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Programmed Death Ligand-1 and Tumor Mutation Burden Testing of Patients With Lung Cancer for Selection of Immune Checkpoint Inhibitor Therapies: Guideline From the College of American Pathologists, Association for Molecular Pathology, International Association for the Study of Lung Cancer, Pulmonary Pathology Society, and LUNGevity Foundation. 为选择免疫检查点抑制剂疗法而对肺癌患者进行程序性死亡配体-1 和肿瘤突变负荷检测:美国病理学家学会、分子病理学协会、国际肺癌研究协会、肺病理学协会和 LUNGevity 基金会指南。
Archives of pathology & laboratory medicine Pub Date : 2024-07-01 DOI: 10.5858/arpa.2023-0536-CP
Lynette M Sholl, Mark Awad, Upal Basu Roy, Mary Beth Beasley, Richard Walter Cartun, David M Hwang, Gregory Kalemkerian, Fernando Lopez-Rios, Mari Mino-Kenudson, Ajit Paintal, Kearin Reid, Lauren Ritterhouse, Lesley A Souter, Paul E Swanson, Christina B Ventura, Larissa V Furtado
{"title":"Programmed Death Ligand-1 and Tumor Mutation Burden Testing of Patients With Lung Cancer for Selection of Immune Checkpoint Inhibitor Therapies: Guideline From the College of American Pathologists, Association for Molecular Pathology, International Association for the Study of Lung Cancer, Pulmonary Pathology Society, and LUNGevity Foundation.","authors":"Lynette M Sholl, Mark Awad, Upal Basu Roy, Mary Beth Beasley, Richard Walter Cartun, David M Hwang, Gregory Kalemkerian, Fernando Lopez-Rios, Mari Mino-Kenudson, Ajit Paintal, Kearin Reid, Lauren Ritterhouse, Lesley A Souter, Paul E Swanson, Christina B Ventura, Larissa V Furtado","doi":"10.5858/arpa.2023-0536-CP","DOIUrl":"10.5858/arpa.2023-0536-CP","url":null,"abstract":"<p><strong>Context.—: </strong>Rapid advancements in the understanding and manipulation of tumor-immune interactions have led to the approval of immune therapies for patients with non-small cell lung cancer. Certain immune checkpoint inhibitor therapies require the use of companion diagnostics, but methodologic variability has led to uncertainty around test selection and implementation in practice.</p><p><strong>Objective.—: </strong>To develop evidence-based guideline recommendations for the testing of immunotherapy/immunomodulatory biomarkers, including programmed death ligand-1 (PD-L1) and tumor mutation burden (TMB), in patients with lung cancer.</p><p><strong>Design.—: </strong>The College of American Pathologists convened a panel of experts in non-small cell lung cancer and biomarker testing to develop evidence-based recommendations in accordance with the standards for trustworthy clinical practice guidelines established by the National Academy of Medicine. A systematic literature review was conducted to address 8 key questions. Using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) approach, recommendations were created from the available evidence, certainty of that evidence, and key judgments as defined in the GRADE Evidence to Decision framework.</p><p><strong>Results.—: </strong>Six recommendation statements were developed.</p><p><strong>Conclusions.—: </strong>This guideline summarizes the current understanding and hurdles associated with the use of PD-L1 expression and TMB testing for immune checkpoint inhibitor therapy selection in patients with advanced non-small cell lung cancer and presents evidence-based recommendations for PD-L1 and TMB testing in the clinical setting.</p>","PeriodicalId":93883,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140869727","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pathways to Precision: Guideline for Programmed Death Ligand-1 and Tumor Mutation Burden Testing to Support the Selection of Immune Checkpoint Therapies in Lung Cancer. 精准之路:程序性死亡配体-1 和肿瘤突变负荷测试指南,以支持肺癌免疫检查点疗法的选择。
Archives of pathology & laboratory medicine Pub Date : 2024-07-01 DOI: 10.5858/arpa.2024-0141-ED
Matthew J Cecchini
