Literature DB >> 30571226

Testing Computer Models Predicting Human Responses to a High-Salt Diet.

Theodore W Kurtz1, Stephen E DiCarlo2, Michal Pravenec3, Filip Ježek4,5, Jan Šilar5, Jiří Kofránek5, R Curtis Morris6.   

Abstract

Recently, mathematical models of human integrative physiology, derived from Guyton's classic 1972 model of the circulation, have been used to investigate potential mechanistic abnormalities mediating salt sensitivity and salt-induced hypertension. We performed validation testing of 2 of the most evolved derivatives of Guyton's 1972 model, Quantitative Cardiovascular Physiology-2005 and HumMod-3.0.4, to determine whether the models accurately predict sodium balance and hemodynamic responses of normal subjects to increases in salt intake within the real-life range of salt intake in humans. Neither model, nor the 1972 Guyton model, accurately predicts the usual changes in sodium balance, cardiac output, and systemic vascular resistance that normally occur in response to clinically realistic increases in salt intake. Furthermore, although both contemporary models are extensions of the 1972 Guyton model, testing revealed major inconsistencies between model predictions with respect to sodium balance and hemodynamic responses of normal subjects to short-term and long-term salt loading. These results demonstrate significant limitations with the hypotheses inherent in the Guyton models regarding the usual regulation of sodium balance, cardiac output, and vascular resistance in response to increased salt intake in normal salt-resistant humans. Accurate understanding of the normal responses to salt loading is a prerequisite for accurately establishing abnormal responses to salt loading. Accordingly, the present results raise concerns about the interpretation of studies of salt sensitivity with the various Guyton models. These findings indicate a need for continuing development of alternative models that incorporate mechanistic concepts of blood pressure regulation fundamentally different from those in the 1972 Guyton model and its contemporary derivatives.

Entities:  

Keywords:  blood pressure; cardiac output; hypertension; sodium chloride; vascular resistance

Mesh:

Substances:

Year:  2018        PMID: 30571226      PMCID: PMC6309797          DOI: 10.1161/HYPERTENSIONAHA.118.11552

Source DB:  PubMed          Journal:  Hypertension        ISSN: 0194-911X            Impact factor:   10.190


  52 in total

1.  Restoration of Guyton´s diagram for regulation of the circulation as a basis for quantitative physiological model development.

Authors:  J Kofránek; J Rusz
Journal:  Physiol Res       Date:  2010-06-09       Impact factor: 1.881

2.  The pioneering use of systems analysis to study cardiac output regulation.

Authors:  John E Hall
Journal:  Am J Physiol Regul Integr Comp Physiol       Date:  2004-11       Impact factor: 3.619

3.  Computer models for designing hypertension experiments and studying concepts.

Authors:  A C Guyton; J P Montani; J E Hall; R D Manning
Journal:  Am J Med Sci       Date:  1988-04       Impact factor: 2.378

4.  Understanding the contribution of Guyton's large circulatory model to long-term control of arterial pressure.

Authors:  Jean-Pierre Montani; Bruce N Van Vliet
Journal:  Exp Physiol       Date:  2009-04       Impact factor: 2.969

5.  Tautology vs. physiology in the etiology of hypertension.

Authors:  Daniel A Beard
Journal:  Physiology (Bethesda)       Date:  2013-09

6.  Renal Dysfunction, Rather Than Nonrenal Vascular Dysfunction, Mediates Salt-Induced Hypertension.

Authors:  John E Hall
Journal:  Circulation       Date:  2016-03-01       Impact factor: 29.690

7.  Simulating a virtual population's sensitivity to salt and uninephrectomy.

Authors:  John S Clemmer; Robert L Hester; W Andrew Pruett
Journal:  Interface Focus       Date:  2017-12-15       Impact factor: 3.906

Review 8.  Role of Vasopressin in Rat Models of Salt-Dependent Hypertension.

