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Hedayat S, Cascione L, Cunningham D, Schirripa M, Lampis A, Hahne JC, Tunariu N, Hong SP, Marchetti S, Khan K, Fontana E, Angerilli V, Delrieux M, Nava Rodrigues D, Procaccio L, Rao S, Watkins D, Starling N, Chau I, Braconi C, Fotiadis N, Begum R, Guppy N, Howell L, Valenti M, Cribbes S, Kolozsvari B, Kirkin V, Lonardi S, Ghidini M, Passalacqua R, Elghadi R, Magnani L, Pinato DJ, Di Maggio F, Ghelardi F, Sottotetti E, Vetere G, Ciraci P, Vlachogiannis G, Pietrantonio F, Cremolini C, Cortellini A, Loupakis F, Fassan M, Valeri N. Circulating microRNA analysis in a prospective co-clinical trial identifies MIR652-3p as a response biomarker and driver of regorafenib resistance mechanisms in colorectal cancer. Clin Cancer Res 2024:734699. [PMID: 38376926 DOI: 10.1158/1078-0432.ccr-23-2748] [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] [Received: 10/16/2023] [Revised: 02/15/2024] [Accepted: 02/16/2024] [Indexed: 02/21/2024]
Abstract
BACKGROUND The multi-kinase inhibitor regorafenib has demonstrated efficacy in chemo-refractory metastatic colorectal cancer (mCRC) patients. However, lack of predictive biomarkers and concerns over significant toxicities hamper the use of regorafenib in clinical practice. METHODS Serial liquid biopsies were obtained at baseline and monthly until disease progression in chemo-refractory mCRC patients treated with regorafenib in a phase II clinical trial (PROSPECT-R n=40; NCT03010722) and in a multicentric validation cohort (n=241). Tissue biopsies collected at baseline, after 2 months and at progression in the PROSPECT-R trial were used to establish Patient-Derived Organoids (PDOs) and for molecular analyses. MicroRNA profiling was performed on baseline bloods using the NanoString nCounter platform and results were validated by digital droplet PCR and/or In Situ Hybridization in paired liquid and tissue biopsies. PDOs co-cultures and PDO-xenotransplants were generated for functional analyses. RESULTS Large-scale microRNA expression analysis in longitudinal matched liquid and tissue biopsies from the PROSPECT-R trial identified MIR652-3p as a biomarker of clinical benefit to regorafenib. These findings were confirmed in an independent validation cohort and in a "control" group of 100 patients treated with lonsurf. Using ex vivo co-culture assays paired with single-cell RNA-sequencing of PDO established pre- and post-treatment, we modelled regorafenib response observed in vivo and in patients, and showed that MIR652-3p controls resistance to regorafenib by impairing regorafenib-induced lethal autophagy and by orchestrating the switch from neo-angiogenesis to vessel co-option. CONCLUSIONS Our results identify MIR652-3p as potential biomarker and as a driver of cell and non-cell autonomous mechanisms of resistance to regorafenib.
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Affiliation(s)
| | - Luciano Cascione
- IOR - Institute of Oncology Research, Bellinzona, Ticino, Switzerland
| | | | - Marta Schirripa
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, United States
| | - Andrea Lampis
- Institute of Cancer Research, Sutton, United Kingdom
| | - Jens C Hahne
- Institute of Cancer Research, Sutton, United Kingdom
| | | | - Sung Pil Hong
- Yonsei University College of Medicine, Seoul, Korea (South), Republic of
| | | | - Khurum Khan
- Institute of Cancer Research, Sutton, United Kingdom
| | - Elisa Fontana
- Sarah Cannon Research Institute, London, London, United Kingdom
| | | | - Mia Delrieux
- Institute of Cancer Research, Sutton, United Kingdom
| | | | | | - Sheela Rao
- Royal Marsden NHS Foundation Trust, Sutton, Surrey, United Kingdom
| | | | | | - Ian Chau
- Royal Marsden Hospital, Sutton, Surrey, United Kingdom
| | | | | | - Ruwaida Begum
- Royal Marsden NHS Foundation Trust, London and Surrey, United Kingdom
| | - Naomi Guppy
- Institute of Cancer Research, London, United Kingdom
| | - Louise Howell
- Institute of Cancer Research, Sutton, Surrey, United Kingdom
| | | | | | | | | | - Sara Lonardi
- Veneto Institute of Oncology, IOV-IRCCS, Padua, Italy
| | | | | | | | - Luca Magnani
- Institute of Cancer Research, London, United Kingdom
| | | | | | | | | | | | - Paolo Ciraci
- Azienda Ospedaliera Universitaria Pisana, Pisa, Italy
| | | | | | | | | | | | | | - Nicola Valeri
- Institute of Cancer Research, Sutton, London, United Kingdom
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Grillo F, Angerilli V, Parente P, Vanoli A, Luchini C, Sciallero S, Puccini A, Bergamo F, Lonardi S, Valeri N, Mastracci L, Fassan M. Correction to: Prevalence and type of MMR expression heterogeneity in colorectal adenocarcinoma: therapeutic implications and reporting. Virchows Arch 2024:10.1007/s00428-024-03733-8. [PMID: 38231403 DOI: 10.1007/s00428-024-03733-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2024]
Affiliation(s)
- Federica Grillo
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- Department of Surgical Sciences and Integrated Diagnostics (DISC), Anatomic Pathology, University of Genova, Genoa, Italy
| | - Valentina Angerilli
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | - Paola Parente
- Fondazione IRCCS Ospedale Casa Sollievo della Sofferenza, Unit of Pathology, San Giovanni Rotondo, Italy
| | - Alessandro Vanoli
- Department of Molecular Medicine, Anatomic Pathology Unit, University of Pavia, Pavia, Italy
- Fondazione IRCCS San Matteo Hospital, Pavia, Italy
| | - Claudio Luchini
- Department of Diagnostics and Public Health, Section of Pathology, University of Verona, Verona, Italy
- ARC-Net Research Center for Applied Research on Cancer, University of Verona, Verona, Italy
| | - Stefania Sciallero
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Alberto Puccini
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Humanitas Cancer Center, Rozzano, Milan, Italy
| | | | - Sara Lonardi
- Veneto Institute of Oncology, IOV - IRCCS, Padua, Italy
| | - Nicola Valeri
- Centre for Molecular Pathology, the Institute of Cancer Research, Sutton, UK
| | - Luca Mastracci
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- Department of Surgical Sciences and Integrated Diagnostics (DISC), Anatomic Pathology, University of Genova, Genoa, Italy
| | - Matteo Fassan
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy.
- Veneto Institute of Oncology, IOV - IRCCS, Padua, Italy.
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Grillo F, Angerilli V, Parente P, Vanoli A, Luchini C, Sciallero S, Puccini A, Bergamo F, Lonardi S, Valeri N, Mastracci L, Fassan M. Prevalence and type of MMR expression heterogeneity in colorectal adenocarcinoma: therapeutic implications and reporting. Virchows Arch 2023:10.1007/s00428-023-03726-z. [PMID: 38141133 DOI: 10.1007/s00428-023-03726-z] [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: 09/27/2023] [Revised: 12/14/2023] [Accepted: 12/18/2023] [Indexed: 12/24/2023]
Abstract
Mismatch repair (MMR) immunohistochemical (IHC) evaluation has entered pathology routine practice as the first-line screening method to identify patients with MMR deficient (MMRd)/microsatellite instability (MSI) colorectal cancer (CRC), and its misdiagnosis may significantly impact the personalization of CRC patient care. To determine the prevalence of MMR protein intratumor heterogeneity in real-world practice, we collected a series of 8282 CRCs tested for MMR proteins in the setting of Lynch syndrome universal screening. Four heterogenous cases were also investigated for tumor infiltrating lymphocytes count, MSI status, and consensus molecular subtypes by Nanostring nCounter® Platform. Overall, 1056 (12.8%) CRCs showed a MMR altered status, with 46 cases showing a heterogeneous MMR profile (0.56% of the total, and 4.36% of all MMRd cases). To conclude, the authors make some critical remarks regarding the approach to MMR heterogeneity in clinical practice and routine diagnostics.
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Affiliation(s)
- Federica Grillo
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- Department of Surgical Sciences and Integrated Diagnostics (DISC), Anatomic Pathology, University of Genova, Genoa, Italy
| | - Valentina Angerilli
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | - Paola Parente
- Fondazione IRCCS Ospedale Casa Sollievo della Sofferenza, Unit of Pathology, San Giovanni Rotondo, Italy
| | - Alessandro Vanoli
- Department of Molecular Medicine, Anatomic Pathology Unit, University of Pavia, Pavia, Italy
- Fondazione IRCCS San Matteo Hospital, Pavia, Italy
| | - Claudio Luchini
- Department of Diagnostics and Public Health, Section of Pathology, University of Verona, Verona, Italy
- ARC-Net Research Center for Applied Research on Cancer, University of Verona, Verona, Italy
| | - Stefania Sciallero
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Alberto Puccini
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Humanitas Cancer Center, Rozzano, Milan, Italy
| | | | - Sara Lonardi
- Veneto Institute of Oncology, IOV - IRCCS, Padua, Italy
| | - Nicola Valeri
- Centre for Molecular Pathology, the Institute of Cancer Research, Sutton, UK
| | - Luca Mastracci
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- Department of Surgical Sciences and Integrated Diagnostics (DISC), Anatomic Pathology, University of Genova, Genoa, Italy
| | - Matteo Fassan
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy.
- Veneto Institute of Oncology, IOV - IRCCS, Padua, Italy.
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van de Haar J, Valeri N, Voest EE. Third-Line Therapy in Metastatic Colorectal Cancer. N Engl J Med 2023; 389:190. [PMID: 37437152 DOI: 10.1056/nejmc2306486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/14/2023]
Affiliation(s)
| | - Nicola Valeri
- Institute of Cancer Research, London, United Kingdom
| | - Emile E Voest
- Netherlands Cancer Institute, Amsterdam, the Netherlands
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5
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van de Haar J, Ma X, Ooft SN, van der Helm PW, Hoes LR, Mainardi S, Pinato DJ, Sun K, Salvatore L, Tortora G, Zurlo IV, Leo S, Giampieri R, Berardi R, Gelsomino F, Merz V, Mazzuca F, Antonuzzo L, Rosati G, Stavraka C, Ross P, Rodriquenz MG, Pavarana M, Messina C, Iveson T, Zoratto F, Thomas A, Fenocchio E, Ratti M, Depetris I, Cergnul M, Morelli C, Libertini M, Parisi A, De Tursi M, Zanaletti N, Garrone O, Graham J, Longarini R, Gobba SM, Petrillo A, Tamburini E, La Verde N, Petrelli F, Ricci V, Wessels LFA, Ghidini M, Cortellini A, Voest EE, Valeri N. Codon-specific KRAS mutations predict survival benefit of trifluridine/tipiracil in metastatic colorectal cancer. Nat Med 2023; 29:605-614. [PMID: 36864254 PMCID: PMC10033412 DOI: 10.1038/s41591-023-02240-8] [Citation(s) in RCA: 26] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 01/26/2023] [Indexed: 03/04/2023]
Abstract
Genomics has greatly improved how patients with cancer are being treated; however, clinical-grade genomic biomarkers for chemotherapies are currently lacking. Using whole-genome analysis of 37 patients with metastatic colorectal cancer (mCRC) treated with the chemotherapy trifluridine/tipiracil (FTD/TPI), we identified KRAS codon G12 (KRASG12) mutations as a potential biomarker of resistance. Next, we collected real-world data of 960 patients with mCRC receiving FTD/TPI and validated that KRASG12 mutations were significantly associated with poor survival, also in analyses restricted to the RAS/RAF mutant subgroup. We next analyzed the data of the global, double-blind, placebo-controlled, phase 3 RECOURSE trial (n = 800 patients) and found that KRASG12 mutations (n = 279) were predictive biomarkers for reduced overall survival (OS) benefit of FTD/TPI versus placebo (unadjusted interaction P = 0.0031, adjusted interaction P = 0.015). For patients with KRASG12 mutations in the RECOURSE trial, OS was not prolonged with FTD/TPI versus placebo (n = 279; hazard ratio (HR) = 0.97; 95% confidence interval (CI) = 0.73-1.20; P = 0.85). In contrast, patients with KRASG13 mutant tumors showed significantly improved OS with FTD/TPI versus placebo (n = 60; HR = 0.29; 95% CI = 0.15-0.55; P < 0.001). In isogenic cell lines and patient-derived organoids, KRASG12 mutations were associated with increased resistance to FTD-based genotoxicity. In conclusion, these data show that KRASG12 mutations are biomarkers for reduced OS benefit of FTD/TPI treatment, with potential implications for approximately 28% of patients with mCRC under consideration for treatment with FTD/TPI. Furthermore, our data suggest that genomics-based precision medicine may be possible for a subset of chemotherapies.
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Affiliation(s)
- Joris van de Haar
- Division of Molecular Oncology & Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Division of Molecular Carcinogenesis, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Xuhui Ma
- Division of Molecular Oncology & Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Salo N Ooft
- Division of Molecular Oncology & Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Pim W van der Helm
- Division of Molecular Oncology & Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Louisa R Hoes
- Division of Molecular Oncology & Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Sara Mainardi
- Division of Molecular Carcinogenesis, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - David J Pinato
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
- Imperial College Healthcare NHS Trust, London, UK
| | - Kristi Sun
- Imperial College Healthcare NHS Trust, London, UK
| | - Lisa Salvatore
- Oncologia Medica, Comprehensive Cancer Center, Fondazione Policlinico Universitario Agostino Gemelli Istituto di Ricovero e Cura a Carattere Scientifico, Roma, Italy
- Oncologia Medica, Università Cattolica del Sacro Cuore, Roma, Italy
| | - Giampaolo Tortora
- Oncologia Medica, Comprehensive Cancer Center, Fondazione Policlinico Universitario Agostino Gemelli Istituto di Ricovero e Cura a Carattere Scientifico, Roma, Italy
- Oncologia Medica, Università Cattolica del Sacro Cuore, Roma, Italy
| | | | - Silvana Leo
- Medical Oncology, 'Vito Fazzi' Hospital, Lecce, Italy
| | - Riccardo Giampieri
- Department of Oncology, Università Politecnica delle Marche, Azienda Ospedialiera Universitaria delle Marche, Ancona, Italy
| | - Rossana Berardi
- Department of Oncology, Università Politecnica delle Marche, Azienda Ospedialiera Universitaria delle Marche, Ancona, Italy
| | | | - Valeria Merz
- Medical Oncology Unit, Santa Chiara Hospital, Trento, Italy
| | - Federica Mazzuca
- Department of Clinical and Molecular Medicine, Sapienza University, Oncology Unit, Azienda Ospedialiera Universitaria Sant'Andrea, Rome, Italy
| | - Lorenzo Antonuzzo
- Clinical Oncology Unit, Careggi University Hospital, Florence, Italy
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Gerardo Rosati
- Medical Oncology Unit, S. Carlo Hospital, Potenza, Italy
| | - Chara Stavraka
- School of Cancer & Pharmaceutical Sciences, King's College London, Guy's Hospital, London, UK
- Department of Medical Oncology, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Paul Ross
- Department of Medical Oncology, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Maria Grazia Rodriquenz
- Istituto di Ricovero e Cura a Carattere Scientifico Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
| | - Michele Pavarana
- Oncology Unit, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Carlo Messina
- Oncology Unit, ARNAS Civico Di Cristina Benfratelli Hospital, Palermo, Italy
| | | | - Federica Zoratto
- Unità Operativa Complessa Oncologia, Ospedale Santa Maria Goretti Latina, Latina, Italy
| | - Anne Thomas
- Leicester Cancer Research Centre, University of Leicester, Leicester Royal Infirmary, Leicester, UK
| | - Elisabetta Fenocchio
- Candiolo Cancer Institute FPO Istituto di Ricovero e Cura a Carattere Scientifico Candiolo, Candiolo, Italy
| | | | - Ilaria Depetris
- Division of Medical Oncology, ASL TO4, Ospedale Civile di Ivrea, Ivrea, Italy
| | - Massimiliano Cergnul
- Unità Operativa Oncologia Medica, Ospedale Civile di Legnano, Azienda Socio-Sanitaria Territoriale Ovest Milanese, Legnano, Italy
| | - Cristina Morelli
- Medical Oncology Unit, Department of Systems Medicine, Tor Vergata University Hospital, Rome, Italy
| | | | - Alessandro Parisi
- Department of Oncology, Università Politecnica delle Marche, Azienda Ospedialiera Universitaria delle Marche, Ancona, Italy
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Michele De Tursi
- Dipartimento di Tecnologie Innovative in Medicina & Odontoiatria, Università G. D'Annunzio, Chieti-Pescara, Chieti, Italy
| | - Nicoletta Zanaletti
- Experimental Clinical Abdominal Oncology Unit, Istituto Nazionale Tumori, Istituto di Ricovero e Cura a Carattere Scientifico, Fondazione G. Pascale, Naples, Italy
| | - Ornella Garrone
- Oncology Unit, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Janet Graham
- Beatson West of Scotland Cancer Centre, Glasgow, UK
| | | | - Stefania Maria Gobba
- Division of Clinical Oncology, Azienda Socio-Sanitaria Territoriale dei Sette Laghi Varese, Varese, Italy
| | | | | | - Nicla La Verde
- Luigi Sacco Hospital-Polo Universitario, Azienda Socio-Sanitaria Territoriale Fatebenefratelli Sacco, Milan, Italy
| | - Fausto Petrelli
- Oncology Unit, Azienda Socio-Sanitaria Territoriale Bergamo Ovest, Treviglio, Italy
| | - Vincenzo Ricci
- Medical Oncology Unit, Azienda Ospedaliera di Rilievo Nazionale 'San Pio', Benevento, Italy
| | - Lodewyk F A Wessels
- Division of Molecular Carcinogenesis, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, Delft, the Netherlands
| | - Michele Ghidini
- Oncology Unit, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Alessio Cortellini
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Emile E Voest
- Division of Molecular Oncology & Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
- Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
| | - Nicola Valeri
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK.
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK.
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Novellasdemunt L, Kucharska A, Baulies A, Hutton C, Vlachogiannis G, Repana D, Rowan A, Suárez-Bonnet A, Ciccarelli F, Valeri N, Li VSW. USP7 inactivation suppresses APC-mutant intestinal hyperproliferation and tumor development. Stem Cell Reports 2023; 18:570-584. [PMID: 36669491 PMCID: PMC9968985 DOI: 10.1016/j.stemcr.2022.12.013] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 12/14/2022] [Accepted: 12/15/2022] [Indexed: 01/20/2023] Open
Abstract
Adenomatous polyposis coli (APC) mutation is the hallmark of colorectal cancer (CRC), resulting in constitutive WNT activation. Despite decades of research, targeting WNT signaling in cancer remains challenging due to its on-target toxicity. We have previously shown that the deubiquitinating enzyme USP7 is a tumor-specific WNT activator in APC-truncated cells by deubiquitinating and stabilizing β-catenin, but its role in gut tumorigenesis is unknown. Here, we show in vivo that deletion of Usp7 in Apc-truncated mice inhibits crypt hyperproliferation and intestinal tumor development. Loss of Usp7 prolongs the survival of the sporadic intestinal tumor model. Genetic deletion, but not pharmacological inhibition, of Usp7 in Apc+/- intestine induces colitis and enteritis. USP7 inhibitor treatment suppresses growth of patient-derived cancer organoids carrying APC truncations in vitro and in xenografts. Our findings provide direct evidence that USP7 inhibition may offer a safe and efficacious tumor-specific therapy for both sporadic and germline APC-mutated CRC.
