Exposure-Response Analysis of the Sodium-Glucose Cotransporter-2 Inhibitors Dapagliflozin and Empagliflozin on Kidney Hemodynamics in Patients with Type 2 Diabetes
Sodium-glucose cotransporter-2 (SGLT2) inhibitors improve markers for renal and cardiovascular outcomes in patients with and without type 2 diabetes (T2D). To assess whether individual differences in plasma drug exposure can explain inter-individual response variation, we characterized the exposure-...
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creator | van der Hoek, Sjoukje Koomen, Jeroen V van Bommel, Erik J M Mosterd, Charlotte M Scholtes, Rosalie A Hesp, Anne C Stevens, Jasper van Raalte, Daniel H Heerspink, Hiddo J L |
description | Sodium-glucose cotransporter-2 (SGLT2) inhibitors improve markers for renal and cardiovascular outcomes in patients with and without type 2 diabetes (T2D). To assess whether individual differences in plasma drug exposure can explain inter-individual response variation, we characterized the exposure-response relationship for two SGLT2 inhibitors on several clinical and kidney hemodynamic variables. Data were obtained from two studies, RED and RECOLAR, assessing the effects of once-daily 10 mg dapagliflozin or empagliflozin, respectively, on kidney hemodynamics in patients with T2D. Individual plasma exposure was estimated using non-compartmental analyses and exposure-response relationships were assessed using linear mixed-effects models. In 23 patients participating in RED, the dapagliflozin geometric mean apparent area under the concentration-time curve during one dosing interval at steady state (AUC
) was 1153.1 µg/L*h (coefficient of variation (CV) 81.8%) and associated, per doubling, with decreases in body weight (0.29 kg,
< 0.001), systolic blood pressure (0.80 mmHg,
= 0.002), measured glomerular filtration rate (mGFR) (0.83 mL/min,
= 0.03), and filtration fraction (0.09%,
= 0.04). In 20 patients participating in RECOLOR, the empagliflozin geometric mean AUC
was 2035.7 nmol/L*h (CV 48.4%) and associated, per doubling, with decreases in body weight (0.13 kg,
= 0.002), systolic blood pressure (0.65 mmHg,
= 0.045), and mGFR (0.78 mL/min,
= 0.002). To conclude, dapagliflozin and empagliflozin plasma exposure was highly variable between patients and associated with inter-individual variation in response variables. |
doi_str_mv | 10.3390/jpm13050747 |
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) was 1153.1 µg/L*h (coefficient of variation (CV) 81.8%) and associated, per doubling, with decreases in body weight (0.29 kg,
< 0.001), systolic blood pressure (0.80 mmHg,
= 0.002), measured glomerular filtration rate (mGFR) (0.83 mL/min,
= 0.03), and filtration fraction (0.09%,
= 0.04). In 20 patients participating in RECOLOR, the empagliflozin geometric mean AUC
was 2035.7 nmol/L*h (CV 48.4%) and associated, per doubling, with decreases in body weight (0.13 kg,
= 0.002), systolic blood pressure (0.65 mmHg,
= 0.045), and mGFR (0.78 mL/min,
= 0.002). To conclude, dapagliflozin and empagliflozin plasma exposure was highly variable between patients and associated with inter-individual variation in response variables.</description><identifier>ISSN: 2075-4426</identifier><identifier>EISSN: 2075-4426</identifier><identifier>DOI: 10.3390/jpm13050747</identifier><identifier>PMID: 37240917</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Anti-inflammatory agents ; Blood pressure ; Body weight ; Chromatography ; Diabetes ; Diabetes mellitus (non-insulin dependent) ; Diuretics ; Drug dosages ; Glomerular filtration rate ; Glucose ; Hemodynamics ; Kidneys ; Pharmacokinetics ; Pharmacy ; Plasma ; Precision medicine ; Spectrum analysis ; Urine ; Variables ; Variation</subject><ispartof>Journal of personalized medicine, 2023-04, Vol.13 (5), p.747</ispartof><rights>2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2023 by the authors. 2023</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c368t-a0a7d0e072029108e9bf226f1fb3bdfc0f5a8dd0dee07e9a7a9272add5fdf103</cites><orcidid>0000-0002-3126-3730 ; 0000-0002-1309-5155 ; 0000-0003-1601-9008</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10220852/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10220852/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27903,27904,53769,53771</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37240917$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>van der Hoek, Sjoukje</creatorcontrib><creatorcontrib>Koomen, Jeroen V</creatorcontrib><creatorcontrib>van Bommel, Erik J M</creatorcontrib><creatorcontrib>Mosterd, Charlotte M</creatorcontrib><creatorcontrib>Scholtes, Rosalie