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Fischer LS, Kiesswetter E, Brandl B, Skurk T, Hauner H, Volkert D, Kob R. Association of OGTT-curve Shape With Anthropometric, Metabolic, and Inflammatory Parameters in Healthy Adults. J Endocr Soc 2025; 9:bvaf060. [PMID: 40271225 PMCID: PMC12013282 DOI: 10.1210/jendso/bvaf060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Indexed: 04/25/2025] Open
Abstract
Introduction The shape of the oral glucose tolerance test (OGTT) curve is an early predictor of metabolic disturbances. In this study, we analyzed which parameters are associated with different OGTT-curve shapes (CS) in healthy middle-aged and older adults. Methods In the cross-sectional Enable Study, 354 participants were comprehensively phenotyped. Based on a 2-hour OGTT, CS was classified according to the presence (polyphasic) or absence (monophasic, mp) of a rise in plasma glucose of more than 4.5 mg/dL after the first decline of the plasma glucose level. Associations between CS and age, sex, anthropometric, metabolic, and inflammatory parameters were analyzed by binomial logistic regression. Results Curve shape was mp in 77.4% of the participants without age group difference, but a higher frequency was observed in men (89.3%) compared to women (65.5%, P < .001). The odds of mp CS increased with higher fasting GLP-1 (odds ratio [OR], 1.066; 95% CI, 1.006-1.133; P < .05) and 1-hour plasma glucose (OR, 1.054; 95% CI, 1.037-1.072; P < .001) and lower 2-hour plasma glucose (OR, 0.975; 95% CI, 0.959-0.992; P < .01). Conclusion In healthy adults, mp CS was widespread and associated with more unfavorable metabolic parameters. A higher fasting GLP-1 level was associated with an mp CS.
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Affiliation(s)
- Lisa Sophie Fischer
- Institute for Biomedicine of Ageing, Friedrich-Alexander-Universität Erlangen-Nürnberg, 90431 Nuremberg, Germany
| | - Eva Kiesswetter
- Institute for Biomedicine of Ageing, Friedrich-Alexander-Universität Erlangen-Nürnberg, 90431 Nuremberg, Germany
- Institute for Evidence in Medicine, Medical Center and Faculty of Medicine, University of Freiburg, 79110 Freiburg, Germany
| | - Beate Brandl
- ZIEL—Institute for Food & Health, Technical University of Munich, 85354 Freising, Germany
| | - Thomas Skurk
- ZIEL—Institute for Food & Health, Technical University of Munich, 85354 Freising, Germany
- Else Kroener Fresenius Center of Nutritional Medicine, Technical University of Munich, 85354 Freising, Germany
| | - Hans Hauner
- Else Kroener Fresenius Center of Nutritional Medicine, Technical University of Munich, 85354 Freising, Germany
- Institute of Nutritional Medicine, School of Medicine and Health, Technical University of Munich, 80333 Munich, Germany
| | - Dorothee Volkert
- Institute for Biomedicine of Ageing, Friedrich-Alexander-Universität Erlangen-Nürnberg, 90431 Nuremberg, Germany
| | - Robert Kob
- Institute for Biomedicine of Ageing, Friedrich-Alexander-Universität Erlangen-Nürnberg, 90431 Nuremberg, Germany
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Tennant KS, Less EH, Raghanti MA, Amendolagine LA, Lukas KE, Willis MA, Dennis PM. Using an Oral Sugar Test to Biologically Validate the Use of a Commercial Enzyme Immunoassay to Measure Salivary Insulin in Western Lowland Gorillas (Gorilla gorilla gorilla). JOURNAL OF EXPERIMENTAL ZOOLOGY. PART A, ECOLOGICAL AND INTEGRATIVE PHYSIOLOGY 2025; 343:493-501. [PMID: 39868589 DOI: 10.1002/jez.2907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 01/07/2025] [Accepted: 01/12/2025] [Indexed: 01/28/2025]
Abstract
Noninvasive evaluations of hormones can contribute to the assessment of health and welfare of animals. Variations in insulin levels and sensitivity, for example, have been linked to health concerns in non-human and human primates including insulin resistance, diabetes, and heart disease, the leading cause of death in zoo-housed gorillas. Few published studies have assessed insulin concentrations in western lowland gorillas (Gorilla gorilla gorilla), and all did so using serum. Anesthesia is typically required to collect blood samples from zoo-housed gorillas, limiting sampling frequency and restricting samples to the fasted state. The ability to measure insulin levels in saliva would eliminate these constraints and provide a minimally invasive means for monitoring this hormone. The purpose of this study was to analytically and biologically validate the measurement of insulin in saliva of western lowland gorillas using a commercially available enzyme immunoassay. For validation, an oral sugar test was conducted on five adult gorillas residing at Cleveland Metroparks Zoo. Such assessments are common practice in both human and equine medicine to evaluate the body's insulin response to ingestion of sugars. The test involved measuring salivary insulin at timed intervals before and after gorillas consumed doses of sugar. Salivary insulin levels increased from 15 min post-sugar ingestion and peaked after 90 to 120 min. One female had a high response and peaked at 990.21 mU/L. The other four gorillas had peaks between 49.82 and 167.04 mU/L. The assessment provided a biological validation for the measurement of salivary insulin in western lowland gorillas.
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Affiliation(s)
- Kaylin S Tennant
- Zoological Programs, Cleveland Metroparks Zoo, Cleveland, Ohio, USA
- Biology Department, Case Western Reserve University, Cleveland, Ohio, USA
| | - Elena H Less
- Zoological Programs, Cleveland Metroparks Zoo, Cleveland, Ohio, USA
| | | | | | - Kristen E Lukas
- Zoological Programs, Cleveland Metroparks Zoo, Cleveland, Ohio, USA
- Biology Department, Case Western Reserve University, Cleveland, Ohio, USA
| | - Mark A Willis
- Biology Department, Case Western Reserve University, Cleveland, Ohio, USA
| | - Patricia M Dennis
- Zoological Programs, Cleveland Metroparks Zoo, Cleveland, Ohio, USA
- Biology Department, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Veterinary Preventive Medicine, Ohio State University, Columbus, Ohio, USA
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Lopian M, Segal E, Neiger R, Many A, Kashani Ligumsky L. The Implications of a "Flat" Oral Glucose Tolerance Test Curve in Pregnancy. Am J Perinatol 2025; 42:478-485. [PMID: 39209300 DOI: 10.1055/a-2405-1909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
OBJECTIVE This study aimed to determine whether pregnant women who have "flat" oral glucose tolerance test (OGTT) curves in pregnancy are at increased risk of maternal or neonatal adverse outcomes. STUDY DESIGN We conducted a retrospective cohort study of the perinatal outcomes of pregnant women whose 100-g OGTT curve was "flat," defined by a fasting serum glucose level below 95 mg/dL and the remaining values below 100 mg/dL. We compared their perinatal outcomes to women whose OGTT curve was "normal." The primary outcomes compared were the prevalence of macrosomic and small for gestational age (SGA) neonates. Secondary outcomes included hypertensive disorders of pregnancy (HDP), prelabor anemia, thrombocytopenia, intrauterine fetal demise, placental abruption, indicated induction of labor, meconium-stained amniotic fluid, mode of delivery, postpartum hemorrhage, blood product transfusion, postpartum readmission, neonatal gender, gestational age at delivery, preterm birth, birth weight, low birth weight, umbilical artery pH < 7.1, Apgar score <7 at 5 minutes, neonatal intensive care unit admission, neonatal respiratory and infectious morbidity, and hypoglycemia. Composite adverse maternal and neonatal outcomes were also evaluated. RESULTS There were 1,060 patients in the study group and 10,591 patients in the control group. Patients with a flat OGTT were younger (28.3 vs. 29.8, p < 0.001) and less likely to be over 35 years old (14.1 vs. 23.4%, p < 0.001). They had a reduced risk of delivering a macrosomic neonate (11.4 vs. 15.1%, OR = 0.7 [0.58-0.89], p = 0.001) and having an unplanned cesarean delivery (7.5 vs. 10.2%, OR = 0.8 [0.58-0.96], p = 0.002). There was no difference in the rate of composite adverse maternal (14.0 vs. 15.4%, OR = 0.9 [0.7-1.0], p = 0.1) or neonatal outcome (5.3 vs. 4.5%, OR = 1.2 [0.9-1.5], p = 0.15). Neonates had a slightly lower mean birth weight (3,474 vs. 3,505 g, p = 0.04) but the rate of SGA was similar in the two groups (2.5 vs. 1.8%, OR = 1.3 [0.9-2.0], p = 0.08). CONCLUSION Pregnant women whose OGTT curve is flat have a lower risk of delivering macrosomic neonates and undergoing unplanned cesarean delivery and are not at increased risk of adverse maternal or neonatal outcomes. More research is required to evaluate the relationship between different OGTT curves and the fetal growth rate. KEY POINTS · Patients with a "flat" OGTT have a reduced risk of macrosomia.. · Patients with a "flat" OGTT have a reduced risk of cesarean delivery.. · Patients with a "flat" OGTT are not at increased risk of growth restriction..
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Affiliation(s)
- Miriam Lopian
- Department of Obstetrics and Gynecology, Ma'ayanei Hayeshua Medical Center, Bnei Brak, Israel
- School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ella Segal
- Department of Obstetrics and Gynecology, Ma'ayanei Hayeshua Medical Center, Bnei Brak, Israel
- School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ran Neiger
- Department of Obstetrics and Gynecology, University of South Carolina, Columbia, South Carolina
| | - Ariel Many
- Department of Obstetrics and Gynecology, Ma'ayanei Hayeshua Medical Center, Bnei Brak, Israel
- School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Lior Kashani Ligumsky
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, David Geffen School of Medicine, UCLA, Los Angeles, California
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Ha J, Kim JY, Springer M, Chhabra A, Chung ST, Sumner AE, Sherman AS, Arslanian S. A Mathematical Model-Derived Disposition Index Without Insulin Validated in Youth With Obesity. J Clin Endocrinol Metab 2025; 110:706-714. [PMID: 39172553 PMCID: PMC11834730 DOI: 10.1210/clinem/dgae582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 07/29/2024] [Accepted: 08/20/2024] [Indexed: 08/24/2024]
Abstract
CONTEXT The gold-standard clamp measurements for insulin sensitivity (cSI), β-cell function (cBCF), and disposition index (cDI = cSI × cBCF) are not practical in large-scale studies. OBJECTIVE We sought to 1) validate a mathematical model-derived DI from oral glucose tolerance tests (OGTT) with insulin (mDI) and without (mDI-woI) against cDI and oral disposition index (oDI) and 2) evaluate the ability of the novel indices to detect prediabetes and type 2 diabetes (T2D). METHODS We carried out a secondary analysis of previously reported cross-sectional observational studies. The Insulin Sensitivity and Secretion mathematical model for glucose-insulin dynamics was applied to 5-point and 3-point OGTTs synchronized with hyperinsulinemic-euglycemic and hyperglycemic clamps from 130 youth with obesity (68 normal glucose tolerance [NGT], 33 impaired glucose tolerance [IGT], 29 T2D). RESULTS Model-derived DI correlated well with clamp DI (R = 0.76 [logged]). Between NGT and IGT, mDI and mDI-woI decreased more than oDI and cDI, (60% and 59% vs 29% and 27%), and by receiver operating characteristic analysis were superior at detecting IGT compared with oDI and cDI (area under the curve [AUC] 0.88-0.87 vs 0.68-0.65), as was mean glucose (AUC 0.87). CONCLUSION mDI-woI is better than oDI or the labor-intensive cDI for detecting dysglycemia in obese youth. Bypassing insulin measurements with mDI-woI from the OGTT provides a cost-effective approach for large-scale epidemiological studies of dysglycemia in youth.
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Affiliation(s)
- Joon Ha
- Department of Mathematics, Howard University, Washington, DC 20059, USA
| | - Joon Young Kim
- Department of Exercise Science, David B. Falk College of Sport and Human Dynamics, Syracuse University, Syracuse, NY 13244, USA
| | - Max Springer
- Department of Mathematics, University of Maryland, College Park, MD 20742, USA
| | - Aaryan Chhabra
- Department of Biology, Indian Institute of Science Education and Research, Pune, Maharashtra 411008, India
| | - Stephanie T Chung
- Section on Pediatric Diabetes, Obesity, and Metabolism, NIDDK, NIH, Bethesda, MD 20892, USA
| | - Anne E Sumner
- Intramural Research Program, National Institute on Minority Health and Health Disparities (NIMHD), National Institutes of Health, Bethesda, MD 20892, USA
- Section on Ethnicity and Health, Diabetes Endocrinology and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, Bethesda, MD 20892, USA
- Hypertension in Africa Research Team, North-West University, Potchefstroom, North-West 2520, South Africa
| | - Arthur S Sherman
- Laboratory of Biological Modeling, NIDDK, NIH, Bethesda, MD 20892, USA
| | - Silva Arslanian
- Center for Pediatric Research in Obesity and Metabolism, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA 15224, USA
- Division of Pediatric Endocrinology and Metabolism, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA 15224, USA
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Zhang H, Tang H, Gu Y, Tang Z, Zhao X, Zhou R, Huang P, Zhang R, Wang X. Association between early-stage diabetic nephropathy and the delayed monophasic glucose peak during oral glucose tolerance test in type 2 diabetes mellitus. J Diabetes Investig 2025; 16:236-245. [PMID: 39688420 PMCID: PMC11786176 DOI: 10.1111/jdi.14382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 10/14/2024] [Accepted: 12/02/2024] [Indexed: 12/18/2024] Open
Abstract
AIMS To explore the relationships between the delayed monophasic glucose peak during oral glucose tolerance test (OGTT) and early-stage diabetic nephropathy (DN) in patients with type 2 diabetes mellitus(T2DM), and to speculate its potential as a risk factor for early-stage DN. MATERIALS AND METHODS This retrospective observational study included 448 participants, all of whom underwent a 3-h OGTT. Based on peak glucose time, they were categorized into the normal glucose tolerance (NGT) group (n = 76), the early delayed group (n = 98), and the late delayed group (n = 274) for comparison. Furthermore, T2DM patients were subdivided into the non-DN group (n = 293) and the early-stage DN group (n = 79) for comparative analysis. RESULTS With the delay in glucose peak time, blood glucose levels increased, insulin secretion function and insulin sensitivity decreased. In logistic regression, ISSI-2 was independently associated with the delay in glucose peak time in patients with T2DM (OR 0.839; 95% CI 0.776-0.907; P < 0.001). Additionally, 2-h plasma glucose, OGIS, and AUCC-peptide0-180 min were independently associated with delayed peak glucose time (all P < 0.001). As glucose peak time was delayed, levels of β2-microglobulin and UACR increased, and the prevalence of early-stage DN also increased (all P < 0.050). The delayed monophasic glucose peak was positively associated with early-stage DN (OR 2.230; 95% CI 1.061-4.687; P = 0.034). CONCLUSIONS In patients with T2DM, the delayed monophasic glucose peak during OGTT may be an early predictor of early-stage diabetes nephropathy, providing early intervention signals for our clinical work.
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Affiliation(s)
- Han Zhang
- Department of Endocrinology and MetabolismAffiliated Hospital of Nantong UniversityNantongJiangsuChina
- Nantong UniversityNantongJiangsuChina
| | - Hanqing Tang
- Department of Endocrinology and MetabolismAffiliated Hospital of Nantong UniversityNantongJiangsuChina
- Nantong UniversityNantongJiangsuChina
| | - Yunjuan Gu
- Department of Endocrinology and MetabolismAffiliated Hospital of Nantong UniversityNantongJiangsuChina
| | - Zhuqi Tang
- Department of Endocrinology and MetabolismAffiliated Hospital of Nantong UniversityNantongJiangsuChina
| | - Xiaoqin Zhao
- Department of Endocrinology and MetabolismAffiliated Hospital of Nantong UniversityNantongJiangsuChina
| | - Ranran Zhou
- Department of Endocrinology and MetabolismAffiliated Hospital of Nantong UniversityNantongJiangsuChina
| | - Ping Huang
- Department of Endocrinology and MetabolismAffiliated Hospital of Nantong UniversityNantongJiangsuChina
| | - Rongping Zhang
- Department of Endocrinology and MetabolismAffiliated Hospital of Nantong UniversityNantongJiangsuChina
| | - Xinlei Wang
- Department of Endocrinology and MetabolismAffiliated Hospital of Nantong UniversityNantongJiangsuChina
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Shoukat Z, Atta R, Majeed MI, Nawaz H, Rashid N, Alshammari A, Albekairi NA, Shahzadi A, Yaseen S, Tahir A, Naseer Y, Fatima A, Tahir R, Ghafoor M, Ali S. SERS profiling of blood serum filtrate components from patients with type II diabetes using 100 kDa filtration devices. RSC Adv 2025; 15:2287-2297. [PMID: 39867317 PMCID: PMC11755331 DOI: 10.1039/d4ra06335j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 11/10/2024] [Indexed: 01/28/2025] Open
Abstract
Blood carries some of the most valuable biomarkers for disease screening as it interacts with various tissues and organs in the body. Human blood serum is a reservoir of high molecular weight fraction (HMWF) and low molecular weight fraction (LMWF) proteins. The LMWF proteins are considered disease marker proteins and are often suppressed by HMWF proteins during analysis. This issue is addressed by using a filtration device to isolate the filtrate portion from blood serum samples having biomarker proteins up to the size of the cutoff value of the filtration device. In this research, 100 kDa filter devices are employed to obtain the filtrate portions from blood serum samples of type II diabetes mellitus patients and healthy volunteers, followed by characterization using surface-enhanced Raman spectroscopy (SERS) with silver nanoparticles (Ag NPs) as the SERS substrate. By using this approach, the collected filtrate is expected to contain marker proteins at a size of <100 kDa, which are associated with type II diabetes. These marker proteins are in a narrow size range (cutoff value of 100 kDa). Hence, they may be more easily identified by their characteristic SERS spectral features as compared to their analysis in the respective whole blood serum samples due to the exclusion of larger size proteins. These proteins that are present in the filtrate portions of type II diabetes may include adiponectin, C-reactive protein, insulin, leptin, RBP4, IL-6, TNF-α, Fibroblast Growth Factor 21 (FGF21), albumin, transthyretin, alpha-antitrypsin, transferrin, apolipoprotein A-1 (ApoA-1) and fetuin-A. Some prominent SERS bands are observed at 356 cm-1, 435 cm-1, 490 cm-1, 548 cm-1, 596 cm-1, 729 cm-1, 746 cm-1, 950 cm-1, 1330 cm-1, 1362 cm-1, 1573 cm-1 and 1689 cm-1, which differentiate type II diabetes patients from healthy individuals. Moreover, the SERS spectral data sets of various samples are classified using two chemometric approaches: principal component analysis (PCA) and partial least square discriminant analysis (PLS-DA). The validation of the PLS-DA analysis classification model is indicated with 81% accuracy, 79% specificity, and 85% sensitivity, having a value of AUC = 0.75.
