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Ghabra S, Dinerman AJ, Sitler CA, Ahn D, Joyce SR, Satterwhite A, Sullivan MA, Blakely AM. The rare occurrence of unifocal peritoneal mesothelioma: a case report, literature review, and future directions. J Gastrointest Oncol 2024; 15:1939-1947. [PMID: 39279939 PMCID: PMC11399855 DOI: 10.21037/jgo-24-266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Accepted: 05/30/2024] [Indexed: 09/18/2024] Open
Abstract
Background Mesothelioma is a rare, aggressive disease originating from mesothelial cells and carries a poor prognosis. Mesothelioma may arise from the pleura, pericardium, or peritoneum. Peritoneal mesothelioma (PM) usually spreads in a diffuse manner; however, a localized unifocal form of PM may occur. Literature on unifocal mesothelioma remains scarce. Case Description Herein, we highlight a case of localized epithelioid PM in an 81-year-old gentleman with the unique challenges faced during management. The pelvic mass was 7 cm, well-circumscribed, and hyper-vascular with fibrous attachments to the abdominal wall. The patient had a peritoneal cancer index (PCI) of 4 on initial diagnostic laparoscopy. Diagnosis was confirmed by histology. Resection of the mass with a partial omentectomy was performed. Months later, the patient developed recurrence detected on follow-up imaging in the peri-splenic region. The patient underwent cytoreductive surgery (CRS) and heated intraperitoneal chemotherapy (HIPEC) for 60 minutes using mitomycin C and cisplatin followed by an uneventful recovery. Our case report is followed by a review of literature on disease pathophysiology, treatment options, and recently promising immunotherapy approaches. Conclusions CRS and HIPEC remains the standard treatment regimen for patients with PM. Nonetheless, a more nuanced approach might be indicated in specific patients with localized unifocal PM. Disease distribution and burden may impact the decision on surgical management in selected patients.
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Affiliation(s)
- Shadin Ghabra
- Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Aaron J Dinerman
- Surgery Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Collin A Sitler
- Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Diane Ahn
- Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Stacy R Joyce
- Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Audra Satterwhite
- Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Molly A Sullivan
- Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Andrew M Blakely
- Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
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Kikuchi Y, Shimada H, Yamasaki F, Yamashita T, Araki K, Horimoto K, Yajima S, Yashiro M, Yokoi K, Cho H, Ehira T, Nakahara K, Yasuda H, Isobe K, Hayashida T, Hatakeyama S, Akakura K, Aoki D, Nomura H, Tada Y, Yoshimatsu Y, Miyachi H, Takebayashi C, Hanamura I, Takahashi H. Clinical practice guidelines for molecular tumor marker, 2nd edition review part 2. Int J Clin Oncol 2024; 29:512-534. [PMID: 38493447 DOI: 10.1007/s10147-024-02497-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 02/21/2024] [Indexed: 03/19/2024]
Abstract
In recent years, rapid advancement in gene/protein analysis technology has resulted in target molecule identification that may be useful in cancer treatment. Therefore, "Clinical Practice Guidelines for Molecular Tumor Marker, Second Edition" was published in Japan in September 2021. These guidelines were established to align the clinical usefulness of external diagnostic products with the evaluation criteria of the Pharmaceuticals and Medical Devices Agency. The guidelines were scoped for each tumor, and a clinical questionnaire was developed based on a serious clinical problem. This guideline was based on a careful review of the evidence obtained through a literature search, and recommendations were identified following the recommended grades of the Medical Information Network Distribution Services (Minds). Therefore, this guideline can be a tool for cancer treatment in clinical practice. We have already reported the review portion of "Clinical Practice Guidelines for Molecular Tumor Marker, Second Edition" as Part 1. Here, we present the English version of each part of the Clinical Practice Guidelines for Molecular Tumor Marker, Second Edition.
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Affiliation(s)
| | - Hideaki Shimada
- Department of Clinical Oncology, Toho University, Tokyo, Japan.
- Department of Surgery, Toho University, Tokyo, Japan.
| | - Fumiyuki Yamasaki
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Taku Yamashita
- Department of Otorhinolaryngology-Head and Neck Surgery, Kitasato University School of Medicine, Kanagawa, Japan
| | - Koji Araki
- Department of Otorhinolaryngology-Head and Neck Surgery, National Defense Medical College, Saitama, Japan
| | - Kohei Horimoto
- Department of Dermatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | | | - Masakazu Yashiro
- Department of Molecular Oncology and Therapeutics, Osaka Metropolitan University Graduate School of Medicine, Osaka, Japan
| | - Keigo Yokoi
- Department of Lower Gastrointestinal Surgery, Kitasato University School of Medicine, Kanagawa, Japan
| | - Haruhiko Cho
- Department of Surgery, Tokyo Metropolitan Komagome Hospital, Tokyo, Japan
| | - Takuya Ehira
- Department of Gastroenterology, St. Marianna University School of Medicine, Kanagawa, Japan
| | - Kazunari Nakahara
- Department of Gastroenterology, St. Marianna University School of Medicine, Kanagawa, Japan
| | - Hiroshi Yasuda
- Department of Gastroenterology, St. Marianna University School of Medicine, Kanagawa, Japan
| | - Kazutoshi Isobe
- Division of Respiratory Medicine, Department of Internal Medicine (Omori), Toho University, Tokyo, Japan
| | - Tetsu Hayashida
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Shingo Hatakeyama
- Department of Urology, Hirosaki University Graduate School of Medicine, Aomori, Japan
| | | | - Daisuke Aoki
- International University of Health and Welfare Graduate School, Tokyo, Japan
| | - Hiroyuki Nomura
- Department of Obstetrics and Gynecology, School of Medicine, Fujita Health University, Aichi, Japan
| | - Yuji Tada
- Department of Pulmonology, School of Medicine, International University of Health and Welfare, Chiba, Japan
| | - Yuki Yoshimatsu
- Department of Patient-Derived Cancer Model, Tochigi Cancer Center Research Institute, Tochigi, Japan
| | - Hayato Miyachi
- Faculty of Clinical Laboratory Sciences, Nitobe Bunka College, Tokyo, Japan
| | - Chiaki Takebayashi
- Division of Hematology and Oncology, Department of Internal Medicine (Omori), Toho University, Tokyo, Japan
| | - Ichiro Hanamura
- Division of Hematology, Department of Internal Medicine, Aichi Medical University, Aichi, Japan
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Hjerpe A, Demir E, Abd-Own S, Dobra K. Utility of BerEp4/calretinin and desmin/epithelial membrane antigen (EMA) dual immunocytochemical staining in effusion cytology. Cancer Med 2023; 12:5334-5340. [PMID: 36259232 PMCID: PMC10028146 DOI: 10.1002/cam4.5353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 09/18/2022] [Accepted: 10/04/2022] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Pleural mesothelioma (PM) is typically diagnosed late during the disease. Earlier detection can increase the chance of effective therapy. Recurrent pleural effusions are the earliest symptoms displaying an array of cytomorphological changes from reactive atypia to malignancy. Diagnosis is possible on effusion cytology by applying molecular and immunocytochemical markers, the main difficulty being when to suspect PM and to differentiate PM from metastatic adenocarcinoma and reactive mesothelial proliferations. METHODS We evaluated the diagnostic performance of two immunocytochemical dual stains (BerEp4/Calretinin and Desmin/Epithelial Membrane Antigen (EMA)) on 149 ethanol-fixed cytospin preparation as an initial step to solve the mentioned diagnostic difficulty. The immunocytochemical reactivity pattern was evaluated by two independent investigators. The final diagnosis corresponded to PM (n = 20), metastatic adenocarcinoma (n = 83), and mesotheliosis (n = 46) in these cases. RESULTS Calretinin had 99% specificity and 98% sensitivity for indicating a mesothelial phenotype, while BerEp4 distinguished the adenocarcinoma cases with 98% specificity and 99% sensitivity. EMA displayed 96% specificity and 99% sensitivity in malignant cases, while Desmin without EMA present showed 99% specificity and 96% sensitivity for indicating benign mesothelial proliferation. CONCLUSIONS Interpretation of the four immunoreactions is improved when performed as dual stains. The dual staining is a useful tool in the initial handling of atypical effusions and guides the subsequent choice of antibody panels for more detailed subclassification of malignant effusions.
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Affiliation(s)
- Anders Hjerpe
- Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Enes Demir
- Faculty of Medicine, Eskisehir Osmangazi University, Eskisehir, Turkey
| | - Sulaf Abd-Own
- 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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DNA Methylation Profiling Discriminates between Malignant Pleural Mesothelioma and Neoplastic or Reactive Histologic Mimics. J Mol Diagn 2021; 23:834-846. [PMID: 33887463 DOI: 10.1016/j.jmoldx.2021.04.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 03/20/2021] [Accepted: 04/01/2021] [Indexed: 11/23/2022] Open
Abstract
The diagnosis of malignant pleural mesothelioma (MPM) is challenging because of its potential overlap with other neoplasms or even with reactive conditions. DNA methylation analysis is effective in diagnosing tumors. In the present study, this approach was tested for use in MPM diagnosis. The DNA methylation patterns of a discovery cohort and an independent-validation cohort of MPMs were compared to those of 202 cases representing malignant and benign diagnostic mimics (angiosarcoma, desmoid-type fibromatosis, epithelioid sarcoma, leiomyosarcoma, lung adenocarcinoma, lung squamous cell carcinoma, melanoma, nodular fasciitis, reactive mesothelial hyperplasia, sclerosing fibrous pleuritis, solitary fibrous tumor, and synovial sarcoma). By both unsupervised hierarchical clustering and t-distributed stochastic neighbor embedding analysis, MPM samples in the discovery cohort exhibited a DNA methylation profile different from those of other neoplastic and reactive mimics. These results were confirmed in the independent validation cohort and by in silico analysis of the MPM-The Cancer Genome Atlas data set. Copy number variation profiles were also inferred to identify molecular hallmarks of MPM, including CDKN2A and NF2 deletions. Methylation profiling was effective in the diagnosis of MPM, although caution is advised in samples with low tumor cell content.