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Affiliation(s)
- Laura Novellasdemunt
- Stem Cell and Cancer Biology Laboratory, the Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK
| | - Anna Kucharska
- Stem Cell and Cancer Biology Laboratory, the Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK
| | - Anna Baulies
- Stem Cell and Cancer Biology Laboratory, the Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK
| | - Colin Hutton
- Stem Cell and Cancer Biology Laboratory, the Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK
| | - Georgios Vlachogiannis
- Centre for Molecular Pathology, the Institute of Cancer Research, 15 Cotswold Road, Sutton, Surrey SM2 5NG, UK
| | - Dimitra Repana
- Cancer Systems Biology Laboratory, the Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK
| | - Andrew Rowan
- Cancer Evolution and Genome Instability Laboratory, the Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK
| | - A Suárez-Bonnet
- Pathobiology and Population Sciences, Royal Veterinary College, Hatfield AL9 7TA, UK; Experimental Histopathology, the Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK
| | - Francesca Ciccarelli
- Cancer Systems Biology Laboratory, the Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK
| | - Nicola Valeri
- Centre for Molecular Pathology, the Institute of Cancer Research, 15 Cotswold Road, Sutton, Surrey SM2 5NG, UK
| | - Vivian S W Li
- Stem Cell and Cancer Biology Laboratory, the Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK.
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Ghidini M, Hahne JC, Senti C, Tomasello G, Ratti M, Heide T, Garrone O, Cortellini A, Passalacqua R, Valeri N. Circulating tumor DNA (ctDNA) dynamics and clinical outcome in metastatic colorectal cancer (mCRC) patients (pts) undergoing front-line chemotherapy. J Clin Oncol 2023. [DOI: 10.1200/jco.2023.41.4_suppl.175] [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: 01/25/2023] Open
Abstract
175 Background: The potential of monitoring circulating tumor DNA (ctDNA) dynamics to guide clinical decisions in metastatic colorectal cancer (mCRC) patients (pts) treated with I and II line systemic anti-cancer therapy (SACT) has not been widely tested. Methods: 862 serial plasmas were collected 4-weekly from baseline (BL) until disease progression in 75 mCRC pts undergoing SACT. ctDNA was tested using a custom (RMH GI; 20 genes) or a commercial (Roche Avenio; 77 genes) ctDNA next generation sequencing (NGS) panel. White blood cells were sequenced to rule out clonal hematopoiesis. Whole exome sequencing (WES) was performed on tissue biopsies. ctDNA normalization was defined as ≥99% clearance after 1 month of therapy (Mo1) in the 3 variants with the highest allele frequency in BL ctDNA. Results: 83 paired samples from 75 pts were available for analysis (for 8 pts, I and II line bloods were available). 12 pairs (14.4%) showed no variants in either BL or Mo1. In the remaining 71 comparisons (65 pts), 37 (52.1%) showed ctDNA normalization at Mo1. Among normalized pts there was a higher proportion of cases with a baseline ECOG performance status (PS) 0-1 (97.3% vs 82.4%, p = 0.0362) in comparison to non-normalized pts, whilst no other clinic-pathologic characteristics, including age, sex, prior primary tumor resection, sidedness, RAS/RAF genotype, type of regimen and number of metastatic sites were significantly associated with ctDNA dynamics. Pts with normalized ctDNA had significantly longer overall survival (OS), 45.6 months (95% confidence interval [CI]: 30.0 - not reached, 14 events) and progression-free survival (PFS), 13.9 months (95%CI: 11.2-18.3; 30 events) compared to non-normalized pts [OS = 22.6 months (95%CI: 16.6-31.2, 24 events) (Log-rank p = 0.01) and PFS = 10.7 months (95%CI: 7.53-13.8; 32 events) (Log-rank p = 0.036) respectively]. In addition, pts with normalized ctDNA had higher overall response rate (ORR) of 72.9% (27/37 responses; 95%CI: 53.0-84.1) compared to 38.2% (13/34 responses; 95%CI: 22.1 – 56.4) in non-normalized pts. In a multivariate model, ctDNA normalization was confirmed as an independent predictor of decreased risk of death (hazard ratio [HR] 0.47, 95%CI: 0.23-0.96; p = 0.04) and higher probability of achieving an objective response from front-line treatment (odds ratio [OR] 3.03, 95%CI: 1.08-8.49; p = 0.0351). Only 23/50 (46%) of variants detected in ctDNA were detected by WES in paired tissues in 12 pts for whom liquid/solid biopsy was available. Conclusions: ctDNA monitoring represents an early indicator of benefit from systemic therapy in mCRC pts. A significant fraction of variants detected in ctDNA was not detected in paired tissues.
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Affiliation(s)
- Michele Ghidini
- Division of Medical Oncology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Chiara Senti
- Division of Medical Oncology, ASST of Cremona, Hospital of Cremona, Cremona, Italy
| | - Gianluca Tomasello
- Division of Medical Oncology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Margherita Ratti
- Division of Medical Oncology, ASST of Cremona, Hospital of Cremona, Cremona, Italy
| | | | - Ornella Garrone
- Division of Medical Oncology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Alessio Cortellini
- Division of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Rodolfo Passalacqua
- Division of Medical Oncology, ASST of Cremona, Hospital of Cremona, Cremona, Italy
| | - Nicola Valeri
- Division of Surgery and Cancer, Imperial College London, London, United Kingdom
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8
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Lote H, Mousoullou F, Vlachogiannis G, Fong C, Satchwell L, Peckitt C, Begum R, Kidd S, Cromarty S, Gordon A, Fribbens CV, Watkins DJ, Rao S, Chau I, Starling N, Cunningham D, Valeri N. MicroRNAs (miRs) as biomarkers of resistance to trastuzumab in HER2-positive oesophago-gastric cancer: Sub-study within the Planning Treatment for Oesophago-Gastric Cancer—A Randomised Maintenance Therapy Trial (PLATFORM). J Clin Oncol 2023. [DOI: 10.1200/jco.2023.41.4_suppl.419] [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: 01/25/2023] Open
Abstract
419 Background: A predictive biomarker for resistance to trastuzumab in HER2 positive oesophago-gastric cancer would refine patient selection. Our preclinical studies suggest that patients with HIGH baseline plasma miR-148a-3p levels will experience shorter Overall Survival (OS), Progression Free Survival (PFS), and worse Progression Free Rates (PFR) than those with LOW plasma miR-148a-3p levels. Methods: This sub-study is a prospective biomarker analysis of baseline plasma samples for HER2 positive advanced oesophago-gastric cancer patients registered within Arm B1 of the Phase 2 open label, multicentre, randomised PLATFORM trial (NCT02678182). All HER2 positive patients assessable for clinical response and miR signatures were included. Copies of miR-148a-3p and miR-16 per ml of plasma were quantified using Digital Droplet Polymerase Chain Reaction (ddPCR). OS as primary endpoint for miR-148a-3p LOW (≤median) versus HIGH (>median) was analysed using Kaplan-Meier curves and Cox model regression. Secondary endpoints were PFS and PFR. OS and PFS are from start of 1st line therapy; PFR are from start of maintenance trastuzumab. Sensitivity analysis normalised miR-148a-3p to miR-16. Results: Of 63 patients with analysable lab samples and available survival data, normalisation was possible for 41 patients. Median follow-up was 38 months. There was no statistically significant relationship between OS and miR-148-3p copies/μl of ddPCR reaction LOW versus HIGH (n= 62, Hazard Ratio (HR) 0.98, p=0.933), PFS (n=62, HR 1.08, p=0.759) or PFR (n=31, Odds Radio (OR) 0.67, p=0.577). Normalised miR-148a-3p (NmiR-148a-3p) LOW versus HIGH demonstrated a statistically significant difference in PFR at 3 months (n=23, OR=0.11, p=0.027) but no difference in OS or PFS. A model adjusting for primary tumour site, metastatic disease and number of sites demonstrated a statistically significant difference in PFR at 3 months (aOR=0.03, p=0.029). Conclusions: Patients with HIGH NmiR-148-3p have 0.03 times the odds of being progression-free at 3 months than patients with LOW NmiR-148a-3p in this population, when adjusted for key factors. Limitations include small sample size and normalisation. Clinical trial information: NCT02678182 . [Table: see text]
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Affiliation(s)
- Hazel Lote
- The Institute of Cancer Research and The Royal Marsden Hospital NHS Foundation Trust, London, United Kingdom
| | | | | | - Caroline Fong
- The Royal Marsden NHS Foundation Trust, London and Sutton, United Kingdom
| | - Laura Satchwell
- The Royal Marsden NHS Foundation Trust, London and Sutton, United Kingdom
| | - Clare Peckitt
- The Royal Marsden NHS Foundation Trust, London and Sutton, United Kingdom
| | - Ruwaida Begum
- The Royal Marsden NHS Foundation Trust, London and Sutton, United Kingdom
| | - Shannon Kidd
- The Royal Marsden NHS Foundation Trust, London and Sutton, United Kingdom
| | - Susan Cromarty
- The Royal Marsden Hospital NHS Trust, London and Sutton, United Kingdom
| | - Anderley Gordon
- The Royal Marsden Hospital NHS Trust, London, United Kingdom
| | | | - David J. Watkins
- The Royal Marsden NHS Foundation Trust, London and Sutton, United Kingdom
| | - Sheela Rao
- The Royal Marsden NHS Foundation Trust, London and Sutton, United Kingdom
| | - Ian Chau
- The Royal Marsden NHS Foundation Trust, London and Sutton, United Kingdom
| | - Naureen Starling
- The Royal Marsden NHS Foundation Trust, London and Sutton, United Kingdom
| | - David Cunningham
- The Royal Marsden NHS Foundation Trust, London and Sutton, United Kingdom
| | - Nicola Valeri
- Division of Surgery and Cancer, Imperial College London, London, United Kingdom
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9
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Valeri N. Abstract IA010: Patient derived organoids in precision oncology. Cancer Res 2022. [DOI: 10.1158/1538-7445.crc22-ia010] [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: 12/04/2022]
Abstract
Abstract
Limits in the predictive power of molecular profiling and shortcomings of some pre-clinical models used in drug development represent important obstacles hampering the success of personalized medicine and drug discovery. LGR5+ stem cells can be isolated from a number of organs and propagated as epithelial organoids in vitro. Mouse and human organoids have been used to study the physiology and neoplastic transformation of the liver, pancreas, bowel and prostate among other organs. During my talk, I will highlight opportunities, limitations and potential clinical applications of patient-derived organoids in personalized oncology, emphasizing strengths and hurdles in the use of the organoid technology in forward and reverse translational cancer research. In particular, I will stress the importance of patient-derived organoids as pre-clinical tools to define mechanisms of drug resistance and to design novel drug combinations.
Citation Format: Nicola Valeri. Patient derived organoids in precision oncology [abstract]. In: Proceedings of the AACR Special Conference on Colorectal Cancer; 2022 Oct 1-4; Portland, OR. Philadelphia (PA): AACR; Cancer Res 2022;82(23 Suppl_1):Abstract nr IA010.
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Affiliation(s)
- Nicola Valeri
- 1The Institute of Cancer Research and Imperial College London, London, England, United Kingdom
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10
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Galuppini F, Censi S, Merante Boschin I, Fassan M, Sbaraglia M, Valeri N, Hahne JC, Bertazza L, Munari G, Galasso M, Cascione L, Barollo S, Rugge M, Vianello F, Dei Tos AP, Mian C, Pennelli G. Papillary Thyroid Carcinoma: Molecular Distinction by MicroRNA Profiling. Front Endocrinol (Lausanne) 2022; 13:834075. [PMID: 35282462 PMCID: PMC8904882 DOI: 10.3389/fendo.2022.834075] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [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: 12/13/2021] [Accepted: 01/26/2022] [Indexed: 12/15/2022] Open
Abstract
Papillary thyroid carcinoma (PTC) is a miscellaneous disease with a variety of histological variants, each with its own mutational profile, and clinical and prognostic characteristics. Identification of microRNA (miRNA) expression profiles represents an important benchmark for understanding the molecular mechanisms underlying the biological behavior of these unique PTC subtypes in order that they be better characterized. We considered a series of 35 PTC samples with a histological diagnosis of either hobnail (17 cases) or classical variant (nine cases) and with a specific BRAF p.K601E mutation (nine cases). We determined the overall miRNA expression profile with NanoString technology, and both quantitative reverse transcription-PCR and in situ hybridization were used to confirm selected miRNAs. The miRNA signature was found to consistently differentiate specific histotypes and mutational profiles. In contrast to the BRAF p.K601E mutation and classic PTCs, three miRNAs (miR-21-5p, miR-146b-5p, and miR-205-5p) were substantially overexpressed in the hobnail variant. The current study found that different miRNA signature profiles were linked to unique histological variants and BRAF mutations in PTC. Further studies focusing on the downstream pathogenetic functions of mRNAs in thyroid neoplasms are warranted.
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Affiliation(s)
- Francesca Galuppini
- Pathology Unit, Department of Medicine (DIMED), University of Padua, Padua, Italy
| | - Simona Censi
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Padua, Italy
| | | | - Matteo Fassan
- Pathology Unit, Department of Medicine (DIMED), University of Padua, Padua, Italy
- Veneto Institute of Oncology, Istituto Di Ricovero E Cura a Carattere Scientifico (IRCCS), Padua, Italy
| | - Marta Sbaraglia
- Pathology Unit, Department of Medicine (DIMED), University of Padua, Padua, Italy
| | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, London, United Kingdom
| | - Jens Claus Hahne
- Division of Molecular Pathology, The Institute of Cancer Research, London, United Kingdom
| | - Loris Bertazza
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Padua, Italy
| | - Giada Munari
- Pathology Unit, Department of Medicine (DIMED), University of Padua, Padua, Italy
| | - Marco Galasso
- Laboratorio per le Tecnologie delle Terapie Avanzate (LTTA), Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Luciano Cascione
- Bioinformatics Core Unit, Institute of Oncology Research, Bellinzona, Switzerland
| | - Susi Barollo
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Padua, Italy
| | - Massimo Rugge
- Pathology Unit, Department of Medicine (DIMED), University of Padua, Padua, Italy
| | - Federica Vianello
- Department of Radiotherapy, Veneto Institute of Oncology, Istituto Di Ricovero E Cura a Carattere Scientifico (IRCCS), Padua, Italy
| | - Angelo Paolo Dei Tos
- Pathology Unit, Department of Medicine (DIMED), University of Padua, Padua, Italy
| | - Caterina Mian
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Padua, Italy
| | - Gianmaria Pennelli
- Pathology Unit, Department of Medicine (DIMED), University of Padua, Padua, Italy
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11
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Rata M, Khan K, Collins DJ, Koh DM, Tunariu N, Bali MA, d'Arcy J, Winfield JM, Picchia S, Valeri N, Chau I, Cunningham D, Fassan M, Leach MO, Orton MR. DCE-MRI is more sensitive than IVIM-DWI for assessing anti-angiogenic treatment-induced changes in colorectal liver metastases. Cancer Imaging 2021; 21:67. [PMID: 34924031 PMCID: PMC8684660 DOI: 10.1186/s40644-021-00436-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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: 08/04/2021] [Accepted: 11/24/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Diffusion weighted imaging (DWI) with intravoxel incoherent motion (IVIM) modelling can inform on tissue perfusion without exogenous contrast administration. Dynamic-contrast-enhanced (DCE) MRI can also characterise tissue perfusion, but requires a bolus injection of a Gadolinium-based contrast agent. This study compares the use of DCE-MRI and IVIM-DWI methods in assessing response to anti-angiogenic treatment in patients with colorectal liver metastases in a cohort with confirmed treatment response. METHODS This prospective imaging study enrolled 25 participants with colorectal liver metastases to receive Regorafenib treatment. A target metastasis > 2 cm in each patient was imaged before and at 15 days after treatment on a 1.5T MR scanner using slice-matched IVIM-DWI and DCE-MRI protocols. MRI data were motion-corrected and tumour volumes of interest drawn on b=900 s/mm2 diffusion-weighted images were transferred to DCE-MRI data for further analysis. The median value of four IVIM-DWI parameters [diffusion coefficient D (10-3 mm2/s), perfusion fraction f (ml/ml), pseudodiffusion coefficient D* (10-3 mm2/s), and their product fD* (mm2/s)] and three DCE-MRI parameters [volume transfer constant Ktrans (min-1), enhancement fraction EF (%), and their product KEF (min-1)] were recorded at each visit, before and after treatment. Changes in pre- and post-treatment measurements of all MR parameters were assessed using Wilcoxon signed-rank tests (P<0.05 was considered significant). DCE-MRI and IVIM-DWI parameter correlations were evaluated with Spearman rank tests. Functional MR parameters were also compared against Response Evaluation Criteria In Solid Tumours v.1.1 (RECIST) evaluations. RESULTS Significant treatment-induced reductions of DCE-MRI parameters across the cohort were observed for EF (91.2 to 50.8%, P<0.001), KEF (0.095 to 0.045 min-1, P<0.001) and Ktrans (0.109 to 0.078 min-1, P=0.002). For IVIM-DWI, only D (a non-perfusion parameter) increased significantly post treatment (0.83 to 0.97 × 10-3 mm2/s, P<0.001), while perfusion-related parameters showed no change. No strong correlations were found between DCE-MRI and IVIM-DWI parameters. A moderate correlation was found, after treatment, between Ktrans and D* (r=0.60; P=0.002) and fD* (r=0.67; P<0.001). When compared to RECIST v.1.1 evaluations, KEF and D correctly identified most clinical responders, whilst non-responders were incorrectly identified. CONCLUSION IVIM-DWI perfusion-related parameters showed limited sensitivity to the anti-angiogenic effects of Regorafenib treatment in colorectal liver metastases and showed low correlation with DCE-MRI parameters, despite profound and significant post-treatment reductions in DCE-MRI measurements. TRIAL REGISTRATION NCT03010722 clinicaltrials.gov; registration date 6th January 2015.
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Affiliation(s)
- Mihaela Rata
- Department of Radiology, MRI Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom.
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom.
