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Ly A, Garcia V, Blenman KRM, Ehinger A, Elfer K, Hanna MG, Li X, Peeters DJE, Birmingham R, Dudgeon S, Gardecki E, Gupta R, Lennerz J, Pan T, Saltz J, Wharton KA, Ehinger D, Acs B, Dequeker EMC, Salgado R, Gallas BD. Training pathologists to assess stromal tumour-infiltrating lymphocytes in breast cancer synergises efforts in clinical care and scientific research. Histopathology 2024; 84:915-923. [PMID: 38433289 PMCID: PMC10990791 DOI: 10.1111/his.15140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 12/15/2023] [Accepted: 12/31/2023] [Indexed: 03/05/2024]
Abstract
A growing body of research supports stromal tumour-infiltrating lymphocyte (TIL) density in breast cancer to be a robust prognostic and predicive biomarker. The gold standard for stromal TIL density quantitation in breast cancer is pathologist visual assessment using haematoxylin and eosin-stained slides. Artificial intelligence/machine-learning algorithms are in development to automate the stromal TIL scoring process, and must be validated against a reference standard such as pathologist visual assessment. Visual TIL assessment may suffer from significant interobserver variability. To improve interobserver agreement, regulatory science experts at the US Food and Drug Administration partnered with academic pathologists internationally to create a freely available online continuing medical education (CME) course to train pathologists in assessing breast cancer stromal TILs using an interactive format with expert commentary. Here we describe and provide a user guide to this CME course, whose content was designed to improve pathologist accuracy in scoring breast cancer TILs. We also suggest subsequent steps to translate knowledge into clinical practice with proficiency testing.
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Affiliation(s)
- Amy Ly
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Victor Garcia
- Center for Devices and Radiological Health, Office of Science and Engineering Laboratories, Division of Imaging, Diagnostics, and Software Reliability, U.S. Food and Drug Administration, Silver Spring, MD, USA
| | - Kim RM Blenman
- Department of Internal Medicine, Section of Medical Oncology and Yale Cancer Center, Yale School of Medicine, New Haven, CT, USA
- Department of Computer Science, Yale School of Engineering and Applied Science, New Haven, CT, USA
| | - Anna Ehinger
- Department of Genetics, Pathology and Molecular Diagnostics, Laboratory Medicine, Region Skane, Lund University, Lund, Sweden
| | - Katherine Elfer
- Center for Devices and Radiological Health, Office of Science and Engineering Laboratories, Division of Imaging, Diagnostics, and Software Reliability, U.S. Food and Drug Administration, Silver Spring, MD, USA
| | - Matthew G Hanna
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Xiaoxian Li
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA, USA
| | - Dieter JE Peeters
- Department of Pathology, University Hospital Antwerp, Edegem, Belgium
- Department of Pathology, Algemeen Ziekenhuis (AZ) Sint-Maarten, Mechelen, Belgium
| | - Ryan Birmingham
- Center for Devices and Radiological Health, Office of Science and Engineering Laboratories, Division of Imaging, Diagnostics, and Software Reliability, U.S. Food and Drug Administration, Silver Spring, MD, USA
- Department of Biomedical Informatics, Emory University, Atlanta, GA, USA
| | - Sarah Dudgeon
- Center for Computational Health, Yale School of Medicine, New Haven, CT, USA
| | - Emma Gardecki
- Center for Devices and Radiological Health, Office of Science and Engineering Laboratories, Division of Imaging, Diagnostics, and Software Reliability, U.S. Food and Drug Administration, Silver Spring, MD, USA
| | - Rajarsi Gupta
- Department of Biomedical Informatics, Stony Brook University, Stony Brook, NY, USA
| | - Jochen Lennerz
- Department of Pathology, Center for Integrated Diagnostics, Massachusetts General Hospital, Boston, MA, USA; currently at BostonGene, Boston, MA
| | - Tony Pan
- Department of Biomedical Informatics, Emory University, Atlanta, GA, USA
| | - Joel Saltz
- Department of Biomedical Informatics, Stony Brook University, Stony Brook, NY, USA
| | | | - Daniel Ehinger
- Department of Clinical Sciences, Division of Oncology, Lund University, Lund, Sweden
- Department of Genetics, Pathology, and Molecular Diagnostics, Skane University Hospital, Lund, Sweden
| | - Balazs Acs
- Department of Oncology and Pathology, Cancer Centre Karolinska, Karolinksa Institutet, Stockholm, Sweden
- Department of Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden
| | - Elisabeth MC Dequeker
- Department of Public Health and Primary Care, Biomedical Quality Assurance Research Unit, University of Leuven, Leuven, Belgium
| | - Roberto Salgado
- Department of Pathology, Gasthuiszusters Antwerpen-Ziekenhuis Netwerk Antwerpen (GZA-ZNA) Hospitals, Antwerp, Belgium
- Division of Research, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Brandon D Gallas
- Center for Devices and Radiological Health, Office of Science and Engineering Laboratories, Division of Imaging, Diagnostics, and Software Reliability, U.S. Food and Drug Administration, Silver Spring, MD, USA