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Mohanty K, Papadopoulou V, Newsome IG, Shelton S, Dayton PA, Muller M. Ultrasound multiple scattering with microbubbles can differentiate between tumor and healthy tissue in vivo. Phys Med Biol 2019; 64:115022. [PMID: 30995615 PMCID: PMC6876296 DOI: 10.1088/1361-6560/ab1a44] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Most solid tumors are characterized by highly dense, isotropic vessel networks. Characterization of such features has shown promise for early cancer diagnosis. Ultrasound diffusion has been used to characterize the micro-architecture of complex media, such as bone and the lungs. In this work, we examine a non-invasive diffusion-based ultrasound technique to assess neo-vascularization. Because the diffusion constant reflects the density of scatterers in heterogeneous media, we hypothesize that by injecting microbubbles into the vasculature, ultrasound diffusivity can reflect vascular density (VD), thus differentiating the microvascular patterns between tumors and healthy tissue. The diffusion constant and its anisotropy are shown to be significantly different between fibrosarcoma tumors (n = 16) and control tissue (n = 18) in a rat animal model in vivo. The diffusion constant values for control and tumor were found to be 1.38 ± 0.51 mm2 µs-1 and 0.65 ± 0.27 mm2 µs-1, respectively. These results are corroborated with VD from acoustic angiography (AA) data, confirming increased vessel density in tumors compared to controls. The diffusion constant offers a promising way to quantitatively assess vascular networks when combined with contrast agents, which may allow early tumor detection and characterization.
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Affiliation(s)
- Kaustav Mohanty
- Department of Mechanical and Aerospace Engineering, NC State University, Raleigh, NC 27695, United States of America
| | - Virginie Papadopoulou
- UNC—NCSU Joint Department of Biomedical Engineering, UNC Chapel Hill, Chapel Hill, NC 27599, United States of America
| | - Isabel G Newsome
- UNC—NCSU Joint Department of Biomedical Engineering, UNC Chapel Hill, Chapel Hill, NC 27599, United States of America
| | - Sarah Shelton
- UNC—NCSU Joint Department of Biomedical Engineering, UNC Chapel Hill, Chapel Hill, NC 27599, United States of America
| | - Paul A Dayton
- UNC—NCSU Joint Department of Biomedical Engineering, UNC Chapel Hill, Chapel Hill, NC 27599, United States of America
| | - Marie Muller
- Department of Mechanical and Aerospace Engineering, NC State University, Raleigh, NC 27695, United States of America
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Abstract
The pleura may be affected by primary tumors or metastatic spread of intrathoracic or extrathoracic neoplasms. Primary pleural neoplasms represent ∼10% of all pleural tumors, and malignant lesions are more common than benign lesions. The most common primary tumors include malignant pleural mesothelioma and solitary fibrous tumor. Although pleural neoplasms may initially be evaluated with computed tomography (CT) and/or fluorodeoxyglucose positron emission tomography (PET)/CT, magnetic resonance (MR) imaging is complementary to these other imaging modalities for disease staging and evaluation of patients. In this article, we discuss the etiology, clinical presentation, and imaging of pleural neoplasms, with specific attention given to the role of MR imaging.
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Kindler HL, Ismaila N, Armato SG, Bueno R, Hesdorffer M, Jahan T, Jones CM, Miettinen M, Pass H, Rimner A, Rusch V, Sterman D, Thomas A, Hassan R. Treatment of Malignant Pleural Mesothelioma: American Society of Clinical Oncology Clinical Practice Guideline. J Clin Oncol 2018; 36:1343-1373. [PMID: 29346042 DOI: 10.1200/jco.2017.76.6394] [Citation(s) in RCA: 265] [Impact Index Per Article: 44.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Purpose To provide evidence-based recommendations to practicing physicians and others on the management of malignant pleural mesothelioma. Methods ASCO convened an Expert Panel of medical oncology, thoracic surgery, radiation oncology, pulmonary, pathology, imaging, and advocacy experts to conduct a literature search, which included systematic reviews, meta-analyses, randomized controlled trials, and prospective and retrospective comparative observational studies published from 1990 through 2017. Outcomes of interest included survival, disease-free or recurrence-free survival, and quality of life. Expert Panel members used available evidence and informal consensus to develop evidence-based guideline recommendations. Results The literature search identified 222 relevant studies to inform the evidence base for this guideline. Recommendations Evidence-based recommendations were developed for diagnosis, staging, chemotherapy, surgical cytoreduction, radiation therapy, and multimodality therapy in patients with malignant pleural mesothelioma. Additional information is available at www.asco.org/thoracic-cancer-guidelines and www.asco.org/guidelineswiki .
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Affiliation(s)
- Hedy L Kindler
- Hedy L. Kindler and Samuel G. Armato III, The University of Chicago, Chicago, IL; Nofisat Ismaila, American Society of Clinical Oncology; Mary Hesdorffer, Mesothelioma Applied Research Foundation, Alexandria, VA; Raphael Bueno, Harvard Medical School, Boston, MA; Thierry Jahan, University of California San Francisco, San Francisco, CA; Clyde Michael Jones, Baptist Cancer Center Physicians Foundation, Memphis, TN; Markku Miettinen, Anish Thomas and Raffit Hassan, Center for Cancer Research, National Cancer Institute, Bethesda, MD; Harvey Pass and Daniel Sterman, New York University Langone Medical Center; and Andreas Rimner and Valerie Rusch, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Nofisat Ismaila
- Hedy L. Kindler and Samuel G. Armato III, The University of Chicago, Chicago, IL; Nofisat Ismaila, American Society of Clinical Oncology; Mary Hesdorffer, Mesothelioma Applied Research Foundation, Alexandria, VA; Raphael Bueno, Harvard Medical School, Boston, MA; Thierry Jahan, University of California San Francisco, San Francisco, CA; Clyde Michael Jones, Baptist Cancer Center Physicians Foundation, Memphis, TN; Markku Miettinen, Anish Thomas and Raffit Hassan, Center for Cancer Research, National Cancer Institute, Bethesda, MD; Harvey Pass and Daniel Sterman, New York University Langone Medical Center; and Andreas Rimner and Valerie Rusch, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Samuel G Armato
- Hedy L. Kindler and Samuel G. Armato III, The University of Chicago, Chicago, IL; Nofisat Ismaila, American Society of Clinical Oncology; Mary Hesdorffer, Mesothelioma Applied Research Foundation, Alexandria, VA; Raphael Bueno, Harvard Medical School, Boston, MA; Thierry Jahan, University of California San Francisco, San Francisco, CA; Clyde Michael Jones, Baptist Cancer Center Physicians Foundation, Memphis, TN; Markku Miettinen, Anish Thomas and Raffit Hassan, Center for Cancer Research, National Cancer Institute, Bethesda, MD; Harvey Pass and Daniel Sterman, New York University Langone Medical Center; and Andreas Rimner and Valerie Rusch, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Raphael Bueno
- Hedy L. Kindler and Samuel G. Armato III, The University of Chicago, Chicago, IL; Nofisat Ismaila, American Society of Clinical Oncology; Mary Hesdorffer, Mesothelioma Applied Research Foundation, Alexandria, VA; Raphael Bueno, Harvard Medical School, Boston, MA; Thierry Jahan, University of California San Francisco, San Francisco, CA; Clyde Michael Jones, Baptist Cancer Center Physicians Foundation, Memphis, TN; Markku Miettinen, Anish Thomas and Raffit Hassan, Center for Cancer Research, National Cancer Institute, Bethesda, MD; Harvey Pass and Daniel Sterman, New York University Langone Medical Center; and Andreas Rimner and Valerie Rusch, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Mary Hesdorffer
- Hedy L. Kindler and Samuel G. Armato III, The University of Chicago, Chicago, IL; Nofisat Ismaila, American Society of Clinical Oncology; Mary Hesdorffer, Mesothelioma Applied Research Foundation, Alexandria, VA; Raphael Bueno, Harvard Medical School, Boston, MA; Thierry Jahan, University of California San Francisco, San Francisco, CA; Clyde Michael Jones, Baptist Cancer Center Physicians Foundation, Memphis, TN; Markku Miettinen, Anish Thomas and Raffit Hassan, Center for Cancer Research, National Cancer Institute, Bethesda, MD; Harvey Pass and Daniel Sterman, New York University Langone Medical Center; and Andreas Rimner and Valerie Rusch, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Thierry Jahan
- Hedy L. Kindler and Samuel G. Armato III, The University of Chicago, Chicago, IL; Nofisat Ismaila, American Society of Clinical Oncology; Mary Hesdorffer, Mesothelioma Applied Research Foundation, Alexandria, VA; Raphael Bueno, Harvard Medical School, Boston, MA; Thierry Jahan, University of California San Francisco, San Francisco, CA; Clyde Michael Jones, Baptist Cancer Center Physicians Foundation, Memphis, TN; Markku Miettinen, Anish Thomas and Raffit Hassan, Center for Cancer Research, National Cancer Institute, Bethesda, MD; Harvey Pass and Daniel Sterman, New York University Langone Medical Center; and Andreas Rimner and Valerie Rusch, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Clyde Michael Jones
