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Ram M, Afrash MR, Moulaei K, Esmaeeli E, Khorashadizadeh MS, Garavand A, Amiri P, Sabahi A. Predicting Mesothelioma Using Artificial Intelligence: A Scoping Review of Common Models and Applications. Technol Cancer Res Treat 2025; 24:15330338251341053. [PMID: 40340549 PMCID: PMC12065984 DOI: 10.1177/15330338251341053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2025] [Revised: 03/27/2025] [Accepted: 04/16/2025] [Indexed: 05/10/2025] Open
Abstract
IntroductionMesothelioma is a type of lung cancer caused by asbestos exposure, and early diagnosis is crucial for improving survival chances. Artificial intelligence offers a potential solution for the timely diagnosis and staging of the disease. This study aims to review the latest research conducted in artificial intelligence applications to predict mesothelioma.MethodsUntil April 24, 2023, PubMed, Scopus, and Web of Science databases were searched comprehensively for articles on artificial intelligence in mesothelioma management. The data was gathered using a standardized extraction form, and the findings were reported in figures and tables.ResultsOne hundred and seventy-three articles were identified from database searches, which were then reduced to 151 after eliminating duplicates. Finally, 19 articles were selected for inclusion in our study. The applications of artificial intelligence in these articles primarily focused on tumor diagnosis and classification (73.69%), followed by prevention and prognosis (21.05%) and tumor volumetric measurement of malignant pleural mesothelioma (5.26%). The most frequently used AI models include types of neural networks (NN), decision trees (DT), random forests (RF), logistic regression (LogR), Naïve Bayes (NB), and support vector machines (SVM). SVM, DT, and RF emerged as prominent models, achieving high accuracies ranging from 78.3% to 99.97%. Genetic algorithms, correlation-based algorithms, and Neural Networks were employed for risk factor identification and feature selection.ConclusionArtificial intelligence, particularly machine learning models such as neural networks, decision trees, support vector machines, and random forests, holds promise in predicting and managing mesothelioma, potentially enhancing early detection and improving patient outcomes.
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Affiliation(s)
- Malihe Ram
- Faculty of Medical Sciences, Birjand University of Medical Sciences, Birjand, Iran
| | - Mohammad Reza Afrash
- Artificial Intelligence in Medical Sciences Research Center, Smart University of Medical Sciences, Tehran, Iran
| | - Khadijeh Moulaei
- Health Management and Economics Research Center, Health Management Research Institute, Iran University of Medical Sciences, Tehran, Iran
| | - Erfan Esmaeeli
- Department of Health Information Management and Medical Informatics, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohadeseh Sadat Khorashadizadeh
- Department of Health Information Technology and Management, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Ali Garavand
- Department of Health Information Technology, School of Allied Medical Sciences, Lorestan University of Medical Sciences, Khorramabad, Iran
| | - Parastoo Amiri
- Department of Health Information Technology, School of Allied Medical Sciences, Lorestan University of Medical Sciences, Khorramabad, Iran
| | - Azam Sabahi
- Department of Health Information Technology, Ferdows Faculty of Medical Sciences, Birjand University of Medical Sciences, Birjand, Iran
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Xu X, Li H, Xie M, Zhou Z, Wang D, Mao W. LncRNAs and related molecular basis in malignant pleural mesothelioma: challenges and potential. Crit Rev Oncol Hematol 2023; 186:104012. [PMID: 37116816 DOI: 10.1016/j.critrevonc.2023.104012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 04/04/2023] [Accepted: 04/24/2023] [Indexed: 04/30/2023] Open
Abstract
Malignant pleural mesothelioma (MPM) is a rare but invasive cancer, which mainly arises from mesothelial tissues of pleura, peritoneum and pericardium. Despite significant advances in treatments, the prognosis of MPM patients remains poor, and the 5-year survival rate is less than 10%. Therefore, it is urgent to explore novel therapeutic targets for the treatment of MPM. Growing evidence has indicated that long non-coding RNAs (lncRNAs) potentially could be promising therapeutic targets for numerous cancers. In this regard, lncRNAs might also potentially therapeutic targets for MPM. Recent advances have been made to investigate the molecular basis of MPM. This review first provides a comprehensive overview of roles of lncRNAs in MPM and then discusses the relationship between molecular basis of MPM and MPM-related lncRNAs to implement them as promising therapeutic targets for MPM.
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Affiliation(s)
- Xiaoling Xu
- Key Laboratory on Diagnosis and Treatment Technology on Thoracic Cancer, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China
| | - Huihui Li
- Key Laboratory on Diagnosis and Treatment Technology on Thoracic Cancer, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China
| | - Mingying Xie
- Key Laboratory on Diagnosis and Treatment Technology on Thoracic Cancer, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China
| | - Zichao Zhou
- Key Laboratory on Diagnosis and Treatment Technology on Thoracic Cancer, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China
| | - Ding Wang
- Key Laboratory on Diagnosis and Treatment Technology on Thoracic Cancer, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China; The Second School of Medicine, Wenzhou Medical University, Wenzhou, China
| | - Weimin Mao
- Key Laboratory on Diagnosis and Treatment Technology on Thoracic Cancer, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China; The Second School of Medicine, Wenzhou Medical University, Wenzhou, China; Department of Thoracic Surgery, Zhejiang Cancer Hospital (Zhejiang Cancer Research Institute), Hangzhou, Zhejiang Province, China.
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Yang K, Yang T, Yang T, Yuan Y, Li F. Unraveling tumor microenvironment heterogeneity in malignant pleural mesothelioma identifies biologically distinct immune subtypes enabling prognosis determination. Front Oncol 2022; 12:995651. [PMID: 36237331 PMCID: PMC9552848 DOI: 10.3389/fonc.2022.995651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Accepted: 09/14/2022] [Indexed: 11/30/2022] Open
Abstract
Background Malignant pleural mesothelioma (MPM) is a rare and intractable disease exhibiting a remarkable intratumoral heterogeneity and dismal prognosis. Although immunotherapy has reshaped the therapeutic strategies for MPM, patients react with discrepant responsiveness. Methods Herein, we recruited 333 MPM patients from 5 various cohorts and developed an in-silico classification system using unsupervised Non-negative Matrix Factorization and Nearest Template Prediction algorithms. The genomic alterations, immune signatures, and patient outcomes were systemically analyzed across the external TCGA-MESO samples. Machine learning-based integrated methodology was applied to identify a gene classifier for clinical application. Results The gene expression profiling-based classification algorithm identified immune-related subtypes for MPMs. In comparison with the non-immune subtype, we validated the existence of abundant immunocytes in the immune subtype. Immune-suppressed MPMs were enriched with stroma fraction, myeloid components, and immunosuppressive tumor-associated macrophages (TAMs) as well exhibited increased TGF-β signature that informs worse clinical outcomes and reduced efficacy of anti-PD-1 treatment. The immune-activated MPMs harbored the highest lymphocyte infiltration, growing TCR and BCR diversity, and presented the pan-cancer immune phenotype of IFN-γ dominant, which confers these tumors with better drug response when undergoing immune checkpoint inhibitor (ICI) treatment. Genetically, BAP1 mutation was most commonly found in patients of immune-activated MPMs and was associated with a favorable outcome in a subtype-specific pattern. Finally, a robust 12-gene classifier was generated to classify MPMs with high accuracy, holding promise value in predicting patient survival. Conclusions We demonstrate that the novel classification system can be exploited to guide the identification of diverse immune subtypes, providing critical biological insights into the mechanisms driving tumor heterogeneity and responsible for cancer-related patient prognoses.
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Affiliation(s)
- Kaidi Yang
- Department of Oncology, Hainan Hospital of Chinese People’s Liberation Army General Hospital, Sanya, China
- *Correspondence: Kaidi Yang, ; Fang Li,
| | - Tongxin Yang
- Department of Oncology, Hainan Hospital of Chinese People’s Liberation Army General Hospital, Sanya, China
| | - Tao Yang
- Department of Oncology, Hainan Hospital of Chinese People’s Liberation Army General Hospital, Sanya, China
| | - Ye Yuan
- Institute of Pathology and Southwest Cancer Center, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing, China
| | - Fang Li
- Department of Oncology, Hainan Hospital of Chinese People’s Liberation Army General Hospital, Sanya, China
- *Correspondence: Kaidi Yang, ; Fang Li,
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Shobana M, Balasraswathi VR, Radhika R, Oleiwi AK, Chaudhury S, Ladkat AS, Naved M, Rahmani AW. Classification and Detection of Mesothelioma Cancer Using Feature Selection-Enabled Machine Learning Technique. BIOMED RESEARCH INTERNATIONAL 2022; 2022:9900668. [PMID: 35937383 PMCID: PMC9348925 DOI: 10.1155/2022/9900668] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 06/30/2022] [Accepted: 07/14/2022] [Indexed: 11/18/2022]
Abstract
Cancer of the mesothelium, sometimes referred to as malignant mesothelioma (MM), is an extremely uncommon form of the illness that almost always results in death. Chemotherapy, surgery, radiation therapy, and immunotherapy are all potential treatments for multiple myeloma; however, the majority of patients are identified with the disease at an advanced stage, at which time it is resistant to these therapies. After obtaining a diagnosis of advanced multiple myeloma, the average length of time that a person lives is one year after hearing this news. There is a substantial link between asbestos exposure and mesothelioma (MM). Using an approach that enables feature selection and machine learning, this article proposes a classification and detection method for mesothelioma cancer. The CFS correlation-based feature selection approach is first used in the feature selection process. It acts as a filter, selecting just the traits that are relevant to the categorization. The accuracy of the categorization model is improved as a direct consequence of this. After that, classification is carried out with the help of naive Bayes, fuzzy SVM, and the ID3 algorithm. Various metrics have been utilized during the process of measuring the effectiveness of machine learning strategies. It has been discovered that the choice of features has a substantial influence on the accuracy of the categorization.
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Affiliation(s)
- M. Shobana
- SRM Institute of Science and Technology, SRM Nagar, Kattankulathur, Kanchipuram, 603203, Chennai, India
| | - V. R. Balasraswathi
- Department of Networking and Communications, School of Computing, SRM Institute of Science and Technology, Kattankulathur, India
| | - R. Radhika
- Department of Networking and Communications, School of Computing, SRM Institute of Science and Technology, Kattankulathur, India
| | - Ahmed Kareem Oleiwi
- Department of Computer Technical Engineering, The Islamic University, 54001 Najaf, Iraq
| | | | - Ajay S. Ladkat
- Department of Instrumentation Engineering, Vishwakarma Institute of Technology, Pune, India
| | - Mohd Naved
- Amity International Business School (AIBS), Amity University, Noida, India
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Lapidot M, Saladi SV, Salgia R, Sattler M. Novel Therapeutic Targets and Immune Dysfunction in Malignant Pleural Mesothelioma. Front Pharmacol 2022; 12:806570. [PMID: 35069219 PMCID: PMC8776703 DOI: 10.3389/fphar.2021.806570] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 12/16/2021] [Indexed: 12/20/2022] Open
Abstract
Advances in the treatment of malignant pleural mesothelioma (MPM) have been disappointing, despite the apparent need for new therapeutic options for this rare and devastating cancer. Drug resistance is common and surgical intervention has brought benefits only to a subset of patients. MPM is a heterogenous disease with a surprisingly low mutation rate and recent sequencing efforts have confirmed alterations in a limited number of tumor suppressors that do not provide apparent insights into the molecular mechanisms that drive this malignancy. There is increasing evidence that epigenetic regulation leads to immune evasion and transformation in MPM. Further, the low efficacy of immune checkpoint inhibitors is consistent with a suppression of genes involved in the anti-tumor immune response. We review three promising emerging therapeutic targets (STAT3, KDM4A, heparanase) and highlight their potential effects on the immune response.
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Affiliation(s)
- Moshe Lapidot
- Department of Thoracic Surgery, Galilee Medical Center, Nahariya, Israel
| | - Srinivas Vinod Saladi
- Department of Otolaryngology, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston, MA, United States
- Broad Institute of Harvard and MIT, Cambridge, MA, United States
| | - Ravi Salgia
- Department of Medical Oncology and Therapeutics Research, City of Hope, Duarte, CA, United States
| | - Martin Sattler
- Department of Medicine, Harvard Medical School, Boston, MA, United States
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, United States
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Expression of phosphorylated ribosomal protein S6 in mesothelioma patients - correlation with clinico-pathological characteristics and outcome: results from the European Thoracic Oncology Platform (ETOP) Mesoscape project. Mod Pathol 2022; 35:1888-1899. [PMID: 36115922 PMCID: PMC9708564 DOI: 10.1038/s41379-022-01145-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 07/13/2022] [Accepted: 07/20/2022] [Indexed: 12/24/2022]
Abstract
Pleural mesothelioma (PM) is an aggressive malignancy with poor prognosis. Although histology and pathologic stage are important prognostic factors, better prognostic biomarkers are needed. The ribosomal protein S6 is a downstream target of the phosphatidylinositol 3-kinase (PI3K) pathway involved in protein synthesis and cell proliferation. In previous studies, low phosphorylated S6 (pS6) immunoreactivity was significantly correlated with longer progression-free survival (PFS) and overall survival (OS) in PM patients. We aimed to correlate pS6 expression to clinical data in a large multi-centre PM cohort as part of the European Thoracic Oncology Platform (ETOP) Mesoscape project. Tissue Micro Arrays (TMAs) of PM were constructed and expression of pS6 was evaluated by a semi-quantitatively aggregate H-score. Expression results were correlated to patient characteristics as well as OS/PFS. pS6 IHC results of 364 patients from 9 centres, diagnosed between 1999 and 2017 were available. The primary histology of included tumours was epithelioid (70.3%), followed by biphasic (24.2%) and sarcomatoid (5.5%). TMAs included both treatment-naïve and tumour tissue taken after induction chemotherapy. High pS6 expression (181 patients with H-score>1.41) was significantly associated with less complete resection. In the overall cohort, OS/PFS were not significantly different between pS6-low and pS6-high patients. In a subgroup analysis non-epithelioid (biphasic and sarcomatoid) patients with high pS6 expression showed a significantly shorter OS (p < 0.001, 10.7 versus 16.9 months) and PFS (p < 0.001, 6.2 versus 10.8 months). In subgroup analysis, in non-epithelioid PM patients high pS6 expression was associated with significantly shorter OS and PFS. These exploratory findings suggest a clinically relevant PI3K pathway activation in non-epithelioid PM which might lay the foundation for future targeted treatment strategies.
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Essential role of the histone lysine demethylase KDM4A in the biology of malignant pleural mesothelioma (MPM). Br J Cancer 2021; 125:582-592. [PMID: 34088988 PMCID: PMC8368004 DOI: 10.1038/s41416-021-01441-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 04/28/2021] [Accepted: 05/13/2021] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Malignant pleural mesothelioma (MPM) is a highly aggressive cancer with a dismal prognosis. There is increasing interest in targeting chromatin regulatory pathways in difficult-to-treat cancers. In preliminary studies, we found that KDM4A (lysine-specific histone demethylase 4) was overexpressed in MPM. METHODS KDM4A protein expression was determined by immunohistochemistry or immunoblotting. Functional inhibition of KDM4A by targeted knockdown and small molecule drugs was correlated to cell growth using cell lines and a xenograft mouse model. Gene expression profiling was performed to identify KDM4A-dependent signature pathways. RESULTS Levels of KDM4A were found to be significantly elevated in MPM patients compared to normal mesothelial tissue. Inhibiting the enzyme activity efficiently reduced cell growth in vitro and reduced tumour growth in vivo. KDM4A inhibitor-induced apoptosis was further enhanced by the BH3 mimetic navitoclax. KDM4A expression was associated with pathways involved in cell growth and DNA repair. Interestingly, inhibitors of the DNA damage and replication checkpoint regulators CHK1 (prexasertib) and WEE1 (adavosertib) within the DNA double-strand break repair pathway, cooperated in the inhibition of cell growth. CONCLUSIONS The results establish a novel and essential role for KDM4A in growth in preclinical models of MPM and identify potential therapeutic approaches to target KDM4A-dependent vulnerabilities.
