Literature DB >> 30019930

Evaluation of renal and cardiovascular protection mechanisms of SGLT2 inhibitors: model-based analysis of clinical data.

K Melissa Hallow1,2, Peter J Greasley3, Gabriel Helmlinger4, Lulu Chu4, Hiddo J Heerspink5, David W Boulton6.   

Abstract

The mechanisms of cardiovascular and renal protection observed in clinical trials of sodium-glucose cotransporter 2 (SGLT2) inhibitors (SGLT2i) are incompletely understood and likely multifactorial, including natriuretic, diuretic, and antihypertensive effects, glomerular pressure reduction, and lowering of plasma and interstitial fluid volume. To quantitatively evaluate the contribution of proposed SGLT2i mechanisms of action on changes in renal hemodynamics and volume status, we coupled a mathematical model of renal function and volume homeostasis with clinical data in healthy subjects administered 10 mg of dapagliflozin once daily. The minimum set of mechanisms necessary to reproduce observed clinical responses (urinary sodium and water excretion, serum creatinine and sodium) was determined, and important unobserved physiological variables (glomerular pressure, blood and interstitial fluid volume) were then simulated. We further simulated the response to SGLT2i in diabetic virtual patients with and without renal impairment. Multiple mechanisms were required to explain the observed response: 1) direct inhibition of sodium and glucose reabsorption through SGLT2, 2) SGLT2-driven inhibition of Na+/H+ exchanger 3 sodium reabsorption, and 3) osmotic diuresis coupled with peripheral sodium storage. The model also showed that the consequences of these mechanisms include lowering of glomerular pressure, reduction of blood and interstitial fluid volume, and mild blood pressure reduction, in agreement with clinical observations. The simulations suggest that these effects are more significant in diabetic patients than healthy subjects and that while glucose excretion may diminish with renal impairment, improvements in glomerular pressure and blood volume are not diminished at lower glomerular filtration rate, suggesting that cardiorenal benefits of SGLT2i may be sustained in renally impaired patients.

Entities:  

Keywords:  SGLT2 inhibition; chronic kidney disease; computational modeling; heart failure; renal function

Mesh:

Substances:

Year:  2018        PMID: 30019930      PMCID: PMC6293294          DOI: 10.1152/ajprenal.00202.2018

Source DB:  PubMed          Journal:  Am J Physiol Renal Physiol        ISSN: 1522-1466


  43 in total

1.  Primary proximal tubule hyperreabsorption and impaired tubular transport counterregulation determine glomerular hyperfiltration in diabetes: a modeling analysis.

Authors:  K Melissa Hallow; Yeshitila Gebremichael; Gabriel Helmlinger; Volker Vallon
Journal:  Am J Physiol Renal Physiol       Date:  2017-02-01

Review 2.  Glomerular hyperfiltration: definitions, mechanisms and clinical implications.

Authors:  Imed Helal; Godela M Fick-Brosnahan; Berenice Reed-Gitomer; Robert W Schrier
Journal:  Nat Rev Nephrol       Date:  2012-02-21       Impact factor: 28.314

Review 3.  The interstitium conducts extrarenal storage of sodium and represents a third compartment essential for extracellular volume and blood pressure homeostasis.

Authors:  H Wiig; F C Luft; J M Titze
Journal:  Acta Physiol (Oxf)       Date:  2017-12-20       Impact factor: 6.311

4.  The normal increase in insulin after a meal may be required to prevent postprandial renal sodium and volume losses.

Authors:  Debra L Irsik; Bonnie L Blazer-Yost; Alexander Staruschenko; Michael W Brands
Journal:  Am J Physiol Regul Integr Comp Physiol       Date:  2017-03-22       Impact factor: 3.619

5.  Empagliflozin and Clinical Outcomes in Patients With Type 2 Diabetes Mellitus, Established Cardiovascular Disease, and Chronic Kidney Disease.

Authors:  Christoph Wanner; John M Lachin; Silvio E Inzucchi; David Fitchett; Michaela Mattheus; Jyothis George; Hans J Woerle; Uli C Broedl; Maximilian von Eynatten; Bernard Zinman
Journal:  Circulation       Date:  2017-09-13       Impact factor: 29.690

6.  SGLT-2-inhibition with dapagliflozin reduces tissue sodium content: a randomised controlled trial.

Authors:  M V Karg; A Bosch; D Kannenkeril; K Striepe; C Ott; M P Schneider; F Boemke-Zelch; P Linz; A M Nagel; J Titze; M Uder; R E Schmieder
Journal:  Cardiovasc Diabetol       Date:  2018-01-04       Impact factor: 9.951

7.  A Quantitative Systems Physiology Model of Renal Function and Blood Pressure Regulation: Application in Salt-Sensitive Hypertension.

