 319 patients not bearing rearrangements by means of Fisher's exact, χ2 test, or Mann-Whitney test as appropriate. Overall survival curves were estimated with the Kaplan-Meier method and compared using the log-rank test. A Cox proportional hazard model was adopted in the multivariable analysis. Deep molecular and immunophenotypic characterizations of rearranged cases, including those described in The Cancer Genome Atlas database, were performed. All statistical tests were two-sided. Results Closely recalling the "BRAF history," ALK, ROS1, and NTRK rearrangements more frequently occurred in elderly patients (P = .02) with right-sided tumors (P < .001) and node-spreading (P = .03), RAS wild-type (P < .001), and MSI-high (P < .001) cancers. All patients bearing ALK, ROS1, and NTRK fusions had shorter overall survival (15.6 months, 95% confidence interval [CI] = 0.0 to 20.4 months) than negative patients (33.7 months, 95% CI = 28.3 to 42.1 months), both in the univariate (hazard ratio [HR] = 2.17, 95% CI = 1.03 to 4.57, P < .001) and multivariable models (HR = 2.33, 95% CI = 1.10 to 4.95, P = .02). All four evaluable patients with rearrangements showed primary resistance to anti-epidermal growth factor receptor agents. Frequent association with potentially targetable RNF43 mutations was observed in MSI-high rearranged tumors. Conclusions ALK, ROS1, and NTRK rearrangements define a new rare subtype of mCRC with extremely poor prognosis. Primary tumor site, MSI-high, and RAS and BRAF wild-type status may help to identify patients bearing these alterations. While sensitivity to available treatments is limited, targeted strategies inhibiting ALK, ROS, and TrkA-B-C provided encouraging results.
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Affiliation(s)
- Filippo Pietrantonio
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, Candiolo, Italy.,Candiolo Cancer Institute-FPO, IRCCS, Candiolo, Italy
| | | | - Jeeyun Lee
- Samsung Medical Center, Sungkyunkwan University School of Medicine, Kangnamgu, Seoul, Korea
| | - Sabine Tejpar
- Molecular Digestive Oncology Unit, University Hospital Gasthuisberg, Leuven, Belgium
| | | | | | | | - Luca Novara
- Department of Oncology, University of Torino, Candiolo, Italy
| | | | - Giovanni Fucà
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Carlotta Antoniotti
- Azienda Ospedaliero, Universitaria Pisana, Pisa, Italy.,University of Pisa, Pisa, Italy
| | - Seung Tae Kim
- Samsung Medical Center, Sungkyunkwan University School of Medicine, Kangnamgu, Seoul, Korea
| | | | - Rosa Berenato
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Federica Morano
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - James Sun
- Foundation Medicine, Inc., Cambridge, MA
| | | | | | | | - Luca Lazzari
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Vincent A Miller
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Robert Shoemaker
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alessio Amatu
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Massimo Milione
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Jeffrey S Ross
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Salvatore Siena
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alberto Bardelli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Siraj M Ali
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alfredo Falcone
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Filippo de Braud
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Chiara Cremolini
- Azienda Ospedaliero, Universitaria Pisana, Pisa, Italy.,University of Pisa, Pisa, Italy
