Cargando…
Initiating SGLT2 inhibitor therapy to improve renal outcomes for persons with diabetes eligible for an intensified glucose-lowering regimen: hypothetical intervention using parametric g-formula modeling
INTRODUCTION: Sodium–glucose cotransporter 2 (SGLT2) inhibitors are now recommended in guidelines for persons with type 2 diabetes mellitus (T2DM) and at risk of advanced kidney disease as part of the glucose-lowering regimen. RESEARCH DESIGN AND METHODS: To explore the optimal threshold at which to...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185419/ https://www.ncbi.nlm.nih.gov/pubmed/35675951 http://dx.doi.org/10.1136/bmjdrc-2021-002636 |
_version_ | 1784724719274033152 |
---|---|
author | Takeuchi, Masato Ogura, Masahito Inagaki, Nobuya Kawakami, Koji |
author_facet | Takeuchi, Masato Ogura, Masahito Inagaki, Nobuya Kawakami, Koji |
author_sort | Takeuchi, Masato |
collection | PubMed |
description | INTRODUCTION: Sodium–glucose cotransporter 2 (SGLT2) inhibitors are now recommended in guidelines for persons with type 2 diabetes mellitus (T2DM) and at risk of advanced kidney disease as part of the glucose-lowering regimen. RESEARCH DESIGN AND METHODS: To explore the optimal threshold at which to initiate SGLT2 inhibitor therapy, we conducted an observational study analyzed under a counterfactual framework. This study used the electronic healthcare database in Japan, comprising data from approximately 20 million patients at approximately 160 medical institutions. Persons with T2DM with an estimated glomerular filtration rate (eGFR) ≥ 30 mL/min/1.73 m(2) in April 2014 were eligible. The primary end point was the composite of renal deterioration (>40% decline in eGFR) and the development of eGFR<30 mL/min/1.73 m(2). We estimated the risk of the composite end point occurring over 77 months in different scenarios, such as early or delayed intervention with SGLT2 inhibitors for uncontrolled diabetes at different hemoglobin A1c (HbA(1c)) thresholds. The parametric g-formula was used to estimate the risk of the composite end point, adjusting for time-fixed and time-varying confounders. RESULTS: We analyzed data from 36 237 persons (149 346 person-years observation), of whom 4679 started SGLT2 inhibitor therapy (9470 person-years observation). Overall, initiating SGLT2 inhibitor therapy was associated with a 77-month risk reduction in the end point by 1.3–3.7%. The largest risk reduction was observed within 3 months of initiation once the HbA(1c) level exceeded 6.5% (risk reduction of 3.7% (95% CI 1.6% to 6.7%)) compared with a threshold of 7.0% or higher. CONCLUSIONS: Our analyses favored early intervention with SGLT2 inhibitors to reduce the renal end point, even for persons with moderately controlled HbA(1c) levels. Our findings also suggest caution against clinical inertia in the care of diabetes. |
format | Online Article Text |
id | pubmed-9185419 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-91854192022-06-16 Initiating SGLT2 inhibitor therapy to improve renal outcomes for persons with diabetes eligible for an intensified glucose-lowering regimen: hypothetical intervention using parametric g-formula modeling Takeuchi, Masato Ogura, Masahito Inagaki, Nobuya Kawakami, Koji BMJ Open Diabetes Res Care Epidemiology/Health services research INTRODUCTION: Sodium–glucose cotransporter 2 (SGLT2) inhibitors are now recommended in guidelines for persons with type 2 diabetes mellitus (T2DM) and at risk of advanced kidney disease as part of the glucose-lowering regimen. RESEARCH DESIGN AND METHODS: To explore the optimal threshold at which to initiate SGLT2 inhibitor therapy, we conducted an observational study analyzed under a counterfactual framework. This study used the electronic healthcare database in Japan, comprising data from approximately 20 million patients at approximately 160 medical institutions. Persons with T2DM with an estimated glomerular filtration rate (eGFR) ≥ 30 mL/min/1.73 m(2) in April 2014 were eligible. The primary