One-year retrospective analysis of anti-FXa apixaban and rivaroxaban levels demonstrates utility for management decisions in various urgent and nonurgent clinical situations
Abstract Objectives Quantification of direct oral anticoagulant (DOAC) plasma levels can guide clinical management, but insight into clinical scenarios surrounding DOAC-calibrated anti-FXa assays is limited. Methods Apixaban- and rivaroxaban-calibrated chromogenic anti-Xa assays performed over a 1-y...
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Veröffentlicht in: | American journal of clinical pathology 2023-12, Vol.160 (6), p.571-584 |
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creator | Lucas, Fabienne Lewis, Joshua Grandoni, Jessica Sylvester, Katelyn W Bernier, Thomas D Ting, Clara Sek, Rebecca Ballard, Kathleen Connors, Jean M Battinelli, Elisabeth M |
description | Abstract
Objectives
Quantification of direct oral anticoagulant (DOAC) plasma levels can guide clinical management, but insight into clinical scenarios surrounding DOAC-calibrated anti-FXa assays is limited.
Methods
Apixaban- and rivaroxaban-calibrated chromogenic anti-Xa assays performed over a 1-year period were retrospectively analyzed. Patient demographics, DOAC history, concomitant medications, and renal/liver comorbidities were obtained. Indications for testing and associated clinical actions were reviewed. Machine learning (ML) models predicting clinical actions were evaluated.
Results
In total, 371 anti-FXa apixaban and 89 anti-FXa rivaroxaban tests were performed for 259 and 67 patients in recurring urgent (acute bleeding, unplanned procedures) and nonurgent situations, including several scenarios not captured by existing testing recommendations (eg, drug monitoring, recurrent thromboembolic events, bleeding tendency). In urgent settings, andexanet reversal was guided by radiologic and clinical findings over DOAC levels in 14 of 32 instances, while 51% of apixaban patients qualified for nonreversal strategies through the availability of levels. Levels also informed procedure/intervention timing and supported management decisions when DOAC clearance or DOAC target levels were in question. The importance of clinical context was emphasized by exploratory ML models predicting particular clinical actions.
Conclusions
Although clinical situations are complex, DOAC testing facilitates clinical decision-making, including reversal, justifying more widespread implementation of these assays. |
doi_str_mv | 10.1093/ajcp/aqad085 |
format | Article |
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Objectives
Quantification of direct oral anticoagulant (DOAC) plasma levels can guide clinical management, but insight into clinical scenarios surrounding DOAC-calibrated anti-FXa assays is limited.
Methods
Apixaban- and rivaroxaban-calibrated chromogenic anti-Xa assays performed over a 1-year period were retrospectively analyzed. Patient demographics, DOAC history, concomitant medications, and renal/liver comorbidities were obtained. Indications for testing and associated clinical actions were reviewed. Machine learning (ML) models predicting clinical actions were evaluated.
Results
In total, 371 anti-FXa apixaban and 89 anti-FXa rivaroxaban tests were performed for 259 and 67 patients in recurring urgent (acute bleeding, unplanned procedures) and nonurgent situations, including several scenarios not captured by existing testing recommendations (eg, drug monitoring, recurrent thromboembolic events, bleeding tendency). In urgent settings, andexanet reversal was guided by radiologic and clinical findings over DOAC levels in 14 of 32 instances, while 51% of apixaban patients qualified for nonreversal strategies through the availability of levels. Levels also informed procedure/intervention timing and supported management decisions when DOAC clearance or DOAC target levels were in question. The importance of clinical context was emphasized by exploratory ML models predicting particular clinical actions.
Conclusions
Although clinical situations are complex, DOAC testing facilitates clinical decision-making, including reversal, justifying more widespread implementation of these assays.</description><identifier>ISSN: 0002-9173</identifier><identifier>ISSN: 1943-7722</identifier><identifier>EISSN: 1943-7722</identifier><identifier>DOI: 10.1093/ajcp/aqad085</identifier><identifier>PMID: 37549067</identifier><language>eng</language><publisher>US: Oxford University Press</publisher><subject>Anticoagulants ; Apixaban ; Clopidogrel ; Comorbidity ; Factor Xa Inhibitors - therapeutic use ; Health aspects ; Hemorrhage - chemically induced ; Hemorrhage - drug therapy ; Humans ; Machine learning ; Medical research ; Medicine, Experimental ; Pyridones - analysis ; Pyridones - therapeutic use ; Respiratory agents ; Retrospective Studies ; Rivaroxaban ; Rivaroxaban - analysis ; Rivaroxaban - therapeutic use ; Ticagrelor</subject><ispartof>American journal of clinical pathology, 2023-12, Vol.160 (6), p.571-584</ispartof><rights>The Author(s) 2023. Published by Oxford University Press on behalf of American Society for Clinical Pathology. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com 2023</rights><rights>The Author(s) 2023. Published by Oxford University Press on behalf of American Society for Clinical Pathology. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.</rights><rights>COPYRIGHT 2023 Oxford University Press</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0002-4388-0349 ; 0000-0003-1916-047X</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/37549067$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lucas, Fabienne</creatorcontrib><creatorcontrib>Lewis, Joshua</creatorcontrib><creatorcontrib>Grandoni, Jessica</creatorcontrib><creatorcontrib>Sylvester, Katelyn W</creatorcontrib><creatorcontrib>Bernier, Thomas D</creatorcontrib><creatorcontrib>Ting, Clara</creatorcontrib><creatorcontrib>Sek, Rebecca</creatorcontrib><creatorcontrib>Ballard, Kathleen</creatorcontrib><creatorcontrib>Connors, Jean M</creatorcontrib><creatorcontrib>Battinelli, Elisabeth M</creatorcontrib><title>One-year retrospective analysis of anti-FXa apixaban and rivaroxaban levels demonstrates utility for management decisions in various urgent and nonurgent clinical situations</title><title>American journal of clinical pathology</title><addtitle>Am J Clin Pathol</addtitle><description>Abstract
Objectives
Quantification of direct oral anticoagulant (DOAC) plasma levels can guide clinical management, but insight into clinical scenarios surrounding DOAC-calibrated anti-FXa assays is limited.
