A Predictive Model for 6-Month Mortality in Elderly Patients with Heart Failure
Prediction of short-term mortality in elderly patients with heart failure (HF) would be useful for clinicians when discussing HF management or palliative care.A prospective multicenter cohort study was conducted between July 2014 and July 2018. A total of 504 consecutive elderly patients (age ≥ 75 y...
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Veröffentlicht in: | International Heart Journal 2020/03/28, Vol.61(2), pp.325-331 |
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creator | Suzuki, Sho Motoki, Hirohiko Kanzaki, Yusuke Maruyama, Takuya Hashizume, Naoto Kozuka, Ayako Yahikozawa, Kumiko Kuwahara, Koichiro |
description | Prediction of short-term mortality in elderly patients with heart failure (HF) would be useful for clinicians when discussing HF management or palliative care.A prospective multicenter cohort study was conducted between July 2014 and July 2018. A total of 504 consecutive elderly patients (age ≥ 75 years) with HF (mean age 85 years, 50% women) were enrolled. We used a multiple logistic regression analysis with stepwise variable selection to select predictive variables and to determine weighted point scores. After analysis, the following variables predicted short-term mortality and comprised the risk score: previous HF admission (3 points), New York Heart Association III or IV (2 points), body mass index < 17.7 kg/m2 (4 points), serum albumin < 3.5 g/dL (9 points), and left ventricular ejection fraction < 50% (2 points). The c-statistic was 0.820. We compared mortality in low-risk (0-6 points, n = 188), intermediate-risk (7-13 points, n = 241), and high-risk (14-20 points, n = 75) groups. A total of 43 (8.5%) patients died within 6 months after discharge. Mortality was significantly higher in groups with higher scores (low-risk group, 0.5%; intermediate-risk group, 9.1%; high-risk group, 26.7%; P < 0.001).We developed a predictive model for 6-month mortality in elderly patients with HF. This risk score could be useful when discussing advanced HF therapies, palliative care, or hospice referral with patients. |
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A total of 504 consecutive elderly patients (age ≥ 75 years) with HF (mean age 85 years, 50% women) were enrolled. We used a multiple logistic regression analysis with stepwise variable selection to select predictive variables and to determine weighted point scores. After analysis, the following variables predicted short-term mortality and comprised the risk score: previous HF admission (3 points), New York Heart Association III or IV (2 points), body mass index < 17.7 kg/m2 (4 points), serum albumin < 3.5 g/dL (9 points), and left ventricular ejection fraction < 50% (2 points). The c-statistic was 0.820. We compared mortality in low-risk (0-6 points, n = 188), intermediate-risk (7-13 points, n = 241), and high-risk (14-20 points, n = 75) groups. A total of 43 (8.5%) patients died within 6 months after discharge. Mortality was significantly higher in groups with higher scores (low-risk group, 0.5%; intermediate-risk group, 9.1%; high-risk group, 26.7%; P < 0.001).We developed a predictive model for 6-month mortality in elderly patients with HF. This risk score could be useful when discussing advanced HF therapies, palliative care, or hospice referral with patients.</description><identifier>ISSN: 1349-2365</identifier><identifier>EISSN: 1349-3299</identifier><identifier>DOI: 10.1536/ihj.19-572</identifier><identifier>PMID: 32173713</identifier><language>eng</language><publisher>TOKYO: International Heart Journal Association</publisher><subject>Aged, 80 and over ; Body mass index ; Cardiac & Cardiovascular Systems ; Cardiovascular System & Cardiology ; Congestive heart failure ; Death ; Female ; Geriatrics ; Heart failure ; Heart Failure - mortality ; Humans ; Japan - epidemiology ; Life Sciences & Biomedicine ; Logistic Models ; Male ; Mortality ; Palliative care ; Prediction models ; Prospective Studies ; Risk Assessment ; Risk groups ; Risk score ; Science & Technology ; Short-term ; Ventricle</subject><ispartof>International Heart Journal, 2020/03/28, Vol.61(2), pp.325-331</ispartof><rights>2020 by the International Heart Journal Association</rights><rights>Copyright Japan Science and Technology Agency 