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Liao D, Yu Y, Mei Q, Wang Z, Li X, Jia Y, Kong F. Advances in Immunotherapy of Malignant Pleural Mesothelioma. Onco Targets Ther 2021; 14:4477-4484. [PMID: 34429612 PMCID: PMC8374846 DOI: 10.2147/ott.s317434] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Accepted: 06/29/2021] [Indexed: 12/25/2022] Open
Abstract
Malignant pleural mesothelioma (MPM) represents the uncommon cancer originating from pleural mesothelial cells, which is associated with dismal prognostic outcome. According to CheckMate-743 results, nivolumab plus ipilimumab has been approved to treat the unresectable MPM in treatment-naive patients as a first-line therapy by the FDA in October 2020. Immunotherapy is expected to be the best choice for MPM treatment. In the following article, the past treatment plan and the progress of immunotherapy for MPM will be reviewed.
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Affiliation(s)
- Dongying Liao
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Nankai District, Tianjin, 300193, People’s Republic of China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Nankai District, Tianjin, 300193, People’s Republic of China
| | - Yongchao Yu
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Nankai District, Tianjin, 300193, People’s Republic of China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Nankai District, Tianjin, 300193, People’s Republic of China
| | - Qingyun Mei
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Nankai District, Tianjin, 300193, People’s Republic of China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Nankai District, Tianjin, 300193, People’s Republic of China
| | - Ziwei Wang
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Nankai District, Tianjin, 300193, People’s Republic of China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Nankai District, Tianjin, 300193, People’s Republic of China
| | - Xiaojiang Li
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Nankai District, Tianjin, 300193, People’s Republic of China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Nankai District, Tianjin, 300193, People’s Republic of China
| | - Yingjie Jia
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Nankai District, Tianjin, 300193, People’s Republic of China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Nankai District, Tianjin, 300193, People’s Republic of China
| | - Fanming Kong
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Nankai District, Tianjin, 300193, People’s Republic of China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Nankai District, Tianjin, 300193, People’s Republic of China
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Yuan L, Sun B, Xu L, Chen L, Ou W. The Updating of Biological Functions of Methyltransferase SETDB1 and Its Relevance in Lung Cancer and Mesothelioma. Int J Mol Sci 2021; 22:ijms22147416. [PMID: 34299035 PMCID: PMC8306223 DOI: 10.3390/ijms22147416] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 07/02/2021] [Accepted: 07/07/2021] [Indexed: 12/11/2022] Open
Abstract
SET domain bifurcated 1 (SETDB1) is a histone H3 lysine 9 (H3K9) methyltransferase that exerts important effects on epigenetic gene regulation. SETDB1 complexes (SETDB1-KRAB-KAP1, SETDB1-DNMT3A, SETDB1-PML, SETDB1-ATF7IP-MBD1) play crucial roles in the processes of histone methylation, transcriptional suppression and chromatin remodelling. Therefore, aberrant trimethylation at H3K9 due to amplification, mutation or deletion of SETDB1 may lead to transcriptional repression of various tumour-suppressing genes and other related genes in cancer cells. Lung cancer is the most common type of cancer worldwide in which SETDB1 amplification and H3K9 hypermethylation have been indicated as potential tumourigenesis markers. In contrast, frequent inactivation mutations of SETDB1 have been revealed in mesothelioma, an asbestos-associated, locally aggressive, highly lethal, and notoriously chemotherapy-resistant cancer. Above all, the different statuses of SETDB1 indicate that it may have different biological functions and be a potential diagnostic biomarker and therapeutic target in lung cancer and mesothelioma.
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Affiliation(s)
| | | | | | | | - Wenbin Ou
- Correspondence: ; Tel./Fax: +86-571-86843303
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Lin P, Zhao Y, Li X, Liang Z. KIAA0101 in Malignant Pleural Mesothelioma: a Potential Diagnostic and Prognostic Marker. Comb Chem High Throughput Screen 2021; 25:1498-1506. [PMID: 34238152 DOI: 10.2174/1386207324666210707105634] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 05/20/2021] [Accepted: 05/29/2021] [Indexed: 02/08/2023]
Abstract
BACKGROUND Currently, there are no reliable diagnostic and prognostic markers for malignant pleural mesothelioma (MPM). The objective of this study was to identify hub genes that could be helpful for diagnosis and prognosis in MPM by using bioinformatics analysis. MATERIALS AND METHODS The gene expression profiles were downloaded from the Gene Expression Omnibus (GEO) database and The Cancer Genome Atlas (TCGA). Weighted gene co-expression network analysis (WGCNA), LASSO regression analysis, Cox regression analysis, and Gene Set Enrichment Analysis (GSEA) were performed to identify hub genes and their functions. RESULTS A total of 430 up-regulated and 867 downregulated genes in MPM were identified based on the GSE51024 dataset. According to the WGCNA analysis, differentially expressed genes were classified into 8 modules. Among them, the pink module was most closely associated with MPM. According to genes with GS > 0.8 and MM > 0.8, six genes were selected as candidate hub genes (NUSAP1, TOP2A, PLOD2, BUB1B, UHRF1, KIAA0101) in the pink module. In the LASSO model, three genes (NUSAP1, PLOD2, and KIAA0101) were identified with non-zero regression coefficients and were considered hub genes among the 6 candidates. The hub gene-based LASSO model can accurately distinguish MPM from controls (AUC = 0.98). Moreover, the high expression level of KIAA0101, PLOD2, and NUSAP1 were all associated with poor prognosis compared to the low level in Kaplan-Meier survival analyses. After further multivariate Cox analysis, only KIAA0101 (HR = 1.55, 95% CI = 1.05-2.29) was identified as an independent prognostic factor among these hub genes. Finally, GSEA revealed that high expression of KIAA0101 was closely associated with 10 signaling pathways. CONCLUSION Our study identified several hub genes relevant to MPM, including NUSAP1, PLOD2, and KIAA0101. Among these genes, KIAA0101 appears to be a useful diagnostic and prognostic biomarker for MPM, which may provide new clues for MPM diagnosis and therapy.
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Affiliation(s)
- Ping Lin
- Department of Respiratory and Critical Care Medicine, West China School of Medicine and West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Yuean Zhao
- Department of Respiratory and Critical Care Medicine, West China School of Medicine and West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Xiaoqian Li
- Department of Respiratory and Critical Care Medicine, West China School of Medicine and West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Zongan Liang
- Department of Respiratory and Critical Care Medicine, West China School of Medicine and West China Hospital, Sichuan University, Chengdu, 610041, China
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Lorenzini E, Ciarrocchi A, Torricelli F. Molecular Fingerprints of Malignant Pleural Mesothelioma: Not Just a Matter of Genetic Alterations. J Clin Med 2021; 10:jcm10112470. [PMID: 34199544 PMCID: PMC8199660 DOI: 10.3390/jcm10112470] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/21/2021] [Accepted: 05/29/2021] [Indexed: 12/12/2022] Open
Abstract
Malignant pleural mesothelioma (MPM) is a clinical emergency of our time. Being strongly associated with asbestos exposure, incidence of this cancer is ramping up these days in many industrialized countries and it will soon start to increase in many developing areas where the use of this silicate derivate is still largely in use. Deficiency of reliable markers for the early identification of these tumors and the limited efficacy of the currently available therapeutic options are the basis of the impressive mortality rate of MPM. These shortcomings reflect the very poor information available about the molecular basis of this disease. Results of the recently released deep profiling studies point to the epigenome as a central element in MPM development and progression. First, MPM is characterized by a low mutational burden and a highly peculiar set of mutations that hits almost exclusively epigenetic keepers or proteins controlling chromatin organization and function. Furthermore, asbestos does not seem to be associated with a distinctive mutational signature, while the precise mapping of epigenetic changes caused by this carcinogen has been defined, suggesting that alterations in epigenetic features are the driving force in the development of this disease. Last but not least, consistent evidence also indicates that, in the setting of MPM, chromatin rewiring and epigenetic alterations of cancer cells heavily condition the microenvironment, including the immune response. In this review we aim to point to the relevance of the epigenome in MPM and to highlight the dependency of this tumor on chromatin organization and function. We also intend to discuss the opportunity of targeting these mechanisms as potential therapeutic options for MPM.
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Affiliation(s)
- Eugenia Lorenzini
- Laboratory of Translational Research, Azienda USL—IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy; (E.L.); (A.C.)
- Department of Pharmacy and Biotechnology (FABIT), University of Bologna, 40126 Bologna, Italy
| | - Alessia Ciarrocchi
- Laboratory of Translational Research, Azienda USL—IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy; (E.L.); (A.C.)
| | - Federica Torricelli
- Laboratory of Translational Research, Azienda USL—IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy; (E.L.); (A.C.)
- Correspondence:
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Tang TT, Konradi AW, Feng Y, Peng X, Ma M, Li J, Yu FX, Guan KL, Post L. Small Molecule Inhibitors of TEAD Auto-palmitoylation Selectively Inhibit Proliferation and Tumor Growth of NF2-deficient Mesothelioma. Mol Cancer Ther 2021; 20:986-998. [PMID: 33850002 DOI: 10.1158/1535-7163.mct-20-0717] [Citation(s) in RCA: 147] [Impact Index Per Article: 36.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 01/22/2021] [Accepted: 03/26/2021] [Indexed: 11/16/2022]
Abstract
Mutations in the neurofibromatosis type 2 (NF2) gene that limit or abrogate expression of functional Merlin are common in malignant mesothelioma. Merlin activates the Hippo pathway to suppress nuclear translocation of YAP and TAZ, the major effectors of the pathway that associate with the TEAD transcription factors in the nucleus and promote expression of genes involved in cell proliferation and survival. In this article, we describe the discovery of compounds that selectively inhibit YAP/TAZ-TEAD promoted gene transcription, block TEAD auto-palmitoylation, and disrupt interaction between YAP/TAZ and TEAD. Optimization led to potent analogs with excellent oral bioavailability and pharmacokinetics that selectively inhibit NF2-deficient mesothelioma cell proliferation in vitro and growth of subcutaneous tumor xenografts in vivo These highly potent and selective TEAD inhibitors provide a way to target the Hippo-YAP pathway, which thus far has been undruggable and is dysregulated frequently in malignant mesothelioma and in other YAP-driven cancers and diseases.
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Affiliation(s)
- Tracy T Tang
- Vivace Therapeutics, Inc., San Mateo, California.
| | | | - Ying Feng
- Vivace Therapeutics, Inc., San Mateo, California
| | - Xiao Peng
- Vivace Therapeutics, Inc., San Mateo, California
| | - Mingyue Ma
- Institute of Pediatrics, Children's Hospital of Fudan University, and the Shanghai Key Laboratory of Medical Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai, China
| | - Jian Li
- Institute of Pediatrics, Children's Hospital of Fudan University, and the Shanghai Key Laboratory of Medical Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai, China
| | - Fa-Xing Yu
- Institute of Pediatrics, Children's Hospital of Fudan University, and the Shanghai Key Laboratory of Medical Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai, China
| | - Kun-Liang Guan
- Department of Pharmacology and Moores Cancer Center, University of California, San Diego, La Jolla, California
| | - Leonard Post
- Vivace Therapeutics, Inc., San Mateo, California
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13
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Oehl K, Vrugt B, Wagner U, Kirschner MB, Meerang M, Weder W, Felley-Bosco E, Wollscheid B, Bankov K, Demes MC, Opitz I, Wild PJ. Alterations in BAP1 Are Associated with Cisplatin Resistance through Inhibition of Apoptosis in Malignant Pleural Mesothelioma. Clin Cancer Res 2021; 27:2277-2291. [PMID: 33547197 DOI: 10.1158/1078-0432.ccr-20-4037] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 01/13/2021] [Accepted: 02/01/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE The clinical standard treatment for patients with malignant pleural mesothelioma (MPM) includes a cisplatin-based chemotherapy, leading to reduction of tumor size in only a minority of patients. Predicting response to chemotherapy in patients with MPM by using a genetic marker would, therefore, enable patient stratification. EXPERIMENTAL DESIGN In this retrospective biomarker study, eligible patients had resectable MPM, measurable disease, and available primary MPM tissue. All patients underwent first-line treatment with cisplatin and pemetrexed, followed by surgery. Thorough molecular analysis was performed (whole-exome and targeted deep sequencing, and copy-number analyses), and also mechanistic in vitro data (viability assays, Western blots, and immunoprecipitation) using mesothelioma cell lines with and without siRNA-mediated BRCA1-associated protein 1 (BAP1) knockdown were provided. RESULTS In a training cohort of patients with MPM (n = 28), mutations or deletions of BAP1 each predicted resistance to chemotherapy in patients with primary MPM. The negative predictive value of BAP1 loss in patients with MPM was confirmed by amplicon sequencing and copy-number array technology in an independent test cohort (n = 39). Preliminary mechanistic studies using siRNA-based knockdown of BAP1 in MPM cell culture models along with immunoprecipitation assays confirmed chemoresistance in vitro, possibly through inhibition of apoptosis and transcriptional regulation of the BAP1/HCF1/E2F1 axis. CONCLUSIONS Alterations in BAP1 in MPM were a negative predictor for response to chemotherapy and could possibly be used as a companion biomarker for treatment decision.
