Natriuretic Equation to Predict Loop Diuretic Response in Patients With Heart Failure
BACKGROUND Most acute decompensated heart failure admissions are driven by congestion. However, residual congestion is common and often driven by the lack of reliable tools to titrate diuretic therapy. The authors previously developed a natriuretic response prediction equation (NRPE), which predicts...
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creator | Rao, Veena S. Ivey-Miranda, Juan B. Cox, Zachary L. Riello, Ralph Griffin, Matthew Fleming, James Soucier, Richard Sangkachand, Prasama O'Brien, Margaret LoRusso, Francine D'Ambrosi, Julie Churchwell, Keith Mahoney, Devin Bellumkonda, Lavanya Asher, Jennifer L. Maulion, Christopher Turner, Jeffrey M. Wilson, F. Perry Collins, Sean P. Testani, Jeffrey M. |
description | BACKGROUND Most acute decompensated heart failure admissions are driven by congestion. However, residual congestion is common and often driven by the lack of reliable tools to titrate diuretic therapy. The authors previously developed a natriuretic response prediction equation (NRPE), which predicts sodium output using a spot urine sample collected 2 h after loop diuretic administration.
OBJECTIVES The purpose of this study was to validate the NRPE and describe proof-of-concept that the NRPE can be used to guide diuretic therapy.
METHODS Two cohorts were assembled: 1) the Diagnosing and Targeting Mechanisms of Diuretic Resistance (MDR) cohort was used to validate the NRPE to predict 6-h sodium output after a loop diuretic, which was defined as poor (= 0.90 to predict poor, suboptimal, and excellent natriuretic response, and outperformed clinically obtained net fluid loss (p < 0.05 for all cutpoints). In the YDP cohort (n = 161) using the NRPE to direct therapy mean daily urine output (1.8 +/- 0.9 l vs. 3.0 +/- 0.8 l), net fluid output ( -1.1 +/- 0.9 l vs. -2.1 +/- 0.9 l), and weight loss (-0.3 +/- 0.3 kg vs. -2.5 +/- 0.3 kg) improved substantially following initiation of the YDP (p < 0.001 for all pre-post comparisons).
CONCLUSIONS Natriuretic response can be rapidly and accurately predicted by the NRPE, and this information can be used to guide diuretic therapy during acute decompensated heart failure. Additional study of diuresis guided by the NRPE is warranted. (c) 2021 by the American College of Cardiology Foundation. |
doi_str_mv | 10.1016/j.jacc.2020.12.022 |
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OBJECTIVES The purpose of this study was to validate the NRPE and describe proof-of-concept that the NRPE can be used to guide diuretic therapy.
METHODS Two cohorts were assembled: 1) the Diagnosing and Targeting Mechanisms of Diuretic Resistance (MDR) cohort was used to validate the NRPE to predict 6-h sodium output after a loop diuretic, which was defined as poor (<50 mmol), suboptimal (<100 mmol), or excellent (>150 mmol); and 2) the Yale Diuretic Pathway (YDP) cohort, which used the NRPE to guide loop diuretic titration via a nurse-driven automated protocol.
RESULTS Evaluating 638 loop diuretic administrations, the NRPE showed excellent discrimination with areas under the curve >= 0.90 to predict poor, suboptimal, and excellent natriuretic response, and outperformed clinically obtained net fluid loss (p < 0.05 for all cutpoints). In the YDP cohort (n = 161) using the NRPE to direct therapy mean daily urine output (1.8 +/- 0.9 l vs. 3.0 +/- 0.8 l), net fluid output ( -1.1 +/- 0.9 l vs. -2.1 +/- 0.9 l), and weight loss (-0.3 +/- 0.3 kg vs. -2.5 +/- 0.3 kg) improved substantially following initiation of the YDP (p < 0.001 for all pre-post comparisons).