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Affiliation(s)
- Zainub Shoukat
- Department of Chemistry, University of Agriculture Faisalabad Faisalabad 38000 Pakistan
| | - Rafia Atta
- Department of Chemistry, University of Agriculture Faisalabad Faisalabad 38000 Pakistan
| | - Muhammad Irfan Majeed
- Department of Chemistry, University of Agriculture Faisalabad Faisalabad 38000 Pakistan
| | - Haq Nawaz
- Department of Chemistry, University of Agriculture Faisalabad Faisalabad 38000 Pakistan
| | - Nosheen Rashid
- Department of Chemistry, University of Education Faisalabad Campus Faisalabad 38000 Pakistan
| | - Abdulrahman Alshammari
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University Post Box 2455 Riyadh 11451 Saudi Arabia
| | - Norah A Albekairi
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University Post Box 2455 Riyadh 11451 Saudi Arabia
| | - Aleena Shahzadi
- Department of Chemistry, University of Agriculture Faisalabad Faisalabad 38000 Pakistan
| | - Sonia Yaseen
- Department of Chemistry, University of Agriculture Faisalabad Faisalabad 38000 Pakistan
| | - Amna Tahir
- Department of Chemistry, University of Agriculture Faisalabad Faisalabad 38000 Pakistan
| | - Yasmeen Naseer
- Department of Chemistry, University of Agriculture Faisalabad Faisalabad 38000 Pakistan
| | - Aziz Fatima
- Department of Chemistry, University of Agriculture Faisalabad Faisalabad 38000 Pakistan
| | - Rimsha Tahir
- Department of Chemistry, University of Agriculture Faisalabad Faisalabad 38000 Pakistan
| | - Maria Ghafoor
- Department of Chemistry, University of Agriculture Faisalabad Faisalabad 38000 Pakistan
| | - Saqib Ali
- Département de Chimie, Faculté des Sciences et de Génie, Université Laval Québec QC G1V 0A6 Canada
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Cánovas S, Heras S, Romero-Aguirregomezcorta J, Quintero-Moreno AA, Gadea J, Coy P, Romar R. Metabolic profile and glycemic response in fully-grown sows born using assisted reproductive technologies. Theriogenology 2024; 230:314-321. [PMID: 39368453 DOI: 10.1016/j.theriogenology.2024.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 09/30/2024] [Accepted: 10/01/2024] [Indexed: 10/07/2024]
Abstract
The aim of the present work was to gain insight into the metabolism of pigs derived from assisted reproductive technologies during their adulthood. Approximately 4h after feeding, a blood sample was taken from 3.5 year old sows born by artificial insemination (AI group, n = 7) and transfer of in vitro produced embryos (IVP group, n = 11) to determine the physiological concentrations of the main biomarkers of carbohydrates (glucose and lactate), proteins (albumin, creatinine and urea) and lipids (cholesterol and triglycerides). Four weeks later, an oral glucose tolerance test (OGTT; 1.75g glucose/kg body weight) was performed after an overnight fast and 1h of water withdrawal. Blood samples were obtained prior (T = 0 min; fasting conditions) and 15, 30, 45, 60, 90, 120, 150, 180, 210 and 240 min after glucose intake. At each time point, glycemia was measured immediately using glucometer test strips, and serum was collected to determine the above metabolites along with insulin and glucagon. After OGTT, the area under the curve (AUC) between sampling times and homeostasis model assessment of insulin resistance (HOMA) indices were calculated. Under physiological conditions, the concentration of metabolites studied was similar between AI and IVP sows. In both groups, fasting decreased cholesterol and increased triglycerides and urea (P < 0.001). However, creatinine and lactate were similar in both groups under physiological and fasting conditions. The expected increase in albuminemia and decrease in glycaemia after fasting was only observed in IVP sows. OGTT revealed a different glucose curve pattern (monophasic in AI and biphasic in IVP group), a lower mean concentration of cholesterol, glucose, lactate, triglycerides in IVP compared to AI pigs (P < 0.01), and a higher mean concentration of albumin, creatinine and insulin in IVP compared to AI group (P < 0.05). On the contrary, no differences were found between groups for mean serum glucagon and urea levels, nor for glucose homeostasis indices HOMA-IR and HOMA-%B. The AUC differed between groups at several time points with larger AUC for creatinine, and smaller AUC for glucose, glucagon, and triglycerides, in IVP pigs than in AI pigs at 180-210 min (P < 0.05). In conclusion, under physiological conditions the metabolic profile of fully-grown AI and IVP sows is similar and within normal ranges. Glucose challenge revealed differences in metabolic and insulin responses between groups but with normal glucose tolerance in both cases.
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Affiliation(s)
- S Cánovas
- Department of Physiology, Universidad de Murcia, International Excellence Campus for Higher Education and Research (Campus Mare Nostrum), Murcia, Spain Institute for Biomedical Research of Murcia (IMIB), Murcia, Spain
| | - S Heras
- Department of Physiology, Universidad de Murcia, International Excellence Campus for Higher Education and Research (Campus Mare Nostrum), Murcia, Spain Institute for Biomedical Research of Murcia (IMIB), Murcia, Spain
| | - J Romero-Aguirregomezcorta
- Department of Physiology, Universidad de Murcia, International Excellence Campus for Higher Education and Research (Campus Mare Nostrum), Murcia, Spain Institute for Biomedical Research of Murcia (IMIB), Murcia, Spain
| | - A A Quintero-Moreno
- Department of Physiology, Universidad de Murcia, International Excellence Campus for Higher Education and Research (Campus Mare Nostrum), Murcia, Spain Institute for Biomedical Research of Murcia (IMIB), Murcia, Spain
| | - J Gadea
- Department of Physiology, Universidad de Murcia, International Excellence Campus for Higher Education and Research (Campus Mare Nostrum), Murcia, Spain Institute for Biomedical Research of Murcia (IMIB), Murcia, Spain
| | - P Coy
- Department of Physiology, Universidad de Murcia, International Excellence Campus for Higher Education and Research (Campus Mare Nostrum), Murcia, Spain Institute for Biomedical Research of Murcia (IMIB), Murcia, Spain
| | - R Romar
- Department of Physiology, Universidad de Murcia, International Excellence Campus for Higher Education and Research (Campus Mare Nostrum), Murcia, Spain Institute for Biomedical Research of Murcia (IMIB), Murcia, Spain.
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Evia-Viscarra ML, Jacobo-Tovar E, Meneses-Rojas LF, Guardado-Mendoza R. Oral glucose tolerance test curve shape in Mexican children and adolescents with and without obesity. J Pediatr Endocrinol Metab 2024; 37:850-858. [PMID: 39382514 DOI: 10.1515/jpem-2024-0250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Accepted: 08/16/2024] [Indexed: 10/10/2024]
Abstract
OBJECTIVES Mexican children with obesity are at a higher risk of developing type 2 diabetes mellitus (T2DM). The aim of the study was to compare oral glucose tolerance test (OGTT) characteristics: time of peak glucose, glucose level ≥155 mg/dL at 1 h, presence of metabolic syndrome (MetS), sensitivity, secretion, and oral disposition index (oDI) in children with and without obesity, according to oral glucose tolerance curve shape: monophasic or biphasic. METHODS Cross-sectional study including 143 children. Groups were divided into (a) obese: biphasic (B-Ob) (n=55) and monophasic (M-Ob) (n=50), (b) without obesity: biphasic (B-NonOb) (n=20) and monophasic (M-NonOb) (n=18). RESULTS Late glucose peak was more frequent in the M-Ob group (p<0.001). Glucose levels ≥155 mg/dL and MetS were more frequent in the M-Ob group but did not show significance. The groups with obesity (biphasic and monophasic) had higher indices of insulin resistance and insulin secretion compared to the nonobese groups (biphasic and monophasic) (p<0.001). AUC glucose was higher in the M-Ob group (p<0.05), and AUC insulin was higher in the M-NonOb group. oDI (Matsuda) was significantly lower in the M-Ob group compared to the other groups (p<0.001), and oDI-HOMA IR was higher in M-NonOb group (p=0.03). CONCLUSIONS All OGTT parameters could help to identify Mexican children at increased risk of developing T2DM, not only fasting plasma glucose and 2 h glucose. M-Ob in non-T2DM Mexican children reflects an early defect in glucose metabolism. Higher level of IR indexes in M-NonOb vs. B-NonOb could indicate an increased risk for T2DM of genetic origin.
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Affiliation(s)
- María Lola Evia-Viscarra
- Department of Pediatric Endocrinology, Servicios de Salud del Instituto Mexicano del Seguro Social para el Bienestar (IMSS-BIENESTAR), Hospital Regional de Alta Especialidad del Bajío, León, México
| | - Emmanuel Jacobo-Tovar
- Metabolic Research Laboratory, Department of Medicine and Nutrition, University of Guanajuato, León, México
| | - Luis Fernando Meneses-Rojas
- Department of Gastroenterology, Hospital General de Zona 21, Instituto Mexicano del Seguro Social, León, México
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Romero-Rosales JA, Aragones DG, Escribano-Serrano J, Borrachero MG, Doña AM, Macías López FJ, Santos Mata MA, Jiménez IN, Casamitjana Zamora MJ, Serrano H, Belmonte-Beitia J, Durán MR, Calvo GF. Integrated modeling of labile and glycated hemoglobin with glucose for enhanced diabetes detection and short-term monitoring. iScience 2024; 27:109369. [PMID: 38500833 PMCID: PMC10946329 DOI: 10.1016/j.isci.2024.109369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 02/16/2024] [Accepted: 02/26/2024] [Indexed: 03/20/2024] Open
Abstract
Metabolic biomarkers, particularly glycated hemoglobin and fasting plasma glucose, are pivotal in the diagnosis and control of diabetes mellitus. Despite their importance, they exhibit limitations in assessing short-term glucose variations. In this study, we propose labile hemoglobin as an additional biomarker, providing insightful perspectives into these fluctuations. By utilizing datasets from 40,652 retrospective general participants and conducting glucose tolerance tests on 60 prospective pediatric subjects, we explored the relationship between plasma glucose and labile hemoglobin. A mathematical model was developed to encapsulate short-term glucose kinetics in the pediatric group. Applying dimensionality reduction techniques, we successfully identified participant subclusters, facilitating the differentiation between diabetic and non-diabetic individuals. Intriguingly, by integrating labile hemoglobin measurements with plasma glucose values, we were able to predict the likelihood of diabetes in pediatric subjects, underscoring the potential of labile hemoglobin as a significant glycemic biomarker for diabetes research.
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Affiliation(s)
- José Antonio Romero-Rosales
- Department of Mathematics, Mathematical Oncology Laboratory (MOLAB), University of Castilla-La Mancha, Ciudad Real, Spain
| | - David G. Aragones
- Department of Mathematics, Mathematical Oncology Laboratory (MOLAB), University of Castilla-La Mancha, Ciudad Real, Spain
| | | | | | - Alfredo Michán Doña
- UGC Internal Medicine, University Hospital of Jerez and Department of Medicine, University of Cádiz, Cádiz, Spain
- Biomedical Research and Innovation Institute of Cadiz (INiBICA), Hospital Universitario Puerta del Mar, Cádiz, Spain
| | | | | | | | | | - Hélia Serrano
- Department of Mathematics, Faculty of Chemical Sciences and Technologies, University of Castilla-La Mancha, Ciudad Real, Spain
| | - Juan Belmonte-Beitia
- Department of Mathematics, Mathematical Oncology Laboratory (MOLAB), University of Castilla-La Mancha, Ciudad Real, Spain
| | - María Rosa Durán
- Biomedical Research and Innovation Institute of Cadiz (INiBICA), Hospital Universitario Puerta del Mar, Cádiz, Spain
- Department of Mathematics, University of Cádiz, Puerto Real, Cádiz, Spain
| | - Gabriel F. Calvo
- Department of Mathematics, Mathematical Oncology Laboratory (MOLAB), University of Castilla-La Mancha, Ciudad Real, Spain
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10
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Ha J, Chung ST, Springer M, Kim JY, Chen P, Chhabra A, Cree MG, Diniz Behn C, Sumner AE, Arslanian SA, Sherman AS. Estimating insulin sensitivity and β-cell function from the oral glucose tolerance test: validation of a new insulin sensitivity and secretion (ISS) model. Am J Physiol Endocrinol Metab 2024; 326:E454-E471. [PMID: 38054972 PMCID: PMC11639675 DOI: 10.1152/ajpendo.00189.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 11/27/2023] [Accepted: 11/27/2023] [Indexed: 12/07/2023]
Abstract
Efficient and accurate methods to estimate insulin sensitivity (SI) and β-cell function (BCF) are of great importance for studying the pathogenesis and treatment effectiveness of type 2 diabetes (T2D). Existing methods range in sensitivity, input data, and technical requirements. Oral glucose tolerance tests (OGTTs) are preferred because they are simpler and more physiological than intravenous methods. However, current analytical methods for OGTT-derived SI and BCF also range in complexity; the oral minimal models require mathematical expertise for deconvolution and fitting differential equations, and simple algebraic surrogate indices (e.g., Matsuda index, insulinogenic index) may produce unphysiological values. We developed a new insulin secretion and sensitivity (ISS) model for clinical research that provides precise and accurate estimates of SI and BCF from a standard OGTT, focusing on effectiveness, ease of implementation, and pragmatism. This model was developed by fitting a pair of differential equations to glucose and insulin without need of deconvolution or C-peptide data. This model is derived from a published model for longitudinal simulation of T2D progression that represents glucose-insulin homeostasis, including postchallenge suppression of hepatic glucose production and first- and second-phase insulin secretion. The ISS model was evaluated in three diverse cohorts across the lifespan. The new model had a strong correlation with gold-standard estimates from intravenous glucose tolerance tests and insulin clamps. The ISS model has broad applicability among diverse populations because it balances performance, fidelity, and complexity to provide a reliable phenotype of T2D risk.NEW & NOTEWORTHY The pathogenesis of type 2 diabetes (T2D) is determined by a balance between insulin sensitivity (SI) and β-cell function (BCF), which can be determined by gold standard direct measurements or estimated by fitting differential equation models to oral glucose tolerance tests (OGTTs). We propose and validate a new differential equation model that is simpler to use than current models and requires less data while maintaining good correlation and agreement with gold standards. Matlab and Python code is freely available.
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Affiliation(s)
- Joon Ha
- Department of Mathematics, Howard University, Washington, District of Columbia, United States
| | - Stephanie T Chung
- Section on Pediatric Diabetes, Obesity, and Metabolism, Diabetes, Endocrinology, and Obesity Branch, National Institute of Diabetes, Digestive, and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, United States
| | - Max Springer
- Department of Mathematics, University of Maryland, College Park, Maryland, United States
| | - Joon Young Kim
- Department of Exercise Science, David B. Falk College of Sport and Human Dynamics, Syracuse University, Syracuse, New York, United States
| | | | - Aaryan Chhabra
- Department of Biology, Indian Institute of Science Education and Research, Pune, India
| | - Melanie G Cree
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States
| | - Cecilia Diniz Behn
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States
- Department of Applied Mathematics and Statistics, Colorado School of Mines, Golden, Colorado, United States
| | - Anne E Sumner
- Intramural Research Program, National Institute on Minority Health and Health Disparities (NIMHD), National Institutes of Health, Bethesda, Maryland, United States
- Section on Ethnicity and Health, Diabetes Endocrinology and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, Bethesda, Maryland, United States
- Hypertension in Africa Research Team, North-West University, Potchefstroom, South Africa
| | - Silva A Arslanian
- Division of Pediatric Endocrinology, Metabolism and Diabetes Mellitus, Center for Pediatric Research in Obesity and Metabolism, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, United States
| | - Arthur S Sherman
- Laboratory of Biological Modeling, National Institute of Diabetes, Digestive, and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, United States
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11
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Wander PL, Bammler TK, MacDonald JW, Srinouanprachanh S, Boyko EJ, Enquobahrie DA. Plasma miRNAs and Treatment Failure in Participants in the Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) Study. Diabetes Care 2024; 47:471-475. [PMID: 38153877 PMCID: PMC10909680 DOI: 10.2337/dc23-1540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 12/15/2023] [Indexed: 12/30/2023]
Abstract
OBJECTIVE To identify plasma miRNAs related to treatment failure in youth with type 2 diabetes (T2D). RESEARCH DESIGN AND METHODS We examined whether a panel of miRNAs could predict treatment failure in training/test data sets among participants in the Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) study (N = 209). We also examined whether individual miRNAs were associated with treatment failure. RESULTS Participants were age 14.5 years, and 62% were female. A panel of miRNAs did not predict treatment failure. However, for each doubling, miR-4306 was associated with a 12% decrease (P = 0.040) and miR-483-3p was marginally associated with a 12% increase (P = 0.080) in failure independently of sex, race/ethnicity, BMI, Tanner stage, HbA1c, maternal diabetes, oral disposition index, and treatment arm. The addition of both miRNAs improved model fit (log likelihood without vs. with miRNAs -360.3 vs. -363.5; P = 0.040). CONCLUSIONS miR-483-3p and miR-4306 may be associated with treatment failure in youth with T2D.