{"title":"Pathways to Precision: Guideline for Programmed Death Ligand-1 and Tumor Mutation Burden Testing to Support the Selection of Immune Checkpoint Therapies in Lung Cancer.","authors":"Matthew J Cecchini","doi":"10.5858/arpa.2024-0141-ED","DOIUrl":"10.5858/arpa.2024-0141-ED","url":null,"abstract":"","PeriodicalId":93883,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141452380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Anti-Xa Activity Test Is Needed but Is Not Enough for Monitoring Fondaparinux Therapy Among Critically Ill Patients. 监测重症患者的磺达肝癸治疗需要抗 Xa 活性测试,但这还不够。
Archives of pathology & laboratory medicine Pub Date : 2024-06-19 DOI: 10.5858/arpa.2023-0496-OA
Liqin Ling, Chaonan Liu, Xunbei Huang, Siqi Liu, Juan Liao, Jin Jia, Yang Fu, Jing Zhou
{"title":"Anti-Xa Activity Test Is Needed but Is Not Enough for Monitoring Fondaparinux Therapy Among Critically Ill Patients.","authors":"Liqin Ling, Chaonan Liu, Xunbei Huang, Siqi Liu, Juan Liao, Jin Jia, Yang Fu, Jing Zhou","doi":"10.5858/arpa.2023-0496-OA","DOIUrl":"https://doi.org/10.5858/arpa.2023-0496-OA","url":null,"abstract":"<p><strong>Context.—: </strong>Fondaparinux monitoring is not required among noncritically ill patients due to a predictable dose-response effect. However, this is debatable among critically ill patients, because fondaparinux bioavailability can be influenced by complicated medical conditions.</p><p><strong>Objective.—: </strong>To investigate fondaparinux monitoring among the critically ill.</p><p><strong>Design.—: </strong>Retrospective analysis of patients admitted in intensive care unit from February 2021 to December 2021, who received prophylactic fondaparinux and had anti-Xa activity tests.</p><p><strong>Results.—: </strong>Of 156 anti-Xa values, 86 (55.1%) were within 0.10-0.50 μg/mL (the recommended prophylactic range), 38 (24.4%) were less than 0.10 μg/mL, 32 (20.5%) were greater than 0.50 μg/mL, demonstrating an unpredictable dose-response effect. Among 70 patients, thrombotic tendency was controlled in 32 (45.7%), thrombosis progressed in 22 (31.4%), bleeding events occurred in 16 (22.9%). Patients with progressed thrombosis had 17 of 54 (31.5%) anti-Xa less than 0.10 μg/mL, even though this proportion was greater than that of patients with controlled thrombotic tendency (11 of 72, 15.3%), it was similar to that of patients with bleeding (10 of 30, 33.3%), indicating a weak practicability of anti-Xa for monitoring fondaparinux efficacy. Thrombin-antithrombin complex showed a gradual decline among patients with controlled thrombotic tendency, but a bounce-back effect among patients with progressed thrombosis. Thrombelastography R value above the upper reference value occurred more frequently among patients with bleeding (4 of 6, 66.7%) compared to patients without bleeding (4 of 22, 18.2%) (P = .01).</p><p><strong>Conclusions.—: </strong>The fondaparinux dose-response effect was unpredictable among the critically ill; anti-Xa activity combined with thrombin-antithrombin complex and thrombelastography can be helpful to guide a precise fondaparinux therapy in this population.</p>","PeriodicalId":93883,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141422154","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Insulinoma-Associated Protein-1 Expression in Lymphoepithelial Carcinoma of the Thymus: A Potential Pitfall for Diagnosis With Neuroendocrine Carcinomas of the Thymus. 胸腺淋巴上皮癌中胰岛素瘤相关蛋白-1的表达:胸腺神经内分泌癌诊断的潜在陷阱。
Archives of pathology & laboratory medicine Pub Date : 2024-06-17 DOI: 10.5858/arpa.2024-0045-OA
David I Suster, A Craig Mackinnon, Saul Suster
{"title":"Insulinoma-Associated Protein-1 Expression in Lymphoepithelial Carcinoma of the Thymus: A Potential Pitfall for Diagnosis With Neuroendocrine Carcinomas of the Thymus.","authors":"David I Suster, A Craig Mackinnon, Saul Suster","doi":"10.5858/arpa.2024-0045-OA","DOIUrl":"https://doi.org/10.5858/arpa.2024-0045-OA","url":null,"abstract":"<p><strong>Context.—: </strong>Insulinoma-associated protein-1 (INSM1) is a recently developed immunohistochemical marker claimed to be highly specific and sensitive for the diagnosis of neuroendocrine malignancies. Recent studies, however, have demonstrated that this marker can also be expressed in non-neuroendocrine neoplasms including squamous cell carcinoma of the thymus.