- Royal Marsden NHS Foundation Trust & Institute of Cancer Research, Downs Road, SM2 5PT, Sutton, London, UK.
| | - Khurum Khan
- Department of Medicine, GI and Lymphoma Unit, The Royal Marsden NHS Foundation Trust, London and Sutton, United Kingdom
| | - David J Collins
- Department of Radiology, MRI Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
| | - Dow-Mu Koh
- Department of Radiology, MRI Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
| | - Nina Tunariu
- Department of Radiology, MRI Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
| | - Maria Antonietta Bali
- Department of Radiology, MRI Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
| | - James d'Arcy
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
- Cancer Research UK National Cancer Imaging Translational Accelerator (NCITA), London, United Kingdom
| | - Jessica M Winfield
- Department of Radiology, MRI Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
| | - Simona Picchia
- Department of Radiology, MRI Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Nicola Valeri
- Department of Medicine, GI and Lymphoma Unit, The Royal Marsden NHS Foundation Trust, London and Sutton, United Kingdom
- Centre for Evolution and Cancer, The Institute of Cancer Research, London and Sutton, United Kingdom
- Division of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Ian Chau
- Department of Medicine, GI and Lymphoma Unit, The Royal Marsden NHS Foundation Trust, London and Sutton, United Kingdom
| | - David Cunningham
- Department of Medicine, GI and Lymphoma Unit, The Royal Marsden NHS Foundation Trust, London and Sutton, United Kingdom
| | - Matteo Fassan
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
- Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Martin O Leach
- Department of Radiology, MRI Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
| | - Matthew R Orton
- Department of Radiology, MRI Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, United Kingdom
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12
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Carotenuto P, Amato F, Lampis A, Rae C, Hedayat S, Previdi MC, Zito D, Raj M, Guzzardo V, Sclafani F, Lanese A, Parisi C, Vicentini C, Said-Huntingford I, Hahne JC, Hallsworth A, Kirkin V, Young K, Begum R, Wotherspoon A, Kouvelakis K, Azevedo SX, Michalarea V, Upstill-Goddard R, Rao S, Watkins D, Starling N, Sadanandam A, Chang DK, Biankin AV, Jamieson NB, Scarpa A, Cunningham D, Chau I, Workman P, Fassan M, Valeri N, Braconi C. Modulation of pancreatic cancer cell sensitivity to FOLFIRINOX through microRNA-mediated regulation of DNA damage. Nat Commun 2021; 12:6738. [PMID: 34795259 PMCID: PMC8602334 DOI: 10.1038/s41467-021-27099-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [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: 10/06/2020] [Accepted: 10/29/2021] [Indexed: 01/17/2023] Open
Abstract
FOLFIRINOX, a combination of chemotherapy drugs (Fluorouracil, Oxaliplatin, Irinotecan -FOI), provides the best clinical benefit in pancreatic ductal adenocarcinoma (PDAC) patients. In this study we explore the role of miRNAs (MIR) as modulators of chemosensitivity to identify potential biomarkers of response. We find that 41 and 84 microRNA inhibitors enhance the sensitivity of Capan1 and MiaPaCa2 PDAC cells respectively. These include a MIR1307-inhibitor that we validate in further PDAC cell lines. Chemotherapy-induced apoptosis and DNA damage accumulation are higher in MIR1307 knock-out (MIR1307KO) versus control PDAC cells, while re-expression of MIR1307 in MIR1307KO cells rescues these effects. We identify binding of MIR1307 to CLIC5 mRNA through covalent ligation of endogenous Argonaute-bound RNAs cross-linking immunoprecipitation assay. We validate these findings in an in vivo model with MIR1307 disruption. In a pilot cohort of PDAC patients undergoing FOLFIRONX chemotherapy, circulating MIR1307 correlates with clinical outcome.
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Affiliation(s)
- Pietro Carotenuto
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
- TIGEM - Telethon Institute of Genetics and Medicine, Naples, Italy
| | - Francesco Amato
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Andrea Lampis
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Colin Rae
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Somaieh Hedayat
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Maria C Previdi
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - Domenico Zito
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Maya Raj
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | | | | | - Andrea Lanese
- The Royal Marsden NHS Trust, London and Surrey, London, UK
| | - Claudia Parisi
- The Royal Marsden NHS Trust, London and Surrey, London, UK
| | - Caterina Vicentini
- ARC-Net Research Centre and Department of Diagnostics and Public Health, Section of Pathology, , University of Verona, Verona, Italy
| | | | - Jens C Hahne
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Albert Hallsworth
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - Vladimir Kirkin
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - Kate Young
- The Royal Marsden NHS Trust, London and Surrey, London, UK
| | - Ruwaida Begum
- The Royal Marsden NHS Trust, London and Surrey, London, UK
| | | | | | | | | | | | - Sheela Rao
- The Royal Marsden NHS Trust, London and Surrey, London, UK
| | - David Watkins
- The Royal Marsden NHS Trust, London and Surrey, London, UK
| | | | - Anguraj Sadanandam
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - David K Chang
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, UK
| | - Andrew V Biankin
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, UK
- South Western Sydney Clinical School, Faculty of Medicine, University of NSW, Sydney, NSW, Australia
| | - Nigel B Jamieson
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, UK
| | - Aldo Scarpa
- ARC-Net Research Centre and Department of Diagnostics and Public Health, Section of Pathology, , University of Verona, Verona, Italy
| | | | - Ian Chau
- The Royal Marsden NHS Trust, London and Surrey, London, UK
| | - Paul Workman
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - Matteo Fassan
- Department of Medicine, University of Padua, Padua, Italy
- Veneto Institute of Oncology (IOV-IRCCS), Padua, Italy
| | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
- The Royal Marsden NHS Trust, London and Surrey, London, UK
| | - Chiara Braconi
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK.
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK.
- The Royal Marsden NHS Trust, London and Surrey, London, UK.
- Beatson West of Scotland Cancer Centre, Glasgow, UK.
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13
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Georgiou A, Stewart A, Vlachogiannis G, Pickard L, Valeri N, Cunningham D, Whittaker SR, Banerji U. A phospho-proteomic study of cetuximab resistance in KRAS/NRAS/BRAF V600 wild-type colorectal cancer. Cell Oncol (Dordr) 2021; 44:1197-1206. [PMID: 34462871 PMCID: PMC8516765 DOI: 10.1007/s13402-021-00628-7] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/27/2021] [Indexed: 12/02/2022] Open
Abstract
PURPOSE We hypothesised that plasticity in signal transduction may be a mechanism of drug resistance and tested this hypothesis in the setting of cetuximab resistance in patients with KRAS/NRAS/BRAFV600 wild-type colorectal cancer (CRC). METHODS A multiplex antibody-based platform was used to study simultaneous changes in signal transduction of 55 phospho-proteins in 12 KRAS/NRAS/BRAFV600 wild-type CRC cell lines (6 cetuximab sensitive versus 6 cetuximab resistant) following 1 and 4 h in vitro cetuximab exposure. We validated our results in CRC patient samples (n = 4) using ex vivo exposure to cetuximab in KRAS/NRAS/BRAFV600 cells that were immunomagnetically separated from the serous effusions of patients with known cetuximab resistance. RESULTS Differences in levels of phospho-proteins in cetuximab sensitive and resistant cell lines included reductions in phospho-RPS6 and phospho-PRAS40 in cetuximab sensitive, but not cetuximab resistant cell lines at 1 and 4 h, respectively. In addition, phospho-AKT levels were found to be elevated in 3/4 patient samples following ex vivo incubation with cetuximab for 1 h. We further explored these findings by studying the effects of combinations of cetuximab and two PI3K pathway inhibitors in 3 cetuximab resistant cell lines. The addition of PI3K pathway inhibitors to cetuximab led to a significantly higher reduction in colony formation capacity compared to cetuximab alone. CONCLUSION Our findings suggest activation of the PI3K pathway as a mechanism of cetuximab resistance in KRAS/NRAS/BRAFV600 wild-type CRC.
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Affiliation(s)
- Alexandros Georgiou
- Division of Cancer Therapeutics, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK.
- Department of Medicine, The Royal Marsden NHS Foundation Trust, Sycamore House, Downs Road, London, SM2 5PT, UK.
| | - Adam Stewart
- Division of Cancer Therapeutics, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK
| | - Georgios Vlachogiannis
- Division of Molecular Pathology, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK
| | - Lisa Pickard
- Division of Cancer Therapeutics, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK
| | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK
- Department of Medicine, The Royal Marsden NHS Foundation Trust, Sycamore House, Downs Road, London, SM2 5PT, UK
| | - David Cunningham
- Department of Medicine, The Royal Marsden NHS Foundation Trust, Sycamore House, Downs Road, London, SM2 5PT, UK
| | - Steven R Whittaker
- Division of Cancer Therapeutics, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK
| | - Udai Banerji
- Division of Cancer Therapeutics, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK.
- Division of Clinical Studies, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK.
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14
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Lampis A, Hahne JC, Gasparini P, Cascione L, Hedayat S, Vlachogiannis G, Murgia C, Fontana E, Edwards J, Horgan PG, Terracciano L, Sansom OJ, Martins CD, Kramer-Marek G, Croce CM, Braconi C, Fassan M, Valeri N. MIR21-induced loss of junctional adhesion molecule A promotes activation of oncogenic pathways, progression and metastasis in colorectal cancer. Cell Death Differ 2021; 28:2970-2982. [PMID: 34226680 PMCID: PMC8481293 DOI: 10.1038/s41418-021-00820-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [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: 10/13/2020] [Revised: 06/07/2021] [Accepted: 06/09/2021] [Indexed: 01/02/2023] Open
Abstract
Junctional adhesion molecules (JAMs) play a critical role in cell permeability, polarity and migration. JAM-A, a key protein of the JAM family, is altered in a number of conditions including cancer; however, consequences of JAM-A dysregulation on carcinogenesis appear to be tissue dependent and organ dependent with significant implications for the use of JAM-A as a biomarker or therapeutic target. Here, we test the expression and prognostic role of JAM-A downregulation in primary and metastatic colorectal cancer (CRC) (n = 947). We show that JAM-A downregulation is observed in ~60% of CRC and correlates with poor outcome in four cohorts of stages II and III CRC (n = 1098). Using JAM-A knockdown, re-expression and rescue experiments in cell line monolayers, 3D spheroids, patient-derived organoids and xenotransplants, we demonstrate that JAM-A silencing promotes proliferation and migration in 2D and 3D cell models and increases tumour volume and metastases in vivo. Using gene-expression and proteomic analyses, we show that JAM-A downregulation results in the activation of ERK, AKT and ROCK pathways and leads to decreased bone morphogenetic protein 7 expression. We identify MIR21 upregulation as the cause of JAM-A downregulation and show that JAM-A rescue mitigates the effects of MIR21 overexpression on cancer phenotype. Our results identify a novel molecular loop involving MIR21 dysregulation, JAM-A silencing and activation of multiple oncogenic pathways in promoting invasiveness and metastasis in CRC.
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Affiliation(s)
- Andrea Lampis
- Division of Molecular Pathology, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Jens C Hahne
- Division of Molecular Pathology, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Pierluigi Gasparini
- Department of Cancer Biology and Genetics, Comprehensive Cancer Center, The Ohio State University College of Medicine, Columbus, OH, USA
- School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, NSW, Australia
- Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
| | - Luciano Cascione
- Bioinformatics Core Unit, Institute of Oncology Research (IOR), Faculty of Biomedical Sciences, Università della Svizzera italiana, Bellinzona, Switzerland
- Swiss Institute of Bioinformatics, Bellinzona, Switzerland
| | - Somaieh Hedayat
- Division of Molecular Pathology, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Georgios Vlachogiannis
- Division of Molecular Pathology, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | | | - Elisa Fontana
- Division of Molecular Pathology, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Joanne Edwards
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Paul G Horgan
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Luigi Terracciano
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- IRCCS Humanitas Research Hospital, Milan, Italy
| | - Owen J Sansom
- Cancer Research UK Beatson Institute, Glasgow, UK
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Carlos D Martins
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK
| | | | - Carlo M Croce
- Department of Cancer Biology and Genetics, Comprehensive Cancer Center, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Chiara Braconi
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Matteo Fassan
- IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Medicine, Surgical Pathology Unit, University of Padua, Padua, Italy
- Istituto Oncologico Veneto, Istituto di Ricovero e Cura a Carattere Scientifico, Padua, Italy
| | - Nicola Valeri
- Division of Molecular Pathology, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK.
- Department of Medicine, The Royal Marsden Hospital, London, UK.
- Division of Surgery and Cancer, Imperial College London, London, UK.
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15
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Smyth EC, Vlachogiannis G, Hedayat S, Harbery A, Hulkki-Wilson S, Salati M, Kouvelakis K, Fernandez-Mateos J, Cresswell GD, Fontana E, Seidlitz T, Peckitt C, Hahne JC, Lampis A, Begum R, Watkins D, Rao S, Starling N, Waddell T, Okines A, Crosby T, Mansoor W, Wadsley J, Middleton G, Fassan M, Wotherspoon A, Braconi C, Chau I, Vivanco I, Sottoriva A, Stange DE, Cunningham D, Valeri N. EGFR amplification and outcome in a randomised phase III trial of chemotherapy alone or chemotherapy plus panitumumab for advanced gastro-oesophageal cancers. Gut 2021; 70:1632-1641. [PMID: 33199443 PMCID: PMC8355876 DOI: 10.1136/gutjnl-2020-322658] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [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: 07/28/2020] [Revised: 10/14/2020] [Accepted: 10/15/2020] [Indexed: 01/17/2023]
Abstract
OBJECTIVE Epidermal growth factor receptor (EGFR) inhibition may be effective in biomarker-selected populations of advanced gastro-oesophageal adenocarcinoma (aGEA) patients. Here, we tested the association between outcome and EGFR copy number (CN) in pretreatment tissue and plasma cell-free DNA (cfDNA) of patients enrolled in a randomised first-line phase III clinical trial of chemotherapy or chemotherapy plus the anti-EGFR monoclonal antibody panitumumab in aGEA (NCT00824785). DESIGN EGFR CN by either fluorescence in situ hybridisation (n=114) or digital-droplet PCR in tissues (n=250) and plasma cfDNAs (n=354) was available for 474 (86%) patients in the intention-to-treat (ITT) population. Tissue and plasma low-pass whole-genome sequencing was used to screen for coamplifications in receptor tyrosine kinases. Interaction between chemotherapy and EGFR inhibitors was modelled in patient-derived organoids (PDOs) from aGEA patients. RESULTS EGFR amplification in cfDNA correlated with poor survival in the ITT population and similar trends were observed when the analysis was conducted in tissue and plasma by treatment arm. EGFR inhibition in combination with chemotherapy did not correlate with improved survival, even in patients with significant EGFR CN gains. Addition of anti-EGFR inhibitors to the chemotherapy agent epirubicin in PDOs, resulted in a paradoxical increase in viability and accelerated progression through the cell cycle, associated with p21 and cyclin B1 downregulation and cyclin E1 upregulation, selectively in organoids from EGFR-amplified aGEA. CONCLUSION EGFR CN can be accurately measured in tissue and liquid biopsies and may be used for the selection of aGEA patients. EGFR inhibitors may antagonise the antitumour effect of anthracyclines with important implications for the design of future combinatorial trials.
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Affiliation(s)
- Elizabeth C Smyth
- Department of Oncology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Medicine, Royal Marsden Hospital NHS Trust, London, UK
| | - Georgios Vlachogiannis
- Molecular Pathology, The Institute of Cancer Research, Sutton, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, Sutton, UK
| | - Somaieh Hedayat
- Molecular Pathology, The Institute of Cancer Research, Sutton, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, Sutton, UK
| | - Alice Harbery
- Cancer Therapeutics, The Institute of Cancer Research, Sutton, UK
| | | | - Massimiliano Salati
- Molecular Pathology, The Institute of Cancer Research, Sutton, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, Sutton, UK
| | - Kyriakos Kouvelakis
- Clinical Research & Development, Royal Marsden Hospital NHS Trust, London, UK
| | | | - George D Cresswell
- Centre for Evolution and Cancer, The Institute of Cancer Research, Sutton, UK
| | - Elisa Fontana
- Molecular Pathology, The Institute of Cancer Research, Sutton, UK
| | - Therese Seidlitz
- Department of Visceral, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Clare Peckitt
- Clinical Research & Development, Royal Marsden Hospital NHS Trust, London, UK
| | - Jens C Hahne
- Molecular Pathology, The Institute of Cancer Research, Sutton, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, Sutton, UK
| | - Andrea Lampis
- Molecular Pathology, The Institute of Cancer Research, Sutton, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, Sutton, UK
| | - Ruwaida Begum
- Department of Medicine, Royal Marsden Hospital NHS Trust, London, UK
| | - David Watkins
- Department of Medicine, Royal Marsden Hospital NHS Trust, London, UK
| | - Sheela Rao
- Department of Medicine, Royal Marsden Hospital NHS Trust, London, UK
| | - Naureen Starling
- Department of Medicine, Royal Marsden Hospital NHS Trust, London, UK
| | - Tom Waddell
- Department of Medicine, Royal Marsden Hospital NHS Trust, London, UK
- Department of Medical Oncology, Christie Hospital, Manchester, UK
| | - Alicia Okines
- Department of Medicine, Royal Marsden Hospital NHS Trust, London, UK
| | - Tom Crosby
- Department of Clinical Oncology, Velindre Cancer Centre, Cardiff, UK
| | - Was Mansoor
- Department of Medical Oncology, Christie Hospital, Manchester, UK
| | - Jonathan Wadsley
- Cancer Clinical Trials Centre, Weston Park Cancer Centre, Sheffield, UK
| | - Gary Middleton
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Matteo Fassan
- Department of Medicine (DIMED), University of Padua, Padova, Italy
| | | | - Chiara Braconi
- Department of Medicine, Royal Marsden Hospital NHS Trust, London, UK
- Cancer Therapeutics, The Institute of Cancer Research, Sutton, UK
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Ian Chau
- Department of Medicine, Royal Marsden Hospital NHS Trust, London, UK
| | - Igor Vivanco
- Cancer Therapeutics, The Institute of Cancer Research, Sutton, UK
| | - Andrea Sottoriva
- Centre for Evolution and Cancer, The Institute of Cancer Research, Sutton, UK
| | - Daniel E Stange
- Department of Visceral, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus, Dresden, Germany
- German Cancer Consortium (DKTK), Partner Site Dresden, Heidelberg, Germany
- National Center for Tumor Diseases, Partner Site Dresden, Heidelberg, Germany
| | - David Cunningham
- Department of Medicine, Royal Marsden Hospital NHS Trust, London, UK
| | - Nicola Valeri
- Department of Medicine, Royal Marsden Hospital NHS Trust, London, UK
- Molecular Pathology, The Institute of Cancer Research, Sutton, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, Sutton, UK
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16
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Angerilli V, Fontana E, Lonardi S, Sbaraglia M, Borelli B, Munari G, Salmaso R, Guzzardo V, Spolverato G, Pucciarelli S, Pilati P, Hahne JC, Bergamo F, Zagonel V, Dei Tos AP, Sadanandam A, Loupakis F, Valeri N, Fassan M. Intratumor morphologic and transcriptomic heterogeneity in V600EBRAF-mutated metastatic colorectal adenocarcinomas. ESMO Open 2021; 6:100211. [PMID: 34271310 PMCID: PMC8282957 DOI: 10.1016/j.esmoop.2021.100211] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [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: 05/12/2021] [Revised: 06/23/2021] [Accepted: 06/25/2021] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Intratumor heterogeneity (ITH) is described as the presence of various clones within one tumor, each with their own unique features in terms of morphology, inflammation, genetics or transcriptomics. Heterogeneity provides the fuel for drug resistance; therefore, an accurate assessment of tumor heterogeneity is essential for the development of effective therapies. The purpose of this study was to dissect morphologic and molecular ITH in colorectal adenocarcinoma. MATERIALS AND METHODS A series of 120 V600EBRAF-mutated (V600EBRAFmt) consecutive metastatic colorectal adenocarcinomas was assessed for morphologic heterogeneity. The two heterogeneous components of each specimen underwent a histopathological, immunohistochemical and molecular characterization to evaluate: histologic variant, grading, tumor-infiltrating lymphocytes (TILs), mismatch repair proteins' expression, KRAS/BRAF/NRAS mutations, microsatellite instability (MSI) status and consensus molecular subtype (CMS). RESULTS Thirty-one out of 120 (25.8%) V600EBRAFmt primary colorectal adenocarcinomas presented a heterogeneous morphology. Among these, eight cases had adequate material for molecular profiling. Five out of the eight (62.5%) cases resulted instable at MSI testing. The majority (62.5%) of the samples showed a CMS4 phenotype based on gene expression profiling. Heterogeneity in CMS classification was observed in four out of eight cases. One out of eight cases presented significant heterogeneity in the number of TILs between the two components of the tumor. CONCLUSIONS Although the distribution of the immune infiltrate appears relatively conserved among heterogeneous areas of the same tumor, changes in gene expression profile and CMS occur in 50% of V600EBRAFmt adenocarcinoma cases in our small series and might contribute to variability in response to anticancer therapy and clinical outcomes. Assessment of morphological and molecular ITH is needed to improve colorectal cancer classification and to tailor anticancer treatments and should be included in the pathology report.