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Amodio V, Grmano G, Barault L, Lamba S, Rospo G, Magrì A, Maione F, Crisafulli G, Cancelliere C, Lerda G, Bartolini A, Siravegna G, Mussolin B, Frappolli R, Montone M, Randon G, Braud FD, Angelozzi NA, Marsoni S, D'Incalci M, Orlandi A, Giraudo E, Satore-Bianchi A, Siena S, Pietrantonio F, Nicolantonio FD, Bardelli A. Abstract B069: Temozolomide drives mismatch repair deficiency and fosters neoantigen generation in tumor cells. Cancer Immunol Res 2019. [DOI: 10.1158/2326-6074.cricimteatiaacr18-b069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The tumor mutational burden affects immune surveillance and is associated with response to immune checkpoint blockade. We recently reported that inactivation of the DNA mismatch repair (MMR) pathway in cancer cells increases the mutational burden and modifies the neoantigen landscapes of cancer cells leading to their increased recognition by the immune system. We designed a pharmacologic screening to identify FDA-approved drugs capable of differentially affecting cancer cells MMR proficient and deficient. MMR-deficienT-cells displayed lower sensitivity to the alkylating agent Temozolomide (TMZ) and to the antimetabolite 6-Thioguanine (6-TG). Cells lacking key elements of the MMR pathway such as MutL homolog1, MutS homolog2 (MSH2) or MutS homolog 6 (MSH6), displayed an increased resistance to both TMZ and 6-TG. Next we treated two mouse colorectal cancer cell lines (MC38 and CT26) with TMZ until resistant populations emerged. MC38 cells acquired TMZ resistance through inactivation of the MMR pathway. Bioinformatic analysis revealed that these cells had higher numbers of neoantigens compared to parental cells. Importantly, when MC38 MMRd cells were injected in syngeneic mice, they were unable to form tumors. On the contrary, CT26 cells that acquired TMZ-resistance through other mechanisms, efficiently formed tumors in mice. Therefore, TMZ-induced MMR inactivation, and not TMZ treatment per se, triggered immune surveillance. To assess whether results obtained in mouse cancer models might translate to human disease, we tested TMZ in 47 molecularly annotated colorectal cancer (CRC) cancer cell lines. Only MMR-proficienT-cells and cells in which O6-methylguanine-DNA- methyltransferase (MGMT, the enzyme responsible for repairing the DNA adducts formed by TMZ) was not expressed were sensible to TMZ. Ten sensitive cell lines were chronically treated with TMZ until resistant populations emerged; we found that MGMT re-expression and loss of MMR genes were the main mechanisms of acquired resistance. In agreement with in vitro observations, analysis of biopsies from eight patients relapsing upon TMZ-based therapeutic regimens revealed MGMT re-expression (5 patients) and MMR genes mutations (i.e., MSH2 or MSH6) as main resistance mechanism. In both cell lines and biopsies, MMR inactivation led to increased mutational load and, consequently, to higher levels of predicted neo-antigens, suggesting an augmented immunogenicity. These preclinical data led to the clinical trial Arethusa (NCT03519412; https://clinicaltrials.gov/ct2/show/NCT03519412). Within Arethusa MMR-proficient patients will be tested for (MGMT) expression (IHC) and then for MGMT promoter methylation. MGMT negative patients will be treated with temozolomide (TMZ). Patients progressing under temozolomide will be tested for tumor mutational burden (TMB) and proceed to pembrolizumab if TMB is > 20 mutations/Mb. The primary study hypothesis is that tumors with acquired resistance to temozolomide might become hypermutated and could be sensitive to the anti PD-1 antibody, pembrolizumab.
Citation Format: Vito Amodio, Giovanni Grmano, Ludovic Barault, Simona Lamba, Giuseppe Rospo, Alessandro Magrì, Federica Maione, Giovanni Crisafulli, Carlotta Cancelliere, Giulia Lerda, Alice Bartolini, Giulia Siravegna, Benedetta Mussolin, Roberta Frappolli, Monica Montone, Giovanni Randon, Filippo de Braud, Nabil Amirouchene Angelozzi, Silvia Marsoni, Maurizio D'Incalci, Armando Orlandi, Enrico Giraudo, Andrea Satore-Bianchi, Salvatore Siena, Filippo Pietrantonio, Federica Di Nicolantonio, Alberto Bardelli. Temozolomide drives mismatch repair deficiency and fosters neoantigen generation in tumor cells [abstract]. In: Proceedings of the Fourth CRI-CIMT-EATI-AACR International Cancer Immunotherapy Conference: Translating Science into Survival; Sept 30-Oct 3, 2018; New York, NY. Philadelphia (PA): AACR; Cancer Immunol Res 2019;7(2 Suppl):Abstract nr B069.
