Paulina B Crespo-Morfin, Carlos A Aguilar-Salinas, Paloma Almeda-Valdés, Raúl Alfaro-Pastrana, Omar Y Bello-Chavolla, Jhoana Cano-Castillo, Francisco J Gómez-Pérez, Ivette Cruz-Bautista
{"title":"5小时葡萄糖耐量试验期间葡萄糖和胰岛素模式的鉴定及其与心脏代谢危险因素的关系","authors":"Paulina B Crespo-Morfin, Carlos A Aguilar-Salinas, Paloma Almeda-Valdés, Raúl Alfaro-Pastrana, Omar Y Bello-Chavolla, Jhoana Cano-Castillo, Francisco J Gómez-Pérez, Ivette Cruz-Bautista","doi":"10.24875/RIC.22000039","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Insulin resistance is key in the pathogenesis of the metabolic syndrome and cardiovascular disease.</p><p><strong>Objective: </strong>We aimed to identify glucose and insulin patterns after a 5-h oral glucose tolerance test (OGTT) in individuals without diabetes and to explore cardiometabolic risk factors, beta-cell function, and insulin sensitivity in each pattern.</p><p><strong>Methods: </strong>We analyzed the 5-h OGTT in a tertiary healthcare center. We identified classes using latent class trajectory analysis and evaluated their association with cardiometabolic risk factors, beta-cell function, and insulin sensitivity surrogates by multinomial logistic regression analysis.</p><p><strong>Results: </strong>We included 1088 5-h OGTT performed between 2013 and 2020 and identified four classes. Class one was associated with normal insulin sensitivity and secretion. Class two showed hyperglycemia, dysinsulinism, and a high-risk cardiometabolic profile (obesity, hypertriglyceridemia, and low high-density lipoprotein [HDL] cholesterol). Class three included older individuals, a higher proportion of males, and a greater prevalence of hypertension, hyperglycemia, hyperinsulinemia, and postprandial hypoglycemia. Finally, class four showed hyperglycemia, dysinsulinism, and hyperinsulinemia; this class had the worst cardiometabolic profile (a high proportion of males, greater age, hypertension, obesity, hypertriglyceridemia, and low HDL cholesterol, p < 0.001 vs. other classes).</p><p><strong>Conclusions: </strong>The latent class analysis approach allows the identification of groups with an adverse cardiometabolic risk factor, and who might benefit from frequent follow-ups and timely multidisciplinary interventions.</p>","PeriodicalId":49612,"journal":{"name":"Revista De Investigacion Clinica-Clinical and Translational Investigation","volume":" ","pages":"193-201"},"PeriodicalIF":1.4000,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Identification of glucose and insulin patterns during A 5-H glucose tolerance test and association with cardiometabolic risk factors.\",\"authors\":\"Paulina B Crespo-Morfin, Carlos A Aguilar-Salinas, Paloma Almeda-Valdés, Raúl Alfaro-Pastrana, Omar Y Bello-Chavolla, Jhoana Cano-Castillo, Francisco J Gómez-Pérez, Ivette Cruz-Bautista\",\"doi\":\"10.24875/RIC.22000039\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Insulin resistance is key in the pathogenesis of the metabolic syndrome and cardiovascular disease.</p><p><strong>Objective: </strong>We aimed to identify glucose and insulin patterns after a 5-h oral glucose tolerance test (OGTT) in individuals without diabetes and to explore cardiometabolic risk factors, beta-cell function, and insulin sensitivity in each pattern.</p><p><strong>Methods: </strong>We analyzed the 5-h OGTT in a tertiary healthcare center. We identified classes using latent class trajectory analysis and evaluated their association with cardiometabolic risk factors, beta-cell function, and insulin sensitivity surrogates by multinomial logistic regression analysis.</p><p><strong>Results: </strong>We included 1088 5-h OGTT performed between 2013 and 2020 and identified four classes. Class one was associated with normal insulin sensitivity and secretion. Class two showed hyperglycemia, dysinsulinism, and a high-risk cardiometabolic profile (obesity, hypertriglyceridemia, and low high-density lipoprotein [HDL] cholesterol). Class three included older individuals, a higher proportion of males, and a greater prevalence of hypertension, hyperglycemia, hyperinsulinemia, and postprandial hypoglycemia. Finally, class four showed hyperglycemia, dysinsulinism, and hyperinsulinemia; this class had the worst cardiometabolic profile (a high proportion of males, greater age, hypertension, obesity, hypertriglyceridemia, and low HDL cholesterol, p < 0.001 vs. other classes).