{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"institution":[{"name":"medRxiv"}],"indexed":{"date-parts":[[2026,7,18]],"date-time":"2026-07-18T08:03:38Z","timestamp":1784361818536,"version":"3.55.0"},"posted":{"date-parts":[[2026,7,15]]},"group-title":"Cardiovascular Medicine","reference-count":8,"publisher":"openRxiv","license":[{"start":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T00:00:00Z","timestamp":1784073600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"accepted":{"date-parts":[[2026,7,15]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                <jats:p>\n                  Residual congestion is the principal driver of heart failure readmission, and reliable serial assessment of volume status remains an unmet clinical need. This study asked whether a wrist-worn, machine-learning\u2013based device for non-invasive venous waveform analysis in heart failure (the NIVA\n                  <jats:sub>HF<\/jats:sub>\n                  device), which produces an integer-scaled estimate of pulmonary capillary wedge pressure termed the NIVA Score, responds to acute changes in volume status.\n                <\/jats:p>\n                <jats:p>Agreement between the NIVA Score and invasively measured pulmonary capillary wedge pressure at single time points has been established in a separate prospective, multi-site study; however, such static agreement does not establish whether the measure tracks dynamic decongestion. We therefore evaluated the directional responsiveness of the locked NIVA Score in two prespecified cohorts: hospitalized adults with acute decompensated heart failure undergoing routine intravenous diuresis, and a controlled porcine model of volume overload followed by diuresis. In eleven patients contributing thirteen paired measurements (mean net fluid balance \u22122.1 \u00b1 1.0 L), NIVA Scores decreased significantly after diuresis (paired t-test, P = 0.04). In five pigs contributing twenty-four paired measurements, NIVA Scores decreased significantly after intravenous furosemide following crystalloid loading (P &lt;0.01), and the direction of change was concordant with measured urine output in every animal. Statistical significance was reached in both cohorts despite modest sample sizes, indicating a measurable NIVA Score reduction with volume removal. In an exploratory analysis, the discharge NIVA Score yielded an area under the receiver-operating-characteristic curve of 0.85 (95% confidence interval 0.575\u20131.00; P = 0.04) for thirty-day readmission. Together, the significant, directionally concordant NIVA Score reductions across independent clinical and preclinical cohorts demonstrate that the device tracks acute decongestion and support its use for serial, non-invasive congestion monitoring; an adequately powered prospective study is the planned next step.<\/jats:p>","DOI":"10.64898\/2026.07.13.26357910","type":"posted-content","created":{"date-parts":[[2026,7,16]],"date-time":"2026-07-16T01:15:14Z","timestamp":1784164514000},"source":"Crossref","is-referenced-by-count":0,"title":["Early Feasibility of NIVA Score Decongestion Responsiveness: A Pilot Clinical and Preclinical Study"],"prefix":"10.64898","author":[{"given":"Bret D.","family":"Alvis","sequence":"first","affiliation":[{"name":"Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA"},{"name":"College of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA"},{"name":"VoluMetrix, LLC, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jeffrey","family":"Schmeckpeper","sequence":"additional","affiliation":[{"name":"Department of Medicine, Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aniket S.","family":"Rali","sequence":"additional","affiliation":[{"name":"Department of Medicine, Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jessica","family":"Huston","sequence":"additional","affiliation":[{"name":"Department of Medicine, Division of Cardiovascular Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stacy","family":"Tsai","sequence":"additional","affiliation":[{"name":"Department of Medicine, Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kaushik","family":"Amancherla","sequence":"additional","affiliation":[{"name":"Department of Medicine, Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David","family":"Armstrong","sequence":"additional","affiliation":[{"name":"Department of Medicine, Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Richa","family":"Gupta","sequence":"additional","affiliation":[{"name":"Department of Heart Failure and Transplantation Cardiology, MedStar Health, Washington, DC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jonathan