</p><p><strong>Objective.—: </strong>To examine INSM1 expression in lymphoepithelial thymic carcinomas.</p><p><strong>Design.—: </strong>Thirty-four cases of lymphoepithelial carcinoma of the thymus were examined by immunohistochemistry or in situ hybridization for INSM1, synaptophysin, chromogranin, CD5, CD117, Epstein-Barr virus-encoded small ribonucleic acid (EBER), and Ki-67. Basic clinical information was abstracted from the medical record.</p><p><strong>Results.—: </strong>The patients were 14 women and 20 men, aged 20 to 85 years. The tumors arose in the anterior mediastinum without any previous history or evidence of malignancy at other sites. Immunohistochemical staining showed moderate to strong positivity of the tumor cells for INSM1 in 65% of cases (22 of 34), focal weak positivity in 20% (7 of 34), and negative staining in 5 cases. Chromogranin staining was focally and weakly positive in 1 case, and synaptophysin showed only focal weak positivity in scattered tumor cells in 12 cases. No significant correlation could be identified between the pattern and intensity of staining for INSM1 and staining for CD5, CD117, and Ki-67.</p><p><strong>Conclusions.—: </strong>INSM1 positivity in lymphoepithelial carcinoma of the thymus may represent a pitfall for diagnosis, particularly in small biopsy samples. Awareness of this finding may be of importance to avoid misdiagnosis of neuroendocrine malignancy.</p>","PeriodicalId":93883,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141332706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advancing Diagnostic Accuracy and Quality of Patient Care Through the Implementation of a Flow Cytometry Quality Assurance Program. 通过实施流式细胞仪质量保证计划,提高诊断准确性和患者护理质量。
Archives of pathology & laboratory medicine Pub Date : 2024-06-14 DOI: 10.5858/arpa.2024-0020-OA
Dylan Wang, Hong Fang, Chi Young Ok, Jeffrey L Jorgensen, L Jeffrey Medeiros, Wei Wang, Sa A Wang
{"title":"Advancing Diagnostic Accuracy and Quality of Patient Care Through the Implementation of a Flow Cytometry Quality Assurance Program.","authors":"Dylan Wang, Hong Fang, Chi Young Ok, Jeffrey L Jorgensen, L Jeffrey Medeiros, Wei Wang, Sa A Wang","doi":"10.5858/arpa.2024-0020-OA","DOIUrl":"https://doi.org/10.5858/arpa.2024-0020-OA","url":null,"abstract":"<p><strong>Context.—: </strong>Flow cytometry immunophenotypic analysis plays an important role in the diagnosis, classification, and disease monitoring of hematologic neoplasms. The interpretation of flow cytometry testing can be challenging.</p><p><strong>Objective.—: </strong>To explore ways to improve diagnostic accuracy and in turn enhance the quality of patient care.</p><p><strong>Design.—: </strong>A flow cytometry quality assurance (QA) program was developed. Cases from various complex flow cytometry panels were randomly selected and cross-reviewed. The outcomes of the QA review were categorized into 3 groups: complete agreement, minor discrepancy, and major discrepancy. Each discrepancy underwent a process of documentation, discussion, and resolution. Here we summarize our 3 years of experience with this program.</p><p><strong>Results.—: </strong>In total, 6166 cases were evaluated; 6028 cases (97.7%) showed complete concordance, 120 cases (2.0%) showed minor discrepancies, and 18 cases (0.3%) showed major discrepancies. Among the top 5 panels evaluated, the panel evaluating mature T-cell abnormalities showed the highest rate of discrepancy, whereas the panel for evaluation of myelodysplastic syndromes showed the lowest discrepancy rate. When analyzing the trends of concordance and discrepancy over time, we observed a statistically significant decrease in discrepancy rate over time, from 4% at the beginning of the 6-month period to 1.5% in the final 6-month period.</p><p><strong>Conclusions.—: </strong>The overall concordance rate was 97.7%. The remaining 2.3% of cases showed discrepancies that required a correction, underscoring the value and necessity of having a QA program. The overall discrepancy rates exhibited a gradual decline over time, indicative of the positive impact of the QA program on enhancing diagnostic competency and accuracy over time.</p>","PeriodicalId":93883,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141319252","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advances in Human Leukocyte Antigen Testing Technologies and Management Strategies for Platelet Transfusion Refractoriness. 人类白细胞抗原检测技术的进展和血小板输注耐受性管理策略。