A</creatorcontrib><creatorcontrib>Hesp, Anne C</creatorcontrib><creatorcontrib>Stevens, Jasper</creatorcontrib><creatorcontrib>van Raalte, Daniel H</creatorcontrib><creatorcontrib>Heerspink, Hiddo J L</creatorcontrib><title>Exposure-Response Analysis of the Sodium-Glucose Cotransporter-2 Inhibitors Dapagliflozin and Empagliflozin on Kidney Hemodynamics in Patients with Type 2 Diabetes</title><title>Journal of personalized medicine</title><addtitle>J Pers Med</addtitle><description>Sodium-glucose cotransporter-2 (SGLT2) inhibitors improve markers for renal and cardiovascular outcomes in patients with and without type 2 diabetes (T2D). To assess whether individual differences in plasma drug exposure can explain inter-individual response variation, we characterized the exposure-response relationship for two SGLT2 inhibitors on several clinical and kidney hemodynamic variables. Data were obtained from two studies, RED and RECOLAR, assessing the effects of once-daily 10 mg dapagliflozin or empagliflozin, respectively, on kidney hemodynamics in patients with T2D. Individual plasma exposure was estimated using non-compartmental analyses and exposure-response relationships were assessed using linear mixed-effects models. In 23 patients participating in RED, the dapagliflozin geometric mean apparent area under the concentration-time curve during one dosing interval at steady state (AUC
) was 1153.1 µg/L*h (coefficient of variation (CV) 81.8%) and associated, per doubling, with decreases in body weight (0.29 kg,
< 0.001), systolic blood pressure (0.80 mmHg,
= 0.002), measured glomerular filtration rate (mGFR) (0.83 mL/min,
= 0.03), and filtration fraction (0.09%,
= 0.04). In 20 patients participating in RECOLOR, the empagliflozin geometric mean AUC
was 2035.7 nmol/L*h (CV 48.4%) and associated, per doubling, with decreases in body weight (0.13 kg,
= 0.002), systolic blood pressure (0.65 mmHg,
= 0.045), and mGFR (0.78 mL/min,
= 0.002). To conclude, dapagliflozin and empagliflozin plasma exposure was highly variable between patients and associated with inter-individual variation in response variables.</description><subject>Anti-inflammatory agents</subject><subject>Blood pressure</subject><subject>Body weight</subject><subject>Chromatography</subject><subject>Diabetes</subject><subject>Diabetes mellitus (non-insulin dependent)</subject><subject>Diuretics</subject><subject>Drug dosages</subject><subject>Glomerular filtration rate</subject><subject>Glucose</subject><subject>Hemodynamics</subject><subject>Kidneys</subject><subject>Pharmacokinetics</subject><subject>Pharmacy</subject><subject>Plasma</subject><subject>Precision medicine</subject><subject>Spectrum analysis</subject><subject>Urine</subject><subject>Variables</subject><subject>Variation</subject><issn>2075-4426</issn><issn>2075-4426</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNpdkU9r3DAQxU1paEKSU-9F0EuhuB1L9to-lbDZ_KGBlnbvZmyNslpsyZXktO7XyRetlqRhE11GzPvxmJmXJG8z-CREDZ-345AJKKDMy1fJEYeySPOcL17v_Q-TU--3EF9VcL6AN8mhKHkOdVYeJferP6P1k6P0B_nRGk_szGA_e-2ZVSxsiP20Uk9DetlPnY3y0gaHJrIukEs5uzYb3epgnWfnOOJtr1Vv_2rD0Ei2GvY71rCvWhqa2RUNVs4GB915FpXvGDSZ4NlvHTZsPY_EODvX2FIgf5IcKOw9nT7W42R9sVovr9Kbb5fXy7ObtBOLKqQIWEogKDnwOoOK6lbFfVWmWtFK1YEqsJISJEWGaiyx5iVHKQslVQbiOPnyYDtO7UCyi_M47JvR6QHd3FjUzXPF6E1za--aDDjf3TY6fHh0cPbXRD40g_Yd9T0aspNveMUBeMykjuj7F-jWTi5efkdldV5UtRCR-vhAdc5670g9TZNBs8u_2cs_0u_2F3hi_6ct_gF03K-u</recordid><startdate>20230427</startdate><enddate>20230427</enddate><creator>van der Hoek, Sjoukje</creator><creator>Koomen, Jeroen V</creator><creator>van Bommel, Erik J M</creator><creator>Mosterd, Charlotte M</creator><creator>Scholtes, Rosalie A</creator><creator>Hesp, Anne C</creator><creator>Stevens, Jasper</creator><creator>van Raalte, Daniel H</creator><creator>Heerspink, Hiddo J L</creator><general>MDPI AG</general><general>MDPI</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FH</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-3126-3730</orcidid><orcidid>https://orcid.org/0000-0002-1309-5155</orcidid><orcidid>https://orcid.org/0000-0003-1601-9008</orcidid></search><sort><creationdate>20230427</creationdate><title>Exposure-Response Analysis of the Sodium-Glucose Cotransporter-2 Inhibitors Dapagliflozin and Empagliflozin on Kidney Hemodynamics in Patients with Type 2 Diabetes</title><author>van der Hoek, Sjoukje ; Koomen, Jeroen V ; van Bommel, Erik J M ; Mosterd, Charlotte M ; Scholtes, Rosalie A ; Hesp, Anne C ; Stevens, Jasper ; van Raalte, Daniel H ; Heerspink, Hiddo J L</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c368t-a0a7d0e072029108e9bf226f1fb3bdfc0f5a8dd0dee07e9a7a9272add5fdf103</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Anti-inflammatory