Using rheological modeling and mechanical property analysis to interrogate, characterize, and develop metrics for human blood

被引:1
作者
Armstrong, Matthew [1 ]
Amaru, Anthony [1 ]
Zlotnick, Arielle [1 ]
Pincot, Andre [1 ]
Brown, Thomas [1 ]
Milner, Erin [1 ]
机构
[1] US Mil Acad, Dept Chem & Life Sci, Chem Engn Program, West Point, NY 10996 USA
基金
美国国家科学基金会;
关键词
Unidirectional large amplitude oscillatory shear; Rouleaux; Viscosity; Stress rate; TRANSIENT SHEAR; VISCOSITY; THIXOTROPY; STEADY; VISCOELASTICITY; TRANSITION; FIBRINOGEN; DYNAMICS; DISEASE; PLASMA;
D O I
10.1016/j.rineng.2022.100591
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Recent advances in thixo-elasto-visco-plastic (TEVP) rheological modeling are combined with the Series of Physical Processes (SPP) transient elastic and viscous property analysis framework to allow for a more complete understanding, and mechanical visualization of normal, healthy human blood. To this end, the enhanced thixotropic mHAWB (ethixo-mHAWB) TEVP model in conjunction with SPP was incorporated to describe the average rheological and mechanical properties of human blood. The aggregated rheological, "best-fit " model parameter values, and aggregated mechanical contour maps were then compared to the following pathologies: high cholesterol, high hematocrit; and with blood that remained ex vivo for 24 h. This is accomplished with twenty-one sets of steady state of which, 16 sets, that also have transient human blood rheological data from the ARES G2, strain-controlled rheometer. Blood collected from healthy individuals not reporting abnormalities is characterized, parametrically with calculation of the 95% confidence interval using the TEVP model parameters. A goal of this analysis is to determine the relationship between different rheological and physiological parameters and then correlate the rheological parameters and signatures. This is done with articulation of mechanical properties via metrics of the SPP framework using a contour map construction with normal human blood (from a mechanical and physiological perspective) as a basis for comparison.
引用
收藏
页数:18
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共 67 条
  • [1] Modeling of human blood rheology in transient shear flows
    Apostolidis, Alex J.
    Armstrong, Matthew J.
    Beris, Antony N.
    [J]. JOURNAL OF RHEOLOGY, 2015, 59 (01) : 275 - 298
  • [2] Armstrong Matthew J., 2015, Investigating and modeling the thixotropic behavior, microstructure and rheology of complex material
  • [3] Armstrong M.J., 2021, AIP ADV, P11
  • [4] Armstrong M.J., 2021, J NON-NEWTON FLUID, P290
  • [5] Armstrong M.J., 2020, PHYS FLUIDS, P32
  • [6] Probing microstructural differences that manifest in human blood after taking aspirin using thixo-elasto-visco-plastic modeling and series of physical processes
    Armstrong, Matthew
    Milner, Erin
    Bailey, Dorian
    Pincot, Andre
    Brown, Thomas
    Nguyen, Lam
    O'Donovan, Kevin
    Chi Nguyen
    Corrigan, Trevor
    [J]. AIP ADVANCES, 2021, 11 (11)
  • [7] Visualizing and exploring nonlinear behavior, timescales, and mechanical signatures of human blood
    Armstrong, Matthew
    Milner, Erin
    Nguyen, Chi
    Corrigan, Trevor
    Lee, Yu-Fan
    [J]. BIORHEOLOGY, 2021, 58 (1-2) : 1 - 26
  • [8] A small-scale study of nonlinear blood rheology shows rapid transient transitions
    Armstrong, Matthew
    Helton, Tyler
    Donley, Gavin
    Rogers, Simon
    Horner, Jeffrey
    [J]. RHEOLOGICA ACTA, 2020, 59 (10) : 687 - 705
  • [9] Evaluating rheological models for human blood using steady state, transient, and oscillatory shear predictions
    Armstrong, Matthew
    Horner, Jeffrey
    Clark, Michael
    Deegan, Michael
    Hill, Timothy
    Keith, Charles
    Mooradian, Lynne
    [J]. RHEOLOGICA ACTA, 2018, 57 (11) : 705 - 728
  • [10] An adaptive parallel tempering method for the dynamic data-driven parameter estimation of nonlinear models
    Armstrong, Matthew J.
    Beris, Antony N.
    Wagner, Norman J.
    [J]. AICHE JOURNAL, 2017, 63 (06) : 1937 - 1958