S.","family":"Whitfield","sequence":"additional","affiliation":[{"name":"VoluMetrix, LLC, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rene","family":"Harder","sequence":"additional","affiliation":[{"name":"VoluMetrix, LLC, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Katharine","family":"Miller","sequence":"additional","affiliation":[{"name":"VoluMetrix, LLC, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mackenzie","family":"Horne","sequence":"additional","affiliation":[{"name":"Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-1729-2667","authenticated-orcid":false,"given":"Dawson","family":"Wervey","sequence":"additional","affiliation":[{"name":"Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Romy","family":"Pein","sequence":"additional","affiliation":[{"name":"Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tara","family":"Isanaka","sequence":"additional","affiliation":[{"name":"Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marisa","family":"Case","sequence":"additional","affiliation":[{"name":"Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eric","family":"Wise","sequence":"additional","affiliation":[{"name":"Department of Surgery, University of Minnesota Medical Center, Minneapolis, MN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bryce","family":"Perrien","sequence":"additional","affiliation":[{"name":"Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA"},{"name":"VoluMetrix, LLC, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Colleen","family":"Brophy","sequence":"additional","affiliation":[{"name":"VoluMetrix, LLC, Nashville, TN, USA"},{"name":"Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"JoAnn","family":"Lindenfeld","sequence":"additional","affiliation":[{"name":"VoluMetrix, LLC, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kyle","family":"Hocking","sequence":"additional","affiliation":[{"name":"College of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA"},{"name":"VoluMetrix, LLC, Nashville, TN, USA"},{"name":"Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"54368","reference":[{"key":"2026071800450519000_2026.07.13.26357910v1.1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jacc.2024.06.002"},{"key":"2026071800450519000_2026.07.13.26357910v1.2","doi-asserted-by":"publisher","DOI":"10.1016\/s0140-6736(21)01754-2"},{"key":"2026071800450519000_2026.07.13.26357910v1.3","unstructured":"Alvis BD , Schmeckpeper J , Rali A , et al. Non-Invasive Venous Waveform Analysis (NIVA) Scores obtained with NIVAHF demonstrate agreement with pulmonary capillary wedge pressure (PCWP) measurements in patients undergoing right heart catheterization: a multi-site study. Presented at: Technology and Heart Failure Therapeutics (THT); March 2\u20134, 2026; Boston, MA."},{"key":"2026071800450519000_2026.07.13.26357910v1.4","first-page":"1247","article-title":"Noninvasive Venous Waveform Analysis Correlates With Pulmonary Capillary Wedge Pressure and Predicts 30-Day Admission in Patients With Heart Failure Undergoing Right Heart Catheterization","volume":"27","year":"2021","journal-title":"J Card Fail"},{"key":"2026071800450519000_2026.07.13.26357910v1.5","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1016\/j.cardfail.2019.09.009","article-title":"Observational Study of Noninvasive Venous Waveform Analysis to Assess Intracardiac Filling Pressures During Right Heart Catheterization","volume":"26","year":"2020","journal-title":"J Card Fail"},{"key":"2026071800450519000_2026.07.13.26357910v1.6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jacc.2021.12.011"},{"key":"2026071800450519000_2026.07.13.26357910v1.7","doi-asserted-by":"crossref","first-page":"128","DOI":"10.1016\/j.cardfail.2019.08.004","article-title":"Discordance Between Clinical Assessment and Invasive Hemodynamics in Patients With Advanced Heart Failure","volume":"26","year":"2020","journal-title":"J Card Fail"},{"key":"2026071800450519000_2026.07.13.26357910v1.8","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(11)60101-3"}],"container-title":[],"original-title":[],"link":[{"URL":"https:\/\/syndication.highwire.org\/content\/doi\/10.64898\/2026.07.13.26357910","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,18]],"date-time":"2026-07-18T07:45:14Z","timestamp":1784360714000},"score":1,"resource":{"primary":{"URL":"http:\/\/medrxiv.org\/lookup\/doi\/10.64898\/2026.07.13.26357910"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7,15]]},"references-count":8,"URL":"https:\/\/doi.org\/10.64898\/2026.07.13.26357910","relation":{},"subject":[],"published":{"date-parts":[[2026,7,15]]},"subtype":"preprint"}}