Patient-specific non-invasive estimation of the aortic blood pressure waveform by ultrasound and tonometry

被引:0
|
作者
Zhou, Shuran [1 ,2 ]
Xu, Kai [3 ]
Fang, Yi [3 ]
Alastruey, Jordi [4 ]
Vennin, Samuel [4 ]
Yang, Jun [5 ]
Wang, Junli [5 ]
Xu, Lisheng [1 ,6 ,7 ]
Wang, Xiaocheng [2 ]
Greenwald, Steve E. [8 ]
机构
[1] Northeastern Univ, Coll Med & Biol Informat Engn, Shenyang 110169, Peoples R China
[2] Air Force Med Univ, Aerosp Clin Med Ctr, Sch Aerosp Med, Xian 710032, Peoples R China
[3] Gen Hosp Northern Theater Command, Dept Cardiol, Shenyang 110840, Peoples R China
[4] St Thomas Hosp, Kings Coll London, Div Imaging Sci & Biomed Engn, London SE1 7EH, England
[5] China Med Univ, Hosp 1, Dept Cardiovasc Ultrasound, Shenyang 110122, Peoples R China
[6] Minist Educ, Engn Res Ctr Med Imaging & Intelligent Anal, Shenyang 110169, Peoples R China
[7] Neusoft Res Intelligent Healthcare Technol Co Ltd, Shenyang 110169, Peoples R China
[8] Queen Mary Univ London, Barts & London Sch Med & Dent, Blizard Inst, London E1 4NS, England
基金
中国国家自然科学基金;
关键词
Aortic blood pressure; Flow velocity; Diameter; Pulse wave velocity; Ultrasound; PULSE-WAVE; VELOCITY; VALIDATION; ARTERIES; SPEED; DERIVATION;
D O I
10.1016/j.cmpb.2024.108082
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Background and Objective: Aortic blood pressure (ABP) is a more effective prognostic indicator of cardiovascular disease than peripheral blood pressure. A highly accurate algorithm for non-invasively deriving the ABP wave, based on ultrasonic measurement of aortic flow combined with peripheral pulse wave measurements, has been proposed elsewhere. However, it has remained at the proof-of-concept stage because it requires a priori knowledge of the ABP waveform to calculate aortic pulse wave velocity (PWV). The objective of this study is to transform this proof-of-concept algorithm into a clinically feasible technique. Methods: We used the Bramwell-Hill equation to non-invasively calculate aortic PWV which was then used to reconstruct the ABP waveform from non-invasively determined aortic blood flow velocity, aortic diameter, and radial pressure. The two aortic variables were acquired by an ultrasound system from 90 subjects, followed by recordings of radial pressure using a SphygmoCor device. The ABPs estimated by the new algorithm were compared with reference values obtained by cardiac catheterization (invasive validation, 8 subjects aged 62.3 +/- 12.7 years) and a SphygmoCor device (non-invasive validation, 82 subjects aged 45.0 +/- 17.8 years). Results: In the invasive comparison, there was good agreement between the estimated and directly measured pressures: the mean error in systolic blood pressure (SBP) was 1.4 +/- 0.8 mmHg; diastolic blood pressure (DBP), 0.9 +/- 0.8 mmHg; mean blood pressure (MBP), 1.8 +/- 1.2 mmHg and pulse pressure (PP), 1.4 +/- 1.1 mmHg. In the non-invasive comparison, the estimated and directly measured pressures also agreed well: the errors being: SBP, 2.0 +/- 1.4 mmHg; DBP, 0.8 +/- 0.1 mmHg; MBP, 0.1 +/- 0.1 mmHg and PP, 2.3 +/- 1.6 mmHg. The significance of the differences in mean errors between calculated and reference values for SBP, DBP, MBP and PP were assessed by paired t -tests. The agreement between the reference methods and those obtained by applying the new approach was also expressed by correlation and Bland-Altman plots. Conclusion: The new method proposed here can accurately estimate ABP, allowing this important variable to be obtained non-invasively, using standard, well validated measurement techniques. It thus has the potential to relocate ABP estimation from a research environment to more routine use in the cardiac clinic. Short Abstract: A highly accurate algorithm for non-invasively deriving the ABP wave has been proposed elsewhere. However, it has remained at the proof-of-concept stage because it requires a priori knowledge of the ABP waveform to calculate aortic pulse wave velocity (PWV). This study aims to transform this proof-of-concept algorithm into a clinically feasible technique. We used the Bramwell-Hill equation to non-invasively calculate aortic PWV which was then used to reconstruct the ABP waveform. The ABPs estimated by the new algorithm were compared with reference values obtained by cardiac catheterization or a SphygmoCor device. The results showed that there was good agreement between the estimated and directly measured pressures. The new method proposed can accurately estimate ABP, allowing this important variable to be obtained non -invasively, using standard, well validated measurement techniques. It thus has the potential to relocate ABP estimation from a research environment to more routine use in the cardiac clinic.