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Gray JM, Schnadower D, LaFollette R, Shah AS, Sobolewski B. Going viral: A scoping review of the current state and impact of online research dissemination in emergency medicine. AEM EDUCATION AND TRAINING 2022; 6:e10725. [PMID: 35224409 PMCID: PMC8855629 DOI: 10.1002/aet2.10725] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 12/29/2021] [Accepted: 01/04/2022] [Indexed: 05/30/2023]
Abstract
BACKGROUND The use of free open-access medical education (FOAM) and other online knowledge dissemination methods has increased over the past decade. However, the role and impact of these tools in the knowledge translation continuum are poorly understood, potentially limiting the ability of knowledge generators to fully harness and exploit their potential. Here, we aim to comprehensively map and synthesize the literature describing the use of online tools for the dissemination of emergency medicine research. METHODS Using scoping review methodology, we searched the traditional literature via PubMed, CINAHL, EMBASE, ERIC, SCOPUS, and the gray literature for publications exploring online methods to disseminate new research findings. We synthesized the results and constructed a conceptual model of current research dissemination methods. RESULTS We included 79 out of 655 unique abstracts and articles identified in our search, 62 of which were from the traditional literature. We describe six primary domains: integration with traditional literature, measurement of dissemination, online organizations and communities of practice, professional development, quality assurance tools and techniques, and advantages and disadvantages of FOAM. For each domain we present an exemplar article and prevailing gaps in knowledge. Finally, we propose a current conceptual framework for dissemination of new research findings that describes both traditional and novel methods of dissemination. CONCLUSIONS This comprehensive review of the literature and current dissemination framework will empower researchers, research networks, and granting organizations to maximize their use of FOAM and other online methods to disseminate new knowledge as well as provide clinicians a better understanding of the tools and methods by which to access and implement new research findings.
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Affiliation(s)
- James M. Gray
- Division of Emergency MedicineCincinnati Children’s Hospital Medical CenterCincinnatiOhioUSA
| | - David Schnadower
- Division of Emergency MedicineCincinnati Children’s Hospital Medical CenterCincinnatiOhioUSA
- Department of PediatricsUniversity of Cincinnati College of MedicineCincinnatiOhioUSA
| | - Ryan LaFollette
- Department of Emergency MedicineUniversity of Cincinnati College of MedicineCincinnatiOhioUSA
| | - Ashish S. Shah
- Division of Emergency MedicineRady Children’s HospitalSan DiegoCaliforniaUSA
- Department of PediatricsUniversity of California–San DiegoSan DiegoCaliforniaUSA
| | - Brad Sobolewski
- Division of Emergency MedicineCincinnati Children’s Hospital Medical CenterCincinnatiOhioUSA
- Department of PediatricsUniversity of Cincinnati College of MedicineCincinnatiOhioUSA
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Evaluation of the National Sexually Transmitted Disease Curriculum: Reach, Utilization, and Engagement. Sex Transm Dis 2021; 47:412-418. [PMID: 32413019 DOI: 10.1097/olq.0000000000001160] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND With increasing rates of sexually transmitted infections in the United States, there is a critical need to educate health professionals on the prevention, diagnosis, and treatment of sexually transmitted infections. The National Sexually Transmitted Disease Curriculum (NSTDC, https://www.std.uw.edu) is a free, online curriculum, funded by the Centers for Disease Control and Prevention. The purpose of this article is to evaluate the reach, utilization, and engagement of users with the curriculum. METHODS Data on NSTDC utilization was collected for 24 months after the February 1, 2017 launch. For all users, Google Analytics was used to determine total number of users, geographic location, age and sex, and average session duration. For registered users, additional data analysis included work-role, demographics, and completion of self-study modules, check-on-learning questions, and question banks. User satisfaction was measured on a 5-point Likert scale. RESULTS During the evaluation period, 136,270 individual users accessed the NSTDC, including 24,652 registered users. Among all registered users, 10,660 (43.2%) were registered nurses, 2810 (11.4%) physicians, 4942 (20.1%) Advanced Practice Nurses and Physician Assistants, and 6213 (25.2%) nonclinicians. Among registered users, 18,533 (75.2%) completed at least 1 module, 7898 (32.0%) completed all 7 modules, and 19,804 (80.4%) answered optional check-on-learning questions. Median satisfaction with the content was (5) very satisfied (interquartile range, 4-5). CONCLUSIONS The NSTDC is a free, guideline-based, online curriculum with novel dual functionality that has achieved extensive reach with a broad array of health professionals who engage deeply with the material. The wide usage of NSTDC demonstrates the need for high-quality, unbiased, free content in user-focused formats.