- Hedy L. Kindler and Samuel G. Armato III, The University of Chicago, Chicago, IL; Nofisat Ismaila, American Society of Clinical Oncology; Mary Hesdorffer, Mesothelioma Applied Research Foundation, Alexandria, VA; Raphael Bueno, Harvard Medical School, Boston, MA; Thierry Jahan, University of California San Francisco, San Francisco, CA; Clyde Michael Jones, Baptist Cancer Center Physicians Foundation, Memphis, TN; Markku Miettinen, Anish Thomas and Raffit Hassan, Center for Cancer Research, National Cancer Institute, Bethesda, MD; Harvey Pass and Daniel Sterman, New York University Langone Medical Center; and Andreas Rimner and Valerie Rusch, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Markku Miettinen
- Hedy L. Kindler and Samuel G. Armato III, The University of Chicago, Chicago, IL; Nofisat Ismaila, American Society of Clinical Oncology; Mary Hesdorffer, Mesothelioma Applied Research Foundation, Alexandria, VA; Raphael Bueno, Harvard Medical School, Boston, MA; Thierry Jahan, University of California San Francisco, San Francisco, CA; Clyde Michael Jones, Baptist Cancer Center Physicians Foundation, Memphis, TN; Markku Miettinen, Anish Thomas and Raffit Hassan, Center for Cancer Research, National Cancer Institute, Bethesda, MD; Harvey Pass and Daniel Sterman, New York University Langone Medical Center; and Andreas Rimner and Valerie Rusch, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Harvey Pass
- Hedy L. Kindler and Samuel G. Armato III, The University of Chicago, Chicago, IL; Nofisat Ismaila, American Society of Clinical Oncology; Mary Hesdorffer, Mesothelioma Applied Research Foundation, Alexandria, VA; Raphael Bueno, Harvard Medical School, Boston, MA; Thierry Jahan, University of California San Francisco, San Francisco, CA; Clyde Michael Jones, Baptist Cancer Center Physicians Foundation, Memphis, TN; Markku Miettinen, Anish Thomas and Raffit Hassan, Center for Cancer Research, National Cancer Institute, Bethesda, MD; Harvey Pass and Daniel Sterman, New York University Langone Medical Center; and Andreas Rimner and Valerie Rusch, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Andreas Rimner
- Hedy L. Kindler and Samuel G. Armato III, The University of Chicago, Chicago, IL; Nofisat Ismaila, American Society of Clinical Oncology; Mary Hesdorffer, Mesothelioma Applied Research Foundation, Alexandria, VA; Raphael Bueno, Harvard Medical School, Boston, MA; Thierry Jahan, University of California San Francisco, San Francisco, CA; Clyde Michael Jones, Baptist Cancer Center Physicians Foundation, Memphis, TN; Markku Miettinen, Anish Thomas and Raffit Hassan, Center for Cancer Research, National Cancer Institute, Bethesda, MD; Harvey Pass and Daniel Sterman, New York University Langone Medical Center; and Andreas Rimner and Valerie Rusch, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Valerie Rusch
- Hedy L. Kindler and Samuel G. Armato III, The University of Chicago, Chicago, IL; Nofisat Ismaila, American Society of Clinical Oncology; Mary Hesdorffer, Mesothelioma Applied Research Foundation, Alexandria, VA; Raphael Bueno, Harvard Medical School, Boston, MA; Thierry Jahan, University of California San Francisco, San Francisco, CA; Clyde Michael Jones, Baptist Cancer Center Physicians Foundation, Memphis, TN; Markku Miettinen, Anish Thomas and Raffit Hassan, Center for Cancer Research, National Cancer Institute, Bethesda, MD; Harvey Pass and Daniel Sterman, New York University Langone Medical Center; and Andreas Rimner and Valerie Rusch, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Daniel Sterman
- Hedy L. Kindler and Samuel G. Armato III, The University of Chicago, Chicago, IL; Nofisat Ismaila, American Society of Clinical Oncology; Mary Hesdorffer, Mesothelioma Applied Research Foundation, Alexandria, VA; Raphael Bueno, Harvard Medical School, Boston, MA; Thierry Jahan, University of California San Francisco, San Francisco, CA; Clyde Michael Jones, Baptist Cancer Center Physicians Foundation, Memphis, TN; Markku Miettinen, Anish Thomas and Raffit Hassan, Center for Cancer Research, National Cancer Institute, Bethesda, MD; Harvey Pass and Daniel Sterman, New York University Langone Medical Center; and Andreas Rimner and Valerie Rusch, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Anish Thomas
- Hedy L. Kindler and Samuel G. Armato III, The University of Chicago, Chicago, IL; Nofisat Ismaila, American Society of Clinical Oncology; Mary Hesdorffer, Mesothelioma Applied Research Foundation, Alexandria, VA; Raphael Bueno, Harvard Medical School, Boston, MA; Thierry Jahan, University of California San Francisco, San Francisco, CA; Clyde Michael Jones, Baptist Cancer Center Physicians Foundation, Memphis, TN; Markku Miettinen, Anish Thomas and Raffit Hassan, Center for Cancer Research, National Cancer Institute, Bethesda, MD; Harvey Pass and Daniel Sterman, New York University Langone Medical Center; and Andreas Rimner and Valerie Rusch, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Raffit Hassan
- Hedy L. Kindler and Samuel G. Armato III, The University of Chicago, Chicago, IL; Nofisat Ismaila, American Society of Clinical Oncology; Mary Hesdorffer, Mesothelioma Applied Research Foundation, Alexandria, VA; Raphael Bueno, Harvard Medical School, Boston, MA; Thierry Jahan, University of California San Francisco, San Francisco, CA; Clyde Michael Jones, Baptist Cancer Center Physicians Foundation, Memphis, TN; Markku Miettinen, Anish Thomas and Raffit Hassan, Center for Cancer Research, National Cancer Institute, Bethesda, MD; Harvey Pass and Daniel Sterman, New York University Langone Medical Center; and Andreas Rimner and Valerie Rusch, Memorial Sloan Kettering Cancer Center, New York, NY
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Yoneda K, Chikaishi Y, Kuwata T, Ohnaga T, Tanaka F. Capture of mesothelioma cells with 'universal' CTC-chip. Oncol Lett 2017; 15:2635-2640. [PMID: 29434985 DOI: 10.3892/ol.2017.7619] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Accepted: 09/12/2017] [Indexed: 01/12/2023] Open
Abstract
Malignant mesothelioma (MM) is a highly aggressive malignant tumor, predominantly associated with job-related exposure to asbestos. Development of effective and non-invasive modalities for diagnosis is an important issue in occupational medicine. Circulating tumor cells (CTCs), which are tumor cells that are shed from primary tumors and circulate in the peripheral blood, may be detected at an earlier stage than malignant tumors, and detection of CTCs may provide a novel insight into the diagnosis of MM. In a previous study evaluating clinical utility of CTCs, detected with a widely used system 'CellSearch', the authors indicated a significant however insufficient capability in the diagnosis of MM, suggesting need for a more sensitive system. Accordingly, the authors developed a novel microfluidic system to capture CTCs (CTC-chip), and demonstrated that the CTC-chip effectively captured MM cells (ACC-MESO-4) spiked in the blood by conjugating an anti-podoplanin antibody. The results of the present study demonstrated that the CTC-chip coated with the anti-podoplanin antibody captured another MM cell (ACC-MESO-1). However, the capture efficiencies were lower than those for ACC-MESO-4. In addition, an anti-mesothelin antibody was used to capture CTCs, however the CTC-chip coated with the anti-mesothelin antibody failed to effectively capture MM cells, possibly due to low mesothelin expression. Overall, the CTC-chip may capture specific types of CTCs by conjugating any antibody against an antigen expressed on CTCs, and may be a useful system for the diagnosis of malignant tumors, including MM.
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Affiliation(s)
- Kazue Yoneda
- Second Department of Surgery, University of Occupational and Environmental Health, Kitakyushu, Fukuoka 807-8555, Japan
| | - Yasuhiro Chikaishi
- Second Department of Surgery, University of Occupational and Environmental Health, Kitakyushu, Fukuoka 807-8555, Japan
| | - Taiji Kuwata
- Second Department of Surgery, University of Occupational and Environmental Health, Kitakyushu, Fukuoka 807-8555, Japan
| | - Takashi Ohnaga
- Central Research Institute, Toyama Industrial Technology Center, Takaoka, Toyama 933-0981, Japan
| | - Fumihiro Tanaka
- Second Department of Surgery, University of Occupational and Environmental Health, Kitakyushu, Fukuoka 807-8555, Japan
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9
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Birnie KA, Prêle CM, Thompson PJ, Badrian B, Mutsaers SE. Targeting microRNA to improve diagnostic and therapeutic approaches for malignant mesothelioma. Oncotarget 2017; 8:78193-78207. [PMID: 29100460 PMCID: PMC5652849 DOI: 10.18632/oncotarget.20409] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2017] [Accepted: 08/04/2017] [Indexed: 12/14/2022] Open
Abstract
Malignant mesothelioma is an aggressive and often fatal cancer associated with asbestos exposure. The disease originates in the mesothelial lining of the serosal cavities, most commonly affecting the pleura. Survival rates are low as diagnosis often occurs at an advanced stage and current treatments are limited. Identifying new diagnostic and therapeutic targets for mesothelioma remains a priority, particularly for the new wave of victims exposed to asbestos through do-it-yourself renovations and in countries where asbestos is still mined and used. Recent advances have demonstrated a biological role for the small but powerful gene regulators microRNA (miRNA) in mesothelioma. A number of potential therapeutic targets have been identified. MiRNA have also become popular as potential biomarkers for mesothelioma due to their stable expression in bodily fluid and tissues. In this review, we highlight the current challenges associated with the diagnosis and treatment of mesothelioma and discuss how targeting miRNA may improve diagnostic, prognostic and therapeutic approaches.