</p><p><strong>Conclusions: </strong>The latent class analysis approach allows the identification of groups with an adverse cardiometabolic risk factor, and who might benefit from frequent follow-ups and timely multidisciplinary interventions.</p>\",\"PeriodicalId\":49612,\"journal\":{\"name\":\"Revista De Investigacion Clinica-Clinical and Translational Investigation\",\"volume\":\" \",\"pages\":\"193-201\"},\"PeriodicalIF\":1.4000,\"publicationDate\":\"2022-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Revista De Investigacion Clinica-Clinical and Translational Investigation\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.24875/RIC.22000039\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Revista De Investigacion Clinica-Clinical and Translational Investigation","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.24875/RIC.22000039","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Medicine","Score":null,"Total":0}
Identification of glucose and insulin patterns during A 5-H glucose tolerance test and association with cardiometabolic risk factors.
Background: Insulin resistance is key in the pathogenesis of the metabolic syndrome and cardiovascular disease.
Objective: We aimed to identify glucose and insulin patterns after a 5-h oral glucose tolerance test (OGTT) in individuals without diabetes and to explore cardiometabolic risk factors, beta-cell function, and insulin sensitivity in each pattern.
Methods: We analyzed the 5-h OGTT in a tertiary healthcare center. We identified classes using latent class trajectory analysis and evaluated their association with cardiometabolic risk factors, beta-cell function, and insulin sensitivity surrogates by multinomial logistic regression analysis.
Results: We included 1088 5-h OGTT performed between 2013 and 2020 and identified four classes. Class one was associated with normal insulin sensitivity and secretion. Class two showed hyperglycemia, dysinsulinism, and a high-risk cardiometabolic profile (obesity, hypertriglyceridemia, and low high-density lipoprotein [HDL] cholesterol). Class three included older individuals, a higher proportion of males, and a greater prevalence of hypertension, hyperglycemia, hyperinsulinemia, and postprandial hypoglycemia. Finally, class four showed hyperglycemia, dysinsulinism, and hyperinsulinemia; this class had the worst cardiometabolic profile (a high proportion of males, greater age, hypertension, obesity, hypertriglyceridemia, and low HDL cholesterol, p < 0.001 vs. other classes).
Conclusions: The latent class analysis approach allows the identification of groups with an adverse cardiometabolic risk factor, and who might benefit from frequent follow-ups and timely multidisciplinary interventions.
期刊介绍:
The Revista de Investigación Clínica – Clinical and Translational Investigation (RIC-C&TI), publishes original clinical and biomedical research of interest to physicians in internal medicine, surgery, and any of their specialties. The Revista de Investigación Clínica – Clinical and Translational Investigation is the official journal of the National Institutes of Health of Mexico, which comprises a group of Institutes and High Specialty Hospitals belonging to the Ministery of Health. The journal is published both on-line and in printed version, appears bimonthly and publishes peer-reviewed original research articles as well as brief and in-depth reviews. All articles published are open access and can be immediately and permanently free for everyone to read and download. The journal accepts clinical and molecular research articles, short reports and reviews.
Types of manuscripts:
– Brief Communications
– Research Letters
– Original Articles
– Brief Reviews
– In-depth Reviews
– Perspectives
– Letters to the Editor