Beyond Bernoulli: Improving the Accuracy and Precision of Noninvasive Estimation of Peak Pressure Drops

Fabrizio Donati, Saul Myerson, Malenka M. Bissell, Nicolas P. Smith, Stefan Neubauer, Mark J. Monaghan, David A. Nordsletten, Pablo Lamata de la Orden*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

70 Citations (Scopus)
226 Downloads (Pure)


Background - Transvalvular peak pressure drops are routinely assessed noninvasively by echocardiography using the Bernoulli principle. However, the Bernoulli principle relies on several approximations that may not be appropriate, including that the majority of the pressure drop is because of the spatial acceleration of the blood flow, and the ejection jet is a single streamline (single peak velocity value). 

Methods and Results - We assessed the accuracy of the Bernoulli principle to estimate the peak pressure drop at the aortic valve using 3-dimensional cardiovascular magnetic resonance flow data in 32 subjects. Reference pressure drops were computed from the flow field, accounting for the principles of physics (ie, the Navier-Stokes equations). Analysis of the pressure components confirmed that the spatial acceleration of the blood jet through the valve is most significant (accounting for 99% of the total drop in stenotic subjects). However, the Bernoulli formulation demonstrated a consistent overestimation of the transvalvular pressure (average of 54%, range 5%-136%) resulting from the use of a single peak velocity value, which neglects the velocity distribution across the aortic valve plane. This assumption was a source of uncontrolled variability. 

Conclusions - The application of the Bernoulli formulation results in a clinically significant overestimation of peak pressure drops because of approximation of blood flow as a single streamline. A corrected formulation that accounts for the cross-sectional profile of the blood flow is proposed and adapted to both cardiovascular magnetic resonance and echocardiographic data.

Original languageEnglish
Article numbere005207
Number of pages9
JournalCirculation-Cardiovascular imaging
Issue number1
Early online date16 Jan 2017
Publication statusPublished - 17 Jan 2017


  • Bernoulli principle
  • biomarker
  • blood pressure
  • hemodynamics
  • stenosis
  • valve


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