引用
收藏
页数:13
相关论文
共 50 条
  • [41] Endothelial dysfunction in preeclampsia: A pilot study with non-invasive blood pressure waveform analysis
    Pian-Smith, MC
    Ecker, J
    Hsu, K
    Leffert, L
    ANESTHESIOLOGY, 2002, : U11 - U11
  • [42] Screening System for Cardiac Problems through Non-Invasive Identification of Blood Pressure Waveform
    Abreu, Paulo
    Carneiro, Fernando
    Restivo, Maria Teresa
    INFORMATION, 2020, 11 (03)
  • [43] Non-invasive Estimation of Blood Glucose
    Sidley, Matthew
    Venkataraman, Jayanti
    2013 IEEE APPLIED ELECTROMAGNETICS CONFERENCE (AEMC), 2013,
  • [44] Central blood pressure: Non-invasive methods and technology for its estimation
    Papaioannou, T. G.
    Moris, D.
    Protogerou, A.
    Stefanadis, C.
    ARCHIVES OF HELLENIC MEDICINE, 2011, 28 (03): : 351 - 364
  • [45] Nonlinear features of photoplethysmography signals for Non-invasive blood pressure estimation
    Shoeibi, Fatemeh
    Najafiaghdam, Esmaeil
    Ebrahimi, Afshin
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 85
  • [46] A review of machine learning methods for non-invasive blood pressure estimation
    Pal, Ravi
    Le, Joshua
    Rudas, Akos
    Chiang, Jeffrey N.
    Williams, Tiffany
    Alexander, Brenton
    Joosten, Alexandre
    Cannesson, Maxime
    JOURNAL OF CLINICAL MONITORING AND COMPUTING, 2025, 39 (01) : 95 - 106
  • [47] Non-invasive estimation of hyperthermia temperatures with ultrasound
    Arthur, RM
    Straube, WL
    Trobaugh, JW
    Moros, EG
    INTERNATIONAL JOURNAL OF HYPERTHERMIA, 2005, 21 (06) : 589 - 600
  • [48] Bile as a non-invasive source of cholangiocyte organoids for developing patient-specific disease models
    Roos, F. J. M.
    Verstegen, M. M.
    Poley, J. -W
    Metselaar, H. J.
    Tetteroo, G.
    Polak, W.
    Ijzermans, J. N. M.
    van der Laan, L. J. W.
    TRANSPLANTATION, 2019, 103 (08) : 5 - 5
  • [49] BILE AS A NON-INVASIVE SOURCE OF CHOLANGIOCYTE ORGANOIDS FOR DEVELOPING PATIENT-SPECIFIC DISEASE MODELS
    Roos, Floris
    Verstegen, Monique
    Poley, Jan-Werner
    Metselaar, Herold
    Tetteroo, Geert
    IJzermans, Jan
    van der Laan, Luc
    TRANSPLANT INTERNATIONAL, 2019, 32 : 183 - 183
  • [50] Non-invasive Intravascular Pressure Gradient Estimation using Synthetic Aperture Ultrasound
    Haslund, Lars Emil
    Kurukuladithya, Shamal Surain
    Ariyasinghe, Malmindi
    Stuart, Matthias Bo
    Traberg, Marie Sand
    Jensen, Jorgen Arendt
    INTERNATIONAL ULTRASONICS SYMPOSIUM (IEEE IUS 2021), 2021,