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Patterns of red blood cell utilization: Harnessing electronic health records data from the Information Standard for Blood and Transplant (ISBT) 128 system within the Biologics Effectiveness and Safety (BEST) initiative
Background Current hemovigilance methods generally rely on survey data or administrative claims data utilizing billing and revenue codes, each of which has limitations. We used electronic health records (EHR) linked to blood bank data to comprehensively characterize red blood cell (RBC) utilization...
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Published in: | Transfusion (Philadelphia, Pa.) Pa.), 2024-06, Vol.64 (6), p.998-1007 |
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creator | Obidi, Joyce Sridhar, Gayathri Dores, Graça M. Whitaker, Barbee Villa, Carlos H. Storch, Emily Chada, Kinnera Schilling, Lisa M. Natarajan, Karthik Biondich, Paul Soares, Andrey Spotnitz, Matthew Falconer, Thomas Purkayastha, Saptarshi Draper, Nicole L. Wong, Hui‐Lee Stagg, Matthew Reich, Christian Anderson, Steven Shoaibi, Azadeh |
description | Background
Current hemovigilance methods generally rely on survey data or administrative claims data utilizing billing and revenue codes, each of which has limitations. We used electronic health records (EHR) linked to blood bank data to comprehensively characterize red blood cell (RBC) utilization patterns and trends in three healthcare systems participating in the U.S. Food and Drug Administration Center for Biologics Evaluation and Research Biologics Effectiveness and Safety (BEST) initiative.
Methods
We used Information Standard for Blood and Transplant (ISBT) 128 codes linked to EHR from three healthcare systems data sources to identify and quantify RBC‐transfused individuals, RBC transfusion episodes, transfused RBC units, and processing methods per year during 2012–2018.
Results
There were 577,822 RBC units transfused among 112,705 patients comprising 345,373 transfusion episodes between 2012 and 2018. Utilization in terms of RBC units and patients increased slightly in one and decreased slightly in the other two healthcare facilities. About 90% of RBC‐transfused patients had 1 (~46%) or 2–5 (~42%)transfusion episodes in 2018. Among the small proportion of patients with ≥12 transfusion episodes per year, approximately 60% of episodes included only one RBC unit. All facilities used leukocyte‐reduced RBCs during the study period whereas irradiated RBC utilization patterns differed across facilities.
Discussion
ISBT 128 codes and EHRs were used to observe patterns of RBC transfusion and modification methods at the unit level and patient level in three healthcare systems participating in the BEST initiative. This study shows that the ISBT 128 coding system in an EHR environment provides a feasible source for hemovigilance activities. |
doi_str_mv | 10.1111/trf.17852 |
format | article |
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Current hemovigilance methods generally rely on survey data or administrative claims data utilizing billing and revenue codes, each of which has limitations. We used electronic health records (EHR) linked to blood bank data to comprehensively characterize red blood cell (RBC) utilization patterns and trends in three healthcare systems participating in the U.S. Food and Drug Administration Center for Biologics Evaluation and Research Biologics Effectiveness and Safety (BEST) initiative.
Methods
We used Information Standard for Blood and Transplant (ISBT) 128 codes linked to EHR from three healthcare systems data sources to identify and quantify RBC‐transfused individuals, RBC transfusion episodes, transfused RBC units, and processing methods per year during 2012–2018.
Results
There were 577,822 RBC units transfused among 112,705 patients comprising 345,373 transfusion episodes between 2012 and 2018. Utilization in terms of RBC units and patients increased slightly in one and decreased slightly in the other two healthcare facilities. About 90% of RBC‐transfused patients had 1 (~46%) or 2–5 (~42%)transfusion episodes in 2018. Among the small proportion of patients with ≥12 transfusion episodes per year, approximately 60% of episodes included only one RBC unit. All facilities used leukocyte‐reduced RBCs during the study period whereas irradiated RBC utilization patterns differed across facilities.