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Affiliation(s)
- Pandora L. Wander
- Veterans Affairs Puget Sound Health Care System, Seattle, WA
- Department of Medicine, University of Washington, Seattle, WA
| | - Theo K. Bammler
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA
| | - James W. MacDonald
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA
| | - Sengeo Srinouanprachanh
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA
| | - Edward J. Boyko
- Veterans Affairs Puget Sound Health Care System, Seattle, WA
- Department of Medicine, University of Washington, Seattle, WA
| | - Daniel A. Enquobahrie
- Department of Epidemiology, University of Washington, Seattle, WA
- Department of Health Systems and Population Health, University of Washington, Seattle, WA
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12
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Renier TJ, Mai HJ, Zheng Z, Vajravelu ME, Hirschfeld E, Gilbert-Diamond D, Lee JM, Meijer JL. Utilizing the Glucose and Insulin Response Shape of an Oral Glucose Tolerance Test to Predict Dysglycemia in Children with Overweight and Obesity, Ages 8-18 Years. DIABETOLOGY 2024; 5:96-109. [PMID: 38576510 PMCID: PMC10994153 DOI: 10.3390/diabetology5010008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/06/2024]
Abstract
Common dysglycemia measurements including fasting plasma glucose (FPG), oral glucose tolerance test (OGTT)-derived 2 h plasma glucose, and hemoglobin A1c (HbA1c) have limitations for children. Dynamic OGTT glucose and insulin responses may better reflect underlying physiology. This analysis assessed glucose and insulin curve shapes utilizing classifications-biphasic, monophasic, or monotonically increasing-and functional principal components (FPCs) to predict future dysglycemia. The prospective cohort included 671 participants with no previous diabetes diagnosis (BMI percentile ≥ 85th, 8-18 years old); 193 returned for follow-up (median 14.5 months). Blood was collected every 30 min during the 2 h OGTT. Functional data analysis was performed on curves summarizing glucose and insulin responses. FPCs described variation in curve height (FPC1), time of peak (FPC2), and oscillation (FPC3). At baseline, both glucose and insulin FPC1 were significantly correlated with BMI percentile (Spearman correlation r = 0.22 and 0.48), triglycerides (r = 0.30 and 0.39), and HbA1c (r = 0.25 and 0.17). In longitudinal logistic regression analyses, glucose and insulin FPCs predicted future dysglycemia (AUC = 0.80) better than shape classifications (AUC = 0.69), HbA1c (AUC = 0.72), or FPG (AUC = 0.50). Further research should evaluate the utility of FPCs to predict metabolic diseases.
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Affiliation(s)
- Timothy J. Renier
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Htun Ja Mai
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Zheshi Zheng
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
| | - Mary Ellen Vajravelu
- Division of Pediatric Endocrinology, Diabetes and Metabolism, UPMC—Children’s Hospital of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Emily Hirschfeld
- Department of Pediatrics, Division of Pediatric Endocrinology, Susan B. Meister Child Health Evaluation and Research Center, University of Michigan, Ann Arbor, MI 48109, USA
| | - Diane Gilbert-Diamond
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
- Department of Medicine, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
- Department of Pediatrics, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Joyce M. Lee
- Department of Pediatrics, Division of Pediatric Endocrinology, Susan B. Meister Child Health Evaluation and Research Center, University of Michigan, Ann Arbor, MI 48109, USA
| | - Jennifer L. Meijer
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
- Department of Medicine, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
- Department of Pediatrics, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
- Department of Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, NH 03756, USA
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13
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Tatsumi Y, Miyamoto Y, Asayama K, Satoh M, Miyamatsu N, Ohno Y, Ikei H, Ohkubo T. Characteristics and Risk of Diabetes in People With Rare Glucose Response Curve During an Oral Glucose Tolerance Test. J Clin Endocrinol Metab 2024; 109:e975-e982. [PMID: 38038623 PMCID: PMC10876410 DOI: 10.1210/clinem/dgad698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 11/19/2023] [Accepted: 11/28/2023] [Indexed: 12/02/2023]
Abstract
CONTEXT Existing differences in persons with lower 30- or 60-minute plasma glucose (PG) levels during 75-g oral glucose tolerance test (OGTT) than fasting PG remain unclear. OBJECTIVE To clarify the characteristics of persons whose PG levels decrease after glucose administration during OGTT and their risk of incidence of diabetes in a Japanese general population. METHODS In this cohort study, a total of 3995 men and 3500 women (mean age 56.7 years) without diabetes were classified into 3 groups: (1) PG at both 30 and 60 minutes ≥ fasting PG; (2) PG at 30 minutes ≥ fasting PG and PG at 60 minutes < fasting PG; (3) PG at 30 minutes < fasting PG. The characteristics and the risk of diabetes onset were analyzed using ordered logistic regression and Cox proportional hazard regression, respectively. RESULTS Among 7495 participants, the numbers of individuals in the group 1, 2, and 3 were 6552, 769, and 174, respectively. The glucose response curve of the group 3 was boat shaped. Group 3 had the youngest age, lowest percentage of men, and best health condition, followed by groups 2 and 1. Among 3897 participants analyzed prospectively, 434 developed diabetes during the mean follow-up period of 5.8 years. The hazard ratio for diabetes onset in the group 2 was 0.30 with reference to the group 1. No-one in group 3 developed diabetes. CONCLUSION People with lower 30-minute PG than fasting PG tended to be women, young, healthy, and at low risk of diabetes onset.
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Affiliation(s)
- Yukako Tatsumi
- Department of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo 173-8605, Japan
- Open Innovation Center, National Cerebral and Cardiovascular Center, Suita 564-8565, Japan
- Department of Clinical Nursing, Shiga University of Medical Science, Otsu 520-2192, Japan
| | - Yoshihiro Miyamoto
- Open Innovation Center, National Cerebral and Cardiovascular Center, Suita 564-8565, Japan
| | - Kei Asayama
- Department of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo 173-8605, Japan
| | - Michihiro Satoh
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai 983-8536, Japan
| | - Naomi Miyamatsu
- Department of Clinical Nursing, Shiga University of Medical Science, Otsu 520-2192, Japan
| | - Yuko Ohno
- Division of Health Sciences, Osaka University Graduate School of Medicine, Suita 565-0871, Japan
| | - Hajime Ikei
- Department of Health Checkup, Saku Central Hospital, Saku 384-0301, Japan
| | - Takayoshi Ohkubo
- Department of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo 173-8605, Japan
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14
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MacDonald-Ramos K, Monroy A, Bobadilla-Bravo M, Cerbón M. Silymarin Reduced Insulin Resistance in Non-Diabetic Women with Obesity. Int J Mol Sci 2024; 25:2050. [PMID: 38396727 PMCID: PMC10888588 DOI: 10.3390/ijms25042050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Revised: 01/25/2024] [Accepted: 01/26/2024] [Indexed: 02/25/2024] Open
Abstract
Silymarin has ameliorated obesity, type 2 diabetes (T2DM), and insulin resistance (IR) in combination with standard therapy, diet, or exercise in recent studies. Obesity and IR are the main risk factors for developing T2DM and other metabolic disorders. Today, there is a need for new strategies to target IR in patients with these metabolic diseases. In the present longitudinal study, a group of non-diabetic insulin-resistant women with type 1 and type 2 obesity were given silymarin for 12 weeks, with no change in habitual diet and physical activity. We used the Homeostatic Model Assessment for Insulin Resistance Index (HOMA-IR) to determine IR at baseline and after silymarin treatment (t = 12 weeks). We obtained five timepoint oral glucose tolerance tests, and other biochemical and clinical parameters were analyzed before and after treatment. Treatment with silymarin alone significantly reduced mean fasting plasma glucose (FPG) and HOMA-IR levels at 12 weeks compared to baseline values (p < 0.05). Mean fasting plasma insulin (FPI), total cholesterol, high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), triglycerides (Tg), indirect bilirubin, and C-reactive protein (CRP) levels decreased compared to baseline values, although changes were non-significant. The overall results suggest that silymarin may offer a therapeutic alternative to improve IR in non-diabetic individuals with obesity. Further clinical trials are needed in this type of patient to strengthen the results of this study.
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Affiliation(s)
- Karla MacDonald-Ramos
- Programa de Doctorado en Ciencias Biomédicas, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico
- Facultad de Química, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico;
| | - Adriana Monroy
- Servicio de Oncología, Hospital General de México Dr. Eduardo Liceaga, Ciudad de México 06720, Mexico;
| | - Mariana Bobadilla-Bravo
- Facultad de Química, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico;
| | - Marco Cerbón
- Facultad de Química, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico;
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15
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Costantine MM, Rice MM, Landon MB, Varner MW, Casey BM, Reddy UM, Wapner RJ, Rouse DJ, Tita ATN, Thorp JM, Chien EK, Peaceman AM, Blackwell SC. Oral Glucose Tolerance Test in Pregnancy and Subsequent Maternal Hypertension. Am J Perinatol 2023; 40:1803-1810. [PMID: 34784611 PMCID: PMC9108113 DOI: 10.1055/s-0041-1740007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
OBJECTIVE The aim of the study is to evaluate whether values and the shape of the glucose curve during the oral glucose tolerance test (OGTT) in pregnancy identify women at risk of developing hypertension (HTN) later in life. STUDY DESIGN This category includes the secondary analysis of a follow-up from a mild gestational diabetes mellitus (GDM) study that included a treatment trial for mild GDM (n = 458) and an observational cohort of participants with abnormal 1-hour glucose loading test only (normal OGTT, n = 430). Participants were assessed at a median of 7 (IQR 6-8) years after their index pregnancy, and trained staff measured their blood pressure (systolic blood pressure [SBP]; diastolic blood pressure [DBP]). The association between values and the shape of the glucose curve during OGTT in the index pregnancy and the primary outcome defined as elevated BP (SBP ≥120, DBP ≥80 mm Hg, or receiving anti-HTN medications), and secondary outcome defined as stage 1 or higher (SBP ≥130, DBP ≥80 mm Hg, or receiving anti-HTN medications) at follow-up were evaluated using multivariable regression, adjusting for maternal age, body mass index, and pregnancy-associated hypertension during the index pregnancy. RESULTS There was no association between fasting, 1-hour OGTT, and the outcomes. However, the 2-hour OGTT value was positively associated (adjusted odds ratio [aRR] per 10-unit increase 1.04, 95% CI 1.01-1.08), and the 3-hour was inversely associated (aRR per 10-unit increase 0.96, 95% CI 0.93-0.99) with the primary outcome. When the shape of the OGTT curve was evaluated, a monophasic OGTT response (peak at 1 hour followed by a decline in glucose) was associated with increased risk of elevated BP (41.3vs. 23.5%, aRR 1.66, 95% CI 1.17-2.35) and stage 1 HTN or higher (28.5 vs. 14.7%, aRR 1.83, 95% CI 1.15-2.92), compared with a biphasic OGTT response. CONCLUSION Among persons with mild GDM or lesser degrees of glucose intolerance, the shape of the OGTT curve during pregnancy may help identify women who are at risk of HTN later in life, with biphasic shape to be associated with lower risk. KEY POINTS · The shape of the Oral Glucose Tolerance Test curve may help identify patients who are at risk of having elevated BP or HTN 5 to 10 years following pregnancy.. · The 2-hour Oral Glucose Tolerance Test values is positively associated with elevated BP 5 to 10 years following pregnancy.. · This supports the concept of pregnancy as a window to future health and represents a potential novel biomarker for maternal cardiovascular health screening..
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Affiliation(s)
- Maged M Costantine
- Departments of Obstetrics and Gynecology of University of Texas Medical Branch, Galveston, Texas
| | | | - Mark B Landon
- Departments of Obstetrics and Gynecology, The Ohio State University, Columbus, Ohio
| | - Michael W Varner
- Departments of Obstetrics and Gynecology, University of Utah Health Sciences Center, Salt Lake City, Utah
| | - Brian M Casey
- Departments of Obstetrics and Gynecology, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Uma M Reddy
- Departments of Obstetrics and Gynecology, the Eunice Kennedy Shriver National Institute of Child Health and Human Development, Rockville, Maryland
| | - Ronald J Wapner
- Departments of Obstetrics and Gynecology, Columbia University, New York, New York
| | - Dwight J Rouse
- Departments of Obstetrics and Gynecology, Brown University, Providence, Rhode Island
| | - Alan T N Tita
- Departments of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, Alabama
| | - John M Thorp
- Departments of Obstetrics and Gynecology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Edward K Chien
- Departments of Obstetrics and Gynecology, MetroHealth Medical Center-Case Western Reserve University, Cleveland, Ohio
| | - Alan M Peaceman
- Departments of Obstetrics and Gynecology, Northwestern University, Chicago, Illinois
| | - Sean C Blackwell
- Departments of Obstetrics and Gynecology, University of Texas Health Science Center at Houston-Children's Memorial Hermann Hospital, Houston, Texas
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16
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Putra SED, Humardani FM, Mulyanata LT, Tanaya LTA, Wijono H, Sulistomo HW, Kesuma D, Ikawaty R. Exploring diet-induced promoter hypomethylation and PDK4 overexpression: implications for type 2 diabetes mellitus. Mol Biol Rep 2023; 50:8949-8958. [PMID: 37707772 DOI: 10.1007/s11033-023-08794-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 08/30/2023] [Indexed: 09/15/2023]
Abstract
BACKGROUND Type 2 diabetes mellitus (T2DM) is a metabolic disorder characterized by limited metabolic flexibility in the body. Such limitation implicates the pyruvate dehydrogenase kinase 4 (PDK4) gene Poor nutrition, frequently observed among Southeast Asians usually involves excessive intakes of carbohydrates and monosodium glutamate (MSG), that have been frequently linked to an increased risk of T2DM. METHODS The 14-week study aimed to assess the effects of high-carbohydrate (HC), high-MSG (HMSG), and a combination of high-carbohydrate and high-MSG (HCHMSG) diets on the development of T2DM using male mice. To assess the effects, the male mice were divided into four groups: control (C), HC, HMSG, and HCHMSG for 14 weeks. RESULTS After 14 weeks, both the HC and HCHMSG groups showed signs of T2DM (168.83 ± 32.33; 156.42 ± 32.46). The blood samples from the HMSG, HC, and HCHMSG groups (57.67 ± 2.882; 49.22 ± 7.36; 48.9 ± 6.43) as well as skeletal muscle samples from the HMSG, HC, and HCHMSG groups (57.78 ± 8.54; 42.13 ± 7.25; 37.57 ± 10.42) exhibited a gradual hypomethylation. The HC groups particularly displayed significant PDK4 gene expression in skeletal muscle. A progressive overexpression of the PDK4 gene was observed as well in the HMSG, HCHMSG, and HC groups (2.03 ± 3.097; 3.21 ± 2.94; 5.86 ± 2.54). CONCLUSIONS These findings suggest that T2DM can be induced by high-carbohydrate and high-MSG diets. However, the sole consumption of high MSG did not lead to the development of T2DM. Further research should focus on conducting long-term studies to fully comprehend the impact of a high MSG diet on individuals with pre-existing T2DM.
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Affiliation(s)
| | - Farizky Martriano Humardani
- Faculty of Medicine, University of Surabaya, Surabaya, 60292, Indonesia
- Magister in Biomedical Science Program, Faculty of Medicine, Faculty of Medicine Universitas Brawijaya, Malang, 65112, Indonesia
| | | | | | - Heru Wijono
- Faculty of Medicine, University of Surabaya, Surabaya, 60292, Indonesia
| | - Hikmawan Wahyu Sulistomo
- Magister in Biomedical Science Program, Faculty of Medicine, Faculty of Medicine Universitas Brawijaya, Malang, 65112, Indonesia
| | - Dini Kesuma
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Surabaya, Surabaya, 60292, Indonesia
| | - Risma Ikawaty
- Faculty of Medicine, University of Surabaya, Surabaya, 60292, Indonesia.
- , Raya Kali Rungkut Street, Surabaya, 60292, East Java, Indonesia.
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17
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Biavaschi M, Melchiors Morsch VM, Jacobi LF, Hoppen A, Bianchin N, Chitolina Schetinger MR. Predisposition to Type 2 Diabetes in Aspects of the Glycemic Curve and Glycated Hemoglobin in Healthy, Young Adults: A Cross-sectional Study. Can J Diabetes 2023; 47:587-593. [PMID: 37225120 DOI: 10.1016/j.jcjd.2023.05.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 05/10/2023] [Accepted: 05/16/2023] [Indexed: 05/26/2023]
Abstract
OBJECTIVES Our aim in this study was to identify predictors for diabetes among the characteristics of the glycemic curve and glycated hemoglobin (A1C) in healthy, young adults. METHODS We used a cross-sectional study to establish predictors for diabetes based on earlier studies and evaluated occurrence of the condition in 81 healthy, young adult subjects. These volunteers underwent analysis of fasting plasma glucose, oral glucose tolerance test plasma glucose, A1C, and inflammatory markers (leukocytes, monocytes, and C-reactive protein). The nonparametric Mann-Whitney U test, Fisher's exact test, chi-square test, Kruskal-Wallis test, and multiple-comparisons test were used to analyze the data. RESULTS We studied 2 age groups, homogeneous in terms of family history of diabetes: one group ranged in age from ≥18 to <28 years (median 20 years; body mass index [BMI] 24 kg/m2) and the other group ranged in age from ≥28 to <45 years (median 35 years; BMI 24 kg/m2). The older group had a higher incidence of predictors (p=0.0005) and was associated with the predictors 30-minute blood glucose ≥164 mg/dL (p=0.0190), 60-minute blood glucose ≥125 mg/dL (p=0.0346), and A1C ≥5.5% (p=0.0162), with a monophasic glycemic curve (p=0.007). The younger group was associated with the 2-hour plasma glucose predictor ≥140 mg/dL (p=0.014). All subjects had fasting glucose in the normal range. CONCLUSIONS Healthy, young adults may already have predictors of diabetes, identified mainly by aspects of the glycemic curve and A1C, but at more modest levels than those with prediabetes.
