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Efficiently screening heart failure in patients with type 2 diabetes
Aims Our aim was to develop a screening tool for heart failure in patients with type 2 diabetes. Methods and results A total of 581 consecutive patients from 21 primary care practices in The Netherlands with type 2 diabetes, in whom the diagnosis of heart failure (HF) was not known, underwent an ext...
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Published in: | European journal of heart failure 2015-02, Vol.17 (2), p.187-195 |
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container_title | European journal of heart failure |
container_volume | 17 |
creator | Boonman-de Winter, Leandra J.M. Rutten, Frans H. Cramer, Maarten J. Landman, Marcel J. Zuithoff, Nicolaas P.A. Liem, Anho H. Hoes, Arno W. |
description | Aims
Our aim was to develop a screening tool for heart failure in patients with type 2 diabetes.
Methods and results
A total of 581 consecutive patients from 21 primary care practices in The Netherlands with type 2 diabetes, in whom the diagnosis of heart failure (HF) was not known, underwent an extensive diagnostic assessment, including medical history taking, physical examination, ECG, and echocardiography. The presence or absence of HF was established by a panel of two cardiologists and one general practitioner following the guidelines on HF of the European Society of Cardiology. In 161 patients, HF was considered present. A model based on the medical history and symptoms had a good discriminative value for detecting or excluding HF [C‐statistic after bootstrapping 0.80; 95% confidence interval (CI) 0.76–0.83]. Adding signs improved the C‐statistic to 0.82 (95% CI 0.79–0.86). A diagnostic screening score based on the clinical model had good discriminative properties applying a cut‐off of 3 points (24.7% risk of HF) with sensitivity 70.8%, specificity 79.0%, negative predictive value 87.6%, and positive predictive value 56.4%. ECG and natriuretic peptides both had independent added value beyond the clinical model and increased the C‐statistic to 0.86 (95% CI 0.83– 0.89). With a 20% threshold, the net reclassification of adding ECG and NT‐proBNP to the clinical model was only 0.06.
Conclusions
A decision aid based on items from the clinical assessment is useful for screening HF in older patients with type 2 diabetes and to pre‐select for echocardiography.
Trial registration
NL2271704108. |
doi_str_mv | 10.1002/ejhf.216 |
format | article |
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Our aim was to develop a screening tool for heart failure in patients with type 2 diabetes.
Methods and results
A total of 581 consecutive patients from 21 primary care practices in The Netherlands with type 2 diabetes, in whom the diagnosis of heart failure (HF) was not known, underwent an extensive diagnostic assessment, including medical history taking, physical examination, ECG, and echocardiography. The presence or absence of HF was established by a panel of two cardiologists and one general practitioner following the guidelines on HF of the European Society of Cardiology. In 161 patients, HF was considered present. A model based on the medical history and symptoms had a good discriminative value for detecting or excluding HF [C‐statistic after bootstrapping 0.80; 95% confidence interval (CI) 0.76–0.83]. Adding signs improved the C‐statistic to 0.82 (95% CI 0.79–0.86). A diagnostic screening score based on the clinical model had good discriminative properties applying a cut‐off of 3 points (24.7% risk of HF) with sensitivity 70.8%, specificity 79.0%, negative predictive value 87.6%, and positive predictive value 56.4%. ECG and natriuretic peptides both had independent added value beyond the clinical model and increased the C‐statistic to 0.86 (95% CI 0.83– 0.89). With a 20% threshold, the net reclassification of adding ECG and NT‐proBNP to the clinical model was only 0.06.
Conclusions
A decision aid based on items from the clinical assessment is useful for screening HF in older patients with type 2 diabetes and to pre‐select for echocardiography.