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Affiliation(s)
- Kimberly A Birnie
- Institute for Respiratory Health, Centre for Respiratory Health, Harry Perkins Institute of Medical Research, QEII Medical Centre, School of Biomedical Sciences, University of Western Australia, Perth, Western Australia, Australia
| | - Cecilia M Prêle
- Institute for Respiratory Health, Centre for Respiratory Health, Harry Perkins Institute of Medical Research, QEII Medical Centre, School of Biomedical Sciences, University of Western Australia, Perth, Western Australia, Australia.,Centre for Cell Therapy and Regenerative Medicine, Harry Perkins Institute of Medical Research, QEII Medical Centre, School of Biomedical Sciences, University of Western Australia, Perth, Western Australia, Australia
| | - Philip J Thompson
- Institute for Respiratory Health, Centre for Respiratory Health, Harry Perkins Institute of Medical Research, QEII Medical Centre, School of Biomedical Sciences, University of Western Australia, Perth, Western Australia, Australia
| | - Bahareh Badrian
- Institute for Respiratory Health, Centre for Respiratory Health, Harry Perkins Institute of Medical Research, QEII Medical Centre, School of Biomedical Sciences, University of Western Australia, Perth, Western Australia, Australia
| | - Steven E Mutsaers
- Institute for Respiratory Health, Centre for Respiratory Health, Harry Perkins Institute of Medical Research, QEII Medical Centre, School of Biomedical Sciences, University of Western Australia, Perth, Western Australia, Australia.,Centre for Cell Therapy and Regenerative Medicine, Harry Perkins Institute of Medical Research, QEII Medical Centre, School of Biomedical Sciences, University of Western Australia, Perth, Western Australia, Australia
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10
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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: 28] [Impact Index Per Article: 4.0] [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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11
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Raiko I, Rihs HP, Gleichenhagen J, Sander I, Kollmeier J, Lehnert M, Brüning T, Johnen G. A recombinant polypeptide of the megakaryocyte potentiating factor is a potential biomarker in plasma for the detection of mesothelioma. Biochem Biophys Res Commun 2017; 486:526-532. [PMID: 28322788 DOI: 10.1016/j.bbrc.2017.03.077] [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: 02/20/2017] [Accepted: 03/16/2017] [Indexed: 10/19/2022]
Abstract
Malignant mesothelioma (MM) is a fatal disease mostly associated with asbestos exposure and difficult to detect by non-invasive methods. This study aimed to use recombinant fragments of the megakaryocyte potentiating factor (MPF) for the development of cost-effective MPF ELISAs. Three polypeptides spanning the MPF region (MPF1-148, MPF 34-288, MPF/MSLN254-400) were produced in E.coli as maltose-binding protein hybrids. After isolation, Factor Xa digest, and purification, the polypeptides were used for the generation of rabbit antibodies and development of ELISAs. Forty-one MM patients with known histological subtype before tumor-specific treatment and 70 asbestos-exposed individuals free of any cancer were matched according to age, gender, and smoking. Plasma of all subjects was tested with the three newly developed polyclonal antibody-based ELISAs and a commercial mesothelin assay (MESOMARK™). The latter differentiated patients (median concentration 1.95 nM) from controls (median 1.07 nM, p < 0.0001) and showed an area under curve (AUC) of 0.77 in receiver operating characteristics (ROC) analysis. Of the MPF variants, exclusively the ELISA based on antibodies against the MPF34-288 fragment displayed significantly (p = 0.0002) higher values in patients than in controls (median 1.61 nM versus 0.88 nM; AUC = 0.72). The combination of the MPF34-288 and mesothelin displayed an improved ROC performance (AUC = 0.80). The MPF34-288 ELISA could be a cost-effective and minimal-invasive contribution to support a diagnosis of mesothelioma, especially in regions with a limited medical care.
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Affiliation(s)
- Irina Raiko
- IPA - Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr-University Bochum, Germany
| | - Hans-Peter Rihs
- IPA - Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr-University Bochum, Germany.
| | - Jan Gleichenhagen
- IPA - Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr-University Bochum, Germany
| | - Ingrid Sander
- IPA - Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr-University Bochum, Germany
| | - Jens Kollmeier
- Lungenklinik Heckeshorn, HELIOS Clinic Emil von Behring, Berlin, Germany
| | - Martin Lehnert
- IPA - Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr-University Bochum, Germany
| | - Thomas Brüning
- IPA - Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr-University Bochum, Germany
| | - Georg Johnen
- IPA - Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr-University Bochum, Germany
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12
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Greening DW, Ji H, Chen M, Robinson BWS, Dick IM, Creaney J, Simpson RJ. Secreted primary human malignant mesothelioma exosome signature reflects oncogenic cargo. Sci Rep 2016; 6:32643. [PMID: 27605433 PMCID: PMC5015102 DOI: 10.1038/srep32643] [Citation(s) in RCA: 76] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Accepted: 08/11/2016] [Indexed: 02/07/2023] Open
Abstract
Malignant mesothelioma (MM) is a highly-aggressive heterogeneous malignancy, typically diagnosed at advanced stage. An important area of mesothelioma biology and progression is understanding intercellular communication and the contribution of the secretome. Exosomes are secreted extracellular vesicles shown to shuttle cellular cargo and direct intercellular communication in the tumour microenvironment, facilitate immunoregulation and metastasis. In this study, quantitative proteomics was used to investigate MM-derived exosomes from distinct human models and identify select cargo protein networks associated with angiogenesis, metastasis, and immunoregulation. Utilising bioinformatics pathway/network analyses, and correlation with previous studies on tumour exosomes, we defined a select mesothelioma exosomal signature (mEXOS, 570 proteins) enriched in tumour antigens and various cancer-specific signalling (HPGD/ENO1/OSMR) and secreted modulators (FN1/ITLN1/MAMDC2/PDGFD/GBP1). Notably, such circulating cargo offers unique insights into mesothelioma progression and tumour microenvironment reprogramming. Functionally, we demonstrate that oncogenic exosomes facilitate the migratory capacity of fibroblast/endothelial cells, supporting the systematic model of MM progression associated with vascular remodelling and angiogenesis. We provide biophysical and proteomic characterisation of exosomes, define a unique oncogenic signature (mEXOS), and demonstrate the regulatory capacity of exosomes in cell migration/tube formation assays. These findings contribute to understanding tumour-stromal crosstalk in the context of MM, and potential new diagnostic and therapeutic extracellular targets.
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Affiliation(s)
- David W. Greening
- Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, Victoria 3086, Australia
| | - Hong Ji
- Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, Victoria 3086, Australia
| | - Maoshan Chen
- Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, Victoria 3086, Australia
| | - Bruce W. S. Robinson
- National Centre for Asbestos Related Diseases, School of Medicine and Pharmacology, University of Western Australia, 6009, Australia
- Department of Respiratory Medicine, Sir Charles Gairdner Hospital, Perth, Western Australia, 6009, Australia
| | - Ian M. Dick
- National Centre for Asbestos Related Diseases, School of Medicine and Pharmacology, University of Western Australia, 6009, Australia
| | - Jenette Creaney
- National Centre for Asbestos Related Diseases, School of Medicine and Pharmacology, University of Western Australia, 6009, Australia
- Australian Mesothelioma Tissue Bank, Sir Charles Gairdner Hospital, Perth, Western Australia, 6009, Australia
| | - Richard J. Simpson
- Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, Victoria 3086, Australia
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13
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Diagnostic accuracy of epithelial membrane antigen for malignant effusions: a meta-analysis. Int J Biol Markers 2016; 31:e11-6. [PMID: 26743333 DOI: 10.5301/jbm.5000181] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/08/2015] [Indexed: 02/05/2023]
Abstract
BACKGROUND AND OBJECTIVES Body cavity fluid examination sometimes presents a diagnostic challenge in cytology practice. This meta-analysis was undertaken to comprehensively assess the diagnostic potential of epithelial membrane antigen (EMA) in malignant effusions. MATERIALS AND METHODS All relevant original articles about EMA in the diagnosis of malignant effusions published up to July 1, 2014 were retrieved. The overall sensitivity, specificity, positive and negative likelihood ratio, diagnostic odds ratio, and summary receiver operating characteristic (SROC) curve were pooled to evaluate the diagnostic value of EMA for malignant effusions using the Meta-Disc 1.4 and STATA 12.0 statistical software. RESULTS Eleven studies met the inclusion criteria for the meta-analysis and the summary estimates for EMA in the diagnosis of malignant effusions were as follows: sensitivity 0.9 (95% CI 0.83-0.87), specificity 0.87 (95% CI 0.96-0.99), positive likelihood ratio 5.8 (95% CI 15.59-36.37), negative likelihood ratio 0.15 (95% CI 0.07-0.20) and diagnostic odds ratio 52.63 (95% CI 20.91-132.49). The SROC curve indicated that the maximum joint sensitivity and specificity (Q-value) was 0.88; the area under the curve was 0.94. CONCLUSION The present meta-analysis indicated that EMA may be a useful diagnostic tool with good sensitivity and specificity for differentiating malignant effusions from benign effusions.
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Chew SH, Toyokuni S. Malignant mesothelioma as an oxidative stress-induced cancer: An update. Free Radic Biol Med 2015; 86:166-78. [PMID: 25975982 DOI: 10.1016/j.freeradbiomed.2015.05.002] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2014] [Revised: 04/10/2015] [Accepted: 05/01/2015] [Indexed: 10/23/2022]
Abstract
Malignant mesothelioma (MM) is a relatively rare cancer that occurs almost exclusively following respiratory exposure to asbestos in humans. Its pathogenesis is closely associated with iron overload and oxidative stress in mesothelial cells. On fiber exposure, mesothelial cells accumulate fibers simultaneously with iron, which either performs physical scissor function or catalyzes free radical generation, leading to oxidative DNA damage such as strand breaks and base modifications, followed by activation of intracellular signaling pathways. Chrysotile, per se without iron, causes massive hemolysis and further adsorbs hemoglobin. Exposure to indigestible foreign materials also induces chronic inflammation, involving consistent generation of free radicals and subsequent activation of NALP3 inflammasomes in macrophages. All of these contribute to mesothelial carcinogenesis. Genomic alterations most frequently involve homozygous deletion of INK4A/4B, and other pathways such as Hippo and TGF-β pathways are also affected in MM. Recently, analyses of familial MM sorted out BAP1 as a novel responsible tumor suppressor gene, whose function is not fully elucidated. Five-year survival of mesothelioma is still ~8%, and this cancer is increasing worldwide. Connective tissue growth factor, a secretory protein creating a vicious cycle mediated by β-catenin, has been recognized as a hopeful target for therapy, especially in sarcomatoid subtype. Recent research outcomes related to microRNAs and cancer stem cells also offer additional novel targets for the treatment of MM. Iron reduction as chemoprevention of mesothelioma is helpful at least in an animal preclinical study. Integrated approaches to fiber-induced oxidative stress would be necessary to overcome this currently fatal disease.
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Affiliation(s)
- Shan Hwu Chew
- Department of Pathology and Biological Responses, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya 466-8550, Japan
| | - Shinya Toyokuni
- Department of Pathology and Biological Responses, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya 466-8550, Japan.
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15
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Reid G. MicroRNAs in mesothelioma: from tumour suppressors and biomarkers to therapeutic targets. J Thorac Dis 2015; 7:1031-40. [PMID: 26150916 DOI: 10.3978/j.issn.2072-1439.2015.04.56] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2015] [Accepted: 04/20/2015] [Indexed: 12/13/2022]
Abstract
Malignant mesothelioma remains a difficult proposition in the clinic, with few accurate molecular markers available to guide diagnosis and patient management, and a dearth of effective treatments. Recent evidence implicates microRNAs-short non-coding RNAs involved in post-transcriptional regulation of gene expression-in mesothelioma biology. Emerging evidence suggests that exploring aberrant microRNA expression will not only improve our understanding of the disease, but will also lead to the identification of new molecular biomarkers and therapeutic targets.
