Novel Model to Predict Gastrointestinal Bleeding During Left Ventricular Assist Device Support
Gastrointestinal bleeding (GIB) is a leading cause of morbidity during continuous-flow left ventricular assist device (CF-LVAD) support. GIB risk assessment could have important implications for candidate selection, informed consent, and postimplant therapeutic strategies. The aim of the study is to...
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Veröffentlicht in: | Circulation. Heart failure 2018-11, Vol.11 (11), p.e005267-e005267 |
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creator | Yin, Michael Yaoyao Ruckel, Shane Kfoury, Abdallah G McKellar, Stephen H Taleb, Iosef Gilbert, Edward M Nativi-Nicolau, Jose Stehlik, Josef Reid, Bruce B Koliopoulou, Antigone Stoddard, Gregory J Fang, James C Drakos, Stavros G Selzman, Craig H Wever-Pinzon, Omar |
description | Gastrointestinal bleeding (GIB) is a leading cause of morbidity during continuous-flow left ventricular assist device (CF-LVAD) support. GIB risk assessment could have important implications for candidate selection, informed consent, and postimplant therapeutic strategies. The aim of the study is to derive and validate a predictive model of GIB in CF-LVAD patients.
CF-LVAD recipients at the Utah Transplantation Affiliated Hospitals program between 2004 and 2017 were included. GIB associated with a decrease in hemoglobin ≥2 g/dL was the primary end point. A weighted score comprising preimplant variables independently associated with GIB was derived and internally validated. A total of 351 patients (median age, 59 years; 82% male) were included. After a median of 196 days, GIB occurred in 120 (34%) patients. Independent predictors of GIB included age >54 years, history of previous bleeding, coronary artery disease, chronic kidney disease, severe right ventricular dysfunction, mean pulmonary artery pressure 107 mg/dL. A weighted score termed Utah bleeding risk score, effectively stratified patients based on their probability of GIB: low (0-1 points) 4.8%, intermediate (2-4) 39.8%, and high risk (5-9) 83.8%. Discrimination was good in the development sample (c-index: 0.83) and after internal bootstrap validation (c-index: 0.74).
The novel Utah bleeding risk score is a simple tool that can provide personalized GIB risk estimates in CF-LVAD patients. This scoring system may assist clinicians and investigators in designing tailored risk-based strategies aimed at reducing the burden posed by GIB in the individual CF-LVAD patient and healthcare systems. |
doi_str_mv | 10.1161/CIRCHEARTFAILURE.118.005267 |
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CF-LVAD recipients at the Utah Transplantation Affiliated Hospitals program between 2004 and 2017 were included. GIB associated with a decrease in hemoglobin ≥2 g/dL was the primary end point. A weighted score comprising preimplant variables independently associated with GIB was derived and internally validated. A total of 351 patients (median age, 59 years; 82% male) were included. After a median of 196 days, GIB occurred in 120 (34%) patients. Independent predictors of GIB included age >54 years, history of previous bleeding, coronary artery disease, chronic kidney disease, severe right ventricular dysfunction, mean pulmonary artery pressure <18 mm Hg, and fasting glucose >107 mg/dL. A weighted score termed Utah bleeding risk score, effectively stratified patients based on their probability of GIB: low (0-1 points) 4.8%, intermediate (2-4) 39.8%, and high risk (5-9) 83.8%. Discrimination was good in the development sample (c-index: 0.83) and after internal bootstrap validation (c-index: 0.74).
