Priya Bapat, Dalton R Budhram, Abdulmohsen Bakhsh, Mohammad I Abuabat, Natasha J Verhoeff, Doug Mumford, Wajeeha Cheema, Cesar Falappa, Andrej Orszag, Akshay Jain, David Z I Cherney, Michael Fralick, Alanna Weisman, George Tomlinson, Leif Erik Lovblom, Bruce A Perkins
{"title":"糖尿病并发症和其他临床变量作为1型糖尿病酮症酸中毒危险因素的纵向测定。","authors":"Priya Bapat, Dalton R Budhram, Abdulmohsen Bakhsh, Mohammad I Abuabat, Natasha J Verhoeff, Doug Mumford, Wajeeha Cheema, Cesar Falappa, Andrej Orszag, Akshay Jain, David Z I Cherney, Michael Fralick, Alanna Weisman, George Tomlinson, Leif Erik Lovblom, Bruce A Perkins","doi":"10.2337/dc24-2385","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>We aimed to determine whether diabetes complications, such as kidney disease that may impair acid-base buffering capacity, independently predict the risk of subsequent diabetic ketoacidosis (DKA).</p><p><strong>Research design and methods: </strong>We accessed previously collected 34-year data from the Diabetes Control and Complications Trial and Epidemiology of Diabetes Interventions and Complications study through public data access. Multivariable Cox proportional hazards models with time-varying exposures and covariates were used to examine the associations of macrovascular disease and early and late stages of neuropathy, nephropathy, and retinopathy, with subsequent DKA occurrence as the outcome.</p><p><strong>Results: </strong>Of 1,441 participants, 297 experienced 488 DKA events over follow-up. Major adverse cardiovascular events [hazard ratio (HR) 3.16, 95% CI 1.57-6.35, P = 0.001] and late-stage neuropathy, which comprised serious foot ulcer or amputation (HR 1.59, 95% CI 1.04-2.45, P = 0.03) were independently associated with higher DKA risk. Higher risk was also associated with shorter diabetes duration (HR 0.76, 95% CI 0.64-0.91, P = 0.002), female sex (HR 2.04, 95% CI 1.56-2.67, P < 0.001), current insulin pump use (HR 3.04, 95% CI 2.29-4.02, P < 0.001), higher time-updated HbA1c (per additional 1%: HR 1.39, 95% CI 1.29-1.50, P < 0.001), and higher current insulin dose (per 1 additional unit/kg/day: HR 2.32, 95% CI 1.62-3.33, P < 0.001).</p><p><strong>Conclusions: </strong>A major cardiovascular event, foot ulcer, or amputation confers the greatest risk of future DKA independent of previously recognized risk factors, implying a need to target patients with these events for DKA prevention interventions, such as self-management skills for metabolic control, management of depression, and DKA education.</p>","PeriodicalId":93979,"journal":{"name":"Diabetes care","volume":" ","pages":"614-622"},"PeriodicalIF":16.6000,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Longitudinal Determination of Diabetes Complications and Other Clinical Variables as Risk Factors for Diabetic Ketoacidosis in Type 1 Diabetes.\",\"authors\":\"Priya Bapat, Dalton R Budhram, Abdulmohsen Bakhsh, Mohammad I Abuabat, Natasha J Verhoeff, Doug Mumford, Wajeeha Cheema, Cesar Falappa, Andrej Orszag, Akshay Jain, David Z I Cherney, Michael Fralick, Alanna Weisman, George Tomlinson, Leif Erik Lovblom, Bruce A Perkins\",\"doi\":\"10.2337/dc24-2385\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>We aimed to determine whether diabetes complications, such as kidney disease that may impair acid-base buffering capacity, independently predict the risk of subsequent diabetic ketoacidosis (DKA).</p><p><strong>Research design and methods: </strong>We accessed previously collected 34-year data from the Diabetes Control and Complications Trial and Epidemiology of Diabetes Interventions and Complications study through public data access. Multivariable Cox proportional hazards models with time-varying exposures and covariates were used to examine the associations of macrovascular disease and early and late stages of neuropathy, nephropathy, and retinopathy, with subsequent DKA occurrence as the outcome.