Predicting heart failure mortality in frail seniors: Comparing the NYHA functional classification with the Resident Assessment Instrument (RAI) 2.0

Abstract Background Though the NYHA functional classification is recommended in clinical settings, concerns have been raised about its reliability particularly among older patients. The RAI 2.0 is a comprehensive assessment system specifically developed for frail seniors. We hypothesized that a prog...

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Veröffentlicht in:International journal of cardiology 2012-02, Vol.155 (1), p.75-80
Hauptverfasser: Tjam, Erin Y, Heckman, George A, Smith, Stuart, Arai, Bruce, Hirdes, John, Poss, Jeff, McKelvie, Robert S
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container_end_page 80
container_issue 1
container_start_page 75
container_title International journal of cardiology
container_volume 155
creator Tjam, Erin Y
Heckman, George A
Smith, Stuart
Arai, Bruce
Hirdes, John
Poss, Jeff
McKelvie, Robert S
description Abstract Background Though the NYHA functional classification is recommended in clinical settings, concerns have been raised about its reliability particularly among older patients. The RAI 2.0 is a comprehensive assessment system specifically developed for frail seniors. We hypothesized that a prognostic model for heart failure (HF) developed from the RAI 2.0 would be superior to the NYHA classification. The purpose of this study was to determine whether a HF-specific prognostic model based on the RAI 2.0 is superior to the NYHA functional classification in predicting mortality in frail older HF patients. Methods Secondary analysis of data from a prospective cohort study of a HF education program for care providers in long-term care and retirement homes. Univariate analyses identified RAI 2.0 variables predicting death at 6 months. These and the NYHA classification were used to develop logistic models. Results Two RAI 2.0 models were derived. The first includes six items: “weight gain of 5% or more of total body weight over 30 days”, “leaving 25% or more food uneaten”, “unable to lie flat”, “unstable cognitive, ADL, moods, or behavioural patterns”, “change in cognitive function” and “needing help to walk in room”; the C statistic was 0.866. The second includes the CHESS health instability scale and the item “requiring help walking in room”; the C statistic was 0.838. The C statistic for the NYHA scale was 0.686. Conclusions These results suggest that data from the RAI 2.0, an instrument for comprehensive assessment of frail seniors, can better predict mortality than the NYHA classification.
doi_str_mv 10.1016/j.ijcard.2011.01.031
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The RAI 2.0 is a comprehensive assessment system specifically developed for frail seniors. We hypothesized that a prognostic model for heart failure (HF) developed from the RAI 2.0 would be superior to the NYHA classification. The purpose of this study was to determine whether a HF-specific prognostic model based on the RAI 2.0 is superior to the NYHA functional classification in predicting mortality in frail older HF patients. Methods Secondary analysis of data from a prospective cohort study of a HF education program for care providers in long-term care and retirement homes. Univariate analyses identified RAI 2.0 variables predicting death at 6 months. These and the NYHA classification were used to develop logistic models. Results Two RAI 2.0 models were derived. The first includes six items: “weight gain of 5% or more of total body weight over 30 days”, “leaving 25% or more food uneaten”, “unable to lie flat”, “unstable cognitive, ADL, moods, or behavioural patterns”, “change in cognitive function” and “needing help to walk in room”; the C statistic was 0.866. The second includes the CHESS health instability scale and the item “requiring help walking in room”; the C statistic was 0.838. The C statistic for the NYHA scale was 0.686. Conclusions These results suggest that data from the RAI 2.0, an instrument for comprehensive assessment of frail seniors, can better predict mortality than the NYHA classification.