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1.
Cancer Med ; 12(5): 5334-5340, 2023 03.
Article in English | MEDLINE | ID: mdl-36259232

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.


Subject(s)
Adenocarcinoma , Mesothelioma, Malignant , Mesothelioma , Pleural Neoplasms , Humans , Desmin , Calbindin 2 , Mucin-1 , Mesothelioma/diagnosis , Staining and Labeling
2.
Front Oncol ; 12: 984021, 2022.
Article in English | MEDLINE | ID: mdl-36457495

ABSTRACT

Background: The increasing amount of molecular data and knowledge about genomic alterations from next-generation sequencing processes together allow for a greater understanding of individual patients, thereby advancing precision medicine. Molecular tumour boards feature multidisciplinary teams of clinical experts who meet to discuss complex individual cancer cases. Preparing the meetings is a manual and time-consuming process. Purpose: To design a clinical decision support system to improve the multimodal data interpretation in molecular tumour board meetings for lymphoma patients at Karolinska University Hospital, Stockholm, Sweden. We investigated user needs and system requirements, explored the employment of artificial intelligence, and evaluated the proposed design with primary stakeholders. Methods: Design science methodology was used to form and evaluate the proposed artefact. Requirements elicitation was done through a scoping review followed by five semi-structured interviews. We used UML Use Case diagrams to model user interaction and UML Activity diagrams to inform the proposed flow of control in the system. Additionally, we modelled the current and future workflow for MTB meetings and its proposed machine learning pipeline. Interactive sessions with end-users validated the initial requirements based on a fictive patient scenario which helped further refine the system. Results: The analysis showed that an interactive secure Web-based information system supporting the preparation of the meeting, multidisciplinary discussions, and clinical decision-making could address the identified requirements. Integrating artificial intelligence via continual learning and multimodal data fusion were identified as crucial elements that could provide accurate diagnosis and treatment recommendations. Impact: Our work is of methodological importance in that using artificial intelligence for molecular tumour boards is novel. We provide a consolidated proof-of-concept system that could support the end-to-end clinical decision-making process and positively and immediately impact patients. Conclusion: Augmenting a digital decision support system for molecular tumour boards with retrospective patient material is promising. This generates realistic and constructive material for human learning, and also digital data for continual learning by data-driven artificial intelligence approaches. The latter makes the future system adaptable to human bias, improving adequacy and decision quality over time and over tasks, while building and maintaining a digital log.

3.
Diagn Cytopathol ; 49(5): 606-614, 2021 May.
Article in English | MEDLINE | ID: mdl-32049443

ABSTRACT

A conclusive diagnosis of malignant mesothelioma (MM) can be based on effusion cytology using the guidelines for the cytopathologic diagnosis of epithelioid and mixed-type MM. Briefly, the diagnosis is obtained when the mesothelial phenotype of malignant cells is established by ancillary techniques. This study is based on the comparison of the overall survival rates of patients with MM when diagnosed by effusion cytology, histopathology, or a combination of both. A total of 144 patients were diagnosed with epithelioid and mixed-type pleural MM at Karolinska University Hospital between 2004 and 2013. The diagnosis was obtained by histopathology in 74 cases and by cytological examination of pleural effusion in 70 cases. In 29 of the latter cases, a diagnostic biopsy was obtained simultaneously. A total of 104 patients received chemotherapy. All diagnoses were supported by clinical findings, including computer tomography scans. The median time between first symptoms and diagnosis was similar for cytology and histopathology. However, a delay of more than 6 months after first symptoms was seen in many patients in the histopathology group, resulting in late onset of treatment. The overall survival and proportion of long-term survival were significantly better for cases diagnosed by cytology. Similarly, a better survival, following a cytological diagnosis, was also seen in patients who were only provided the best supportive care. Accurate cytological diagnosis enables conclusive diagnosis of MM. Our finding enables the initiation of treatment as soon as the cytological diagnosis is established, avoiding further delay and deterioration of patient survival and possibilities for treatment.