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Affiliation(s)
- Vito Amodio
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Giovanni Grmano
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Ludovic Barault
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Simona Lamba
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Giuseppe Rospo
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Alessandro Magrì
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Federica Maione
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Giovanni Crisafulli
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Carlotta Cancelliere
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Giulia Lerda
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Alice Bartolini
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Giulia Siravegna
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Benedetta Mussolin
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Roberta Frappolli
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Monica Montone
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Giovanni Randon
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Filippo de Braud
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Nabil Amirouchene Angelozzi
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Silvia Marsoni
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Maurizio D'Incalci
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Armando Orlandi
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Enrico Giraudo
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Andrea Satore-Bianchi
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Salvatore Siena
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Filippo Pietrantonio
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Federica Di Nicolantonio
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Alberto Bardelli
- University of Turin, Candiolo, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy; IRCCS-Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy; Istituto Nazionale Tumori, Milan, Italy; IFOM, Milan, Italy; Policlinico Universitario Agostino Gemelli, Rome, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
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Schwartz S, Szeto C, Tian Y, Cecchi F, Corallo S, Calegari MA, Di Bartolomeo M, Morano F, Raimondi A, Fucà G, Martinetti A, De Pascalis I, Martini M, Belfiore A, Milione M, Orlandi A, Barault L, Barone C, de Braud F, Di Nicolantonio F, Benz S, Hembrough T, Pietrantonio F. Refining the selection of patients with metastatic colorectal cancer for treatment with temozolomide using proteomic analysis of O6-methylguanine-DNA-methyltransferase. Eur J Cancer 2019; 107:164-174. [DOI: 10.1016/j.ejca.2018.11.016] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 11/08/2018] [Accepted: 11/11/2018] [Indexed: 12/21/2022]
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Barault L, Amatu A, Siravegna G, Ponzetti A, Moran S, Cassingena A, Mussolin B, Falcomatà C, Binder A, Cristiano C, Oddo D, Cancelliere C, Bustreo S, Bencardino K, Maden S, Vanzati A, Zavattari P, Truini M, Grady WM, Racca P, Michels KB, Siena S, Esteller M, Bardelli A, Sartore-Bianchi A, Di Nicolantonio F, Sartore-Bianchi A, Di Nicolantonio F. Discovery of methylated circulating DNA biomarkers for comprehensive non-invasive monitoring of treatment response in metastatic colorectal cancer. Gut 2018; 67:1995-2005. [PMID: 28982739 PMCID: PMC5897187 DOI: 10.1136/gutjnl-2016-313372] [Citation(s) in RCA: 146] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Revised: 08/18/2017] [Accepted: 08/21/2017] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Mutations in cell-free circulating DNA (cfDNA) have been studied for tracking disease relapse in colorectal cancer (CRC). This approach requires personalised assay design due to the lack of universally mutated genes. In contrast, early methylation alterations are restricted to defined genomic loci allowing comprehensive assay design for population studies. Our objective was to identify cancer-specific methylated biomarkers which could be measured longitudinally in cfDNA (liquid biopsy) to monitor therapeutic outcome in patients with metastatic CRC (mCRC). DESIGN Genome-wide methylation microarrays of CRC cell lines (n=149) identified five cancer-specific methylated loci (EYA4, GRIA4, ITGA4, MAP3K14-AS1, MSC). Digital PCR assays were employed to measure methylation of these genes in tumour tissue DNA (n=82) and cfDNA from patients with mCRC (n=182). Plasma longitudinal assessment was performed in a patient subset treated with chemotherapy or targeted therapy. RESULTS Methylation in at least one marker was detected in all tumour tissue samples and in 156 mCRC patient cfDNA samples (85.7%). Plasma marker prevalence was 71.4% for EYA4, 68.5% for GRIA4, 69.7% for ITGA4, 69.1% for MAP3K14-AS1% and 65.1% for MSC. Dynamics of methylation markers was not affected by treatment type and correlated with objective tumour response and progression-free survival. CONCLUSION This five-gene methylation panel can be used to circumvent the absence of patient-specific mutations for monitoring tumour burden dynamics in liquid biopsy under different therapeutic regimens. This method might be proposed for assessing pharmacodynamics in clinical trials or when conventional imaging has limitations.