Archives of pathology & laboratory medicine Pub Date : 2024-06-14 DOI: 10.5858/arpa.2023-0484-RA
H Cliff Sullivan, P Dayand Borge, Richard R Gammon, Manish Gandhi, Mary C Philogene, YanYun Wu, Patricia M Kopko
{"title":"Advances in Human Leukocyte Antigen Testing Technologies and Management Strategies for Platelet Transfusion Refractoriness.","authors":"H Cliff Sullivan, P Dayand Borge, Richard R Gammon, Manish Gandhi, Mary C Philogene, YanYun Wu, Patricia M Kopko","doi":"10.5858/arpa.2023-0484-RA","DOIUrl":"https://doi.org/10.5858/arpa.2023-0484-RA","url":null,"abstract":"<p><strong>Context.—: </strong>The blood bank is often consulted for transfusion support of patients with suspected platelet transfusion refractoriness (PTR). The workup is complex because testing includes specialized assays that are uncommonly ordered with limited availability. Add to this the variety of possible products-crossmatched platelets, human leukocyte antigen (HLA)-matched platelets, HLA antigen-negative platelets-and the approach to PTR can be overwhelming. Moreover, most literature on the subject is published in transfusion medicine journals aimed at transfusion medicine physicians and blood bank specialists in academic settings. Resources tailored to community hospital blood banks are lacking.</p><p><strong>Objective.—: </strong>To provide pathologists who may not have subspecialized training in transfusion medicine and who direct blood banks algorithmic workflows based on clinical scenario and test availability to provide appropriate transfusion support for patients with PTR.</p><p><strong>Data sources.—: </strong>This review is a comprehensive overview of terminology, HLA testing procedures, interpretations, and practical recommendations for managing PTR in various scenarios based on expert opinion as well as relevant medical literature published from 2007 to 2022.</p><p><strong>Conclusions.—: </strong>Consultation on PTR is complicated and encompasses many clinical and laboratory aspects. The lack of guidelines derived from high-quality prospective studies poses challenges in the workup and management of PTR. Hindering the process further are limited test availability, unfamiliarity with the technical assays, and the various specialized platelet products. The clinical evaluation algorithm presented herein along with the workflow pathways offer pathologists user-friendly and best-practice guidelines with different options based on the clinical scenario and the tests available.</p>","PeriodicalId":93883,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141319251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bridging the Clinical-Computational Transparency Gap in Digital Pathology. 弥合数字病理学中临床与计算透明度之间的差距。
Archives of pathology & laboratory medicine Pub Date : 2024-06-14 DOI: 10.5858/arpa.2023-0250-RA
Qiangqiang Gu, Ankush Patel, Matthew G Hanna, Jochen K Lennerz, Chris Garcia, Mark Zarella, David McClintock, Steven N Hart
{"title":"Bridging the Clinical-Computational Transparency Gap in Digital Pathology.","authors":"Qiangqiang Gu, Ankush Patel, Matthew G Hanna, Jochen K Lennerz, Chris Garcia, Mark Zarella, David McClintock, Steven N Hart","doi":"10.5858/arpa.2023-0250-RA","DOIUrl":"https://doi.org/10.5858/arpa.2023-0250-RA","url":null,"abstract":"<p><strong>Context.—: </strong>Computational pathology combines clinical pathology with computational analysis, aiming to enhance diagnostic capabilities and improve clinical productivity. However, communication barriers between pathologists and developers often hinder the full realization of this potential.</p><p><strong>Objective.