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Affiliation(s)
- V Angerilli
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | - E Fontana
- Division of Molecular Pathology, Institute of Cancer Research, London, UK
| | - S Lonardi
- Medical Oncology Unit 3, Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Castelfranco Veneto, Italy
| | - M Sbaraglia
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | - B Borelli
- Department of Translational Research and New Technologies in Medicine and Surgery, Unit of Medical Oncology, Azienda Ospedaliero-Universitaria Pisana, University of Pisa, Pisa, Italy
| | - G Munari
- Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - R Salmaso
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | - V Guzzardo
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | - G Spolverato
- Department of Surgery, Oncology & Gastroenterology, 1st Surgery Unit, University of Padua, Padua, Italy
| | - S Pucciarelli
- Department of Surgery, Oncology & Gastroenterology, 1st Surgery Unit, University of Padua, Padua, Italy
| | - P Pilati
- Surgery Unit, Veneto Institute of Oncology IOV-IRCCS, Castelfranco Veneto, Italy
| | - J C Hahne
- Division of Molecular Pathology, Institute of Cancer Research, London, UK
| | - F Bergamo
- Medical Oncology Unit 1, Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - V Zagonel
- Medical Oncology Unit 1, Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - A P Dei Tos
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy
| | - A Sadanandam
- Division of Molecular Pathology, Institute of Cancer Research, London, UK
| | - F Loupakis
- Department of Surgery, Oncology & Gastroenterology, 1st Surgery Unit, University of Padua, Padua, Italy
| | - N Valeri
- Division of Molecular Pathology, Institute of Cancer Research, London, UK; Division of Surgery and Cancer, Imperial College London, London, UK
| | - M Fassan
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy; Veneto Institute of Oncology IOV-IRCCS, Padua, Italy.
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17
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Pinato DJ, Valeri N, Muhammed A, Cortellini A. Therapeutic targeting of VEGFR2 in HBV-associated hepatocellular carcinoma. Lancet Gastroenterol Hepatol 2021; 6:515-516. [PMID: 33971142 DOI: 10.1016/s2468-1253(21)00134-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 04/01/2021] [Indexed: 12/09/2022]
Affiliation(s)
- David J Pinato
- Department of Surgery and Cancer, Imperial College London, Faculty of Medicine, London W12 0HS, UK; Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy.
| | - Nicola Valeri
- Department of Surgery and Cancer, Imperial College London, Faculty of Medicine, London W12 0HS, UK; Division of Molecular Pathology and Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK; Department of Medicine, The Royal Marsden NHS Trust, London, UK
| | - Ambreen Muhammed
- Department of Surgery and Cancer, Imperial College London, Faculty of Medicine, London W12 0HS, UK
| | - Alessio Cortellini
- Department of Surgery and Cancer, Imperial College London, Faculty of Medicine, London W12 0HS, UK; Department of Biotechnology and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
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18
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Hahne JC, Lampis A, Ghidini M, Ratti M, Senti C, Passalacqua R, Cascione L, Braconi C, Sansom O, Fassan M, Valeri N. Abstract 2373: Expression of exosomal let-7g in biofluids and outcome in colon cancer patient treated with anti-EGFR therapy. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-2373] [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
Introduction: Monoclonal antibodies against the Epidermal Growth Factor Receptor (EGFR) such as cetuximab or panitumumab are used for the treatment of metastatic colorectal cancer (mCRC) patients. Unfortunately, most patients develop resistance against these therapies within months. Several studies have shown that aberrations in the RAS pathway are responsible for resistance. However, even in metastases that are refractory to anti-EGFR treatment a significant fraction of RAS wild-type (wt) cells remain. These findings suggest a cross-talk between RAS mutant and wt cells in mediating resistance in the wt compartment.
Methods: Mouse and patient-derived organoids from mCRC as well as CRC cell lines were used to test the contribution of extracellular vesicles in mediating resistance in RAS wt cells. Using conditioned media, transfection experiments and liquid biopsies (plasma and urine) from patients differential expression of the let-7g microRNA was demonstrated in microvesicles from cetuximab sensitive and resistant cells. Changes in expression of let-7g were further analyzed by in-situ hybridization in tissues.
Results: Conditioned media from RAS mutant organoids rendered RAS wt organoids resistant against cetuximab treatment. Basal let-7g expression from pre-treatment plasma and urine samples of RAS wt patients correlated with clinical outcome and changes in let-7g circulating levels mirrored clinical behavior. In-situ hybridization in tissues confirmed changes in expression of the let-7g microRNA observed in plasma and urine samples.
Conclusions: Our data suggest that let-7g microRNA might function as a paracrine mediator of anti-EGFR resistance and might be exploited as a non-invasive biomarker of resistance to cetuximab treatment. Further work is ongoing to characterize the molecular mechanisms underpinning let-7g mediated effect on anti-EGFR sensitivity in RAS wt CRC cells.
Citation Format: Jens C. Hahne, Andrea Lampis, Michele Ghidini, Margherita Ratti, Chiara Senti, Rodolfo Passalacqua, Luciano Cascione, Chiara Braconi, Owen Sansom, Matteo Fassan, Nicola Valeri. Expression of exosomal let-7g in biofluids and outcome in colon cancer patient treated with anti-EGFR therapy [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 2373.
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Affiliation(s)
- Jens C. Hahne
- 1The Institute of Cancer Research, Sutton, United Kingdom
| | - Andrea Lampis
- 1The Institute of Cancer Research, Sutton, United Kingdom
| | - Michele Ghidini
- 2Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Chiara Senti
- 3ASST di Cremona, Ospedale di Cremona, Cremona, Italy
| | | | | | | | - Owen Sansom
- 6The Beatson Institute for Cancer Research, Glasgow, United Kingdom
| | | | - Nicola Valeri
- 1The Institute of Cancer Research, Sutton, United Kingdom
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19
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Openshaw MR, Pinato DJ, Valeri N. Back from the Brink: EGFR Inhibition in Gastroesophageal Cancer. Clin Cancer Res 2021; 27:2964-2966. [PMID: 33771852 DOI: 10.1158/1078-0432.ccr-21-0533] [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: 02/25/2021] [Revised: 03/06/2021] [Accepted: 03/15/2021] [Indexed: 11/16/2022]
Abstract
Gastroesophageal adenocarcinomas (GEA) remain difficult to treat with limited targeted therapeutics. Negative results from randomized trials of EGFR inhibitors (EGFRi) in patients with molecularly unselected GEA have hampered the development of EGFRi in the gastroesophageal cancer space. A recent study reopens the game.See related article by Corso et al., p. 3126.
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Affiliation(s)
- Mark R Openshaw
- Department of Surgery and Cancer, Faculty of Medicine, Hammersmith Hospital, Imperial College London, London, United Kingdom
| | - David J Pinato
- Department of Surgery and Cancer, Faculty of Medicine, Hammersmith Hospital, Imperial College London, London, United Kingdom
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Nicola Valeri
- Department of Surgery and Cancer, Faculty of Medicine, Hammersmith Hospital, Imperial College London, London, United Kingdom.
- Division of Molecular Pathology, The Institute of Cancer Research, London, United Kingdom
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, United Kingdom
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20
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Lampis A, Ratti M, Ghidini M, Mirchev MB, Okuducu AF, Valeri N, Hahne JC. Challenges and perspectives for immunotherapy in oesophageal cancer: A look to the future (Review). Int J Mol Med 2021; 47:97. [PMID: 33846775 PMCID: PMC8041478 DOI: 10.3892/ijmm.2021.4930] [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] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 02/25/2021] [Indexed: 12/16/2022] Open
Abstract
Oesophageal cancer is one of the most aggressive malignancies with limited treatment options, thus resulting in a high morbidity and mortality. With 5‑year survival rates of only 5‑10%, oesophageal cancer holds a dismal prognosis for patients. In order to improve overall survival, the early diagnosis and tools for patient stratification for personalized treatment are urgent needs. A minority of oesophageal cancers belong to the spectrum of Lynch syndrome‑associated cancers and are characterized by microsatellite instability (MSI). Microsatellite instability is a consequence of defective mismatch repair protein functions and it has been well characterized in other gastrointestinal tumours, such as colorectal and gastric cancer. In the latter, high levels of MSI are associated with a better prognosis and with an increased benefit to immune‑based therapies. Therefore, similar therapeutic approaches could offer an opportunity of treatment for oesophageal cancer patients with MSI. Apart from immune checkpoint inhibitors, other immunotherapies such as adoptive T‑cell transfer, peptide vaccine and oncolytic viruses are under investigation in oesophageal cancer patients. In the present review, the rationale and current knowledge about immunotherapies in oesophageal cancer are summarised.
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Affiliation(s)
- Andrea Lampis
- Division of Molecular Pathology, The Institute of Cancer Research, Sutton SM25NG, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, Sutton SM25NG, UK
| | - Margherita Ratti
- Division of Molecular Pathology, The Institute of Cancer Research, Sutton SM25NG, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, Sutton SM25NG, UK
- Medical Department, Division of Oncology, Hospital Trust of Cremona, I-26100 Cremona, Italy
| | - Michele Ghidini
- Division of Medical Oncology, Hospital Policlinic 'Fondazione IRCCS Ca' Granda Ospedale Maggiore', I-20122 Milan, Italy
| | - Milko B. Mirchev
- Clinic of Gastroenterology, Medical University, 9002 Varna, Bulgaria
| | | | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, Sutton SM25NG, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, Sutton SM25NG, UK
- Department of Medicine, The Royal Marsden NHS Foundation Trust, Sutton SM25NG, UK
| | - Jens Claus Hahne
- Division of Molecular Pathology, The Institute of Cancer Research, Sutton SM25NG, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, Sutton SM25NG, UK
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21
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Knight JRP, Alexandrou C, Skalka GL, Vlahov N, Pennel K, Officer L, Teodosio A, Kanellos G, Gay DM, May-Wilson S, Smith EM, Najumudeen AK, Gilroy K, Ridgway RA, Flanagan DJ, Smith RCL, McDonald L, MacKay C, Cheasty A, McArthur K, Stanway E, Leach JD, Jackstadt R, Waldron JA, Campbell AD, Vlachogiannis G, Valeri N, Haigis KM, Sonenberg N, Proud CG, Jones NP, Swarbrick ME, McKinnon HJ, Faller WJ, Le Quesne J, Edwards J, Willis AE, Bushell M, Sansom OJ. MNK Inhibition Sensitizes KRAS-Mutant Colorectal Cancer to mTORC1 Inhibition by Reducing eIF4E Phosphorylation and c-MYC Expression. Cancer Discov 2021; 11:1228-1247. [PMID: 33328217 PMCID: PMC7611341 DOI: 10.1158/2159-8290.cd-20-0652] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [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: 05/12/2020] [Revised: 10/21/2020] [Accepted: 12/11/2020] [Indexed: 12/16/2022]
Abstract
KRAS-mutant colorectal cancers are resistant to therapeutics, presenting a significant problem for ∼40% of cases. Rapalogs, which inhibit mTORC1 and thus protein synthesis, are significantly less potent in KRAS-mutant colorectal cancer. Using Kras-mutant mouse models and mouse- and patient-derived organoids, we demonstrate that KRAS with G12D mutation fundamentally rewires translation to increase both bulk and mRNA-specific translation initiation. This occurs via the MNK/eIF4E pathway culminating in sustained expression of c-MYC. By genetic and small-molecule targeting of this pathway, we acutely sensitize KRASG12D models to rapamycin via suppression of c-MYC. We show that 45% of colorectal cancers have high signaling through mTORC1 and the MNKs, with this signature correlating with a 3.5-year shorter cancer-specific survival in a subset of patients. This work provides a c-MYC-dependent cotargeting strategy with remarkable potency in multiple Kras-mutant mouse models and metastatic human organoids and identifies a patient population that may benefit from its clinical application. SIGNIFICANCE: KRAS mutation and elevated c-MYC are widespread in many tumors but remain predominantly untargetable. We find that mutant KRAS modulates translation, culminating in increased expression of c-MYC. We describe an effective strategy targeting mTORC1 and MNK in KRAS-mutant mouse and human models, pathways that are also commonly co-upregulated in colorectal cancer.This article is highlighted in the In This Issue feature, p. 995.
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Affiliation(s)
| | | | - George L Skalka
- CRUK Beatson Institute, Glasgow, United Kingdom
- MRC Toxicology Unit, University of Cambridge, Cambridge, United Kingdom
| | | | - Kathryn Pennel
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Leah Officer
- MRC Toxicology Unit, University of Cambridge, Cambridge, United Kingdom
| | - Ana Teodosio
- MRC Toxicology Unit, University of Cambridge, Cambridge, United Kingdom
| | | | - David M Gay
- CRUK Beatson Institute, Glasgow, United Kingdom
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | | | | | | | | | | | | | - Rachael C L Smith
- CRUK Beatson Institute, Glasgow, United Kingdom
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Laura McDonald
- Drug Discovery Unit, CRUK Beatson Institute, Glasgow, United Kingdom
| | - Craig MacKay
- Drug Discovery Unit, CRUK Beatson Institute, Glasgow, United Kingdom
| | - Anne Cheasty
- CRUK Therapeutic Discovery Laboratories, Jonas Webb Building, Babraham Research Campus, Cambridge, United Kingdom
| | - Kerri McArthur
- CRUK Therapeutic Discovery Laboratories, Jonas Webb Building, Babraham Research Campus, Cambridge, United Kingdom
| | - Emma Stanway
- CRUK Therapeutic Discovery Laboratories, Jonas Webb Building, Babraham Research Campus, Cambridge, United Kingdom
| | - Joshua D Leach
- CRUK Beatson Institute, Glasgow, United Kingdom
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | | | | | | | - Georgios Vlachogiannis
- Division of Molecular Pathology, The Institute of Cancer Research, London, United Kingdom
| | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, London, United Kingdom
- Department of Medicine, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Kevin M Haigis
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts
| | - Nahum Sonenberg
- Department of Biochemistry and Goodman Cancer Research Center, McGill University, Montreal, Quebec, Canada
| | - Christopher G Proud
- Lifelong Health, South Australian Health and Medical Research Institute, North Terrace, Adelaide, South Australia, Australia
- Department of Biological Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | - Neil P Jones
- CRUK Therapeutic Discovery Laboratories, Jonas Webb Building, Babraham Research Campus, Cambridge, United Kingdom
| | - Martin E Swarbrick
- CRUK Therapeutic Discovery Laboratories, Jonas Webb Building, Babraham Research Campus, Cambridge, United Kingdom
| | | | | | - John Le Quesne
- MRC Toxicology Unit, University of Cambridge, Cambridge, United Kingdom
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
- Leicester Cancer Research Centre, University of Leicester, Leicester, United Kingdom
- Glenfield Hospital, Leicester University Hospitals NHS Trust, Leicester, United Kingdom
| | - Joanne Edwards
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Anne E Willis
- MRC Toxicology Unit, University of Cambridge, Cambridge, United Kingdom
| | - Martin Bushell
- CRUK Beatson Institute, Glasgow, United Kingdom
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Owen J Sansom
- CRUK Beatson Institute, Glasgow, United Kingdom.
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
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22
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Abstract
Non-coding RNAs are important regulators of differentiation during embryogenesis as well as key players in the fine-tuning of transcription and furthermore, they control the post-transcriptional regulation of mRNAs under physiological conditions. Deregulated expression of non-coding RNAs is often identified as one major contribution in a number of pathological conditions. Non-coding RNAs are a heterogenous group of RNAs and they represent the majority of nuclear transcripts in eukaryotes. An evolutionary highly conserved sub-group of non-coding RNAs is represented by vault RNAs, named since firstly discovered as component of the largest known ribonucleoprotein complexes called "vault". Although they have been initially described 30 years ago, vault RNAs are largely unknown and their molecular role is still under investigation. In this review we will summarize the known functions of vault RNAs and their involvement in cellular mechanisms.
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Affiliation(s)
- Jens Claus Hahne
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK.
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK.
| | - Andrea Lampis
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
- Department of Medicine, The Royal Marsden NHS Foundation Trust, London, UK
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23
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Tajan M, Hennequart M, Cheung EC, Zani F, Hock AK, Legrave N, Maddocks ODK, Ridgway RA, Athineos D, Suárez-Bonnet A, Ludwig RL, Novellasdemunt L, Angelis N, Li VSW, Vlachogiannis G, Valeri N, Mainolfi N, Suri V, Friedman A, Manfredi M, Blyth K, Sansom OJ, Vousden KH. Serine synthesis pathway inhibition cooperates with dietary serine and glycine limitation for cancer therapy. Nat Commun 2021; 12:366. [PMID: 33446657 PMCID: PMC7809039 DOI: 10.1038/s41467-020-20223-y] [Citation(s) in RCA: 119] [Impact Index Per Article: 39.7] [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: 10/01/2019] [Accepted: 11/18/2020] [Indexed: 12/13/2022] Open
Abstract
Many tumour cells show dependence on exogenous serine and dietary serine and glycine starvation can inhibit the growth of these cancers and extend survival in mice. However, numerous mechanisms promote resistance to this therapeutic approach, including enhanced expression of the de novo serine synthesis pathway (SSP) enzymes or activation of oncogenes that drive enhanced serine synthesis. Here we show that inhibition of PHGDH, the first step in the SSP, cooperates with serine and glycine depletion to inhibit one-carbon metabolism and cancer growth. In vitro, inhibition of PHGDH combined with serine starvation leads to a defect in global protein synthesis, which blocks the activation of an ATF-4 response and more broadly impacts the protective stress response to amino acid depletion. In vivo, the combination of diet and inhibitor shows therapeutic efficacy against tumours that are resistant to diet or drug alone, with evidence of reduced one-carbon availability. However, the defect in ATF4-response seen in vitro following complete depletion of available serine is not seen in mice, where dietary serine and glycine depletion and treatment with the PHGDH inhibitor lower but do not eliminate serine. Our results indicate that inhibition of PHGDH will augment the therapeutic efficacy of a serine depleted diet.