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Affiliation(s)
- Ludovic Barault
- Department of Oncology, University of Torino, SP 142 km 3.95, 10060 Candiolo (TO), Italy,Candiolo Cancer Institute-FPO, IRCCS, SP 142 km 3.95, 10060 Candiolo (TO), Italy,Corresponding authors: Ludovic Barault, PhD or Dr Federica Di Nicolantonio, PhD, Department of Oncology, University of Torino, Candiolo Cancer Institute – FPO, IRCCS, Strada Provinciale 142, Km 3.95, 10060 Candiolo, Torino, Italy, Phone: +39-011-9933523, Fax: +39-011-9933225, (; )
| | - Alessio Amatu
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Giulia Siravegna
- Department of Oncology, University of Torino, SP 142 km 3.95, 10060 Candiolo (TO), Italy,Candiolo Cancer Institute-FPO, IRCCS, SP 142 km 3.95, 10060 Candiolo (TO), Italy,FIRC Institute of Molecular Oncology (IFOM), Milano, Italy
| | - Agostino Ponzetti
- Colorectal Cancer Unit, Medical Oncology Division 1, AOU Città della Salute e della Scienza, San Giovanni Battista Hospital, Turin, Italy
| | - Sebastian Moran
- Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute, L’Hospitalet, Barcelona, Catalonia, Spain
| | - Andrea Cassingena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Benedetta Mussolin
- Candiolo Cancer Institute-FPO, IRCCS, SP 142 km 3.95, 10060 Candiolo (TO), Italy
| | - Chiara Falcomatà
- Department of Oncology, University of Torino, SP 142 km 3.95, 10060 Candiolo (TO), Italy,Candiolo Cancer Institute-FPO, IRCCS, SP 142 km 3.95, 10060 Candiolo (TO), Italy
| | - Alexandra Binder
- Department of Epidemiology, Fielding School of Public Health, University of California Los Angeles, Los Angeles, California, USA
| | - Carmen Cristiano
- Colorectal Cancer Unit, Medical Oncology Division 1, AOU Città della Salute e della Scienza, San Giovanni Battista Hospital, Turin, Italy
| | - Daniele Oddo
- Department of Oncology, University of Torino, SP 142 km 3.95, 10060 Candiolo (TO), Italy,Candiolo Cancer Institute-FPO, IRCCS, SP 142 km 3.95, 10060 Candiolo (TO), Italy
| | - Carlotta Cancelliere
- Department of Oncology, University of Torino, SP 142 km 3.95, 10060 Candiolo (TO), Italy,Candiolo Cancer Institute-FPO, IRCCS, SP 142 km 3.95, 10060 Candiolo (TO), Italy
| | - Sara Bustreo
- Colorectal Cancer Unit, Medical Oncology Division 1, AOU Città della Salute e della Scienza, San Giovanni Battista Hospital, Turin, Italy
| | - Katia Bencardino
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Sean Maden
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Alice Vanzati
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Patrizia Zavattari
- Unit of Biology and Genetics, Dept. Biomedical Sciences, University of Cagliari, Italy
| | - Mauro Truini
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - William M. Grady
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA,Department of Medicine, University of Washington School of Medicine, Seattle, WA
| | - Patrizia Racca
- Colorectal Cancer Unit, Medical Oncology Division 1, AOU Città della Salute e della Scienza, San Giovanni Battista Hospital, Turin, Italy
| | - Karin B. Michels
- Department of Epidemiology, Fielding School of Public Health, University of California Los Angeles, Los Angeles, California, USA
| | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy,Università degli Studi di Milano, Milan, Italy
| | - Manel Esteller
- Colorectal Cancer Unit, Medical Oncology Division 1, AOU Città della Salute e della Scienza, San Giovanni Battista Hospital, Turin, Italy,Department of Physiological Sciences II, School of Medicine, University of Barcelona, Barcelona, Catalonia, Spain,Institucio Catalana de Recerca i Estudis Avançats, Barcelona, Catalonia, Spain
| | - Alberto Bardelli
- Department of Oncology, University of Torino, SP 142 km 3.95, 10060 Candiolo (TO), Italy,Candiolo Cancer Institute-FPO, IRCCS, SP 142 km 3.95, 10060 Candiolo (TO), Italy
| | | | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, SP 142 km 3.95, 10060 Candiolo (TO), Italy,Candiolo Cancer Institute-FPO, IRCCS, SP 142 km 3.95, 10060 Candiolo (TO), Italy,Corresponding authors: Ludovic Barault, PhD or Dr Federica Di Nicolantonio, PhD, Department of Oncology, University of Torino, Candiolo Cancer Institute – FPO, IRCCS, Strada Provinciale 142, Km 3.95, 10060 Candiolo, Torino, Italy, Phone: +39-011-9933523, Fax: +39-011-9933225, (; )
| | | | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, Torino, Italy.,Candiolo Cancer Institute-FPO, IRCCS, Candiolo, Italy
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47