</description><identifier>ISSN: 0167-5273</identifier><identifier>EISSN: 1874-1754</identifier><identifier>DOI: 10.1016/j.ijcard.2011.01.031</identifier><identifier>PMID: 21292334</identifier><language>eng</language><publisher>Netherlands: Elsevier Ireland Ltd</publisher><subject>Aged ; Aged, 80 and over ; Cardiovascular ; Female ; Frail Elderly ; Frailty ; Health Status Indicators ; Heart failure ; Heart Failure - classification ; Heart Failure - diagnosis ; Heart Failure - mortality ; Humans ; InterRAI ; Male ; Minimum data set ; Mortality ; New York ; NYHA ; Predictive Value of Tests ; Prospective Studies ; Resident assessment instrument ; Severity of Illness Index</subject><ispartof>International journal of cardiology, 2012-02, Vol.155 (1), p.75-80</ispartof><rights>Elsevier Ireland Ltd</rights><rights>2011 Elsevier Ireland Ltd</rights><rights>Copyright © 2011 Elsevier Ireland Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c416t-aaa48f1f5a3b82a8ac2e8019687fe7ce11f71ccd75711b2b3cca6b5d0242d1b83</citedby><cites>FETCH-LOGICAL-c416t-aaa48f1f5a3b82a8ac2e8019687fe7ce11f71ccd75711b2b3cca6b5d0242d1b83</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0167527311000611$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21292334$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Tjam, Erin Y</creatorcontrib><creatorcontrib>Heckman, George A</creatorcontrib><creatorcontrib>Smith, Stuart</creatorcontrib><creatorcontrib>Arai, Bruce</creatorcontrib><creatorcontrib>Hirdes, John</creatorcontrib><creatorcontrib>Poss, Jeff</creatorcontrib><creatorcontrib>McKelvie, Robert S</creatorcontrib><title>Predicting heart failure mortality in frail seniors: Comparing the NYHA functional classification with the Resident Assessment Instrument (RAI) 2.0</title><title>International journal of cardiology</title><addtitle>Int J Cardiol</addtitle><description>Abstract Background Though the NYHA functional classification is recommended in clinical settings, concerns have been raised about its reliability particularly among older patients. The RAI 2.0 is a comprehensive assessment system specifically developed for frail seniors. We hypothesized that a prognostic model for heart failure (HF) developed from the RAI 2.0 would be superior to the NYHA classification. The purpose of this study was to determine whether a HF-specific prognostic model based on the RAI 2.0 is superior to the NYHA functional classification in predicting mortality in frail older HF patients. Methods Secondary analysis of data from a prospective cohort study of a HF education program for care providers in long-term care and retirement homes. Univariate analyses identified RAI 2.0 variables predicting death at 6 months. These and the NYHA classification were used to develop logistic models. Results Two RAI 2.0 models were derived. The first includes six items: “weight gain of 5% or more of total body weight over 30 days”, “leaving 25% or more food uneaten”, “unable to lie flat”, “unstable cognitive, ADL, moods, or behavioural patterns”, “change in cognitive function” and “needing help to walk in room”; the C statistic was 0.866. The second includes the CHESS health instability scale and the item “requiring help walking in room”; the C statistic was 0.838. The C statistic for the NYHA scale was 0.686. Conclusions These results suggest that data from the RAI 2.0, an instrument for comprehensive assessment of frail seniors, can better predict mortality than the NYHA classification.</description><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Cardiovascular</subject><subject>Female</subject><subject>Frail Elderly</subject><subject>Frailty</subject><subject>Health Status Indicators</subject><subject>Heart failure</subject><subject>Heart Failure - classification</subject><subject>Heart Failure - diagnosis</subject><subject>Heart Failure - mortality</subject><subject>Humans</subject><subject>InterRAI</subject><subject>Male</subject><subject>Minimum data set</subject><subject>Mortality</subject><subject>New York</subject><subject>NYHA</subject><subject>Predictive Value of Tests</subject><subject>Prospective Studies</subject><subject>Resident assessment instrument</subject><subject>Severity of Illness Index</subject><issn>0167-5273</issn><issn>1874-1754</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFUk2P1DAMjRCIHRb-AUK5AYeWOP0cDkijEcuOtAK0wIFTlKYuk9KmQ5yymt_BHybdWThwQbJky3rvWfYzY09BpCCgfNWntjfat6kUAKmIkcE9toK6yhOoivw-W0VYlRSyys7YI6JeCJGv1_VDdiZBrmWW5Sv266PH1ppg3Te-R-0D77QdZo98nHzQgw1Hbh3vfOxyQmcnT6_5dhoP2i-csEf-_uvlhneziyqT0wM3gyaynTV6afAbG_a3uGsk26ILfEOERONS7hwFP9-WL643u5dcpuIxe9DpgfDJXT5nXy7eft5eJlcf3u22m6vE5FCGRGud1x10hc6aWupaG4m1gHVZVx1WBgG6Coxpq6ICaGSTGaPLpmiFzGULTZ2ds-cn3YOffsxIQY2WDA6DdjjNpNZSZGVVAkRkfkIaPxF57NTB21H7owKhFjdUr05uqMUNJWJkC-3Z3YC5GbH9S_pz_gh4cwJgXPOnRa_IWHQmWuLRBNVO9n8T_hUwg3Xx8sN3PCL10-yjI6RAkVRCfVo-YnkIgPgMy2a_AdiAs-U</recordid><startdate>20120223</startdate><enddate>20120223</enddate><creator>Tjam, Erin Y</creator><creator>Heckman, George A</creator><creator>Smith, Stuart</creator><creator>Arai, Bruce</creator><creator>Hirdes, John</creator><creator>Poss, Jeff</creator><creator>McKelvie, Robert S</creator><general>Elsevier Ireland