end point was the composite of renal deterioration (>40% decline in eGFR) and the development of eGFR<30 mL/min/1.73 m(2). We estimated the risk of the composite end point occurring over 77 months in different scenarios, such as early or delayed intervention with SGLT2 inhibitors for uncontrolled diabetes at different hemoglobin A1c (HbA(1c)) thresholds. The parametric g-formula was used to estimate the risk of the composite end point, adjusting for time-fixed and time-varying confounders. RESULTS: We analyzed data from 36 237 persons (149 346 person-years observation), of whom 4679 started SGLT2 inhibitor therapy (9470 person-years observation). Overall, initiating SGLT2 inhibitor therapy was associated with a 77-month risk reduction in the end point by 1.3–3.7%. The largest risk reduction was observed within 3 months of initiation once the HbA(1c) level exceeded 6.5% (risk reduction of 3.7% (95% CI 1.6% to 6.7%)) compared with a threshold of 7.0% or higher. CONCLUSIONS: Our analyses favored early intervention with SGLT2 inhibitors to reduce the renal end point, even for persons with moderately controlled HbA(1c) levels. Our findings also suggest caution against clinical inertia in the care of diabetes. BMJ Publishing Group 2022-06-08 /pmc/articles/PMC9185419/ /pubmed/35675951 http://dx.doi.org/10.1136/bmjdrc-2021-002636 Text en © Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Epidemiology/Health services research Takeuchi, Masato Ogura, Masahito Inagaki, Nobuya Kawakami, Koji Initiating SGLT2 inhibitor therapy to improve renal outcomes for persons with diabetes eligible for an intensified glucose-lowering regimen: hypothetical intervention using parametric g-formula modeling |
title | Initiating SGLT2 inhibitor therapy to improve renal outcomes for persons with diabetes eligible for an intensified glucose-lowering regimen: hypothetical intervention using parametric g-formula modeling |
title_full | Initiating SGLT2 inhibitor therapy to improve renal outcomes for persons with diabetes eligible for an intensified glucose-lowering regimen: hypothetical intervention using parametric g-formula modeling |
title_fullStr | Initiating SGLT2 inhibitor therapy to improve renal outcomes for persons with diabetes eligible for an intensified glucose-lowering regimen: hypothetical intervention using parametric g-formula modeling |
title_full_unstemmed | Initiating SGLT2 inhibitor therapy to improve renal outcomes for persons with diabetes eligible for an intensified glucose-lowering regimen: hypothetical intervention using parametric g-formula modeling |
title_short | Initiating SGLT2 inhibitor therapy to improve renal outcomes for persons with diabetes eligible for an intensified glucose-lowering regimen: hypothetical intervention using parametric g-formula modeling |
title_sort | initiating sglt2 inhibitor therapy to improve renal outcomes for persons with diabetes eligible for an intensified glucose-lowering regimen: hypothetical intervention using parametric g-formula modeling |
topic | Epidemiology/Health services research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185419/ https://www.ncbi.nlm.nih.gov/pubmed/35675951 http://dx.doi.org/10.1136/bmjdrc-2021-002636 |
work_keys_str_mv | AT takeuchimasato initiatingsglt2inhibitortherapytoimproverenaloutcomesforpersonswithdiabeteseligibleforanintensifiedglucoseloweringregimenhypotheticalinterventionusingparametricgformulamodeling AT oguramasahito initiatingsglt2inhibitortherapytoimproverenaloutcomesforpersonswithdiabeteseligibleforanintensifiedglucoseloweringregimenhypotheticalinterventionusingparametricgformulamodeling AT inagakinobuya initiatingsglt2inhibitortherapytoimproverenaloutcomesforpersonswithdiabeteseligibleforanintensifiedglucoseloweringregimenhypotheticalinterventionusingparametricgformulamodeling AT kawakamikoji initiatingsglt2inhibitortherapytoimproverenaloutcomesforpersonswithdiabeteseligibleforanintensifiedglucoseloweringregimenhypotheticalinterventionusingparametricgformulamodeling |