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Affiliation(s)
- Mylène Tajan
- The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
| | - Marc Hennequart
- The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
| | - Eric C Cheung
- The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
| | - Fabio Zani
- The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
| | - Andreas K Hock
- Cancer Research UK Beatson Institute, Switchback Road, Glasgow, G61 1BD, UK
- Mechanistic Biology and Profiling, Discovery Sciences, R&D, AstraZeneca, Cambridge, UK
| | - Nathalie Legrave
- The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
| | - Oliver D K Maddocks
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Glasgow, G61 1QH, UK
| | - Rachel A Ridgway
- Cancer Research UK Beatson Institute, Switchback Road, Glasgow, G61 1BD, UK
| | - Dimitris Athineos
- Cancer Research UK Beatson Institute, Switchback Road, Glasgow, G61 1BD, UK
| | | | - Robert L Ludwig
- The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
| | | | - Nikolaos Angelis
- The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
| | - Vivian S W Li
- The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
| | - Georgios Vlachogiannis
- Gastrointestinal Cancer Biology and Genomics Team, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Nicola Valeri
- Gastrointestinal Cancer Biology and Genomics Team, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London, UK
- Department of Medicine, The Royal Marsden NHS Foundation Trust, London, UK
| | | | - Vipin Suri
- Raze Therapeutics, Inc., Cambridge, MA, USA
| | | | | | - Karen Blyth
- Cancer Research UK Beatson Institute, Switchback Road, Glasgow, G61 1BD, UK
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Glasgow, G61 1QH, UK
| | - Owen J Sansom
- Cancer Research UK Beatson Institute, Switchback Road, Glasgow, G61 1BD, UK
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Glasgow, G61 1QH, UK
| | - Karen H Vousden
- The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK.
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Ghidini M, Lampis A, Mirchev MB, Okuducu AF, Ratti M, Valeri N, Hahne JC. Immune-Based Therapies and the Role of Microsatellite Instability in Pancreatic Cancer. Genes (Basel) 2020; 12:33. [PMID: 33383713 PMCID: PMC7823781 DOI: 10.3390/genes12010033] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [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] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 12/11/2020] [Accepted: 12/25/2020] [Indexed: 02/07/2023] Open
Abstract
Pancreatic cancer is one of the most aggressive malignancies with limited treatment options thus resulting in high morbidity and mortality. Among all cancers, with a five-year survival rates of only 2-9%, pancreatic cancer holds the worst prognostic outcome for patients. To improve the overall survival, an earlier diagnosis and stratification of cancer patients for personalized treatment options are urgent needs. A minority of pancreatic cancers belong to the spectrum of Lynch syndrome-associated cancers and are characterized by microsatellite instability (MSI). MSI is a consequence of defective mismatch repair protein functions and it has been well characterized in other gastrointestinal tumors such as colorectal and gastric cancer. In the latter, high levels of MSI are linked to a better prognosis and to an increased benefit to immune-based therapies. Therefore, the same therapies could offer an opportunity of treatment for pancreatic cancer patients with MSI. In this review, we summarize the current knowledge about immune-based therapies and MSI in pancreatic cancer.
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Affiliation(s)
- Michele Ghidini
- Division of Medical Oncology, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy;
| | - Andrea Lampis
- Division of Molecular Pathology, The Institute of Cancer Research, London SM25NG, UK; (A.L.); (M.R.); (N.V.)
- Centre for Evolution and Cancer, The Institute of Cancer Research, London SM25NG, UK
| | - Milko B. Mirchev
- Clinic of Gastroenterology, Medical University, 9002 Varna, Bulgaria;
| | | | - Margherita Ratti
- Division of Molecular Pathology, The Institute of Cancer Research, London SM25NG, UK; (A.L.); (M.R.); (N.V.)
- Centre for Evolution and Cancer, The Institute of Cancer Research, London SM25NG, UK
- Medical Department, Division of Oncology, ASST di Cremona, Ospedale di Cremona, 26100 Cremona, Italy
| | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, London SM25NG, UK; (A.L.); (M.R.); (N.V.)
- Centre for Evolution and Cancer, The Institute of Cancer Research, London SM25NG, UK
- Department of Medicine, The Royal Marsden NHS Foundation Trust, London SM25NG, UK
| | - Jens C. Hahne
- Division of Molecular Pathology, The Institute of Cancer Research, London SM25NG, UK; (A.L.); (M.R.); (N.V.)
- Centre for Evolution and Cancer, The Institute of Cancer Research, London SM25NG, UK
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25
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Lampis A, Hahne JC, Hedayat S, Valeri N. MicroRNAs as mediators of drug resistance mechanisms. Curr Opin Pharmacol 2020; 54:44-50. [PMID: 32898724 DOI: 10.1016/j.coph.2020.08.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [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: 05/18/2020] [Revised: 07/24/2020] [Accepted: 08/05/2020] [Indexed: 02/07/2023]
Abstract
MicroRNAs are small RNA transcripts involved in fine-tuning of several cellular mechanisms and pathways crucial for maintaining cells' homeostasis like apoptosis, differentiation, inflammation and cell-cycle regulation. They act by regulation of gene expression at post-transcriptional level through fine-tuning of target proteins expression. Expression of microRNAs is cell-type specific and since their discovery they have been proven to be deregulated in various disorders including cancer. Several lines of evidence are emerging that link microRNAs to drug resistance mechanisms in tumours given their important role in modulating oncogenic and tumour suppressive mechanisms. This review will focus on latest knowledge of the roles and mechanisms of microRNAs as mediators to drug resistance and the implications for future therapies.
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Affiliation(s)
- Andrea Lampis
- Division of Molecular Pathology and Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK.
| | - Jens C Hahne
- Division of Molecular Pathology and Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Somaieh Hedayat
- Division of Molecular Pathology and Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Nicola Valeri
- Division of Molecular Pathology and Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK; Department of Medicine, The Royal Marsden Hospital, London and Sutton, UK
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26
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Khan K, Gonzalez-Exposito R, Cunningham D, Koh DM, Woolston A, Barber L, Griffiths B, Kouvelakis K, Calamai V, Bali M, Khan N, Bryant A, Saffery C, Dearman C, Begum R, Rao S, Starling N, Watkins D, Chau I, Braconi C, Valeri N, Gerlinger M, Fotiadis N. Diagnostic Accuracy and Safety of Coaxial System in Oncology Patients Treated in a Specialist Cancer Center With Prospective Validation Within Clinical Trial Data. Front Oncol 2020; 10:1634. [PMID: 33014822 PMCID: PMC7500492 DOI: 10.3389/fonc.2020.01634] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 04/14/2020] [Accepted: 07/27/2020] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Image-guided tissue biopsies are critically important in the diagnosis and management of cancer patients. High-yield samples are also vital for biomarker and resistance mechanism discovery through molecular/genomic analyses. PATIENTS AND METHODS All consecutive patients who underwent plugged image-guided biopsy at Royal Marsden from June 2013 until September 2016 were included in the analysis. In the next step, a second cohort of patients prospectively treated within two clinical trials (PROSPECT-C and PROSPECT-R) were assessed for the DNA yield from biopsies assessed for complex genomic analysis. RESULTS A total of 522 plugged core biopsies were performed in 457 patients [men, 52%; median age, 63 years (range, 17-93)]. Histological diagnosis was achieved in 501 of 522 (96%) performed biopsies. Age, gender, modality, metastatic site, and seniority of the interventionist were not found to be significant factors associated with odds of failure on a logistic regression. Seventeen (3.3%) were admitted due to biopsy-related complications; nine, three, two, one, one, and one were admitted for grade I/II pain control, sepsis, vasovagal syncope, thrombosis, hematuria, and deranged liver functions, respectively; two patients with right upper quadrant pain after liver biopsy were found to have radiologically confirmed subcapsular hematoma requiring conservative treatment. One patient (0.2%) developed grade III hemorrhage following biopsy of a gastric gastrointestinal stromal tumor (GIST). Overall molecular analysis was successful in 89% (197/222 biopsies). Prospective validation in 62 biopsies gave success rates of 92.06 and 79.03% for DNA extraction of >1 μm and tmour content of >20%, respectively. CONCLUSION The probability of diagnostic success for complex molecular analysis is increased with plugged large coaxial needle biopsy technique, which also minimizes complications and reduces hospital stay. High-yield DNA acquisition allows genomic molecular characterization for personalized medicine.
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Affiliation(s)
- Khurum Khan
- Department of Gastrointestinal Oncology, UCL Cancer Institute, University College NHS Foundation Trust, London, United Kingdom
| | | | - David Cunningham
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Dow-Mu Koh
- Cancer Research UK Cancer Imaging Centre, Division of Radiotherapy and Imaging, The Institute of Cancer Research and Royal Marsden Hospital, London, United Kingdom
| | - Andrew Woolston
- Translational Oncogenomics Laboratory, Centre for Evolution and Cancer, The Institute of Cancer Research, London, United Kingdom
| | - Louise Barber
- Translational Oncogenomics Laboratory, Centre for Evolution and Cancer, The Institute of Cancer Research, London, United Kingdom
| | - Beatrice Griffiths
- Translational Oncogenomics Laboratory, Centre for Evolution and Cancer, The Institute of Cancer Research, London, United Kingdom
| | | | - Vanessa Calamai
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Monia Bali
- Cancer Research UK Cancer Imaging Centre, Division of Radiotherapy and Imaging, The Institute of Cancer Research and Royal Marsden Hospital, London, United Kingdom
| | - Nasir Khan
- Cancer Research UK Cancer Imaging Centre, Division of Radiotherapy and Imaging, The Institute of Cancer Research and Royal Marsden Hospital, London, United Kingdom
| | - Annette Bryant
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Claire Saffery
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Charles Dearman
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Ruwaida Begum
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Sheela Rao
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Naureen Starling
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - David Watkins
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Ian Chau
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Chiara Braconi
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
| | - Nicola Valeri
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
- Division of Molecular Pathology, The Institute of Cancer Research, London, United Kingdom
| | - Marco Gerlinger
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
- Translational Oncogenomics Laboratory, Centre for Evolution and Cancer, The Institute of Cancer Research, London, United Kingdom
| | - Nicos Fotiadis
- Cancer Research UK Cancer Imaging Centre, Division of Radiotherapy and Imaging, The Institute of Cancer Research and Royal Marsden Hospital, London, United Kingdom
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27
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Carotenuto P, Hedayat S, Fassan M, Cardinale V, Lampis A, Guzzardo V, Vicentini C, Scarpa A, Cascione L, Costantini D, Carpino G, Alvaro D, Ghidini M, Trevisani F, Te Poele R, Salati M, Ventura S, Vlachogiannis G, Hahne JC, Boulter L, Forbes SJ, Guest RV, Cillo U, Said‐Huntingford I, Begum R, Smyth E, Michalarea V, Cunningham D, Rimassa L, Santoro A, Roncalli M, Kirkin V, Clarke P, Workman P, Valeri N, Braconi C. Modulation of Biliary Cancer Chemo-Resistance Through MicroRNA-Mediated Rewiring of the Expansion of CD133+ Cells. Hepatology 2020; 72:982-996. [PMID: 31879968 PMCID: PMC7590111 DOI: 10.1002/hep.31094] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 12/15/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND AIMS Changes in single microRNA (miRNA) expression have been associated with chemo-resistance in biliary tract cancers (BTCs). However, a global assessment of the dynamic role of the microRNome has never been performed to identify potential therapeutic targets that are functionally relevant in the BTC cell response to chemotherapy. APPROACH AND RESULTS High-throughput screening (HTS) of 997 locked nucleic acid miRNA inhibitors was performed in six cholangiocarcinoma cell lines treated with cisplatin and gemcitabine (CG) seeking changes in cell viability. Validation experiments were performed with mirVana probes. MicroRNA and gene expression was assessed by TaqMan assay, RNA-sequencing, and in situ hybridization in four independent cohorts of human BTCs. Knockout of microRNA was achieved by CRISPR-CAS9 in CCLP cells (MIR1249KO) and tested for effects on chemotherapy sensitivity in vitro and in vivo. HTS revealed that MIR1249 inhibition enhanced chemotherapy sensitivity across all cell lines. MIR1249 expression was increased in 41% of cases in human BTCs. In validation experiments, MIR1249 inhibition did not alter cell viability in untreated or dimethyl sulfoxide-treated cells; however, it did increase the CG effect. MIR1249 expression was increased in CD133+ biliary cancer cells freshly isolated from the stem cell niche of human BTCs as well as in CD133+ chemo-resistant CCLP cells. MIR1249 modulated the chemotherapy-induced enrichment of CD133+ cells by controlling their clonal expansion through the Wnt-regulator FZD8. MIR1249KO cells had impaired expansion of the CD133+ subclone and its enrichment after chemotherapy, reduced expression of cancer stem cell markers, and increased chemosensitivity. MIR1249KO xenograft BTC models showed tumor shrinkage after exposure to weekly CG, whereas wild-type models showed only stable disease over treatment. CONCLUSIONS MIR1249 mediates resistance to CG in BTCs and may be tested as a target for therapeutics.
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Zaniboni A, Ghidini M, Grossi F, Indini A, Trevisan F, Iaculli A, Dottorini L, Moleri G, Russo A, Vavassori I, Brevi A, Rausa E, Boni L, Dondossola D, Valeri N, Ghidini A, Tomasello G, Petrelli F. A Review of Clinical Practice Guidelines and Treatment Recommendations for Cancer Care in the COVID-19 Pandemic. Cancers (Basel) 2020; 12:E2452. [PMID: 32872421 PMCID: PMC7565383 DOI: 10.3390/cancers12092452] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [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: 08/06/2020] [Revised: 08/26/2020] [Accepted: 08/27/2020] [Indexed: 02/07/2023] Open
Abstract
The COVID-19 pandemic has inevitably caused those involved in cancer care to change clinical practice in order to minimize the risk of infection while maintaining cancer treatment as a priority. General advice during the pandemic suggests that most patients continue with ongoing therapies or planned surgeries, while follow-up visits may instead be delayed until the resolution of the outbreak. We conducted a literature search using PubMed to identify articles published in English language that reported on care recommendations for cancer patients during the COVID-19 pandemic from its inception up to 1st June 2020, using the terms "(cancer or tumor) AND (COVID 19)". Articles were selected for relevance and split into five categories: (1) personal recommendations of single or multiple authors, (2) recommendations of single authoritative centers, (3) recommendations of panels of experts or of multiple regional comprehensive centers, (4) recommendations of multicenter cooperative groups, (5) official guidelines or recommendations of health authorities. Of the 97 included studies, 10 were personal recommendations of single or multiple independent authors, 16 were practice recommendations of single authoritative cancer centers, 35 were recommendations provided by panel of experts or of multiple regional comprehensive centers, 19 were cooperative group position papers, and finally, 17 were official guidelines statements. The COVID-19 pandemic is a global emergency, and has rapidly modified our clinical practice. Delaying unnecessary treatment, minimizing toxicity, and identifying care priorities for surgery, radiotherapy, and systemic therapies must be viewed as basic priorities in the COVID-19 era.
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Affiliation(s)
| | - Michele Ghidini
- Oncology Unit, Fondazione IRCCS–Ca’ Granda, Ospedale Maggiore Policlinico Milan, 20122 Milan, Italy; (M.G.); (F.G.); (A.I.); (G.T.)
| | - Francesco Grossi
- Oncology Unit, Fondazione IRCCS–Ca’ Granda, Ospedale Maggiore Policlinico Milan, 20122 Milan, Italy; (M.G.); (F.G.); (A.I.); (G.T.)
| | - Alice Indini
- Oncology Unit, Fondazione IRCCS–Ca’ Granda, Ospedale Maggiore Policlinico Milan, 20122 Milan, Italy; (M.G.); (F.G.); (A.I.); (G.T.)
| | | | - Alessandro Iaculli
- Oncology Unit, ASST Bergamo Est, 24068 Seriate (BG), Italy; (A.I.); (L.D.)
| | - Lorenzo Dottorini
- Oncology Unit, ASST Bergamo Est, 24068 Seriate (BG), Italy; (A.I.); (L.D.)
| | - Giovanna Moleri
- Centro Servizi, Direzione Socio-Sanitaria, ASST Bergamo Ovest, 24047 Treviglio (BG), Italy;
| | - Alessandro Russo
- Surgical Oncology Unit, ASST Bergamo Ovest, 24047 Treviglio (BG), Italy;
| | - Ivano Vavassori
- Urology Unit, ASST Bergamo Ovest, 24047 Treviglio (BG), Italy;
| | - Alessandra Brevi
- Otorhinolaryngology-Head and Neck Surgery Unit, ASST Bergamo Ovest, 24047 Treviglio (BG), Italy;
| | - Emanuele Rausa
- General Surgery 1 Unit, ASST Papa Giovanni XXIII, 24127 Bergamo, Italy;
| | - Luigi Boni
- Department of Surgery, Fondazione IRCCS–Ca’ Granda, Ospedale Maggiore Policlinico, University of Milan, 20122 Milan, Italy;
| | - Daniele Dondossola
- General and Liver Transplant Surgery Unit, Fondazione IRCCS–Ca’ Granda, Ospedale Maggiore Policlinico Milan, 20122 Milan, Italy;
- Department of Pathophysiology and Transplantation, Università degli Studi of Milan, 20122 Milan, Italy
| | - Nicola Valeri
- Division of Molecular Pathology and Centre for Evolution and Cancer, The Institute of Cancer Research, London SW7 3RP, UK;
- Department of Medicine, The Royal Marsden Hospital, London SW3 6JJ, UK
| | | | - Gianluca Tomasello
- Oncology Unit, Fondazione IRCCS–Ca’ Granda, Ospedale Maggiore Policlinico Milan, 20122 Milan, Italy; (M.G.); (F.G.); (A.I.); (G.T.)
| | - Fausto Petrelli
- Oncology Unit, Medical Sciences Department, ASST Bergamo Ovest, 24047 Treviglio (BG), Italy
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29
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Hedayat S, Lampis A, Vlachogiannis G, Khan K, Marchetti S, Fassan M, Ghidini M, Begum R, Schirripa M, Passalacqua R, Cunningham D, Loupakis F, Valeri N. Abstract 5720: MicroRNA deregulation of the serine synthesis pathway controls intrinsic and non-cell autonomous mechanism of resistance to Regorafenib in metastatic colorectal cancer (mCRC). Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-5720] [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: MicroRNAs (miRs) are small non-coding RNAs involved in cell homeostasis. miR dysregulation has been linked with activation of oncogenic pathways, cancer progression and clinical outcome in mCRC. Chemo-refractory mCRC patients are often treated with regorafenib, a multi-tyrosine kinase inhibitor with anti-angiogenic effect. Given the limited clinical benefits of regorafenib in unselected patient populations, there is an unmet need for better patient stratification and identification of mechanisms of resistance.
Methods: Serial liquid biopsies were obtained at baseline (BL) and monthly until disease progression (PD) in 43 patients treated with regorafenib for chemo-refractory mCRC in the context of a phase II clinical trial (PROSPECT-R). Tissue biopsies were obtained at BL, after 2 months and at PD within the same trial and used to establish Patient-Derived Organoids (PDOs) and for molecular analyses. PDOs co-cultures and PDO-xenotransplants were generated to study primary and acquired resistance to regorafenib. Liquid biopsies were also obtained from an additional cohort (n=97) of mCRC patients treated with regorafenib. MiR profiling was performed on baseline seras using NanoString nCounter platform and significant miRs were validated with digital droplet (dd)PCR in serum, plasma, PDOs and by In Situ Hybridization (ISH) in matching tissue biopsies. Functional experiments were performed in PDOs, PDO co-cultures and PDO-xenotransplants.
Results: MiR expression was tested in 43 BL in the PROSPECT-R trial. Up-regulation of miR-652-3p was associated with poor PFS and OS. These results were validated by ddPCR on the same serum samples, matching plasmas and organoids. ISH confirmed upregulation of this miR in sequential tissues biopsies, PDOs and PDO-xenotransplants of patients with primary and acquired resistance to regorafenib. The same findings were confirmed in the validation cohort.
