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Common Data Model-based Analysis of Selective Leukoreduction Protocol Compliance at Three Hospitals

BACKGROUND: The selective leukoreduction protocol (SLP) is limited in that patients who require it can be overlooked. We estimated SLP compliance (SLPC) using the Observational Medical Outcomes Partnership common data model (CDM). METHODS: Patients were classified into eight groups pre- and post-hem...

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Autores principales: Choi, Sooin, Choi, Soo Jeong, Shin, Jeong Won, Yoon, Young Ahn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Society for Laboratory Medicine 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9618907/
https://www.ncbi.nlm.nih.gov/pubmed/36281513
http://dx.doi.org/10.3343/alm.2023.43.2.187
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author Choi, Sooin
Choi, Soo Jeong
Shin, Jeong Won
Yoon, Young Ahn
author_facet Choi, Sooin
Choi, Soo Jeong
Shin, Jeong Won
Yoon, Young Ahn
author_sort Choi, Sooin
collection PubMed
description BACKGROUND: The selective leukoreduction protocol (SLP) is limited in that patients who require it can be overlooked. We estimated SLP compliance (SLPC) using the Observational Medical Outcomes Partnership common data model (CDM). METHODS: Patients were classified into eight groups pre- and post-hematology disease (A and B), pre- and post-solid organ transplantation (C and D), solid cancer (E), immunodeficiency (F), anticancer therapy (G), and cardiovascular surgery (H). We examined the red blood cell (RBC) transfusion history from three hospital datasets comprising approximately three million patients over 20 years using CDM-based analysis. SLPC was calculated as the percentage of patients who received only leukoreduced RBCs in total patients transfused RBCs. RESULTS: In total, 166,641 patients from three hospitals were enrolled in this study. From 2001 to 2021, SLPC in all groups, except H, tended to increase, although there were differences among the hospitals. Based on the most recent values (2017–2021), the SLPC in groups A, B, D, and G was maintained at ≥75% until 1,095 days before or after diagnosis or treatment. Groups E, F, and H had < 50% SLPC one day after diagnosis and treatment. CONCLUSIONS: CDM analysis supports the review of large datasets for SLPC evaluation. Although SLPC tended to improve in most patient groups, additional education and monitoring are needed for groups that continue to show low SLPC.
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spelling pubmed-96189072022-12-26 Common Data Model-based Analysis of Selective Leukoreduction Protocol Compliance at Three Hospitals Choi, Sooin Choi, Soo Jeong Shin, Jeong Won Yoon, Young Ahn Ann Lab Med Original Article BACKGROUND: The selective leukoreduction protocol (SLP) is limited in that patients who require it can be overlooked. We estimated SLP compliance (SLPC) using the Observational Medical Outcomes Partnership common data model (CDM). METHODS: Patients were classified into eight groups pre- and post-hematology disease (A and B), pre- and post-solid organ transplantation (C and D), solid cancer (E), immunodeficiency (F), anticancer therapy (G), and cardiovascular surgery (H). We examined the red blood cell (RBC) transfusion history from three hospital datasets comprising approximately three million patients over 20 years using CDM-based analysis. SLPC was calculated as the percentage of patients who received only leukoreduced RBCs in total patients transfused RBCs. RESULTS: In total, 166,641 patients from three hospitals were enrolled in this study. From 2001 to 2021, SLPC in all groups, except H, tended to increase, although there were differences among the hospitals. Based on the most recent values (2017–2021), the SLPC in groups A, B, D, and G was maintained at ≥75% until 1,095 days before or after diagnosis or treatment. Groups E, F, and H had < 50% SLPC one day after diagnosis and treatment. CONCLUSIONS: CDM analysis supports the review of large datasets for SLPC evaluation. Although SLPC tended to improve in most patient groups, additional education and monitoring are needed for groups that continue to show low SLPC. Korean Society for Laboratory Medicine 2023-03-01 2022-10-25 /pmc/articles/PMC9618907/ /pubmed/36281513 http://dx.doi.org/10.3343/alm.2023.43.2.187 Text en © Korean Society for Laboratory Medicine https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0 (https://creativecommons.org/licenses/by-nc/4.0/) ) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Choi, Sooin
Choi, Soo Jeong
Shin, Jeong Won
Yoon, Young Ahn
Common Data Model-based Analysis of Selective Leukoreduction Protocol Compliance at Three Hospitals
title Common Data Model-based Analysis of Selective Leukoreduction Protocol Compliance at Three Hospitals
title_full Common Data Model-based Analysis of Selective Leukoreduction Protocol Compliance at Three Hospitals
title_fullStr Common Data Model-based Analysis of Selective Leukoreduction Protocol Compliance at Three Hospitals
title_full_unstemmed Common Data Model-based Analysis of Selective Leukoreduction Protocol Compliance at Three Hospitals
title_short Common Data Model-based Analysis of Selective Leukoreduction Protocol Compliance at Three Hospitals
title_sort common data model-based analysis of selective leukoreduction protocol compliance at three hospitals
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9618907/
https://www.ncbi.nlm.nih.gov/pubmed/36281513
http://dx.doi.org/10.3343/alm.2023.43.2.187
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