The novel Utah bleeding risk score is a simple tool that can provide personalized GIB risk estimates in CF-LVAD patients. This scoring system may assist clinicians and investigators in designing tailored risk-based strategies aimed at reducing the burden posed by GIB in the individual CF-LVAD patient and healthcare systems.</description><identifier>EISSN: 1941-3297</identifier><identifier>DOI: 10.1161/CIRCHEARTFAILURE.118.005267</identifier><identifier>PMID: 30571195</identifier><language>eng</language><publisher>United States</publisher><ispartof>Circulation. Heart failure, 2018-11, Vol.11 (11), p.e005267-e005267</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c2377-58c37e871f58c1060a583dbbea177b0940bb54e4646239363cef4fe97accfe913</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30571195$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yin, Michael Yaoyao</creatorcontrib><creatorcontrib>Ruckel, Shane</creatorcontrib><creatorcontrib>Kfoury, Abdallah G</creatorcontrib><creatorcontrib>McKellar, Stephen H</creatorcontrib><creatorcontrib>Taleb, Iosef</creatorcontrib><creatorcontrib>Gilbert, Edward M</creatorcontrib><creatorcontrib>Nativi-Nicolau, Jose</creatorcontrib><creatorcontrib>Stehlik, Josef</creatorcontrib><creatorcontrib>Reid, Bruce B</creatorcontrib><creatorcontrib>Koliopoulou, Antigone</creatorcontrib><creatorcontrib>Stoddard, Gregory J</creatorcontrib><creatorcontrib>Fang, James C</creatorcontrib><creatorcontrib>Drakos, Stavros G</creatorcontrib><creatorcontrib>Selzman, Craig H</creatorcontrib><creatorcontrib>Wever-Pinzon, Omar</creatorcontrib><title>Novel Model to Predict Gastrointestinal Bleeding During Left Ventricular Assist Device Support</title><title>Circulation. Heart failure</title><addtitle>Circ Heart Fail</addtitle><description>Gastrointestinal bleeding (GIB) is a leading cause of morbidity during continuous-flow left ventricular assist device (CF-LVAD) support. GIB risk assessment could have important implications for candidate selection, informed consent, and postimplant therapeutic strategies. The aim of the study is to derive and validate a predictive model of GIB in CF-LVAD patients.
CF-LVAD recipients at the Utah Transplantation Affiliated Hospitals program between 2004 and 2017 were included. GIB associated with a decrease in hemoglobin ≥2 g/dL was the primary end point. A weighted score comprising preimplant variables independently associated with GIB was derived and internally validated. A total of 351 patients (median age, 59 years; 82% male) were included. After a median of 196 days, GIB occurred in 120 (34%) patients. Independent predictors of GIB included age >54 years, history of previous bleeding, coronary artery disease, chronic kidney disease, severe right ventricular dysfunction, mean pulmonary artery pressure <18 mm Hg, and fasting glucose >107 mg/dL. A weighted score termed Utah bleeding risk score, effectively stratified patients based on their probability of GIB: low (0-1 points) 4.8%, intermediate (2-4) 39.8%, and high risk (5-9) 83.8%. Discrimination was good in the development sample (c-index: 0.83) and after internal bootstrap validation (c-index: 0.74).
The novel Utah bleeding risk score is a simple tool that can provide personalized GIB risk estimates in CF-LVAD patients. This scoring system may assist clinicians and investigators in designing tailored risk-based strategies aimed at reducing the burden posed by GIB in the individual CF-LVAD patient and healthcare systems.</description><issn>1941-3297</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNo1kN1LwzAUxYMgbk7_BQn44ktn0jRN81i7T6gfzM1HS5reSqRrZ5IO_O-tOF_O73Lu4XI5CN1SMqU0pvfZepOt5ulmu0jX-W4zH9xkSggPY3GGxlRGNGChFCN06dwnIXHIubxAI0a4oFTyMXp_6o7Q4MeuGtR3-MVCZbTHS-W87UzrwXnTqgY_NDBs2g886-0vcqg9foPWW6P7RlmcOmecxzM4Gg34tT8cOuuv0HmtGgfXJ07QbjHfZqsgf16uszQPdMiECHiimYBE0HqYKImJ4gmryhIUFaIkMiJlySOI4igOmWQx01BHNUihtB5A2QTd_d092O6rH34u9sZpaBrVQte7IqRcyiSRPBqiN6doX-6hKg7W7JX9Lv47YT8BkmVe</recordid><startdate>201811</startdate><enddate>201811</enddate><creator>Yin, Michael Yaoyao</creator><creator>Ruckel, Shane</creator><creator>Kfoury, Abdallah G</creator><creator>McKellar, Stephen H</creator><creator>Taleb, Iosef</creator><creator>Gilbert, Edward M</creator><creator>Nativi-Nicolau, Jose</creator><creator>Stehlik, Josef</creator><creator>Reid, Bruce B</creator><creator>Koliopoulou, Antigone</creator><creator>Stoddard, Gregory J</creator><creator>Fang, James C</creator><creator>Drakos, Stavros