Kristen Favel , Jeffrey N. Bone , Tom Elliott , Constadina Panagiotopoulos , Cherry Mammen
{"title":"加拿大成年 1 型糖尿病患者肾小球滤过率纵向估计轨迹的分类","authors":"Kristen Favel , Jeffrey N. Bone , Tom Elliott , Constadina Panagiotopoulos , Cherry Mammen","doi":"10.1016/j.jdiacomp.2024.108864","DOIUrl":null,"url":null,"abstract":"<div><h3>Aims</h3><div>Type 1 diabetes (T1D) increases the risk of chronic kidney disease (CKD) development. The aims of this study were to classify trajectories of estimated glomerular filtration rate (eGFR) in a cohort of Canadian adults with T1D, and to describe the risk factors associated with declining eGFR trajectories.</div></div><div><h3>Methods</h3><div>In this retrospective cohort of adults with T1D, data was collected between 1996 and 2020. CKD was defined as eGFR <60 mL/min/1.73 m<sup>2</sup>. Latent class mixed models were used to categorize eGFR trajectories. Multinomial logistic regression was used to identify factors associated with declining eGFR trajectories.</div></div><div><h3>Results</h3><div>In this study, 304 adults were analyzed, with baseline measurements at a median duration of T1D of 15.3 (5.4–24.2) years. Eight percent of the cohort developed CKD over a median duration of 24.3 (13.7–34.8) years. Four classes of longitudinal eGFR trajectories were identified, broadly categorized as steeply declining (SD1, SD2) and gradual declining (GD1, GD2). Female sex, poor glycemic control, elevated body mass index, and albuminuria were associated with a steeply declining trajectory.</div></div><div><h3>Conclusion</h3><div>In this cohort, four distinctive eGFR trajectories were identified, including a subtype with steeply declining eGFR. Given the complex nature of CKD progression, further prospective study of this model for identification of individuals at risk for CKD based on their trajectory of kidney function may support clinicians in their decision-making.</div></div>","PeriodicalId":15659,"journal":{"name":"Journal of diabetes and its complications","volume":"38 11","pages":"Article 108864"},"PeriodicalIF":2.9000,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1056872724001909/pdfft?md5=aac55bae3236f38653c8b2d2808019c5&pid=1-s2.0-S1056872724001909-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Classification of longitudinal estimated glomerular filtration rate trajectories in Canadian adults with type 1 diabetes\",\"authors\":\"Kristen Favel , Jeffrey N. Bone , Tom Elliott , Constadina Panagiotopoulos , Cherry Mammen\",\"doi\":\"10.1016/j.jdiacomp.2024.108864\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Aims</h3><div>Type 1 diabetes (T1D) increases the risk of chronic kidney disease (CKD) development. The aims of this study were to classify trajectories of estimated glomerular filtration rate (eGFR) in a cohort of Canadian adults with T1D, and to describe the risk factors associated with declining eGFR trajectories.</div></div><div><h3>Methods</h3><div>In this retrospective cohort of adults with T1D, data was collected between 1996 and 2020. CKD was defined as eGFR <60 mL/min/1.73 m<sup>2</sup>. Latent class mixed models were used to categorize eGFR trajectories. Multinomial logistic regression was used to identify factors associated with declining eGFR trajectories.</div></div><div><h3>Results</h3><div>In this study, 304 adults were analyzed, with baseline measurements at a median duration of T1D of 15.3 (5.4–24.2) years. Eight percent of the cohort developed CKD over a median duration of 24.3 (13.7–34.8) years. Four classes of longitudinal eGFR trajectories were identified, broadly categorized as steeply declining (SD1, SD2) and gradual declining (GD1, GD2). Female sex, poor glycemic control, elevated body mass index, and albuminuria were associated with a steeply declining trajectory.</div></div><div><h3>Conclusion</h3><div>In this cohort, four distinctive eGFR trajectories were identified, including a subtype with steeply declining eGFR. Given the complex nature of CKD progression, further prospective study of this model for identification of individuals at risk for CKD based on their trajectory of kidney function may support clinicians in their decision-making.</div></div>\",\"PeriodicalId\":15659,\"journal\":{\"name\":\"Journal of diabetes and its complications\",\"volume\":\"38 11\",\"pages\":\"Article 108864\"},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2024-09-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S1056872724001909/pdfft?md5=aac55bae3236f38653c8b2d2808019c5&pid=1-s2.0-S1056872724001909-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of diabetes and its complications\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1056872724001909\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of diabetes and its complications","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1056872724001909","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
Classification of longitudinal estimated glomerular filtration rate trajectories in Canadian adults with type 1 diabetes
Aims
Type 1 diabetes (T1D) increases the risk of chronic kidney disease (CKD) development. The aims of this study were to classify trajectories of estimated glomerular filtration rate (eGFR) in a cohort of Canadian adults with T1D, and to describe the risk factors associated with declining eGFR trajectories.
Methods
In this retrospective cohort of adults with T1D, data was collected between 1996 and 2020. CKD was defined as eGFR <60 mL/min/1.73 m2. Latent class mixed models were used to categorize eGFR trajectories. Multinomial logistic regression was used to identify factors associated with declining eGFR trajectories.
Results
In this study, 304 adults were analyzed, with baseline measurements at a median duration of T1D of 15.3 (5.4–24.2) years. Eight percent of the cohort developed CKD over a median duration of 24.3 (13.7–34.8) years. Four classes of longitudinal eGFR trajectories were identified, broadly categorized as steeply declining (SD1, SD2) and gradual declining (GD1, GD2). Female sex, poor glycemic control, elevated body mass index, and albuminuria were associated with a steeply declining trajectory.
Conclusion
In this cohort, four distinctive eGFR trajectories were identified, including a subtype with steeply declining eGFR. Given the complex nature of CKD progression, further prospective study of this model for identification of individuals at risk for CKD based on their trajectory of kidney function may support clinicians in their decision-making.
期刊介绍:
Journal of Diabetes and Its Complications (JDC) is a journal for health care practitioners and researchers, that publishes original research about the pathogenesis, diagnosis and management of diabetes mellitus and its complications. JDC also publishes articles on physiological and molecular aspects of glucose homeostasis.
The primary purpose of JDC is to act as a source of information usable by diabetes practitioners and researchers to increase their knowledge about mechanisms of diabetes and complications development, and promote better management of people with diabetes who are at risk for those complications.
Manuscripts submitted to JDC can report any aspect of basic, translational or clinical research as well as epidemiology. Topics can range broadly from early prediabetes to late-stage complicated diabetes. Topics relevant to basic/translational reports include pancreatic islet dysfunction and insulin resistance, altered adipose tissue function in diabetes, altered neuronal control of glucose homeostasis and mechanisms of drug action. Topics relevant to diabetic complications include diabetic retinopathy, neuropathy and nephropathy; peripheral vascular disease and coronary heart disease; gastrointestinal disorders, renal failure and impotence; and hypertension and hyperlipidemia.