Trial registration
NL2271704108.</description><identifier>ISSN: 1388-9842</identifier><identifier>EISSN: 1879-0844</identifier><identifier>DOI: 10.1002/ejhf.216</identifier><identifier>PMID: 25557025</identifier><language>eng</language><publisher>Oxford, UK: John Wiley & Sons, Ltd</publisher><subject>Aged ; Diabetes Mellitus, Type 2 - diagnosis ; Diagnosis ; Echocardiography ; Electrocardiography ; False Negative Reactions ; Female ; Heart failure ; Heart Failure - diagnosis ; Heart Failure - prevention & control ; Humans ; Male ; Middle Aged ; Predictive Value of Tests ; Primary care ; Screening ; Sensitivity and specificity ; Type 2 diabetes</subject><ispartof>European journal of heart failure, 2015-02, Vol.17 (2), p.187-195</ispartof><rights>2014 The Authors. © 2014 European Society of Cardiology</rights><rights>2014 The Authors. European Journal of Heart Failure © 2014 European Society of Cardiology.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3936-a07d54332216f7c7b3441a37903c837e35cd1e0cb7d0a092fe362b4a890e869f3</citedby><cites>FETCH-LOGICAL-c3936-a07d54332216f7c7b3441a37903c837e35cd1e0cb7d0a092fe362b4a890e869f3</cites></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/25557025$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Boonman-de Winter, Leandra J.M.</creatorcontrib><creatorcontrib>Rutten, Frans H.</creatorcontrib><creatorcontrib>Cramer, Maarten J.</creatorcontrib><creatorcontrib>Landman, Marcel J.</creatorcontrib><creatorcontrib>Zuithoff, Nicolaas P.A.</creatorcontrib><creatorcontrib>Liem, Anho H.</creatorcontrib><creatorcontrib>Hoes, Arno W.</creatorcontrib><title>Efficiently screening heart failure in patients with type 2 diabetes</title><title>European journal of heart failure</title><addtitle>Eur J Heart Fail</addtitle><description>Aims
Our aim was to develop a screening tool for heart failure in patients with type 2 diabetes.
Methods and results
A total of 581 consecutive patients from 21 primary care practices in The Netherlands with type 2 diabetes, in whom the diagnosis of heart failure (HF) was not known, underwent an extensive diagnostic assessment, including medical history taking, physical examination, ECG, and echocardiography. The presence or absence of HF was established by a panel of two cardiologists and one general practitioner following the guidelines on HF of the European Society of Cardiology. In 161 patients, HF was considered present. A model based on the medical history and symptoms had a good discriminative value for detecting or excluding HF [C‐statistic after bootstrapping 0.80; 95% confidence interval (CI) 0.76–0.83]. Adding signs improved the C‐statistic to 0.82 (95% CI 0.79–0.86). A diagnostic screening score based on the clinical model had good discriminative properties applying a cut‐off of 3 points (24.7% risk of HF) with sensitivity 70.8%, specificity 79.0%, negative predictive value 87.6%, and positive predictive value 56.4%. ECG and natriuretic peptides both had independent added value beyond the clinical model and increased the C‐statistic to 0.86 (95% CI 0.83– 0.89). With a 20% threshold, the net reclassification of adding ECG and NT‐proBNP to the clinical model was only 0.06.
Conclusions
A decision aid based on items from the clinical assessment is useful for screening HF in older patients with type 2 diabetes and to pre‐select for echocardiography.
Trial registration
NL2271704108.</description><subject>Aged</subject><subject>Diabetes Mellitus, Type 2 - diagnosis</subject><subject>Diagnosis</subject><subject>Echocardiography</subject><subject>Electrocardiography</subject><subject>False Negative Reactions</subject><subject>Female</subject><subject>Heart failure</subject><subject>Heart Failure - diagnosis</subject><subject>Heart Failure - prevention & control</subject><subject>Humans</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Predictive Value of Tests</subject><subject>Primary care</subject><subject>Screening</subject><subject>Sensitivity and specificity</subject><subject>Type 2 diabetes</subject><issn>1388-9842</issn><issn>1879-0844</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><recordid>eNp10LtOwzAUBmALgWgpSDwB8siS4ksSOyMqvQAVLKBKLJbjHFOXNC12otK3J1VLN6bj4dPvc36ErinpU0LYHSzmts9oeoK6VIosIjKOT9s3lzLKZMw66CKEBSFUtPocdViSJIKwpIsehtY646Cqyy0OxgNUrvrEc9C-xla7svGAXYXXut6hgDeunuN6uwbMcOF0DjWES3RmdRng6jB76H00fBtMounr-HFwP40Mz3gaaSKKJOactZtaYUTO45hqLjLCjeQCeGIKCsTkoiCaZMwCT1kea5kRkGlmeQ_d7nPXfvXdQKjV0gUDZakrWDVB0bS9izHS_nGkxq9C8GDV2rul9ltFidp1pnadqXaTlt4cUpt8CcUR_pXUgmgPNq6E7b9Bavg0Ge0DD96FGn6OXvsvlQouEjV7GauZTFmajT_UM_8FEsGDXA</recordid><startdate>201502</startdate><enddate>201502</enddate><creator>Boonman-de Winter, Leandra J.M.</creator><creator>Rutten, Frans H.