Ltd</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></search><sort><creationdate>20120223</creationdate><title>Predicting heart failure mortality in frail seniors: Comparing the NYHA functional classification with the Resident Assessment Instrument (RAI) 2.0</title><author>Tjam, Erin Y ; Heckman, George A ; Smith, Stuart ; Arai, Bruce ; Hirdes, John ; Poss, Jeff ; McKelvie, Robert S</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c416t-aaa48f1f5a3b82a8ac2e8019687fe7ce11f71ccd75711b2b3cca6b5d0242d1b83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Cardiovascular</topic><topic>Female</topic><topic>Frail Elderly</topic><topic>Frailty</topic><topic>Health Status Indicators</topic><topic>Heart failure</topic><topic>Heart Failure - classification</topic><topic>Heart Failure - diagnosis</topic><topic>Heart Failure - mortality</topic><topic>Humans</topic><topic>InterRAI</topic><topic>Male</topic><topic>Minimum data set</topic><topic>Mortality</topic><topic>New York</topic><topic>NYHA</topic><topic>Predictive Value of Tests</topic><topic>Prospective Studies</topic><topic>Resident assessment instrument</topic><topic>Severity of Illness Index</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tjam, Erin Y</creatorcontrib><creatorcontrib>Heckman, George A</creatorcontrib><creatorcontrib>Smith, Stuart</creatorcontrib><creatorcontrib>Arai, Bruce</creatorcontrib><creatorcontrib>Hirdes, John</creatorcontrib><creatorcontrib>Poss, Jeff</creatorcontrib><creatorcontrib>McKelvie, Robert S</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>International journal of cardiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tjam, Erin Y</au><au>Heckman, George A</au><au>Smith, Stuart</au><au>Arai, Bruce</au><au>Hirdes, John</au><au>Poss, Jeff</au><au>McKelvie, Robert S</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Predicting heart failure mortality in frail seniors: Comparing the NYHA functional classification with the Resident Assessment Instrument (RAI) 2.0</atitle><jtitle>International journal of cardiology</jtitle><addtitle>Int J Cardiol</addtitle><date>2012-02-23</date><risdate>2012</risdate><volume>155</volume><issue>1</issue><spage>75</spage><epage>80</epage><pages>75-80</pages><issn>0167-5273</issn><eissn>1874-1754</eissn><abstract>Abstract Background Though the NYHA functional classification is recommended in clinical settings, concerns have been raised about its reliability particularly among older patients. The RAI 2.0 is a comprehensive assessment system specifically developed for frail seniors. We hypothesized that a prognostic model for heart failure (HF) developed from the RAI 2.0 would be superior to the NYHA classification. The purpose of this study was to determine whether a HF-specific prognostic model based on the RAI 2.0 is superior to the NYHA functional classification in predicting mortality in frail older HF patients. Methods Secondary analysis of data from a prospective cohort study of a HF education program for care providers in long-term care and retirement homes. Univariate analyses identified RAI 2.0 variables predicting death at 6 months. These and the NYHA classification were used to develop logistic models. Results Two RAI 2.0 models were derived. The first includes six items: “weight gain of 5% or more of total body weight over 30 days”, “leaving 25% or more food uneaten”, “unable to lie flat”, “unstable cognitive, ADL, moods, or behavioural patterns”, “change in cognitive function” and “needing help to walk in room”; the C statistic was 0.866. The second includes the CHESS health instability scale and the item “requiring help walking in room”; the C statistic was 0.838. The C statistic for the NYHA scale was 0.686. Conclusions These results suggest that data from the RAI 2.0, an instrument for comprehensive assessment of frail seniors, can better predict mortality than the NYHA classification.</abstract><cop>Netherlands</cop><pub>Elsevier Ireland Ltd</pub><pmid>21292334</pmid><doi>10.1016/j.ijcard.2011.01.031</doi><tpages>6</tpages></addata></record>
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subjects Aged
Aged, 80 and over
Cardiovascular
Female
Frail Elderly
Frailty
Health Status Indicators
Heart failure
Heart Failure - classification
Heart Failure - diagnosis
Heart Failure - mortality
Humans
InterRAI
Male
Minimum data set
Mortality
New York
NYHA
Predictive Value of Tests
Prospective Studies
Resident assessment instrument
Severity of Illness Index
title Predicting heart failure mortality in frail seniors: Comparing the NYHA functional classification with the Resident Assessment Instrument (RAI) 2.0
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