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Affiliation(s)
- Marcelo Biavaschi
- Department of Medical Clinic and Endocrinology, Federal University of Santa Maria, Rio Grande do Sul, Brazil.
| | - Vera Maria Melchiors Morsch
- Department of Biochemistry and Molecular Biology, Postgraduate Program in Biological Sciences: Toxicological Biochemistry, Federal University of Santa Maria, Rio Grande do Sul, Brazil
| | | | - Andressa Hoppen
- Faculty of Medicine, Federal University of Santa Maria, Rio Grande do Sul, Brazil
| | - Nathieli Bianchin
- Department of Biochemistry and Molecular Biology, Postgraduate Program in Biological Sciences: Toxicological Biochemistry, Federal University of Santa Maria, Rio Grande do Sul, Brazil
| | - Maria Rosa Chitolina Schetinger
- Department of Biochemistry and Molecular Biology, Postgraduate Program in Biological Sciences: Toxicological Biochemistry, Federal University of Santa Maria, Rio Grande do Sul, Brazil
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Jalleh RJ, Marathe CS, Trahair LG, Jones KL, Horowitz M. A Biphasic Glucose Response during an Oral Glucose Tolerance Test Is Associated with Greater Plasma Insulin and GLP-1 Responses and a Reduction in 1-Hour Glucose but Does Not Relate to the Rate of Gastric Emptying in Healthy, Older Adults. Nutrients 2023; 15:3889. [PMID: 37764673 PMCID: PMC10534830 DOI: 10.3390/nu15183889] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 08/29/2023] [Accepted: 08/31/2023] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND The pattern of the plasma glucose response curve during an oral glucose tolerance test (OGTT) is of prognostic significance with "biphasic" when compared with "monophasic" patterns being associated with greater insulin sensitivity/secretion and a reduced risk of progression to diabetes. The relationships of the glucose response curves with gastric emptying and incretin hormone secretion are not known. METHODS Thirty-six adults (age > 65 years) without known diabetes consumed a 300 mL drink containing 75 g glucose and 150 mg C13-acetate at baseline and follow-up after 5.8 ± 0.1 years. Plasma glucose, glucagon-like peptide-1 (GLP-1), glucose independent insulinotropic polypeptide (GIP) and insulin were measured, and participants classified according to the pattern of their glucose response. Gastric emptying was measured on breath samples (stable isotope breath test). RESULTS At baseline, 22 participants had a "monophasic" and 14 a "biphasic" glucose response. The 1 h plasma glucose response curve was greater and the GLP-1 AUC0-120 min and insulin secretion lower in the monophasic group. There were no differences in gastric emptying, GIP or insulin sensitivity. At the follow-up, the 1 h glucose response curve was greater again, while GLP-1 AUC0-120 min was lower in the monophasic group. CONCLUSIONS A biphasic curve is associated with a higher 60 min glucose response curve and increases in GLP-1, but no difference in either GIP or gastric emptying.
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Affiliation(s)
- Ryan J. Jalleh
- Centre of Research Excellence in Translating Nutritional Science to Good Health, Adelaide Medical School, The University of Adelaide, Adelaide, SA 5000, Australia
- Endocrine and Metabolic Unit, Royal Adelaide Hospital, Adelaide, SA 5000, Australia
- Endocrine and Diabetes Services, Northern Adelaide Local Health Network, Adelaide, SA 5112, Australia
| | - Chinmay S. Marathe
- Centre of Research Excellence in Translating Nutritional Science to Good Health, Adelaide Medical School, The University of Adelaide, Adelaide, SA 5000, Australia
- Endocrine and Metabolic Unit, Royal Adelaide Hospital, Adelaide, SA 5000, Australia
| | - Laurence G. Trahair
- Centre of Research Excellence in Translating Nutritional Science to Good Health, Adelaide Medical School, The University of Adelaide, Adelaide, SA 5000, Australia
- Endocrine and Metabolic Unit, Royal Adelaide Hospital, Adelaide, SA 5000, Australia
| | - Karen L Jones
- Centre of Research Excellence in Translating Nutritional Science to Good Health, Adelaide Medical School, The University of Adelaide, Adelaide, SA 5000, Australia
- Endocrine and Metabolic Unit, Royal Adelaide Hospital, Adelaide, SA 5000, Australia
| | - Michael Horowitz
- Centre of Research Excellence in Translating Nutritional Science to Good Health, Adelaide Medical School, The University of Adelaide, Adelaide, SA 5000, Australia
- Endocrine and Metabolic Unit, Royal Adelaide Hospital, Adelaide, SA 5000, Australia
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Ha J, Chung ST, Springer M, Kim JY, Chen P, Cree MG, Behn CD, Sumner AE, Arslanian S, Sherman AS. Estimating Insulin Sensitivity and Beta-Cell Function from the Oral Glucose Tolerance Test: Validation of a new Insulin Sensitivity and Secretion (ISS) Model. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.16.545377. [PMID: 37503271 PMCID: PMC10370185 DOI: 10.1101/2023.06.16.545377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
Efficient and accurate methods to estimate insulin sensitivity (SI) and beta-cell function (BCF) are of great importance for studying the pathogenesis and treatment effectiveness of type 2 diabetes. Many methods exist, ranging in input data and technical requirements. Oral glucose tolerance tests (OGTTs) are preferred because they are simpler and more physiological. However, current analytical methods for OGTT-derived SI and BCF also range in complexity; the oral minimal models require mathematical expertise for deconvolution and fitting differential equations, and simple algebraic models (e.g., Matsuda index, insulinogenic index) may produce unphysiological values. We developed a new ISS (Insulin Secretion and Sensitivity) model for clinical research that provides precise and accurate estimates of SI and BCF from a standard OGTT, focusing on effectiveness, ease of implementation, and pragmatism. The model was developed by fitting a pair of differential equations to glucose and insulin without need of deconvolution or C-peptide data. The model is derived from a published model for longitudinal simulation of T2D progression that represents glucose-insulin homeostasis, including post-challenge suppression of hepatic glucose production and first- and second-phase insulin secretion. The ISS model was evaluated in three diverse cohorts including individuals at high risk of prediabetes (adult women with a wide range of BMI and adolescents with obesity). The new model had strong correlation with gold-standard estimates from intravenous glucose tolerance tests and hyperinsulinemic-euglycemic clamp. The ISS model has broad clinical applicability among diverse populations because it balances performance, fidelity, and complexity to provide a reliable phenotype of T2D risk.
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Affiliation(s)
- Joon Ha
- Department of Mathematics, Howard University, Washington, DC
| | - Stephanie T. Chung
- Section on Pediatric Diabetes, Obesity, and Metabolism, Diabetes, Endocrinology, and Obesity Branch, National Institute of Diabetes, Digestive, and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - Max Springer
- Department of Mathematics, University of Maryland, College Park, MD
| | - Joon Young Kim
- Department of Exercise Science, David B. Falk College of Sport and Human Dynamics, Syracuse University, Syracuse, NY
| | | | - Melanie G. Cree
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Cecilia Diniz Behn
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO
- Department of Applied Mathematics and Statistics, Colorado School of Mines, Golden, Colorado
| | - Anne E. Sumner
- Intramural Research Program, National Institute on Minority Health and Health Disparities (NIMHD), National Institutes of Health, Bethesda, MD
- Section on Ethnicity and Health, Diabetes Endocrinology and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, Bethesda, MD
| | - Silva Arslanian
- Division of Pediatric Endocrinology, Metabolism and Diabetes Mellitus, Center for Pediatric Research in Obesity and Metabolism, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, PA
| | - Arthur S. Sherman
- Laboratory of Biological Modeling, National Institute of Diabetes, Digestive, and Kidney Diseases, National Institutes of Health, Bethesda, MD
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20
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Vidmar AP, Durazo-Arvizu R, Weigensberg MJ, Alderete TL, Goran MI. Rapid Decline in β-Cell Function and Increasing Adiposity Are Associated With Conversion to Type 2 Diabetes in At-Risk Latino Youth. Diabetes 2023; 72:735-745. [PMID: 36972018 PMCID: PMC10202769 DOI: 10.2337/db22-1034] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 03/22/2023] [Indexed: 04/16/2023]
Abstract
Youth-onset type 2 diabetes (T2D) is becoming increasingly prevalent, especially among Latino youth, and there is limited information on its pathophysiology and causative factors. Here, we describe findings from a longitudinal cohort study in 262 Latino children with overweight/obesity at risk of developing T2D with annual measures of oral and intravenous glucose tolerance (IVGTT), body composition, and fat distribution. Logistic binomial regression was used to identify significant predictors in those who developed T2D compared with matched control participants, and mixed-effects growth models were used to compare rates of change in metabolic versus adiposity measures between groups. Overall conversion rate to T2D at year 5 was 2% (n = 6). Rate of decline in disposition index (DI), measured with an IVGTT, over 5 years was three times higher in case patients (-341.7 units per year) compared with the extended cohort (-106.7 units per year) and 20 times higher compared with control participants (-15.2 units per year). Case patients had significantly higher annual increases in fasting glucose, hemoglobin A1c (HbA1c), waist circumference, and trunk fat, and there was an inverse correlation between rate of decline in DI and rates of increase in adiposity measures. T2D development in at-risk Latino youth is associated with a substantial and rapid decrease in DI that is directly correlated with increases in fasting glucose, HbA1c, and adiposity. ARTICLE HIGHLIGHTS Youth-onset type 2 diabetes is becoming increasingly prevalent, especially among Latino youth, and there is limited information on its pathophysiology and causative factors. Overall conversion rate to type 2 diabetes over 5 years was 2%. In youth who converted to type 2 diabetes, disposition index decreased rapidly by 85% compared with that in patients who did not convert during the study period. There was an inverse correlation between rate of decline in disposition index and rates of increase in various adiposity measures.
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Affiliation(s)
- Alaina P. Vidmar
- Division of Endocrinology, Department of Pediatrics, Saban Research Institute, Children’s Hospital Los Angeles, Los Angeles, CA
- Department of Pediatrics, Keck School of Medicine, Los Angeles, CA
| | - Ramon Durazo-Arvizu
- Southern California Clinical and Translational Science Institute Biostatistics Core, The Saban Research Institute, Children’s Hospital Los Angeles, Los Angeles, CA
| | - Marc J. Weigensberg
- Department of Pediatrics, University of Southern California, Los Angeles, CA
| | - Tanya L. Alderete
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO
| | - Michael I. Goran
- Division of Endocrinology, Department of Pediatrics, Saban Research Institute, Children’s Hospital Los Angeles, Los Angeles, CA
- Department of Pediatrics, Keck School of Medicine, Los Angeles, CA
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21
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Vejrazkova D, Vankova M, Lukasova P, Hill M, Vcelak J, Tura A, Chocholova D, Bendlova B. The Glycemic Curve during the Oral Glucose Tolerance Test: Is It Only Indicative of Glycoregulation? Biomedicines 2023; 11:biomedicines11051278. [PMID: 37238949 DOI: 10.3390/biomedicines11051278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 04/17/2023] [Accepted: 04/22/2023] [Indexed: 05/28/2023] Open
Abstract
The shape of the glycemic curve during the oral glucose tolerance test (OGTT), interpreted in the correct context, can predict impaired glucose homeostasis. Our aim was to reveal information inherent in the 3 h glycemic trajectory that is of physiological relevance concerning the disruption of glycoregulation and complications beyond, such as components of metabolic syndrome (MS). METHODS In 1262 subjects (1035 women, 227 men) with a wide range of glucose tolerance, glycemic curves were categorized into four groups: monophasic, biphasic, triphasic, and multiphasic. The groups were then monitored in terms of anthropometry, biochemistry, and timing of the glycemic peak. RESULTS Most curves were monophasic (50%), then triphasic (28%), biphasic (17.5%), and multiphasic (4.5%). Men had more biphasic curves than women (33 vs. 14%, respectively), while women had more triphasic curves than men (30 vs. 19%, respectively) (p < 0.01). Monophasic curves were more frequent in people with impaired glucose regulation and MS compared to bi-, tri-, and multiphasic ones. Peak delay was the most common in monophasic curves, in which it was also most strongly associated with the deterioration of glucose tolerance and other components of MS. CONCLUSION The shape of the glycemic curve is gender dependent. A monophasic curve is associated with an unfavorable metabolic profile, especially when combined with a delayed peak.
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Affiliation(s)
| | | | - Petra Lukasova
- Institute of Endocrinology, 110 00 Prague, Czech Republic
| | - Martin Hill
- Institute of Endocrinology, 110 00 Prague, Czech Republic
| | - Josef Vcelak
- Institute of Endocrinology, 110 00 Prague, Czech Republic
| | - Andrea Tura
- Institute of Neuroscience, National Research Council (CNR), 351 22 Padova, Italy
| | - Denisa Chocholova
- Faculty of Science, Charles University, 128 00 Prague, Czech Republic
| | - Bela Bendlova
- Institute of Endocrinology, 110 00 Prague, Czech Republic
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22
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Sadiya A, Jakapure V, Kumar V. Ethnic Variability in Glucose and Insulin Response to Rice Among Healthy Overweight Adults: A Randomized Cross-Over Study. Diabetes Metab Syndr Obes 2023; 16:993-1002. [PMID: 37063254 PMCID: PMC10101220 DOI: 10.2147/dmso.s404212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 03/10/2023] [Indexed: 04/18/2023] Open
Abstract
BACKGROUND The influence of ethnicity on postprandial glucose and insulin responses has been reported earlier and rice is a major contributor to the overall glycaemic load of Asian and Arab diets. This study aims to compare postprandial glycaemic and insulinaemic responses to rice among healthy overweight Asian, Arab and European participants. METHODS In a randomized crossover design, 47 healthy overweight participants (23 Asian, 16 Arab, and 8 European) consumed 75 grams of glucose beverage or ate 270 grams of cooked basmati rice (75 g of available carbohydrate) on two separate occasions, separated by a one 1-week washout period. Blood glucose and insulin levels were determined at fasting 0 (fasting), 30, 60, and 120 minutes and used to determine the incremental area under the curve (iAUC). RESULTS The three groups were matched on body mass index and gender. Although no differences were noted statistically in most clinical features, a wide range of variation was noted in age, systolic, diastolic blood pressure. The fasting blood glucose and insulin levels were highest among Asians, followed by Arabs and Europeans (p < 0.01). According to the HOMA-IR test and the Matsuda index, Asians have a higher insulin resistance than Arabs or Europeans when consuming a glucose beverage (p < 0.001) and rice (p < 0.01). Postprandial glucose and insulin responses to glucose beverage did not differ between ethnic groups (p = 0.28; p = 0.10). Based on an unadjusted regression model, European participants had significantly lower iAUC-glucose (p = 0.02) and iAUC-insulin (p = 0.01) after rice consumption than Asian participants. In the adjusted model, the difference between the two groups remained for iAUC-insulin (p = 0.04) but not for iAUC-glucose (p = 0.07). CONCLUSION Our study found that ethnic differences exist among healthy overweight adults in terms of insulin resistance, glycaemic response and insulinaemic response to rice. As a result of their high insulin resistance, Asian participants had a higher postprandial insulin spike than Europeans after eating rice. These findings could have substantial implications for nutrition recommendations based on ethnicity, particularly for Asians.
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Affiliation(s)
- Amena Sadiya
- Lifestyle Clinic, Rashid Centre for Diabetes and Research, Sheikh Khalifa Medical City Ajman, Ajman, United Arab Emirates
- Correspondence: Amena Sadiya, Rashid Centre for Diabetes and Research, Sheikh Khalifa Medical City Ajman, PO Box-5166, Ajman, United Arab Emirates, Email
| | - Vidya Jakapure
- Research Department, Sheikh Khalifa Medical City Ajman, Ajman, United Arab Emirates
| | - Vijay Kumar
- Laboratory, Sheikh Khalifa Medical City Ajman, Ajman, United Arab Emirates
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Garonzi C, Maguolo A, Maffeis C. Pros and Cons of Current Diagnostic Tools for Risk-Based Screening of Prediabetes and Type 2 Diabetes in Children and Adolescents with Overweight or Obesity. Horm Res Paediatr 2022; 96:356-365. [PMID: 36509067 DOI: 10.1159/000528342] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 11/18/2022] [Indexed: 12/14/2022] Open
Abstract
It is still a matter of debate which is the most suitable diagnostic test for risk-based screening of prediabetes and type 2 diabetes (T2D) in children and adolescents with overweight or obesity. This review highlighted benefits and pitfalls of currently recommended screening tools (fasting plasma glucose [FPG], oral glucose tolerance test [OGTT], glycated hemoglobin A1c [HbA1c]). The greatest advantage of OGTT is the ability to detect people with impaired glucose tolerance, a subcategory at high risk of developing both T2D and cardiovascular disease. Important disadvantages are low reproducibility and inconvenience. FPG measurement is more practical, as it needs only one blood draw, although both OGTT and FPG require fasting. The reliability of HbA1c as a screening tool has been questioned, especially in children and adolescents, but its undeniable convenience can lead to increased adherence to screening. In contrast, it can be altered by several nonglycemic factors. Importantly, none of these tests have been validated in the pediatric population. Alternative tests have been recently proposed, including new OGTT-derived biomarkers and additional nonfasting glycemic markers. In conclusion, when choosing the most suitable test in clinical practice, advantages and disadvantages should be considered, as well as the possibility of performing different tests at once.