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Affiliation(s)
- Glen Reid
- 1 Asbestos Diseases Research Institute (ADRI); 2 Sydney Medical School, University of Sydney, Sydney, Australia
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16
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Bedrossian CWM. An update on pleuro-pulmonary cytopathology: Part i: Cytological diagnosis of mesothelioma and molecular cytology of lung cancer with an historical perspective. Diagn Cytopathol 2015; 43:513-26. [PMID: 26100968 DOI: 10.1002/dc.23298] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
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17
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Parodi S, Filiberti R, Marroni P, Libener R, Ivaldi GP, Mussap M, Ferrari E, Manneschi C, Montani E, Muselli M. Differential diagnosis of pleural mesothelioma using Logic Learning Machine. BMC Bioinformatics 2015; 16 Suppl 9:S3. [PMID: 26051106 PMCID: PMC4464205 DOI: 10.1186/1471-2105-16-s9-s3] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Tumour markers are standard tools for the differential diagnosis of cancer. However, the occurrence of nonspecific symptoms and different malignancies involving the same cancer site may lead to a high proportion of misclassifications. Classification accuracy can be improved by combining information from different markers using standard data mining techniques, like Decision Tree (DT), Artificial Neural Network (ANN), and k-Nearest Neighbour (KNN) classifier. Unfortunately, each method suffers from some unavoidable limitations. DT, in general, tends to show a low classification performance, whereas ANN and KNN produce a "black-box" classification that does not provide biological information useful for clinical purposes. METHODS Logic Learning Machine (LLM) is an innovative method of supervised data analysis capable of building classifiers described by a set of intelligible rules including simple conditions in their antecedent part. It is essentially an efficient implementation of the Switching Neural Network model and reaches excellent classification accuracy while keeping low the computational demand. LLM was applied to data from a consecutive cohort of 169 patients admitted for diagnosis to two pulmonary departments in Northern Italy from 2009 to 2011. Patients included 52 malignant pleural mesotheliomas (MPM), 62 pleural metastases (MTX) from other tumours and 55 benign diseases (BD) associated with pleurisies. Concentration of three tumour markers (CEA, CYFRA 21-1 and SMRP) was measured in the pleural fluid of each patient and a cytological examination was also carried out. The performance of LLM and that of three competing methods (DT, KNN and ANN) was assessed by leave-one-out cross-validation. RESULTS LLM outperformed all other considered methods. Global accuracy was 77.5% for LLM, 72.8% for DT, 54.4% for KNN, and 63.9% for ANN, respectively. In more details, LLM correctly classified 79% of MPM, 66% of MTX and 89% of BD. The corresponding figures for DT were: MPM = 83%, MTX = 55% and BD = 84%; for KNN: MPM = 58%, MTX = 45%, BD = 62%; for ANN: MPM = 71%, MTX = 47%, BD = 76%. Finally, LLM provided classification rules in a very good agreement with a priori knowledge about the biological role of the considered tumour markers. CONCLUSIONS LLM is a new flexible tool potentially useful for the differential diagnosis of pleural mesothelioma.
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Affiliation(s)
- Stefano Parodi
- Institute of Electronics, Computer and Telecommunication Engineering, National Research Council of Italy, Via De Marini, 6, 16149 Genoa, Italy
| | - Rosa Filiberti
- Epidemiology, Biostatistics and Clinical Trials, IRCCS AOU San Martino-IST, L.go R. Benzi, 10, 16132 Genoa, Italy
| | - Paola Marroni
- Laboratory Medicine Service, IRCCS AOU San Martino-IST, L.go R. Benzi, 10, 16132 Genoa, Italy
| | - Roberta Libener
- Pathology Unit, Azienda Ospedaliera Nazionale SS. Antonio e Biagio e Cesare Arrigo, Via Venezia 16, 15121 Alessandria, Italy
| | | | - Michele Mussap
- Laboratory Medicine Service, IRCCS AOU San Martino-IST, L.go R. Benzi, 10, 16132 Genoa, Italy
| | | | - Chiara Manneschi
- Institute of Electronics, Computer and Telecommunication Engineering, National Research Council of Italy, Via De Marini, 6, 16149 Genoa, Italy
| | - Erika Montani
- Institute of Electronics, Computer and Telecommunication Engineering, National Research Council of Italy, Via De Marini, 6, 16149 Genoa, Italy
| | - Marco Muselli
- Institute of Electronics, Computer and Telecommunication Engineering, National Research Council of Italy, Via De Marini, 6, 16149 Genoa, Italy
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18
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Nickell LT, Lichtenberger JP, Khorashadi L, Abbott GF, Carter BW. Multimodality Imaging for Characterization, Classification, and Staging of Malignant Pleural Mesothelioma. Radiographics 2014; 34:1692-706. [DOI: 10.1148/rg.346130089] [Citation(s) in RCA: 74] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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19
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Liu Z, Zhang Y, Niu Y, Li K, Liu X, Chen H, Gao C. A systematic review and meta-analysis of diagnostic and prognostic serum biomarkers of colorectal cancer. PLoS One 2014; 9:e103910. [PMID: 25105762 PMCID: PMC4126674 DOI: 10.1371/journal.pone.0103910] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2013] [Accepted: 07/08/2014] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Our systematic review summarizes the evidence concerning the accuracy of serum diagnostic and prognostic tests for colorectal cancer (CRC). METHODS The databases MEDLINE and EMBASE were searched iteratively to identify the relevant literature for serum markers of CRC published from 1950 to August 2012. The articles that provided adequate information to meet the requirements of the meta-analysis of diagnostic and prognostic markers were included. A 2-by-2 table of each diagnostic marker and its hazard ratio (HR) and the confidence interval (CI) of each prognostic marker was directly or indirectly extracted from the included papers, and the pooled sensitivity and specificity of the diagnostic marker and the pooled HR and the CI of the prognostic marker were subsequently calculated using the extracted data. RESULTS In total, 104 papers related to the diagnostic markers and 49 papers related to the prognostic serum markers of CRC were collected, and only 19 of 92 diagnostic markers were investigated in more than two studies, whereas 21 out of 44 prognostic markers were included in two or more studies. All of the pooled sensitivities of the diagnostic markers with > = 3 repetitions were less than 50%, and the meta-analyses of the prognostic markers with more than 3 studies were performed, VEGF with highest (2.245, CI: 1.347-3.744) and MMP-7 with lowest (1.099, CI: 1.018-1.187)) pooled HRs are presented. CONCLUSIONS The quality of studies addressing the diagnostic and prognostic accuracy of the tests was poor, and the results were highly heterogeneous. The poor characteristics indicate that these tests are of little value for clinical practice.
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Affiliation(s)
- Zhongyu Liu
- Anal-Colorectal Surgery Institute, Central Hospital of PLA, Luoyang, Henan, China
| | - Yingchong Zhang
- Chengdu Municipal Centers for Disease Control & Prevention, Chengdu, China
| | - Yulong Niu
- College of Life Science, Sichuan University, Chengdu, China
| | - Ke Li
- Anal-Colorectal Surgery Institute, Central Hospital of PLA, Luoyang, Henan, China
| | - Xin Liu
- Anal-Colorectal Surgery Institute, Central Hospital of PLA, Luoyang, Henan, China
| | - Huijuan Chen
- Anal-Colorectal Surgery Institute, Central Hospital of PLA, Luoyang, Henan, China
| | - Chunfang Gao
- Anal-Colorectal Surgery Institute, Central Hospital of PLA, Luoyang, Henan, China
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20
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Diagnostic and prognostic value of soluble syndecan-1 in pleural malignancies. BIOMED RESEARCH INTERNATIONAL 2014; 2014:419853. [PMID: 25147801 PMCID: PMC4131558 DOI: 10.1155/2014/419853] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2014] [Accepted: 06/30/2014] [Indexed: 01/08/2023]
Abstract
Background. The distinction between malignant and benign pleural effusions is a diagnostic challenge today and measuring soluble biomarkers could add to the diagnostic accuracy. Syndecan-1 is a proteoglycan involved in various cellular functions and is cleaved from the cell surface in a regulated manner. The shed fragment, which can be recovered in effusion supernatant and in serum, retains its binding capacities, but often with different functions and signalling properties than the cell-bound form. Aim. This study aimed to investigate the diagnostic and prognostic value of soluble syndecan-1 in pleural effusions and sera from patients with pleural malignancies. Study Design. Using two cohorts of patients, we assessed the diagnostic and prognostic value of soluble syndecan-1 in pleural effusions and sera, using enzyme-linked immunosorbent assays. Results. In pleural effusions, syndecan-1 distinguished malignant and benign diseases, with an odds ratio of 8.59 (95% CI 3.67 to 20.09). Furthermore, syndecan-1 in pleural effusions predicted a survival difference for patients with pleural metastatic disease and malignant mesothelioma of 11.2 and 9.2 months, respectively. However, no such effects were seen when syndecan-1 was measured in serum. Conclusion. Soluble syndecan-1 is a promising candidate biomarker for the cytopathological diagnosis and prognostication of malignant pleural effusions.
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21
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Li D, Wang B, Hu Q, Shen Y, Xu D, Wang T, Wen F. Diagnostic accuracy of MOC-31 for malignant effusions: a meta-analysis. Tumour Biol 2014; 35:6003-9. [DOI: 10.1007/s13277-014-1795-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2013] [Accepted: 02/25/2014] [Indexed: 01/06/2023] Open
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Cui A, Jin XG, Zhai K, Tong ZH, Shi HZ. Diagnostic values of soluble mesothelin-related peptides for malignant pleural mesothelioma: updated meta-analysis. BMJ Open 2014; 4:e004145. [PMID: 24566531 PMCID: PMC3939651 DOI: 10.1136/bmjopen-2013-004145] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
OBJECTIVE Although the values of soluble mesothelin-related peptides (SMRPs), including mesothelin and megakaryocyte potentiating factor, in serum and/or pleural fluid for diagnosing malignant pleural mesothelioma (MPM) have been extensively studied, the exact diagnostic accuracy of these SMRPs remains controversial. The purpose of the present meta-analysis is to update the overall diagnostic accuracy of SMRPs in serum and, furthermore, to establish diagnostic accuracy of SMRPs in pleural fluid for MPM. DESIGN Systematic review and meta-analysis. METHODS A total of 30 articles of diagnostic studies were included in the current meta-analysis. Sensitivity, specificity and other measures of accuracy of SMRPs in serum and pleural fluid for the diagnosis of MPM were pooled using random effects models. Summary receiver operating characteristic curves were used to summarise overall test performance. RESULTS The summary estimates of sensitivity, specificity, positive likelihood ratio, negative likelihood ratio and diagnostic OR were 0.61, 0.87, 5.71, 0.43 and 14.43, respectively, for serum and 0.79, 0.85, 4.78, 0.30 and 19.50, respectively, for pleural fluid. It was also found that megakaryocyte potentiating factor in serum had a superior diagnostic accuracy compared with mesothelin for MPM. CONCLUSIONS SMRPs in both serum and pleural fluid are helpful markers for diagnosing MPM with similar diagnostic accuracy. The negative results of SMRP determinations are not sufficient to exclude non-MPM, and the positive test results indicate that further invasive diagnostic steps might be necessary for the diagnosis of MPM.
