A computerized scoring system to improve assessment of heparin‐induced thrombocytopenia risk

Essentials Current risk scores for heparin‐induced thrombocytopenia (HIT) are not computer‐friendly. We compared a new computerized risk score with the 4Ts score in a large healthcare system. The computerized risk score agrees with the 4Ts score 85% of the time. The new score could potentially impro...

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Veröffentlicht in:Journal of thrombosis and haemostasis 2019-02, Vol.17 (2), p.383-388
Hauptverfasser: Gallo, T., Curry, S. C., Padilla‐Jones, A., Heise, C. W., Ramos, K. S., Woosley, R. L., Raschke, R. A.
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container_end_page 388
container_issue 2
container_start_page 383
container_title Journal of thrombosis and haemostasis
container_volume 17
creator Gallo, T.
Curry, S. C.
Padilla‐Jones, A.
Heise, C. W.
Ramos, K. S.
Woosley, R. L.
Raschke, R. A.
description Essentials Current risk scores for heparin‐induced thrombocytopenia (HIT) are not computer‐friendly. We compared a new computerized risk score with the 4Ts score in a large healthcare system. The computerized risk score agrees with the 4Ts score 85% of the time. The new score could potentially improve HIT diagnosis via incorporation into decision support. Summary Background (HIT) is an immune‐mediated adverse drug event associated with life‐threatening thrombotic complications. The 4Ts score is widely used to estimate the risk for HIT and guide diagnostic testing, but it is not easily amenable to computerized clinical decision support (CDS) implementation. Objectives Our main objective was to develop an HIT computerized risk (HIT‐CR) scoring system that provides platelet count surveillance for timing and degree of thrombocytopenia to identify those for whom diagnostic testing should be considered. Our secondary objective was to evaluate clinical management and subsequent outcomes in those identified as being at risk for HIT. Methods We retrospectively analyzed data from a stratified sample of 150 inpatients treated with heparin to compare the performance of the HIT‐CR scoring system with that of a clinically calculated 4Ts score. We took a 4Ts score of ≥ 4 as the gold standard to determine whether HIT diagnostic testing should be performed. Results The best cutoff point of the HIT‐CR score was a score of 3, which yielded 85% raw agreement with the 4Ts score and a kappa of 0.69 (95% confidence interval 0.57–0.81). Ninety per cent of patients with 4Ts score of ≥ 4 failed to undergo conventionally recommended diagnostic testing; 38% of these experienced persistent, unexplained thrombocytopenia, and 4% suffered life‐threatening thrombotic complications suggestive of undiagnosed HIT. Conclusion The HIT‐CR scoring system is practical for computerized CDS, agrees well with the 4Ts score, and should be prospectively evaluated for its ability to identify patients who should be tested for HIT.
doi_str_mv 10.1111/jth.14359
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C. ; Padilla‐Jones, A. ; Heise, C. W. ; Ramos, K. S. ; Woosley, R. L. ; Raschke, R. A.</creator><creatorcontrib>Gallo, T. ; Curry, S. C. ; Padilla‐Jones, A. ; Heise, C. W. ; Ramos, K. S. ; Woosley, R. L. ; Raschke, R. A.</creatorcontrib><description>Essentials Current risk scores for heparin‐induced thrombocytopenia (HIT) are not computer‐friendly. We compared a new computerized risk score with the 4Ts score in a large healthcare system. The computerized risk score agrees with the 4Ts score 85% of the time. The new score could potentially improve HIT diagnosis via incorporation into decision support. Summary Background (HIT) is an immune‐mediated adverse drug event associated with life‐threatening thrombotic complications. The 4Ts score is widely used to estimate the risk for HIT and guide diagnostic testing, but it is not easily amenable to computerized clinical decision support (CDS) implementation. Objectives Our main objective was to develop an HIT computerized risk (HIT‐CR) scoring system that provides platelet count surveillance for timing and degree of thrombocytopenia to identify those for whom diagnostic testing should be considered. Our secondary objective was to evaluate clinical management and subsequent outcomes in those