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Validation of Bleeding Risk Prediction Scores for Patients With Major Bleeding on Direct Oral Anticoagulants
Background: Direct oral anticoagulants (DOACs) offer many benefits over vitamin K antagonists (VKAs) but still carry a significant risk of major bleeding. Bleeding risk prediction scores such as the Hypertension, Abnormal Renal/Liver Function, Stroke, Bleeding History or Predisposition, Labile Inter...
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Published in: | The Annals of pharmacotherapy 2020-12, Vol.54 (12), p.1175-1184 |
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creator | Tchen, Stephanie Ryba, Nicole Patel, Vishal Cavanaugh, Joseph Sullivan, Jesse B. |
description | Background:
Direct oral anticoagulants (DOACs) offer many benefits over vitamin K antagonists (VKAs) but still carry a significant risk of major bleeding. Bleeding risk prediction scores such as the Hypertension, Abnormal Renal/Liver Function, Stroke, Bleeding History or Predisposition, Labile International Normalized Ratio, Elderly, and Drugs/Alcohol (HAS-BLED), Hepatic or Renal Disease, Ethanol Abuse, Malignancy, Older Age, Reduced Platelet Count or Function, Re-Bleeding, Hypertension, Anemia, Genetic Factors, Excessive Fall Risk, and Stroke (HEMORR2HAGES), Anticoagulation and Risk Factors in Atrial Fibrillation (ATRIA), Registro Informatizado Enfermedad TromboEmbólica (RIETE), and CHEST scores were validated or evaluated for use with VKAs and parenteral anticoagulants, but evidence for use with DOACs is lacking.
Objective:
This study aims to evaluate bleeding risk prediction scores for DOAC patients presenting with major bleeding.
Methods:
A retrospective analysis of patients presenting from 2015 to 2018 was performed. Patients were separated into bleed and nonbleed groups. The primary objective was to assess the diagnostic accuracy of the bleeding risk prediction scores utilizing the receiver operating characteristic (ROC) curve.
Results:
A total of 126 patients were included in the analyses. The areas under the curve (AUC) for the ROC curves of the HAS-BLED, HEMORR2HAGES, ATRIA, RIETE, and CHEST scores were 0.645, 0.675, 0.580, 0.638, and 0.667, respectively.
Conclusion and Relevance:
The HAS-BLED, HEMORR2HAGES, RIETE, and CHEST scores were found to have sufficient diagnostic accuracy for predicting risk of major bleeding in our study population; however, no score was identified as having an AUC greater than 0.7. Caution may be considered when utilizing these scores for patients on DOACs. |
doi_str_mv | 10.1177/1060028020933186 |
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Direct oral anticoagulants (DOACs) offer many benefits over vitamin K antagonists (VKAs) but still carry a significant risk of major bleeding. Bleeding risk prediction scores such as the Hypertension, Abnormal Renal/Liver Function, Stroke, Bleeding History or Predisposition, Labile International Normalized Ratio, Elderly, and Drugs/Alcohol (HAS-BLED), Hepatic or Renal Disease, Ethanol Abuse, Malignancy, Older Age, Reduced Platelet Count or Function, Re-Bleeding, Hypertension, Anemia, Genetic Factors, Excessive Fall Risk, and Stroke (HEMORR2HAGES), Anticoagulation and Risk Factors in Atrial Fibrillation (ATRIA), Registro Informatizado Enfermedad TromboEmbólica (RIETE), and CHEST scores were validated or evaluated for use with VKAs and parenteral anticoagulants, but evidence for use with DOACs is lacking.
Objective:
This study aims to evaluate bleeding risk prediction scores for DOAC patients presenting with major bleeding.
Methods:
A retrospective analysis of patients presenting from 2015 to 2018 was performed. Patients were separated into bleed and nonbleed groups. The primary objective was to assess the diagnostic accuracy of the bleeding risk prediction scores utilizing the receiver operating characteristic (ROC) curve.
Results:
A total of 126 patients were included in the analyses. The areas under the curve (AUC) for the ROC curves of the HAS-BLED, HEMORR2HAGES, ATRIA, RIETE, and CHEST scores were 0.645, 0.675, 0.580, 0.638, and 0.667, respectively.