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Affiliation(s)
- Kathrin Oehl
- Institute of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.,Dr. Senckenberg Institute of Pathology, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Bart Vrugt
- Institute of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Ulrich Wagner
- Institute of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | | | - Mayura Meerang
- Department of Thoracic Surgery, University Hospital Zurich, Zurich, Switzerland
| | - Walter Weder
- Department of Thoracic Surgery, University Hospital Zurich, Zurich, Switzerland
| | | | - Bernd Wollscheid
- Institute of Molecular Systems Biology & Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Katrin Bankov
- Dr. Senckenberg Institute of Pathology, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Melanie C Demes
- Dr. Senckenberg Institute of Pathology, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Isabelle Opitz
- Department of Thoracic Surgery, University Hospital Zurich, Zurich, Switzerland
| | - Peter J Wild
- Institute of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland. .,Dr. Senckenberg Institute of Pathology, University Hospital Frankfurt, Frankfurt am Main, Germany.,Frankfurt Institute for Advanced Studies (FIAS), Frankfurt am Main, Germany
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14
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Dell’Anno I, Barbarino M, Barone E, Giordano A, Luzzi L, Bottaro M, Migliore L, Agostini S, Melani A, Melaiu O, Catalano C, Cipollini M, Silvestri R, Corrado A, Gemignani F, Landi S. EIF4G1 and RAN as Possible Drivers for Malignant Pleural Mesothelioma. Int J Mol Sci 2020; 21:ijms21144856. [PMID: 32659970 PMCID: PMC7402288 DOI: 10.3390/ijms21144856] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 07/03/2020] [Accepted: 07/06/2020] [Indexed: 12/18/2022] Open
Abstract
For malignant pleural mesothelioma (MPM) novel therapeutic strategies are urgently needed. In a previous study, we identified 51 putative cancer genes over-expressed in MPM tissues and cell lines. Here, we deepened the study on nine of them (ASS1, EIF4G1, GALNT7, GLUT1, IGF2BP3 (IMP3), ITGA4, RAN, SOD1, and THBS2) to ascertain whether they are truly mesothelial cancer driver genes (CDGs) or genes overexpressed in an adaptive response to the tumoral progression (“passenger genes”). Through a fast siRNA-based screening, we evaluated the consequences of gene depletion on migration, proliferation, colony formation capabilities, and caspase activities of four MPM (Mero-14, Mero-25, IST-Mes2, and NCI-H28) and one SV40-immortalized mesothelial cell line (MeT-5A) as a non-malignant model. The depletion of EIF4G1 and RAN significantly reduced cell proliferation and colony formation and increased caspase activity. In particular, the findings for RAN resemble those observed for other types of cancer. Thus, we evaluated the in vitro effects of importazole (IPZ), a small molecule inhibitor of the interaction between RAN and importin-β. We showed that IPZ could have effects similar to those observed following RAN gene silencing. We also found that primary cell lines from one out of three MPM patients were sensitive to IPZ. As EIF4G1 and RAN deserve further investigation with additional in vitro and in vivo studies, they emerged as promising CDGs, suggesting that their upregulation could play a role in mesothelial tumorigenesis and aggressiveness. Furthermore, present data propose the molecular pathways dependent on RAN as a putative pharmacological target for MPM patients in the view of a future personalized medicine.
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Affiliation(s)
- Irene Dell’Anno
- Department of Biology, Genetic Unit, University of Pisa, 56126 Pisa, Italy; (I.D.); (E.B.); (L.M.); (S.A.); (A.M.); (O.M.); (C.C.); (M.C.); (R.S.); (A.C.); (F.G.)
| | - Marcella Barbarino
- Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (M.B.); (A.G.); (M.B.)
- Sbarro Institute for Cancer Research and Molecular Medicine, Center for Biotechnology, College of Science and Technology, Temple University, Philadelphia, PA 19122, USA
| | - Elisa Barone
- Department of Biology, Genetic Unit, University of Pisa, 56126 Pisa, Italy; (I.D.); (E.B.); (L.M.); (S.A.); (A.M.); (O.M.); (C.C.); (M.C.); (R.S.); (A.C.); (F.G.)
| | - Antonio Giordano
- Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (M.B.); (A.G.); (M.B.)
- Sbarro Institute for Cancer Research and Molecular Medicine, Center for Biotechnology, College of Science and Technology, Temple University, Philadelphia, PA 19122, USA
| | - Luca Luzzi
- Department of Medicine, Surgery and Neurosciences, Siena University Hospital, 53100 Siena, Italy;
| | - Maria Bottaro
- Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (M.B.); (A.G.); (M.B.)
| | - Loredana Migliore
- Department of Biology, Genetic Unit, University of Pisa, 56126 Pisa, Italy; (I.D.); (E.B.); (L.M.); (S.A.); (A.M.); (O.M.); (C.C.); (M.C.); (R.S.); (A.C.); (F.G.)
| | - Silvia Agostini
- Department of Biology, Genetic Unit, University of Pisa, 56126 Pisa, Italy; (I.D.); (E.B.); (L.M.); (S.A.); (A.M.); (O.M.); (C.C.); (M.C.); (R.S.); (A.C.); (F.G.)
| | - Alessandra Melani
- Department of Biology, Genetic Unit, University of Pisa, 56126 Pisa, Italy; (I.D.); (E.B.); (L.M.); (S.A.); (A.M.); (O.M.); (C.C.); (M.C.); (R.S.); (A.C.); (F.G.)
| | - Ombretta Melaiu
- Department of Biology, Genetic Unit, University of Pisa, 56126 Pisa, Italy; (I.D.); (E.B.); (L.M.); (S.A.); (A.M.); (O.M.); (C.C.); (M.C.); (R.S.); (A.C.); (F.G.)
- Immuno-Oncology Laboratory, Department of Paediatric Haematology/Oncology and of Cell and Gene Therapy, Ospedale Pediatrico Bambino Gesù, IRCCS, 00165 Rome, Italy
| | - Calogerina Catalano
- Department of Biology, Genetic Unit, University of Pisa, 56126 Pisa, Italy; (I.D.); (E.B.); (L.M.); (S.A.); (A.M.); (O.M.); (C.C.); (M.C.); (R.S.); (A.C.); (F.G.)
- Department of Internal Medicine V, University of Heidelberg, 69117 Heidelberg, Germany
| | - Monica Cipollini
- Department of Biology, Genetic Unit, University of Pisa, 56126 Pisa, Italy; (I.D.); (E.B.); (L.M.); (S.A.); (A.M.); (O.M.); (C.C.); (M.C.); (R.S.); (A.C.); (F.G.)
| | - Roberto Silvestri
- Department of Biology, Genetic Unit, University of Pisa, 56126 Pisa, Italy; (I.D.); (E.B.); (L.M.); (S.A.); (A.M.); (O.M.); (C.C.); (M.C.); (R.S.); (A.C.); (F.G.)
| | - Alda Corrado
- Department of Biology, Genetic Unit, University of Pisa, 56126 Pisa, Italy; (I.D.); (E.B.); (L.M.); (S.A.); (A.M.); (O.M.); (C.C.); (M.C.); (R.S.); (A.C.); (F.G.)
- Department of Bioscience, University of Milan, 20133 Milan, Italy
| | - Federica Gemignani
- Department of Biology, Genetic Unit, University of Pisa, 56126 Pisa, Italy; (I.D.); (E.B.); (L.M.); (S.A.); (A.M.); (O.M.); (C.C.); (M.C.); (R.S.); (A.C.); (F.G.)
| | - Stefano Landi
- Department of Biology, Genetic Unit, University of Pisa, 56126 Pisa, Italy; (I.D.); (E.B.); (L.M.); (S.A.); (A.M.); (O.M.); (C.C.); (M.C.); (R.S.); (A.C.); (F.G.)
- Correspondence:
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15
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Paajanen J, Laaksonen S, Ilonen I, Vehmas T, Mäyränpää MI, Sutinen E, Kettunen E, Salo JA, Räsänen J, Wolff H, Myllärniemi M. Clinical Features in Patients With Malignant Pleural Mesothelioma With 5-Year Survival and Evaluation of Original Diagnoses. Clin Lung Cancer 2020; 21:e633-e639. [PMID: 32624414 DOI: 10.1016/j.cllc.2020.05.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2019] [Revised: 04/26/2020] [Accepted: 05/14/2020] [Indexed: 11/25/2022]
Abstract
INTRODUCTION Malignant pleural mesothelioma (MPM) is a fatal malignancy strongly associated with previous asbestos exposure. Overall survival remains dismal, partly owing to poor response to available treatment. The aims of this study were to evaluate diagnostic accuracy in a group of patients with MPM with an unusually long survival time and to assess the factors related to this prolonged survival. MATERIALS AND METHODS Forty-three patients with overall survival exceeding 5 years were accepted to the long-term survivor (LTS) group, and these patients were compared with 84 patients with epithelial MPM. Data were collected from various national registries and electronic medical records. In addition, all available histopathologic diagnostic samples and computed tomography studies were re-evaluated by experienced specialists. RESULTS Our study showed a good diagnostic accuracy, with only 1 (0.5%) patient having an incorrect MPM diagnosis. Two (0.9%) localized malignant mesotheliomas and 2 (0.9%) well-differentiated papillary mesotheliomas were also found. LTS patients were younger, more frequently female, had a better performance status at time of diagnosis, and had less evidence of prior asbestos exposure. In multivariate analysis, we showed tumor size, Eastern Cooperative Oncology Group performance status, and first-line treatment (both surgery and chemotherapy) to be associated with survival time. CONCLUSION We confirmed the diagnosis of MPM in an overwhelming majority of patients in the LTS group. An epithelial subtype of MPM behaving clinically more indolently seems to exist, but further tumor and genetic characterization is needed. The prolonged survival time is most likely explained by a combination of tumor-, patient-, and treatment-related factors.
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Affiliation(s)
- Juuso Paajanen
- Department of Pulmonary Medicine, Heart and Lung Center, Helsinki University Hospital, Helsinki, Finland; Individualized Drug Therapy Research Program, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Sanna Laaksonen
- Department of Pathology, University of Helsinki and HUSLAB, Helsinki University Hospital, Helsinki, Finland; Individualized Drug Therapy Research Program, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
| | - Ilkka Ilonen
- Department of General Thoracic and Esophageal Surgery, Heart and Lung Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland; Individualized Drug Therapy Research Program, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Tapio Vehmas
- Occupational Medicine, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Mikko I Mäyränpää
- Department of Pathology, University of Helsinki and HUSLAB, Helsinki University Hospital, Helsinki, Finland
| | - Eva Sutinen
- Department of Pulmonary Medicine, Heart and Lung Center, Helsinki University Hospital, Helsinki, Finland; Individualized Drug Therapy Research Program, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Eeva Kettunen
- Occupational Safety, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Jarmo A Salo
- Department of General Thoracic and Esophageal Surgery, Heart and Lung Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Jari Räsänen
- Department of General Thoracic and Esophageal Surgery, Heart and Lung Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Henrik Wolff
- Occupational Medicine, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Marjukka Myllärniemi
- Department of Pulmonary Medicine, Heart and Lung Center, Helsinki University Hospital, Helsinki, Finland; Individualized Drug Therapy Research Program, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
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16
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Jiang Y, Mei Z, Cao H, Li S, Xu H, Qiu H, Liu Y. Meningeal metastasis of a malignant peritoneal mesothelioma: A case report and literature review. Cancer Biol Ther 2019; 20:1409-1415. [PMID: 31411522 DOI: 10.1080/15384047.2019.1647053] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
Abstract
Malignant peritoneal mesothelioma is a very rare tumor originating from the peritoneal serous mesothelium. Meningeal metastasis of malignant peritoneal is even more rare. Here, we reported a case of a 60-year-old female patient with a history of exposure to asbestos for 10 years who presented with massive peritoneal effusion followed by disorder of consciousness and symptoms of cranial nerve injury. The patient was diagnosed as peritoneal mesothelioma with meningeal metastasis through neurological symptoms, cytological finding of cerebrospinal fluid combined with cranial magnetic resonance imaging (MRI). The patient received systemic chemotherapy and total craniospinal irradiation. The follow up visits showed that the survival time of patient after diagnosis of meningeal metastasis from peritoneal mesothelioma was 5 months. To our knowledge, this is the first case of menigeal metastasis of peritoneal mesothelioma. We hope this particular case may be helpful in providing some experience to the treatment of peritoneal mesothelioma with meningeal metastasis.
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Affiliation(s)
- Yaofei Jiang
- Department of Radiation and Medical Oncology, Hubei Key Laboratory of Tumor Biological Behaviors, Hubei Cancer Clinical Study Center, Zhongnan Hospital of Wuhan University , Wuhan , China
| | - Zijie Mei
- Department of Radiation and Medical Oncology, Hubei Key Laboratory of Tumor Biological Behaviors, Hubei Cancer Clinical Study Center, Zhongnan Hospital of Wuhan University , Wuhan , China
| | - Hong Cao
- Department of Pathology, Zhongnan Hospital of Wuhan University , Wuhan , Hubei , China
| | - Sirui Li
- Department of Radiology, Zhongnan Hospital of Wuhan University , Wuhan , Hubei , China
| | - Haibo Xu
- Department of Radiology, Zhongnan Hospital of Wuhan University , Wuhan , Hubei , China
| | - Hui Qiu
- Department of Radiation and Medical Oncology, Hubei Key Laboratory of Tumor Biological Behaviors, Hubei Cancer Clinical Study Center, Zhongnan Hospital of Wuhan University , Wuhan , China
| | - Yu Liu
- Department of Radiation and Medical Oncology, Hubei Key Laboratory of Tumor Biological Behaviors, Hubei Cancer Clinical Study Center, Zhongnan Hospital of Wuhan University , Wuhan , China
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17
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Borrelli E, Babcock Z, Kogut S. Costs of medical care for mesothelioma. Rare Tumors 2019; 11:2036361319863498. [PMID: 31360386 PMCID: PMC6637828 DOI: 10.1177/2036361319863498] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 06/20/2019] [Indexed: 02/06/2023] Open
Abstract
Malignant mesothelioma is a rare and devastating form of cancer with an increasing economic burden. We sought to describe the direct cost burden of mesothelioma to the US health system. A systematic literature review was performed to locate published estimates of the medical cost of mesothelioma. In addition, we performed an analysis of hospital discharge data from the National Inpatient Sample, Healthcare Cost and Utilization Project, Agency for Healthcare Research and Quality. We also reviewed publicly available legal settlements. We found that published estimates of the cost of medical care for mesothelioma are sparse, and differ with respect to nation, timeframe, and types of cost included. For the year 2014 in the United States, we estimated a mean cost per mesothelioma hospitalization of US$24,124 (95% confidence interval: US$20,819–US$28,983) and a total cost for hospital care of US$44,214,835. In conclusion, we found that reports describing the direct medical cost of care for mesothelioma in the United States are lacking, yet the per-patient cost of care is substantial, as evidenced by analyses of inpatient care and legal settlements.
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Affiliation(s)
- Eric Borrelli
- Program in Health Outcomes Research, College of Pharmacy, The University of Rhode Island, Kingston, RI, USA
| | - Zachary Babcock
- Program in Health Outcomes Research, College of Pharmacy, The University of Rhode Island, Kingston, RI, USA
| | - Stephen Kogut
- Program in Health Outcomes Research, College of Pharmacy, The University of Rhode Island, Kingston, RI, USA
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18
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Milosevic V, Kopecka J, Salaroglio IC, Libener R, Napoli F, Izzo S, Orecchia S, Ananthanarayanan P, Bironzo P, Grosso F, Tabbò F, Comunanza V, Alexa-Stratulat T, Bussolino F, Righi L, Novello S, Scagliotti GV, Riganti C. Wnt/IL-1β/IL-8 autocrine circuitries control chemoresistance in mesothelioma initiating cells by inducing ABCB5. Int J Cancer 2019; 146:192-207. [PMID: 31107974 DOI: 10.1002/ijc.32419] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2018] [Revised: 05/10/2019] [Accepted: 05/15/2019] [Indexed: 12/26/2022]
Abstract
Malignant pleural mesothelioma (MPM) is a tumor with high chemoresistance and poor prognosis. MPM-initiating cells (ICs) are known to be drug resistant, but it is unknown if and how stemness-related pathways determine chemoresistance. Moreover, there are no predictive markers of IC-associated chemoresistance. Aim of this work is to clarify if and by which mechanisms the chemoresistant phenotype of MPM IC was due to specific stemness-related pathways. We generated MPM IC from primary MPM samples and compared the gene expression and chemo-sensitivity profile of IC and differentiated/adherent cells (AC) of the same patient. Compared to AC, IC had upregulated the drug efflux transporter ABCB5 that determined resistance to cisplatin and pemetrexed. ABCB5-knocked-out (KO) IC clones were resensitized to the drugs in vitro and in patient-derived xenografts. ABCB5 was transcriptionally activated by the Wnt/GSK3β/β-catenin/c-myc axis that also increased IL-8 and IL-1β production. IL-8 and IL-1β-KO IC clones reduced the c-myc-driven transcription of ABCB5 and reacquired chemosensitivity. ABCB5-KO clones had lower IL-8 and IL-1β secretion, and c-myc transcriptional activity, suggesting that either Wnt/GSK3β/β-catenin and IL-8/IL-1β signaling drive c-myc-mediated transcription of ABCB5. ABCB5 correlated with lower time-to-progression and overall survival in MPM patients treated with cisplatin and pemetrexed. Our work identified multiple autocrine loops linking stemness pathways and resistance to cisplatin and pemetrexed in MPM IC. ABCB5 may represent a new target to chemosensitize MPM IC and a potential biomarker to predict the response to the first-line chemotherapy in MPM patients.
