Achieving comparability in glycemic control between antidiabetic treatment strategies in pregnancy when using real world data

Author:

Cesta Carolyn E.12ORCID,Hernández‐Díaz Sonia1ORCID,Huybrechts Krista F.3ORCID,Bateman Brian T.34,Vine Seanna3,Seely Ellen W.5,Patorno Elisabetta3ORCID

Affiliation:

1. Department of Epidemiology Harvard T.H. Chan School of Public Health Boston USA

2. Centre for Pharmacoepidemiology, Department of Medicine Solna Karolinska Institutet Stockholm Sweden

3. Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine Brigham and Women's Hospital and Harvard Medical School Boston Massachusetts USA

4. Department of Anesthesiology, Perioperative and Pain Medicine Stanford University School of Medicine Palo Alto California USA

5. Endocrinology, Diabetes and Hypertension Division Brigham and Women's Hospital and Harvard Medical School Boston Massachusetts USA

Abstract

AbstractPurposeHealthcare utilization databases often lack information on glycemic control, a key confounder when studying the safety of antidiabetic treatments, since patients with worse control are channeled to second‐line agents, in particular insulin, versus first‐line agents such as metformin. We evaluated whether adjustment for measured characteristics attains balance in glycemic control when comparing antidiabetic treatment strategies in pregnant women with pregestational type 2 diabetes (T2DM).MethodsIn a US insurance claims database, we identified 3360 women with T2DM pregnant between 2004 and 2015, of whom a subset of 996 had data on hemoglobin A1c (HbA1c) levels. We selected insulin only as the comparator group and used propensity score (PS)‐matching on comorbidities and proxies of diabetes severity, but not on HbA1c, to adjust for confounding. We used standardized differences (st.diff) to assess balance in claims‐based covariates and mean HbA1c (% ± SD) in the subset.ResultsThere were imbalances in claims‐based covariates before PS‐matching, with smaller differences when both treatment strategies included insulin. After PS‐matching, balance was achieved in most claims‐based covariates (st.diff <0.1). Mean HbA1c was similar before and after PS‐matching when both treatments included insulin (e.g., 7.1 ± 1.5 vs. 7.7 ± 1.8 and 7.1 ± 1.5 vs. 7.5 ± 1.7, respectively, for metformin + insulin vs. insulin only). Differences in mean HbA1c remained after PS‐matching when non‐insulin treatments were compared to treatments including insulin (e.g., 6.3 ± 1.1 vs. 7.6 ± 1.7 for metformin only vs. insulin only).ConclusionsBalance in both claims‐based characteristics and glycemic control was attained after restricting the population to women with T2DM and comparing treatment strategies indicated for patients with similar diabetes severity. When comparing treatment strategies with versus without insulin, differences in glycemic control persisted after PS‐matching even when balance was attained for other measured characteristics.

Funder

National Institute of Child Health and Human Development

Publisher

Wiley

Subject

Pharmacology (medical),Epidemiology

Reference28 articles.

1. Prevalence and Changes in Preexisting Diabetes and Gestational Diabetes Among Women Who Had a Live Birth — United States, 2012–2016

2. IDF Diabetes Atlas: Global estimates of diabetes prevalence for 2017 and projections for 2045

3. Antidiabetic medication use during pregnancy: an international utilization study

4. The use of glucose‐lowering medications for the treatment of type 2 diabetes mellitus during pregnancy in the United States;Wood ME;Endocrinol Diab Metab,2021

5. 9. Pharmacologic approaches to glycemic treatment: standards of medical care in diabetes‐2021;American Diabetes Association;Diabetes Care,2021

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

全球学者库

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"全球学者库"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前全球学者库共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2023 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3