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Rizzolio S, Cagnoni G, Battistini C, Bonelli S, Isella C, Van Ginderachter JA, Bernards R, Di Nicolantonio F, Giordano S, Tamagnone L. Neuropilin-1 upregulation elicits adaptive resistance to oncogene-targeted therapies. J Clin Invest 2018; 128:3976-3990. [PMID: 29953416 DOI: 10.1172/jci99257] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Accepted: 06/22/2018] [Indexed: 12/14/2022] Open
Abstract
Cancer cell dependence on activated oncogenes is therapeutically targeted, but acquired resistance is virtually unavoidable. Here we show that the treatment of addicted melanoma cells with BRAF inhibitors, and of breast cancer cells with HER2-targeted drugs, led to an adaptive rise in neuropilin-1 (NRP1) expression, which is crucial for the onset of acquired resistance to therapy. Moreover, NRP1 levels dictated the efficacy of MET oncogene inhibitors in addicted stomach and lung carcinoma cells. Mechanistically, NRP1 induced a JNK-dependent signaling cascade leading to the upregulation of alternative effector kinases EGFR or IGF1R, which in turn sustained cancer cell growth and mediated acquired resistance to BRAF, HER2, or MET inhibitors. Notably, the combination with NRP1-interfering molecules improved the efficacy of oncogene-targeted drugs and prevented or even reversed the onset of resistance in cancer cells and tumor models. Our study provides the rationale for targeting the NRP1-dependent upregulation of tyrosine kinases, which are responsible for loss of responsiveness to oncogene-targeted therapies.
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Affiliation(s)
- Sabrina Rizzolio
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, Italy.,Oncology Department, University of Torino, Turin, Italy
| | - Gabriella Cagnoni
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, Italy.,Oncology Department, University of Torino, Turin, Italy
| | - Chiara Battistini
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, Italy.,Oncology Department, University of Torino, Turin, Italy
| | - Stefano Bonelli
- Myeloid Cell Immunology Lab, VIB Center for Inflammation Research, Brussels, Belgium.,Lab of Cellular and Molecular Immunology, Vrije Universiteit Brussel, Brussels, Belgium
| | - Claudio Isella
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, Italy.,Oncology Department, University of Torino, Turin, Italy
| | - Jo A Van Ginderachter
- Myeloid Cell Immunology Lab, VIB Center for Inflammation Research, Brussels, Belgium.,Lab of Cellular and Molecular Immunology, Vrije Universiteit Brussel, Brussels, Belgium
| | - René Bernards
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Federica Di Nicolantonio
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, Italy.,Oncology Department, University of Torino, Turin, Italy
| | - Silvia Giordano
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, Italy.,Oncology Department, University of Torino, Turin, Italy
| | - Luca Tamagnone
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, Italy.,Oncology Department, University of Torino, Turin, Italy
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48
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Siravegna G, Lazzari L, Crisafulli G, Sartore-Bianchi A, Mussolin B, Cassingena A, Martino C, Lanman RB, Nagy RJ, Fairclough S, Rospo G, Corti G, Bartolini A, Arcella P, Montone M, Lodi F, Lorenzato A, Vanzati A, Valtorta E, Cappello G, Bertotti A, Lonardi S, Zagonel V, Leone F, Russo M, Balsamo A, Truini M, Di Nicolantonio F, Amatu A, Bonazzina E, Ghezzi S, Regge D, Vanzulli A, Trusolino L, Siena S, Marsoni S, Bardelli A. Radiologic and Genomic Evolution of Individual Metastases during HER2 Blockade in Colorectal Cancer. Cancer Cell 2018; 34:148-162.e7. [PMID: 29990497 DOI: 10.1016/j.ccell.2018.06.004] [Citation(s) in RCA: 101] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2018] [Revised: 04/18/2018] [Accepted: 06/07/2018] [Indexed: 02/07/2023]
Abstract
Targeting HER2 is effective in 24% of ERBB2 amplified metastatic colorectal cancer; however, secondary resistance occurs in most of the cases. We studied the evolution of individual metastases during treatment to discover spatially resolved determinants of resistance. Circulating tumor DNA (ctDNA) analysis identified alterations associated with resistance in the majority of refractory patients. ctDNA profiles and lesion-specific radiographic reports revealed organ- or metastasis-private evolutionary patterns. When radiologic assessments documented progressive disease in target lesions, response to HER2 blockade was retained in other metastases. Genomic and functional analyses on samples and cell models from eight metastases of a patient co-recruited to a postmortem study unveiled lesion-specific evolutionary trees and pharmacologic vulnerabilities. Lesion size and contribution of distinct metastases to plasma ctDNA were correlated.