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Affiliation(s)
| | - Joanna Kopecka
- Department of Oncology, University of Torino, Torino, Italy
| | | | - Roberta Libener
- Pathology Division, S. Antonio and Biagio Hospital, Alessandria, Italy
| | - Francesca Napoli
- Department of Oncology, University of Torino, Torino, Italy.,Pathology Unit, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Stefania Izzo
- Department of Oncology, University of Torino, Torino, Italy.,Pathology Unit, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Sara Orecchia
- Pathology Division, S. Antonio and Biagio Hospital, Alessandria, Italy
| | | | - Paolo Bironzo
- Department of Oncology, University of Torino, Torino, Italy.,Thoracic Oncology Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Federica Grosso
- Oncology Division, S. Antonio and Biagio Hospital, Alessandria, Italy
| | - Fabrizio Tabbò
- Department of Oncology, University of Torino, Torino, Italy.,Thoracic Oncology Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Valentina Comunanza
- Department of Oncology, University of Torino, Torino, Italy.,Candiolo Cancer Institute - FPO IRCCS, Candiolo, Italy
| | | | - Federico Bussolino
- Department of Oncology, University of Torino, Torino, Italy.,Candiolo Cancer Institute - FPO IRCCS, Candiolo, Italy
| | - Luisella Righi
- Department of Oncology, University of Torino, Torino, Italy.,Pathology Unit, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Silvia Novello
- Department of Oncology, University of Torino, Torino, Italy.,Thoracic Oncology Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Giorgio V Scagliotti
- Department of Oncology, University of Torino, Torino, Italy.,Thoracic Oncology Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Chiara Riganti
- Department of Oncology, University of Torino, Torino, Italy.,Interdepartmental Center "G. Scansetti" for the Study of Asbestos and Other Toxic Particulates, University of Torino, Torino, Italy
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19
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Salaroglio IC, Kopecka J, Napoli F, Pradotto M, Maletta F, Costardi L, Gagliasso M, Milosevic V, Ananthanarayanan P, Bironzo P, Tabbò F, Cartia CF, Passone E, Comunanza V, Ardissone F, Ruffini E, Bussolino F, Righi L, Novello S, Di Maio M, Papotti M, Scagliotti GV, Riganti C. Potential Diagnostic and Prognostic Role of Microenvironment in Malignant Pleural Mesothelioma. J Thorac Oncol 2019; 14:1458-1471. [PMID: 31078776 DOI: 10.1016/j.jtho.2019.03.029] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 03/12/2019] [Accepted: 03/31/2019] [Indexed: 01/01/2023]
Abstract
INTRODUCTION A comprehensive analysis of the immune cell infiltrate collected from pleural fluid and from biopsy specimens of malignant pleural mesothelioma (MPM) may contribute to understanding the immune-evasion mechanisms related to tumor progression, aiding in differential diagnosis and potential prognostic stratification. Until now such approach has not routinely been verified. METHODS We enrolled 275 patients with an initial clinical diagnosis of pleural effusion. Specimens of pleural fluids and pleural biopsy samples used for the pathologic diagnosis and the immune phenotype analyses were blindly investigated by multiparametric flow cytometry. The results were analyzed using the Kruskal-Wallis test. The Kaplan-Meier and log-rank tests were used to correlate immune phenotype data with patients' outcome. RESULTS The cutoffs of intratumor T-regulatory (>1.1%) cells, M2-macrophages (>36%), granulocytic and monocytic myeloid-derived suppressor cells (MDSC; >5.1% and 4.2%, respectively), CD4 molecule-positive (CD4+) programmed death 1-positive (PD-1+) (>5.2%) and CD8+PD-1+ (6.4%) cells, CD4+ lymphocyte activating 3-positive (LAG-3+) (>2.8% ) and CD8+LAG-3+ (>2.8%) cells, CD4+ T cell immunoglobulin and mucin domain 3-positive (TIM-3+) (>2.5%), and CD8+TIM-3+ (>2.6%) cells discriminated MPM from pleuritis with 100% sensitivity and 89% specificity. The presence of intratumor MDSC contributed to the anergy of tumor-infiltrating lymphocytes. The immune phenotype of pleural fluid cells had no prognostic significance. By contrast, the intratumor T-regulatory and MDSC levels significantly correlated with progression-free and overall survival, the PD-1+/LAG-3+/TIM-3+ CD4+ tumor-infiltrating lymphocytes correlated with overall survival. CONCLUSIONS A clear immune signature of pleural fluids and tissues of MPM patients may contribute to better predict patients' outcome.
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Affiliation(s)
| | - Joanna Kopecka
- Department of Oncology, University of Torino, Torino, Italy
| | - Francesca Napoli
- Pathology Unit, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Monica Pradotto
- Thoracic Oncology Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino Regione Gonzole 10, Orbassano, Italy
| | - Francesca Maletta
- Department of Oncology, University of Torino, Torino, Italy; Pathology Unit, Department of Oncology at AOU Città della Salute e della Scienza, Torino, Italy
| | - Lorena Costardi
- Thoracic Surgery Unit, Department of Surgery, AOU Città della Salute e Della Scienza, University of Torino, Torino, Italy
| | - Matteo Gagliasso
- Thoracic Surgery Unit, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | | | | | - Paolo Bironzo
- Department of Oncology, University of Torino, Torino, Italy; Thoracic Oncology Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino Regione Gonzole 10, Orbassano, Italy
| | - Fabrizio Tabbò
- Department of Oncology, University of Torino, Torino, Italy; Thoracic Oncology Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino Regione Gonzole 10, Orbassano, Italy
| | - Carlotta F Cartia
- Thoracic Surgery Unit, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Erika Passone
- Thoracic Surgery Unit, Department of Surgery, AOU Città della Salute e Della Scienza, University of Torino, Torino, Italy
| | - Valentina Comunanza
- Department of Oncology, University of Torino, Torino, Italy; Candiolo Cancer Institute - FPO IRCCS, Candiolo, Department of Oncology, University of Torino, Candiolo, Italy
| | - Francesco Ardissone
- Thoracic Surgery Unit, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Enrico Ruffini
- Thoracic Surgery Unit, Department of Surgery, AOU Città della Salute e Della Scienza, University of Torino, Torino, Italy
| | - Federico Bussolino
- Department of Oncology, University of Torino, Torino, Italy; Candiolo Cancer Institute - FPO IRCCS, Candiolo, Department of Oncology, University of Torino, Candiolo, Italy
| | - Luisella Righi
- Department of Oncology, University of Torino, Torino, Italy; Pathology Unit, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Silvia Novello
- Department of Oncology, University of Torino, Torino, Italy; Thoracic Oncology Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino Regione Gonzole 10, Orbassano, Italy
| | - Massimo Di Maio
- Department of Oncology, University of Torino, Torino, Italy; Medical Oncology Division, Department of Oncology at AOU Ordine Mauriziano di Torino, Torino, Italy
| | - Mauro Papotti
- Department of Oncology, University of Torino, Torino, Italy; Pathology Unit, Department of Oncology at AOU Città della Salute e della Scienza, Torino, Italy
| | - Giorgio V Scagliotti
- Department of Oncology, University of Torino, Torino, Italy; Thoracic Oncology Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino Regione Gonzole 10, Orbassano, Italy
| | - Chiara Riganti
- Department of Oncology, University of Torino, Torino, Italy; Interdepartmental Center "G. Scansetti" for the Study of Asbestos and Other Toxic Particulates, University of Torino, Torino, Italy.
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Hu X, Yu Z. Diagnosis of mesothelioma with deep learning. Oncol Lett 2019; 17:1483-1490. [PMID: 30675203 PMCID: PMC6341823 DOI: 10.3892/ol.2018.9761] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Accepted: 10/03/2018] [Indexed: 12/14/2022] Open
Abstract
Malignant mesothelioma (MM) is a rare but aggressive cancer. The definitive diagnosis of MM is critical for effective treatment and has important medicolegal significance. However, the definitive diagnosis of MM is challenging due to its composite epithelial/mesenchymal pattern. The aim of the current study was to develop a deep learning method to automatically diagnose MM. A retrospective analysis of 324 participants with or without MM was performed. Significant features were selected using a genetic algorithm (GA) or a ReliefF algorithm performed in MATLAB software. Subsequently, the current study constructed and trained several models based on a backpropagation (BP) algorithm, extreme learning machine algorithm and stacked sparse autoencoder (SSAE) to diagnose MM. A confusion matrix, F-measure and a receiver operating characteristic (ROC) curve were used to evaluate the performance of each model. A total of 34 potential variables were analyzed, while the GA and ReliefF algorithms selected 19 and 5 effective features, respectively. The selected features were used as the inputs of the three models. SSAE and GA+SSAE demonstrated the highest performance in terms of classification accuracy, specificity, F-measure and the area under the ROC curve. Overall, the GA+SSAE model was the preferred model since it required a shorter CPU time and fewer variables. Therefore, the SSAE with GA feature selection was selected as the most accurate model for the diagnosis of MM. The deep learning methods developed based on the GA+SSAE model may assist physicians with the diagnosis of MM.
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Affiliation(s)
- Xue Hu
- Department of Blood Transfusion, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, P.R. China
| | - Zebo Yu
- Department of Blood Transfusion, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, P.R. China
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21
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Cova E, Pandolfi L, Colombo M, Frangipane V, Inghilleri S, Morosini M, Mrakic-Sposta S, Moretti S, Monti M, Pignochino Y, Benvenuti S, Prosperi D, Stella G, Morbini P, Meloni F. Pemetrexed-loaded nanoparticles targeted to malignant pleural mesothelioma cells: an in vitro study. Int J Nanomedicine 2019; 14:773-785. [PMID: 30774332 PMCID: PMC6361319 DOI: 10.2147/ijn.s186344] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
PURPOSE Malignant pleural mesothelioma (MPM) is an aggressive tumor characterized by poor prognosis. Its incidence is steadily increasing due to widespread asbestos exposure. There is still no effective therapy for MPM. Pemetrexed (Pe) is one of the few chemotherapeutic agents approved for advanced-stage disease, although the objective response to the drug is limited. The use of gold nanoparticles (GNPs) as a drug delivery system promises several advantages, including specific targeting of malignant cells, with increased intracellular drug accumulation and reduced systemic toxicity, and, in the case of MPM, direct treatment administration into the pleural space. This study aims at exploring CD146 as a potential MPM cell-specific target for engineered Pe-loaded GNPs and to assess their effectiveness in inhibiting MPM cell line growth. METHODS MPM cell lines and primary cultures obtained by pleural effusions from MPM patients were assayed for CD146 expression by flow cytometry. Internalization by MPM cell lines of fluorescent dye-marked GNPs decorated with a monoclonal anti CD146 coated GNPs (GNP-HC) was proven by confocal microscopy. The effects of anti CD146 coated GNPs loaded with Pe (GNP-HCPe) on MPM cell lines were evaluated by cell cycle (flow cytometry), viability (MTT test), clonogenic capacity (soft agar assay), ROS production (electric paramagnetic resonance), motility (wound healing assay), and apoptosis (flow cytometry). RESULTS GNP-HC were selectively uptaken by MPM cells within 1 hour. MPM cell lines were blocked in the S cell cycle phase in the presence of GNP-HCPe. Both cell viability and motility were significantly affected by nanoparticle treatment compared to Pe. Apoptotic rate and ROS production were significantly higher in the presence of nanoparticles. Clonogenic capacity was completely inhibited following nanoparticle internalization. CONCLUSION GNP-HCPe treatment displays in vitro antineoplastic action and is more effective than Pe alone in inhibiting MPM cell line malignant phenotype. The innovative use of specifically targeted GNPs opens the perspective of local intrapleural administration to avoid normal cell toxicity and enhance chemotherapy efficacy.
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Affiliation(s)
- Emanuela Cova
- Clinic of Lung Diseases, IRCCS Foundation Policlinico San Matteo, Pavia, Italy,
| | - Laura Pandolfi
- Clinic of Lung Diseases, IRCCS Foundation Policlinico San Matteo, Pavia, Italy,
| | - Miriam Colombo
- Deparment of Biotechnology and Bioscience, University of Milano - Bicocca, Milan, Italy,
| | - Vanessa Frangipane
- Clinic of Lung Diseases, IRCCS Foundation Policlinico San Matteo, Pavia, Italy,
| | - Simona Inghilleri
- Clinic of Lung Diseases, IRCCS Foundation Policlinico San Matteo, Pavia, Italy,
| | - Monica Morosini
- Clinic of Lung Diseases, IRCCS Foundation Policlinico San Matteo, Pavia, Italy,
| | - Simona Mrakic-Sposta
- National Council of Research, Institute of Bioimaging and Molecular Physiology, Segrate, Milan, Italy
| | - Sarah Moretti
- National Council of Research, Institute of Bioimaging and Molecular Physiology, Segrate, Milan, Italy
| | - Manuela Monti
- Laboratory of Biotechnology, Research Center of Rigenerative Medicine, IRCCS Foundation Policlinico San Matteo, Pavia, Italy
| | - Ymera Pignochino
- Experimental Clinical Molecular Oncology, IRCCS Candiolo Cancer Institute-FPO, Candiolo, Turin, Italy
| | - Silvia Benvenuti
- Experimental Clinical Molecular Oncology, IRCCS Candiolo Cancer Institute-FPO, Candiolo, Turin, Italy
| | - Davide Prosperi
- Deparment of Biotechnology and Bioscience, University of Milano - Bicocca, Milan, Italy,
- Laboratory of Nanomedicine, Clinical Institute of Maugeri, S.p.A., Pavia, Italy
| | - Giulia Stella
- Clinic of Lung Diseases, IRCCS Foundation Policlinico San Matteo, Pavia, Italy,
| | - Patrizia Morbini
- Department of Molecular Medicine, Pathology Unit, IRCCS Foundation Policlinico San Matteo, Pavia, Italy
| | - Federica Meloni
- Department of Internal Medicine, Pneumology Unit, University of Pavia, Pavia, Italy
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22
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Merlo DF, Bruzzone M, Bruzzi P, Garrone E, Puntoni R, Maiorana L, Ceppi M. Mortality among workers exposed to asbestos at the shipyard of Genoa, Italy: a 55 years follow-up. Environ Health 2018; 17:94. [PMID: 30594195 PMCID: PMC6310930 DOI: 10.1186/s12940-018-0439-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Accepted: 12/05/2018] [Indexed: 06/09/2023]
Abstract
BACKGROUND Exposure to asbestos remains a global issue due to its massive use in the twentieth century and its long environmental persistence. Exposure to asbestos still occurs during dismantling of ships and vessels, buildings renovation, mining operations, and is reported in developing countries. Current estimate report exposure of hundreds of million people in occupational settings in countries where its use remains unregulated. METHODS We conducted a historical prospective cohort mortality study aimed at estimating mortality from specific causes, the temporal changes of pleural and lung cancer mortality, and the attributable fraction (AF) of lung cancer deaths following asbestos exposure. The study included 3984 shipyard workers employed at the shipyard of Genoa, Italy, between 1960 and 1981 and followed up to December 2014. Standardized Mortality Ratios (SMR) and their 95% confidence intervals (95%CI) were computed. RESULTS Overall deaths recorded were 3331 (83.6%). Excess mortality was observed for all cancers (SMR = 127, 95%CI:120-134), pleural mesothelioma (575, 469-697), cancers of the larynx (183, 134-244) and of the lung (154, 139-170), and for respiratory tract diseases (127, 114-141), including asbestosis (2277, 1525-3270). Ninety out of 399 deaths (22.6%) from lung cancer were attributed to asbestos exposure. The estimated lung cancer AF was 49.3% in workers with the highest SMR for pleural cancer. Median latency times for pleural and lung cancer were 42.8 years (minimum latency: 9.3 years) and 38.7 years (minimum latency: 6 years). The peak of mesothelioma incidence, expected in Italy in the period 2015-2024, was confirmed. CONCLUSIONS The long follow-up period of our study allowed the detection of a substantial disease burden following asbestos exposure. These findings support the urgent need for the prevention of asbestos related diseases through the implementation of asbestos ban worldwide, including those countries where asbestos is still mined, manufactured and used.
