Heart failure & cardiomyopathies

Assessing Cardiac Flow Measurements Using a Noninvasive Photoplethysmography-Based Device Compared to Invasive Pulmonary Artery Catheter

JACC AdvPublished Method comparison study

Authors' conclusion

The PPG-based device correlates well with invasive methods. (Comparing Cardiac Output Measurements Using a Wearable, Wireless, Non-invasive PPG-Based Device to a Swan Ganz Catheter; NCT04955184).

Study context

Population
Heart failure patients undergoing right heart catheterizationincluded in the final analysis, 56.6% [51/90] men, mean age 62 ± 16 years
Participants
90 patients
Comparison
Noninvasive wearable PPG-based monitor vs invasive pulmonary artery catheter (thermodilution (TD) and indirect Fick's (IF) methods) for cardiac output (CO) and systemic vascular resistance (SVR)
Outcome
Limits of agreement and bias for CO and SVR (Bland-Altman)

Main finding

As reported in the abstract

PPG vs TD · CO
bias (limits of agreement −19.1/14.5%) −2.3% (95% CI −4.2/−0.4%)
PPG vs TD · SVR
bias (limits of agreement −27.4/12.3%) −7.5% (95% CI −9.7/−5.2%)
PPG vs IF · CO
bias (limits of agreement −28.6/29.8%) 0.5% (95% CI −2.7/3.8%)
PPG vs IF · SVR
bias (limits of agreement −42.3/20.5%) −10.9% (95% CI −14.4/−7.3%)
TD vs IF · CO
bias (limits of agreement −46.1/34.1%) −6.0% (95% CI −10.6/−1.3%)
TD vs IF · SVR
bias (limits of agreement −26.8%/58.3%) 15.7% (95% CI 10.7/20.7%)

Further findings

OutcomePearson coefficient (95% CI)
Pearson correlation for CO and SVRPPG vs TD · CO0.959 (0.938/0.974)
Pearson correlation for CO and SVRPPG vs IF · CO0.844 (0.767/0.897)
Pearson correlation for CO and SVRTD vs IF · CO0.775 (0.668/0.851)
Pearson correlation for CO and SVRPPG vs TD · SVR0.936 (0.902/0.959)
Pearson correlation for CO and SVRPPG vs IF · SVR0.865 (0.796/0.911)
Pearson correlation for CO and SVRTD vs IF · SVR0.687 (0.546/0.79)

Correlations and biases by BMI and skin color tone

Similar correlations and biases were found with different BMIs and skin color tones

Original publication

Assessing Cardiac Flow Measurements Using a Noninvasive Photoplethysmography-Based Device Compared to Invasive Pulmonary Artery Catheter. JACC Adv. Published 22 August 2025. doi:10.1016/j.jacadv.2025.102093

Composed by AI from the published abstract and checked against it. How Briefs are made →

Get them every week

New studies on this topic in My Week and in your Monday e-mail.

We e-mail you a sign-in link and a code. No password, no spam.