Use systems pharmacology modeling to elucidate the operating characteristics of SGLT1 and SGLT2 in renal glucose reabsorption in humans
In the kidney, glucose in glomerular filtrate is reabsorbed primarily by sodium-glucose cotransporters 1 (SGLT1) and 2 (SGLT2) along the proximal tubules. SGLT2 has been characterized as a high capacity, low affinity pathway responsible for reabsorption of the majority of filtered glucose in the ear...
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doaj-ff1dde94603a448095ae2a2292aa78662020-11-24T22:56:07ZengFrontiers Media S.A.Frontiers in Pharmacology1663-98122014-12-01510.3389/fphar.2014.00274110354Use systems pharmacology modeling to elucidate the operating characteristics of SGLT1 and SGLT2 in renal glucose reabsorption in humansYasong eLu0Steven C Griffen1David W Boulton2Tarek A Leil3Bristol-Myers SquibbBristol-Myers SquibbBristol-Myers SquibbBristol-Myers SquibbIn the kidney, glucose in glomerular filtrate is reabsorbed primarily by sodium-glucose cotransporters 1 (SGLT1) and 2 (SGLT2) along the proximal tubules. SGLT2 has been characterized as a high capacity, low affinity pathway responsible for reabsorption of the majority of filtered glucose in the early part of proximal tubules, and SGLT1 reabsorbs the residual glucose in the distal part. Inhibition of SGLT2 is a viable mechanism for removing glucose from the body and improving glycemic control in patients with diabetes. Despite demonstrating high levels (in excess of 80%) of inhibition of glucose transport by SGLT2 in vitro, potent SGLT2 inhibitors, e.g., dapagliflozin and canagliflozin, inhibit renal glucose reabsorption by only 30-50% in clinical studies. Hypotheses for this apparent paradox are mostly focused on the compensatory effect of SGLT1. The paradox has been explained and the role of SGLT1 demonstrated in the mouse, but direct data in humans are lacking. To further explore the roles of SGLT1/2 in renal glucose reabsorption in humans, we developed a systems pharmacology model with emphasis on SGLT1/2 mediated glucose reabsorption and the effects of SGLT2 inhibition. The model was calibrated using robust clinical data in the absence or presence of dapagliflozin (DeFronzo et al. data (2013)), and evaluated against clinical data from the literature (Mogensen, 1971;Wolf et al., 2009;Polidori et al., 2013). The model adequately described all four data sets. Simulations using the model clarified the operating characteristics of SGLT1/2 in humans in the healthy and diabetic state with or without SGLT2 inhibition. The modeling and simulations support our proposition that the apparent moderate, 30-50% inhibition of renal glucose reabsorption observed with potent SGLT2 inhibitors is a combined result of two physiological determinants: SGLT1 compensation and residual SGLT2 activity. This model will enable in silico inferences and predictions related to SGLT1/2 modulathttp://journal.frontiersin.org/Journal/10.3389/fphar.2014.00274/fullDiabetes Mellitusdapagliflozinsystems pharmacology modelSGLTrenal glucose reabsorptionglucosuria |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yasong eLu Steven C Griffen David W Boulton Tarek A Leil |
spellingShingle |
Yasong eLu Steven C Griffen David W Boulton Tarek A Leil Use systems pharmacology modeling to elucidate the operating characteristics of SGLT1 and SGLT2 in renal glucose reabsorption in humans Frontiers in Pharmacology Diabetes Mellitus dapagliflozin systems pharmacology model SGLT renal glucose reabsorption glucosuria |
author_facet |
Yasong eLu Steven C Griffen David W Boulton Tarek A Leil |
author_sort |
Yasong eLu |
title |
Use systems pharmacology modeling to elucidate the operating characteristics of SGLT1 and SGLT2 in renal glucose reabsorption in humans |
title_short |
Use systems pharmacology modeling to elucidate the operating characteristics of SGLT1 and SGLT2 in renal glucose reabsorption in humans |
title_full |
Use systems pharmacology modeling to elucidate the operating characteristics of SGLT1 and SGLT2 in renal glucose reabsorption in humans |
title_fullStr |
Use systems pharmacology modeling to elucidate the operating characteristics of SGLT1 and SGLT2 in renal glucose reabsorption in humans |
title_full_unstemmed |
Use systems pharmacology modeling to elucidate the operating characteristics of SGLT1 and SGLT2 in renal glucose reabsorption in humans |
title_sort |
use systems pharmacology modeling to elucidate the operating characteristics of sglt1 and sglt2 in renal glucose reabsorption in humans |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Pharmacology |
issn |
1663-9812 |
publishDate |
2014-12-01 |
description |
In the kidney, glucose in glomerular filtrate is reabsorbed primarily by sodium-glucose cotransporters 1 (SGLT1) and 2 (SGLT2) along the proximal tubules. SGLT2 has been characterized as a high capacity, low affinity pathway responsible for reabsorption of the majority of filtered glucose in the early part of proximal tubules, and SGLT1 reabsorbs the residual glucose in the distal part. Inhibition of SGLT2 is a viable mechanism for removing glucose from the body and improving glycemic control in patients with diabetes. Despite demonstrating high levels (in excess of 80%) of inhibition of glucose transport by SGLT2 in vitro, potent SGLT2 inhibitors, e.g., dapagliflozin and canagliflozin, inhibit renal glucose reabsorption by only 30-50% in clinical studies. Hypotheses for this apparent paradox are mostly focused on the compensatory effect of SGLT1. The paradox has been explained and the role of SGLT1 demonstrated in the mouse, but direct data in humans are lacking. To further explore the roles of SGLT1/2 in renal glucose reabsorption in humans, we developed a systems pharmacology model with emphasis on SGLT1/2 mediated glucose reabsorption and the effects of SGLT2 inhibition. The model was calibrated using robust clinical data in the absence or presence of dapagliflozin (DeFronzo et al. data (2013)), and evaluated against clinical data from the literature (Mogensen, 1971;Wolf et al., 2009;Polidori et al., 2013). The model adequately described all four data sets. Simulations using the model clarified the operating characteristics of SGLT1/2 in humans in the healthy and diabetic state with or without SGLT2 inhibition. The modeling and simulations support our proposition that the apparent moderate, 30-50% inhibition of renal glucose reabsorption observed with potent SGLT2 inhibitors is a combined result of two physiological determinants: SGLT1 compensation and residual SGLT2 activity. This model will enable in silico inferences and predictions related to SGLT1/2 modulat |
topic |
Diabetes Mellitus dapagliflozin systems pharmacology model SGLT renal glucose reabsorption glucosuria |
url |
http://journal.frontiersin.org/Journal/10.3389/fphar.2014.00274/full |
work_keys_str_mv |
AT yasongelu usesystemspharmacologymodelingtoelucidatetheoperatingcharacteristicsofsglt1andsglt2inrenalglucosereabsorptioninhumans AT stevencgriffen usesystemspharmacologymodelingtoelucidatetheoperatingcharacteristicsofsglt1andsglt2inrenalglucosereabsorptioninhumans AT davidwboulton usesystemspharmacologymodelingtoelucidatetheoperatingcharacteristicsofsglt1andsglt2inrenalglucosereabsorptioninhumans AT tarekaleil usesystemspharmacologymodelingtoelucidatetheoperatingcharacteristicsofsglt1andsglt2inrenalglucosereabsorptioninhumans |
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