Subject(s)
Mesothelioma, Malignant/diagnosis , Pleural Effusion, Malignant/pathology , Pleural Neoplasms/diagnosis , Adult , Aged , Cytodiagnosis/methods , Female , Humans , Male , Middle Aged , Retrospective Studies
4.
Adv Ther ; 37(12): 5023-5031, 2020 12.
Article in English | MEDLINE | ID: mdl-33052561

ABSTRACT

INTRODUCTION: Mesothelin (MSLN) is overexpressed in several tumors including ovarian cancer and is the target of current trials. There is limited and conflicting data on MSLN prognostic impact in ovarian cancer. METHODS: We performed a retrospective study on patients with high-grade serous ovarian cancer, analyzing MSLN expression by immunohistochemistry and examining the correlation of its expression to overall and progression-free survival. Correlations of expression of MSLN, CD8, and macrophage markers in different tumor compartments were also investigated. RESULTS: Positive MSLN expression was detected in 55.1% of primary tumors and 51.5% of the metastases. MSLN expression was not correlated with survival. We observed a significant positive correlation (r = 0.34, p = 0.01) between MSLN expression in the metastatic site and CD11c expression in total tumor area and perivascular area in the primary tumor. CONCLUSION: Our results show that MSLN expression does not correlate with clinical outcome. The impact of the correlation between MSLN and CD11c+ cells on immunotherapy outcome should be further explored.


Subject(s)
Biomarkers, Tumor/metabolism , GPI-Linked Proteins/metabolism , Ovarian Neoplasms/metabolism , Adult , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Ovarian Epithelial/metabolism , Female , Humans , Immunohistochemistry , Mesothelin , Middle Aged , Ovarian Neoplasms/pathology , Prognosis , Retrospective Studies , Survival Rate
5.
Transl Lung Cancer Res ; 9(3): 934-943, 2020 Jun.
Article in English | MEDLINE | ID: mdl-32676359

ABSTRACT

The global incidence of malignant mesothelioma (MM) causes considerable disease burden, suffering and health care costs. Beside preventive measures and ban the use of asbestos, early diagnosis would largely improve the chance of curative treatment. Current histologic criteria, however, requiring presence of invasion in the surrounding fatty tissue fail to identify MM in sufficiently early stage. Unilateral accumulation of pleural effusion is one of the earliest clinical manifestations of MM that occurs in approximately 90% of the patients. Therapeutic thoracocenthesis is necessary to remove the fluid and to relieve patients' symptoms. This effusion is easily accessible and offers early and minimally invasive diagnosis by combining cytology with immunologic, molecular- and biomarker analyses. Typically, the fluid is rich in malignant cells and cell groups, but incipient stages of the disease may be difficult to recognize as the malignant cells can be masked by presence of inflammatory or reactive mesothelial cells. Recurrent, hemorrhagic and cell rich effusion should always be suspicious for MM and adequately prepared and analyzed to provide necessary information for subsequent therapy. Importantly, early detection of MM by integrating cytology and molecular approaches has high sensitivity and positive predictive value and has a major impact on patient survival. Thus, a conclusive positive MM cytology should lead to treatment without delay. This review summarizes molecular and diagnostic criteria of MM diagnosis.

6.
Arch Pathol Lab Med ; 142(8): 893-901, 2018 08.
Article in English | MEDLINE | ID: mdl-30040460

ABSTRACT

CONTEXT: - Early diagnosis of malignant mesothelioma (MM) is urgently needed because life expectancies and treatment options are limited in advanced stages of the disease. Malignant mesothelioma often presents with recurrent hemorrhagic or inflammatory effusions, which might mask the incipient stages of the disease and thereby delay the diagnosis. Despite difficulties in recognizing the malignant cells present in those early effusions, they are often the first available biologic material for diagnosis. Therefore, awareness is needed, and efforts should be made to distinguish the malignant cells by well-defined morphological criteria, combined with ancillary methods. OBJECTIVES: - To summarize the diagnostic criteria for the cytopathologic diagnosis of MM based on recently published guidelines and to evaluate the clinical utility of those criteria in clinical practice. DATA SOURCES: - The guidelines for the cytopathologic diagnosis of epithelioid and mixed-type MM and data in recent literature constitute the sources of this review. Eighty-five epithelioid or mixed-type MMs diagnosed between 2004 and 2013 at the Department of Clinical Pathology and Cytology, Karolinska University Hospital, Huddinge (Stockholm, Sweden), were evaluated to determine the clinical utility of the criteria defined by the guidelines. CONCLUSIONS: - A conclusive diagnosis of MM can be obtained based on the criteria defined by the guidelines with high positive predictive value. When diagnosed in this way, subsequent therapy should be initiated without further delay. With the earlier diagnosis obtained by cytology, a better effect of chemotherapy can be expected, as shown by the longer overall survival in these patients compared with those with a histopathologic diagnosis.


Subject(s)
Early Detection of Cancer/methods , Mesothelioma/pathology , Pleural Neoplasms/pathology , Biomarkers, Tumor/metabolism , Cytodiagnosis , Diagnosis, Differential , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Mesothelioma/diagnosis , Mesothelioma/metabolism , Mesothelioma, Malignant , Pleural Neoplasms/diagnosis , Pleural Neoplasms/metabolism , Practice Guidelines as Topic
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