Conclusion and Relevance:
The HAS-BLED, HEMORR2HAGES, RIETE, and CHEST scores were found to have sufficient diagnostic accuracy for predicting risk of major bleeding in our study population; however, no score was identified as having an AUC greater than 0.7. Caution may be considered when utilizing these scores for patients on DOACs.</description><identifier>ISSN: 1060-0280</identifier><identifier>EISSN: 1542-6270</identifier><identifier>DOI: 10.1177/1060028020933186</identifier><identifier>PMID: 32517484</identifier><language>eng</language><publisher>Los Angeles, CA: SAGE Publications</publisher><subject>Aged ; Anticoagulants - adverse effects ; Atrial Fibrillation - drug therapy ; Female ; Hemorrhage - chemically induced ; Hemorrhage - diagnosis ; Humans ; International Normalized Ratio ; Middle Aged ; Predictive Value of Tests ; Retrospective Studies ; Risk Assessment ; Risk Factors ; ROC Curve</subject><ispartof>The Annals of pharmacotherapy, 2020-12, Vol.54 (12), p.1175-1184</ispartof><rights>The Author(s) 2020</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c337t-cf1eba089b5743e8a0d40b60d35cdb1f50c9a7f223fc6d72d5274732f5fba2a93</citedby><cites>FETCH-LOGICAL-c337t-cf1eba089b5743e8a0d40b60d35cdb1f50c9a7f223fc6d72d5274732f5fba2a93</cites><orcidid>0000-0002-0886-5063 ; 0000-0003-4908-9280</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27923,27924,79235</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32517484$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Tchen, Stephanie</creatorcontrib><creatorcontrib>Ryba, Nicole</creatorcontrib><creatorcontrib>Patel, Vishal</creatorcontrib><creatorcontrib>Cavanaugh, Joseph</creatorcontrib><creatorcontrib>Sullivan, Jesse B.</creatorcontrib><title>Validation of Bleeding Risk Prediction Scores for Patients With Major Bleeding on Direct Oral Anticoagulants</title><title>The Annals of pharmacotherapy</title><addtitle>Ann Pharmacother</addtitle><description>Background:
Direct oral anticoagulants (DOACs) offer many benefits over vitamin K antagonists (VKAs) but still carry a significant risk of major bleeding. Bleeding risk prediction scores such as the Hypertension, Abnormal Renal/Liver Function, Stroke, Bleeding History or Predisposition, Labile International Normalized Ratio, Elderly, and Drugs/Alcohol (HAS-BLED), Hepatic or Renal Disease, Ethanol Abuse, Malignancy, Older Age, Reduced Platelet Count or Function, Re-Bleeding, Hypertension, Anemia, Genetic Factors, Excessive Fall Risk, and Stroke (HEMORR2HAGES), Anticoagulation and Risk Factors in Atrial Fibrillation (ATRIA), Registro Informatizado Enfermedad TromboEmbólica (RIETE), and CHEST scores were validated or evaluated for use with VKAs and parenteral anticoagulants, but evidence for use with DOACs is lacking.
Objective:
This study aims to evaluate bleeding risk prediction scores for DOAC patients presenting with major bleeding.
Methods:
A retrospective analysis of patients presenting from 2015 to 2018 was performed. Patients were separated into bleed and nonbleed groups. The primary objective was to assess the diagnostic accuracy of the bleeding risk prediction scores utilizing the receiver operating characteristic (ROC) curve.
Results:
A total of 126 patients were included in the analyses. The areas under the curve (AUC) for the ROC curves of the HAS-BLED, HEMORR2HAGES, ATRIA, RIETE, and CHEST scores were 0.645, 0.675, 0.580, 0.638, and 0.667, respectively.
Conclusion and Relevance:
The HAS-BLED, HEMORR2HAGES, RIETE, and CHEST scores were found to have sufficient diagnostic accuracy for predicting risk of major bleeding in our study population; however, no score was identified as having an AUC greater than 0.7. Caution may be considered when utilizing these scores for patients on DOACs.</description><subject>Aged</subject><subject>Anticoagulants - adverse effects</subject><subject>Atrial Fibrillation - drug therapy</subject><subject>Female</subject><subject>Hemorrhage - chemically induced</subject><subject>Hemorrhage - diagnosis</subject><subject>Humans</subject><subject>International Normalized Ratio</subject><subject>Middle Aged</subject><subject>Predictive Value of Tests</subject><subject>Retrospective Studies</subject><subject>Risk Assessment</subject><subject>Risk Factors</subject><subject>ROC Curve</subject><issn>1060-0280</issn><issn>1542-6270</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp1kElPwzAQhS0EoqVw54T8BwJjO46TYymrVNSK9Rg5XopLmlR2cuDf41LoAYnTLO99I81D6JTAOSFCXBDIAGgOFArGSJ7toSHhKU0yKmA_9lFONvoAHYWwBICC0OIQDRjlRKR5OkT1q6ydlp1rG9xafFkbo12zwI8ufOC5j4P61p5U603AtvV4Ht2m6QJ-c907fpDLuNtx0XrlvFEdnnlZ43HTOdXKRV_LSByjAyvrYE5-6gi93Fw_T-6S6ez2fjKeJoox0SXKElNJyIuKi5SZXIJOocpAM650RSwHVUhhKWVWZVpQzalIBaOW20pSWbARgu1d5dsQvLHl2ruV9J8lgXITXPk3uIicbZF1X62M3gG_SUVDsjUEuTDlsu19E1_4_-AX_fV2OQ</recordid><startdate>202012</startdate><enddate>202012</enddate><creator>Tchen, Stephanie</creator><creator>Ryba, Nicole</creator><creator>Patel, Vishal</creator><creator>Cavanaugh, Joseph</creator><creator>Sullivan, Jesse B.