identified as being at risk for HIT. Methods We retrospectively analyzed data from a stratified sample of 150 inpatients treated with heparin to compare the performance of the HIT‐CR scoring system with that of a clinically calculated 4Ts score. We took a 4Ts score of ≥ 4 as the gold standard to determine whether HIT diagnostic testing should be performed. Results The best cutoff point of the HIT‐CR score was a score of 3, which yielded 85% raw agreement with the 4Ts score and a kappa of 0.69 (95% confidence interval 0.57–0.81). Ninety per cent of patients with 4Ts score of ≥ 4 failed to undergo conventionally recommended diagnostic testing; 38% of these experienced persistent, unexplained thrombocytopenia, and 4% suffered life‐threatening thrombotic complications suggestive of undiagnosed HIT. Conclusion The HIT‐CR scoring system is practical for computerized CDS, agrees well with the 4Ts score, and should be prospectively evaluated for its ability to identify patients who should be tested for HIT.</description><identifier>ISSN: 1538-7933</identifier><identifier>ISSN: 1538-7836</identifier><identifier>EISSN: 1538-7836</identifier><identifier>DOI: 10.1111/jth.14359</identifier><identifier>PMID: 30552743</identifier><language>eng</language><publisher>England: Elsevier Limited</publisher><subject>Adolescent ; Adult ; Aged ; Aged, 80 and over ; Anticoagulants ; Anticoagulants - adverse effects ; Blood Platelets - drug effects ; clinical ; Computer Simulation ; Data processing ; decision support systems ; Decision Support Techniques ; Diagnostic tests ; drug‐related side effects and adverse reactions ; Electronic Health Records ; epidemiology ; Female ; Heparin ; Heparin - adverse effects ; Humans ; Male ; Middle Aged ; Pilot Projects ; Platelet Count ; Predictive Value of Tests ; Quality control ; quality improvement ; Retrospective Studies ; Risk Assessment ; Risk Factors ; Thrombocytopenia ; Thrombocytopenia - blood ; Thrombocytopenia - chemically induced ; Thrombocytopenia - diagnosis ; Young Adult</subject><ispartof>Journal of thrombosis and haemostasis, 2019-02, Vol.17 (2), p.383-388</ispartof><rights>2018 International Society on Thrombosis and Haemostasis</rights><rights>2018 International Society on Thrombosis and Haemostasis.</rights><rights>Copyright © 2019 International Society on Thrombosis and Haemostasis</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3889-7751f1483a8a6c6f24120fb18be805248054f2bdfb6ca409b5784a5d32504be03</citedby><cites>FETCH-LOGICAL-c3889-7751f1483a8a6c6f24120fb18be805248054f2bdfb6ca409b5784a5d32504be03</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>315,781,785,27928,27929</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30552743$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Gallo, T.</creatorcontrib><creatorcontrib>Curry, S. C.</creatorcontrib><creatorcontrib>Padilla‐Jones, A.</creatorcontrib><creatorcontrib>Heise, C. W.</creatorcontrib><creatorcontrib>Ramos, K. S.</creatorcontrib><creatorcontrib>Woosley, R. L.</creatorcontrib><creatorcontrib>Raschke, R. A.</creatorcontrib><title>A computerized scoring system to improve assessment of heparin‐induced thrombocytopenia risk</title><title>Journal of thrombosis and haemostasis</title><addtitle>J Thromb Haemost</addtitle><description>Essentials Current risk scores for heparin‐induced thrombocytopenia (HIT) are not computer‐friendly. We compared a new computerized risk score with the 4Ts score in a large healthcare system. The computerized risk score agrees with the 4Ts score 85% of the time. The new score could potentially improve HIT diagnosis via incorporation into decision support. Summary Background (HIT) is an immune‐mediated adverse drug event associated with life‐threatening thrombotic complications. The 4Ts score is widely used to estimate the risk for HIT and guide diagnostic testing, but it is not easily amenable to computerized clinical decision support (CDS) implementation. Objectives Our main objective was to develop an HIT computerized risk (HIT‐CR) scoring system that provides platelet count surveillance for timing and degree of thrombocytopenia to identify those for whom diagnostic testing should be considered. Our secondary objective was to evaluate clinical management and subsequent outcomes in those identified as being at risk for