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A Quantitative Systems Pharmacology Kidney Model of Diabetes Associated Renal Hyperfiltration and the Effects of SGLT Inhibitors

The early stage of diabetes mellitus is characterized by increased glomerular filtration rate (GFR), known as hyperfiltration, which is believed to be one of the main causes leading to renal injury in diabetes. Sodium‐glucose cotransporter 2 inhibitors (SGLT2i) have been shown to be able to reverse...

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Autores principales: Balazki, Pavel, Schaller, Stephan, Eissing, Thomas, Lehr, Thorsten
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6310870/
https://www.ncbi.nlm.nih.gov/pubmed/30270578
http://dx.doi.org/10.1002/psp4.12359
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author Balazki, Pavel
Schaller, Stephan
Eissing, Thomas
Lehr, Thorsten
author_facet Balazki, Pavel
Schaller, Stephan
Eissing, Thomas
Lehr, Thorsten
author_sort Balazki, Pavel
collection PubMed
description The early stage of diabetes mellitus is characterized by increased glomerular filtration rate (GFR), known as hyperfiltration, which is believed to be one of the main causes leading to renal injury in diabetes. Sodium‐glucose cotransporter 2 inhibitors (SGLT2i) have been shown to be able to reverse hyperfiltration in some patients. We developed a mechanistic computational model of the kidney that explains the interplay of hyperglycemia and hyperfiltration and integrates the pharmacokinetics/pharmacodynamics (PK/PD) of the SGLT2i dapagliflozin. Based on simulation results, we propose kidney growth as the necessary process for hyperfiltration progression. Further, the model indicates that renal SGLT1i could significantly improve hyperfiltration when added to SGTL2i. Integrated into a physiologically based PK/PD (PBPK/PD) Diabetes Platform, the model presents a powerful tool for aiding drug development, prediction of hyperfiltration risk, and allows the assessment of the outcomes of individualized treatments with SGLT1‐inhibitors and SGLT2‐inhibitors and their co‐administration with insulin.
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spelling pubmed-63108702019-01-03 A Quantitative Systems Pharmacology Kidney Model of Diabetes Associated Renal Hyperfiltration and the Effects of SGLT Inhibitors Balazki, Pavel Schaller, Stephan Eissing, Thomas Lehr, Thorsten CPT Pharmacometrics Syst Pharmacol Research The early stage of diabetes mellitus is characterized by increased glomerular filtration rate (GFR), known as hyperfiltration, which is believed to be one of the main causes leading to renal injury in diabetes. Sodium‐glucose cotransporter 2 inhibitors (SGLT2i) have been shown to be able to reverse hyperfiltration in some patients. We developed a mechanistic computational model of the kidney that explains the interplay of hyperglycemia and hyperfiltration and integrates the pharmacokinetics/pharmacodynamics (PK/PD) of the SGLT2i dapagliflozin. Based on simulation results, we propose kidney growth as the necessary process for hyperfiltration progression. Further, the model indicates that renal SGLT1i could significantly improve hyperfiltration when added to SGTL2i. Integrated into a physiologically based PK/PD (PBPK/PD) Diabetes Platform, the model presents a powerful tool for aiding drug development, prediction of hyperfiltration risk, and allows the assessment of the outcomes of individualized treatments with SGLT1‐inhibitors and SGLT2‐inhibitors and their co‐administration with insulin. John Wiley and Sons Inc. 2018-10-22 2018-12 /pmc/articles/PMC6310870/ /pubmed/30270578 http://dx.doi.org/10.1002/psp4.12359 Text en © 2018 The Authors CPT: Pharmacometrics & Systems Pharmacology published by Wiley Periodicals, Inc. on behalf of the American Society for Clinical Pharmacology and Therapeutics. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Research
Balazki, Pavel
Schaller, Stephan
Eissing, Thomas
Lehr, Thorsten
A Quantitative Systems Pharmacology Kidney Model of Diabetes Associated Renal Hyperfiltration and the Effects of SGLT Inhibitors
title A Quantitative Systems Pharmacology Kidney Model of Diabetes Associated Renal Hyperfiltration and the Effects of SGLT Inhibitors
title_full A Quantitative Systems Pharmacology Kidney Model of Diabetes Associated Renal Hyperfiltration and the Effects of SGLT Inhibitors
title_fullStr A Quantitative Systems Pharmacology Kidney Model of Diabetes Associated Renal Hyperfiltration and the Effects of SGLT Inhibitors
title_full_unstemmed A Quantitative Systems Pharmacology Kidney Model of Diabetes Associated Renal Hyperfiltration and the Effects of SGLT Inhibitors
title_short A Quantitative Systems Pharmacology Kidney Model of Diabetes Associated Renal Hyperfiltration and the Effects of SGLT Inhibitors
title_sort quantitative systems pharmacology kidney model of diabetes associated renal hyperfiltration and the effects of sglt inhibitors
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6310870/
https://www.ncbi.nlm.nih.gov/pubmed/30270578
http://dx.doi.org/10.1002/psp4.12359
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