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Affiliation(s)
- Chiara Garonzi
- Section of Pediatric Diabetes and Metabolism, Department of Surgery, Dentistry, Pediatrics, and Gynecology, University of Verona, Verona, Italy
| | - Alice Maguolo
- Section of Pediatric Diabetes and Metabolism, Department of Surgery, Dentistry, Pediatrics, and Gynecology, University of Verona, Verona, Italy
| | - Claudio Maffeis
- Section of Pediatric Diabetes and Metabolism, Department of Surgery, Dentistry, Pediatrics, and Gynecology, University of Verona, Verona, Italy
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No Indices of Increased Type 2 Diabetes Risk in Individuals with Reactive Postprandial Hypoglycemia. Metabolites 2022; 12:metabo12121232. [PMID: 36557270 PMCID: PMC9787184 DOI: 10.3390/metabo12121232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 11/27/2022] [Accepted: 12/06/2022] [Indexed: 12/13/2022] Open
Abstract
Reactive postprandial hypoglycemia (RPH) is an understudied condition that lacks clinical definition, knowledge of future health implications, and an understanding of precise underlying mechanisms. Therefore, our study aimed to assess the glycemic response after glucose ingestion in individuals several years after the initial evaluation of RPH and to compare glucose regulation in individuals with RPH vs. healthy volunteers. We assessed the inter- and intra-individual differences in glucose, insulin, and C-peptide concentrations during 5-h oral glucose tolerance tests (OGTTs); the surrogate markers of insulin resistance (HOMA-IR and Matsuda index); and beta-cell function (distribution index and insulinogenic index). The study included 29 subjects with RPH (all females, aged 39 (28, 46) years) and 11 sex-, age-, and body mass index (BMI)-matched controls. No biochemical deterioration of beta-cell secretory capacity and no progression to dysglycemia after 6.4 ± 4.2 years of follow-up were detected. RPH subjects were not insulin resistant, and their insulin sensitivity did not deteriorate. RPH subjects exhibited no differences in concentrations or in the shape of the glucose-insulin curves during the 5-h OGTTs compared to age- and BMI-matched controls. No increased incident type 2 diabetes risk indices were evident in individuals with RPH. This dictates the need for further research to investigate the magnitude of future diabetes risk in individuals experiencing RPH.
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25
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Szoke D, Robbiano C, Dolcini R, Montefusco L, Aiello GB, Caruso S, Ottolenghi A, Birindelli S, Panteghini M. Incidence and status of insulin secretion in pregnant women with flat plasma glucose profiles during oral glucose tolerance test. Clin Biochem 2022; 109-110:23-27. [PMID: 36041500 DOI: 10.1016/j.clinbiochem.2022.08.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 06/30/2022] [Accepted: 08/25/2022] [Indexed: 11/30/2022]
Abstract
OBJECTIVES Flat shaped glucose curves (FC) during oral glucose tolerance test (OGTT) in pregnant women (PW) are a not uncommon finding. We aimed to define the FC incidence in a large PW cohort and to describe the status of insulin and C-peptide secretion in women with FC when compared with a well-matched control group. METHODS 1050 PW performing OGTT for gestational diabetes screening were enrolled. An increase <6 % in plasma glucose (PG) during OGTT defined a FC. Serum samples for measuring insulin and C-peptide were also obtained. RESULTS 61 (5.8 %) women showed a FC. 60 of them, paired to a group of 60 no-FC women matched for age, body mass index and gestational age, were further investigated. C-peptide and insulin concentrations were significantly lower (P < 0.001) in FC in both 1-h and 2-h OGTT samples. When incremental area under the curves (AUC) normalized to PG were estimated, only AUCinsulin remained however significantly lower. The insulin sensitivity index was higher in FC. CONCLUSIONS PW with FC showed a hypersensitivity to insulin with normal β-cell function. Moreover, a delayed glucose absorption could be hypothesised because of the slight but continuously increasing shape of insulin curve found in FC group. Both phenomena could occur in parallel and contribute to FC.
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Affiliation(s)
- Dominika Szoke
- UOC Patologia Clinica, ASST Fatebenefratelli-Sacco, Milano, Italy.
| | | | - Roberta Dolcini
- UOC Patologia Clinica, ASST Fatebenefratelli-Sacco, Milano, Italy
| | - Laura Montefusco
- UOC Endocrinologia e Diabetologia, ASST Fatebenefratelli-Sacco, Milano, Italy
| | | | - Simone Caruso
- UOC Patologia Clinica, ASST Fatebenefratelli-Sacco, Milano, Italy
| | - Anna Ottolenghi
- UOC Patologia Clinica, ASST Fatebenefratelli-Sacco, Milano, Italy
| | - Sarah Birindelli
- UOC Patologia Clinica, ASST Fatebenefratelli-Sacco, Milano, Italy
| | - Mauro Panteghini
- UOC Patologia Clinica, ASST Fatebenefratelli-Sacco, Milano, Italy; Dipartimento di Scienze Biomediche e Cliniche "Luigi Sacco", Università degli Studi, Milano, Italy
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Liu AS, Fan ZH, Lu XJ, Wu YX, Zhao WQ, Lou XL, Hu JH, Peng XYH. The characteristics of postprandial glycemic response patterns to white rice and glucose in healthy adults: Identifying subgroups by clustering analysis. Front Nutr 2022; 9:977278. [PMID: 36386904 PMCID: PMC9659901 DOI: 10.3389/fnut.2022.977278] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 10/03/2022] [Indexed: 04/10/2024] Open
Abstract
OBJECTIVES Large interpersonal variability in postprandial glycemic response (PGR) to white rice has been reported, and differences in the PGR patterns during the oral glucose tolerance test (OGTT) have been documented. However, there is scant study on the PGR patterns of white rice. We examined the typical PGR patterns of white rice and glucose and the association between them. MATERIALS AND METHODS We analyzed the data of 3-h PGRs to white rice (WR) and glucose (G) of 114 normoglycemic female subjects of similar age, weight status, and same ethnic group. Diverse glycemic parameters, based on the discrete blood glucose values, were calculated over 120 and 180 min. K-means clustering based on glycemic parameters calculated over 180 min was applied to identify subgroups and representative PGR patterns. Principal factor analysis based on the parameters used in the cluster analysis was applied to characterize PGR patterns. Simple correspondence analysis was performed on the clustering categories of WR and G. RESULTS More distinct differences were found in glycemic parameters calculated over 180 min compared with that calculated over 120 min, especially in the negative area under the curve and Nadir. We identified four distinct PGR patterns to WR (WR1, WR2, WR3, and WR4) and G (G1, G2, G3, and G4), respectively. There were significant differences among the patterns regard to postprandial hyperglycemia, hypoglycemic, and glycemic variability. The WR1 clusters had significantly lower glycemic index (59 ± 19), while no difference was found among the glycemic index based on the other three clusters. Each given G subgroup presented multiple patterns of PGR to WR, especially in the largest G subgroup (G1), and in subgroup with the greatest glycemic variability (G3). CONCLUSION Multiple subgroups could be classified based on the PGR patterns to white rice and glucose even in seemingly homogeneous subjects. Extending the monitoring time to 180 min was conducive to more effective discrimination of PGR patterns. It may not be reliable to extrapolate the patterns of PGR to rice from that to glucose, suggesting a need of combining OGTT and meal tolerance test for individualized glycemic management.
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Affiliation(s)
- An-shu Liu
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Zhi-hong Fan
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
- Key Laboratory of Precision Nutrition and Food Quality, Department of Nutrition and Health, China Agricultural University, Beijing, China
| | - Xue-jiao Lu
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Yi-xue Wu
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Wen-qi Zhao
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Xin-ling Lou
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Jia-hui Hu
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Xi-yi-he Peng
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
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27
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Yang Y, Wang X, Yuan X, Zhu Q, Chen S, Xia D. Glucose-activatable insulin delivery with charge-conversional polyelectrolyte multilayers for diabetes care. Front Bioeng Biotechnol 2022; 10:996763. [PMID: 36246353 PMCID: PMC9557070 DOI: 10.3389/fbioe.2022.996763] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 09/06/2022] [Indexed: 11/24/2022] Open
Abstract
One of the most effective treatments for diabetes is to design a glucose-regulated insulin (INS) delivery system that could adjust the INS release time and rate to reduce diabetes-related complications. Here, mixed multiple layer-by-layer (mmLbL)-INS microspheres were developed for glucose-mediated INS release and an enhanced hypoglycemic effect for diabetes care. To achieve ultrafast glucose-activated INS release, glucose oxidase (GOx) was assembled with a positively charged polymer and modified on INS LbL. The mmLbL-INS microspheres were constructed with one, two, and four layers of the polyelectrolyte LbL assembly at a ratio of 1:1:1. Under hyperglycemia, GOx converts a change in the hyperglycemic environment to a pH stimulus, thus providing sufficient hydrogen ion. The accumulated hydrogen ion starts LbL charge shifting, and anionic polymers are converted to cationic polymers through hydrolytic cleavage of amine-functionalized side chains. The results of in vitro INS release suggested that glucose can modulate the mmLbL-INS microspheres in a pulsatile profile. In vivo studies validated that this formulation enhanced the hypoglycemic effect in STZ-induced diabetic rats within 2 h of subcutaneous administration and facilitated stabilization of blood glucose levels for up to 2 days. This glucose-activatable LbL microsphere system could serve as a powerful tool for constructing a precisely controlled release system.
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Affiliation(s)
- Yanguang Yang
- Department of Radiotherapy, Nantong Tumor Hospital, Tumor Hospital Affiliated to Nantong University, Nantong, China
| | - Xiangqian Wang
- Department of Radiotherapy, Nantong Tumor Hospital, Tumor Hospital Affiliated to Nantong University, Nantong, China
| | - Xiaopeng Yuan
- Department of Radiotherapy, Nantong Tumor Hospital, Tumor Hospital Affiliated to Nantong University, Nantong, China
| | - Qiwei Zhu
- Department of Radiotherapy, Nantong Tumor Hospital, Tumor Hospital Affiliated to Nantong University, Nantong, China
| | - Shusen Chen
- Department of Radiotherapy, Nantong Tumor Hospital, Tumor Hospital Affiliated to Nantong University, Nantong, China
| | - Donglin Xia
- School of Public Health, Nantong University, Nantong, China
- *Correspondence: Donglin Xia,
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Tricò D, McCollum S, Samuels S, Santoro N, Galderisi A, Groop L, Caprio S, Shabanova V. Mechanistic Insights Into the Heterogeneity of Glucose Response Classes in Youths With Obesity: A Latent Class Trajectory Approach. Diabetes Care 2022; 45:1841-1851. [PMID: 35766976 PMCID: PMC9346992 DOI: 10.2337/dc22-0110] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 05/03/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE In a large, multiethnic cohort of youths with obesity, we analyzed pathophysiological and genetic mechanisms underlying variations in plasma glucose responses to a 180 min oral glucose tolerance test (OGTT). RESEARCH DESIGN AND METHODS Latent class trajectory analysis was used to identify various glucose response profiles to a nine-point OGTT in 2,378 participants in the Yale Pathogenesis of Youth-Onset T2D study, of whom 1,190 had available TCF7L2 genotyping and 358 had multiple OGTTs over a 5 year follow-up. Insulin sensitivity, clearance, and β-cell function were estimated by glucose, insulin, and C-peptide modeling. RESULTS Four latent classes (1 to 4) were identified based on increasing areas under the curve for glucose. Participants in class 3 and 4 had the worst metabolic and genetic risk profiles, featuring impaired insulin sensitivity, clearance, and β-cell function. Model-predicted probability to be classified as class 1 and 4 increased across ages, while insulin sensitivity and clearance showed transient reductions and β-cell function progressively declined. Insulin sensitivity was the strongest determinant of class assignment at enrollment and of the longitudinal change from class 1 and 2 to higher classes. Transitions between classes 3 and 4 were explained only by changes in β-cell glucose sensitivity. CONCLUSIONS We identified four glucose response classes in youths with obesity with different genetic risk profiles and progressive impairment in insulin kinetics and action. Insulin sensitivity was the main determinant in the transition between lower and higher glucose classes across ages. In contrast, transitions between the two worst glucose classes were driven only by β-cell glucose sensitivity.
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Affiliation(s)
- Domenico Tricò
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Sarah McCollum
- Department of Pediatrics, Yale University School of Medicine, New Haven, CT
| | - Stephanie Samuels
- Department of Pediatrics, Yale University School of Medicine, New Haven, CT
| | - Nicola Santoro
- Department of Pediatrics, Yale University School of Medicine, New Haven, CT.,Department of Medicine and Health Sciences, "V. Tiberio" University of Molise, Campobasso, Italy
| | - Alfonso Galderisi
- Pediatric Endocrinology, Hôpital Necker-Enfants Malades, Paris, France
| | - Leif Groop
- Department of Clinical Sciences, Genomics, Diabetes and Endocrinology, Lund University, Malmö, Sweden
| | - Sonia Caprio
- Department of Pediatrics, Yale University School of Medicine, New Haven, CT
| | - Veronika Shabanova
- Department of Pediatrics, Yale University School of Medicine, New Haven, CT
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Gebara NY, Kim JY, Bacha F, Lee S, Arslanian S. Metabolic inflexibility in youth with obesity: Is it a feature of obesity or distinctive of youth who are metabolically unhealthy? Clin Obes 2022; 12:e12501. [PMID: 34851557 PMCID: PMC8904284 DOI: 10.1111/cob.12501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 10/26/2021] [Accepted: 11/17/2021] [Indexed: 11/28/2022]
Abstract
Individuals with obesity have metabolic inflexibility with diminished fasting fat oxidation and blunted increase in respiratory quotient (RQ) in insulin-stimulated states. However, it is unclear if metabolic inflexibility is a characteristic of obesity per se or is unique to youth who have metabolically unhealthy obesity (MUO) compared with metabolically healthy obesity (MHO). We investigated metabolic flexibility in youth with MUO, MHO and normal weight (NW) and compared their metabolic characteristics. Youth (n = 188) were divided, based on cut-off points for in vivo insulin sensitivity (IS) of adolescents with NW, into 137 with MUO and 51 with MHO. Fasting hepatic IS (HIS) from hepatic glucose production by [6,6-2 H2 ]glucose, adipose tissue IS (ATIS) from whole-body lipolysis by [2 H5 ]glycerol, RQ (indirect calorimetry) during fasting and a hyperinsulinemic (80 mU/m2 /min)-euglycemic clamp were measured. Youth with MUO versus MHO had blunted ΔRQ (p = .035) and lower HIS and ATIS (both p < .0001), while ΔRQ, HIS and ATIS were not different between youth with MHO and NW. In a pair-matched sub-analyses of 30 MUO and 30 MHO the results were similar to the total cohort. Metabolic inflexibility, does not appear to be a feature of obesity per se rather distinctive of youth with MUO, who also have worse HIS and ATIS compared with youth with MHO.
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Affiliation(s)
- Nour Y. Gebara
- Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Joon Young Kim
- Department of Exercise Science, David B. Falk College of Sport and Human Dynamics, Syracuse University, Syracuse, New York
| | - Fida Bacha
- Children's Nutrition Research Center, Baylor College of Medicine, Houston, Texas
| | - SoJung Lee
- Division of Sports Medicine, Graduate School of Physical Education, Kyung Hee University, Yongin, Republic of Korea
| | - Silva Arslanian
- Center for Pediatric Research in Obesity and Metabolism, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, Pennsylvania
- Division of Pediatric Endocrinology, Metabolism and Diabetes Mellitus, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, Pennsylvania
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De Sanctis V, Soliman AT, Daar S, Tzoulis P, Di Maio S, Kattamis C. Oral glucose tolerance test: Ηow to maximize its diagnostic value in children and adolescents. ACTA BIO-MEDICA : ATENEI PARMENSIS 2022; 93:e2022318. [PMID: 36300215 PMCID: PMC9686143 DOI: 10.23750/abm.v93i5.13615] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 08/24/2022] [Indexed: 01/25/2023]
Abstract
BACKGROUND Recently, the validity of the oral glucose tolerance test (OGTT) as a gold-standard test for the diagnosis of glucose dysregulation (GD) has been questioned due to the pre-analytical, analytical, and post-analytical variables which can potentially affect its reproducibility and accuracy. AIMS In this short update, the many variables that affect the reproducibility and accuracy of the OGTT are described and discussed aiming to enhance its diagnostic value in clinical practice. SEARCH STRATEGY A systematic search was implemented in June 2022, using Scopus, PubMed, Embase and Google Scholar focusing on OGTT relevant papers published in the last 10 years. Moreover, the reference lists of these articles were checked for additional pertinent studies. The research and selection of articles was also supported by the long-term authors' experience in the use of OGTT for the diagnosis of GD in children and adolescents. CONCLUSION The complexity of diagnosing GD presupposes that clinicians have specific knowledge and experience to perform rigorous assessment of glucose metabolism. It is worth mentioning that during OGTT, subjects with glucose levels close to the cut-off values proposed by WHO (World Health Organization)/ADA (American Diabetes Association) require careful evaluation in order to avoid misclassification and unnecessary interventions. For this reason, ADA recommends a second test to confirm the diagnosis of diabetes.