—: </strong>To propose a standardized framework that improves mutual understanding of clinical objectives and computational methodologies. The goal is to enhance the development and application of computer-aided diagnostic (CAD) tools.</p><p><strong>Design.—: </strong>The article suggests pivotal roles for pathologists and computer scientists in the CAD development process. It calls for increased understanding of computational terminologies, processes, and limitations among pathologists. Similarly, it argues that computer scientists should better comprehend the true use cases of the developed algorithms to avoid clinically meaningless metrics.</p><p><strong>Results.—: </strong>CAD tools improve pathology practice significantly. Some tools have even received US Food and Drug Administration approval. However, improved understanding of machine learning models among pathologists is essential to prevent misuse and misinterpretation. There is also a need for a more accurate representation of the algorithms' performance compared to that of pathologists.</p><p><strong>Conclusions.—: </strong>A comprehensive understanding of computational and clinical paradigms is crucial for overcoming the translational gap in computational pathology. This mutual comprehension will improve patient care through more accurate and efficient disease diagnosis.</p>","PeriodicalId":93883,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141319253","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Diagnostic Accuracy of Claudin-4 Immunochemistry in Differentiating Metastatic Carcinomas From Mesothelial Processes in Serous Effusion Cytology: A Systematic Review and Meta-analysis. Claudin-4免疫化学在区分转移性癌与浆液性渗出细胞学中的间皮细胞过程方面的诊断准确性:系统综述与元分析》。
Archives of pathology & laboratory medicine Pub Date : 2024-06-14 DOI: 10.5858/arpa.2023-0560-RA
Maria Kleinaki, Johannes A Vey, Sinclair Awounvo, Angela Ishak, Maria Arnaouti, Han Suk Ryu, Ilias P Nikas
{"title":"The Diagnostic Accuracy of Claudin-4 Immunochemistry in Differentiating Metastatic Carcinomas From Mesothelial Processes in Serous Effusion Cytology: A Systematic Review and Meta-analysis.","authors":"Maria Kleinaki, Johannes A Vey, Sinclair Awounvo, Angela Ishak, Maria Arnaouti, Han Suk Ryu, Ilias P Nikas","doi":"10.5858/arpa.2023-0560-RA","DOIUrl":"https://doi.org/10.5858/arpa.2023-0560-RA","url":null,"abstract":"<p><strong>Context.—: </strong>Distinguishing metastatic carcinomas from mesotheliomas or reactive mesothelial cells in pleural, peritoneal, and pericardial effusions is a common diagnostic problem cytopathologists encounter.</p><p><strong>Objective.—: </strong>To perform the first meta-analysis on the pooled diagnostic accuracy of claudin-4 immunochemistry in serous effusion cytopathology.</p><p><strong>Design.—: </strong>This report followed the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines for diagnostic test accuracy studies. Three databases (PubMed, Scopus, and the Cochrane Library) were searched until October 9, 2023, followed by study selection using specific inclusion and exclusion criteria and data extraction. The study quality assessment was performed by using the Quality Assessment of Diagnostic Accuracy Studies 2 (QUADAS-2) tool. Statistical analysis was performed by using R to calculate the pooled sensitivity and specificity of claudin-4 immunochemistry. In addition, the diagnostic odds ratio was measured, representing the odds ratio of a positive result indicating a carcinoma rather than a mesothelial process in serous effusion cytology.</p><p><strong>Results.—: </strong>Fourteen observational studies, published between 2011 and 2023, fulfilled the selection criteria and were included. All 14 studies used the 3E2C1 clone. Claudin-4 immunochemistry showed a high diagnostic accuracy in serous effusion cytology. The pooled sensitivity and specificity were 98.02% (95% CI, 93.96%-99.37%) and 99.72% (95% CI, 97.36%-99.97%), respectively. Lastly, the pooled diagnostic odds ratio was 1660.5 (95% CI, 760.0-3627.8) and no evidence of statistical heterogeneity between the included studies was found (I2 = 0%, τ2 = 0).</p><p><strong>Conclusions.—: </strong>Claudin-4 may be used as a single pan-carcinoma immunochemical biomarker in the differential diagnosis between metastatic carcinomas and mesotheliomas or reactive mesothelial cells in serous effusion cytology.</p>","PeriodicalId":93883,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141319255","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