</creator><creator>Cramer, Maarten J.</creator><creator>Landman, Marcel J.</creator><creator>Zuithoff, Nicolaas P.A.</creator><creator>Liem, Anho H.</creator><creator>Hoes, Arno W.</creator><general>John Wiley & Sons, Ltd</general><scope>BSCLL</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>7X8</scope></search><sort><creationdate>201502</creationdate><title>Efficiently screening heart failure in patients with type 2 diabetes</title><author>Boonman-de Winter, Leandra J.M. ; Rutten, Frans H. ; Cramer, Maarten J. ; Landman, Marcel J. ; Zuithoff, Nicolaas P.A. ; Liem, Anho H. ; Hoes, Arno W.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3936-a07d54332216f7c7b3441a37903c837e35cd1e0cb7d0a092fe362b4a890e869f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Aged</topic><topic>Diabetes Mellitus, Type 2 - diagnosis</topic><topic>Diagnosis</topic><topic>Echocardiography</topic><topic>Electrocardiography</topic><topic>False Negative Reactions</topic><topic>Female</topic><topic>Heart failure</topic><topic>Heart Failure - diagnosis</topic><topic>Heart Failure - prevention & control</topic><topic>Humans</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Predictive Value of Tests</topic><topic>Primary care</topic><topic>Screening</topic><topic>Sensitivity and specificity</topic><topic>Type 2 diabetes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Boonman-de Winter, Leandra J.M.</creatorcontrib><creatorcontrib>Rutten, Frans H.</creatorcontrib><creatorcontrib>Cramer, Maarten J.</creatorcontrib><creatorcontrib>Landman, Marcel J.</creatorcontrib><creatorcontrib>Zuithoff, Nicolaas P.A.</creatorcontrib><creatorcontrib>Liem, Anho H.</creatorcontrib><creatorcontrib>Hoes, Arno W.</creatorcontrib><collection>Istex</collection><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>European journal of heart failure</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Boonman-de Winter, Leandra J.M.</au><au>Rutten, Frans H.</au><au>Cramer, Maarten J.</au><au>Landman, Marcel J.</au><au>Zuithoff, Nicolaas P.A.</au><au>Liem, Anho H.</au><au>Hoes, Arno W.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Efficiently screening heart failure in patients with type 2 diabetes</atitle><jtitle>European journal of heart failure</jtitle><addtitle>Eur J Heart Fail</addtitle><date>2015-02</date><risdate>2015</risdate><volume>17</volume><issue>2</issue><spage>187</spage><epage>195</epage><pages>187-195</pages><issn>1388-9842</issn><eissn>1879-0844</eissn><abstract>Aims
Our aim was to develop a screening tool for heart failure in patients with type 2 diabetes.
Methods and results
A total of 581 consecutive patients from 21 primary care practices in The Netherlands with type 2 diabetes, in whom the diagnosis of heart failure (HF) was not known, underwent an extensive diagnostic assessment, including medical history taking, physical examination, ECG, and echocardiography. The presence or absence of HF was established by a panel of two cardiologists and one general practitioner following the guidelines on HF of the European Society of Cardiology. In 161 patients, HF was considered present. A model based on the medical history and symptoms had a good discriminative value for detecting or excluding HF [C‐statistic after bootstrapping 0.80; 95% confidence interval (CI) 0.76–0.83]. Adding signs improved the C‐statistic to 0.82 (95% CI 0.79–0.86). A diagnostic screening score based on the clinical model had good discriminative properties applying a cut‐off of 3 points (24.7% risk of HF) with sensitivity 70.8%, specificity 79.0%, negative predictive value 87.6%, and positive predictive value 56.4%. ECG and natriuretic peptides both had independent added value beyond the clinical model and increased the C‐statistic to 0.86 (95% CI 0.83– 0.89). With a 20% threshold, the net reclassification of adding ECG and NT‐proBNP to the clinical model was only 0.06.
Conclusions
A decision aid based on items from the clinical assessment is useful for screening HF in older patients with type 2 diabetes and to pre‐select for echocardiography.
Trial registration
NL2271704108.</abstract><cop>Oxford, UK</cop><pub>John Wiley & Sons, Ltd</pub><pmid>25557025</pmid><doi>10.1002/ejhf.216</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Aged Diabetes Mellitus, Type 2 - diagnosis Diagnosis Echocardiography Electrocardiography False Negative Reactions Female Heart failure Heart Failure - diagnosis Heart Failure - prevention & control Humans Male Middle Aged Predictive Value of Tests Primary care Screening Sensitivity and specificity Type 2 diabetes |
title | Efficiently screening heart failure in patients with type 2 diabetes |
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