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Affiliation(s)
- Ai Cui
- Department of Respiratory and Critical Care Medicine, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Xiao-Guang Jin
- Department of Respiratory and Critical Care Medicine, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Kan Zhai
- Center of Medical Research, Beijing Institute of Respiratory Diseases, Beijing, China
| | - Zhao-Hui Tong
- Department of Respiratory and Critical Care Medicine, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Huan-Zhong Shi
- Department of Respiratory and Critical Care Medicine, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
- Center of Medical Research, Beijing Institute of Respiratory Diseases, Beijing, China
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23
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Mundt F, Johansson HJ, Forshed J, Arslan S, Metintas M, Dobra K, Lehtiö J, Hjerpe A. Proteome screening of pleural effusions identifies galectin 1 as a diagnostic biomarker and highlights several prognostic biomarkers for malignant mesothelioma. Mol Cell Proteomics 2013; 13:701-15. [PMID: 24361865 PMCID: PMC3945903 DOI: 10.1074/mcp.m113.030775] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Malignant mesothelioma is an aggressive asbestos-induced cancer, and affected patients have a median survival of approximately one year after diagnosis. It is often difficult to reach a conclusive diagnosis, and ancillary measurements of soluble biomarkers could increase diagnostic accuracy. Unfortunately, few soluble mesothelioma biomarkers are suitable for clinical application. Here we screened the effusion proteomes of mesothelioma and lung adenocarcinoma patients to identify novel soluble mesothelioma biomarkers. We performed quantitative mass-spectrometry-based proteomics using isobaric tags for quantification and used narrow-range immobilized pH gradient/high-resolution isoelectric focusing (pH 4–4.25) prior to analysis by means of nano liquid chromatography coupled to MS/MS. More than 1,300 proteins were identified in pleural effusions from patients with malignant mesothelioma (n = 6), lung adenocarcinoma (n = 6), or benign mesotheliosis (n = 7). Data are available via ProteomeXchange with identifier PXD000531. The identified proteins included a set of known mesothelioma markers and proteins that regulate hallmarks of cancer such as invasion, angiogenesis, and immune evasion, plus several new candidate proteins. Seven candidates (aldo-keto reductase 1B10, apolipoprotein C-I, galectin 1, myosin-VIIb, superoxide dismutase 2, tenascin C, and thrombospondin 1) were validated by enzyme-linked immunosorbent assays in a larger group of patients with mesothelioma (n = 37) or metastatic carcinomas (n = 25) and in effusions from patients with benign, reactive conditions (n = 16). Galectin 1 was identified as overexpressed in effusions from lung adenocarcinoma relative to mesothelioma and was validated as an excellent predictor for metastatic carcinomas against malignant mesothelioma. Galectin 1, aldo-keto reductase 1B10, and apolipoprotein C-I were all identified as potential prognostic biomarkers for malignant mesothelioma. This analysis of the effusion proteome furthers our understanding of malignant mesothelioma, identified galectin 1 as a potential diagnostic biomarker, and highlighted several possible prognostic biomarkers of this disease.
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Affiliation(s)
- Filip Mundt
- Department of Laboratory Medicine, Division of Pathology, Karolinska Institutet, Stockholm, Sweden SE-141 86
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Yoneda K, Tanaka F, Kondo N, Hashimoto M, Takuwa T, Matsumoto S, Okumura Y, Tsubota N, Sato A, Tsujimura T, Kuribayashi K, Fukuoka K, Tabata C, Nakano T, Hasegawa S. Circulating tumor cells (CTCs) in malignant pleural mesothelioma (MPM). Ann Surg Oncol 2013; 21 Suppl 4:S472-80. [PMID: 24306661 DOI: 10.1245/s10434-013-3399-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2013] [Indexed: 01/04/2023]
Abstract
PURPOSE To investigate the diagnostic and prognostic value of circulating tumor cells (CTCs), a potential surrogate of micrometastasis, in malignant pleural mesothelioma (MPM). METHODS We prospectively evaluated CTCs in 7.5 mL of peripheral blood sampled from patients with a suspicion of MPM. A semiautomated system was used to capture CTCs with an antibody against the epithelial cell adhesion molecule. RESULTS Of 136 eligible patients, 32 were finally diagnosed with nonmalignant diseases (NM), and 104 had MPM. CTCs were detected in 32.7 % (34 of 104) of MPM patients but in only 9.4 % (3 of 32) of NM patients (P = 0.011). The CTC count was significantly higher in MPM patients than in NM patients (P = 0.007), and a receiver operating characteristic (ROC) curve analysis showed an insufficient capability of the CTC test in discrimination between MPM and NM, with an area under ROC curve of 0.623 (95 % confidence interval, 0.523-0.723; P = 0.036). Among MPM patients, CTCs were more frequently detected in patients with epithelioid subtype (39.7 %, 31 of 78) than in those with nonepithelioid subtypes (11.5 %, 3 of 26; P = 0.016). Positive CTCs (CTC count ≥ 1) were a significant factor to predict a poor prognosis among epithelioid patients (median overall survival, 22.3 months for positive CTCs vs. 12.6 months for negative CTCs; P = 0.004) and not in nonepithelioid patients (P = 0.649). A multivariate analysis showed that positive CTCs were a significant and independent factor to predict a poor prognosis (hazard ratio, 2.904; 95 % confidence interval, 1.530-5.511; P = 0.001) for epithelioid MPM patients. CONCLUSIONS CTC was a promising marker in diagnosis and prediction of prognosis in MPM, especially in epithelioid MPM.
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Affiliation(s)
- Kazue Yoneda
- Department of Thoracic Surgery, Hyogo College of Medicine, Nishinomiya, Japan
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van Zandwijk N, Clarke C, Henderson D, Musk AW, Fong K, Nowak A, Loneragan R, McCaughan B, Boyer M, Feigen M, Currow D, Schofield P, Nick Pavlakis BI, McLean J, Marshall H, Leong S, Keena V, Penman A. Guidelines for the diagnosis and treatment of malignant pleural mesothelioma. J Thorac Dis 2013; 5:E254-307. [PMID: 24416529 PMCID: PMC3886874 DOI: 10.3978/j.issn.2072-1439.2013.11.28] [Citation(s) in RCA: 81] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2013] [Accepted: 11/25/2013] [Indexed: 12/24/2022]
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Muraoka T, Soh J, Toyooka S, Aoe K, Fujimoto N, Hashida S, Maki Y, Tanaka N, Shien K, Furukawa M, Yamamoto H, Asano H, Tsukuda K, Kishimoto T, Otsuki T, Miyoshi S. The degree of microRNA-34b/c methylation in serum-circulating DNA is associated with malignant pleural mesothelioma. Lung Cancer 2013; 82:485-90. [DOI: 10.1016/j.lungcan.2013.09.017] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2013] [Revised: 09/18/2013] [Accepted: 09/29/2013] [Indexed: 10/26/2022]
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Fukuoka K, Kuribayashi K, Yamada S, Tamura K, Tabata C, Nakano T. Combined serum mesothelin and carcinoembryonic antigen measurement in the diagnosis of malignant mesothelioma. Mol Clin Oncol 2013; 1:942-948. [PMID: 24649274 PMCID: PMC3915672 DOI: 10.3892/mco.2013.175] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2013] [Accepted: 08/01/2013] [Indexed: 02/03/2023] Open
Abstract
Malignant mesothelioma (MM) is a highly aggressive tumor associated with asbestos exposure. The identification of a marker specific for MM may be of considerable value for the early detection of this tumor and may be used in particular to screen groups with a history of asbestos exposure. The aim of this study was to evaluate serum soluble mesothelin-related peptide (SMRP) levels as a diagnostic marker for MM and investigate whether its diagnostic value is enhanced by combination with other biomarkers. Serum SMRP levels were measured using a quantitative enzyme-linked immunosorbent assay in 96 patients with MM, 55 patients with lung cancer and 39 individuals with a history of asbestos exposure. Receiver operating characteristic curves were constructed for performance evaluation. Stepwise logistic regression analysis was used to select marker combinations (MCs). Serum SMRP levels in patients with MM were significantly higher compared to those in the other groups (P<0.001). The sensitivity of SMRP levels in diagnosing MM was 56% and its specificity for MM vs. lung cancer and individuals with asbestos exposure was 87 and 92%, respectively. The area under the curve (AUC) was 0.76 [95% confidence interval (CI): 0.68-0.83] for the differentiation between MM and lung cancer and 0.78 (95% CI: 0.71-0.86) for the differentiation between MM and individuals with asbestos exposure. For the MC of presence of effusion, SMRP and carcinoembryonic antigen (CEA) levels, the AUC for the differentiation between MM and lung cancer (0.92; 95% CI: 0.88-0.97) and the differentiation between MM and individuals with asbestos exposure (0.93; 95% CI: 0.87-1.0) was significantly higher compared to that for SMRP alone (P=0.0001 and 0.0058, respectively). While the specificity of this MC was comparable to SMRP alone, its sensitivity was ∼20% higher compared to that of SMRP alone. Therefore, combining SMRP and CEA improves the diagnostic performance of SMRP alone. A combination of serum biomarkers, including SMRP, may facilitate the non-invasive diagnosis of MM.