Discussion
ISBT 128 codes and EHRs were used to observe patterns of RBC transfusion and modification methods at the unit level and patient level in three healthcare systems participating in the BEST initiative. This study shows that the ISBT 128 coding system in an EHR environment provides a feasible source for hemovigilance activities.</description><identifier>ISSN: 0041-1132</identifier><identifier>ISSN: 1537-2995</identifier><identifier>EISSN: 1537-2995</identifier><identifier>DOI: 10.1111/trf.17852</identifier><identifier>PMID: 38689458</identifier><language>eng</language><publisher>Hoboken, USA: John Wiley & Sons, Inc</publisher><subject>Biological effects ; Biological products ; Blood ; Blood transfusion ; Effectiveness ; Electronic health records ; Electronic medical records ; Erythrocytes ; Health care ; Health care facilities ; hematology ; RBC transfusion ; red cells ; Transfusion ; Utilization</subject><ispartof>Transfusion (Philadelphia, Pa.), 2024-06, Vol.64 (6), p.998-1007</ispartof><rights>2024 AABB. This article has been contributed to by U.S. Government employees and their work is in the public domain in the USA.</rights><rights>2024 AABB.</rights><rights>2024 AABB</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c3132-b58d87e8e8ede08d2d59ed88e2807c0058303855d5afbca6b9ac7992883b91083</cites><orcidid>0000-0002-5316-1006 ; 0009-0002-1641-2619 ; 0000-0002-3985-2935 ; 0000-0002-6311-6268 ; 0000-0003-3625-534X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38689458$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Obidi, Joyce</creatorcontrib><creatorcontrib>Sridhar, Gayathri</creatorcontrib><creatorcontrib>Dores, Graça M.</creatorcontrib><creatorcontrib>Whitaker, Barbee</creatorcontrib><creatorcontrib>Villa, Carlos H.</creatorcontrib><creatorcontrib>Storch, Emily</creatorcontrib><creatorcontrib>Chada, Kinnera</creatorcontrib><creatorcontrib>Schilling, Lisa M.</creatorcontrib><creatorcontrib>Natarajan, Karthik</creatorcontrib><creatorcontrib>Biondich, Paul</creatorcontrib><creatorcontrib>Soares, Andrey</creatorcontrib><creatorcontrib>Spotnitz, Matthew</creatorcontrib><creatorcontrib>Falconer, Thomas</creatorcontrib><creatorcontrib>Purkayastha, Saptarshi</creatorcontrib><creatorcontrib>Draper, Nicole L.</creatorcontrib><creatorcontrib>Wong, Hui‐Lee</creatorcontrib><creatorcontrib>Stagg, Matthew</creatorcontrib><creatorcontrib>Reich, Christian</creatorcontrib><creatorcontrib>Anderson, Steven</creatorcontrib><creatorcontrib>Shoaibi, Azadeh</creatorcontrib><title>Patterns of red blood cell utilization: Harnessing electronic health records data from the Information Standard for Blood and Transplant (ISBT) 128 system within the Biologics Effectiveness and Safety (BEST) initiative</title><title>Transfusion (Philadelphia, Pa.)</title><addtitle>Transfusion</addtitle><description>Background
Current hemovigilance methods generally rely on survey data or administrative claims data utilizing billing and revenue codes, each of which has limitations. We used electronic health records (EHR) linked to blood bank data to comprehensively characterize red blood cell (RBC) utilization patterns and trends in three healthcare systems participating in the U.S. Food and Drug Administration Center for Biologics Evaluation and Research Biologics Effectiveness and Safety (BEST) initiative.
Methods
We used Information Standard for Blood and Transplant (ISBT) 128 codes linked to EHR from three healthcare systems data sources to identify and quantify RBC‐transfused individuals, RBC transfusion episodes, transfused RBC units, and processing methods per year during 2012–2018.
Results
There were 577,822 RBC units transfused among 112,705 patients comprising 345,373 transfusion episodes between 2012 and 2018. Utilization in terms of RBC units and patients increased slightly in one and decreased slightly in the other two healthcare facilities. About 90% of RBC‐transfused patients had 1 (~46%) or 2–5 (~42%)transfusion episodes in 2018. Among the small proportion of patients with ≥12 transfusion episodes per year, approximately 60% of episodes included only one RBC unit. All facilities used leukocyte‐reduced RBCs during the study period whereas irradiated RBC utilization patterns differed across facilities.