Functional experiments showed that miR-652-3p upregulation has significant effects on cancer cell migration. Up and down-regulation of miR-652-3p upon regorafenib treatment translated in a significant effect on cell viability in PDO co-cultures and liver PDO-xenotransplants. RNA-sequencing analysis of miR-652-3p over-expressing organoids showed downregulation of several components of the serine synthesis pathway. Among them, phosphoserine aminotransferase (PSAT1) was validated as a miR-652-3p direct target. Rescue experiments confirmed that PSAT1 over-expression and silencing lead to increase sensitivity and resistance to regorafenib respectively via cell and non-cell autonomous regulation of autophagy.
Conclusions: Our data suggest that miR-652-3p may be uses as a prognostic/predictive biomarker for the selection of treatment and provide mechanics insight on regorafenib resistance.
Citation Format: Somaieh Hedayat, Andrea Lampis, George Vlachogiannis, khurum Khan, Silvia Marchetti, Matteo Fassan, Michele Ghidini, Ruwaida Begum, Marta Schirripa, Rodolfo Passalacqua, David Cunningham, Fotios Loupakis, Nicola Valeri. MicroRNA deregulation of the serine synthesis pathway controls intrinsic and non-cell autonomous mechanism of resistance to Regorafenib in metastatic colorectal cancer (mCRC) [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 5720.
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Affiliation(s)
| | - Andrea Lampis
- 1Institute of Cancer Research, Sutton, United Kingdom
| | | | - khurum Khan
- 2The Royal Marsden NHS Trust, London, United Kingdom
| | | | - Matteo Fassan
- 3Surgical Pathology and Cytopathology Unit, University of Padua, Italy
| | | | - Ruwaida Begum
- 5The Royal Marsden NHS Trust, Sutton, United Kingdom
| | | | | | | | | | - Nicola Valeri
- 1Institute of Cancer Research, Sutton, United Kingdom
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30
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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: 213] [Impact Index Per Article: 53.3] [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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Ratti M, Lampis A, Ghidini M, Salati M, Mirchev MB, Valeri N, Hahne JC. MicroRNAs (miRNAs) and Long Non-Coding RNAs (lncRNAs) as New Tools for Cancer Therapy: First Steps from Bench to Bedside. Target Oncol 2020; 15:261-278. [PMID: 32451752 PMCID: PMC7283209 DOI: 10.1007/s11523-020-00717-x] [Citation(s) in RCA: 162] [Impact Index Per Article: 40.5] [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] [Indexed: 12/11/2022]
Abstract
Non-coding RNAs represent a significant proportion of the human genome. After having been considered as 'junk' for a long time, non-coding RNAs are now well established as playing important roles in maintaining cellular homeostasis and functions. Some non-coding RNAs show cell- and tissue-specific expression patterns and are specifically deregulated under pathological conditions (e.g. cancer). Therefore, non-coding RNAs have been extensively studied as potential biomarkers in the context of different diseases with a focus on microRNAs (miRNAs) and long non-coding RNAs (lncRNAs) for several years. Since their discovery, miRNAs have attracted more attention than lncRNAs in research studies; however, both families of non-coding RNAs have been established to play an important role in gene expression control, either as transcriptional or post-transcriptional regulators. Both miRNAs and lncRNAs can regulate key genes involved in the development of cancer, thus influencing tumour growth, invasion, and metastasis by increasing the activation of oncogenic pathways and limiting the expression of tumour suppressors. Furthermore, miRNAs and lncRNAs are also emerging as important mediators in drug-sensitivity and drug-resistance mechanisms. In the light of these premises, a number of pre-clinical and early clinical studies are exploring the potential of non-coding RNAs as new therapeutics. The aim of this review is to summarise the latest knowledge of the use of miRNAs and lncRNAs as therapeutic tools for cancer treatment.
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Affiliation(s)
- Margherita Ratti
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
- Medical Department, Division of Oncology, ASST di Cremona, Ospedale di Cremona, Cremona, Italy
| | - Andrea Lampis
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Michele Ghidini
- Division of Medical Oncology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Massimiliano Salati
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Milko B Mirchev
- Clinic of Gastroenterology, Medical University, Varna, Bulgaria
| | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
- Department of Medicine, The Royal Marsden NHS Foundation Trust, London, UK
| | - Jens C Hahne
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK.
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK.
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Loupakis F, Depetris I, Biason P, Intini R, Prete AA, Leone F, Lombardi P, Filippi R, Spallanzani A, Cascinu S, Bonetti LR, Maddalena G, Valeri N, Sottoriva A, Zapata L, Salmaso R, Munari G, Rugge M, Dei Tos AP, Golovato J, Sanborn JZ, Nguyen A, Schirripa M, Zagonel V, Lonardi S, Fassan M. Prediction of Benefit from Checkpoint Inhibitors in Mismatch Repair Deficient Metastatic Colorectal Cancer: Role of Tumor Infiltrating Lymphocytes. Oncologist 2020; 25:481-487. [PMID: 31967692 PMCID: PMC7288636 DOI: 10.1634/theoncologist.2019-0611] [Citation(s) in RCA: 75] [Impact Index Per Article: 18.8] [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: 08/09/2019] [Accepted: 11/27/2019] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Immunotherapy with immune checkpoint inhibitors (ICIs) is highly effective in microsatellite instability-high (MSI-H) metastatic colorectal cancer (mCRC); however, specific predictive biomarkers are lacking. PATIENTS AND METHODS Data and samples from 85 patients with MSI-H mCRC treated with ICIs were gathered. Tumor infiltrating lymphocytes (TILs) and tumor mutational burden (TMB) were analyzed in an exploratory cohort of "super" responders and "clearly" refractory patients; TILs were then evaluated in the whole cohort of patients. Primary objectives were the correlation between the number of TILs and TMB and their role as biomarkers of ICI efficacy. Main endpoints included response rate (RR), progression-free survival (PFS), and overall survival (OS). RESULTS In the exploratory cohort, an increasing number of TILs correlated to higher TMB (Pearson's test, p = .0429). In the whole cohort, median number of TILs was 3.6 in responders compared with 1.8 in nonresponders (Mann-Whitney test, p = .0448). RR was 70.6% in patients with high number of TILs (TILs-H) compared with 42.9% in patients with low number of TILs (odds ratio = 3.20, p = .0291). Survival outcomes differed significantly in favor of TILs-H (PFS: hazard ratio [HR] = 0.42, p = .0278; OS: HR = 0.41, p = .0463). CONCLUSION A significant correlation between higher TMB and increased number of TILs was shown. A significantly higher activity and better PFS and OS with ICI in MSI-H mCRC were reported in cases with high number of TILs, thus supporting further studies of TIL count as predictive biomarker of ICI efficacy. IMPLICATIONS FOR PRACTICE Microsatellite instability is the result of mismatch repair protein deficiency, caused by germline mutations or somatic modifications in mismatch repair genes. In metastatic colorectal cancer (mCRC), immunotherapy (with immune checkpoint inhibitors [ICIs]) demonstrated remarkable clinical benefit in microsatellite instability-high (MSI-H) patients. ICI primary resistance has been observed in approximately 25% of patients with MSI-H mCRC, underlining the need for predictive biomarkers. In this study, tumor mutational burden (TMB) and tumor infiltrating lymphocyte (TIL) analyses were performed in an exploratory cohort of patients with MSI-H mCRC treated with ICIs, demonstrating a significant correlation between higher TMB and increased number of TILs. Results also demonstrated a significant correlation between high number of TILs and clinical responses and survival benefit in a large data set of patients with MSI-H mCRC treated with ICI. TMB and TILs could represent predictive biomarkers of ICI efficacy in MSI-H mCRC and should be incorporated in future trials testing checkpoint inhibitors in colorectal cancer.
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Affiliation(s)
- Fotios Loupakis
- Department of Clinical and Experimental Oncology, Medical Oncology Unit 1, Veneto Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS)PaduaItaly
| | - Ilaria Depetris
- Department of Clinical and Experimental Oncology, Medical Oncology Unit 1, Veneto Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS)PaduaItaly
| | - Paola Biason
- Department of Clinical and Experimental Oncology, Medical Oncology Unit 1, Veneto Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS)PaduaItaly
| | - Rossana Intini
- Department of Clinical and Experimental Oncology, Medical Oncology Unit 1, Veneto Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS)PaduaItaly
| | - Alessandra Anna Prete
- Department of Clinical and Experimental Oncology, Medical Oncology Unit 1, Veneto Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS)PaduaItaly
| | - Francesco Leone
- Medical Oncology, ASL BiellaBiellaItaly
- Medical Oncology, Candiolo Cancer Institute, Fondazione Piemonte per l'Oncologia, IRCCSCandioloItaly
| | - Pasquale Lombardi
- Medical Oncology, Candiolo Cancer Institute, Fondazione Piemonte per l'Oncologia, IRCCSCandioloItaly
- Department of Oncology, University of TurinTurinItaly
| | - Roberto Filippi
- Medical Oncology, Candiolo Cancer Institute, Fondazione Piemonte per l'Oncologia, IRCCSCandioloItaly
- Department of Oncology, University of TurinTurinItaly
| | - Andrea Spallanzani
- Department of Oncology and Haematology, University Hospital of Modena and Reggio EmiliaModenaItaly
| | - Stefano Cascinu
- Department of Oncology and Haematology, University Hospital of Modena and Reggio EmiliaModenaItaly
| | | | - Giulia Maddalena
- Department of Clinical and Experimental Oncology, Medical Oncology Unit 1, Veneto Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS)PaduaItaly
| | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer ResearchLondonUnited Kingdom
- Department of Medicine, The Royal Marsden National Health Service (NHS) TrustLondonUnited Kingdom
| | - Andrea Sottoriva
- Centre for Evolution and Cancer, The Institute of Cancer ResearchLondonUnited Kingdom
| | - Luis Zapata
- Centre for Evolution and Cancer, The Institute of Cancer ResearchLondonUnited Kingdom
| | - Roberta Salmaso
- Surgical Pathology and Cytopathology Unit, Department of Medicine (DIMED), University of Padua, Padua University HospitalPaduaItaly
| | - Giada Munari
- Department of Clinical and Experimental Oncology, Medical Oncology Unit 1, Veneto Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS)PaduaItaly
| | - Massimo Rugge
- Surgical Pathology and Cytopathology Unit, Department of Medicine (DIMED), University of Padua, Padua University HospitalPaduaItaly
| | - Angelo Paolo Dei Tos
- Department of Pathology and Molecular Genetics, Treviso General HospitalTrevisoItaly
| | | | | | | | - Marta Schirripa
- Department of Clinical and Experimental Oncology, Medical Oncology Unit 1, Veneto Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS)PaduaItaly
| | - Vittorina Zagonel
- Department of Clinical and Experimental Oncology, Medical Oncology Unit 1, Veneto Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS)PaduaItaly
| | - Sara Lonardi
- Department of Clinical and Experimental Oncology, Medical Oncology Unit 1, Veneto Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS)PaduaItaly
| | - Matteo Fassan
- Surgical Pathology and Cytopathology Unit, Department of Medicine (DIMED), University of Padua, Padua University HospitalPaduaItaly
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Fassan M, Realdon S, Cascione L, Hahne JC, Munari G, Guzzardo V, Arcidiacono D, Lampis A, Brignola S, Dal Santo L, Agostini M, Bracon C, Maddalo G, Scarpa M, Farinati F, Zaninotto G, Valeri N, Rugge M. Circulating microRNA expression profiling revealed miR-92a-3p as a novel biomarker of Barrett's carcinogenesis. Pathol Res Pract 2020; 216:152907. [PMID: 32131978 DOI: 10.1016/j.prp.2020.152907] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 02/24/2020] [Accepted: 02/27/2020] [Indexed: 12/20/2022]
Abstract
The main intent of secondary prevention strategies for Barrett's esophagus (BE) patients relies in the prompt identification of patients with dysplasia (or intra-epithelial neoplasia; IEN) and early-stage adenocarcinoma (Barrett's adenocarcinoma; BAc). Despite the adequate characterization of the molecular landscape characterizing Barrett's carcinogenesis, no tissue and/or circulating biomarker has been approved for clinical use. A series of 25 serum samples (12 BE, 5 HG-IEN and 8 BAc) were analyzed for comprehensive miRNA profiling and ten miRNAs were found to be significantly dysregulated. In particular seven were upregulated (i.e. miR-92a-3p, miR-151a-5p, miR-362-3p, miR-345-3p, miR-619-3p, miR-1260b, and miR-1276) and three downregulated (i.e. miR-381-3p, miR-502-3p, and miR-3615) in HG-IEN/BAc samples in comparison to non-dysplastic BE. All the identified miRNAs showed significant ROC curves in discriminating among groups with AUC values range of 0.75-0.83. Validation of the results were performed by droplet digital PCR in two out of three tested miRNAs. To understand the cellular source of circulating miR-92a-3p, we analyzed its expression in endoscopy biopsy samples by both qRT-PCR and ISH analyses. As observed in serum samples, miR-92a-3p was over-expressed in HG-IEN/BAc samples in comparison to naïve esophageal squamous mucosa and BE and was mainly localized within the epithelial cells, supporting neoplastic cells as the main source of the circulating miRNA. Our data further demonstrated that circulating miRNAs are a promising mini-invasive diagnostic tool in the secondary follow-up and management of BE patients. Larger multi-Institutional studies should validate and investigate the most adequate miRNAs profile in discriminating BE patients in specific risk classes.
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Affiliation(s)
- Matteo Fassan
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padua, Padua, Italy.
| | | | - Luciano Cascione
- Institute of Oncology Research (IOR), Università della Svizzera italiana (USI), Bellinzona, Switzerland; SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Jens C Hahne
- Division of Molecular Pathology, Institute of Cancer Research, London, UK; Centre for Molecular Pathology, Royal Marsden Hospital, London, UK
| | - Giada Munari
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padua, Padua, Italy; Istituto Oncologico Veneto - IOV-IRCCS, Padua, Italy
| | - Vincenza Guzzardo
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padua, Padua, Italy
| | | | - Andrea Lampis
- Division of Molecular Pathology, Institute of Cancer Research, London, UK; Centre for Molecular Pathology, Royal Marsden Hospital, London, UK
| | - Stefano Brignola
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padua, Padua, Italy
| | - Luca Dal Santo
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padua, Padua, Italy
| | - Marco Agostini
- Department of Surgical Oncology and Gastroenterology Sciences (DiSCOG), Surgery Unit, University of Padua, Padua, Italy
| | - Chiara Bracon
- Beatson West of Scotland Cancer Centre, Glasgow, UK; University of Glasgow, Glasgow, UK
| | - Gemma Maddalo
- Department of Surgical Oncology and Gastroenterology Sciences (DiSCOG), Gastroenterology Unit, University of Padua, Padua, Italy
| | - Marco Scarpa
- General Surgery Unit, University Hospital of Padua, Padua, Italy
| | - Fabio Farinati
- Department of Surgical Oncology and Gastroenterology Sciences (DiSCOG), Gastroenterology Unit, University of Padua, Padua, Italy
| | | | - Nicola Valeri
- Division of Molecular Pathology, Institute of Cancer Research, London, UK; Centre for Molecular Pathology, Royal Marsden Hospital, London, UK.
| | - Massimo Rugge
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padua, Padua, Italy; Veneto Cancer Registry, Padua, Italy
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Acar A, Nichol D, Fernandez-Mateos J, Cresswell GD, Barozzi I, Hong SP, Trahearn N, Spiteri I, Stubbs M, Burke R, Stewart A, Caravagna G, Werner B, Vlachogiannis G, Maley CC, Magnani L, Valeri N, Banerji U, Sottoriva A. Exploiting evolutionary steering to induce collateral drug sensitivity in cancer. Nat Commun 2020; 11:1923. [PMID: 32317663 PMCID: PMC7174377 DOI: 10.1038/s41467-020-15596-z] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [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: 10/08/2019] [Accepted: 03/18/2020] [Indexed: 12/17/2022] Open
Abstract
Drug resistance mediated by clonal evolution is arguably the biggest problem in cancer therapy today. However, evolving resistance to one drug may come at a cost of decreased fecundity or increased sensitivity to another drug. These evolutionary trade-offs can be exploited using 'evolutionary steering' to control the tumour population and delay resistance. However, recapitulating cancer evolutionary dynamics experimentally remains challenging. Here, we present an approach for evolutionary steering based on a combination of single-cell barcoding, large populations of 108-109 cells grown without re-plating, longitudinal non-destructive monitoring of cancer clones, and mathematical modelling of tumour evolution. We demonstrate evolutionary steering in a lung cancer model, showing that it shifts the clonal composition of the tumour in our favour, leading to collateral sensitivity and proliferative costs. Genomic profiling revealed some of the mechanisms that drive evolved sensitivity. This approach allows modelling evolutionary steering strategies that can potentially control treatment resistance.
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Affiliation(s)
- Ahmet Acar
- Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
- Department of Biological Sciences, Middle East Technical University, Ankara, Turkey
| | - Daniel Nichol
- Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Javier Fernandez-Mateos
- Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - George D Cresswell
- Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Iros Barozzi
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Sung Pil Hong
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Nicholas Trahearn
- Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Inmaculada Spiteri
- Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Mark Stubbs
- CRUK Cancer Therapeutics Unit, The Institute of Cancer Research, London, UK
| | - Rosemary Burke
- CRUK Cancer Therapeutics Unit, The Institute of Cancer Research, London, UK
| | - Adam Stewart
- Clinical Pharmacology-Adaptive Therapy Group, Division of Cancer Therapeutics and Clinical Studies, The Institute of Cancer Research, London, UK
| | - Giulio Caravagna
- Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Benjamin Werner
- Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Georgios Vlachogiannis
- Gastrointestinal Cancer Biology and Genomics Team, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Carlo C Maley
- Arizona Cancer Evolution Center, Biodesign Institute, Arizona State University, Tempe, USA
| | - Luca Magnani
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Nicola Valeri
- Gastrointestinal Cancer Biology and Genomics Team, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
- Department of Medicine, The Royal Marsden NHS Foundation Trust, London, UK
| | - Udai Banerji
- CRUK Cancer Therapeutics Unit, The Institute of Cancer Research, London, UK.
- Clinical Pharmacology-Adaptive Therapy Group, Division of Cancer Therapeutics and Clinical Studies, The Institute of Cancer Research, London, UK.
- Drug Development Unit, The Institute of Cancer Research and The Royal Marsden Hospital NHS Foundation Trust, London, UK.
| | - Andrea Sottoriva
- Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK.
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35
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Hedayat S, Valeri N. Patient-Derived Organoids: Promises, Hurdles and Potential Clinical Applications. Clin Oncol (R Coll Radiol) 2020; 32:213-216. [PMID: 31926819 DOI: 10.1016/j.clon.2019.12.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Accepted: 12/04/2019] [Indexed: 02/08/2023]
Affiliation(s)
- S Hedayat
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK; Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - N Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK; Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK; Department of Medicine, The Royal Marsden NHS Trust, London, UK.