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Affiliation(s)
- Kazuya Fukuoka
- Cancer Center, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Hyogo 663-8501; ; Division of Respiratory Medicine, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Hyogo 663-8501
| | - Kozo Kuribayashi
- Department of Respiratory Medicine, Murakami Memorial Hospital, Asahi University, Gifu, Gifu 500-8523, Japan
| | - Shusai Yamada
- Division of Respiratory Medicine, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Hyogo 663-8501
| | - Kunihiro Tamura
- Division of Respiratory Medicine, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Hyogo 663-8501
| | - Chiharu Tabata
- Division of Respiratory Medicine, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Hyogo 663-8501
| | - Takashi Nakano
- Cancer Center, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Hyogo 663-8501; ; Division of Respiratory Medicine, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Hyogo 663-8501
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Identification of novel autoantibodies for detection of malignant mesothelioma. PLoS One 2013; 8:e72458. [PMID: 23977302 PMCID: PMC3747111 DOI: 10.1371/journal.pone.0072458] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2013] [Accepted: 07/11/2013] [Indexed: 12/16/2022] Open
Abstract
Background The malignant mesothelioma (MM) survival rate has been hampered by the lack of efficient and accurate early detection methods. The immune system may detect the early changes of tumor progression by responding with tumor-associated autoantibody production. Hence, in this study, we translated the humoral immune response to cancer proteins into a potential blood test for MM. Methodology/Principal Findings A T7 phage MM cDNA library was constructed using MM tumor tissues and biopanned for tumor-associated antigens (TAAs) using pooled MM patient and normal serum samples. About 1008 individual phage TAA clones from the biopanned library were subjected to protein microarray construction and tested with 53 MM and 52 control serum samples as a training group. Nine candidate autoantibody markers were selected from the training group using Tclass system and logistic regression statistical analysis, which achieved 94.3% sensitivity and 90.4% specificity with an AUC value of 0.89 in receiver operating characteristic analysis. The classifier was further evaluated with 50 patient and 50 normal serum samples as an independent blind validation, and the sensitivity of 86.0% and the specificity of 86.0% were obtained with an AUC of 0.82. Sequencing and BLASTN analysis of the classifier revealed that five of these nine candidate markers were found to have strong homology to cancer related proteins (PDIA6, MEG3, SDCCAG3, IGHG3, IGHG1). Conclusions/Significance Our results indicated that using a panel of 9 autoantibody markers presented a promising accuracy for MM detection. Although the results need further validation in high-risk groups, they provided the potentials in developing a serum-based assay for MM diagnosis.
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Combination of Mesothelin and CEA Significantly Improves the Differentiation between Malignant Pleural Mesothelioma, Benign Asbestos Disease, and Lung Cancer. J Thorac Oncol 2013; 8:947-51. [DOI: 10.1097/jto.0b013e31828f696b] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Buikhuisen WA, Burgers JA, Vincent AD, Korse CM, van Klaveren RJ, Schramel FMNH, Pavlakis N, Nowak AK, Custers FLJ, Schouwink JH, Gans SJM, Groen HJM, Strankinga WFM, Baas P. Thalidomide versus active supportive care for maintenance in patients with malignant mesothelioma after first-line chemotherapy (NVALT 5): an open-label, multicentre, randomised phase 3 study. Lancet Oncol 2013; 14:543-51. [DOI: 10.1016/s1470-2045(13)70125-6] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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Filiberti R, Parodi S, Libener R, Ivaldi GP, Canessa PA, Ugolini D, Bobbio B, Marroni P. Diagnostic value of mesothelin in pleural fluids: comparison with CYFRA 21-1 and CEA. Med Oncol 2013; 30:543. [PMID: 23532816 DOI: 10.1007/s12032-013-0543-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2013] [Accepted: 03/13/2013] [Indexed: 12/17/2022]
Abstract
CYFRA 21-1 and CEA have been applied for the differential diagnosis of malignant pleural mesothelioma (MPM). The soluble mesothelin-related peptide (SMRP) has been proposed as a specific marker for distinguishing MPM from benign diseases and other malignancies in pleural effusions (PEs). In this study, we evaluated the usefulness of SMRP in PEs in the detection of mesotheliomas by comparing it with that of CYFRA 21-1, CEA, and with cytological examination. One hundred and seventy-seven consecutive patients (57 MPM, 64 metastatic tumors, and 56 benign diseases) were evaluated using commercial tests. The performance of the markers was analyzed by standard ROC analysis methods, using the area under a ROC curve (AUC) as a measure of accuracy. CYFRA 21-1 better differentiated malignant from benign effusions. The corresponding area under the receiver operating characteristic curve was 0.87, while it was 0.74 for SMRP and 0.64 for CEA (p < 0.001). Conversely, SMRP differentiated MPM from all other PEs better than both CYFRA 21-1 and CEA (AUC = 0.84, 0.76, and 0.32, respectively, p = 0.003). Low levels of CEA were associated with a MPM diagnosis. The AUC for differentiating MPM from metastases was 0.81 for SMRP, 0.61 for CYFRA 21-1, and 0.20 for CEA (p < 0.001). In cases with negative or suspicious cytology, SMRP and CYFRA 21-1 identified 36/71 and 46/66 malignant PEs (29 and 31 MPM, respectively). Only 1 MPM showed a high CEA concentration. No single marker showed the best performance in any comparison. Results suggest that SMRP could improve CYFRA 21-1 and CEA accuracy in the differential diagnosis of MPM.
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MESH Headings
- Aged
- Aged, 80 and over
- Antigens, Neoplasm/biosynthesis
- Antigens, Neoplasm/chemistry
- Biomarkers, Tumor/biosynthesis
- Biomarkers, Tumor/chemistry
- Diagnosis, Differential
- Female
- GPI-Linked Proteins/biosynthesis
- GPI-Linked Proteins/chemistry
- Humans
- Keratin-19/biosynthesis
- Keratin-19/chemistry
- Lung Neoplasms/chemistry
- Lung Neoplasms/diagnosis
- Lung Neoplasms/metabolism
- Male
- Mesothelin
- Mesothelioma/chemistry
- Mesothelioma/diagnosis
- Mesothelioma/metabolism
- Mesothelioma, Malignant
- Middle Aged
- Pleural Effusion, Malignant/diagnosis
- Pleural Effusion, Malignant/metabolism
- Receptors, Cell Surface/biosynthesis
- Receptors, Cell Surface/chemistry
- Receptors, Cell Surface/metabolism
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Affiliation(s)
- Rosa Filiberti
- Epidemiology, Biostatistics and Clinical Trials, IRCCS AOU San Martino-IST, Largo R. Benzi, 10, Genoa 16132, Italy.
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Kaleta EJ, Tolan NV, Ness KA, O'Kane D, Algeciras-Schimnich A. CEA, AFP and CA 19-9 analysis in peritoneal fluid to differentiate causes of ascites formation. Clin Biochem 2013; 46:814-8. [PMID: 23454392 DOI: 10.1016/j.clinbiochem.2013.02.010] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2012] [Revised: 02/14/2013] [Accepted: 02/16/2013] [Indexed: 12/27/2022]
Abstract
OBJECTIVES Tumor marker analysis in ascites has been proposed as a measure to aid in the diagnosis of malignancy. The objectives of this study were to establish tumor marker cut-offs and determine the diagnostic performance of measuring CEA, CA 19-9 and AFP in ascites for differentiating between non-malignant and malignant etiologies. DESIGN AND METHODS Ascites from 137 patients (83 non-malignant, 54 malignant) was assayed for CEA, CA 19-9 and AFP concentrations by immunoassay. Diagnostic cut-offs were established via ROC curve analysis. Performance was compared to cytology findings and patient history following medical chart review. Analysis based on cytological findings in combination with tumor marker testing, as well as subset analysis by tumor marker secretion was also performed. RESULTS Concentrations of CEA, CA 19-9 and AFP were significantly higher in patients with malignant ascites versus non-malignant etiologies. The diagnostic cut-off, sensitivity and specificity for CEA were 3.5 ng/mL, 31% and 95%, respectively; for CA 19-9 were 72 U/mL, 30% and 95%; and for AFP were 5 ng/mL, 17% and 95%. Using cytological findings in conjunction with tumor marker results improved the sensitivity of CEA, CA 19-9 and AFP to 57.4%, 64.8%, and 59.3%, respectively. Improvement in sensitivity was seen when subset analysis by causative malignancy was performed. CONCLUSIONS Tumor marker analysis in ascites, especially in subset analysis by type of malignancy, demonstrated utility for differentiating non-malignant from malignant etiologies. This analysis should not replace cytology, but offers potential for differentiation in situations where cytology is inconclusive, or in patients with suspected malignancies known to secrete these markers.
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Affiliation(s)
- Erin J Kaleta
- Division of Clinical Biochemistry and Immunology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
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Legal claims for malignant mesothelioma: dealing with all cases. Lung Cancer 2013; 80:153-8. [PMID: 23415607 DOI: 10.1016/j.lungcan.2013.01.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2012] [Revised: 01/17/2013] [Accepted: 01/18/2013] [Indexed: 11/22/2022]
Abstract
BACKGROUND Apart of medical reasons, a definitive diagnosis of malignant mesothelioma may be required as a basis for a claim of financial compensation although a pathological source of conclusive evidence is missing. Clinical assessment of all available data is then the only option to come to a final conclusion. We evaluated the diagnostic work-up of a large cohort of Dutch patients who applied for financial compensation due to mesothelioma. We determined how often a pathological or clinical diagnosis can be made, and which factors are associated with making the final diagnosis malignant mesothelioma. METHODS A flow diagram of the diagnostic work-up was constructed for patients that applied to the Dutch institute for asbestos victims between 2005 and 2008 (N=1498). Both pathological and clinical factors that may influence the diagnostic outcome were assessed. RESULTS In 97 of the 1498 patients (6%) no pathologic diagnosis could be established because of an uncertain diagnosis (N=54), inadequate (N=22) or unavailable tumor samples (N=21). A final pathological diagnosis of malignant mesothelioma could most often be made when biopsy samples were available compared to those in whom only cytological material was available. In patients in who no conclusive diagnosis could be made, clinical assessment was performed. Eighty percent of patients (66/83) who were clinically assessed were considered to have mesothelioma. None of the clinical features analyzed were strongly associated with a confirmed diagnosis of malignant mesothelioma. DISCUSSION Our study shows that only in a small number of the patients who applied no pathologic diagnosis could be obtained. Based on judgment of clinical experts in the majority of these cases a near to certain diagnosis could be made. Moreover, it is reasonable to obtain biopsy material from patients to increase the chance to obtain a confirmed diagnosis. Therefore, it is important to refer patients early for diagnostic procedures.
