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Vannucchi M, Pennati V, Mencaroni C, Defraia C, Bardhi L, Castiglione F, Bellan C, Comin CE. KRAS Mutations Are Associated with Shortened Survival in Patients with Epithelioid Malignant Pleural Mesothelioma. Cancers (Basel) 2023; 15:cancers15072072. [PMID: 37046732 PMCID: PMC10093256 DOI: 10.3390/cancers15072072] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 03/24/2023] [Accepted: 03/28/2023] [Indexed: 04/03/2023] Open
Abstract
Malignant pleural mesothelioma (MPM) is an aggressive malignancy of the pleural surface that includes three major histologic subtypes, epitheliod, sarcomatoid and biphasic. Epithelioid mesothelioma is usually associated with better prognosis. The genetic mechanisms driving MPM, the possible target mutations and the correlation with overall survival remain largely unsettled. We performed target exome sequencing in 29 cases of MPM aimed at identifying somatic mutations and, eventually, their correlation with phenotypic traits and prognostic significance. We found that KRAS mutations, occurring in 13.7% of cases, were associated with shortened median survival (7.6 versus 32.6 months in KRAS wild-type; p = 0.005), as it was the occurrence of any ≥3 mutations (7.6 versus 37.6 months; p = 0.049). Conversely, the presence of KDR single nucleotide polymorphism p.V297I (rs2305948) resulted in a favorable variable for survival (NR versus 23.4 months; p = 0.026). With the intrinsic limitations of a small number of cases and patient heterogeneity, results of this study contribute to the characterization of the mutation profile of MPM and the impact of selected somatic mutations, and possibly KDR polymorphism, on prognosis.
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Affiliation(s)
- Margherita Vannucchi
- Section of Pathology, Department of Medical Biotechnology, University of Siena, 53100 Siena, Italy
- Correspondence:
| | - Veronica Pennati
- Division of Pathological anatomy, Department of Medical and Surgical Critical Care, University of Florence, 50121 Florence, Italy
| | - Clelia Mencaroni
- Division of Pathological anatomy, Department of Medical and Surgical Critical Care, University of Florence, 50121 Florence, Italy
| | - Chiara Defraia
- Section of Pathology, Department of Medical Biotechnology, University of Siena, 53100 Siena, Italy
| | - Ledi Bardhi
- Section of Pathology, Department of Medical Biotechnology, University of Siena, 53100 Siena, Italy
| | - Francesca Castiglione
- Division of Pathological anatomy, Department of Medical and Surgical Critical Care, University of Florence, 50121 Florence, Italy
| | - Cristiana Bellan
- Section of Pathology, Department of Medical Biotechnology, University of Siena, 53100 Siena, Italy
| | - Camilla Eva Comin
- Department of Experimental and Clinical Medicine, Section of Surgery, Histopathology and Molecular Pathology, University of Florence, 50121 Florence, Italy
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Casalone E, Birolo G, Pardini B, Allione A, Russo A, Catalano C, Mencoboni M, Ferrante D, Magnani C, Sculco M, Dianzani I, Grosso F, Mirabelli D, Filiberti RA, Rena O, Sacerdote C, Rodriguez-Barranco M, Smith-Byrne K, Panico S, Agnoli C, Johnson T, Kaaks R, Tumino R, Huerta JM, Riboli E, Heath AK, Trobajo-Sanmartín C, Schulze MB, Saieva C, Amiano P, Agudo A, Weiderpass E, Vineis P, Matullo G. Serum Extracellular Vesicle-Derived microRNAs as Potential Biomarkers for Pleural Mesothelioma in a European Prospective Study. Cancers (Basel) 2022; 15:125. [PMID: 36612122 PMCID: PMC9817828 DOI: 10.3390/cancers15010125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 12/16/2022] [Accepted: 12/21/2022] [Indexed: 12/28/2022] Open
Abstract
Malignant pleural mesothelioma (MPM) is an aggressive cancer with a dismal prognosis. Early therapeutic interventions could improve patient outcomes. We aimed to identify a pattern of microRNAs (miRNAs) as potential early non-invasive markers of MPM. In a case-control study nested in the European Prospective Investigation into Cancer and Nutrition cohort, we screened the whole miRNome in serum extracellular vesicles (EVs) of preclinical MPM cases. In a subgroup of 20 preclinical samples collected five years prior MPM diagnosis, we observed an upregulation of miR-11400 (fold change (FC) = 2.6, adjusted p-value = 0.01), miR-148a-3p (FC = 1.5, p-value = 0.001), and miR-409-3p (FC = 1.5, p-value = 0.04) relative to matched controls. The 3-miRNA panel showed a good classification capacity with an area under the receiver operating characteristic curve (AUC) of 0.81 (specificity = 0.75, sensitivity = 0.70). The diagnostic ability of the model was also evaluated in an independent retrospective cohort, yielding a higher predictive power (AUC = 0.86). A signature of EV miRNA can be detected up to five years before MPM; moreover, the identified miRNAs could provide functional insights into the molecular changes related to the late carcinogenic process, preceding MPM development.