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Affiliation(s)
- Domenico Franco Merlo
- Research and Statistics Infrastructure, Azienda Unità Sanitaria Locale - IRCCS di Reggio Emilia, Institute for Advanced Technologies and Health Care Models in Oncology, Reggio Emilia, Italy.
| | - Marco Bruzzone
- Clinical Epidemiology, Ospedale Policlinico San Martino-IRCCS, Istituto di Ricovero e Cura a Carattere Scientifico per l'Oncologia, Genoa, Italy
| | - Paolo Bruzzi
- Clinical Epidemiology, Ospedale Policlinico San Martino-IRCCS, Istituto di Ricovero e Cura a Carattere Scientifico per l'Oncologia, Genoa, Italy
| | - Elsa Garrone
- Clinical Epidemiology, Ospedale Policlinico San Martino-IRCCS, Istituto di Ricovero e Cura a Carattere Scientifico per l'Oncologia, Genoa, Italy
| | - Riccardo Puntoni
- Environmental Epidemiology, Ospedale Policlinico San Martino-IRCCS, Istituto di Ricovero e Cura a Carattere Scientifico per l'Oncologia, Genoa, Italy
| | - Lucia Maiorana
- Clinical Epidemiology, Ospedale Policlinico San Martino-IRCCS, Istituto di Ricovero e Cura a Carattere Scientifico per l'Oncologia, Genoa, Italy
| | - Marcello Ceppi
- Clinical Epidemiology, Ospedale Policlinico San Martino-IRCCS, Istituto di Ricovero e Cura a Carattere Scientifico per l'Oncologia, Genoa, Italy
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23
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Dynamic contrast-enhanced CT for the assessment of tumour response in malignant pleural mesothelioma: a pilot study. Eur Radiol 2018; 29:682-688. [DOI: 10.1007/s00330-018-5533-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2018] [Revised: 04/25/2018] [Accepted: 05/11/2018] [Indexed: 10/28/2022]
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24
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Schunselaar LM, Monkhorst K, van der Noort V, Wijdeven R, Peters D, Zwart W, Neefjes J, Baas P. Trophoblast Glycoprotein is Associated With a Favorable Outcome for Mesothelioma and a Target for Antibody Drug Conjugates. J Thorac Oncol 2018; 13:1577-1587. [PMID: 29959059 DOI: 10.1016/j.jtho.2018.06.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2018] [Revised: 06/01/2018] [Accepted: 06/15/2018] [Indexed: 10/28/2022]
Abstract
INTRODUCTION The prognosis for patients with mesothelioma is poor, which prompts the need for the development of better treatment options. Antibody drug conjugates (ADCs) are gaining interest as a therapeutic strategy in mesothelioma. Trophoblast glycoprotein (5T4) is an oncofetal protein overexpressed in mesothelioma with low expression in normal tissue and therefore a good candidate for ADC treatment. Here, we evaluated and manipulated 5T4 as a suitable antigen for ADC targeted therapy in patients with mesothelioma. METHODS Expression of the 5T4 antigen is evaluated in (primary) mesothelioma cell lines and biopsy specimens, and correlated with clinical outcome. Internalization was assessed in 5T4 expressing cells. The cytotoxicity of three different 5T4-targeting ADCs was tested on (primary) mesothelioma cells. RESULTS 5T4 was expressed in 10 of 12 (primary) cell lines. Most biopsy specimens stained positive for the 5T4 antigen, with marked differences in staining intensity and percentage of positive cells. High expression correlated with long progression-free survival. Both free antibody and ADCs targeting 5T4 were internalized and entered lysosomal compartments. Cytotoxicity experiments showed that cell lines with a high expression for 5T4 were sensitive to two of three ADCs. Lack of efficacy for the third ADC could be restored by neutralizing lysosomal compartments with chloroquine. CONCLUSIONS The 5T4 antigen is expressed in mesothelioma and 5T4-based ADCs are internalized in lysosomes. Two of three ADCs were capable of killing the mesothelioma cells; the third ADC required additional lysosomal neutralization for its effect. 5T4-based ADCs would be a selective strategy for the treatment of mesothelioma.
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Affiliation(s)
- Laurel M Schunselaar
- Division of Oncogenomics, Oncode Institute within Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Kim Monkhorst
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | - Ruud Wijdeven
- Department of Cell and Chemical Biology, Oncode Institute within Leiden University Medical Center, Leiden, The Netherlands
| | - Dennis Peters
- Core Facility Molecular Pathology & Biobanking, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Wilbert Zwart
- Division of Oncogenomics, Oncode Institute within Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Jacques Neefjes
- Department of Cell and Chemical Biology, Oncode Institute within Leiden University Medical Center, Leiden, The Netherlands
| | - Paul Baas
- Department of Thoracic Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands.
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25
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Tartarone A, Lerose R, Aieta M. Is there a role for immunotherapy in malignant pleural mesothelioma? Med Oncol 2018; 35:98. [DOI: 10.1007/s12032-018-1156-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Accepted: 05/18/2018] [Indexed: 10/16/2022]
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Singh AS, Heery R, Gray SG. In Silico and In Vitro Analyses of LncRNAs as Potential Regulators in the Transition from the Epithelioid to Sarcomatoid Histotype of Malignant Pleural Mesothelioma (MPM). Int J Mol Sci 2018; 19:ijms19051297. [PMID: 29701689 PMCID: PMC5983793 DOI: 10.3390/ijms19051297] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Revised: 04/23/2018] [Accepted: 04/24/2018] [Indexed: 02/06/2023] Open
Abstract
Malignant pleural mesothelioma (MPM) is a rare malignancy, with extremely poor survival rates. At present, treatment options are limited, with no second line chemotherapy for those who fail first line therapy. Extensive efforts are ongoing in a bid to characterise the underlying molecular mechanisms of mesothelioma. Recent research has determined that between 70–90% of our genome is transcribed. As only 2% of our genome is protein coding, the roles of the remaining proportion of non-coding RNA in biological processes has many applications, including roles in carcinogenesis and epithelial–mesenchymal transition (EMT), a process thought to play important roles in MPM pathogenesis. Non-coding RNAs can be separated loosely into two subtypes, short non-coding RNAs (<200 nucleotides) or long (>200 nucleotides). A significant body of evidence has emerged for the roles of short non-coding RNAs in MPM. Less is known about the roles of long non-coding RNAs (lncRNAs) in this disease setting. LncRNAs have been shown to play diverse roles in EMT, and it has been suggested that EMT may play a role in the aggressiveness of MPM histological subsets. In this report, using both in vitro analyses on mesothelioma patient material and in silico analyses of existing RNA datasets, we posit that various lncRNAs may play important roles in EMT within MPM, and we review the current literature regarding these lncRNAs with respect to both EMT and MPM.
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Affiliation(s)
- Anand S Singh
- Thoracic Oncology Research Group, Trinity Translational Medical Institute, St. James's Hospital, Dublin D08 W9RT, Ireland.
- MSc in Translational Oncology Program, Trinity College Dublin, Dublin 2, Ireland.
| | - Richard Heery
- Thoracic Oncology Research Group, Trinity Translational Medical Institute, St. James's Hospital, Dublin D08 W9RT, Ireland.
- MSc in Translational Oncology Program, Trinity College Dublin, Dublin 2, Ireland.
| | - Steven G Gray
- Thoracic Oncology Research Group, Trinity Translational Medical Institute, St. James's Hospital, Dublin D08 W9RT, Ireland.
- HOPE Directorate, St. James's Hospital, Dublin 8, Ireland.
- Department of Clinical Medicine, Trinity College Dublin, Dublin 8, Ireland.
- Labmed Directorate, St. James's Hospital, Dublin 8, Ireland.
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Nicolè L, Cappellesso R, Sanavia T, Guzzardo V, Fassina A. MiR-21 over-expression and Programmed Cell Death 4 down-regulation features malignant pleural mesothelioma. Oncotarget 2018; 9:17300-17308. [PMID: 29707109 PMCID: PMC5915117 DOI: 10.18632/oncotarget.24644] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2018] [Accepted: 02/27/2018] [Indexed: 12/26/2022] Open
Abstract
Background Differential diagnosis between malignant pleural mesothelioma (MPM) and benign mesothelial conditions is still challenging and there is a lack of useful markers. Programmed cell death 4 (PDCD4) is a well-known tumor suppressor gene in several cancers, its post-transcriptional activity is directly controlled by miR-21, whose over-expression has been recently reported in MPM compared to normal mesothelium. Aim of this study was to test this suppressor gene as a possible new marker of malignant transformation in mesothelial cells, as well as a new prognostic marker. Methods PDCD4 nuclear expression was assessed by immunohistochemistry (IHC) in 40 non-neoplastic pleural (NNP) and 40 MPM formalin-fixed and paraffin-embedded specimens. PDCD4 and miR-21 expressions were analyzed by qRT-PCR in all cases. In situ hybridization (ISH) of miR-21 was performed in 5 representative cases of both groups. The prognostic relevance of PDCD4 was assessed in a public available gene expression dataset. Results IHC showed that PDCD4 nuclear expression was significantly lower in MPM than in NNP. PDCD4 was down-regulated, whereas miR-21 was over-expressed in MPM cases compared to NNP ones. ISH detected miR-21 only in MPM specimens. Down-expression of PDCD4 was found significantly associated with short overall survival in publicly available data. Conclusions These findings highlighted a switch between PDCD4 and miR-21 expression in MPM. Further studies should assess the diagnostic reliability of these two markers for MPM in biopsy and effusion specimens.
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Affiliation(s)
- Lorenzo Nicolè
- Department of Medicine, Surgical Pathology & Cytopathology Unit, University of Padova, Padova, Italy
| | - Rocco Cappellesso
- Department of Medicine, Surgical Pathology & Cytopathology Unit, University of Padova, Padova, Italy
| | - Tiziana Sanavia
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Vincenza Guzzardo
- Department of Medicine, Surgical Pathology & Cytopathology Unit, University of Padova, Padova, Italy
| | - Ambrogio Fassina
- Department of Medicine, Surgical Pathology & Cytopathology Unit, University of Padova, Padova, Italy
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Kopecka J, Salaroglio IC, Righi L, Libener R, Orecchia S, Grosso F, Milosevic V, Ananthanarayanan P, Ricci L, Capelletto E, Pradotto M, Napoli F, Di Maio M, Novello S, Rubinstein M, Scagliotti GV, Riganti C. Loss of C/EBP-β LIP drives cisplatin resistance in malignant pleural mesothelioma. Lung Cancer 2018; 120:34-45. [PMID: 29748013 DOI: 10.1016/j.lungcan.2018.03.022] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Revised: 03/13/2018] [Accepted: 03/22/2018] [Indexed: 12/22/2022]
Abstract
OBJECTIVES Cisplatin-based chemotherapy is moderately active in malignant pleural mesothelioma (MPM) due to intrinsic drug resistance and to low immunogenicity of MPM cells. CAAT/enhancer binding protein (C/EBP)-β LIP is a pro-apoptotic and chemosensitizing transcription factor activated in response to endoplasmic reticulum (ER) stress. MATERIALS AND METHODS We investigated if LIP levels can predict the clinical response to cisplatin and survival of MPM patients receiving cisplatin-based chemotherapy. We studied the LIP-dependent mechanisms determining cisplatin-resistance and we identified pharmacological approaches targeting LIP, able to restore cisplatin sensitiveness, in patient-derived MPM cells and animal models. Results were analyzed by a one-way analysis of variance test. RESULTS We found that LIP was degraded by constitutive ubiquitination in primary MPM cells derived from patients poorly responsive to cisplatin. LIP ubiquitination was directly correlated with cisplatin chemosensitivity and was associated with patients' survival after chemotherapy. Overexpression of LIP restored cisplatin's pro-apoptotic effect by activating CHOP/TRB3/caspase 3 axis and up-regulating calreticulin, that triggered MPM cell phagocytosis by dendritic cells and expanded autologous anti-tumor CD8+CD107+T-cytotoxic lymphocytes. Proteasome inhibitor carfilzomib and lysosome inhibitor chloroquine prevented LIP degradation. The triple combination of carfilzomib, chloroquine and cisplatin increased ER stress-triggered apoptosis and immunogenic cell death in patients' samples, and reduced tumor growth in cisplatin-resistant MPM preclinical models. CONCLUSION The loss of LIP mediates cisplatin resistance, rendering LIP a possible predictor of cisplatin response in MPM patients. The association of proteasome and lysosome inhibitors reverses cisplatin resistance by restoring LIP levels and may represent a new adjuvant strategy in MPM treatment.