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Affiliation(s)
- Vincenzo De Sanctis
- Pediatric and Adolescent Outpatient Clinic, Quisisana Hospital, Ferrara, Italy
| | - Ashraf T. Soliman
- Pediatrics and Endocrinology Department of Pediatrics, Hamad Medical Center, Doha, Qatar
| | - Shahina Daar
- Department of Haematology, College of Medicine and Health Sciences, Sultan Qaboos University, Sultanate of Oman
| | - Ploutarchos Tzoulis
- Department of Diabetes and Endocrinology, Whittington Hospital, University College London, London, N19 5NF UK
| | - Salvatore Di Maio
- Emeritus Director in Pediatrics, Children’s Hospital “Santobono-Pausilipon”, Naples, Italy
| | - Christos Kattamis
- First Department of Pediatrics, Aghia Sophia Children Hospital, National Kapodistrian University of Athens, Athens, Greece
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Rahman A, Ibrahim M, Siddiqui JI, Ansari SA, Ahmad S. Metabolomic profiling and antidiabetic potential of Rumex vesicarius seed extract in high-fat diet and streptozotocin-induced diabeticrat. BRAZ J PHARM SCI 2022. [DOI: 10.1590/s2175-97902022e21032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
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Liu KF, Niu CS, Tsai JC, Yang CL, Peng WH, Niu HS. Comparison of area under the curve in various models of diabetic rats receiving chronic medication. Arch Med Sci 2022; 18:1078-1087. [PMID: 35832712 PMCID: PMC9266878 DOI: 10.5114/aoms.2019.91471] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 11/01/2019] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION The oral glucose tolerance test (OGTT) is widely used as a diagnostic tool for impaired glucose tolerance (IGT) in clinical settings and animal experiments. The area under the curve (AUC) is then developed to quantify the total increase in blood glucose during the OGTT. Similarly, attenuation of the increased AUC indicates the improvement of IGT in animals. Variations in fasting plasma glucose between individuals stimulate the development of incremental area under the curve (iAUC). However, the iAUC determined from subtracting the baseline value of fasting plasma glucose (similar to ΔAUC) has been challenged as problematic without evidence. MATERIAL AND METHODS We developed four different diabetic animal models. In each model, rats were treated with metformin, dapagliflozin, and insulin respectively for 1 week. OGTTs were performed after 7 days of the drug treatment. The acute blood glucose changes induced by one-time treatment of drugs were also compared. RESULTS After a daily application of each drug at an effective dose for 7 days, results indicated potency in the following order: insulin > dapagliflozin > metformin. This was determined by calculation using the AUC in all diabetic models. However, the order changed when using the calculation with iAUC. Additionally, signals were changed before the OGTT in each model that received repeated treatment of each drug. Notably, drug potency was shown to be the same in OGTT calculated from iAUC and AUC in diabetic rats receiving acute treatment. CONCLUSIONS iAUC seems unsuitable for application in cases where subjects are receiving chronic medication(s).
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Affiliation(s)
- Keng-Fan Liu
- School of Chinese Pharmaceutical Sciences and Chinese Medicine Resources, China Medical University, Taichung, Taiwan
| | - Chiang-Shan Niu
- Department of Nursing, Tzu Chi University of Science and Technology, Hualien, Taiwan
| | - Jen-Chieh Tsai
- Department of Medicinal Botanicals and Health Applications, Da-Yeh University, Chunghua, Taiwan
| | - Chao-Lin Yang
- College of Biopharmaceutical and Food Sciences, China Medical University, Taichung, Taiwan
| | - Wen-Huang Peng
- School of Chinese Pharmaceutical Sciences and Chinese Medicine Resources, China Medical University, Taichung, Taiwan
| | - Ho-Shan Niu
- Department of Nursing, Tzu Chi University of Science and Technology, Hualien, Taiwan
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Zhang D, Wen Z, Jiang T, Sun Y. The incessant increase curve during oral glucose tolerance tests in Chinese adults with type 2 diabetes and its association with gut hormone levels. Peptides 2021; 143:170595. [PMID: 34116121 DOI: 10.1016/j.peptides.2021.170595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Revised: 05/28/2021] [Accepted: 06/03/2021] [Indexed: 11/20/2022]
Abstract
Glucose curve shapes during oral glucose tolerance tests (OGTTs) are mainly classified as incessant increase, monophasic and biphasic. Youth with an incessant increase curve have worse β-cell function. The aim of this paper was to investigate the incessant increase curve in Chinese adults with type 2 diabetes (T2DM), and its association with β-cell function and gut hormone levels. Eighty-nine Chinese patients (59 males and 30 females) were included in this study with a mean age of 50.56 ± 16.00 years. They were all recently diagnosed with T2DM and underwent 180-min OGTTs. Data on demographics, β-cell function, and insulin sensitivity were also collected. Gut hormones, including glucagon-like peptide-1 (GLP-1), glucose-dependent insulinotropic polypeptide (GIP), and ghrelin, were also detected during the OGTT. A total of 39.3 % of subjects had an incessant increase in the glucose response curve, while 59.6 % had a monophasic curve. Because only one curve was classified as biphasic, patients with a biphasic curve were omitted from further research. Lower plasma C-peptide, HOMA2-β, area under the curve (AUC) of C-peptide, and ratio of AUC of insulin to AUC of glucose were found in patients with incessant increase curves compared to those with monophasic curves (P < 0.05). Higher glycated hemoglobin (HbA1c) was found in subjects with an incessant increase curve (P < 0.05). Importantly, fasting plasma ghrelin was lower and incremental ghrelin at 120 min was higher in the incessant increase group (P < 0.05), irrespective of age, sex, body mass index (BMI), fasting glucose, and fasting insulin. Time to peak is also a parameter of the OGTT curve shape. In the late-peak group, GLP-1 at 120 min and the AUC of GLP-1 were elevated compared with those in the early-peak group (P < 0.05). In Chinese adults with T2DM, the incessant increase in OGTT shape indicated impaired insulin secretion. Lower fasting ghrelin and absence of ghrelin drops after glucose load may be associated with the incessant increase OGTT shape. In addition, compensatory elevated GLP-1 dose not prevent peak delay in the OGTT curve. Gut hormones may have an effect on OGTT shapes in T2DM adults.
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Affiliation(s)
- Dongxue Zhang
- Department of Endocrinology, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
| | - Zhen Wen
- Department of Endocrinology, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
| | - Tao Jiang
- Department of Endocrinology, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China.
| | - Yuyan Sun
- Department of Endocrinology, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
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34
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Utzschneider KM, Younes N, Rasouli N, Barzilay JI, Banerji MA, Cohen RM, Gonzalez EV, Ismail-Beigi F, Mather KJ, Raskin P, Wexler DJ, Lachin JM, Kahn SE. Shape of the OGTT glucose response curve: relationship with β-cell function and differences by sex, race, and BMI in adults with early type 2 diabetes treated with metformin. BMJ Open Diabetes Res Care 2021; 9:e002264. [PMID: 34531242 PMCID: PMC8449940 DOI: 10.1136/bmjdrc-2021-002264] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 08/17/2021] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION The shape of the glucose curve during an oral glucose tolerance test (OGTT) reflects β-cell function in populations without diabetes but has not been as well studied in those with diabetes. A monophasic shape has been associated with higher risk of diabetes, while a biphasic pattern has been associated with lower risk. We sought to determine if phenotypic or metabolic characteristics were associated with glucose response curve shape in adults with type 2 diabetes treated with metformin alone. RESEARCH DESIGN AND METHODS This is a cross-sectional analysis of 3108 metformin-treated adults with type 2 diabetes diagnosed <10 years who underwent 2-hour 75 g OGTT at baseline as part of the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE). Insulin sensitivity (homeostasis model of insulin sensitivity, HOMA2-S) and β-cell function (early, late, and total incremental insulin and C peptide responses adjusted for HOMA2-S) were calculated. Glucose curve shape was classified as monophasic, biphasic, or continuous rise. RESULTS The monophasic profile was the most common (67.8% monophasic, 5.5% biphasic, 26.7% continuous rise). The monophasic subgroup was younger, more likely male and white, and had higher body mass index (BMI), while the continuous rise subgroup was more likely female and African American/black. HOMA2-S and fasting glucose did not differ among the subgroups. The biphasic subgroup had the highest early, late, and total insulin and C peptide responses (all p<0.05 vs monophasic and continuous rise). Compared with the monophasic subgroup, the continuous rise subgroup had similar early insulin (p=0.3) and C peptide (p=0.6) responses but lower late insulin (p<0.001) and total insulin (p=0.008) and C peptide (p<0.001) responses. CONCLUSIONS Based on the large multiethnic GRADE cohort, sex, race, age, and BMI were found to be important determinants of the shape of the glucose response curve. A pattern of a continuously rising glucose at 2 hours reflected reduced β-cell function and may portend increased glycemic failure rates. TRIAL REGISTRATION NUMBER NCT01794143.
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Affiliation(s)
- Kristina M Utzschneider
- Research and Development, VA Puget Sound Health Care System Seattle Division, Seattle, Washington, USA
- Division of Metabolism, Endocrinology and Nutrition, University of Washington, Seattle, Washington, USA
| | - Naji Younes
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, Maryland, USA
| | - Neda Rasouli
- Endocrinology, Metabolism and Diabetes, University of Colorado Denver School of Medicine, Aurora, Colorado, USA
- Endocrinology, VA Eastern Colorado Health Care System, Denver, Colorado, USA
| | | | - Mary Ann Banerji
- Diabetes Treatment Center, SUNY Downstate Medical Center, New York City, New York, USA
| | - Robert M Cohen
- Division of Endocrinology, Metabolism, University of Cincinnati, Cincinnati, Ohio, USA
- Cincinnati VA Medical Center, Cincinnati, Ohio, USA
| | | | - Faramarz Ismail-Beigi
- Departments of Medicine and Biochemistry, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio, USA
| | - Kieren J Mather
- Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Philip Raskin
- Internal Medicine Department, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Deborah J Wexler
- Diabetes Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - John M Lachin
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, Maryland, USA
| | - Steven E Kahn
- Research and Development, VA Puget Sound Health Care System Seattle Division, Seattle, Washington, USA
- Division of Metabolism, Endocrinology and Nutrition, University of Washington, Seattle, Washington, USA
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Calderón-Hernández MF, Altamirano-Bustamante NF, Revilla-Monsalve C, Mosquera-Andrade MB, Altamirano-Bustamante MM. What can we learn from β-cell failure biomarker application in diabetes in childhood? A systematic review. World J Diabetes 2021; 12:1325-1362. [PMID: 34512897 PMCID: PMC8394223 DOI: 10.4239/wjd.v12.i8.1325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 04/12/2021] [Accepted: 07/06/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The prevalence of diabetes as a catastrophic disease in childhood is growing in the world. The search for novel biomarkers of β-cell failure has been an elusive task because it requires several clinical and biochemical measurements in order to integrate the risk of metabolic syndrome.
AIM To determine which biomarkers are currently used to identify β-cell failure among children and adolescents with high risk factors for diabetes mellitus.
METHODS This systematic review was carried out using a modified version of the PICO protocol (Participants/Intervention/Comparison/Outcome). Once our research question was established, terms were individually researched on three different databases (PubMed, BIREME and Web of Science). The total articles obtained underwent a selection process from which the 78 most relevant articles were retrieved to undergo further analysis. They were assessed individually according to quality criteria.
RESULTS First, we made the classification of the β-cell-failure biomarkers by the target tissue and the evolution of the disease, separating the biomarkers in relation to the types of diabetes. Second, we demonstrated that most biomarkers currently used as early signs of β-cell failure are those that concern local or systemic inflammation processes and oxidative stress as well as those related to endothelial dysfunction processes. Third, we explored the novelties of diabetes as a protein conformational disease and the novel biomarker called real human islet amyloid polypeptide amyloid oligomers. Finally, we ended with a discussion about the best practice of validation and individual control of using different types of biomarkers in type 1 and type 2 diabetes in order to assess the role they play in the progress of diabetes in childhood.
CONCLUSION This review makes widely evident that most biomarkers currently used as early signs of β-cell failure are those that concern local or systemic inflammation processes and oxidative stress as well as those related to endothelial dysfunction processes. Landing in the clinical practice we propose that real human islet amyloid polypeptide amyloid oligomers is good for identifying patients with β-cell damage and potentially could substitute many biomarkers.
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Affiliation(s)
- María F Calderón-Hernández
- Unidad de Investigación en Enfermedades Metabólicas, Centro Médico Nacional Siglo XXI, IMSS, Mexico 06720, Mexico
| | | | - Cristina Revilla-Monsalve
- Unidad de Investigación en Enfermedades Metabólicas, Centro Médico Nacional Siglo XXI, IMSS, Mexico 06720, Mexico
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Ibrahim M, Parveen B, Zahiruddin S, Gautam G, Parveen R, Khan MA, Gupta A, Ahmad S. Analysis of polyphenols in Aegle marmelos leaf and ameliorative efficacy against diabetic mice through restoration of antioxidant and anti-inflammatory status. J Food Biochem 2021; 46:e13852. [PMID: 34250628 DOI: 10.1111/jfbc.13852] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 06/18/2021] [Accepted: 06/20/2021] [Indexed: 11/28/2022]
Abstract
The biomedical survey reports edible plant Aegle marmelos has been utilized for centuries by tribal communities in India as a dietary supplement for the management of diabetes. Herein, we have investigated cytotoxicity, cytoprotective and antidiabetic activity of characterized alkaloid-free hydroalcoholic extract of A. marmelos (AFEAM; 200 and 400 mg/kg). Identification of polyphenols and quantification of major compounds were done using UPLC-MS and HPTLC, respectively. AFEAM showed good cytocompatibility and cytoprotective potential against oxidative stress induced by hyperglycemia in HepG2 cells. The AFEAM intake had significantly ameliorated the serum blood glucose level, state of dyslipidemia, level of pro-inflammatory markers (tumor necrosis factor-α, interleukin-6, and interleukin-1β), and antioxidant (superoxide dismutase, catalase, glutathione peroxidase, and malondialdehyde) status in diabetic mice. Histological examination of the treated groups showed amelioration of damaged pancreas, liver, and kidney tissues. Conclusively, AFEAM intake might be promising dietary supplements for prediabetics as well as an adjuvant to modern treatment in diabetics. PRACTICAL APPLICATIONS: Different reports have been published on Aegle marmelos but as per our understanding till date, no study has been reported on the amelioration of diabetes due to alkaloid free hydroalcoholic extract of A. marmelos /polyphenolic content in the animal model. The result of this study indicated that A. marmelos supplementation effectively ameliorates diabetes through the restoration of antioxidant and anti-inflammatory status. This study has collated sufficient scientific evidence for the dietary application of A. marmelos in society especially for prediabetics, however, it can also be used as an adjuvant to modern treatments in diabetics.
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Affiliation(s)
- Mohammad Ibrahim
- Bioactive Natural Product Laboratory, SPER, Jamia Hamdard, New Delhi, India.,Department of Pharmacology, SPER, Jamia Hamdard, New Delhi, India
| | - Bushra Parveen
- Bioactive Natural Product Laboratory, SPER, Jamia Hamdard, New Delhi, India.,Department of Pharmacology, SPER, Jamia Hamdard, New Delhi, India
| | - Sultan Zahiruddin
- Bioactive Natural Product Laboratory, SPER, Jamia Hamdard, New Delhi, India
| | - Gaurav Gautam
- Bioactive Natural Product Laboratory, SPER, Jamia Hamdard, New Delhi, India
| | - Rabea Parveen
- Bioactive Natural Product Laboratory, SPER, Jamia Hamdard, New Delhi, India.,Department of Biosciences, Jamia Millia Islamia, New Delhi, India
| | | | - Arun Gupta
- Department of Medical Affairs and Clinical Research, Dabur India Limited, Ghaziabad, India
| | - Sayeed Ahmad
- Bioactive Natural Product Laboratory, SPER, Jamia Hamdard, New Delhi, India
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37
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Kim JY, Tfayli H, Bacha F, Arslanian S. The Shape of the Oral Glucose Tolerance Test-Glucose Response Curve in Islet Cell Antibody-Positive vs. -Negative Obese Youth Clinically Diagnosed with Type 2 Diabetes. J Obes Metab Syndr 2021; 30:178-183. [PMID: 34059560 PMCID: PMC8277592 DOI: 10.7570/jomes20088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 03/17/2021] [Accepted: 03/26/2021] [Indexed: 11/02/2022] Open
Abstract
Background The oral glucose tolerance test (OGTT)-glucose response curves (GRCs; incessant increase, monophasic, and biphasic) reflect insulin sensitivity and β-cell function, being worse in the former and superior in the latter. Here, we examined if the OGTT-GRC pattern is worse in obese antibody (glutamic acid decarboxylase 65-kDa [GAD65] and insulinoma-associated protein-2 [IA-2])-positive (Ab+) vs. -negative (Ab-) youth clinically diagnosed with type 2 diabetes (CDX-T2D). Methods Forty-seven obese youth, 15 Ab+ and 32 Ab-, were divided into three OGTT-GRC groups: incessant increase, monophasic, and biphasic. The prevalence of OGTT-GRC, clamp-measured insulin sensitivity, and β-cell function was compared. Results Incessant increase OGTT-GRC is the most frequent curve type and is three-fold higher in Ab+ vs. Ab- youth CDX-T2D. In Ab+ youth, there was up to 40% lower second-phase insulin secretion in the incessant increase group vs. the other two groups combined (monophasic and biphasic). In Ab- youth, while first- and second-phase insulin secretion was significantly lower in the incessant increase vs. the other two groups combined, overall β-cell function was less impaired than in Ab+ youth. In neither Ab- or Ab+ youth was OGTT-GRC related to hepatic or peripheral insulin sensitivity. Conclusion Severe insulin deficiency, a characteristic of type 1 diabetes, seems to be related to higher prevalence of incessant increase in Ab+ vs. Ab- obese youth.
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Affiliation(s)
- Joon Young Kim
- Department of Exercise Science, David B. Falk College of Sport and Human Dynamics, Syracuse University, Syracuse, New York, NY, USA
| | - Hala Tfayli
- Department of Pediatrics and Adolescent Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Fida Bacha
- Children's Nutrition Research Center, Baylor College of Medicine, Houston, TX, USA
| | - Silva Arslanian
- Center for Pediatric Research in Obesity and Metabolism, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, USA.,Division of Pediatric Endocrinology, Metabolism and Diabetes Mellitus, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, USA
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38
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Kuo FY, Cheng KC, Li Y, Cheng JT. Oral glucose tolerance test in diabetes, the old method revisited. World J Diabetes 2021; 12:786-793. [PMID: 34168728 PMCID: PMC8192259 DOI: 10.4239/wjd.v12.i6.786] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 02/24/2021] [Accepted: 05/19/2021] [Indexed: 02/06/2023] Open
Abstract
The oral glucose tolerance test (OGTT) has been widely used both in clinics and in basic research for a long time. It is applied to diagnose impaired glucose tolerance and/or type 2 diabetes mellitus in individuals. Additionally, it has been employed in research to investigate glucose utilization and insulin sensitivity in animals. The main aim of each was quite different, and the details are also somewhat varied. However, the time or duration of the OGTT was the same, using the 2-h post-glucose load glycemia in both, following the suggestions of the American Diabetes Association. Recently, the use of 30-min or 1-h post-glucose load glycemia in clinical practice has been recommended by several studies. In this review article, we describe this new view and suggest perspectives for the OGTT. Additionally, quantification of the glucose curve in basic research is also discussed. Unlike in clinical practice, the incremental area under the curve is not suitable for use in the studies involving animals receiving repeated treatments or chronic treatment. We discuss the potential mechanisms in detail. Moreover, variations between bench and bedside in the application of the OGTT are introduced. Finally, the newly identified method for the OGTT must achieve a recommendation from the American Diabetes Association or another official unit soon. In conclusion, we summarize the recent reports regarding the OGTT and add some of our own perspectives, including machine learning and others.