CONCLUSIONS Natriuretic response can be rapidly and accurately predicted by the NRPE, and this information can be used to guide diuretic therapy during acute decompensated heart failure. Additional study of diuresis guided by the NRPE is warranted. (c) 2021 by the American College of Cardiology Foundation.</description><identifier>ISSN: 0735-1097</identifier><identifier>EISSN: 1558-3597</identifier><identifier>DOI: 10.1016/j.jacc.2020.12.022</identifier><identifier>PMID: 33573739</identifier><language>eng</language><publisher>NEW YORK: Elsevier</publisher><subject>Aged ; Biomarkers - urine ; Cardiac & Cardiovascular Systems ; Cardiovascular System & Cardiology ; Cohort Studies ; Drug Monitoring - methods ; Female ; Heart Failure - drug therapy ; Humans ; Life Sciences & Biomedicine ; Male ; Middle Aged ; Models, Biological ; Natriuresis - drug effects ; Proof of Concept Study ; Science & Technology ; Sodium - urine ; Sodium Potassium Chloride Symporter Inhibitors - therapeutic use ; Urinalysis</subject><ispartof>Journal of the American College of Cardiology, 2021-02, Vol.77 (6), p.695-708</ispartof><rights>Copyright © 2021 American College of Cardiology Foundation. Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>37</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000631977400004</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-c402t-6da1da2063935ee96b65e1ce0086db57189f92dbe29d304e8358e2f2f1a6731e3</citedby><cites>FETCH-LOGICAL-c402t-6da1da2063935ee96b65e1ce0086db57189f92dbe29d304e8358e2f2f1a6731e3</cites><orcidid>0000-0001-9059-1083 ; 0000-0001-8800-7298 ; 0000-0002-9317-9067 ; 0000-0002-2305-9836</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,315,781,785,886,27929,27930,39263</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33573739$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Rao, Veena S.</creatorcontrib><creatorcontrib>Ivey-Miranda, Juan B.</creatorcontrib><creatorcontrib>Cox, Zachary L.</creatorcontrib><creatorcontrib>Riello, Ralph</creatorcontrib><creatorcontrib>Griffin, Matthew</creatorcontrib><creatorcontrib>Fleming, James</creatorcontrib><creatorcontrib>Soucier, Richard</creatorcontrib><creatorcontrib>Sangkachand, Prasama</creatorcontrib><creatorcontrib>O'Brien, Margaret</creatorcontrib><creatorcontrib>LoRusso, Francine</creatorcontrib><creatorcontrib>D'Ambrosi, Julie</creatorcontrib><creatorcontrib>Churchwell, Keith</creatorcontrib><creatorcontrib>Mahoney, Devin</creatorcontrib><creatorcontrib>Bellumkonda, Lavanya</creatorcontrib><creatorcontrib>Asher, Jennifer L.</creatorcontrib><creatorcontrib>Maulion, Christopher</creatorcontrib><creatorcontrib>Turner, Jeffrey M.</creatorcontrib><creatorcontrib>Wilson, F. Perry</creatorcontrib><creatorcontrib>Collins, Sean P.</creatorcontrib><creatorcontrib>Testani, Jeffrey M.</creatorcontrib><title>Natriuretic Equation to Predict Loop Diuretic Response in Patients With Heart Failure</title><title>Journal of the American College of Cardiology</title><addtitle>J AM COLL CARDIOL</addtitle><addtitle>J Am Coll Cardiol</addtitle><description>BACKGROUND Most acute decompensated heart failure admissions are driven by congestion. However, residual congestion is common and often driven by the lack of reliable tools to titrate diuretic therapy. The authors previously developed a natriuretic response prediction equation (NRPE), which predicts sodium output using a spot urine sample collected 2 h after loop diuretic administration.
OBJECTIVES The purpose of this study was to validate the NRPE and describe proof-of-concept that the NRPE can be used to guide diuretic therapy.
METHODS Two cohorts were assembled: 1) the Diagnosing and Targeting Mechanisms of Diuretic Resistance (MDR) cohort was used to validate the NRPE to predict 6-h sodium output after a loop diuretic, which was defined as poor (<50 mmol), suboptimal (<100 mmol), or excellent (>150 mmol); and 2) the Yale Diuretic Pathway (YDP) cohort, which used the NRPE to guide loop diuretic titration via a nurse-driven automated protocol.
RESULTS Evaluating 638 loop diuretic administrations, the NRPE showed excellent discrimination with areas under the curve >= 0.90 to predict poor, suboptimal, and excellent natriuretic response, and outperformed clinically obtained net fluid loss (p < 0.05 for all cutpoints). In the YDP cohort (n = 161) using the NRPE to direct therapy mean daily urine output (1.8 +/- 0.9 l vs. 3.0 +/- 0.8 l), net fluid output ( -1.1 +/- 0.9 l vs. -2.1 +/- 0.9 l), and weight loss (-0.3 +/- 0.3 kg vs. -2.5 +/- 0.3 kg) improved substantially following initiation of the YDP (p < 0.001 for all pre-post comparisons).