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Affiliation(s)
- Joanna Kopecka
- Department of Oncology, University of Torino, via Santena 5/bis, 10126, Torino, Italy.
| | - Iris C Salaroglio
- Department of Oncology, University of Torino, via Santena 5/bis, 10126, Torino, Italy.
| | - Luisella Righi
- Pathology Unit, Department of Oncology at San Luigi Hospital, University of Torino, Regione Gonzole 10, 10043, Orbassano, Italy.
| | - Roberta Libener
- Pathology Division, S. Antonio and Biagio Hospital, Spalto Marengo, 15121, Alessandria, Italy.
| | - Sara Orecchia
- Pathology Division, S. Antonio and Biagio Hospital, Spalto Marengo, 15121, Alessandria, Italy.
| | - Federica Grosso
- Oncology Division, S. Antonio and Biagio Hospital, Spalto Marengo, 15121, Alessandria, Italy.
| | - Vladan Milosevic
- Department of Oncology, University of Torino, via Santena 5/bis, 10126, Torino, Italy.
| | | | - Luisa Ricci
- Department of Oncology, University of Torino, via Santena 5/bis, 10126, Torino, Italy.
| | - Enrica Capelletto
- Thoracic Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, Regione Gonzole 10, University of Torino, Orbassano, Italy.
| | - Monica Pradotto
- Thoracic Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, Regione Gonzole 10, University of Torino, Orbassano, Italy.
| | - Francesca Napoli
- Pathology Unit, Department of Oncology at San Luigi Hospital, University of Torino, Regione Gonzole 10, 10043, Orbassano, Italy.
| | - Massimo Di Maio
- Medical Oncology Division, Department of Oncology at Mauriziano Hospital, Largo Filippo Turati 62, 10128, University of Torino, Italy.
| | - Silvia Novello
- Thoracic Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, Regione Gonzole 10, University of Torino, Orbassano, Italy.
| | - Menachem Rubinstein
- Department of Molecular Genetics, The Weizmann Institute of Science, Herzl Street 234, 76100, Rehovot, Israel.
| | - Giorgio V Scagliotti
- Thoracic Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, Regione Gonzole 10, University of Torino, Orbassano, Italy.
| | - Chiara Riganti
- Department of Oncology, University of Torino, via Santena 5/bis, 10126, Torino, Italy.
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Amoroso F, Salaro E, Falzoni S, Chiozzi P, Giuliani AL, Cavallesco G, Maniscalco P, Puozzo A, Bononi I, Martini F, Tognon M, Di Virgilio F. P2X7 targeting inhibits growth of human mesothelioma. Oncotarget 2018; 7:49664-49676. [PMID: 27391069 PMCID: PMC5226537 DOI: 10.18632/oncotarget.10430] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Accepted: 06/26/2016] [Indexed: 12/11/2022] Open
Abstract
Malignant pleural mesothelioma (MPM) is an aggressive tumor refractory to anti-blastic therapy. MPM cells show several genetic and biochemical defects, e.g. overexpression of oncogenes, downregulation of onco-suppressor genes, dysregulation of microRNA, or alteration of intracellular Ca2+ homeostasis and of apoptosis. No information is as yet available on purinergic signalling in this tumor. Signalling via the P2×7 (P2RX7 or P2×7R) purinergic receptor is attracting increasing attention as a pathway involved in cancer cell death or proliferation. In this report we show that the P2×7R is expressed by three MPM cell lines established from MPM patients but not by mesothelial cells from healthy subjects (healthy mesothelial cells, HMCs). MPM cell proliferation was inhibited by in vitro incubation in the presence of selective P2×7R antagonists, as well as by stimulation with the P2×7R agonist BzATP. Systemic administration of the selective P2×7R blocker AZ10606120 inhibited in vivo growth of MPM tumors whether implanted subcutaneously (s.c.) or intraperitoneally (i.p.). Our findings suggest that the P2×7R might be a novel target for the therapy of mesothelioma.
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Affiliation(s)
- Francesca Amoroso
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Erica Salaro
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Simonetta Falzoni
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Paola Chiozzi
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Anna Lisa Giuliani
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Giorgio Cavallesco
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Pio Maniscalco
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Andrea Puozzo
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Ilaria Bononi
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Fernanda Martini
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Mauro Tognon
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Francesco Di Virgilio
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
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Content validity and electronic PRO (ePRO) usability of the Lung Cancer Symptom Scale-Mesothelioma (LCSS-Meso) in mesothelioma patients. Support Care Cancer 2018; 26:2229-2238. [DOI: 10.1007/s00520-018-4061-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 01/22/2018] [Indexed: 12/21/2022]
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Riganti C, Lingua MF, Salaroglio IC, Falcomatà C, Righi L, Morena D, Picca F, Oddo D, Kopecka J, Pradotto M, Libener R, Orecchia S, Bironzo P, Comunanza V, Bussolino F, Novello S, Scagliotti GV, Di Nicolantonio F, Taulli R. Bromodomain inhibition exerts its therapeutic potential in malignant pleural mesothelioma by promoting immunogenic cell death and changing the tumor immune-environment. Oncoimmunology 2017; 7:e1398874. [PMID: 29399399 DOI: 10.1080/2162402x.2017.1398874] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Revised: 10/23/2017] [Accepted: 10/24/2017] [Indexed: 12/28/2022] Open
Abstract
Systemic treatment of malignant pleural mesothelioma (MPM) is moderately active for the intrinsic pharmacological resistance of MPM cell and its ability to induce an immune suppressive environment. Here we showed that the expression of bromodomain (BRD) proteins BRD2, BRD4 and BRD9 was significantly higher in human primary MPM cells compared to normal mesothelial cells (HMC). Nanomolar concentrations of bromodomain inhibitors (BBIs) JQ1 or OTX015 impaired patient-derived MPM cell proliferation and induced cell-cycle arrest without affecting apoptosis. Importantly, BBIs primed MPM cells for immunogenic cell death, by increasing extracellular release of ATP and HMGB1, and by promoting membrane exposure of calreticulin and ERp57. Accordingly, BBIs activated dendritic cell (DC)-mediated phagocytosis and expansion of CD8+ T-lymphocyte clones endorsed with antitumor cytotoxic activity. BBIs reduced the expression of the immune checkpoint ligand PD-L1 in MPM cells; while both CD8+ and CD4+ T-lymphocytes co-cultured with JQ1-treated MPM cells decreased PD-1 expression, suggesting a disruption of the immune-suppressive PD-L1/PD-1 axis. Additionally, BBIs reduced the expansion of myeloid-derived suppressor cells (MDSC) induced by MPM cells. Finally, a preclinical model of MPM confirmed that the anti-tumor efficacy of JQ1 was largely due to its ability to restore an immune-active environment, by increasing intra-tumor DC and CD8+ T-lymphocytes, and decreasing MDSC. Thereby, we propose that, among novel drugs, BBIs should be investigated for MPM treatment for their combined activity on both tumor cells and surrounding immune-environment.
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Affiliation(s)
- Chiara Riganti
- Department of Oncology, University of Torino, Torino, Italy
| | | | | | - Chiara Falcomatà
- Department of Oncology, University of Torino, Torino, Italy.,Candiolo Cancer Institute - FPO, IRCCS, Candiolo, Italy
| | - Luisella Righi
- Pathology Unit, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Deborah Morena
- Department of Oncology, University of Torino, Torino, Italy
| | | | - Daniele Oddo
- Department of Oncology, University of Torino, Torino, Italy.,Candiolo Cancer Institute - FPO, IRCCS, Candiolo, Italy
| | - Joanna Kopecka
- Department of Oncology, University of Torino, Torino, Italy
| | - Monica Pradotto
- Thoracic Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Roberta Libener
- Pathology Division, S. Antonio and Biagio Hospital, Alessandria, Italy
| | - Sara Orecchia
- Pathology Division, S. Antonio and Biagio Hospital, Alessandria, Italy
| | - Paolo Bironzo
- Thoracic Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Valentina Comunanza
- Department of Oncology, University of Torino, Torino, Italy.,Candiolo Cancer Institute - FPO, IRCCS, Candiolo, Italy
| | - Federico Bussolino
- Department of Oncology, University of Torino, Torino, Italy.,Candiolo Cancer Institute - FPO, IRCCS, Candiolo, Italy
| | - Silvia Novello
- Thoracic Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Giorgio Vittorio Scagliotti
- Thoracic Unit and Medical Oncology Division, Department of Oncology at San Luigi Hospital, University of Torino, Orbassano, Italy
| | - Federica Di Nicolantonio
- Department of Oncology, University of Torino, Torino, Italy.,Candiolo Cancer Institute - FPO, IRCCS, Candiolo, Italy
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Schunselaar LM, Quispel-Janssen JMMF, Kim Y, Alifrangis C, Zwart W, Baas P, Neefjes J. Chemical Profiling of Primary Mesothelioma Cultures Defines Subtypes with Different Expression Profiles and Clinical Responses. Clin Cancer Res 2017; 24:1761-1770. [PMID: 29066506 DOI: 10.1158/1078-0432.ccr-17-1345] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2017] [Revised: 08/25/2017] [Accepted: 10/19/2017] [Indexed: 11/16/2022]
Abstract
Purpose: Finding new treatment options for patients with malignant pleural mesothelioma is challenging due to the rarity and heterogeneity of this cancer type. The absence of druggable targets further complicates the development of new therapies. Current treatment options are therefore limited, and prognosis remains poor.Experimental Design: We performed drug screening on primary mesothelioma cultures to guide treatment decisions of corresponding patients that were progressive after first- or second-line treatment.Results: We observed a high concordance between in vitro results and clinical outcomes. We defined three subgroups responding differently to the anticancer drugs tested. In addition, gene expression profiling yielded distinct signatures that segregated the differently responding subgroups. These genes signatures involved various pathways, most prominently the fibroblast growth factor pathway.Conclusions: Our primary mesothelioma culture system has proved to be suitable to test novel drugs. Chemical profiling of primary mesothelioma cultures allows personalizing treatment for a group of patients with a rare tumor type where clinical trials are notoriously difficult. This personalized treatment strategy is expected to improve the poor prospects of patients with mesothelioma. Clin Cancer Res; 24(7); 1761-70. ©2017 AACRSee related commentary by John and Chia, p. 1513.
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Affiliation(s)
- Laurel M Schunselaar
- Division of Oncogenomics, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | | | - Yongsoo Kim
- Division of Oncogenomics, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | | | - Wilbert Zwart
- Division of Oncogenomics, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Paul Baas
- Department of Thoracic Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands.
| | - Jacques Neefjes
- Department of Chemical Immunology, Leiden University Medical Center, Leiden, the Netherlands
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Sobhani N, Corona SP, Bonazza D, Ianza A, Pivetta T, Roviello G, Cortale M, Guglielmi A, Zanconati F, Generali D. Advances in systemic therapy for malignant mesothelioma: future perspectives. Future Oncol 2017; 13:2083-2101. [PMID: 28984470 DOI: 10.2217/fon-2017-0224] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2017] [Accepted: 06/29/2017] [Indexed: 11/21/2022] Open
Abstract
Malignant mesothelioma is a rare and aggressive form of cancer affecting the mesothelium. This mainly occupational disease is becoming more common in those countries where asbestos has been used for industrial applications. Notwithstanding the progress made in the field, patients do not survive more than 12 months on average with standard treatment. With the advent of next generation sequencing, it is now possible to study the mutational landscape of each tumor with the aim of identifying the genetic aberrations driving tumorigenesis. This review encompasses the latest research in the field, with particular attention to new chemotherapy combinatorial regimens, molecular targets and immunotherapies, providing a comprehensive picture of the current and future treatment options for malignant mesothelioma patients.
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Affiliation(s)
- Navid Sobhani
- Department of Medical, Surgical, & Health Sciences, University of Trieste, Piazza Ospitale 1 34129 Trieste, Italy
- Department of Medical, Surgical, & Health Sciences, Teaching Hospital of Cattinara, University of Trieste, Via Fiume 447, 34129 Trieste, Italy
| | - Silvia Paola Corona
- Department of Radiation Oncology, Peter MacCallum Cancer Center, Moorabbin Campus, 823-865 Centre Rd, Bentleigh East VIC 3165, Australia
| | - Deborah Bonazza
- Department of Medical, Surgical, & Health Sciences, Teaching Hospital of Cattinara, University of Trieste, Via Fiume 447, 34129 Trieste, Italy
| | - Anna Ianza
- Department of Medical, Surgical, & Health Sciences, University of Trieste, Piazza Ospitale 1 34129 Trieste, Italy
| | - Tania Pivetta
- Department of Medical, Surgical, & Health Sciences, Teaching Hospital of Cattinara, University of Trieste, Via Fiume 447, 34129 Trieste, Italy
| | | | - Maurizio Cortale
- Department of Medical, Surgical, & Health Sciences, Teaching Hospital of Cattinara, University of Trieste, Via Fiume 447, 34129 Trieste, Italy
| | - Alessandra Guglielmi
- Department of Medical, Surgical, & Health Sciences, University of Trieste, Piazza Ospitale 1 34129 Trieste, Italy
| | - Fabrizio Zanconati
- Department of Medical, Surgical, & Health Sciences, Teaching Hospital of Cattinara, University of Trieste, Via Fiume 447, 34129 Trieste, Italy
| | - Daniele Generali
- Department of Medical, Surgical, & Health Sciences, University of Trieste, Piazza Ospitale 1 34129 Trieste, Italy
- Breast Cancer Unit, ASST Cremona, Viale Concordia 1, 26100, Cremona, Italy
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Aigner KR, Selak E, Gailhofer S. Isolated thoracic perfusion with chemofiltration for progressive malignant pleural mesothelioma. Onco Targets Ther 2017; 10:3049-3057. [PMID: 28790839 PMCID: PMC5488785 DOI: 10.2147/ott.s134126] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Introduction Therapy of malignant pleural mesothelioma and especially the adequate role of surgery in this context remain the subject of controversial discussions. Radical surgery in particular, which is associated with substantial morbidity, failed to translate into a definite survival advantage. We report on interim results of an ongoing Phase II study of regional chemotherapy in terms of isolated thoracic perfusion with chemofiltration (ITP-F). Patients and methods Twenty-eight patients (25 male, 3 female, mean age 63.4 years) with advanced pleural mesothelioma were included in this study. Isolation of the chest was achieved by insertion of a venous and arterial stop-flow balloon catheter via a femoral access. The aorta and inferior vena cava were blocked at the level of the diaphragm and the upper arms were blocked by pneumatic cuffs. Chemotherapy, consisting of 60 mg/m2 cisplatin and 15 mg/m2 mitoxantrone, was administered directly into the aorta. The isolated circuit was maintained for 15 minutes followed bŷ45 minutes of chemofiltration with a hemoprocessor until 5 L of filtrate were reached. The endpoints of the study were overall survival and quality of life (QoL). Results Out of 28 patients enrolled in the study, 5 had prior surgeries, 10 patients had systemic chemotherapy, and 5 patients additional irradiation. In all patients in restaging, clinical progress was noted. In all, 162 cycles were administered. Due to chemofiltration, toxicity was within tolerable limits, revealing World Health Organization grade I leucopenia and thrombocytopenia in 9 patients and mucositis grade I in 6 patients. The major surgical complication was inguinal lymphatic fistula in 40% of the cases. Gastrointestinal toxicity and/or neurotoxicity were never observed. One-year survival was 49%, 2-year and 3-year survival was 31%, and 5-year survival was 18%. Median overall survival was 12 months and progression-free survival 9 months. Conclusion ITP-F for patients with advanced pleural mesothelioma, progressive after standard therapies, is an effective and well-tolerated treatment modality, offering comparably long survival data at a good QoL.