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Abstract
Although distinguishing transudates from exudates through the Light criteria is still considered a pragmatic first step in the diagnostic work-up of pleural effusions, the measurement of various pleural fluid biomarkers may aid in the identification of common and specific entities, such as heart failure (natriuretic peptides), tuberculosis (adenosine deaminase), malignancy (mesothelin, fibulin-3, immunocytochemical stains), or bacterial pleural infections (C-reactive protein). The use of these biomarkers is currently encouraged as a routine diagnostic procedure.
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Affiliation(s)
- José M Porcel
- Pleural Diseases Unit, Department of Internal Medicine, Arnau de Vilanova University Hospital, Biomedical Research Institute of Lleida, Avda Alcalde Rovira Roure 80, Lleida 25198, Spain.
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A potential therapeutic strategy for malignant mesothelioma with gene medicine. BIOMED RESEARCH INTERNATIONAL 2013; 2013:572609. [PMID: 23484132 PMCID: PMC3581274 DOI: 10.1155/2013/572609] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/12/2012] [Revised: 12/25/2012] [Accepted: 12/25/2012] [Indexed: 12/29/2022]
Abstract
Malignant mesothelioma, closely linked with occupational asbestos exposure, is relatively rare in the frequency, but the patient numbers are going to increase in the next few decades all over the world. The current treatment modalities are not effective in terms of the overall survival and the quality of life. Mesothelioma mainly develops in the thoracic cavity and infrequently metastasizes to extrapleural organs. A local treatment can thereby be beneficial to the patients, and gene therapy with an intrapleural administration of vectors is one of the potential therapeutics. Preclinical studies demonstrated the efficacy of gene medicine for mesothelioma, and clinical trials with adenovirus vectors showed the safety of an intrapleural injection and a possible involvement of antitumor immune responses. Nevertheless, low transduction efficiency remains the main hurdle that hinders further clinical applications. Moreover, rapid generation of antivector antibody also inhibits transgene expressions. In this paper, we review the current status of preclinical and clinical gene therapy for malignant mesothelioma and discuss potential clinical directions of gene medicine in terms of a combinatory use with anticancer agents and with immunotherapy.
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Filiberti R, Marroni P, Mencoboni M, Mortara V, Caruso P, Cioè A, Michelazzi L, Merlo DF, Bruzzone A, Bobbio B, Del Corso L, Galli R, Taveggia P, Dini G, Spigno F. Individual predictors of increased serum mesothelin in asbestos-exposed workers. Med Oncol 2013; 30:422. [DOI: 10.1007/s12032-012-0422-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2012] [Accepted: 10/31/2012] [Indexed: 12/01/2022]
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Abstract
Although the treatment of malignant pleural mesothelioma has been refined during the past two decades, overall survival from this rather uncommon disease is still extremely poor. Here we review the current multimodal diagnostic and treatment options for patients with mesothelioma and discuss promising new experimental concepts in this disease.
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Affiliation(s)
- David D Shersher
- Thoracic Oncology Program, Rush University Medical Center, Chicago, IL 60612, USA
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Yoneda K, Tanaka F, Kondo N, Orui H, Hashimoto M, Takuwa T, Matsumoto S, Okumura Y, Tsubota N, Sato A, Tsujimura T, Kuribayashi K, Fukuoka K, Nakano T, Hasegawa S. Circulating endothelial cell (CEC) as a diagnostic and prognostic marker in malignant pleural mesothelioma (MPM). Ann Surg Oncol 2012; 19:4229-37. [PMID: 22825770 DOI: 10.1245/s10434-012-2506-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2012] [Indexed: 11/18/2022]
Abstract
BACKGROUND The purpose of this study was to investigate the diagnostic and prognostic value of circulating endothelial cell (CEC), a potential surrogate of tumor angiogenesis, in malignant pleural mesothelioma (MPM). METHODS We prospectively evaluated CEC count in 4.0 mL of peripheral blood sampled from patients with a suspicion of MPM. An automated system was used to capture CECs with an anti-CD146 antibody. RESULTS Of 109 eligible patients, 30 were finally diagnosed with non-malignant diseases, and 79 were with MPM. CEC count was significantly higher in MPM patients than in NM patients (mean CEC count, 120.3 and 39.9, respectively; P = 0.001), and a receiver operating characteristic (ROC) curve analysis showed that CEC provided a significant diagnostic performance in discrimination between MPM and nonmalignant diseases with an area under curve (AUC-ROC) of 0.700 (95 % confidence interval [95 % CI], 0.595-0.806; P = 0.001). Among MPM patients, CEC count was positively correlated with intratumoral microvessel density (MVD), a measurement of tumor angiogenesis (Spearman correlation coefficiency [r] = 0.444; P = 0.001). Higher CEC count (>50) was significantly associated with a poor prognosis (median overall survival, 11.4 months [95 % CI, 7.6-15.2] for higher CEC count patients versus 20.1 months [95 % CI, 16.0-24.2] for lower CEC count patients; P = 0.028). A multivariate analysis showed that higher CEC count was a significant and independent factor to predict a poor prognosis (hazard ratio [HR], 2.24, [95 % CI, 1.24-4.43]; P = 0.009). CONCLUSIONS CEC, as a surrogate of tumor angiogenesis, was a promising marker in diagnosis and prediction of prognosis in MPM.
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Affiliation(s)
- Kazue Yoneda
- Department of Thoracic Surgery, Hyogo College of Medicine, Nishinomiya, Japan
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Astoul P, Roca E, Galateau-Salle F, Scherpereel A. Malignant Pleural Mesothelioma: From the Bench to the Bedside. Respiration 2012; 83:481-93. [DOI: 10.1159/000339259] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
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Hollevoet K, Reitsma JB, Creaney J, Grigoriu BD, Robinson BW, Scherpereel A, Cristaudo A, Pass HI, Nackaerts K, Rodríguez Portal JA, Schneider J, Muley T, Di Serio F, Baas P, Tomasetti M, Rai AJ, van Meerbeeck JP. Serum mesothelin for diagnosing malignant pleural mesothelioma: an individual patient data meta-analysis. J Clin Oncol 2012; 30:1541-9. [PMID: 22412141 PMCID: PMC3383122 DOI: 10.1200/jco.2011.39.6671] [Citation(s) in RCA: 164] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2011] [Accepted: 12/13/2011] [Indexed: 12/29/2022] Open
Abstract
PURPOSE Mesothelin is currently considered the best available serum biomarker of malignant pleural mesothelioma. To examine the diagnostic accuracy and use of serum mesothelin in early diagnosis, we performed an individual patient data (IPD) meta-analysis. METHODS The literature search identified 16 diagnostic studies of serum mesothelin, measured with the Mesomark enzyme-linked immunosorbent assay. IPD of 4,491 individuals were collected, including several control groups and 1,026 patients with malignant pleural mesothelioma. Mesothelin levels were standardized for between-study differences and age, after which the diagnostic accuracy and the factors affecting it were examined with receiver operating characteristic (ROC) regression analysis. RESULTS At a common diagnostic threshold of 2.00 nmol/L, the sensitivities and specificities of mesothelin in the different studies ranged widely from 19% to 68% and 88% to 100%, respectively. This heterogeneity can be explained by differences in study population, because type of control group, mesothelioma stage, and histologic subtype significantly affected the diagnostic accuracy. The use of mesothelin in early diagnosis was evaluated by differentiating 217 patients with stage I or II epithelioid and biphasic mesothelioma from 1,612 symptomatic or high-risk controls. The resulting area under the ROC curve was 0.77 (95% CI, 0.73 to 0.81). At 95% specificity, mesothelin displayed a sensitivity of 32% (95% CI, 26% to 40%). CONCLUSION In patients suspected of having mesothelioma, a positive blood test for mesothelin at a high-specificity threshold is a strong incentive to urge further diagnostic steps. However, the poor sensitivity of mesothelin clearly limits its added value to early diagnosis and emphasizes the need for further biomarker research.
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Practical approaches to diagnose and treat for T0 malignant pleural mesothelioma: a proposal for diagnostic total parietal pleurectomy. Int J Clin Oncol 2012; 17:33-9. [DOI: 10.1007/s10147-011-0368-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2011] [Indexed: 11/26/2022]
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Tsujimura T, Torii I, Sato A, Song M, Fukuoka K, Hasegawa S, Nakano T. Pathological and molecular biological approaches to early mesothelioma. Int J Clin Oncol 2012; 17:40-7. [PMID: 22237727 DOI: 10.1007/s10147-011-0369-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2011] [Indexed: 01/18/2023]
Abstract
Malignant mesothelioma is an asbestos-related malignancy that arises primarily from mesothelial cells on the serosal surfaces of the pleural, peritoneal, and pericardial cavities. Malignant pleural mesothelioma (MPM) is most common, and its incidence is dramatically increasing worldwide as a result of widespread use of asbestos. Morphological discrimination between MPM and reactive mesothelial hyperplasia is difficult, and the most reliable pathological criterion for malignancy is mesothelial proliferation invading deeply into subpleural adipose tissues. To establish radical cure of MPM, it is crucial to find early-stage MPM of epithelial type, in which mesothelial proliferation is localized on the serosal surface of parietal pleura or limited within the submesothelial fibrous tissues of parietal pleura. The initial clinical presentation for patients with MPM is frequently dyspnea and/or chest pain due to large pleural effusion, and cytological analysis of pleural effusions is valuable to find patients with early-stage MPM of epithelial type. Recently, cytological features of MPM in pleural effusion, molecular markers for MPM, and genetic alternations of MPM have been reported. In this review, we discuss major issues on pathological and molecular biological approaches for diagnosis of early-stage MPM of epithelial type.
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Affiliation(s)
- Tohru Tsujimura
- Department of Pathology, Hyogo College of Medicine, 1-1 Mukogawa-cho, Nishinomiya, Hyogo, 663-8501, Japan.
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