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36
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Kühnl A, Peckitt C, Patel B, Ardeshna KM, Macheta MP, Radford J, Johnson R, Paneesha S, Barton S, Chau I, Begum R, Valeri N, Wotherspoon A, Du Y, Zerizer I, Cunningham D. R-GEM-Lenalidomide versus R-GEM-P as second-line treatment of diffuse large B-cell lymphoma: results of the UK NRCI phase II randomised LEGEND trial. Ann Hematol 2020; 99:105-112. [PMID: 31776726 DOI: 10.1007/s00277-019-03842-4] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Accepted: 11/05/2019] [Indexed: 01/25/2023]
Abstract
Outcome of patients with relapsed/refractory (r/r) diffuse large B-cell lymphoma (DLBCL) remains poor, highlighting the need for novel treatment approaches. The multicentre randomised phase II LEGEND trial evaluated lenalidomide in combination with rituximab, methylprednisolone and gemcitabine (R-GEM-L) vs. standard R-GEM-P as second-line treatment of DLBCL. The study closed early to recruitment after the planned interim analysis failed to demonstrate a complete response (CR) rate of ≥ 40% in either arm. Among 34 evaluable patients, 7/18 (38.9%) achieved CR with R-GEM-L and 3/16 (18.8%) with R-GEM-P. Median event-free and overall survival was 3.5/3.8 months and 10.8/8.3 months for R-GEM-L and R-GEM-P, respectively. The incidence of grade ≥ 3 toxicities was 52% in R-GEM-L and 83% in R-GEM-P. Efficacy and tolerability of R-GEM-L seem comparable with R-GEM-P and other standard salvage therapies, but a stringent design led to early trial closure. Combination of lenalidomide with gemcitabine-based regimens should be further evaluated in r/r DLBCL.
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Affiliation(s)
- Andrea Kühnl
- Royal Marsden NHS Foundation Trust London and Surrey, Downs Road Sutton, Surrey, SM2 5PT, UK
- Department of Haematology, King's College Hospital NHS Foundation Trust, London, UK
| | - Clare Peckitt
- Royal Marsden NHS Foundation Trust London and Surrey, Downs Road Sutton, Surrey, SM2 5PT, UK
| | - Bijal Patel
- Royal Marsden NHS Foundation Trust London and Surrey, Downs Road Sutton, Surrey, SM2 5PT, UK
| | | | | | - John Radford
- University of Manchester and the Christie NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | | | | | - Sarah Barton
- Royal Marsden NHS Foundation Trust London and Surrey, Downs Road Sutton, Surrey, SM2 5PT, UK
- Wellington Blood and Cancer Centre, Wellington, New Zealand
| | - Ian Chau
- Royal Marsden NHS Foundation Trust London and Surrey, Downs Road Sutton, Surrey, SM2 5PT, UK
| | - Ruwaida Begum
- Royal Marsden NHS Foundation Trust London and Surrey, Downs Road Sutton, Surrey, SM2 5PT, UK
| | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, Surrey, UK
| | - Andrew Wotherspoon
- Royal Marsden NHS Foundation Trust London and Surrey, Downs Road Sutton, Surrey, SM2 5PT, UK
| | - Yong Du
- Royal Marsden NHS Foundation Trust London and Surrey, Downs Road Sutton, Surrey, SM2 5PT, UK
| | - Imene Zerizer
- Royal Marsden NHS Foundation Trust London and Surrey, Downs Road Sutton, Surrey, SM2 5PT, UK
| | - David Cunningham
- Royal Marsden NHS Foundation Trust London and Surrey, Downs Road Sutton, Surrey, SM2 5PT, UK.
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Khakoo S, Carter PD, Brown G, Valeri N, Picchia S, Bali MA, Shaikh R, Jones T, Begum R, Rana I, Wotherspoon A, Terlizzo M, von Loga K, Kalaitzaki E, Saffery C, Watkins D, Tait D, Chau I, Starling N, Hubank M, Cunningham D. MRI Tumor Regression Grade and Circulating Tumor DNA as Complementary Tools to Assess Response and Guide Therapy Adaptation in Rectal Cancer. Clin Cancer Res 2020; 26:183-192. [PMID: 31852830 DOI: 10.1158/1078-0432.ccr-19-1996] [Citation(s) in RCA: 65] [Impact Index Per Article: 16.3] [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: 07/22/2019] [Revised: 08/30/2019] [Accepted: 10/21/2019] [Indexed: 11/16/2022]
Abstract
PURPOSE Response to preoperative chemo-radiotherapy (CRT) varies. We assessed whether circulating tumor DNA (ctDNA) might be an early indicator of tumor response or progression to guide therapy adaptation in rectal cancer. EXPERIMENTAL DESIGN A total of 243 serial plasma samples were analyzed from 47 patients with localized rectal cancer undergoing CRT. Up to three somatic variants were tracked in plasma using droplet digital PCR. RECIST and MRI tumor regression grade (mrTRG) evaluated response. Survival analyses applied Kaplan-Meier method and Cox regression. RESULTS ctDNA detection rates were: 74% (n = 35/47) pretreatment, 21% (n = 10/47) mid CRT, 21% (n = 10/47) after completing CRT, and 13% (n = 3/23) after surgery. ctDNA status after CRT was associated with primary tumor response by mrTRG (P = 0.03). With a median follow-up of 26.4 months, metastases-free survival was shorter in patients with detectable ctDNA after completing CRT [HR 7.1; 95% confidence interval (CI), 2.4-21.5; P < 0.001], persistently detectable ctDNA pre and mid CRT (HR 3.8; 95% CI, 1.2-11.7; P = 0.02), and pre, mid, and after CRT (HR 11.5; 95% CI, 3.3-40.4; P < 0.001) compared with patients with undetectable or nonpersistent ctDNA. In patients with detectable ctDNA, a fractional abundance threshold of ≥0.07% mid CRT or ≥0.13% after completing CRT predicted for metastases with 100% sensitivity and 83.3% specificity for mid CRT and 66.7% for CRT completion. All 3 patients with detectable ctDNA post-surgery relapsed compared with none of the 20 patients with undetectable ctDNA (P = 0.001). CONCLUSIONS ctDNA identified patients at risk of developing metastases during the neoadjuvant period and post-surgery, and could be used to tailor treatment.
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Affiliation(s)
- Shelize Khakoo
- Department of Medicine, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom
| | - Paul David Carter
- Clinical Genomics, The Royal Marsden Hospital NHS Foundation Trust, Sutton, United Kingdom
| | - Gina Brown
- Department of Radiology, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom
| | - Nicola Valeri
- Molecular Pathology, The Institute of Cancer Research/The Royal Marsden NHS Foundation Trust, Sutton, United Kingdom
| | - Simona Picchia
- Department of Radiology, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom
| | - Maria Antonietta Bali
- Department of Radiology, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom
| | - Ridwan Shaikh
- Clinical Genomics, The Royal Marsden Hospital NHS Foundation Trust, Sutton, United Kingdom
| | - Thomas Jones
- Clinical Genomics, The Royal Marsden Hospital NHS Foundation Trust, Sutton, United Kingdom
| | - Ruwaida Begum
- Department of Medicine, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom
| | - Isma Rana
- Department of Medicine, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom
| | - Andrew Wotherspoon
- Department of Histopathology, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom
| | - Monica Terlizzo
- Department of Histopathology, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom
| | - Katharina von Loga
- Department of Histopathology, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom
| | - Eleftheria Kalaitzaki
- Clinical Research and Development, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom
| | - Claire Saffery
- Department of Medicine, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom
| | - David Watkins
- Department of Medicine, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom
| | - Diana Tait
- Department of Medicine, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom
| | - Ian Chau
- Department of Medicine, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom
| | - Naureen Starling
- Department of Medicine, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom
| | - Michael Hubank
- Clinical Genomics, The Royal Marsden Hospital NHS Foundation Trust, Sutton, United Kingdom
| | - David Cunningham
- Department of Medicine, The Royal Marsden Hospital NHS Foundation Trust, London and Surrey, United Kingdom.
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Pietrantonio F, Miceli R, Raimondi A, Kim YW, Kang WK, Langley RE, Choi YY, Kim KM, Nankivell MG, Morano F, Wotherspoon A, Valeri N, Kook MC, An JY, Grabsch HI, Fucà G, Noh SH, Sohn TS, Kim S, Di Bartolomeo M, Cunningham D, Lee J, Cheong JH, Smyth EC. Individual Patient Data Meta-Analysis of the Value of Microsatellite Instability As a Biomarker in Gastric Cancer. J Clin Oncol 2019; 37:3392-3400. [PMID: 31513484 DOI: 10.1200/jco.19.01124] [Citation(s) in RCA: 227] [Impact Index Per Article: 45.4] [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] [Accepted: 08/06/2019] [Indexed: 12/22/2022] Open
Abstract
PURPOSE In the CLASSIC and MAGIC trials, microsatellite instability (MSI)-high status was a favorable prognostic and potential negative predictive factor for neoadjuvant/adjuvant chemotherapy in resectable gastric cancer (GC). Given the low prevalence of MSI-high status in GC and its association with other positive prognostic variables, large data sets are needed to draw robust evidence of its prognostic/predictive value. PATIENTS AND METHODS We performed a multinational, individual-patient-data meta-analysis of the prognostic/predictive role of MSI in patients with resectable GC enrolled in the MAGIC, CLASSIC, ARTIST, and ITACA-S trials. Prognostic analyses used multivariable Cox models (MVM). The predictive role of MSI was assessed both in an all-comer population and in MAGIC and CLASSIC trials by MVM testing of the interaction of treatment (chemotherapy plus surgery v surgery) with MSI. RESULTS MSI status was available for 1,556 patients: 121 (7.8%) had MSI-high status; 576 were European, and 980 were Asian. In MSI-high versus MSI-low/microsatellite stable (MSS) comparisons, the 5-year disease-free survival (DFS) was 71.8% (95% CI, 63.8% to 80.7%) versus 52.3% (95% CI, 49.7% to 55.1%); the 5-year overall survival (OS) was 77.5% (95% CI, 70.0% to 85.8%) versus 59.3% (95% CI, 56.6% to 62.1%). In MVM, MSI was associated with longer DFS (hazard ratio [HR], 1.88; 95% CI, 1.28 to 2.76; P < .001) and OS (HR, 1.78; 95% CI, 1.17 to 2.73; P = .008), as were pT, pN, ethnicity, and treatment. Patients with MSI-low/MSS GC benefitted from chemotherapy plus surgery: the 5-year DFS compared with surgery only was 57% versus 41% (HR, 0.65; 95% CI, 0.53 to 0.79), and the 5-year OS was 62% versus 53% (HR, 0.75; 95% CI, 0.60 to 0.94). Conversely, those with MSI-high GC did not: the 5-year DFS was 70% versus 77% (HR, 1.27; 95% CI, 0.53 to 3.04), and the 5-year OS was 75% versus 83% (HR, 1.50; 95% CI, 0.55 to 4.12). CONCLUSION In patients with resectable primary GC, MSI is a robust prognostic marker that should be adopted as a stratification factor by clinical trials. Chemotherapy omission and/or immune checkpoint blockade should be investigated prospectively in MSI-high GCs according to clinically and pathologically defined risk of relapse.
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Affiliation(s)
- Filippo Pietrantonio
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
- University of Milan, Milan, Italy
| | - Rosalba Miceli
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | | | - Won Ki Kang
- Samsung Medical Center Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Ruth E Langley
- The Medical Research Council Clinical Trials Unit at University College London, London, United Kingdom
| | | | - Kyoung-Mee Kim
- Samsung Medical Center Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Matthew Guy Nankivell
- The Medical Research Council Clinical Trials Unit at University College London, London, United Kingdom
| | - Federica Morano
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Nicola Valeri
- The Institute of Cancer Research, London, United Kingdom
- GROW School for Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, The Netherlands
| | | | - Ji Yeong An
- Samsung Medical Center Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Heike I Grabsch
- Leeds Institute for Medical Research at St James's, University of Leeds, Leeds, United Kingdom
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
| | - Giovanni Fucà
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Tae Sung Sohn
- Samsung Medical Center Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Sung Kim
- Samsung Medical Center Sungkyunkwan University School of Medicine, Seoul, Korea
| | | | | | - Jeeyun Lee
- Samsung Medical Center Sungkyunkwan University School of Medicine, Seoul, Korea
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Fanelli GN, Loupakis F, Smyth E, Scarpa M, Lonardi S, Pucciarelli S, Munari G, Rugge M, Valeri N, Fassan M. Pathological Tumor Regression Grade Classifications in Gastrointestinal Cancers: Role on Patients' Prognosis. Int J Surg Pathol 2019; 27:816-835. [PMID: 31416371 DOI: 10.1177/1066896919869477] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Preoperative chemotherapy or combined radiotherapy and chemotherapy (CRT), followed by surgery, represents the standard approach for locally advanced esophageal, gastric, and rectal carcinomas. To adequately evaluate the effects of neoadjuvant CRT in the resection specimens, several histopathologic tumor regression grade (TRG) scoring systems have been introduced into clinical practice. The primary goal of these TRG systems relies on a correct prognostic stratification of patients in the attempt to help clinical decision-making and influence surgical strategies, postoperative adjuvant therapies, and surveillance intensity. However, most TRG systems suffer from poor reproducibility and low interobserver concordance rates. Many efforts have been made in the identification of alternative, robust, simple, and universally accepted TRG scoring systems, which would help in the comparison of different treatment strategies and in the standardization of multimodal therapies. The aim of this review is to analyze the most commonly used TRG systems in gastrointestinal cancers highlighting their pitfalls and usefulness, depending on the tumor type.
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Affiliation(s)
| | | | | | - Marco Scarpa
- Istituto Oncologico Veneto, IOV-IRCCS, Padua, Italy
| | - Sara Lonardi
- Istituto Oncologico Veneto, IOV-IRCCS, Padua, Italy
| | | | | | | | - Nicola Valeri
- Royal Marsden Hospital, London and Sutton, UK
- The Institute of Cancer Research, London and Sutton, UK
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Abstract
Different classes of BRAF mutations are present in colorectal and other cancers. Non-V600 mutations are rare; however, their detection rate will increase as the use of next-generation sequencing ramps up quickly in clinical practice. Different biochemical signaling pathways are active in non-V600 BRAF-mutant cancers and may affect treatment response.See related article by Yaeger et al., p. 7089.
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Affiliation(s)
- Elisa Fontana
- Division of Molecular Pathology, The Institute of Cancer Research, London, United Kingdom
| | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, London, United Kingdom.
- Department of Medicine, The Royal Marsden NHS Trust, London, United Kingdom
- Centre for Evolution and Cancer, The Institute of Cancer Research, London, United Kingdom
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41
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Khan K, Valeri N, Dearman C, Rao S, Watkins D, Starling N, Chau I, Cunningham D. Targeting EGFR pathway in metastatic colorectal cancer- tumour heterogeniety and convergent evolution. Crit Rev Oncol Hematol 2019; 143:153-163. [PMID: 31678702 DOI: 10.1016/j.critrevonc.2019.09.001] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [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: 03/04/2019] [Revised: 08/28/2019] [Accepted: 09/03/2019] [Indexed: 12/30/2022] Open
Abstract
Despite significant progress in management of metastatic colorectal cancer (mCRC) pertaining to better screening procedures and amelioration of the therapeutic armamentarium with targeted therapies, prognosis remains poor. Targeting epidermal growth factor receptor (EGFR) has been of particular interest owing to favourable efficacy benefits demonstrated by monoclonal antibodies (cetuximab and panitumumab) in various clinical settings and development of predictive biomarkers informing treatment decisions respectively. In spite of optimal patient selection based on RAS mutation status, primary and secondary resistance to monoclonal antibodies is higher than desired. Further research into predictive biomarkers is therefore essential, but has, to date, been conducted with considerable limitations. Whilst molecular heterogeneity has been demonstrated by several studies in mCRC, for incomprehensible reasons, multiple resistant genetic alterations that emerge under the selective pressure of EGFR-targeted therapies are somehow able to influence the biological and clinical behaviour of cancer cells, despite being detectable at extremely low frequencies. Intriguingly, these subclonal events largely seem to converge on RAS/RAF/MAPK pathway in patients treated with EGFR-targeted monoclonal antibodies. This review describes the clinical and biological evolution and development of EGFR targeted therapies in mCRC, the challenges in the presence of molecular complexities, the role of cell free (cf)-DNA and future strategies that could lead to further optimal discovery of clinically meaningful biomarkers and application of precision medicine.
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Affiliation(s)
- Khurum Khan
- Gastrointestinal Unit, The Royal Marsden NHS Foundation Trust, Sutton SM2 5PT, UK; Gastrointestinal Unit, University College London Hospitals, 250 Euston Road London, NW1 2AF, UK
| | - Nicola Valeri
- Gastrointestinal Unit, The Royal Marsden NHS Foundation Trust, Sutton SM2 5PT, UK
| | - Charles Dearman
- Gastrointestinal Unit, The Royal Marsden NHS Foundation Trust, Sutton SM2 5PT, UK
| | - Sheela Rao
- Gastrointestinal Unit, The Royal Marsden NHS Foundation Trust, Sutton SM2 5PT, UK
| | - David Watkins
- Gastrointestinal Unit, The Royal Marsden NHS Foundation Trust, Sutton SM2 5PT, UK
| | - Naureen Starling
- Gastrointestinal Unit, The Royal Marsden NHS Foundation Trust, Sutton SM2 5PT, UK
| | - Ian Chau
- Gastrointestinal Unit, The Royal Marsden NHS Foundation Trust, Sutton SM2 5PT, UK
| | - David Cunningham
- Gastrointestinal Unit, The Royal Marsden NHS Foundation Trust, Sutton SM2 5PT, UK.
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42
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Hedayat S, Lampis A, Vlachogiannis G, Khan K, Cunningham D, Marchetti S, Fassan M, Begum R, Schirripa M, Loupakis F, Valeri N. Circulating miR-652-3p as a biomarker of drug resistance in metastatic colorectal cancer patients. Ann Oncol 2019. [DOI: 10.1093/annonc/mdz413.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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43
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Lampis A, Carotenuto P, Hedayat S, Previdi M, Zito D, Sclafani F, Parisi C, Hahne J, Hallsworth A, Kirkin V, Young K, Kouvelakis K, Azevedo S, Vasiliki M, Scarpa A, Cunningham D, Chau I, Valeri N, Fassan M, Braconi C. Modulation of pancreatic cancer cell sensitivity to FOLFIRINOX through microRNA-mediated regulation of response to DNA damage. Ann Oncol 2019. [DOI: 10.1093/annonc/mdz413.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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44
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Schmidt S, Gay D, Uthe FW, Denk S, Paauwe M, Matthes N, Diefenbacher ME, Bryson S, Warrander FC, Erhard F, Ade CP, Baluapuri A, Walz S, Jackstadt R, Ford C, Vlachogiannis G, Valeri N, Otto C, Schülein-Völk C, Maurus K, Schmitz W, Knight JRP, Wolf E, Strathdee D, Schulze A, Germer CT, Rosenwald A, Sansom OJ, Eilers M, Wiegering A. A MYC-GCN2-eIF2α negative feedback loop limits protein synthesis to prevent MYC-dependent apoptosis in colorectal cancer. Nat Cell Biol 2019; 21:1413-1424. [PMID: 31685988 PMCID: PMC6927814 DOI: 10.1038/s41556-019-0408-0] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [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] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Accepted: 09/20/2019] [Indexed: 12/12/2022]
Abstract
Tumours depend on altered rates of protein synthesis for growth and survival, which suggests that mechanisms controlling mRNA translation may be exploitable for therapy. Here, we show that loss of APC, which occurs almost universally in colorectal tumours, strongly enhances the dependence on the translation initiation factor eIF2B5. Depletion of eIF2B5 induces an integrated stress response and enhances translation of MYC via an internal ribosomal entry site. This perturbs cellular amino acid and nucleotide pools, strains energy resources and causes MYC-dependent apoptosis. eIF2B5 limits MYC expression and prevents apoptosis in APC-deficient murine and patient-derived organoids and in APC-deficient murine intestinal epithelia in vivo. Conversely, the high MYC levels present in APC-deficient cells induce phosphorylation of eIF2α via the kinases GCN2 and PKR. Pharmacological inhibition of GCN2 phenocopies eIF2B5 depletion and has therapeutic efficacy in tumour organoids, which demonstrates that a negative MYC-eIF2α feedback loop constitutes a targetable vulnerability of colorectal tumours.