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Affiliation(s)
| | - Emir Selak
- Department of Surgical Oncology, Medias Klinikum, Burghausen, Germany
| | - Sabine Gailhofer
- Department of Surgical Oncology, Medias Klinikum, Burghausen, Germany
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Bakker E, Guazzelli A, Ashtiani F, Demonacos C, Krstic-Demonacos M, Mutti L. Immunotherapy advances for mesothelioma treatment. Expert Rev Anticancer Ther 2017; 17:799-814. [PMID: 28724330 DOI: 10.1080/14737140.2017.1358091] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
INTRODUCTION Mesothelioma is a rare type of cancer that is strongly tied to asbestos exposure. Despite application of different modalities such as chemotherapy, radiotherapy and surgery, patient prognosis remains very poor and therapies are ineffective. Much research currently focuses on the application of novel approaches such as immunotherapy towards this disease. Areas covered: The types, stages and aetiology of mesothelioma are detailed, followed by a discussion of the current treatment options such as radiotherapy, surgery, and chemotherapy. A description of innate and adaptive immunity and the principles and justification of immunotherapy is also included. Clinical trials for different immunotherapeutic modalities are described, and lastly the article closes with an expert commentary and five-year view, the former of which is summarised below. Expert commentary: Current efforts for novel mesothelioma therapies have been limited by attempting to apply treatments from other cancers, an approach which is not based on a solid understanding of mesothelioma biology. In our view, the influence of the hostile, hypoxic microenvironment and the gene expression and metabolic changes that resultantly occur should be characterised to improve therapies. Lastly, clinical trials should focus on overall survival rather than surrogate endpoints to avoid bias and inaccurate reflections of treatment effects.
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Affiliation(s)
- Emyr Bakker
- a Biomedical Research Centre, School of Environment and Life Sciences , University of Salford , Salford , UK
| | - Alice Guazzelli
- a Biomedical Research Centre, School of Environment and Life Sciences , University of Salford , Salford , UK
| | - Firozeh Ashtiani
- a Biomedical Research Centre, School of Environment and Life Sciences , University of Salford , Salford , UK
| | - Constantinos Demonacos
- b Faculty of Biology, Medicine and Health, School of Health Sciences, Division of Pharmacy & Optometry , University of Manchester , Manchester , UK
| | - Marija Krstic-Demonacos
- a Biomedical Research Centre, School of Environment and Life Sciences , University of Salford , Salford , UK
| | - Luciano Mutti
- a Biomedical Research Centre, School of Environment and Life Sciences , University of Salford , Salford , UK
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Mancuso MR, Neal JW. Novel systemic therapy against malignant pleural mesothelioma. Transl Lung Cancer Res 2017; 6:295-314. [PMID: 28713675 PMCID: PMC5504105 DOI: 10.21037/tlcr.2017.06.01] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Accepted: 04/28/2017] [Indexed: 12/14/2022]
Abstract
Malignant pleural mesothelioma is an aggressive tumor of the pleura with an overall poor prognosis. Even with surgical resection, for which only a subset of patients are eligible, long term disease free survival is rare. Standard first-line systemic treatment consists of a platinum analog, an anti-metabolite, and sometimes anti-angiogenic therapy, but there is currently no well-established standard therapy for refractory or relapsed disease. This review focuses on efforts to develop improved systemic therapy for the treatment of malignant pleural mesothelioma (MPM) including cytotoxic systemic therapy, a variety of tyrosine kinase inhibitors and their downstream effector pathways, pharmacologic targeting of the epigenome, novel approaches to target proteins expressed on mesothelioma cells (such as mesothelin), arginine depletion therapy, and the emerging role of immunotherapy. Overall, these studies demonstrate the challenges of improving systemic therapy for MPM and highlight the need to develop therapeutic strategies to control this disease.
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Affiliation(s)
- Michael R Mancuso
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Joel W Neal
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
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Bakker E, Guazzelli A, Krstic-Demonacos M, Lisanti M, Sotgia F, Mutti L. Current and prospective pharmacotherapies for the treatment of pleural mesothelioma. Expert Opin Orphan Drugs 2017. [DOI: 10.1080/21678707.2017.1325358] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Affiliation(s)
- Emyr Bakker
- Biomedical Research Centre, School of Environment and Life Sciences, University of Salford, Salford, UK
| | - Alice Guazzelli
- Biomedical Research Centre, School of Environment and Life Sciences, University of Salford, Salford, UK
| | - Marija Krstic-Demonacos
- Biomedical Research Centre, School of Environment and Life Sciences, University of Salford, Salford, UK
| | - Michael Lisanti
- Biomedical Research Centre, School of Environment and Life Sciences, University of Salford, Salford, UK
| | - Federica Sotgia
- Biomedical Research Centre, School of Environment and Life Sciences, University of Salford, Salford, UK
| | - Luciano Mutti
- Biomedical Research Centre, School of Environment and Life Sciences, University of Salford, Salford, UK
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Cortes-Dericks L, Schmid RA. CD44 and its ligand hyaluronan as potential biomarkers in malignant pleural mesothelioma: evidence and perspectives. Respir Res 2017; 18:58. [PMID: 28403901 PMCID: PMC5389171 DOI: 10.1186/s12931-017-0546-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Accepted: 04/06/2017] [Indexed: 12/11/2022] Open
Abstract
Malignant pleural mesothelioma (MPM) is a rare and highly drug resistant tumor arising from the mesothelial surfaces of the lung pleura. The standard method to confirm MPM is the tedious, time-consuming cytological examination of cancer biopsy. Biomarkers that are detectable in pleural effusion or patient serum are reasonable options to provide a faster and noninvasive diagnostic approach. As yet, the current biomarkers for MPM lack specificity and sensitivity to discriminate this neoplasm from other lung tumors. CD44, a multifunctional surface receptor has been implicated in tumor progression in different cancers including MPM. The interaction of CD44 with its ligand, hyaluronan (HA) has demonstrated an important role in modulating cell proliferation and invasiveness in MPM. In particular, the high expression levels of these molecules have shown diagnostic relevance in MPM. This review will summarize the biology and diagnostic implication of CD44 and HA as well as the interaction of both molecules in MPM that will demonstrate their potential as biomarkers. Augmentation of the current markers in MPM may lead to an earlier diagnosis and management of this disease.
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Affiliation(s)
- Lourdes Cortes-Dericks
- Department of Clinical Research, Division of General Thoracic Surgery, University Hospital Berne, Berne, Switzerland.
| | - Ralph Alexander Schmid
- Department of Clinical Research, Division of General Thoracic Surgery, University Hospital Berne, Berne, Switzerland
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Mercadante S, Degiovanni D, Casuccio A. Symptom burden in mesothelioma patients admitted to home palliative care. Curr Med Res Opin 2016; 32:1985-1988. [PMID: 27532369 DOI: 10.1080/03007995.2016.1226165] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2016] [Revised: 07/19/2016] [Accepted: 07/19/2016] [Indexed: 10/21/2022]
Abstract
CONTEXT Mesothelioma is a very aggressive cancer that is brought on by asbestos exposure. Because there is a long latency period between exposure to asbestos and symptoms of disease, most patients with mesothelioma present with advanced disease and survive an average of 8-12 months. Thus, best supportive care should be considered critical to optimally manage these patients. AIM The aim of this study was to examine the epidemiological characteristics and symptom burden of mesothelioma patients when admitted to home palliative care. METHODS The charts of a consecutive sample of patients admitted to the home palliative care program with a diagnosis of mesothelioma in an endemic industrialized area were reviewed. The estimated survival time was about two months from admission. Epidemiological characteristics were collected. Karnofsky status, characteristics of pain and analgesic treatment at time of admission were recorded. ESAS (Edmonton Symptom Assessment System) and other clinical problems reported in the charts at admission time were also recorded. RESULTS Of the 674 charts reviewed, 56 patients (8.3%) had a diagnosis of mesothelioma. About three quarters of those had pain, with 18 and 2 patients with moderate and severe pain, respectively, despite receiving medium to high doses of opioids. The principal pain site was the chest. Pain was significantly associated with opioid consumption (p < .0005) and dyspnea (p = .049). Symptom burden was relevant, with a global ESAS of about 40. Pain, weakness, poor appetite, poor well-being, and dyspnea were the most frequent symptoms with the highest intensity; cough and pleural effusion were more frequently present as clinical problems. CONCLUSION This study shows that mesothelioma is a devastating cancer with a relevant symptom burden, and that patients were referred to palliative care late in the course of their disease, suggesting that earlier integration of palliative care should be considered to relieve suffering in all disease stages - not only at the end of life.
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The resistance related to targeted therapy in malignant pleural mesothelioma: Why has not the target been hit yet? Crit Rev Oncol Hematol 2016; 107:20-32. [PMID: 27823648 DOI: 10.1016/j.critrevonc.2016.08.011] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Revised: 08/23/2016] [Accepted: 08/30/2016] [Indexed: 01/06/2023] Open
Abstract
Malignant pleural mesothelioma (MPM) is an aggressive tumor of the pleura with a poor prognosis. The most active first-line regimens are platinum compounds and pemetrexed. There is no standard second-line treatment in MPM. Advances in the understanding of tumor molecular biology have led to the development of several targeted treatments, which have been evaluated in clinical trials. Unfortunately none of the explored targeted treatments can currently be recommended as routine treatment in MPM. We reviewed the biological pathways involved in MPM, the clinical trials about targeted therapy, and possible related mechanisms of resistance. We suggest that specific genetic markers are needed as targets of selective therapy. By this way the selection of patients based on the molecular profile may facilitate a therapeutic strategy that allows the use of the most appropriate drug for each patient.
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Szulkin A, Szatmári T, Hjerpe A, Dobra K. Chemosensitivity and resistance testing in malignant effusions with focus on primary malignant mesothelioma and metastatic adenocarcinoma. Pleura Peritoneum 2016; 1:119-133. [PMID: 30911616 DOI: 10.1515/pp-2016-0013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Accepted: 08/22/2016] [Indexed: 12/24/2022] Open
Abstract
Cell based chemosensitivity and resistance testing is an attractive approach that offers functional measurement of drug response ex vivo with the ultimate goal to guide the choice of chemotherapy for various cancers. Thus, it has a great potential to select patients for the optimal treatment option, thereby offering a tool for personalized cancer therapy. Despite several decades of intensive scientific efforts ex-vivo tests are still not incorporated in the standard of care. Limited access to fresh tumor tissue, unsatisfactory models and single readout as endpoint constitute major hindrance. Thus, establishing and validating clinically useful and reliable model systems still remains a major challenge. Here we present malignant effusions as valuable sources for ex-vivo chemosensitivity and resistance testing. Accumulation of a malignant effusion in the pleura, peritoneum or pericardium is often the first diagnostic material for both primary malignant mesothelioma and a broad spectrum of metastatic adenocarcinoma originating from lung-, breast-, ovary- and gastro-intestinal organs as well as lymphoma. In contrast to biopsies, in these effusions malignant cells are easily accessible and often abundant. Effusion derived cells can occur dissociated or forming three-dimensional papillary structures that authentically recapitulate the biology of the corresponding tumor tissue and offer models for ex vivo testing. In addition, effusions have the advantage of being available prior to or concurrent with the pathological review, thus constituting an excellent source of viable cells for simultaneous molecular profiling, biomarker analysis and for establishing primary cells for studying tumor biology and resistance mechanisms. For a reliable test, however, a careful validation is needed, taking into account the inherited heterogeneity of malignant tumors, but also the complex interplay between malignant and benign cells, which are always present in this setting.
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Affiliation(s)
- Adam Szulkin
- Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Tünde Szatmári
- Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Anders Hjerpe
- Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Katalin Dobra
- Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
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Biphasic Malignant Pleural Mesothelioma Masquerading as a Primary Skeletal Tumor. Case Rep Pulmonol 2016; 2016:7560929. [PMID: 27660729 PMCID: PMC5021854 DOI: 10.1155/2016/7560929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2016] [Revised: 08/17/2016] [Accepted: 08/18/2016] [Indexed: 11/17/2022] Open
Abstract
Biphasic malignant pleural mesothelioma is a rare malignant tumor, usually presenting as a pleural-based mass in a patient with history of chronic asbestos exposure. We herein report a case of a 41-year-old man who presented with chest pain and had a chest computed tomography (CT) scan suggestive of a primary skeletal tumor originating from the ribs (chondrosarcoma or osteosarcoma), with no history of asbestos exposure. CT-guided core needle biopsies were diagnosed as malignant sarcomatoid mesothelioma. Surgical resection and chest wall reconstruction were performed, confirming the diagnosis and revealing a secondary histologic component (epithelioid), supporting the diagnosis of biphasic malignant mesothelioma.
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43
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Roncella S, Laurent S, Fontana V, Ferro P, Franceschini MC, Salvi S, Varesano S, Boccardo S, Vigani A, Morabito A, Canessa PA, Giannoni U, Rosenberg I, Valentino A, Fedeli F, Merlo DF, Ceppi M, Riggio S, Romani M, Saverino D, Poggi A, Pistillo MP. CTLA-4 in mesothelioma patients: tissue expression, body fluid levels and possible relevance as a prognostic factor. Cancer Immunol Immunother 2016; 65:909-917. [PMID: 27207606 PMCID: PMC11029598 DOI: 10.1007/s00262-016-1844-3] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2015] [Accepted: 05/07/2016] [Indexed: 10/21/2022]
Abstract
CTLA-4 function as a negative regulator of T cell-mediated immune response is well established, whereas much less is known about the immunoregulatory role of its soluble isoform (sCTLA-4). No data are available on CTLA-4 expression and prognostic impact in malignant pleural mesothelioma (MPM). We investigated, by immunohistochemistry, CTLA-4 expression in tumor tissues and, by ELISA, sCTLA-4 levels in sera and matched pleural effusions from 45 MPM patients. Prognostic effect of CTLA-4 expression on overall survival (OS) was assessed through Cox regression and prognostic significance expressed as death rate ratio (HR). We found that 56.0 % of MPM tissues expressed CTLA-4 with variable intensity and percentage of positive cells estimated by the immunoreactive score. sCTLA-4 levels were significantly higher in sera (S-sCTLA-4) than in pleural effusions (PE-sCTLA-4) (geometric mean ratio = 2.70, P value = 0.020). CTLA-4 expression at the tissue level was higher in the epithelioid histological subtype than in the sarcomatoid, whereas at the serum level, it was higher in the sarcomatoid subtype. A homogeneous favorable prognostic effect was found for CTLA-4 overexpression in tissue, serum and pleural effusion. Interestingly, only the PE-sCTLA-4 was found to be a statistically significant positive prognostic factor (HR = 0.37, 95 % CI = 0.18-0.77, P value = 0.007). Indeed, PE-sCTLA-4 correlated with CTLA-4 expression in tissues, whereas this latter expression showed a weak association with OS. To confirm our findings, further experimental evidences obtained from a larger cohort of MPM patients are required. However, our results would indicate a positive correlation of PE-sCTLA-4 levels and OS in MPM patients.