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Affiliation(s)
| | - Luca Lazzari
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, TO, Italy; FIRC Institute of Molecular Oncology (IFOM), Milan, Italy; Department of Oncology, University of Torino, Candiolo, TO 10060, Italy
| | - Giovanni Crisafulli
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, TO, Italy; Department of Oncology, University of Torino, Candiolo, TO 10060, Italy
| | | | | | - Andrea Cassingena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan 20162, Italy
| | - Cosimo Martino
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, TO, Italy
| | | | | | | | - Giuseppe Rospo
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, TO, Italy
| | - Giorgio Corti
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, TO, Italy
| | | | - Pamela Arcella
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, TO, Italy
| | - Monica Montone
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, TO, Italy
| | - Francesca Lodi
- Department of Oncology, University of Torino, Candiolo, TO 10060, Italy
| | | | - Alice Vanzati
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan 20162, Italy
| | - Emanuele Valtorta
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan 20162, Italy
| | | | - Andrea Bertotti
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, TO, Italy; Department of Oncology, University of Torino, Candiolo, TO 10060, Italy
| | - Sara Lonardi
- Istituto Oncologico Veneto - IRCCS, Oncologia Medica 1, Padova 35128, Italy
| | - Vittorina Zagonel
- Istituto Oncologico Veneto - IRCCS, Oncologia Medica 1, Padova 35128, Italy
| | - Francesco Leone
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, TO, Italy; Department of Oncology, University of Torino, Candiolo, TO 10060, Italy
| | | | | | - Mauro Truini
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan 20162, Italy
| | - Federica Di Nicolantonio
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, TO, Italy; Department of Oncology, University of Torino, Candiolo, TO 10060, Italy
| | - Alessio Amatu
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan 20162, Italy
| | - Erica Bonazzina
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan 20162, Italy
| | - Silvia Ghezzi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan 20162, Italy
| | - Daniele Regge
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, TO, Italy
| | - Angelo Vanzulli
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan 20162, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan 20122, Italy
| | - Livio Trusolino
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, TO, Italy; Department of Oncology, University of Torino, Candiolo, TO 10060, Italy
| | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan 20162, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan 20122, Italy
| | - Silvia Marsoni
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, TO, Italy; FIRC Institute of Molecular Oncology (IFOM), Milan, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan 20162, Italy
| | - Alberto Bardelli
- Candiolo Cancer Institute-FPO, IRCCS, Candiolo, TO, Italy; Department of Oncology, University of Torino, Candiolo, TO 10060, Italy.
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49
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Morano F, Corallo S, Barault L, Niger M, Berenato R, Moretto R, Fucà G, Randon G, Antista M, Belfiore A, Raimondi A, Nichetti F, Vita F, Perrone F, Milione M, Pruneri G, Falcone A, Bartolomeo MD, Nicolantonio FD, Braud FD, Cremolini C, Pietrantonio F. Abstract CT095: Temozolomide and irinotecan (TEMIRI regimen) as salvage treatment of irinotecan-sensitive advanced colorectal cancer patients (pts) bearing MGMT methylation. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-ct095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Backgroud
Metastatic colorectal cancer (mCRC) pts bearing promoter methylation of the DNA repair gene, O-6-methylguanine-DNA methyltransferase (MGMT), are suitable for treatment with temozolomide (TMZ) with an expected response rate up to 10% even in the chemorefractory setting. Additionally, the reintroduction of a previously used chemoterapeutic agent with potentially retained sensitivity is often used. We hypothesized that the combination of irinotecan, another DNA damaging agent, and TMZ (TEMIRI regimen) in pts with irinotecan-sensitive, MGMT methylated, microsatellite stable (MSS) mCRC may be a novel treatment approach.