CONCLUSIONS Natriuretic response can be rapidly and accurately predicted by the NRPE, and this information can be used to guide diuretic therapy during acute decompensated heart failure. Additional study of diuresis guided by the NRPE is warranted. (c) 2021 by the American College of Cardiology Foundation.</description><subject>Aged</subject><subject>Biomarkers - urine</subject><subject>Cardiac & Cardiovascular Systems</subject><subject>Cardiovascular System & Cardiology</subject><subject>Cohort Studies</subject><subject>Drug Monitoring - methods</subject><subject>Female</subject><subject>Heart Failure - drug therapy</subject><subject>Humans</subject><subject>Life Sciences & Biomedicine</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Models, Biological</subject><subject>Natriuresis - drug effects</subject><subject>Proof of Concept Study</subject><subject>Science & Technology</subject><subject>Sodium - urine</subject><subject>Sodium Potassium Chloride Symporter Inhibitors - therapeutic use</subject><subject>Urinalysis</subject><issn>0735-1097</issn><issn>1558-3597</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>HGBXW</sourceid><sourceid>EIF</sourceid><recordid>eNqNkU9rFDEYh4Modlv9Ah4kR0FmzZ_JJLkIsm2tsLRFWnoMmcw7NsvsZJtkFL99M2676M1TQvK8v_zIg9A7SpaU0ObTZrmxzi0ZYeWALQljL9CCCqEqLrR8iRZEclFRouUROk5pQwhpFNWv0RHnQnLJ9QLdXtoc_RQhe4fPHiabfRhxDvg6QuddxusQdvj0mfgOaRfGBNiP-LqwMOaE73y-xxdgY8bn1g8FfYNe9XZI8PZpPUG352c3q4tqffX12-rLunI1YblqOks7y0jDNRcAumkbAdQBIarpWiGp0r1mXQtMd5zUoLhQwHrWU9tIToGfoM_73N3UbqFzpU60g9lFv7XxtwnWm39vRn9vfoSfRlFaS0VLwIengBgeJkjZbH1yMAx2hDAlw2qlmeBa1AVle9TFkFKE_vAMJWb2YTZm9mFmH4YyU3yUofd_FzyMPAsowMc98Ava0CdXftTBAZuNcaqlrMuOzB3U_9Mrn__YXIVpzPwRjTGpfg</recordid><startdate>20210216</startdate><enddate>20210216</enddate><creator>Rao, Veena S.</creator><creator>Ivey-Miranda, Juan B.</creator><creator>Cox, Zachary L.</creator><creator>Riello, Ralph</creator><creator>Griffin, Matthew</creator><creator>Fleming, James</creator><creator>Soucier, Richard</creator><creator>Sangkachand, Prasama</creator><creator>O'Brien, Margaret</creator><creator>LoRusso, Francine</creator><creator>D'Ambrosi, Julie</creator><creator>Churchwell, Keith</creator><creator>Mahoney, Devin</creator><creator>Bellumkonda, Lavanya</creator><creator>Asher, Jennifer L.</creator><creator>Maulion, Christopher</creator><creator>Turner, Jeffrey M.</creator><creator>Wilson, F. Perry</creator><creator>Collins, Sean P.</creator><creator>Testani, Jeffrey M.</creator><general>Elsevier</general><scope>BLEPL</scope><scope>DTL</scope><scope>HGBXW</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><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-9059-1083</orcidid><orcidid>https://orcid.org/0000-0001-8800-7298</orcidid><orcidid>https://orcid.org/0000-0002-9317-9067</orcidid><orcidid>https://orcid.org/0000-0002-2305-9836</orcidid></search><sort><creationdate>20210216</creationdate><title>Natriuretic Equation to Predict Loop Diuretic Response in Patients With Heart Failure</title><author>Rao, Veena S. ; Ivey-Miranda, Juan B. ; Cox, Zachary L. ; Riello, Ralph ; Griffin, Matthew ; Fleming, James ; Soucier, Richard ; Sangkachand, Prasama ; O'Brien, Margaret ; LoRusso, Francine ; D'Ambrosi, Julie ; Churchwell, Keith ; Mahoney, Devin ; Bellumkonda, Lavanya ; Asher, Jennifer L. ; Maulion, Christopher ; Turner, Jeffrey M. ; Wilson, F. 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Perry</creatorcontrib><creatorcontrib>Collins, Sean P.</creatorcontrib><creatorcontrib>Testani, Jeffrey M.</creatorcontrib><collection>Web of Science Core Collection</collection><collection>Science Citation Index Expanded</collection><collection>Web of Science - Science Citation Index Expanded - 2021</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><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of the American College of Cardiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Rao, Veena S.