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Affiliation(s)
| | - Giovanni Birolo
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy
| | - Barbara Pardini
- Italian Institute for Genomic Medicine, IIGM, 10060 Candiolo, Italy
- Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy
| | | | - Alessia Russo
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy
| | - Chiara Catalano
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy
| | - Manlio Mencoboni
- Medical Oncology, ASL 3 Genovese, Villa Scassi Hospital, 16149 Genoa, Italy
| | - Daniela Ferrante
- Unit of Medical Statistics, Department of Translational Medicine, University of Eastern Piedmont and Cancer Epidemiology, CPO Piemonte, 28100 Novara, Italy
| | - Corrado Magnani
- Unit of Medical Statistics, Department of Translational Medicine, University of Eastern Piedmont and Cancer Epidemiology, CPO Piemonte, 28100 Novara, Italy
| | - Marika Sculco
- Department of Health Sciences, University of Eastern Piedmont, 28100 Novara, Italy
| | - Irma Dianzani
- Department of Health Sciences, University of Eastern Piedmont, 28100 Novara, Italy
- Interdepartmental Center for Studies on Asbestos and other Toxic Particulates “G. Scansetti”, University of Turin, 10126 Turin, Italy
| | - Federica Grosso
- Mesothelioma Unit, AO SS. Antonio e Biagio e Cesare Arrigo, 15121 Alessandria, Italy
| | - Dario Mirabelli
- Unit of Cancer Epidemiology, Città della Salute e della Scienza, University-Hospital and Center for Cancer Prevention (CPO), 10126 Turin, Italy
| | | | - Ottavio Rena
- Unit of Thoracic Surgery, University of Novara, 28100 Novara, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza, University-Hospital and Center for Cancer Prevention (CPO), 10126 Turin, Italy
| | - Miguel Rodriguez-Barranco
- Escuela Andaluza de Salud Pública (EASP), 18012 Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
| | - Karl Smith-Byrne
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Salvatore Panico
- EPIC Centre of Naples, Dipartimento di Medicina Clinica e Chirurgia, Federico II University, 80100 Napoli, Italy
| | - Claudia Agnoli
- Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milano, Italy
| | - Theron Johnson
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- German Center for Lung Research (DZL), Translational Lung Research Center (TLRC), 69120 Heidelberg, Germany
| | - Rosario Tumino
- Hyblean Association for Epidemiology Research AIRE ONLYS, 97100 Ragusa, Italy
| | - José María Huerta
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, 30008 Murcia, Spain
| | - Elio Riboli
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London W2 1PG, UK
| | - Alicia K Heath
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London W2 1PG, UK
| | - Camino Trobajo-Sanmartín
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
- Navarra Public Health Institute, 31008 Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain
| | - Matthias B. Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, 14558 Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, 14558 Nuthetal, Germany
| | - Calogero Saieva
- Cancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), 50139 Florence, Italy
| | - Pilar Amiano
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, 20013 San Sebastian, Spain
- Epidemiology of Chronic and Communicable Diseases Group, Biodonostia Health Research Institute, 20014 San Sebastian, Spain
| | - Antonio Agudo
- Unit of Nutrition and Cancer, Catalan Institute of Oncology—ICO, 08908 L’Hospitalet de Llobregat, Spain
- Nutrition and Cancer Group, Epidemiology, Public Health, Cancer Prevention and Palliative Care Program, Bellvitge Biomedical Research Institute—IDIBELL, 08908 L’Hospitalet de Llobregat, Spain
| | - Elisabete Weiderpass
- International Agency for Research on Cancer, World Health Organization, 69372 Lyon, France
| | - Paolo Vineis
- MRC Centre for Environment and Health, School of Public Health, Imperial College, London W2 1PG, UK
| | - Giuseppe Matullo
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy
- Interdepartmental Center for Studies on Asbestos and other Toxic Particulates “G. Scansetti”, University of Turin, 10126 Turin, Italy
- Medical Genetics Unit, Città della Salute e della Scienza, 10126 Turin, Italy
- Department of Medical Sciences, Via Santena 19, 10126 Torino, Italy
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