agents</topic><topic>Blood pressure</topic><topic>Body weight</topic><topic>Chromatography</topic><topic>Diabetes</topic><topic>Diabetes mellitus (non-insulin dependent)</topic><topic>Diuretics</topic><topic>Drug dosages</topic><topic>Glomerular filtration rate</topic><topic>Glucose</topic><topic>Hemodynamics</topic><topic>Kidneys</topic><topic>Pharmacokinetics</topic><topic>Pharmacy</topic><topic>Plasma</topic><topic>Precision medicine</topic><topic>Spectrum analysis</topic><topic>Urine</topic><topic>Variables</topic><topic>Variation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>van der Hoek, Sjoukje</creatorcontrib><creatorcontrib>Koomen, Jeroen V</creatorcontrib><creatorcontrib>van Bommel, Erik J M</creatorcontrib><creatorcontrib>Mosterd, Charlotte M</creatorcontrib><creatorcontrib>Scholtes, Rosalie A</creatorcontrib><creatorcontrib>Hesp, Anne C</creatorcontrib><creatorcontrib>Stevens, Jasper</creatorcontrib><creatorcontrib>van Raalte, Daniel H</creatorcontrib><creatorcontrib>Heerspink, Hiddo J L</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Biological Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of personalized medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>van der Hoek, Sjoukje</au><au>Koomen, Jeroen V</au><au>van Bommel, Erik J M</au><au>Mosterd, Charlotte M</au><au>Scholtes, Rosalie A</au><au>Hesp, Anne C</au><au>Stevens, Jasper</au><au>van Raalte, Daniel H</au><au>Heerspink, Hiddo J L</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Exposure-Response Analysis of the Sodium-Glucose Cotransporter-2 Inhibitors Dapagliflozin and Empagliflozin on Kidney Hemodynamics in Patients with Type 2 Diabetes</atitle><jtitle>Journal of personalized medicine</jtitle><addtitle>J Pers Med</addtitle><date>2023-04-27</date><risdate>2023</risdate><volume>13</volume><issue>5</issue><spage>747</spage><pages>747-</pages><issn>2075-4426</issn><eissn>2075-4426</eissn><abstract>Sodium-glucose cotransporter-2 (SGLT2) inhibitors improve markers for renal and cardiovascular outcomes in patients with and without type 2 diabetes (T2D). To assess whether individual differences in plasma drug exposure can explain inter-individual response variation, we characterized the exposure-response relationship for two SGLT2 inhibitors on several clinical and kidney hemodynamic variables. Data were obtained from two studies, RED and RECOLAR, assessing the effects of once-daily 10 mg dapagliflozin or empagliflozin, respectively, on kidney hemodynamics in patients with T2D. Individual plasma exposure was estimated using non-compartmental analyses and exposure-response relationships were assessed using linear mixed-effects models. In 23 patients participating in RED, the dapagliflozin geometric mean apparent area under the concentration-time curve during one dosing interval at steady state (AUC
) was 1153.1 µg/L*h (coefficient of variation (CV) 81.8%) and associated, per doubling, with decreases in body weight (0.29 kg,
< 0.001), systolic blood pressure (0.80 mmHg,
= 0.002), measured glomerular filtration rate (mGFR) (0.83 mL/min,
= 0.03), and filtration fraction (0.09%,
= 0.04). In 20 patients participating in RECOLOR, the empagliflozin geometric mean AUC
was 2035.7 nmol/L*h (CV 48.4%) and associated, per doubling, with decreases in body weight (0.13 kg,
= 0.002), systolic blood pressure (0.65 mmHg,
= 0.045), and mGFR (0.78 mL/min,
= 0.002). To conclude, dapagliflozin and empagliflozin plasma exposure was highly variable between patients and associated with inter-individual variation in response variables.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>37240917</pmid><doi>10.3390/jpm13050747</doi><orcidid>https://orcid.org/0000-0002-3126-3730</orcidid><orcidid>https://orcid.org/0000-0002-1309-5155</orcidid><orcidid>https://orcid.org/0000-0003-1601-9008</orcidid><oa>free_for_read</oa></addata></record> |
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source | PubMed Central Open Access; MDPI - Multidisciplinary Digital Publishing Institute; EZB-FREE-00999 freely available EZB journals; PubMed Central |
subjects | Anti-inflammatory agents Blood pressure Body weight Chromatography Diabetes Diabetes mellitus (non-insulin dependent) Diuretics Drug dosages Glomerular filtration rate Glucose Hemodynamics Kidneys Pharmacokinetics Pharmacy Plasma Precision medicine Spectrum analysis Urine Variables Variation |
title | Exposure-Response Analysis of the Sodium-Glucose Cotransporter-2 Inhibitors Dapagliflozin and Empagliflozin on Kidney Hemodynamics in Patients with Type 2 Diabetes |
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