Methods
Apixaban- and rivaroxaban-calibrated chromogenic anti-Xa assays performed over a 1-year period were retrospectively analyzed. Patient demographics, DOAC history, concomitant medications, and renal/liver comorbidities were obtained. Indications for testing and associated clinical actions were reviewed. Machine learning (ML) models predicting clinical actions were evaluated.
Results
In total, 371 anti-FXa apixaban and 89 anti-FXa rivaroxaban tests were performed for 259 and 67 patients in recurring urgent (acute bleeding, unplanned procedures) and nonurgent situations, including several scenarios not captured by existing testing recommendations (eg, drug monitoring, recurrent thromboembolic events, bleeding tendency). In urgent settings, andexanet reversal was guided by radiologic and clinical findings over DOAC levels in 14 of 32 instances, while 51% of apixaban patients qualified for nonreversal strategies through the availability of levels. Levels also informed procedure/intervention timing and supported management decisions when DOAC clearance or DOAC target levels were in question. The importance of clinical context was emphasized by exploratory ML models predicting particular clinical actions.
Conclusions
Although clinical situations are complex, DOAC testing facilitates clinical decision-making, including reversal, justifying more widespread implementation of these assays.</description><subject>Anticoagulants</subject><subject>Apixaban</subject><subject>Clopidogrel</subject><subject>Comorbidity</subject><subject>Factor Xa Inhibitors - therapeutic use</subject><subject>Health aspects</subject><subject>Hemorrhage - chemically induced</subject><subject>Hemorrhage - drug therapy</subject><subject>Humans</subject><subject>Machine learning</subject><subject>Medical research</subject><subject>Medicine, Experimental</subject><subject>Pyridones - analysis</subject><subject>Pyridones - therapeutic use</subject><subject>Respiratory agents</subject><subject>Retrospective Studies</subject><subject>Rivaroxaban</subject><subject>Rivaroxaban - analysis</subject><subject>Rivaroxaban - therapeutic use</subject><subject>Ticagrelor</subject><issn>0002-9173</issn><issn>1943-7722</issn><issn>1943-7722</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kUFrFTEQx4Mo9rV68ywBD_bgtkk2-7J7LMWqUOhFwdsyLzt5pGSTbZJ9-D6U39Es-xQEkRySmfzmz8z8CXnD2RVnXX0Nj3q6hicYWNs8IxveybpSSojnZMMYE1XHVX1GzlN6ZIyLlsmX5KxWjezYVm3IzweP1REh0og5hjShzvaAFDy4Y7KJBlPe2VZ334HCZH_ADnzJDDTaA8Swxg4P6BIdcAw-5QgZE52zdTYfqQmRjkVujyP6XBhtky0YtZ4WBRvmwsb98rfI-uBPkXbWWw2OJptnyEvNK_LCgEv4-nRfkG93H7_efq7uHz59ub25r3QtVa6aujMARu12RopOi-1guqHhettsm66WjW5QSZQDlpW1XA87JTSXgEKC6doG6gtyuepOMTzNmHI_2qTROfBY-u1FK5WSrRSyoO9WdA8Oe-tNKPPrBe9vlFJMcNWKQl39gyqnrMzq4NHYkv-r4MNaoIspKaLpp2hHiMees37xvV9870--F_ztqeF5N-LwB_5tdAHer0CYp_9L_QIJmrwf</recordid><startdate>20231201</startdate><enddate>20231201</enddate><creator>Lucas, Fabienne</creator><creator>Lewis, Joshua</creator><creator>Grandoni, Jessica</creator><creator>Sylvester, Katelyn W</creator><creator>Bernier, Thomas D</creator><creator>Ting, Clara</creator><creator>Sek, Rebecca</creator><creator>Ballard, Kathleen</creator><creator>Connors, Jean M</creator><creator>Battinelli, Elisabeth M</creator><general>Oxford University Press</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><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-4388-0349</orcidid><orcidid>https://orcid.org/0000-0003-1916-047X</orcidid></search><sort><creationdate>20231201</creationdate><title>One-year retrospective analysis of anti-FXa apixaban and rivaroxaban levels demonstrates utility for management decisions in various urgent and nonurgent clinical situations</title><author>Lucas, Fabienne ; Lewis, Joshua ; Grandoni, Jessica ; Sylvester, Katelyn W ; Bernier, Thomas D ; Ting, Clara ; Sek, Rebecca ; Ballard, Kathleen ; Connors, Jean M ; Battinelli, Elisabeth M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c347t-539faaf7bbf429c26df9d51c65659345c5e74e4de08581cdb72c14ae24af985a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Anticoagulants</topic><topic>Apixaban</topic><topic>Clopidogrel</topic><topic>Comorbidity</topic><topic>Factor Xa Inhibitors - therapeutic use</topic><topic>Health aspects</topic><topic>Hemorrhage - chemically induced</topic><topic>Hemorrhage - drug therapy</topic><topic>Humans</topic><topic>Machine