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Affiliation(s)
- Stefanie Schmidt
- Theodor Boveri Institute, Biocenter, University of Würzburg, Am Hubland, Würzburg, Germany
- Department of General, Visceral, Vascular and Pediatric Surgery, University Hospital Würzburg, Würzburg, Germany
| | | | - Friedrich Wilhelm Uthe
- Theodor Boveri Institute, Biocenter, University of Würzburg, Am Hubland, Würzburg, Germany
- Department of General, Visceral, Vascular and Pediatric Surgery, University Hospital Würzburg, Würzburg, Germany
| | - Sarah Denk
- Theodor Boveri Institute, Biocenter, University of Würzburg, Am Hubland, Würzburg, Germany
- Department of General, Visceral, Vascular and Pediatric Surgery, University Hospital Würzburg, Würzburg, Germany
| | | | - Niels Matthes
- Theodor Boveri Institute, Biocenter, University of Würzburg, Am Hubland, Würzburg, Germany
- Department of General, Visceral, Vascular and Pediatric Surgery, University Hospital Würzburg, Würzburg, Germany
| | | | | | | | - Florian Erhard
- Institute for Virology and Immunobiology, University of Würzburg, Würzburg, Germany
| | - Carsten Patrick Ade
- Theodor Boveri Institute, Biocenter, University of Würzburg, Am Hubland, Würzburg, Germany
| | - Apoorva Baluapuri
- Theodor Boveri Institute, Biocenter, University of Würzburg, Am Hubland, Würzburg, Germany
| | - Susanne Walz
- Comprehensive Cancer Center Mainfranken, Core Unit Bioinformatics, Biocenter, University of Würzburg, Am Hubland, Würzburg, Germany
| | | | | | | | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
- Department of Medicine, The Royal Marsden NHS Trust, London, UK
| | - Christoph Otto
- Department of General, Visceral, Vascular and Pediatric Surgery, University Hospital Würzburg, Würzburg, Germany
| | | | - Katja Maurus
- Comprehensive Cancer Center Mainfranken, University of Würzburg, Würzburg, Germany
| | - Werner Schmitz
- Theodor Boveri Institute, Biocenter, University of Würzburg, Am Hubland, Würzburg, Germany
| | | | - Elmar Wolf
- Theodor Boveri Institute, Biocenter, University of Würzburg, Am Hubland, Würzburg, Germany
| | | | - Almut Schulze
- Theodor Boveri Institute, Biocenter, University of Würzburg, Am Hubland, Würzburg, Germany
- Comprehensive Cancer Center Mainfranken, University of Würzburg, Würzburg, Germany
| | - Christoph-Thomas Germer
- Department of General, Visceral, Vascular and Pediatric Surgery, University Hospital Würzburg, Würzburg, Germany
- Comprehensive Cancer Center Mainfranken, University of Würzburg, Würzburg, Germany
| | - Andreas Rosenwald
- Comprehensive Cancer Center Mainfranken, University of Würzburg, Würzburg, Germany
| | - Owen James Sansom
- CRUK Beatson Institute, Glasgow, UK
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Martin Eilers
- Theodor Boveri Institute, Biocenter, University of Würzburg, Am Hubland, Würzburg, Germany.
- Comprehensive Cancer Center Mainfranken, University of Würzburg, Würzburg, Germany.
| | - Armin Wiegering
- Theodor Boveri Institute, Biocenter, University of Würzburg, Am Hubland, Würzburg, Germany.
- Department of General, Visceral, Vascular and Pediatric Surgery, University Hospital Würzburg, Würzburg, Germany.
- Comprehensive Cancer Center Mainfranken, University of Würzburg, Würzburg, Germany.
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45
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Ghidini M, Hahne J, Senti C, Lampis A, Ratti M, Pizzo C, Tomasello G, Passalacqua R, Valeri N. Circulating-free DNA analysis from long-term surviving metastatic colorectal cancer patients undergoing surgery for resectable disease. Ann Oncol 2019. [DOI: 10.1093/annonc/mdz268.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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46
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Hahne J, Lampis A, Ghidini M, Ratti M, Salati M, Senti C, Passalacqua R, Cascione L, Braconi C, Sansom O, Fassan M, Valeri N. Detection of microRNAs as biomarker for anti-EGFR antibody resistance in colon cancer patients. Ann Oncol 2019. [DOI: 10.1093/annonc/mdz268.080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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47
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Fassan M, Vianello L, Sacchi D, Fanelli GN, Munari G, Scarpa M, Cappellesso R, Loupakis F, Lanza C, Salmaso R, Mescoli C, Valeri N, Agostini M, D’Angelo E, Lonardi S, Pucciarelli S, Veronese N, Luchini C, Rugge M. Correction to: Assessment of intratumor immune-microenvironment in colorectal cancers with extranodal extension of nodal metastases. Cancer Cell Int 2019; 19:244. [PMID: 31572061 PMCID: PMC6757372 DOI: 10.1186/s12935-019-0966-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
[This corrects the article DOI: 10.1186/s12935-018-0634-8.].
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Affiliation(s)
- Matteo Fassan
- Surgical Pathology & Cytopathology Unit, Department of Medicine (DIMED), University of Padua, via Gabelli 61, 35121 Padua, Italy
| | - Luca Vianello
- Surgical Pathology & Cytopathology Unit, Department of Medicine (DIMED), University of Padua, via Gabelli 61, 35121 Padua, Italy
| | - Diana Sacchi
- Surgical Pathology & Cytopathology Unit, Department of Medicine (DIMED), University of Padua, via Gabelli 61, 35121 Padua, Italy
| | - Giuseppe N. Fanelli
- Surgical Pathology & Cytopathology Unit, Department of Medicine (DIMED), University of Padua, via Gabelli 61, 35121 Padua, Italy
| | - Giada Munari
- Surgical Pathology & Cytopathology Unit, Department of Medicine (DIMED), University of Padua, via Gabelli 61, 35121 Padua, Italy
| | - Marco Scarpa
- Department of Surgical Oncology and Gastroenterology (DiSCOG), University of Padua, Padua, PD Italy
| | - Rocco Cappellesso
- Surgical Pathology & Cytopathology Unit, Department of Medicine (DIMED), University of Padua, via Gabelli 61, 35121 Padua, Italy
| | - Fotios Loupakis
- Unit of Oncology 1, Department of Clinical and Experimental Oncology, Istituto Oncologico Veneto, IOV-IRCCS, Padua, PD Italy
| | - Cristiano Lanza
- Surgical Pathology & Cytopathology Unit, Department of Medicine (DIMED), University of Padua, via Gabelli 61, 35121 Padua, Italy
| | - Roberta Salmaso
- Surgical Pathology & Cytopathology Unit, Department of Medicine (DIMED), University of Padua, via Gabelli 61, 35121 Padua, Italy
| | - Claudia Mescoli
- Surgical Pathology & Cytopathology Unit, Department of Medicine (DIMED), University of Padua, via Gabelli 61, 35121 Padua, Italy
| | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, Sutton, London, UK
- Department of Medicine, The Royal Marsden NHS Trust, Sutton, London, UK
| | - Marco Agostini
- Department of Surgical Oncology and Gastroenterology (DiSCOG), University of Padua, Padua, PD Italy
- Nanoinspired Biomedicine Laboratory, Institute of Pediatric Research, Fondazione Città della Speranza, Padua, PD Italy
- Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, TX USA
| | - Edoardo D’Angelo
- Department of Surgical Oncology and Gastroenterology (DiSCOG), University of Padua, Padua, PD Italy
| | - Sara Lonardi
- Unit of Oncology 1, Department of Clinical and Experimental Oncology, Istituto Oncologico Veneto, IOV-IRCCS, Padua, PD Italy
| | - Salvatore Pucciarelli
- Division of Molecular Pathology, The Institute of Cancer Research, Sutton, London, UK
| | - Nicola Veronese
- National Research Council, Neuroscience Institute, Aging Branch, Padua, PD Italy
- National Institute of Gastroenterology-Research Hospital, IRCCS “S. de Bellis”, 70013 Castellana Grotte, BA Italy
| | - Claudio Luchini
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, VR Italy
| | - Massimo Rugge
- Surgical Pathology & Cytopathology Unit, Department of Medicine (DIMED), University of Padua, via Gabelli 61, 35121 Padua, Italy
- Veneto Cancer Registry, Padua, PD Italy
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Salati M, Valeri N, Spallanzani A, Braconi C, Cascinu S. Oligometastatic gastric cancer: An emerging clinical entity with distinct therapeutic implications. Eur J Surg Oncol 2019; 45:1479-1482. [PMID: 30448343 DOI: 10.1016/j.ejso.2018.11.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [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: 10/11/2018] [Revised: 11/02/2018] [Accepted: 11/06/2018] [Indexed: 01/20/2023]
Abstract
Gastric cancer (GC) remains responsible for a high burden worldwide being the third leading cause of cancer-related mortality. Most of patients present at an advanced stage at diagnosis and are thus candidates to standard chemotherapy resulting in median survival of less than 1 year. Oligometastatic gastric cancer is an increasingly recognized clinical entity characterized by limited metastatic spread that has been showing to benefit from aggressive multimodality strategies encompassing chemotherapy and surgery. The ongoing RENAISSANCE/AIO-FLOT5 (NCT02578368) phase III trial is aimed at evaluating if perioperative chemotherapy with FLOT in combination with surgical resection of the primary tumour and metastases could become the new standard of care for oligometastatic GC. In the meantime, in addition to currently available clinical parameters, the emerging predictive/prognostic role of biomarkers such mismatch repair deficiency/microsatellite instability high status needs to be specifically addressed also in this subgroup of GC to assist in patient selection.
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Affiliation(s)
- Massimiliano Salati
- Department of Oncology, University Hospital of Modena and Reggio Emilia, Modena, Italy; Division of Molecular Pathology, The Institute of Cancer Research, London and Sutton, UK and Gastrointestinal Unit, The Royal Marsden Hospital, London and Sutton, UK.
| | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, London and Sutton, UK and Gastrointestinal Unit, The Royal Marsden Hospital, London and Sutton, UK
| | - Andrea Spallanzani
- Department of Oncology, University Hospital of Modena and Reggio Emilia, Modena, Italy
| | - Chiara Braconi
- Division of Cancer Therapeutics, The Institute of Cancer Research, London and Sutton, UK and Gastrointestinal Unit, The Royal Marsden Hospital, London and Sutton, UK
| | - Stefano Cascinu
- Department of Oncology, University Hospital of Modena and Reggio Emilia, Modena, Italy
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Georgiou A, Stewart A, Vlachogiannis G, Pickard L, Valeri N, Cunningham D, Whittaker SR, Banerji U. Abstract 2646: Proteomic approaches to study cetuximab resistance in RAS/BRAF wild type colorectal cancer. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-2646] [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: Cetuximab is a licensed anti-EGFR antibody treatment for RAS/BRAF wild type (WT) metastatic colorectal cancer (CRC) but is only effective in a proportion of these patients. Established mechanisms of resistance include primary and secondary activating RAS mutations. However, these cannot explain a proportion of resistant cases.
We investigated the differences in early adaptive signaling in cetuximab sensitive and resistant cells using phospho(p)-proteomics in order to elucidate p-proteomic signatures of response, understand resistance mechanisms and suggest future therapeutic strategies.
Methods: We used a panel of 12 cell lines (6 cetuximab sensitive and 6 resistant cell lines), cells isolated from CRC patients’ ascites (n=4) and patient derived organoids (n=2). All CRC samples used were RAS/BRAF WT. Following 1 and 4h exposure to cetuximab, a multiplex antibody-based platform was used to simultaneously quantify changes in 60 p-proteins. Key results were validated with Western blotting. Proliferation assays and 2-week colony assays were used to test potential cetuximab combinations. Statistical analysis included logistic regression, T tests and Spearman’s correlation
Results: Following 1 and 4h exposure in sensitive cell lines there was downregulation of pHER2 and other intracellular effector p-proteins that function within MAPK, PI3K and JAK-STAT pathways.
In contrast, in resistant cell lines at 1h there was a significantly lower degree of pHER2 downregulation and upregulation of pHER3 (p<0.05). Following 4h exposure, despite comparable pEGFR inhibition, in resistant cells there was statistically significant lack of downregulation/upregulation of known effector p-proteins of the PI3K pathway and also upregulation of other phosphorylated receptor tyrosine kinase (RTKs). When compared to sensitive cell lines, in resistant cells there were also statistically significant increase of pPDGFRα, pTIE2 and pIRS1. Other tyrosine kinases: pVEGFR, pFGFR1 and pSRC were also upregulated in ≥50% of resistant cell lines.
The upregulation/lack of downregulation of the PI3K pathway and upregulation of other pRTKs were confirmed in cetuximab resistant patient derived cells and organoid cultures.
We then investigated the combination of cetuximab with: PI3K inhibitor (i), AKTi, mTORi and IGF1Ri. The combination of cetuximab with PI3Ki pictilisib was able to sensitize to cetuximab in the resistant cell lines and organoid cultures with an effect that ranged from additive to synergistic.
Conclusion: RAS/BRAF WT sensitive and resistant CRC cells have distinct p-proteomic signatures following 1 and 4h cetuximab exposure. In resistant cells, early adaptive signaling involves upregulation of RTKs and the PI3K pathway. The combination of cetuximab and pictilisib showed a modest benefit, however, overlapping toxicity may render this difficult to deliver clinically.
Citation Format: Alexandros Georgiou, Adam Stewart, George Vlachogiannis, Lisa Pickard, Nicola Valeri, David Cunningham, Steven R. Whittaker, Udai Banerji. Proteomic approaches to study cetuximab resistance in RAS/BRAF wild type 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 2646.
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Affiliation(s)
- Alexandros Georgiou
- 1The Institute of Cancer Research/ The Royal Marsden NHS Foundation Trust, Sutton, United Kingdom
| | - Adam Stewart
- 2The Institute of Cancer Research, Sutton, United Kingdom
| | | | - Lisa Pickard
- 2The Institute of Cancer Research, Sutton, United Kingdom
| | - Nicola Valeri
- 1The Institute of Cancer Research/ The Royal Marsden NHS Foundation Trust, Sutton, United Kingdom
| | | | | | - Udai Banerji
- 1The Institute of Cancer Research/ The Royal Marsden NHS Foundation Trust, Sutton, United Kingdom
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50
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Coati I, Lotz G, Fanelli GN, Brignola S, Lanza C, Cappellesso R, Pellino A, Pucciarelli S, Spolverato G, Guzzardo V, Munari G, Zaninotto G, Scarpa M, Mastracci L, Farinati F, Realdon S, Pilati P, Lonardi S, Valeri N, Rugge M, Kiss A, Loupakis F, Fassan M. Claudin-18 expression in oesophagogastric adenocarcinomas: a tissue microarray study of 523 molecularly profiled cases. Br J Cancer 2019; 121:257-263. [PMID: 31235864 PMCID: PMC6738069 DOI: 10.1038/s41416-019-0508-4] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [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] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Revised: 06/03/2019] [Accepted: 06/05/2019] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Claudin-18 (CLDN18) is a highly specific tight junction protein of the gastric mucosa. An isoform of CLDN18, the Claudin 18.2, has recently emerged as an innovative drug target for metastatic gastric cancer. METHODS We investigated the immunohistochemical profile of CLDN18, p53, p16, E-cadherin, MSH2, MSH6, MLH1, PSM2, HER2, and PDL-1 in a large series of 523 primary gastric carcinomas (GCs; n = 408) and gastro-oesophageal carcinomas (GECs; n = 115) and 135 matched and synchronous nodal metastases. The status of HER2 and EBER by means of chromogenic in situ hybridisation (CISH) was also evaluated. RESULTS High membranous CLDN18 expression was present in 150/510 (29.4%) primary cases and in 45/132 (34.1%) metastases. An abnormal expression (i.e. nuclear and/or cytoplasmic) was observed in 115 (22.5%) primary cases and in 33 (25.0%) metastases. A 38.8% of the cases showed significant CLDN18 intratumoural variability among the different tissue microarray cores obtained from the same tumour. Positive membrane CLDN18 expression was statistically associated with non-antral GCs (p = 0.016), Lauren diffuse type (p = 0.009), and with EBV-associated cancers (p < 0.001). CONCLUSIONS CLDN18 is frequently expressed in gastric and gastro-oesophageal cancers; further studies should investigate the prognostic significance of CLDN18 heterogeneity in order to implement its test into clinical practice.
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Affiliation(s)
- Irene Coati
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padua, Padua, Italy
| | - Gábor Lotz
- 2nd Department of Pathology, Semmelweis University, Budapest, Hungary
| | - Giuseppe Nicolò Fanelli
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padua, Padua, Italy
| | - Stefano Brignola
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padua, Padua, Italy
| | - Cristiano Lanza
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padua, Padua, Italy
| | - Rocco Cappellesso
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padua, Padua, Italy
| | - Antonio Pellino
- Unit of Oncology 1, Department of Oncology, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Salvatore Pucciarelli
- Department of Surgical Oncology and Gastroenterology Sciences (DiSCOG), Surgery Unit, University of Padua, Padua, Italy
| | - Gaya Spolverato
- Department of Surgical Oncology and Gastroenterology Sciences (DiSCOG), Surgery Unit, University of Padua, Padua, Italy
| | - Vincenza Guzzardo
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padua, Padua, Italy
| | - Giada Munari
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padua, Padua, Italy
- Unit of Oncology 1, Department of Oncology, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | | | - Marco Scarpa
- Department of Surgical Oncology and Gastroenterology Sciences (DiSCOG), Surgery Unit, University of Padua, Padua, Italy
| | - Luca Mastracci
- Department of Surgical Sciences and Integrated Diagnostics (DISC), Pathology Unit, University of Genova, Genova, Italy
| | - Fabio Farinati
- Department of Surgical Oncology and Gastroenterology Sciences (DiSCOG), Gastroenterology Unit, University of Padua, Padua, Italy
| | - Stefano Realdon
- Unit of Gastroenterology, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Pierluigi Pilati
- Unit of Surgical Oncology of the Esophagus and Digestive Tract, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Sara Lonardi
- Unit of Oncology 1, Department of Oncology, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Nicola Valeri
- Division of Molecular Pathology, Institute of Cancer Research, London, UK
- Department of Medicine, Royal Marsden Hospital, London, UK
| | - Massimo Rugge
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padua, Padua, Italy
- Veneto Cancer Registry, Padua, Italy
| | - Andras Kiss
- 2nd Department of Pathology, Semmelweis University, Budapest, Hungary
| | - Fotios Loupakis
- Unit of Oncology 1, Department of Oncology, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Matteo Fassan
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padua, Padua, Italy.
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