title: Estimation of Pulse Transit Time as a Function of Blood Pressure Using a Nonlinear Arterial Tube-Load Model.
abstract: pulse transit time (PTT) varies with blood pressure (BP) throughout the cardiac cycle, yet, because of wave reflection, only one PTT value at the diastolic BP level is conventionally estimated from proximal and distal BP waveforms. The objective was to establish a technique to estimate multiple PTT values at different BP levels in the cardiac cycle.
  
  
  
  a technique was developed for estimating PTT as a function of BP (to indicate the PTT value for every BP level) from proximal and distal BP waveforms. First, a mathematical transformation from one waveform to the other is defined in terms of the parameters of a nonlinear arterial tube-load model accounting for BP-dependent arterial compliance and wave reflection. Then, the parameters are estimated by optimally fitting the waveforms to each other via the model-based transformation. Finally, PTT as a function of BP is specified by the parameters. The technique was assessed in animals and patients in several ways including the ability of its estimated PTT-BP function to serve as a subject-specific curve for calibrating PTT to BP.
  
  
  
  the calibration curve derived by the technique during a baseline period yielded bias and precision errors in mean BP of 5.1 ± 0.9 and 6.6 ± 1.0 mmHg, respectively, during hemodynamic interventions that varied mean BP widely.
  
  
  
  the new technique may permit, for the first time, estimation of PTT values throughout the cardiac cycle from proximal and distal waveforms.
  
  
  
  the technique could potentially be applied to improve arterial stiffness monitoring and help realize cuff-less BP monitoring.
authors.forename: Mingwu
authors.initials: M
authors.lastname: Gao
authors.forename: Hao-Min
authors.initials: HM
authors.lastname: Cheng
authors.forename: Shih-Hsien
authors.initials: SH
authors.lastname: Sung
authors.forename: Chen-Huan
authors.initials: CH
authors.lastname: Chen
authors.forename: Nicholas Bari
authors.initials: NB
authors.lastname: Olivier
authors.forename: Ramakrishna
authors.initials: R
authors.lastname: Mukkamala
mesh_terms: D000465:Algorithms; D000818:Animals; D062186:Arterial Pressure / Q000502:physiology*; D001158:Arteries / Q000502:physiology*; D001795:Blood Pressure Determination / Q000379:methods*; D003198:Computer Simulation; D003936:Diagnosis, Computer-Assisted; D004285:Dogs; D006801:Humans; D008955:Models, Cardiovascular; D017711:Nonlinear Dynamics; D011673:Pulsatile Flow / Q000502:physiology*; D063177:Pulse Wave Analysis / Q000379:methods*; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity; D014655:Vascular Resistance / Q000502:physiology; D059289:Vascular Stiffness / Q000502:physiology