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Affiliation(s)
- Feng Yu Kuo
- Cardiovascular Center, Veterans General Hospital, Kaohsiung 82445, Taiwan
| | - Kai-Chun Cheng
- Department of Pharmacy, College of Pharmacy and Health Care, Tajen University, Pingtung 90741, Taiwan
- Pharmacological Department of Herbal Medicine and Department of Psychosomatic Internal Medicine, Graduate School of Medical and Dental Sciences, Kagoshima University, Kagoshima 890-8544, Japan
| | - Yingxiao Li
- Department of Nursing, Tzu Chi University of Science and Technology, Hualien 973302, Taiwan
| | - Juei-Tang Cheng
- Department of Medical Research, Chi-Mei Medical Center, Tainan 71004, Taiwan
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La Grasta Sabolić L, Šepec MP, Cigrovski Berković M, Stipančić G. Time to the Peak, Shape of the Curve and Combination of These Glucose Response Characteristics During Oral Glucose Tolerance Test as Indicators of Early Beta-cell Dysfunction in Obese Adolescents. J Clin Res Pediatr Endocrinol 2021; 13:160-169. [PMID: 33006553 PMCID: PMC8186335 DOI: 10.4274/jcrpe.galenos.2020.2020.0142] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 09/29/2020] [Indexed: 12/01/2022] Open
Abstract
OBJECTIVE Characteristics of the glucose response during oral glucose tolerance test (OGTT) may reflect differences in insulin secretion and action. The aim was to examine whether timing of the glucose peak, shape of the glucose curve and their combination could be indicators of beta-cell dysfunction in obese/severely obese adolescents with normal glucose tolerance (NGT). METHODS Data from 246 obese/severely obese adolescents who completed OGTT were reviewed. Out of 184 adolescents with NGT, 174 could be further classified into groups based on timing of the glucose peak (early/30 minutes vs late/≥60 minutes) and shape of the glucose curve (monophasic vs biphasic). Groups were compared with respect to insulin sensitivity (whole body insulin sensitivity index - WBISI), early-phase insulin secretion (insulinogenic index - IGI) and beta-cell function relative to insulin sensitivity (oral disposition index - oDI). RESULTS Late glucose peak (p=0.004) and monophasic glucose curve (p=0.001) were both associated with lower oDI after adjustment for age, sex, puberty stage and body mass index z-score. Among obese/severely obese adolescents with NGT, those with coexistent late glucose peak and monophasic glucose curve had lower oDI than those with early glucose peak and biphasic glucose curve (p=0.002). Moreover, a combination of late glucose peak and monophasic glucose curve was the most powerful predictor of the lowest oDI quartile [odds ratio (OR): 11.68, 95% confidence interval: 3.048-44.755, p<0.001]. CONCLUSION Late timing of the glucose peak, monophasic shape of the glucose curve and, in particular, a combination of those characteristics during OGTT may indicate early beta-cell dysfunction in obese/severely obese adolescents with NGT.
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Affiliation(s)
- Lavinia La Grasta Sabolić
- University Hospital Center Sestre Milosrdnice, Department of Pediatric Endocrinology, Diabetes and Metabolism, Zagreb, Croatia
| | - Marija Požgaj Šepec
- University Hospital Center Sestre Milosrdnice, Department of Pediatric Endocrinology, Diabetes and Metabolism, Zagreb, Croatia
| | - Maja Cigrovski Berković
- Clinical Hospital Dubrava, Department of Endocrinology, Diabetes, Metabolism and Clinical Pharmacology, Zagreb, Croatia
- University Osijek, Faculty of Medicine, Department of Pharmacology, Osijek, Croatia
| | - Gordana Stipančić
- University Hospital Center Sestre Milosrdnice, Department of Pediatric Endocrinology, Diabetes and Metabolism, Zagreb, Croatia
- University of Zagreb, School of Dental Medicine, Zagreb, Croatia
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Hoffman RP, Copenhaver MM, Zhou D, Yu CY. Oral glucose tolerance response curve predicts disposition index but not other cardiometabolic risk factors in healthy adolescents. J Pediatr Endocrinol Metab 2021; 34:599-605. [PMID: 33818037 DOI: 10.1515/jpem-2020-0619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 01/10/2021] [Indexed: 11/15/2022]
Abstract
OBJECTIVES In obese adults the shape of the glucose response curve during an oral glucose tolerance test (OGTT) predicts future type 2 diabetes. Patients with an incessant increase or monophasic curves have increased risk compared to those with biphasic curves. Since type 2 diabetes is associated with increased cardiometabolic risk, we studied whether differences in OGTT response curve are associated with differences in cardiometabolic risk factors in healthy adolescents across a wide body mass index (BMI) range. METHODS Sixty-nine (33F/36M), white adolescents (age: 15.2 ± 1.7 years; BMI: 21.5 ± 4.7 kg/m2; mean ± SD) were studied. Risk factors measured included percent body fat, blood pressure, lipids, augmentation index, reactive hyperemia, endothelin 1, plasminogen activator 1, inflammatory markers (interleukin 6, c-reactive protein), insulin secretion, insulin sensitivity (Matusda index), and disposition index (DI). RESULTS Thirty-two subjects had biphasic responses; 35 subjects had monophasic responses and two females had incessant increases. Sex did not affect the frequency of responses. Glucose area under the curve during OGTT was greater in those with a mono vs. biphasic curves (p=0.01). Disposition index was markedly lower in subjects with a monophasic curve than in those with a biphasic curve (3.6 [2.3-5.0] vs. 5.8 [3.8-7.6], median [25th, 75th%] p=0.003). Triglyceride to high-density lipoprotein cholesterol (HDL) ratio was higher in subjects with a monophasic curve (p=0.046). CONCLUSIONS The decreased disposition index indicates that in healthy adolescents a monophasic response to OGTT is due to decreased insulin secretion relative to the degree of insulin resistance present. This was not associated with differences in most other cardiometabolic risk markers. TRIAL REGISTRATION Clinical Trials.gov, NCT02821104.
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Affiliation(s)
- Robert P Hoffman
- Division of Endocrinology, Nationwide Children's Hospital, Department of Pediatrics, The Ohio State University College of Medicine, Columbus, USA
| | - Melanie M Copenhaver
- Division of Emergency Medicine, Nationwide Children's Hospital, Department of Pediatrics, The Ohio State University College of Medicine, Columbus, USA
| | - Danlei Zhou
- Center for Microbial Pathogenesis, The Research Institute at Nationwide Children's Hospital, Department of Pediatrics, The Ohio State University College of Medicine, Columbus, USA
| | - Chack-Yung Yu
- Center for Microbial Pathogenesis, The Research Institute at Nationwide Children's Hospital, Department of Pediatrics, The Ohio State University College of Medicine, Columbus, USA
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Arslanian SA, El Ghormli L, Kim JY, Tjaden AH, Barengolts E, Caprio S, Hannon TS, Mather KJ, Nadeau KJ, Utzschneider KM, Kahn SE. OGTT Glucose Response Curves, Insulin Sensitivity, and β-Cell Function in RISE: Comparison Between Youth and Adults at Randomization and in Response to Interventions to Preserve β-Cell Function. Diabetes Care 2021; 44:817-825. [PMID: 33436401 PMCID: PMC7896250 DOI: 10.2337/dc20-2134] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Accepted: 12/14/2020] [Indexed: 02/03/2023]
Abstract
We examined the glucose response curves (biphasic [BPh], monophasic [MPh], incessant increase [IIn]) during an oral glucose tolerance test (OGTT) and their relationship to insulin sensitivity (IS) and β-cell function (βCF) in youth versus adults with impaired glucose tolerance or recently diagnosed type 2 diabetes.RESEARCH DESIGN AND METHODSThis was both a cross-sectional and a longitudinal evaluation of participants in the RISE study randomized to metformin alone for 12 months or glargine for 3 months followed by metformin for 9 months. At baseline/randomization, OGTTs (85 youth, 353 adults) were categorized as BPh, MPh, or IIn. The relationship of the glucose response curves to hyperglycemic clamp-measured IS and βCF at baseline and the change in glucose response curves 12 months after randomization were assessed.RESULTSAt randomization, the prevalence of the BPh curve was significantly higher in youth than adults (18.8% vs. 8.2%), with no differences in MPh or IIn. IS did not differ across glucose response curves in youth or adults. However, irrespective of curve type, youth had lower IS than adults (P < 0.05). βCF was lowest in IIn versus MPh and BPh in youth and adults (P < 0.05), yet compared with adults, youth had higher βCF in BPh and MPh (P < 0.005) but not IIn. At month 12, the change in glucose response curves did not differ between youth and adults, and there was no treatment effect.CONCLUSIONSDespite a twofold higher prevalence of the more favorable BPh curve in youth at randomization, RISE interventions did not result in beneficial changes in glucose response curves in youth compared with adults. Moreover, the typical β-cell hypersecretion in youth was not present in the IIn curve, emphasizing the severity of β-cell dysfunction in youth with this least favorable glucose response curve.
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Affiliation(s)
- Silva A Arslanian
- University of Pittsburgh, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - Laure El Ghormli
- George Washington University Biostatistics Center (RISE Coordinating Center), Rockville, MD
| | - Joon Young Kim
- Department of Exercise Science, Syracuse University, Syracuse, NY
| | - Ashley H Tjaden
- George Washington University Biostatistics Center (RISE Coordinating Center), Rockville, MD
| | | | | | | | - Kieren J Mather
- Indiana University School of Medicine, Indianapolis, IN.,Roudebush VA Medical Center, Indianapolis, IN
| | - Kristen J Nadeau
- Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Denver, CO
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Arslanian SA, El Ghormli L, Kim JY, Tjaden AH, Barengolts E, Caprio S, Hannon TS, Mather KJ, Nadeau KJ, Utzschneider KM, Kahn SE. OGTT Glucose Response Curves, Insulin Sensitivity, and β-Cell Function in RISE: Comparison Between Youth and Adults at Randomization and in Response to Interventions to Preserve β-Cell Function. Diabetes Care 2021. [PMID: 33436401 DOI: 10.2337/dc20‐2134] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/27/2023]
Abstract
OBJECTIVE We examined the glucose response curves (biphasic [BPh], monophasic [MPh], incessant increase [IIn]) during an oral glucose tolerance test (OGTT) and their relationship to insulin sensitivity (IS) and β-cell function (βCF) in youth versus adults with impaired glucose tolerance or recently diagnosed type 2 diabetes.RESEARCH DESIGN AND METHODSThis was both a cross-sectional and a longitudinal evaluation of participants in the RISE study randomized to metformin alone for 12 months or glargine for 3 months followed by metformin for 9 months. At baseline/randomization, OGTTs (85 youth, 353 adults) were categorized as BPh, MPh, or IIn. The relationship of the glucose response curves to hyperglycemic clamp-measured IS and βCF at baseline and the change in glucose response curves 12 months after randomization were assessed.RESULTSAt randomization, the prevalence of the BPh curve was significantly higher in youth than adults (18.8% vs. 8.2%), with no differences in MPh or IIn. IS did not differ across glucose response curves in youth or adults. However, irrespective of curve type, youth had lower IS than adults (P < 0.05). βCF was lowest in IIn versus MPh and BPh in youth and adults (P < 0.05), yet compared with adults, youth had higher βCF in BPh and MPh (P < 0.005) but not IIn. At month 12, the change in glucose response curves did not differ between youth and adults, and there was no treatment effect.CONCLUSIONSDespite a twofold higher prevalence of the more favorable BPh curve in youth at randomization, RISE interventions did not result in beneficial changes in glucose response curves in youth compared with adults. Moreover, the typical β-cell hypersecretion in youth was not present in the IIn curve, emphasizing the severity of β-cell dysfunction in youth with this least favorable glucose response curve.
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Affiliation(s)
- Silva A Arslanian
- University of Pittsburgh, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - Laure El Ghormli
- George Washington University Biostatistics Center (RISE Coordinating Center), Rockville, MD
| | - Joon Young Kim
- Department of Exercise Science, Syracuse University, Syracuse, NY
| | - Ashley H Tjaden
- George Washington University Biostatistics Center (RISE Coordinating Center), Rockville, MD
| | | | | | | | - Kieren J Mather
- Indiana University School of Medicine, Indianapolis, IN.,Roudebush VA Medical Center, Indianapolis, IN
| | - Kristen J Nadeau
- Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Denver, CO
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Peña A, McNeish D, Ayers SL, Olson ML, Vander Wyst KB, Williams AN, Shaibi GQ. Response heterogeneity to lifestyle intervention among Latino adolescents. Pediatr Diabetes 2020; 21:1430-1436. [PMID: 32939893 PMCID: PMC8274397 DOI: 10.1111/pedi.13120] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 09/06/2020] [Accepted: 09/08/2020] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVE To characterize the heterogeneity in response to lifestyle intervention among Latino adolescents with obesity. METHODS We conducted secondary data analysis of 90 Latino adolescents (age 15.4 ± 0.9 y, female 56.7%) with obesity (BMI% 98.1 ± 1.5%) that were enrolled in a 3 month lifestyle intervention and were followed for a year. Covariance pattern mixture models identified response phenotypes defined by changes in insulin sensitivity as measured using a 2 hour oral glucose tolerance test. Baseline characteristics were compared across response phenotypes using one-way ANOVA and chi-square test. RESULTS Three distinct response phenotypes (PH1, PH2, PH3) were identified. PH1 exhibited the most robust response defined by the greatest increase in insulin sensitivity over time (β ± SE, linear 0.52 ± 0.17, P < .001; quadratic -0.03 ± 0.01, P = .001). PH2 showed non-significant changes, while PH3 demonstrated modest short-term increases in insulin sensitivity which were not sustained over time (linear 0.08 ± 0.03, P = .002; quadratic -0.01 ± 0.002, P = .003). At baseline, PH3 (1.1 ± 0.4) was the most insulin resistant phenotype and exhibited the highest BMI% (98.5 ± 1.1%), 2 hours glucose concentrations (144.0 ± 27.5 mg/dL), and lowest beta-cell function as estimated by the oral disposition index (4.5 ± 2.8). CONCLUSION Response to lifestyle intervention varies among Latino youth with obesity and suggests that precision approaches are warranted to meet the prevention needs of high risk youth.
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Affiliation(s)
- Armando Peña
- Center for Health Promotion and Disease Prevention, Arizona State University, Phoenix, AZ,College of Health Solutions, Arizona State University, Phoenix, AZ
| | - Daniel McNeish
- Department of Psychology, Arizona State University, Tempe, AZ
| | - Stephanie L. Ayers
- Southwest Interdisciplinary Research Center, Arizona State University, Phoenix, AZ
| | - Micah L. Olson
- Center for Health Promotion and Disease Prevention, Arizona State University, Phoenix, AZ,College of Health Solutions, Arizona State University, Phoenix, AZ
| | - Kiley B. Vander Wyst
- Center for Health Promotion and Disease Prevention, Arizona State University, Phoenix, AZ
| | - Allison N. Williams
- Center for Health Promotion and Disease Prevention, Arizona State University, Phoenix, AZ
| | - Gabriel Q. Shaibi
- Center for Health Promotion and Disease Prevention, Arizona State University, Phoenix, AZ,College of Health Solutions, Arizona State University, Phoenix, AZ,Department of Pediatric Endocrinology and Diabetes, Phoenix Children’s Hospital, Phoenix, AZ
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Kim JY, Jeon JY. Role of exercise on insulin sensitivity and beta-cell function: is exercise sufficient for the prevention of youth-onset type 2 diabetes? Ann Pediatr Endocrinol Metab 2020; 25:208-216. [PMID: 33401879 PMCID: PMC7788350 DOI: 10.6065/apem.2040140.070] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 08/19/2020] [Indexed: 12/16/2022] Open
Abstract
Parallel with the current pediatric obesity epidemic, the escalating rates of youthonset type 2 diabetes mellitus (T2DM) have become a major public health burden. Although lifestyle modification can be the first-line prevention for T2DM in youths, there is a lack of evidence to establish optimal specific exercise strategies for obese youths at high risk for T2DM. The purpose of this narrative review is to summarize the potential impact of exercise on 2 key pathophysiological risk factors for T2DM, insulin sensitivity and β-cell function, among obese youths. The studies cited are grouped by use of metabolic tests, i.e., direct and indirect measures of insulin sensitivity and β-cell function. In general, there are an increasing number of studies that demonstrate positive effects of aerobic exercise, resistance exercise, and the 2 combined on insulin sensitivity. However, a lack of evidence exists for the effect of any exercise modality on β-cell functional improvement. We also suggest a future direction for research into exercise medical prevention of youth-onset T2DM. These suggestions focus on the effects of exercise modalities on emerging biomarkers of T2DM risk.