General Applicability of Existing College of American Pathologists Accreditation Requirements to Clinical Implementation of Machine Learning-Based Methods in Molecular Oncology Testing. 现有美国病理学家学会认证要求对分子肿瘤学检测中基于机器学习方法的临床实施的一般适用性。
Archives of pathology & laboratory medicine Pub Date : 2024-06-14 DOI: 10.5858/arpa.2024-0037-CP
Larissa V Furtado, Kenji Ikemura, Cagla Y Benkli, Joel T Moncur, Richard S P Huang, Ahmet Zehir, Katherine Stellato, Patricia Vasalos, Navid Sadri, Carlos J Suarez
{"title":"General Applicability of Existing College of American Pathologists Accreditation Requirements to Clinical Implementation of Machine Learning-Based Methods in Molecular Oncology Testing.","authors":"Larissa V Furtado, Kenji Ikemura, Cagla Y Benkli, Joel T Moncur, Richard S P Huang, Ahmet Zehir, Katherine Stellato, Patricia Vasalos, Navid Sadri, Carlos J Suarez","doi":"10.5858/arpa.2024-0037-CP","DOIUrl":"https://doi.org/10.5858/arpa.2024-0037-CP","url":null,"abstract":"<p><strong>Context.—: </strong>The College of American Pathologists (CAP) accreditation requirements for clinical laboratory testing help ensure laboratories implement and maintain systems and processes that are associated with quality. Machine learning (ML)-based models share some features of conventional laboratory testing methods. Accreditation requirements that specifically address clinical laboratories' use of ML remain in the early stages of development.</p><p><strong>Objective.—: </strong>To identify relevant CAP accreditation requirements that may be applied to the clinical adoption of ML-based molecular oncology assays, and to provide examples of current and emerging ML applications in molecular oncology testing.</p><p><strong>Design.—: </strong>CAP accreditation checklists related to molecular pathology and general laboratory practices (Molecular Pathology, All Common and Laboratory General) were reviewed. Examples of checklist requirements that are generally applicable to validation, revalidation, quality management, infrastructure, and analytical procedures of ML-based molecular oncology assays were summarized. Instances of ML use in molecular oncology testing were assessed from literature review.</p><p><strong>Results.—: </strong>Components of the general CAP accreditation framework that exist for traditional molecular oncology assay validation and maintenance are also relevant for implementing ML-based tests in a clinical laboratory. Current and emerging applications of ML in molecular oncology testing include DNA methylation profiling for central nervous system tumor classification, variant calling, microsatellite instability testing, mutational signature analysis, and variant prediction from histopathology images.</p><p><strong>Conclusions.—: </strong>Currently, much of the ML activity in molecular oncology is within early clinical implementation. Despite specific considerations that apply to the adoption of ML-based methods, existing CAP requirements can serve as general guidelines for the clinical implementation of ML-based assays in molecular oncology testing.</p>","PeriodicalId":93883,"journal":{"name":"Archives of pathology & laboratory medicine","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141319254","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Inappropriate Laboratory Testing: Significant Waste Quantified by a Large-Scale Year-Long Study of Medicare and Commercial Payer Reimbursement. 不适当的实验室检测:通过对医疗保险和商业支付方报销情况进行长达一年的大规模研究,量化了重大浪费现象。
Archives of pathology & laboratory medicine Pub Date : 2024-06-06 DOI: 10.5858/arpa.2023-0486-OA
Dave Smart, Jeff Schreier, Ila R Singh
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