TY - JOUR
T1 - Assessing Cardiac Flow Measurements Using a Noninvasive Photoplethysmography-Based Device Compared to Invasive Pulmonary Artery Catheter
AU - Nachman, Dean
AU - Eisenkraft, Arik
AU - Rahamim, Eldad
AU - Ibrahimli, Mahsati
AU - Asenov, Asen
AU - Goldstein, Nir
AU - Kolben, Yotam
AU - Huly, Segev
AU - Ben Ishay, Arik
AU - Fons, Meir
AU - Tabi, Michael
AU - Merin, Roei
AU - Amir, Offer
AU - Asleh, Rabea
N1 - Publisher Copyright:
© 2025 The Authors
PY - 2025/9/1
Y1 - 2025/9/1
N2 - Background: Invasive monitoring is considered the gold standard for hemodynamic monitoring, yet it poses inherent risks. Objectives: The aim of the study was to compare invasive hemodynamic measurements using a noninvasive wearable photoplethysmography-based (PPG) monitor and an invasive pulmonary artery catheter. Methods: Heart failure patients undergoing right heart catheterization were recruited. The PPG-based monitor was applied, and readings of cardiac output (CO) and systemic vascular resistance (SVR) commenced in parallel to invasive hemodynamic measurements and CO calculations using indirect Fick's (IF) and thermodilution (TD) methods. Bland-Altman plots and Pearson correlations were used to assess the accuracy and agreement between the techniques. Limits of agreement below ±30% compared to TD were regarded as highly concordant. Results: A total of 90 patients (56.6% [51/90] men, mean age 62 ± 16 years) were included in the final analysis. The limits of agreement and bias (lower/upper limit of 95% CI) for CO and SVR were −19.1/14.5%, −2.3% (−4.2/−0.4%) and −27.4/12.3%, −7.5% (−9.7/−5.2%) for the PPG compared to the TD; −28.6/29.8%, 0.5% (−2.7/3.8%) and −42.3/20.5%, −10.9% (−14.4/−7.3%) for the PPG compared to IF method; and −46.1/34.1%, −6.0% (−10.6/−1.3%) and −26.8%/58.3%, 15.7% (10.7/20.7%) for the TD compared to the IF method. Pearson coefficients (lower/upper limit of 95% CI) between the PPG method and the TD, the PPG method and IF, and the TD and IF were 0.959 (0.938/0.974), 0.844 (0.767/0.897), and 0.775 (0.668/0.851) for CO, and 0.936 (0.902/0.959), 0.865 (0.796/0.911) and 0.687 (0.546/0.79) for SVR, respectively. Similar correlations and biases were found with different BMIs and skin color tones. Conclusions: The PPG-based device correlates well with invasive methods.
AB - Background: Invasive monitoring is considered the gold standard for hemodynamic monitoring, yet it poses inherent risks. Objectives: The aim of the study was to compare invasive hemodynamic measurements using a noninvasive wearable photoplethysmography-based (PPG) monitor and an invasive pulmonary artery catheter. Methods: Heart failure patients undergoing right heart catheterization were recruited. The PPG-based monitor was applied, and readings of cardiac output (CO) and systemic vascular resistance (SVR) commenced in parallel to invasive hemodynamic measurements and CO calculations using indirect Fick's (IF) and thermodilution (TD) methods. Bland-Altman plots and Pearson correlations were used to assess the accuracy and agreement between the techniques. Limits of agreement below ±30% compared to TD were regarded as highly concordant. Results: A total of 90 patients (56.6% [51/90] men, mean age 62 ± 16 years) were included in the final analysis. The limits of agreement and bias (lower/upper limit of 95% CI) for CO and SVR were −19.1/14.5%, −2.3% (−4.2/−0.4%) and −27.4/12.3%, −7.5% (−9.7/−5.2%) for the PPG compared to the TD; −28.6/29.8%, 0.5% (−2.7/3.8%) and −42.3/20.5%, −10.9% (−14.4/−7.3%) for the PPG compared to IF method; and −46.1/34.1%, −6.0% (−10.6/−1.3%) and −26.8%/58.3%, 15.7% (10.7/20.7%) for the TD compared to the IF method. Pearson coefficients (lower/upper limit of 95% CI) between the PPG method and the TD, the PPG method and IF, and the TD and IF were 0.959 (0.938/0.974), 0.844 (0.767/0.897), and 0.775 (0.668/0.851) for CO, and 0.936 (0.902/0.959), 0.865 (0.796/0.911) and 0.687 (0.546/0.79) for SVR, respectively. Similar correlations and biases were found with different BMIs and skin color tones. Conclusions: The PPG-based device correlates well with invasive methods.
KW - Swan-Ganz catheter
KW - cardiac flow measurements
KW - congestive heart failure
KW - noninvasive monitoring
KW - photoplethysmogram
KW - remote patient monitoring
UR - https://www.scopus.com/pages/publications/105013800228
U2 - 10.1016/j.jacadv.2025.102093
DO - 10.1016/j.jacadv.2025.102093
M3 - Article
C2 - 40845743
AN - SCOPUS:105013800228
SN - 2772-963X
VL - 4
JO - JACC: Advances
JF - JACC: Advances
IS - 9
M1 - 102093
ER -