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Mathematical model of hemodynamic mechanisms and consequences of glomerular hypertension in diabetic mice

Many preclinically promising therapies for diabetic kidney disease fail to provide efficacy in humans, reflecting limited quantitative translational understanding between rodent models and human disease. To quantitatively bridge interspecies differences, we adapted a mathematical model of renal func...

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Autores principales: Mahato, Hari Shankar, Ahlstrom, Christine, Jansson-Löfmark, Rasmus, Johansson, Ulrika, Helmlinger, Gabriel, Hallow, K. Melissa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6288095/
https://www.ncbi.nlm.nih.gov/pubmed/30564457
http://dx.doi.org/10.1038/s41540-018-0077-9
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author Mahato, Hari Shankar
Ahlstrom, Christine
Jansson-Löfmark, Rasmus
Johansson, Ulrika
Helmlinger, Gabriel
Hallow, K. Melissa
author_facet Mahato, Hari Shankar
Ahlstrom, Christine
Jansson-Löfmark, Rasmus
Johansson, Ulrika
Helmlinger, Gabriel
Hallow, K. Melissa
author_sort Mahato, Hari Shankar
collection PubMed
description Many preclinically promising therapies for diabetic kidney disease fail to provide efficacy in humans, reflecting limited quantitative translational understanding between rodent models and human disease. To quantitatively bridge interspecies differences, we adapted a mathematical model of renal function from human to mice, and incorporated adaptive and pathological mechanisms of diabetes and nephrectomy to describe experimentally observed changes in glomerular filtration rate (GFR) and proteinuria in db/db and db/db UNX (uninephrectomy) mouse models. Changing a small number of parameters, the model reproduced interspecies differences in renal function. Accounting for glucose and Na(+) reabsorption through sodium glucose cotransporter 2 (SGLT2), increasing blood glucose and Na(+) intake from normal to db/db levels mathematically reproduced glomerular hyperfiltration observed experimentally in db/db mice. This resulted from increased proximal tubule sodium reabsorption, which elevated glomerular capillary hydrostatic pressure (P(gc)) in order to restore sodium balance through increased GFR. Incorporating adaptive and injurious effects of elevated P(gc), we showed that preglomerular arteriole hypertrophy allowed more direct transmission of pressure to the glomerulus with a smaller mean arterial pressure rise; Glomerular hypertrophy allowed a higher GFR for a given P(gc); and P(gc)-driven glomerulosclerosis and nephron loss reduced GFR over time, while further increasing P(gc) and causing moderate proteinuria, in agreement with experimental data. UNX imposed on diabetes increased P(gc) further, causing faster GFR decline and extensive proteinuria, also in agreement with experimental data. The model provides a mechanistic explanation for hyperfiltration and proteinuria progression that will facilitate translation of efficacy for novel therapies from mouse models to human.
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spelling pubmed-62880952018-12-18 Mathematical model of hemodynamic mechanisms and consequences of glomerular hypertension in diabetic mice Mahato, Hari Shankar Ahlstrom, Christine Jansson-Löfmark, Rasmus Johansson, Ulrika Helmlinger, Gabriel Hallow, K. Melissa NPJ Syst Biol Appl Article Many preclinically promising therapies for diabetic kidney disease fail to provide efficacy in humans, reflecting limited quantitative translational understanding between rodent models and human disease. To quantitatively bridge interspecies differences, we adapted a mathematical model of renal function from human to mice, and incorporated adaptive and pathological mechanisms of diabetes and nephrectomy to describe experimentally observed changes in glomerular filtration rate (GFR) and proteinuria in db/db and db/db UNX (uninephrectomy) mouse models. Changing a small number of parameters, the model reproduced interspecies differences in renal function. Accounting for glucose and Na(+) reabsorption through sodium glucose cotransporter 2 (SGLT2), increasing blood glucose and Na(+) intake from normal to db/db levels mathematically reproduced glomerular hyperfiltration observed experimentally in db/db mice. This resulted from increased proximal tubule sodium reabsorption, which elevated glomerular capillary hydrostatic pressure (P(gc)) in order to restore sodium balance through increased GFR. Incorporating adaptive and injurious effects of elevated P(gc), we showed that preglomerular arteriole hypertrophy allowed more direct transmission of pressure to the glomerulus with a smaller mean arterial pressure rise; Glomerular hypertrophy allowed a higher GFR for a given P(gc); and P(gc)-driven glomerulosclerosis and nephron loss reduced GFR over time, while further increasing P(gc) and causing moderate proteinuria, in agreement with experimental data. UNX imposed on diabetes increased P(gc) further, causing faster GFR decline and extensive proteinuria, also in agreement with experimental data. The model provides a mechanistic explanation for hyperfiltration and proteinuria progression that will facilitate translation of efficacy for novel therapies from mouse models to human. Nature Publishing Group UK 2018-12-10 /pmc/articles/PMC6288095/ /pubmed/30564457 http://dx.doi.org/10.1038/s41540-018-0077-9 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Mahato, Hari Shankar
Ahlstrom, Christine
Jansson-Löfmark, Rasmus
Johansson, Ulrika
Helmlinger, Gabriel
Hallow, K. Melissa
Mathematical model of hemodynamic mechanisms and consequences of glomerular hypertension in diabetic mice
title Mathematical model of hemodynamic mechanisms and consequences of glomerular hypertension in diabetic mice
title_full Mathematical model of hemodynamic mechanisms and consequences of glomerular hypertension in diabetic mice
title_fullStr Mathematical model of hemodynamic mechanisms and consequences of glomerular hypertension in diabetic mice
title_full_unstemmed Mathematical model of hemodynamic mechanisms and consequences of glomerular hypertension in diabetic mice
title_short Mathematical model of hemodynamic mechanisms and consequences of glomerular hypertension in diabetic mice
title_sort mathematical model of hemodynamic mechanisms and consequences of glomerular hypertension in diabetic mice
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6288095/
https://www.ncbi.nlm.nih.gov/pubmed/30564457
http://dx.doi.org/10.1038/s41540-018-0077-9
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