Authors:  Masha Prager-Khoutorsky; Katrina Y Choe; David I Levi; Charles W Bourque
Journal:  Curr Hypertens Rep       Date:  2017-05       Impact factor: 5.369

Review 9.  An Appraisal of Methods Recently Recommended for Testing Salt Sensitivity of Blood Pressure.

Authors:  Theodore W Kurtz; Stephen E DiCarlo; Michal Pravenec; R Curtis Morris
Journal:  J Am Heart Assoc       Date:  2017-04-01       Impact factor: 5.501

Review 10.  Novel Paradigms of Salt and Hypertension.

Authors:  Wenguang Feng; Louis J Dell'Italia; Paul W Sanders
Journal:  J Am Soc Nephrol       Date:  2017-02-20       Impact factor: 10.121

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  10 in total

1.  Assessing the Validity and Utility of the Guyton Model of Arterial Blood Pressure Control.

Authors:  Daniel A Beard
Journal:  Hypertension       Date:  2018-12       Impact factor: 10.190

2.  Mechanism-based strategies to prevent salt sensitivity and salt-induced hypertension.

Authors:  Theodore W Kurtz; Michal Pravenec; Stephen E DiCarlo
Journal:  Clin Sci (Lond)       Date:  2022-04-29       Impact factor: 6.876

Review 3.  No evidence of racial disparities in blood pressure salt sensitivity when potassium intake exceeds levels recommended in the US dietary guidelines.

Authors:  Theodore W Kurtz; Stephen E DiCarlo; Michal Pravenec; R Curtis Morris
Journal:  Am J Physiol Heart Circ Physiol       Date:  2021-04-02       Impact factor: 4.733

Review 4.  The impact of excessive salt intake on human health.

Authors:  Robert W Hunter; Neeraj Dhaun; Matthew A Bailey
Journal:  Nat Rev Nephrol       Date:  2022-01-20       Impact factor: 28.314

Review 5.  Differential influences of dietary sodium on blood pressure regulation based on race and sex.

Authors:  Austin T Robinson; Megan M Wenner; Nisha Charkoudian
Journal:  Auton Neurosci       Date:  2021-09-04       Impact factor: 2.355

6.  Effect of high-salt diet on blood pressure and body fluid composition in patients with type 1 diabetes: randomized controlled intervention trial.

Authors:  Eliane F E Wenstedt; Nienke M G Rorije; Rik H G Olde Engberink; Kim M van der Molen; Youssef Chahid; A H Jan Danser; Bert-Jan H van den Born; Liffert Vogt
Journal:  BMJ Open Diabetes Res Care       Date:  2020-05

7.  Development of In-Browser Simulators for Medical Education: Introduction of a Novel Software Toolchain.

Authors:  Jiri Kofranek; Jan Šilar; David Polák; Arnošt Mládek; Filip Ježek; Theodore W Kurtz; Stephen E DiCarlo; Jan Živný
Journal:  J Med Internet Res       Date:  2019-07-03       Impact factor: 5.428

8.  Plasma sodium, extracellular fluid volume, and blood pressure in healthy men.

Authors:  Jacqueline J J O N van den Bosch; Niek R Hessels; Folkert W Visser; Jan A Krikken; Stephan J L Bakker; Ineke J Riphagen; Gerjan J Navis
Journal:  Physiol Rep       Date:  2021-12

9.  Will Food and Drug Administration Guidance to Reduce the Salt Content of Processed Foods Reduce Salt Intake and Save Lives?

Authors:  Theodore W Kurtz; Michal Pravenec; Stephen E DiCarlo
Journal:  Hypertension       Date:  2022-03-09       Impact factor: 10.190

Review 10.  Seven Mathematical Models of Hemorrhagic Shock.

Authors:  Luciano Curcio; Laura D'Orsi; Andrea De Gaetano
Journal:  Comput Math Methods Med       Date:  2021-06-03       Impact factor: 2.238

  10 in total

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