Authors:  K M Hallow; Y Gebremichael
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2017-05-27

8.  Effects of canagliflozin, a sodium glucose co-transporter 2 inhibitor, on blood pressure and markers of arterial stiffness in patients with type 2 diabetes mellitus: a post hoc analysis.

Authors:  Michael Pfeifer; Raymond R Townsend; Michael J Davies; Ujjwala Vijapurkar; Jimmy Ren
Journal:  Cardiovasc Diabetol       Date:  2017-02-27       Impact factor: 9.951

9.  Characterization of renal glucose reabsorption in response to dapagliflozin in healthy subjects and subjects with type 2 diabetes.

Authors:  Ralph A DeFronzo; Marcus Hompesch; Sreeneeranj Kasichayanula; Xiaoni Liu; Ying Hong; Marc Pfister; Linda A Morrow; Bruce R Leslie; David W Boulton; Agatha Ching; Frank P LaCreta; Steven C Griffen
Journal:  Diabetes Care       Date:  2013-06-04       Impact factor: 19.112

10.  Dapagliflozin a glucose-regulating drug with diuretic properties in subjects with type 2 diabetes.

Authors:  H J Lambers Heerspink; D de Zeeuw; L Wie; B Leslie; J List
Journal:  Diabetes Obes Metab       Date:  2013-06-05       Impact factor: 6.577

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  15 in total

1.  Recent advances in sex differences in kidney function.

Authors:  Anita T Layton; Jennifer C Sullivan
Journal:  Am J Physiol Renal Physiol       Date:  2018-12-19

Review 2.  Effect of type 2 diabetes medications on fracture risk.

Authors:  Cristian Guja; Loreta Guja; Rucsandra Dănciulescu Miulescu
Journal:  Ann Transl Med       Date:  2019-10

3.  Sodium-Glucose Cotransporter-2 Inhibitors and Loop Diuretics for Heart Failure: Priming the Natriuretic and Metabolic Reserve of the Kidney.

Authors:  Justin L Grodin; W H Wilson Tang
Journal:  Circulation       Date:  2020-09-14       Impact factor: 29.690

Review 4.  Noncardiac comorbidity clustering in heart failure: an overlooked aspect with potential therapeutic door.

Authors:  Alberto Palazzuoli; Gaetano Ruocco; Edoardo Gronda
Journal:  Heart Fail Rev       Date:  2022-05       Impact factor: 4.214

Review 5.  Systems Modeling to Quantify Safety Risks in Early Drug Development: Using Bifurcation Analysis and Agent-Based Modeling as Examples.

Authors:  Carmen Pin; Teresa Collins; Megan Gibbs; Holly Kimko
Journal:  AAPS J       Date:  2021-05-20       Impact factor: 4.009

6.  Empagliflozin Inhibits Proximal Tubule NHE3 Activity, Preserves GFR, and Restores Euvolemia in Nondiabetic Rats with Induced Heart Failure.

Authors:  Flávio A Borges-Júnior; Danúbia Silva Dos Santos; Acaris Benetti; Juliano Z Polidoro; Aline C T Wisnivesky; Renato O Crajoinas; Ednei L Antônio; Leonardo Jensen; Bruno Caramelli; Gerhard Malnic; Paulo J Tucci; Adriana C C Girardi
Journal:  J Am Soc Nephrol       Date:  2021-04-12       Impact factor: 14.978

Review 7.  Quantitative Systems Pharmacology: An Exemplar Model-Building Workflow With Applications in Cardiovascular, Metabolic, and Oncology Drug Development.

Authors:  Gabriel Helmlinger; Victor Sokolov; Kirill Peskov; Karen M Hallow; Yuri Kosinsky; Veronika Voronova; Lulu Chu; Tatiana Yakovleva; Ivan Azarov; Daniel Kaschek; Artem Dolgun; Henning Schmidt; David W Boulton; Robert C Penland
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2019-06-11

Review 8.  Role of sodium-glucose cotransporter 2 inhibition to mitigate diabetic kidney disease risk in type 1 diabetes.

Authors:  Daniël H van Raalte; Petter Bjornstad
Journal:  Nephrol Dial Transplant       Date:  2020-01-01       Impact factor: 5.992

9.  Cardiorenal Systems Modeling: Left Ventricular Hypertrophy and Differential Effects of Antihypertensive Therapies on Hypertrophy Regression.

Authors:  K Melissa Hallow; Charles H Van Brackle; Sommer Anjum; Sergey Ermakov
Journal:  Front Physiol       Date:  2021-06-16       Impact factor: 4.566

10.  Cardiac and renal function interactions in heart failure with reduced ejection fraction: A mathematical modeling analysis.

Authors:  Hongtao Yu; Sanchita Basu; K Melissa Hallow
Journal:  PLoS Comput Biol       Date:  2020-08-17       Impact factor: 4.475

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