</au><au>Ivey-Miranda, Juan B.</au><au>Cox, Zachary L.</au><au>Riello, Ralph</au><au>Griffin, Matthew</au><au>Fleming, James</au><au>Soucier, Richard</au><au>Sangkachand, Prasama</au><au>O'Brien, Margaret</au><au>LoRusso, Francine</au><au>D'Ambrosi, Julie</au><au>Churchwell, Keith</au><au>Mahoney, Devin</au><au>Bellumkonda, Lavanya</au><au>Asher, Jennifer L.</au><au>Maulion, Christopher</au><au>Turner, Jeffrey M.</au><au>Wilson, F. Perry</au><au>Collins, Sean P.</au><au>Testani, Jeffrey M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Natriuretic Equation to Predict Loop Diuretic Response in Patients With Heart Failure</atitle><jtitle>Journal of the American College of Cardiology</jtitle><stitle>J AM COLL CARDIOL</stitle><addtitle>J Am Coll Cardiol</addtitle><date>2021-02-16</date><risdate>2021</risdate><volume>77</volume><issue>6</issue><spage>695</spage><epage>708</epage><pages>695-708</pages><issn>0735-1097</issn><eissn>1558-3597</eissn><abstract>BACKGROUND Most acute decompensated heart failure admissions are driven by congestion. However, residual congestion is common and often driven by the lack of reliable tools to titrate diuretic therapy. The authors previously developed a natriuretic response prediction equation (NRPE), which predicts sodium output using a spot urine sample collected 2 h after loop diuretic administration.
OBJECTIVES The purpose of this study was to validate the NRPE and describe proof-of-concept that the NRPE can be used to guide diuretic therapy.
METHODS Two cohorts were assembled: 1) the Diagnosing and Targeting Mechanisms of Diuretic Resistance (MDR) cohort was used to validate the NRPE to predict 6-h sodium output after a loop diuretic, which was defined as poor (<50 mmol), suboptimal (<100 mmol), or excellent (>150 mmol); and 2) the Yale Diuretic Pathway (YDP) cohort, which used the NRPE to guide loop diuretic titration via a nurse-driven automated protocol.
RESULTS Evaluating 638 loop diuretic administrations, the NRPE showed excellent discrimination with areas under the curve >= 0.90 to predict poor, suboptimal, and excellent natriuretic response, and outperformed clinically obtained net fluid loss (p < 0.05 for all cutpoints). In the YDP cohort (n = 161) using the NRPE to direct therapy mean daily urine output (1.8 +/- 0.9 l vs. 3.0 +/- 0.8 l), net fluid output ( -1.1 +/- 0.9 l vs. -2.1 +/- 0.9 l), and weight loss (-0.3 +/- 0.3 kg vs. -2.5 +/- 0.3 kg) improved substantially following initiation of the YDP (p < 0.001 for all pre-post comparisons).
CONCLUSIONS Natriuretic response can be rapidly and accurately predicted by the NRPE, and this information can be used to guide diuretic therapy during acute decompensated heart failure. Additional study of diuresis guided by the NRPE is warranted. (c) 2021 by the American College of Cardiology Foundation.</abstract><cop>NEW YORK</cop><pub>Elsevier</pub><pmid>33573739</pmid><doi>10.1016/j.jacc.2020.12.022</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0001-9059-1083</orcidid><orcidid>https://orcid.org/0000-0001-8800-7298</orcidid><orcidid>https://orcid.org/0000-0002-9317-9067</orcidid><orcidid>https://orcid.org/0000-0002-2305-9836</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aged Biomarkers - urine Cardiac & Cardiovascular Systems Cardiovascular System & Cardiology Cohort Studies Drug Monitoring - methods Female Heart Failure - drug therapy Humans Life Sciences & Biomedicine Male Middle Aged Models, Biological Natriuresis - drug effects Proof of Concept Study Science & Technology Sodium - urine Sodium Potassium Chloride Symporter Inhibitors - therapeutic use Urinalysis |
title | Natriuretic Equation to Predict Loop Diuretic Response in Patients With Heart Failure |
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