</p><p><strong>Results: </strong>Of 1,441 participants, 297 experienced 488 DKA events over follow-up. Major adverse cardiovascular events [hazard ratio (HR) 3.16, 95% CI 1.57-6.35, P = 0.001] and late-stage neuropathy, which comprised serious foot ulcer or amputation (HR 1.59, 95% CI 1.04-2.45, P = 0.03) were independently associated with higher DKA risk. Higher risk was also associated with shorter diabetes duration (HR 0.76, 95% CI 0.64-0.91, P = 0.002), female sex (HR 2.04, 95% CI 1.56-2.67, P < 0.001), current insulin pump use (HR 3.04, 95% CI 2.29-4.02, P < 0.001), higher time-updated HbA1c (per additional 1%: HR 1.39, 95% CI 1.29-1.50, P < 0.001), and higher current insulin dose (per 1 additional unit/kg/day: HR 2.32, 95% CI 1.62-3.33, P < 0.001).</p><p><strong>Conclusions: </strong>A major cardiovascular event, foot ulcer, or amputation confers the greatest risk of future DKA independent of previously recognized risk factors, implying a need to target patients with these events for DKA prevention interventions, such as self-management skills for metabolic control, management of depression, and DKA education.</p>\",\"PeriodicalId\":93979,\"journal\":{\"name\":\"Diabetes care\",\"volume\":\" \",\"pages\":\"614-622\"},\"PeriodicalIF\":16.6000,\"publicationDate\":\"2025-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Diabetes care\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2337/dc24-2385\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Diabetes care","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2337/dc24-2385","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
目的:我们的目的是确定糖尿病并发症,如肾脏疾病,可能损害酸碱缓冲能力,是否独立预测后续糖尿病酮症酸中毒(DKA)的风险。研究设计和方法:我们通过公共数据访问访问先前收集的34年糖尿病控制和并发症试验和糖尿病干预和并发症流行病学研究的数据。采用随时间变化暴露和协变量的多变量Cox比例风险模型,研究大血管疾病与早期和晚期神经病变、肾病和视网膜病变之间的关系,并以随后的DKA发生为结果。结果:在1441名参与者中,297人在随访期间经历了488次DKA事件。主要不良心血管事件[危险比(HR) 3.16, 95% CI 1.57-6.35, P = 0.001]和晚期神经病变,包括严重足部溃疡或截肢(HR 1.59, 95% CI 1.04-2.45, P = 0.03)与较高的DKA风险独立相关。较高的风险还与较短的糖尿病病程(HR 0.76, 95% CI 0.64-0.91, P = 0.002)、女性(HR 2.04, 95% CI 1.56-2.67, P < 0.001)、当前使用胰岛素泵(HR 3.04, 95% CI 2.29-4.02, P < 0.001)、较高的时间更新HbA1c(每增加1%:HR 1.39, 95% CI 1.29-1.50, P < 0.001)和较高的当前胰岛素剂量(每增加1单位/kg/天:HR 2.32, 95% CI 1.62-3.33, P < 0.001)相关。结论:主要心血管事件、足部溃疡或截肢是未来DKA的最大风险因素,与先前认识到的风险因素无关,这意味着需要针对这些事件的患者进行DKA预防干预,如代谢控制的自我管理技能、抑郁管理和DKA教育。
Longitudinal Determination of Diabetes Complications and Other Clinical Variables as Risk Factors for Diabetic Ketoacidosis in Type 1 Diabetes.
Objective: We aimed to determine whether diabetes complications, such as kidney disease that may impair acid-base buffering capacity, independently predict the risk of subsequent diabetic ketoacidosis (DKA).
Research design and methods: We accessed previously collected 34-year data from the Diabetes Control and Complications Trial and Epidemiology of Diabetes Interventions and Complications study through public data access. Multivariable Cox proportional hazards models with time-varying exposures and covariates were used to examine the associations of macrovascular disease and early and late stages of neuropathy, nephropathy, and retinopathy, with subsequent DKA occurrence as the outcome.
Results: Of 1,441 participants, 297 experienced 488 DKA events over follow-up. Major adverse cardiovascular events [hazard ratio (HR) 3.16, 95% CI 1.57-6.35, P = 0.001] and late-stage neuropathy, which comprised serious foot ulcer or amputation (HR 1.59, 95% CI 1.04-2.45, P = 0.03) were independently associated with higher DKA risk. Higher risk was also associated with shorter diabetes duration (HR 0.76, 95% CI 0.64-0.91, P = 0.002), female sex (HR 2.04, 95% CI 1.56-2.67, P < 0.001), current insulin pump use (HR 3.04, 95% CI 2.29-4.02, P < 0.001), higher time-updated HbA1c (per additional 1%: HR 1.39, 95% CI 1.29-1.50, P < 0.001), and higher current insulin dose (per 1 additional unit/kg/day: HR 2.32, 95% CI 1.62-3.33, P < 0.001).
Conclusions: A major cardiovascular event, foot ulcer, or amputation confers the greatest risk of future DKA independent of previously recognized risk factors, implying a need to target patients with these events for DKA prevention interventions, such as self-management skills for metabolic control, management of depression, and DKA education.