HIT. Methods We retrospectively analyzed data from a stratified sample of 150 inpatients treated with heparin to compare the performance of the HIT‐CR scoring system with that of a clinically calculated 4Ts score. We took a 4Ts score of ≥ 4 as the gold standard to determine whether HIT diagnostic testing should be performed. Results The best cutoff point of the HIT‐CR score was a score of 3, which yielded 85% raw agreement with the 4Ts score and a kappa of 0.69 (95% confidence interval 0.57–0.81). Ninety per cent of patients with 4Ts score of ≥ 4 failed to undergo conventionally recommended diagnostic testing; 38% of these experienced persistent, unexplained thrombocytopenia, and 4% suffered life‐threatening thrombotic complications suggestive of undiagnosed HIT. 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A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A computerized scoring system to improve assessment of heparin‐induced thrombocytopenia risk</atitle><jtitle>Journal of thrombosis and haemostasis</jtitle><addtitle>J Thromb Haemost</addtitle><date>2019-02</date><risdate>2019</risdate><volume>17</volume><issue>2</issue><spage>383</spage><epage>388</epage><pages>383-388</pages><issn>1538-7933</issn><issn>1538-7836</issn><eissn>1538-7836</eissn><abstract>Essentials Current risk scores for heparin‐induced thrombocytopenia (HIT) are not computer‐friendly. We compared a new computerized risk score with the 4Ts score in a large healthcare system. The computerized risk score agrees with the 4Ts score 85% of the time. The new score could potentially improve HIT diagnosis via incorporation into decision support. Summary Background (HIT) is an immune‐mediated adverse drug event associated with life‐threatening thrombotic complications. The 4Ts score is widely used to estimate the risk for HIT and guide diagnostic testing, but it is not easily amenable to computerized clinical decision support (CDS) implementation. Objectives Our main objective was to develop an HIT computerized risk (HIT‐CR) scoring system that provides platelet count surveillance for timing and degree of thrombocytopenia to identify those for whom diagnostic testing should be considered. Our secondary objective was to evaluate clinical management and subsequent outcomes in those identified as being at risk for HIT. Methods We retrospectively analyzed data from a stratified sample of 150 inpatients treated with heparin to compare the performance of the HIT‐CR scoring system with that of a clinically calculated 4Ts score. We took a 4Ts score of ≥ 4 as the gold standard to determine whether HIT diagnostic testing should be performed. Results The best cutoff point of the HIT‐CR score was a score of 3, which yielded 85% raw agreement with the 4Ts score and a kappa of 0.69 (95% confidence interval 0.57–0.81). Ninety per cent of patients with 4Ts score of ≥ 4 failed to undergo conventionally recommended diagnostic testing; 38% of these experienced persistent, unexplained thrombocytopenia, and 4% suffered life‐threatening thrombotic complications suggestive of undiagnosed HIT. Conclusion The HIT‐CR scoring system is practical for computerized CDS, agrees well with the 4Ts score, and should be prospectively evaluated for its ability to identify patients who should be tested for HIT.</abstract><cop>England</cop><pub>Elsevier Limited</pub><pmid>30552743</pmid><doi>10.1111/jth.14359</doi><tpages>6</tpages><oa>free_for_read</oa></addata></record>
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subjects Adolescent
Adult
Aged
Aged, 80 and over
Anticoagulants
Anticoagulants - adverse effects
Blood Platelets - drug effects
clinical
Computer Simulation
Data processing
decision support systems
Decision Support Techniques
Diagnostic tests
drug‐related side effects and adverse reactions
Electronic Health Records
epidemiology
Female
Heparin
Heparin - adverse effects
Humans
Male
Middle Aged
Pilot Projects
Platelet Count
Predictive Value of Tests
Quality control
quality improvement
Retrospective Studies
Risk Assessment
Risk Factors
Thrombocytopenia
Thrombocytopenia - blood
Thrombocytopenia - chemically induced
Thrombocytopenia - diagnosis
Young Adult
title A computerized scoring system to improve assessment of heparin‐induced thrombocytopenia risk
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