</creator><general>SAGE Publications</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-0886-5063</orcidid><orcidid>https://orcid.org/0000-0003-4908-9280</orcidid></search><sort><creationdate>202012</creationdate><title>Validation of Bleeding Risk Prediction Scores for Patients With Major Bleeding on Direct Oral Anticoagulants</title><author>Tchen, Stephanie ; Ryba, Nicole ; Patel, Vishal ; Cavanaugh, Joseph ; Sullivan, Jesse B.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c337t-cf1eba089b5743e8a0d40b60d35cdb1f50c9a7f223fc6d72d5274732f5fba2a93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Aged</topic><topic>Anticoagulants - adverse effects</topic><topic>Atrial Fibrillation - drug therapy</topic><topic>Female</topic><topic>Hemorrhage - chemically induced</topic><topic>Hemorrhage - diagnosis</topic><topic>Humans</topic><topic>International Normalized Ratio</topic><topic>Middle Aged</topic><topic>Predictive Value of Tests</topic><topic>Retrospective Studies</topic><topic>Risk Assessment</topic><topic>Risk Factors</topic><topic>ROC Curve</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tchen, Stephanie</creatorcontrib><creatorcontrib>Ryba, Nicole</creatorcontrib><creatorcontrib>Patel, Vishal</creatorcontrib><creatorcontrib>Cavanaugh, Joseph</creatorcontrib><creatorcontrib>Sullivan, Jesse B.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><jtitle>The Annals of pharmacotherapy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tchen, Stephanie</au><au>Ryba, Nicole</au><au>Patel, Vishal</au><au>Cavanaugh, Joseph</au><au>Sullivan, Jesse B.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Validation of Bleeding Risk Prediction Scores for Patients With Major Bleeding on Direct Oral Anticoagulants</atitle><jtitle>The Annals of pharmacotherapy</jtitle><addtitle>Ann Pharmacother</addtitle><date>2020-12</date><risdate>2020</risdate><volume>54</volume><issue>12</issue><spage>1175</spage><epage>1184</epage><pages>1175-1184</pages><issn>1060-0280</issn><eissn>1542-6270</eissn><abstract>Background:
Direct oral anticoagulants (DOACs) offer many benefits over vitamin K antagonists (VKAs) but still carry a significant risk of major bleeding. Bleeding risk prediction scores such as the Hypertension, Abnormal Renal/Liver Function, Stroke, Bleeding History or Predisposition, Labile International Normalized Ratio, Elderly, and Drugs/Alcohol (HAS-BLED), Hepatic or Renal Disease, Ethanol Abuse, Malignancy, Older Age, Reduced Platelet Count or Function, Re-Bleeding, Hypertension, Anemia, Genetic Factors, Excessive Fall Risk, and Stroke (HEMORR2HAGES), Anticoagulation and Risk Factors in Atrial Fibrillation (ATRIA), Registro Informatizado Enfermedad TromboEmbólica (RIETE), and CHEST scores were validated or evaluated for use with VKAs and parenteral anticoagulants, but evidence for use with DOACs is lacking.
Objective:
This study aims to evaluate bleeding risk prediction scores for DOAC patients presenting with major bleeding.
Methods:
A retrospective analysis of patients presenting from 2015 to 2018 was performed. Patients were separated into bleed and nonbleed groups. The primary objective was to assess the diagnostic accuracy of the bleeding risk prediction scores utilizing the receiver operating characteristic (ROC) curve.
Results:
A total of 126 patients were included in the analyses. The areas under the curve (AUC) for the ROC curves of the HAS-BLED, HEMORR2HAGES, ATRIA, RIETE, and CHEST scores were 0.645, 0.675, 0.580, 0.638, and 0.667, respectively.
Conclusion and Relevance:
The HAS-BLED, HEMORR2HAGES, RIETE, and CHEST scores were found to have sufficient diagnostic accuracy for predicting risk of major bleeding in our study population; however, no score was identified as having an AUC greater than 0.7. Caution may be considered when utilizing these scores for patients on DOACs.</abstract><cop>Los Angeles, CA</cop><pub>SAGE Publications</pub><pmid>32517484</pmid><doi>10.1177/1060028020933186</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-0886-5063</orcidid><orcidid>https://orcid.org/0000-0003-4908-9280</orcidid></addata></record> |
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subjects | Aged Anticoagulants - adverse effects Atrial Fibrillation - drug therapy Female Hemorrhage - chemically induced Hemorrhage - diagnosis Humans International Normalized Ratio Middle Aged Predictive Value of Tests Retrospective Studies Risk Assessment Risk Factors ROC Curve |
title | Validation of Bleeding Risk Prediction Scores for Patients With Major Bleeding on Direct Oral Anticoagulants |
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