Methods
Pts with mCRC bearing MGMT methylation were identified in two Italian institutions. Key inclusions criteria were: MSS mCRC, progression after at least two prior chemotherapy lines for advanced disease, irinotecan free interval (IFI) ≥ 3 months, as defined by the time elapsed from the last irinotecan-based regimen and the time of progressive disease. MGMT promoter methylation and MSS status were confirmed centrally. Eligible pts received a maximum of 6 cycles of TEMIRI regimen (TMZ 150mg/sqm on days 1-5 plus irinotecan 100mg/sqm on days1,15 every 28 days) followed by maintenance with single-agent TMZ until progression, unacceptable toxicity or consent withdrawal. Primary endpoint of the study was overall response rate (ORR). Setting p0 = 10%, and p1 = 35%, with 1-sided-α and β errors of 0.05 and 0.20, 25 patients were required. Null hypothesis would have been rejected if RECIST response had been observed in at least 6 patients. Exploratory endpoints included the correlation of activity/efficacy parameters with biomarkers, including MGMT immunohistochemistry (IHC) and MethylBEAMing (MB).
Results
Twenty-five pts were enrolled between December 2014 and June 2017. Seventeen pts (68%) had extensive metastatic disease. The majority of pts was heavily pretreated: 68% received more than 3 lines of therapy. Median IFI was 6.8 months. The primary endpoint was met: partial responses (PR) according to RECIST v1.1 were detected in six out of 25 patients (ORR 24%, 95% CI, 11%-43%). Median progression free survival (PFS) and overall survival (OS) were of 4.4 and 13.8 months, respectively. Treatment was well tolerated with neutropenia being the most common G3-G4 adverse event (8%) followed by diarrhea (4%). MGMT IHC had a negative predictive value of 100% as all pts whose cancer was MGMT-positive were non-responders. Additionally, pts with MGMT-negative/low tumors had a significantly longer mPFS than those with MGMT-positive ones (6.9 versus 2.0 months; HR=0.29, 95%CI, 0.02-0.41; p=0.003) while no significant difference in OS was observed (17.3 versus 13.8 months; HR=0.56, 95%CI: 0.13-1.85; p=0.303). Similarly, patients with methylation percentage ≥63 by MB had a significantly longer mPFS than others (6.6 versus 3.8 months; HR=0.46, 95% CI, 0.13-0.95; p=0.049), with no OS differences (15.5 versus 12.7 months; HR=0.75, 95% CI 0.24-2.11; p=0.327).
Conclusions
Given the disappointing results of the available treatments in the chemorefractory setting, TEMIRI regimen is a safe and promising approach for pretreated MGMT-methylated, MSS mCRC pts
Citation Format: Federica Morano, Salvatore Corallo, Ludovic Barault, Monica Niger, Rosa Berenato, Roberto Moretto, Giovanni Fucà, Giovanni Randon, Maria Antista, Antonino Belfiore, Alessandra Raimondi, Federico Nichetti, Francesca Vita, Federica Perrone, Massimo Milione, Giancarlo Pruneri, Alfredo Falcone, Maria Di Bartolomeo, Federica Di Nicolantonio, Filippo De Braud, Chiara Cremolini, Filippo Pietrantonio. Temozolomide and irinotecan (TEMIRI regimen) as salvage treatment of irinotecan-sensitive advanced colorectal cancer patients (pts) bearing MGMT methylation [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr CT095.