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>4</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000522157900019</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-c462t-9b4e12dc8e08ecee392f320eac3484f2da397d71859089e1b81c35ac93d6fb123</citedby><cites>FETCH-LOGICAL-c462t-9b4e12dc8e08ecee392f320eac3484f2da397d71859089e1b81c35ac93d6fb123</cites><orcidid>0000-0001-9058-9258</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>315,781,785,1884,27929,27930,28253</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32173713$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Suzuki, Sho</creatorcontrib><creatorcontrib>Motoki, Hirohiko</creatorcontrib><creatorcontrib>Kanzaki, Yusuke</creatorcontrib><creatorcontrib>Maruyama, Takuya</creatorcontrib><creatorcontrib>Hashizume, Naoto</creatorcontrib><creatorcontrib>Kozuka, Ayako</creatorcontrib><creatorcontrib>Yahikozawa, Kumiko</creatorcontrib><creatorcontrib>Kuwahara, Koichiro</creatorcontrib><title>A Predictive Model for 6-Month Mortality in Elderly Patients with Heart Failure</title><title>International Heart Journal</title><addtitle>INT HEART J</addtitle><addtitle>Int. Heart J.</addtitle><description>Prediction of short-term mortality in elderly patients with heart failure (HF) would be useful for clinicians when discussing HF management or palliative care.A prospective multicenter cohort study was conducted between July 2014 and July 2018. A total of 504 consecutive elderly patients (age ≥ 75 years) with HF (mean age 85 years, 50% women) were enrolled. We used a multiple logistic regression analysis with stepwise variable selection to select predictive variables and to determine weighted point scores. After analysis, the following variables predicted short-term mortality and comprised the risk score: previous HF admission (3 points), New York Heart Association III or IV (2 points), body mass index < 17.7 kg/m2 (4 points), serum albumin < 3.5 g/dL (9 points), and left ventricular ejection fraction < 50% (2 points). The c-statistic was 0.820. We compared mortality in low-risk (0-6 points, n = 188), intermediate-risk (7-13 points, n = 241), and high-risk (14-20 points, n = 75) groups. A total of 43 (8.5%) patients died within 6 months after discharge. Mortality was significantly higher in groups with higher scores (low-risk group, 0.5%; intermediate-risk group, 9.1%; high-risk group, 26.7%; P < 0.001).We developed a predictive model for 6-month mortality in elderly patients with HF. This risk score could be useful when discussing advanced HF therapies, palliative care, or hospice referral with patients.</description><subject>Aged, 80 and over</subject><subject>Body mass index</subject><subject>Cardiac & Cardiovascular Systems</subject><subject>Cardiovascular System & Cardiology</subject><subject>Congestive heart failure</subject><subject>Death</subject><subject>Female</subject><subject>Geriatrics</subject><subject>Heart failure</subject><subject>Heart Failure - mortality</subject><subject>Humans</subject><subject>Japan - epidemiology</subject><subject>Life Sciences & Biomedicine</subject><subject>Logistic Models</subject><subject>Male</subject><subject>Mortality</subject><subject>Palliative care</subject><subject>Prediction models</subject><subject>Prospective Studies</subject><subject>Risk Assessment</subject><subject>Risk groups</subject><subject>Risk score</subject><subject>Science & Technology</subject><subject>Short-term</subject><subject>Ventricle</subject><issn>1349-2365</issn><issn>1349-3299</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>AOWDO</sourceid><sourceid>EIF</sourceid><recordid>eNqNkE1v3CAQhlHVqvloL_0BFVJvrZwCY2y4NVrlS0qUHNIzwnjcZeWYFHCj_fcl8XZ7zQVG8Lwzo4eQT5ydcAnNd7_enHBdyVa8IYccal2B0PrtrhbQyANylNKGsZpL1r4nByB4Cy2HQ3J7Su8i9t5l_wfpTehxpEOItKluwpTX5SVmO_q8pX6iZ2OPcdzSO5s9TjnRJ1-QS7Qx03PrxzniB_JusGPCj7v7mPw8P7tfXVbXtxdXq9PrytWNyJXuauSidwqZQocIWgwgGFoHtaoH0VvQbd9yJTVTGnmnuANpnYa-GTou4Jh8Wfo-xvB7xpTNJsxxKiONACVBcQVNob4ulIshpYiDeYz-wcat4cw8uzPFneHaFHcF_rxrOXcP2O_Rf7IK8G0BnrALQ3LFgcM9xhiTQnDZ6lJxXWj1enrlc3EaplWYp1yiP5boJmX763-oePZuxJelG27E87Esv_9yaxsNTvAXn2ygiA</recordid><startdate>20200328</startdate><enddate>20200328</enddate><creator>Suzuki, Sho</creator><creator>Motoki, Hirohiko</creator><creator>Kanzaki, Yusuke</creator><creator>Maruyama, Takuya</creator><creator>Hashizume, Naoto</creator><creator>Kozuka, Ayako</creator><creator>Yahikozawa, Kumiko</creator><creator>Kuwahara, Koichiro</creator><general>International Heart Journal Association</general><general>Int Heart Journal Assoc</general><general>Japan Science and Technology Agency</general><scope>AOWDO</scope><scope>BLEPL</scope><scope>DTL</scope><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>7QP</scope><orcidid>https://orcid.org/0000-0001-9058-9258</orcidid></search><sort><creationdate>20200328</creationdate><title>A Predictive Model for 6-Month Mortality in Elderly Patients with Heart Failure</title><author>Suzuki, Sho ; Motoki, Hirohiko ; Kanzaki, Yusuke ; Maruyama, Takuya ; Hashizume, Naoto ; Kozuka, Ayako ; Yahikozawa, Kumiko ; Kuwahara, Koichiro</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c462t-9b4e12dc8e08ecee392f320eac3484f2da397d71859089e1b81c35ac93d6fb123</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Aged, 80 and over</topic><topic>Body mass index</topic><topic>Cardiac & Cardiovascular Systems</topic><topic>Cardiovascular System & Cardiology</topic><topic>Congestive heart failure</topic><topic>Death</topic><topic>Female</topic><topic>Geriatrics</topic><topic>Heart failure</topic><topic>Heart Failure - mortality</topic><topic>Humans</topic><topic>Japan - epidemiology</topic><topic>Life Sciences & Biomedicine</topic><topic>Logistic Models</topic><topic>Male</topic><topic>Mortality</topic><topic>Palliative care</topic><topic>Prediction models</topic><topic>Prospective Studies</topic><topic>Risk Assessment</topic><topic>Risk groups</topic><topic>Risk score</topic><topic>Science & Technology</topic><topic>Short-term</topic><topic>Ventricle</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Suzuki, Sho</creatorcontrib><creatorcontrib>Motoki, Hirohiko</creatorcontrib><creatorcontrib>Kanzaki, Yusuke</creatorcontrib><creatorcontrib>Maruyama, Takuya</creatorcontrib><creatorcontrib>Hashizume, Naoto</creatorcontrib><creatorcontrib>Kozuka, Ayako</creatorcontrib><creatorcontrib>Yahikozawa, Kumiko</creatorcontrib><creatorcontrib>Kuwahara, Koichiro</creatorcontrib><collection>Web of Science - Science Citation Index Expanded - 2020</collection><collection>Web of Science Core Collection</collection><collection>Science Citation Index Expanded</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium & Calcified Tissue Abstracts</collection><jtitle>International Heart Journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Suzuki, Sho</au><au>Motoki, Hirohiko</au><au>Kanzaki, Yusuke</au><au>Maruyama, Takuya</au><au>Hashizume, Naoto</au><au>Kozuka, Ayako</au><au>Yahikozawa, Kumiko</au><au>Kuwahara, Koichiro</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Predictive Model for 6-Month Mortality in Elderly Patients with Heart Failure</atitle><jtitle>International Heart Journal</jtitle><stitle>INT HEART J</stitle><addtitle>Int. Heart J.</addtitle><date>2020-03-28</date><risdate>2020</risdate><volume>61</volume><issue>2</issue><spage>325</spage><epage>331</epage><pages>325-331</pages><issn>1349-2365</issn><eissn>1349-3299</eissn><abstract>Prediction of short-term mortality in elderly patients with heart failure (HF) would be useful for clinicians when discussing HF management or palliative care.A prospective multicenter cohort study was conducted between July 2014 and July 2018. A total of 504 consecutive elderly patients (age ≥ 75 years) with HF (mean age 85 years, 50% women) were enrolled. We used a multiple logistic regression analysis with stepwise variable selection to select predictive variables and to determine weighted point scores. After analysis, the following variables predicted short-term mortality and comprised the risk score: previous HF admission (3 points), New York Heart Association III or IV (2 points), body mass index < 17.7 kg/m2 (4 points), serum albumin < 3.5 g/dL (9 points), and left ventricular ejection fraction < 50% (2 points). The c-statistic was 0.820. We compared mortality in low-risk (0-6 points, n = 188), intermediate-risk (7-13 points, n = 241), and high-risk (14-20 points, n = 75) groups. A total of 43 (8.5%) patients died within 6 months after discharge. Mortality was significantly higher in groups with higher scores (low-risk group, 0.5%; intermediate-risk group, 9.1%; high-risk group, 26.7%; P < 0.001).We developed a predictive model for 6-month mortality in elderly patients with HF. This risk score could be useful when discussing advanced HF therapies, palliative care, or hospice referral with patients.</abstract><cop>TOKYO</cop><pub>International Heart Journal Association</pub><pmid>32173713</pmid><doi>10.1536/ihj.19-572</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0001-9058-9258</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aged, 80 and over Body mass index Cardiac & Cardiovascular Systems Cardiovascular System & Cardiology Congestive heart failure Death Female Geriatrics Heart failure Heart Failure - mortality Humans Japan - epidemiology Life Sciences & Biomedicine Logistic Models Male Mortality Palliative care Prediction models Prospective Studies Risk Assessment Risk groups Risk score Science & Technology Short-term Ventricle |
title | A Predictive Model for 6-Month Mortality in Elderly Patients with Heart Failure |
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