learning</topic><topic>Medical research</topic><topic>Medicine, Experimental</topic><topic>Pyridones - analysis</topic><topic>Pyridones - therapeutic use</topic><topic>Respiratory agents</topic><topic>Retrospective Studies</topic><topic>Rivaroxaban</topic><topic>Rivaroxaban - analysis</topic><topic>Rivaroxaban - therapeutic use</topic><topic>Ticagrelor</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lucas, Fabienne</creatorcontrib><creatorcontrib>Lewis, Joshua</creatorcontrib><creatorcontrib>Grandoni, Jessica</creatorcontrib><creatorcontrib>Sylvester, Katelyn W</creatorcontrib><creatorcontrib>Bernier, Thomas D</creatorcontrib><creatorcontrib>Ting, Clara</creatorcontrib><creatorcontrib>Sek, Rebecca</creatorcontrib><creatorcontrib>Ballard, Kathleen</creatorcontrib><creatorcontrib>Connors, Jean M</creatorcontrib><creatorcontrib>Battinelli, Elisabeth M</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>American journal of clinical pathology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lucas, Fabienne</au><au>Lewis, Joshua</au><au>Grandoni, Jessica</au><au>Sylvester, Katelyn W</au><au>Bernier, Thomas D</au><au>Ting, Clara</au><au>Sek, Rebecca</au><au>Ballard, Kathleen</au><au>Connors, Jean M</au><au>Battinelli, Elisabeth M</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>One-year retrospective analysis of anti-FXa apixaban and rivaroxaban levels demonstrates utility for management decisions in various urgent and nonurgent clinical situations</atitle><jtitle>American journal of clinical pathology</jtitle><addtitle>Am J Clin Pathol</addtitle><date>2023-12-01</date><risdate>2023</risdate><volume>160</volume><issue>6</issue><spage>571</spage><epage>584</epage><pages>571-584</pages><issn>0002-9173</issn><issn>1943-7722</issn><eissn>1943-7722</eissn><abstract>Abstract
Objectives
Quantification of direct oral anticoagulant (DOAC) plasma levels can guide clinical management, but insight into clinical scenarios surrounding DOAC-calibrated anti-FXa assays is limited.
Methods
Apixaban- and rivaroxaban-calibrated chromogenic anti-Xa assays performed over a 1-year period were retrospectively analyzed. Patient demographics, DOAC history, concomitant medications, and renal/liver comorbidities were obtained. Indications for testing and associated clinical actions were reviewed. Machine learning (ML) models predicting clinical actions were evaluated.
Results
In total, 371 anti-FXa apixaban and 89 anti-FXa rivaroxaban tests were performed for 259 and 67 patients in recurring urgent (acute bleeding, unplanned procedures) and nonurgent situations, including several scenarios not captured by existing testing recommendations (eg, drug monitoring, recurrent thromboembolic events, bleeding tendency). In urgent settings, andexanet reversal was guided by radiologic and clinical findings over DOAC levels in 14 of 32 instances, while 51% of apixaban patients qualified for nonreversal strategies through the availability of levels. Levels also informed procedure/intervention timing and supported management decisions when DOAC clearance or DOAC target levels were in question. The importance of clinical context was emphasized by exploratory ML models predicting particular clinical actions.
Conclusions
Although clinical situations are complex, DOAC testing facilitates clinical decision-making, including reversal, justifying more widespread implementation of these assays.</abstract><cop>US</cop><pub>Oxford University Press</pub><pmid>37549067</pmid><doi>10.1093/ajcp/aqad085</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0002-4388-0349</orcidid><orcidid>https://orcid.org/0000-0003-1916-047X</orcidid></addata></record> |
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subjects | Anticoagulants Apixaban Clopidogrel Comorbidity Factor Xa Inhibitors - therapeutic use Health aspects Hemorrhage - chemically induced Hemorrhage - drug therapy Humans Machine learning Medical research Medicine, Experimental Pyridones - analysis Pyridones - therapeutic use Respiratory agents Retrospective Studies Rivaroxaban Rivaroxaban - analysis Rivaroxaban - therapeutic use Ticagrelor |
title | One-year retrospective analysis of anti-FXa apixaban and rivaroxaban levels demonstrates utility for management decisions in various urgent and nonurgent clinical situations |
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