Discussion
ISBT 128 codes and EHRs were used to observe patterns of RBC transfusion and modification methods at the unit level and patient level in three healthcare systems participating in the BEST initiative. This study shows that the ISBT 128 coding system in an EHR environment provides a feasible source for hemovigilance activities.</description><subject>Biological effects</subject><subject>Biological products</subject><subject>Blood</subject><subject>Blood transfusion</subject><subject>Effectiveness</subject><subject>Electronic health records</subject><subject>Electronic medical records</subject><subject>Erythrocytes</subject><subject>Health care</subject><subject>Health care facilities</subject><subject>hematology</subject><subject>RBC transfusion</subject><subject>red cells</subject><subject>Transfusion</subject><subject>Utilization</subject><issn>0041-1132</issn><issn>1537-2995</issn><issn>1537-2995</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp1kcFu1DAQhiMEokvhwAugkbhsD2ltZ5PY3NhqS1eqBGKXc-TEk64rx15sh2p5VJ4Gb7ZwQMJzsDT6_n9G82fZW0ouaXpX0feXtOYle5bNaFnUOROifJ7NCFnQnNKCnWWvQngghDBB6MvsrOAVF4uSz7JfX2SM6G0A14NHBa1xTkGHxsAYtdE_ZdTOfoBb6S2GoO09oMEuemd1BzuUJu6SsHNeBVAySui9GyDuENa2d36Y9LCJ0irpFaQWLKcZqQFbL23YG2kjzNeb5fYCKOMQDiHiAI867rSdrJbaGXevuwCrvk_T9Q88bjN5bGSP8QDz5WqT9NrqqOUReJ296KUJ-ObpP8--3ay217f53edP6-uPd3lXpNPkbckVr5GnUki4YqoUqDhHxkndEVLyghS8LFUp-7aTVStkVwvBOC9aQQkvzrP5yXfv3fcRQ2wGHY4HlBbdGJqCLETNiKhYQt__gz640du0XaIqxgWrFiRRFyeq8y4Ej32z93qQ_tBQ0hwDb1LgzRR4Yt89OY7tgOov-SfhBFydgEdt8PB_p2b79eZk-Ru9RrdU</recordid><startdate>202406</startdate><enddate>202406</enddate><creator>Obidi, Joyce</creator><creator>Sridhar, Gayathri</creator><creator>Dores, Graça M.</creator><creator>Whitaker, Barbee</creator><creator>Villa, Carlos H.</creator><creator>Storch, Emily</creator><creator>Chada, Kinnera</creator><creator>Schilling, Lisa M.</creator><creator>Natarajan, Karthik</creator><creator>Biondich, Paul</creator><creator>Soares, Andrey</creator><creator>Spotnitz, Matthew</creator><creator>Falconer, Thomas</creator><creator>Purkayastha, Saptarshi</creator><creator>Draper, Nicole L.</creator><creator>Wong, Hui‐Lee</creator><creator>Stagg, Matthew</creator><creator>Reich, Christian</creator><creator>Anderson, Steven</creator><creator>Shoaibi, Azadeh</creator><general>John Wiley & Sons, Inc</general><general>Wiley Subscription Services, Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QO</scope><scope>7U9</scope><scope>8FD</scope><scope>FR3</scope><scope>H94</scope><scope>K9.</scope><scope>P64</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-5316-1006</orcidid><orcidid>https://orcid.org/0009-0002-1641-2619</orcidid><orcidid>https://orcid.org/0000-0002-3985-2935</orcidid><orcidid>https://orcid.org/0000-0002-6311-6268</orcidid><orcidid>https://orcid.org/0000-0003-3625-534X</orcidid></search><sort><creationdate>202406</creationdate><title>Patterns of red blood cell utilization: Harnessing electronic health records data from the Information Standard for Blood and Transplant (ISBT) 128 system within the Biologics Effectiveness and Safety (BEST) initiative</title><author>Obidi, Joyce ; Sridhar, Gayathri ; Dores, Graça M. ; Whitaker, Barbee ; Villa, Carlos H. ; Storch, Emily ; Chada, Kinnera ; Schilling, Lisa M. ; Natarajan, Karthik ; Biondich, Paul ; Soares, Andrey ; Spotnitz, Matthew ; Falconer, Thomas ; Purkayastha, Saptarshi ; Draper, Nicole L. ; Wong, Hui‐Lee ; Stagg, Matthew ; Reich, Christian ; Anderson, Steven ; Shoaibi, Azadeh</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3132-b58d87e8e8ede08d2d59ed88e2807c0058303855d5afbca6b9ac7992883b91083</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Biological effects</topic><topic>Biological products</topic><topic>Blood</topic><topic>Blood transfusion</topic><topic>Effectiveness</topic><topic>Electronic health records</topic><topic>Electronic medical records</topic><topic>Erythrocytes</topic><topic>Health care</topic><topic>Health care facilities</topic><topic>hematology</topic><topic>RBC transfusion</topic><topic>red cells</topic><topic>Transfusion</topic><topic>Utilization</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Obidi, Joyce</creatorcontrib><creatorcontrib>Sridhar, Gayathri</creatorcontrib><creatorcontrib>Dores, Graça M.</creatorcontrib><creatorcontrib>Whitaker, Barbee</creatorcontrib><creatorcontrib>Villa, Carlos H.</creatorcontrib><creatorcontrib>Storch, Emily</creatorcontrib><creatorcontrib>Chada, Kinnera</creatorcontrib><creatorcontrib>Schilling, Lisa M.