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Sadler J, Wright J, Vincent T, Kurka T, Howlett D. What is the impact of Apps in medical education? A study of CAPSULE, a case-based learning App. BMJ SIMULATION & TECHNOLOGY ENHANCED LEARNING 2020; 7:293-296. [DOI: 10.1136/bmjstel-2020-000593] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Revised: 07/14/2020] [Accepted: 09/08/2020] [Indexed: 11/04/2022]
Abstract
IntroductionMobile applications (Apps) are popular in medical education; yet, the actual benefits for students are yet to be formally researched. Clinical And Professional Studies Unique Learning Environment (CAPSULE) is an App created by Brighton and Sussex Medical School. The App provides 650 cases offered to students in their final two years of the undergraduate programme. The App performed consistently well in student feedback, and therefore, a study into the educational benefits of the App was constructed.MethodsA cross-sectional study was performed following two years of use by students to investigate the relationship between App usage and decile ranking.ResultsThe study found that the students who completed more cases tended to score higher per case (p value=0.0037). The study also found a trend between having higher case scores and being part of a stronger decile (p value=0.019).ConclusionsGreater App usage was linked with performing better in the App itself and this was further associated with being in a stronger decile rank. From a user perspective, the data generated from the App could help with identifying students who are underperforming or help students to recognise areas on which they need to focus.
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Reuter K, Danve A, Deodhar A. Harnessing the power of social media: how can it help in axial spondyloarthritis research? Curr Opin Rheumatol 2020; 31:321-328. [PMID: 31045949 DOI: 10.1097/bor.0000000000000614] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
PURPOSE OF REVIEW Axial spondyloarthritis (axSpA) is a chronic inflammatory rheumatic disease that is relatively unknown among the general public. Most patients with axSpA are young or middle-aged adults and more likely to use some social media. This review highlights trends in the application of social media and different ways in which these tools do already or may benefit clinical research, delivery of care, and education in rheumatology, particularly in the field of axSpA. RECENT FINDINGS This article discusses four areas in the biomedical field that social media has infused with novel ideas: (i) the use of patient-generated health data from social media to learn about their disease experience, (ii) delivering health education and interventions, (iii) recruiting study participants, and (iv) reform, transfer, and disseminate medical education. We conclude with promising studies in rheumatology that have incorporated social media and suggestions for future directions. SUMMARY Rheumatologists now have the opportunity to use social media and innovate on many aspects of their practice. We propose further exploration of multiple ways in which social media might help with the identification, diagnosis, education, and research study enrollment of axSpA patients. However, standardization in study design, reporting, and managing ethical and regulatory aspects will be required to take full advantage of this opportunity.
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Affiliation(s)
- Katja Reuter
- Institute for Health Promotion and Disease Prevention Research, Department of Preventive Medicine.,Southern California Clinical and Translational Science Institute, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Abhijeet Danve
- Section of Rheumatology, Yale School of Medicine, New Haven, Connecticut
| | - Atul Deodhar
- Division of Arthritis and Rheumatic Diseases, Oregon Health and Science University, Portland, Oregon, USA
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