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Affiliation(s)
- Silvio Roncella
- Division of Histopathology and Cytopathology, ASL5, La Spezia, Italy
| | - Stefania Laurent
- Department of Internal Medicine (DIMI), University of Genoa, Genoa, Italy
| | - Vincenzo Fontana
- Unit of Clinical Epidemiology, IRCCS AOU San Martino-IST, Genoa, Italy
| | - Paola Ferro
- Division of Histopathology and Cytopathology, ASL5, La Spezia, Italy
| | | | - Sandra Salvi
- Division of Histopathology and Cytopathology, IRCCS AOU San Martino-IST, Genoa, Italy
| | - Serena Varesano
- Division of Histopathology and Cytopathology, IRCCS AOU San Martino-IST, Genoa, Italy
| | - Simona Boccardo
- Division of Histopathology and Cytopathology, IRCCS AOU San Martino-IST, Genoa, Italy
| | | | - Anna Morabito
- Unit of Tumor Epigenetics, IRCCS AOU San Martino-IST, Genoa, Italy
| | | | | | | | | | - Franco Fedeli
- Division of Histopathology and Cytopathology, ASL5, La Spezia, Italy
| | | | - Marcello Ceppi
- Unit of Clinical Epidemiology, IRCCS AOU San Martino-IST, Genoa, Italy
| | - Salvatore Riggio
- Blood Transfusion Centre, IRCCS AOU-San Martino-IST, Genoa, Italy
| | - Massimo Romani
- Unit of Tumor Epigenetics, IRCCS AOU San Martino-IST, Genoa, Italy
| | - Daniele Saverino
- Department of Experimental Medicine, University of Genoa, Genoa, Italy
| | - Alessandro Poggi
- Unit of Molecular Oncology and Angiogenesis, IRCCS AOU San Martino-IST, Genoa, Italy
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Management of malignant pleural mesothelioma-part 2: therapeutic approaches : Consensus of the Austrian Mesothelioma Interest Group (AMIG). Wien Klin Wochenschr 2016; 128:618-26. [PMID: 27457872 PMCID: PMC5033993 DOI: 10.1007/s00508-016-1036-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Accepted: 06/09/2016] [Indexed: 12/29/2022]
Abstract
Treatment of malignant pleural mesothelioma (MPM) depends on performance status of the patient, tumor stage, and histological differentiation. Chemotherapy (CHT) can be administered as first- and second-line treatment in unresectable MPM or as neoadjuvant or adjuvant treatment before or after surgery. A combination of an antifolate and platinum-based CHT is the only approved standard of care. Several targeted and immunotherapies are in evaluation and further studies are warranted to determine the therapeutic value of these new treatment options. Radiotherapy (RT) can be considered either as adjuvant treatment after surgery or for palliation of pain-related tumor growth. Recent data support the use of RT in a neoadjuvant setting. Macroscopic complete resection by pleurectomy/decortication (P/D) or extrapleural pneumonectomy (EPP) is indicated in selected patients with good performance status. Surgery should only be applied as part of a multimodality treatment (MMT) in combination with chemo- and/or radiotherapy. In a large number of cases, palliative attempts are needed to improve quality of life and to achieve symptom control.
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45
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Manente AG, Pinton G, Zonca S, Cilli M, Rinaldi M, Daga A, Nilsson S, Moro L. Intracellular lactate-mediated induction of estrogen receptor beta (ERβ) in biphasic malignant pleural mesothelioma cells. Oncotarget 2016. [PMID: 26208479 PMCID: PMC4694819 DOI: 10.18632/oncotarget.4486] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Biphasic malignant pleural mesothelioma (MPM) is the second most common histotype of MPM. It is histologically characterized by the concomitant presence of epithelioid and sarcomatoid features, the latter associated with worse prognosis. In this report we describe that silencing of AKT1 in spindle-shaped biphasic MPM cells promotes the shift toward an epithelioid phenotype. Furthermore, AKT1 silencing resulted in decreased expression of the lactate/H+ symporter MCT4 and its chaperone CD147/Basigin, and in the induction of estrogen receptor β (ERβ) expression. We provide evidence that ERβ expression is induced by increased intracellular lactate concentration. Spheroid culturing and tumor growth of ERβ negative biphasic MPM in nude mice resulted in the induction of ERβ expression and response to the selective agonist KB9520. In both models, the treatment with the ERβ agonist results in reduced cell proliferation, decreased expression of MCT4 and CD147/Basigin and increased acetylation and inactivation of AKT1. Collectively, in response to metabolic changes, ERβ expression is induced and exerts an anti-tumor effect through selective agonist activation. The possibility to reverse the more aggressive biphasic mesothelioma histotype by targeting ERβ with a selective agonist could represent a new effective treatment strategy.
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Affiliation(s)
- Arcangela G Manente
- Department of Pharmaceutical Sciences, University of Piemonte Orientale "A. Avogadro", 28100, Novara, Italy
| | - Giulia Pinton
- Department of Pharmaceutical Sciences, University of Piemonte Orientale "A. Avogadro", 28100, Novara, Italy
| | - Sara Zonca
- Department of Pharmaceutical Sciences, University of Piemonte Orientale "A. Avogadro", 28100, Novara, Italy
| | | | - Maurizio Rinaldi
- Department of Pharmaceutical Sciences, University of Piemonte Orientale "A. Avogadro", 28100, Novara, Italy
| | | | - Stefan Nilsson
- Karo Bio AB, Novum, S-141 57, Huddinge, Sweden.,Department of Biosciences and Nutrition, Karolinska Institutet, Novum, S-141 57, Huddinge, Sweden
| | - Laura Moro
- Department of Pharmaceutical Sciences, University of Piemonte Orientale "A. Avogadro", 28100, Novara, Italy
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46
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Jing XQ, Zhou L, Sun XD, Yu JM, Meng X. Pemetrexed Maintenance Therapy Following Bevacizumab-Containing First-Line Chemotherapy in Advanced Malignant Pleural Mesothelioma: A Case Report and Literatures Review. Medicine (Baltimore) 2016; 95:e3351. [PMID: 27057918 PMCID: PMC4998834 DOI: 10.1097/md.0000000000003351] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Malignant pleural mesothelioma (MPM) is a lethal disease with poor prognosis. The combination of cisplatin and pemetrexed has been confirmed as the standard of care for nonoperable MPM. Data have shown that the adoption of pemetrexed maintenance therapy (PMT) following first-line treatment appears extremely promising.We describe a 57-year-old man diagnosed as advanced MPM. We treated this patient with PMT after first-line cisplatin-based bevacizumab-containing chemotherapy and residual tumor disappeared after 6 course of PMT. A perfect response and a long progression-free survival (PFS) were reached with tumor mass disappearing and 14 months duration of PFS.This case suggests that adding bevacizumab to standard first-line chemotherapy is feasible and that PMT could be promising and useful for treating advanced MPM. We further entail a review of the literature on the first-line treatment, continuation maintenance therapy, switch maintenance therapy, and second-line treatment of patients with advanced MPM.
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Affiliation(s)
- Xu-Quan Jing
- From the Departments of Radiation Oncology (X-QJ, X-DS, J-MY, XM) and Orthopedics (LZ), Shandong Cancer Hospital and Institute, Jinan, Shandong, China
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47
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Giusti L, Ciregia F, Bonotti A, Da Valle Y, Donadio E, Boldrini C, Foddis R, Giannaccini G, Mazzoni MR, Canessa PA, Cristaudo A, Lucacchini A. Comparative proteomic analysis of malignant pleural mesothelioma: Focusing on the biphasic subtype. EUPA OPEN PROTEOMICS 2016; 10:42-49. [PMID: 29900099 PMCID: PMC5988614 DOI: 10.1016/j.euprot.2016.01.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2015] [Revised: 01/11/2016] [Accepted: 01/13/2016] [Indexed: 12/28/2022]
Abstract
Malignant pleural mesothelioma (MPM) is a rare cancer originated from pleural mesothelial cells. MPM has been associated with long-term exposure to asbestos. In this work we performed a comparative proteomic analysis of biphasic pleural mesothelioma (B-PM). Tissue biopsies were obtained from 61 patients who were subjected to a diagnostic thoracoscopy. 2D/MS based approach was used for proteomic analysis. The 22 proteins found differentially expressed in B-PM, with respect to benign, were analyzed by Ingenuity Pathways Analysis and compared with those obtained for epitheliod pleural mesothelioma (E-PM). A different activation of transcription factors, proteins and cytokines were observed between two subtypes.
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Affiliation(s)
- Laura Giusti
- Department of Pharmacy, University of Pisa, Pisa, Italy
| | | | - Alessandra Bonotti
- Preventive and Occupational Medicine, University Hospital of Pisa, Pisa, Italy
| | | | - Elena Donadio
- Department of Pharmacy, University of Pisa, Pisa, Italy
| | | | - Rudy Foddis
- Department of Translational Research and of New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | | | | | - Pier Aldo Canessa
- Dipartimento Ospedaliero Medico 2 dell ASL5 Spezzino, La Spezia, Italy
| | - Alfonso Cristaudo
- Department of Translational Research and of New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
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48
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Bueno R, Stawiski EW, Goldstein LD, Durinck S, De Rienzo A, Modrusan Z, Gnad F, Nguyen TT, Jaiswal BS, Chirieac LR, Sciaranghella D, Dao N, Gustafson CE, Munir KJ, Hackney JA, Chaudhuri A, Gupta R, Guillory J, Toy K, Ha C, Chen YJ, Stinson J, Chaudhuri S, Zhang N, Wu TD, Sugarbaker DJ, de Sauvage FJ, Richards WG, Seshagiri S. Comprehensive genomic analysis of malignant pleural mesothelioma identifies recurrent mutations, gene fusions and splicing alterations. Nat Genet 2016; 48:407-16. [PMID: 26928227 DOI: 10.1038/ng.3520] [Citation(s) in RCA: 673] [Impact Index Per Article: 74.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2015] [Accepted: 02/04/2016] [Indexed: 02/06/2023]
Abstract
We analyzed transcriptomes (n = 211), whole exomes (n = 99) and targeted exomes (n = 103) from 216 malignant pleural mesothelioma (MPM) tumors. Using RNA-seq data, we identified four distinct molecular subtypes: sarcomatoid, epithelioid, biphasic-epithelioid (biphasic-E) and biphasic-sarcomatoid (biphasic-S). Through exome analysis, we found BAP1, NF2, TP53, SETD2, DDX3X, ULK2, RYR2, CFAP45, SETDB1 and DDX51 to be significantly mutated (q-score ≥ 0.8) in MPMs. We identified recurrent mutations in several genes, including SF3B1 (∼2%; 4/216) and TRAF7 (∼2%; 5/216). SF3B1-mutant samples showed a splicing profile distinct from that of wild-type tumors. TRAF7 alterations occurred primarily in the WD40 domain and were, except in one case, mutually exclusive with NF2 alterations. We found recurrent gene fusions and splice alterations to be frequent mechanisms for inactivation of NF2, BAP1 and SETD2. Through integrated analyses, we identified alterations in Hippo, mTOR, histone methylation, RNA helicase and p53 signaling pathways in MPMs.
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Affiliation(s)
- Raphael Bueno
- Division of Thoracic Surgery, The Lung Center and the International Mesothelioma Program, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Eric W Stawiski
- Bioinformatics and Computational Biology Department, Genentech, Inc., South San Francisco, California, USA.,Molecular Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - Leonard D Goldstein
- Bioinformatics and Computational Biology Department, Genentech, Inc., South San Francisco, California, USA.,Molecular Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - Steffen Durinck
- Bioinformatics and Computational Biology Department, Genentech, Inc., South San Francisco, California, USA.,Molecular Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - Assunta De Rienzo
- Division of Thoracic Surgery, The Lung Center and the International Mesothelioma Program, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Zora Modrusan
- Molecular Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - Florian Gnad
- Bioinformatics and Computational Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - Thong T Nguyen
- Molecular Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - Bijay S Jaiswal
- Molecular Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - Lucian R Chirieac
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Daniele Sciaranghella
- Division of Thoracic Surgery, The Lung Center and the International Mesothelioma Program, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Nhien Dao
- Division of Thoracic Surgery, The Lung Center and the International Mesothelioma Program, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Corinne E Gustafson
- Division of Thoracic Surgery, The Lung Center and the International Mesothelioma Program, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Kiara J Munir
- Division of Thoracic Surgery, The Lung Center and the International Mesothelioma Program, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Jason A Hackney
- Bioinformatics and Computational Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - Amitabha Chaudhuri
- Bioinformatics Department, MedGenome Labs, Pvt., Ltd., Narayana Health City, Bangalore, India
| | - Ravi Gupta
- Bioinformatics Department, MedGenome Labs, Pvt., Ltd., Narayana Health City, Bangalore, India
| | - Joseph Guillory
- Molecular Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - Karen Toy
- Molecular Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - Connie Ha
- Molecular Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - Ying-Jiun Chen
- Molecular Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - Jeremy Stinson
- Molecular Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - Subhra Chaudhuri
- Molecular Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - Na Zhang
- Molecular Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - Thomas D Wu
- Bioinformatics and Computational Biology Department, Genentech, Inc., South San Francisco, California, USA
| | - David J Sugarbaker
- Division of Thoracic Surgery, Baylor College of Medicine, Houston, Texas, USA
| | - Frederic J de Sauvage
- Molecular Oncology Department, Genentech, Inc., South San Francisco, California, USA
| | - William G Richards
- Division of Thoracic Surgery, The Lung Center and the International Mesothelioma Program, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Somasekar Seshagiri
- Molecular Biology Department, Genentech, Inc., South San Francisco, California, USA
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49
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Cheng S, Xu Y, Shi Z, Lin Y, Hoang CD, Zhang X. Overexpression of micro ribonucleic acid-591 inhibits cell proliferation and invasion of malignant pleural mesothelioma cells. Thorac Cancer 2016; 7:340-7. [PMID: 27148420 PMCID: PMC4846623 DOI: 10.1111/1759-7714.12336] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Accepted: 12/21/2015] [Indexed: 11/28/2022] Open
Abstract
Background Malignant pleural mesothelioma (MPM) is an aggressive cancer refractory to current therapies. Reduced expression of micro ribonucleic acid (miR)‐591 in a range of cancer types has suggested it is a potent tumor suppressor, and overexpression has been shown to inhibit tumor cell growth. The role of miR‐591 in MPM is largely unknown. Methods miR‐591 was over‐expressed in vitro using micro RNA mimics in three MPM cell lines (H513, H2052, H2373), and effects on tumor cell growth, proliferation, invasion, and target gene expression were assessed. Results miR‐591 mimic was introduced into MPM cell lines to overexpress this microRNA. The cellular growth, proliferation, and invasive capability was significantly inhibited after overexpression of miR‐591. Growth inhibition caused by miR‐591 correlated with upregulation of p21 and Bax. Reduced invasive capability correlated with downregulation of matrix metalloproteinase‐2 and transforming growth factor‐β1. Conclusion miR‐591 is a potent tumor suppressor in MPM. Overexpression of miR‐591 may represent a novel therapeutic approach for MPM.
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Affiliation(s)
- Shizhao Cheng
- Tianjin Medical University Tianjin China; Department of Thoracic Surgery Tianjin Chest Hospital Tianjin China
| | - Yue Xu
- Division of Thoracic Surgery Department of Cardiothoracic Surgery Stanford University School of Medicine Stanford California USA
| | - Zhenliang Shi
- Department of Thoracic Surgery Tianjin Chest Hospital Tianjin China
| | - Yongbin Lin
- State Key Laboratory of Oncology in Southern China Department of Thoracic Surgery Sun Yat-Sen University Cancer Center Guangzhou China
| | - Chuong D Hoang
- Division of Thoracic Surgery Department of Cardiothoracic Surgery Stanford University School of Medicine Stanford California USA
| | - Xun Zhang
- Department of Thoracic Surgery Tianjin Chest Hospital Tianjin China
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50
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Guazzelli A, Hussain M, Krstic-Demonacos M, Mutti L. Tremelimumab for the treatment of malignant mesothelioma. Expert Opin Biol Ther 2015; 15:1819-29. [DOI: 10.1517/14712598.2015.1116515] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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