</creatorcontrib><creatorcontrib>Natarajan, Karthik</creatorcontrib><creatorcontrib>Biondich, Paul</creatorcontrib><creatorcontrib>Soares, Andrey</creatorcontrib><creatorcontrib>Spotnitz, Matthew</creatorcontrib><creatorcontrib>Falconer, Thomas</creatorcontrib><creatorcontrib>Purkayastha, Saptarshi</creatorcontrib><creatorcontrib>Draper, Nicole L.</creatorcontrib><creatorcontrib>Wong, Hui‐Lee</creatorcontrib><creatorcontrib>Stagg, Matthew</creatorcontrib><creatorcontrib>Reich, Christian</creatorcontrib><creatorcontrib>Anderson, Steven</creatorcontrib><creatorcontrib>Shoaibi, Azadeh</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Transfusion (Philadelphia, Pa.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Obidi, Joyce</au><au>Sridhar, Gayathri</au><au>Dores, Graça M.</au><au>Whitaker, Barbee</au><au>Villa, Carlos H.</au><au>Storch, Emily</au><au>Chada, Kinnera</au><au>Schilling, Lisa M.</au><au>Natarajan, Karthik</au><au>Biondich, Paul</au><au>Soares, Andrey</au><au>Spotnitz, Matthew</au><au>Falconer, Thomas</au><au>Purkayastha, Saptarshi</au><au>Draper, Nicole L.</au><au>Wong, Hui‐Lee</au><au>Stagg, Matthew</au><au>Reich, Christian</au><au>Anderson, Steven</au><au>Shoaibi, Azadeh</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Patterns of red blood cell utilization: Harnessing electronic health records data from the Information Standard for Blood and Transplant (ISBT) 128 system within the Biologics Effectiveness and Safety (BEST) initiative</atitle><jtitle>Transfusion (Philadelphia, Pa.)</jtitle><addtitle>Transfusion</addtitle><date>2024-06</date><risdate>2024</risdate><volume>64</volume><issue>6</issue><spage>998</spage><epage>1007</epage><pages>998-1007</pages><issn>0041-1132</issn><issn>1537-2995</issn><eissn>1537-2995</eissn><abstract>Background
Current hemovigilance methods generally rely on survey data or administrative claims data utilizing billing and revenue codes, each of which has limitations. We used electronic health records (EHR) linked to blood bank data to comprehensively characterize red blood cell (RBC) utilization patterns and trends in three healthcare systems participating in the U.S. Food and Drug Administration Center for Biologics Evaluation and Research Biologics Effectiveness and Safety (BEST) initiative.
Methods
We used Information Standard for Blood and Transplant (ISBT) 128 codes linked to EHR from three healthcare systems data sources to identify and quantify RBC‐transfused individuals, RBC transfusion episodes, transfused RBC units, and processing methods per year during 2012–2018.
Results
There were 577,822 RBC units transfused among 112,705 patients comprising 345,373 transfusion episodes between 2012 and 2018. Utilization in terms of RBC units and patients increased slightly in one and decreased slightly in the other two healthcare facilities. About 90% of RBC‐transfused patients had 1 (~46%) or 2–5 (~42%)transfusion episodes in 2018. Among the small proportion of patients with ≥12 transfusion episodes per year, approximately 60% of episodes included only one RBC unit. All facilities used leukocyte‐reduced RBCs during the study period whereas irradiated RBC utilization patterns differed across facilities.
Discussion
ISBT 128 codes and EHRs were used to observe patterns of RBC transfusion and modification methods at the unit level and patient level in three healthcare systems participating in the BEST initiative. This study shows that the ISBT 128 coding system in an EHR environment provides a feasible source for hemovigilance activities.</abstract><cop>Hoboken, USA</cop><pub>John Wiley & Sons, Inc</pub><pmid>38689458</pmid><doi>10.1111/trf.17852</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-5316-1006</orcidid><orcidid>https://orcid.org/0009-0002-1641-2619</orcidid><orcidid>https://orcid.org/0000-0002-3985-2935</orcidid><orcidid>https://orcid.org/0000-0002-6311-6268</orcidid><orcidid>https://orcid.org/0000-0003-3625-534X</orcidid></addata></record> |
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subjects | Biological effects Biological products Blood Blood transfusion Effectiveness Electronic health records Electronic medical records Erythrocytes Health care Health care facilities hematology RBC transfusion red cells Transfusion Utilization |
title | Patterns of red blood cell utilization: Harnessing electronic health records data from the Information Standard for Blood and Transplant (ISBT) 128 system within the Biologics Effectiveness and Safety (BEST) initiative |
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