G</creator><creator>Selzman, Craig H</creator><creator>Wever-Pinzon, Omar</creator><scope>NPM</scope><scope>7X8</scope></search><sort><creationdate>201811</creationdate><title>Novel Model to Predict Gastrointestinal Bleeding During Left Ventricular Assist Device Support</title><author>Yin, Michael Yaoyao ; Ruckel, Shane ; Kfoury, Abdallah G ; McKellar, Stephen H ; Taleb, Iosef ; Gilbert, Edward M ; Nativi-Nicolau, Jose ; Stehlik, Josef ; Reid, Bruce B ; Koliopoulou, Antigone ; Stoddard, Gregory J ; Fang, James C ; Drakos, Stavros G ; Selzman, Craig H ; Wever-Pinzon, Omar</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2377-58c37e871f58c1060a583dbbea177b0940bb54e4646239363cef4fe97accfe913</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yin, Michael Yaoyao</creatorcontrib><creatorcontrib>Ruckel, Shane</creatorcontrib><creatorcontrib>Kfoury, Abdallah G</creatorcontrib><creatorcontrib>McKellar, Stephen H</creatorcontrib><creatorcontrib>Taleb, Iosef</creatorcontrib><creatorcontrib>Gilbert, Edward M</creatorcontrib><creatorcontrib>Nativi-Nicolau, Jose</creatorcontrib><creatorcontrib>Stehlik, Josef</creatorcontrib><creatorcontrib>Reid, Bruce B</creatorcontrib><creatorcontrib>Koliopoulou, Antigone</creatorcontrib><creatorcontrib>Stoddard, Gregory J</creatorcontrib><creatorcontrib>Fang, James C</creatorcontrib><creatorcontrib>Drakos, Stavros G</creatorcontrib><creatorcontrib>Selzman, Craig H</creatorcontrib><creatorcontrib>Wever-Pinzon, Omar</creatorcontrib><collection>PubMed</collection><collection>MEDLINE - Academic</collection><jtitle>Circulation. Heart failure</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yin, Michael Yaoyao</au><au>Ruckel, Shane</au><au>Kfoury, Abdallah G</au><au>McKellar, Stephen H</au><au>Taleb, Iosef</au><au>Gilbert, Edward M</au><au>Nativi-Nicolau, Jose</au><au>Stehlik, Josef</au><au>Reid, Bruce B</au><au>Koliopoulou, Antigone</au><au>Stoddard, Gregory J</au><au>Fang, James C</au><au>Drakos, Stavros G</au><au>Selzman, Craig H</au><au>Wever-Pinzon, Omar</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Novel Model to Predict Gastrointestinal Bleeding During Left Ventricular Assist Device Support</atitle><jtitle>Circulation. Heart failure</jtitle><addtitle>Circ Heart Fail</addtitle><date>2018-11</date><risdate>2018</risdate><volume>11</volume><issue>11</issue><spage>e005267</spage><epage>e005267</epage><pages>e005267-e005267</pages><eissn>1941-3297</eissn><abstract>Gastrointestinal bleeding (GIB) is a leading cause of morbidity during continuous-flow left ventricular assist device (CF-LVAD) support. GIB risk assessment could have important implications for candidate selection, informed consent, and postimplant therapeutic strategies. The aim of the study is to derive and validate a predictive model of GIB in CF-LVAD patients.
CF-LVAD recipients at the Utah Transplantation Affiliated Hospitals program between 2004 and 2017 were included. GIB associated with a decrease in hemoglobin ≥2 g/dL was the primary end point. A weighted score comprising preimplant variables independently associated with GIB was derived and internally validated. A total of 351 patients (median age, 59 years; 82% male) were included. After a median of 196 days, GIB occurred in 120 (34%) patients. Independent predictors of GIB included age >54 years, history of previous bleeding, coronary artery disease, chronic kidney disease, severe right ventricular dysfunction, mean pulmonary artery pressure <18 mm Hg, and fasting glucose >107 mg/dL. A weighted score termed Utah bleeding risk score, effectively stratified patients based on their probability of GIB: low (0-1 points) 4.8%, intermediate (2-4) 39.8%, and high risk (5-9) 83.8%. Discrimination was good in the development sample (c-index: 0.83) and after internal bootstrap validation (c-index: 0.74).
The novel Utah bleeding risk score is a simple tool that can provide personalized GIB risk estimates in CF-LVAD patients. This scoring system may assist clinicians and investigators in designing tailored risk-based strategies aimed at reducing the burden posed by GIB in the individual CF-LVAD patient and healthcare systems.</abstract><cop>United States</cop><pmid>30571195</pmid><doi>10.1161/CIRCHEARTFAILURE.118.005267</doi><oa>free_for_read</oa></addata></record> |
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title | Novel Model to Predict Gastrointestinal Bleeding During Left Ventricular Assist Device Support |
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