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Affiliation(s)
| | | | | | - Monica Niger
- 1Fondazione Irccs - Istituto Tumori, Milan, Italy
| | | | - Roberto Moretto
- 3Azienda Ospedaliera-Universitaria Pisana, University of Pisa, Pisa, Italy
| | | | | | | | | | | | | | | | | | | | | | - Alfredo Falcone
- 3Azienda Ospedaliera-Universitaria Pisana, University of Pisa, Pisa, Italy
| | | | | | | | - Chiara Cremolini
- 3Azienda Ospedaliera-Universitaria Pisana, University of Pisa, Pisa, Italy
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50
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Comunanza V, Martin V, Doronzo G, Nicolantonio FD, Sangiolo D, Bussolino F. Abstract 1015: Dual BRAF and VEGFA targeting in melanoma elicits antitumor immune response that is enhanced by PD-1 blockade. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-1015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The introduction of BRAF inhibitors (BRAFi) has improved response rate and overall survival of metastatic melanoma patients compared to standard chemotherapy. However, acquired drug resistance occurs in nearly all patients. The comprehension of cellular and molecular mechanisms underlying BRAF inhibitor resistance could help to identify novel actionable pathways in the treatment of BRAF dependent tumors.VEGFA is an attractive target for combinatorial cancer therapy and we have recently demonstrated that targeting VEGFA in melanoma and CRC xenografts could enhance the antitumor effect of BRAFi by normalizing the tumor vasculature, recruiting M1 macrophages and inducing a remodeling of the extracellular matrix characterized by a reduction in collagen I and in cancer-associated fibroblasts. While the previous proof of concept was obtained within an immunodeficient model, here we investigated the therapeutic effect of VEGFA targeting in association with PLX4720 (BRAFi) in a dedicated immunocompetent model. D4M cells, a BRAFV600E-mutant melanoma murine cell line, were subcutaneously injected in syngeneic C57BL/6J mice. We demonstrated that the association of BRAFi with DC101 (antibody anti VEGFR2) had a weak activity while we observed a synergistic antitumor effect when combined with B20 (murine anti-VEGFA neutralizing antibody). Although targeted inhibition of either BRAF or VEGFA delayed tumor growth, only combined inhibition of both pathways could induce regression of initial tumor size, with an evident apoptotic effect, and delayed the onset of acquired resistance to BRAF target therapy. Since VEGFA has a well characterized tumor immune-suppressive role, we further investigated whether contrasting VEGFA along with simultaneous BRAF inhibition could modulate both innate and adaptive immunity. Both flow cytometry and immunofluorescence analysis of tumors demonstrated that the combinatorial regimen activates the host immune system, inducing the tumor infiltration by cytotoxic CD8+ lymphocytes, macrophages with tumor suppressive features and NK cells. Moreover, the association between BRAF targeting and VEGFA removal reduced the number of circulating CD11b+Ly6ClowLy6G+ polymorphonuclear MDSCs (PMN-MDSCs). Based on this observation, we hypothesized that the therapeutic effect obtained by the simultaneous VEGFA blockade and BRAFi could be further exploited as a favorable platform for the association with immune-checkpoint inhibitor targeting PD-1. Although the addition of anti-PD-1 antibody improved the antitumor activity of either PLX4720 or B20, we observed striking tumor volume regression only when combining PD-1 blockade with dual BRAF and VEGFA inhibition. Our results offer the rationale for novel combinatorial approaches including co-targeting of signaling molecules, tumor angiogenesis and immune system.
Citation Format: Valentina Comunanza, Valentina Martin, Gabriella Doronzo, Federica Di Nicolantonio, Dario Sangiolo, Federico Bussolino. Dual BRAF and VEGFA targeting in melanoma elicits antitumor immune response that is enhanced by PD-1 blockade [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 1015.
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Affiliation(s)
- Valentina Comunanza
- 1University of Torino and Candiolo Cancer Institute-FPO, IRCCS, Candiolo, Italy
| | | | - Gabriella Doronzo
- 1University of Torino and Candiolo Cancer Institute-FPO, IRCCS, Candiolo, Italy
| | | | - Dario Sangiolo
- 1University of Torino and Candiolo Cancer Institute-FPO, IRCCS, Candiolo, Italy
| | - Federico Bussolino
- 1University of Torino and Candiolo Cancer Institute-FPO, IRCCS, Candiolo, Italy
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