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Affiliation(s)
- Joon Young Kim
- Department of Exercise Science, David B. Falk College of Sport and Human Dynamics, Syracuse University, Syracuse, NY, USA
| | - Justin Y. Jeon
- Department of Sport Industry Studies, Exercise Medicine Center for Diabetes and Cancer Patients, ICONS Yonsei University, Seoul, Korea,Address for correspondence: Justin Y. Jeon, PhD Department of Sport Industry Studies, Exercise Medicine Center for Diabetes and Cancer Patients, ICONS Yonsei University, 50 Yonseiro, Seodaemun-gu, Seoul 03722, Korea Tel: +82-2-2123-6197 E-mail:
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Kim JY, Tfayli H, Bacha F, Lee S, Gebara N, Arslanian S. β-cell impairment and clinically meaningful alterations in glycemia in obese youth across the glucose tolerance spectrum. Metabolism 2020; 112:154346. [PMID: 32835760 PMCID: PMC7897751 DOI: 10.1016/j.metabol.2020.154346] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 08/13/2020] [Accepted: 08/17/2020] [Indexed: 11/19/2022]
Abstract
BACKGROUND/AIMS In obese youth, it is not clear what degree of β-cell impairment translates to glucose dysregulation commensurate with shifts from normal glucose tolerance (NGT) to impaired glucose tolerance (IGT) to type 2 diabetes. We aimed to investigate the quantitative relationship between β-cell (clamp-measured disposition index [DI]) and OGTT glucose area under the curve (G-AUC) in obese youth across the spectrum of glucose tolerance. METHODS Data from 152 youth (58 African-American [AA] and 94 American-White [AW]; 73 NGT, 48 IGT, and 31 type 2 diabetes) who completed a 3-h hyperinsulinemic (80 mu/m2/min)-euglycemic clamp, and a 2-h hyperglycemic (225 mg/dL) clamp synchronized with a 2-h OGTT were examined. RESULTS In IGT vs. NGT, 36% lower DI corresponded to 27% higher G-AUC; in type 2 diabetes vs. IGT, 65% lower DI related to 25% higher G-AUC, and in type 2 diabetes vs. NGT, 78% lower DI paralleled 59% higher G-AUC. Although AA vs. AW youth had larger decrements in DI, from NGT to IGT and from NGT to type 2 diabetes, they displayed comparable increments in G-AUC. CONCLUSION At least ~35-50% recovery in β-cell function might be needed to have clinically meaningful improvement in G-AUC commensurate with conversion to better glucose tolerance. Mechanism(s) protective against dysglycemia might be operative in AA vs. AW youth despite greater declines in DI. Treatments aiming to improve β-cell function should focus on degree of change in DI commensurate with clinically meaningful changes in glycemia, reflective of restoration of glucose tolerance.
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Affiliation(s)
- Joon Young Kim
- Department of Exercise Science, Syracuse University, Syracuse, NY, United States of America
| | - Hala Tfayli
- Department of Pediatrics and Adolescent Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Fida Bacha
- Children's Nutrition Research Center, Baylor College of Medicine, Houston, TX, United States of America
| | - SoJung Lee
- Division of Sports Medicine, Graduate School of Physical Education, Kyung Hee University, Yongin, Republic of Korea
| | - Nour Gebara
- Center for Pediatric Research in Obesity and Metabolism, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States of America
| | - Silva Arslanian
- Center for Pediatric Research in Obesity and Metabolism, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States of America; Division of Pediatric Endocrinology, Metabolism and Diabetes Mellitus, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States of America.
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Ismail HM, Cleves MA, Xu P, Libman IM, Becker DJ, Marks JB, Skyler JS, Palmer JP, Sosenko JM. The Pathological Evolution of Glucose Response Curves During the Progression to Type 1 Diabetes in the TrialNet Pathway to Prevention Study. Diabetes Care 2020; 43:2668-2674. [PMID: 32900788 PMCID: PMC7576415 DOI: 10.2337/dc20-0701] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 07/27/2020] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Glucose response curves (GRCs) during oral glucose tolerance tests (OGTTs) are predictive of type 1 diabetes. We performed a longitudinal analysis in pancreatic autoantibody-positive individuals to assess 1) characteristic GRC changes during progression to type 1 diabetes and 2) GRC changes in relation to β-cell function changes and to combined glucose and C-peptide response curve (GCRC) changes. RESEARCH DESIGN AND METHODS Among antibody-positive individuals with serial OGTTs in the TrialNet Pathway to Prevention study, GRC changes from first to last OGTTs were compared between progressors (n = 298) to type 1 diabetes and nonprogressors (n = 2,216). GRC changes from last OGTT before diagnosis to diagnostic OGTTs were studied in progressors. RESULTS GRCs changed more frequently from biphasic (two peaks) to monophasic (one peak) GRCs between first and last OGTTs in progressors than in nonprogressors (75.4% vs. 51.0%, respectively; P < 0.001). In contrast, GRCs of progressors changed less frequently from monophasic to biphasic than those of nonprogressors (12.6% vs. 30.6%; P < 0.001). Monotonic (continuous increase) GRCs were present in 47.7% of progressors at diagnosis. The early (30-0 min) C-peptide response decreased in progressors with GRCs changing from biphasic to monophasic between first and last OGTTs (P < 0.001) and from monophasic to monotonic between last and diagnostic OGTTs (P < 0.001). Conversely, the early C-peptide response increased among nonprogressors with GRCs changing from monophasic to biphasic (P < 0.001). Changes in GRCs were related to changes in GCRCs. CONCLUSIONS Characteristic GRC changes, biphasic to monophasic to monotonic, occur during the progression to type 1 diabetes. These GRC changes correspond to decreasing β-cell function.
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Affiliation(s)
- Heba M Ismail
- Division of Endocrinology and Diabetology, Department of Pediatrics, Indiana University, Indianapolis, IN
| | - Mario A Cleves
- Pediatrics Epidemiology Center, College of Medicine, University of South Florida, Tampa, FL
| | - Ping Xu
- Pediatrics Epidemiology Center, College of Medicine, University of South Florida, Tampa, FL
| | - Ingrid M Libman
- Division of Endocrinology, Diabetes and Metabolism, University of Pittsburgh and UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - Dorothy J Becker
- Division of Endocrinology, Diabetes and Metabolism, University of Pittsburgh and UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - Jennifer B Marks
- Division of Endocrinology, Diabetes and Metabolism, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL
| | - Jay S Skyler
- Division of Endocrinology, Diabetes and Metabolism, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL
| | - Jerry P Palmer
- VA Puget Sound Health Care System, Seattle, WA.,Department of Medicine, University of Washington, Seattle, WA
| | - Jay M Sosenko
- Division of Endocrinology, Diabetes and Metabolism, Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL
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Jagannathan R, Neves JS, Dorcely B, Chung ST, Tamura K, Rhee M, Bergman M. The Oral Glucose Tolerance Test: 100 Years Later. Diabetes Metab Syndr Obes 2020; 13:3787-3805. [PMID: 33116727 PMCID: PMC7585270 DOI: 10.2147/dmso.s246062] [Citation(s) in RCA: 91] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 09/24/2020] [Indexed: 12/15/2022] Open
Abstract
For over 100 years, the oral glucose tolerance test (OGTT) has been the cornerstone for detecting prediabetes and type 2 diabetes (T2DM). In recent decades, controversies have arisen identifying internationally acceptable cut points using fasting plasma glucose (FPG), 2-h post-load glucose (2-h PG), and/or HbA1c for defining intermediate hyperglycemia (prediabetes). Despite this, there has been a steadfast global consensus of the 2-h PG for defining dysglycemic states during the OGTT. This article reviews the history of the OGTT and recent advances in its application, including the glucose challenge test and mathematical modeling for determining the shape of the glucose curve. Pitfalls of the FPG, 2-h PG during the OGTT, and HbA1c are considered as well. Finally, the associations between the 30-minute and 1-hour plasma glucose (1-h PG) levels derived from the OGTT and incidence of diabetes and its complications will be reviewed. The considerable evidence base supports modifying current screening and diagnostic recommendations with the use of the 1-h PG. Measurement of the 1-h PG level could increase the likelihood of identifying high-risk individuals when the pancreatic ß-cell function is substantially more intact with the added practical advantage of potentially replacing the conventional 2-h OGTT making it more acceptable in the clinical setting.
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Affiliation(s)
- Ram Jagannathan
- Division of Hospital Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - João Sérgio Neves
- Department of Surgery and Physiology, Cardiovascular Research and Development Center, Faculty of Medicine, University of Porto, Porto, Portugal
- Department of Endocrinology, Diabetes and Metabolism, Sa˜o Joa˜ o University Hospital Center, Porto, Portugal
| | - Brenda Dorcely
- NYU Grossman School of Medicine, Division of Endocrinology, Diabetes, Metabolism, New York, NY10016, USA
| | - Stephanie T Chung
- Diabetes, Obesity, and Endocrinology Branch, National Institute of Diabetes & Digestive & Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Kosuke Tamura
- Social Determinants of Obesity and Cardiovascular Risk Laboratory, Cardiovascular Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD20892, USA
| | - Mary Rhee
- Emory University School of Medicine, Department of Medicine, Division of Endocrinology, Metabolism, and Lipids, Atlanta VA Health Care System, Atlanta, GA30322, USA
| | - Michael Bergman
- NYU Grossman School of Medicine, NYU Diabetes Prevention Program, Endocrinology, Diabetes, Metabolism, VA New York Harbor Healthcare System, Manhattan Campus, New York, NY10010, USA
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Tommerdahl KL, Brinton JT, Vigers T, Cree-Green M, Zeitler PS, Nadeau KJ, Chan CL. Delayed glucose peak and elevated 1-hour glucose on the oral glucose tolerance test identify youth with cystic fibrosis with lower oral disposition index. J Cyst Fibros 2020; 20:339-345. [PMID: 32928701 DOI: 10.1016/j.jcf.2020.08.020] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 06/24/2020] [Accepted: 08/29/2020] [Indexed: 12/25/2022]
Abstract
BACKGROUND Alternate methods for characterizing oral glucose tolerance tests (OGTT) have emerged as superior to the 2-hour glucose in identifying individuals at risk for type 2 diabetes. The significance of these methods in cystic fibrosis (CF) is unclear. We compared 3 OGTT classifications in youth with CF: 1. curve shape (biphasic vs. monophasic), 2. time to glucose peak (≤30minutes vs. >30minutes), 3. 1-hour glucose (1hG) <155 mg/dL vs. ≥155 mg/dL to traditional OGTT criteria to determine which best identifies lower oral disposition index (oDI), pulmonary function, and body mass index (BMI). METHODS Youth 10-18 years with CF, not on insulin, underwent 2-hour OGTT. Glucoses were classified by traditional criteria and 3 alternate methods as normal (biphasic curve, glucose peak ≤30minutes, and/or 1hG <155 mg/dL) or abnormal (monophasic curve, glucose peak >30minutes, and/or 1hG ≥155 mg/dL). oDI was calculated [1/fasting insulin*(ΔInsulin0-30 min/ΔGlucose0-30 min)]. Mean oDI, BMI, forced expiratory volume in 1 second (FEV1), and forced vital capacity (FVC) were compared by OGTT classification. RESULTS Fifty-two youth with CF participated (mean±SD age 13±4years; 37% male; BMI z-score 0.0±0.8; FEV1 88±16.3%; FVC 97±14.8%). Late time to peak glucose and 1hG ≥155 mg/dL identified individuals with lower oDI (p=0.01); traditional OGTT criteria for prediabetes did not. No OGTT classification identified individuals with worse BMI nor pulmonary function. oDI was not associated with BMI, FEV1, or FVC. CONCLUSIONS Alternate OGTT measures including time to peak glucose and 1hG better identify oDI abnormalities than traditional criteria. Further studies are required to determine whether these alternate methods identify individuals with CF at risk for future clinical decline.
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Affiliation(s)
- Kalie L Tommerdahl
- Department of Pediatrics, Pediatric Endocrinology, Children's Hospital Colorado and University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA; Barbara Davis Center for Diabetes, University of Colorado School of Medicine, Aurora, Colorado, USA; Center for Women's Health Research, Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA.
| | - John T Brinton
- Department of Pediatrics, Pediatric Endocrinology, Children's Hospital Colorado and University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA; Department of Biostatistics, Colorado School of Public Health, Aurora, Colorado, USA
| | - Tim Vigers
- Barbara Davis Center for Diabetes, University of Colorado School of Medicine, Aurora, Colorado, USA; Department of Biostatistics, Colorado School of Public Health, Aurora, Colorado, USA
| | - Melanie Cree-Green
- Department of Pediatrics, Pediatric Endocrinology, Children's Hospital Colorado and University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA; Center for Women's Health Research, Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Philip S Zeitler
- Department of Pediatrics, Pediatric Endocrinology, Children's Hospital Colorado and University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Kristen J Nadeau
- Department of Pediatrics, Pediatric Endocrinology, Children's Hospital Colorado and University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA; Center for Women's Health Research, Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Christine L Chan
- Department of Pediatrics, Pediatric Endocrinology, Children's Hospital Colorado and University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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Boye A, Acheampong DO, Gyamerah EO, Asiamah EA, Addo JK, Mensah DA, Brah AS, Ayiku PJ. Glucose lowering and pancreato-protective effects of Abrus Precatorius (L.) leaf extract in normoglycemic and STZ/Nicotinamide - Induced diabetic rats. JOURNAL OF ETHNOPHARMACOLOGY 2020; 258:112918. [PMID: 32360561 DOI: 10.1016/j.jep.2020.112918] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Revised: 04/19/2020] [Accepted: 04/25/2020] [Indexed: 05/06/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Abrus precatorius (L.) leaves are used as folk medicine by the local communities in the western region of Ghana to treat diabetes mellitus; however, this health claim remains unverified scientifically. OBJECTIVE The study investigated glucose lowering and pancreato-protective effects of Abrus precatorius leaf extract (APLE) in normoglycemic and STZ/nicotinamide (NIC)-induced diabetic rats. METHOD after preparation of APLE, it was subjected to phytochemical screening, proximate composition and elemental assessments by using standard methods. Oral glucose tolerance test (OGTT) and maltose, lactose and sucrose oral challenge were assessed in normoglycemic rats post-APLE. Morphological characteristics of glucose response curve (time of glucose peak and shape of glucose response curve) were determined. Subsequently, diabetes mellitus was experimentally established in normoglycaemic adult Sprague-Dawley rats (weighing 150-250 g) of both sexes by sequential injection of Streptozotocin (STZ, 60 mg/kg ip)-reconstituted in sodium citrate buffer and NIC (110 mg/kg ip)-reconstituted in normal saline (1:1 v/v) for 16 weeks. Except control rats (normal saline 5 ml/kg ip; baseline fasting blood glucose [FBG] of 6.48 mmol/L), rats having FBG (stable at 11.1 mmol/L or ≥ 250 mg/dL) 3 days post-STZ/NIC injection were randomly re-assigned to one of the following groups: model (STZ/NIC-induced diabetic rats), APLE (100, 200 and 400 mg/kg respectively po) and metformin (300 mg/kg po) and treated daily for 28 days. Bodyweight and FBG were measured on weekly basis. FBG was measured by using standard glucometers. On day 28, rats were sacrificed under chloroform anesthesia, blood collected via cardiac puncture; kidney, liver and pancreas surgically harvested. While the pancreas was processed, sectioned and H&E-stained for histological examination, fresh kidney and liver were homogenized for assessment of total anti-oxidant capacity. Median cross-sectional area of pancreatic islets of Langerhans was determined for each group by using Amscope. RESULTS Cumulatively, APLE (100, 200 and 400 mg/kg respectively) dose-dependently decreased the initial FBG by 55.22, 76.15 and 77.77% respectively compared to model (-1.04%) and metformin (72.29%) groups. APLE treatment recovered damaged pancreatic β-cells and also increased median cross-sectional area (x106 μm2) of pancreatic islets compared to that of model group. APLE significantly (P < 0.05) increased total anti-oxidant capacity (5.21 ± 0.02 AscAE μg/mL) of plasma, kidney and liver compared to model (4.06 ± 0.04 AscAE μg/mL) and metformin (4.87 ± 0.03 AscAE μg/mL) groups. CONCLUSION APLE has demonstrated glucose lowering and pancreato-protective effects in rats and arrested the characteristic loss in bodyweight associated with diabetes mellitus. This finding preliminarily confirms folk use of APLE as an anti-diabetic herbal medicine, whiles providing a rationale for further translational studies on APLE.
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Affiliation(s)
- Alex Boye
- Department of Medical Laboratory Science, School of Allied Health Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana.
| | - Desmond Omane Acheampong
- Department of Biomedical Science, School of Allied Health Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Eric Ofori Gyamerah
- Department of Biochemistry, School of Biological Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Ernest Amponsah Asiamah
- Departments of Forensic Science, School of Biological Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Justice Kwaku Addo
- Department of Chemistry, School of Physical Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Derrick Addae Mensah
- Department of Medical Laboratory Science, School of Allied Health Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Augustine Suurinobah Brah
- Department of Biomedical Science, School of Allied Health Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana
| | - Philippa Jennifer Ayiku
- Department of Medical Laboratory Science, School of Allied Health Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana
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Kaga H, Tamura Y, Takeno K, Kakehi S, Someya Y, Funayama T, Furukawa Y, Suzuki R, Sugimoto D, Kadowaki S, Nishitani‐Yokoyama M, Shimada K, Daida H, Aoki S, Giacca A, Sato H, Kawamori R, Watada H. Shape of the glucose response curve during an oral glucose tolerance test is associated with insulin clearance and muscle insulin sensitivity in healthy non-obese men. J Diabetes Investig 2020; 11:874-877. [PMID: 32020726 PMCID: PMC7378447 DOI: 10.1111/jdi.13227] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Revised: 01/15/2020] [Accepted: 01/30/2020] [Indexed: 02/01/2023] Open
Abstract
Individuals with a monophasic glucose response curve (GRC) during a 75-g oral glucose tolerance test have a higher risk for type 2 diabetes than those with a biphasic GRC. However, no studies have addressed the association between GRC type and insulin clearance. Thus, we studied 49 healthy non-obese Japanese men. We divided study participants into the monophasic or biphasic group based on the shape of their GRC. We evaluated tissue-specific insulin sensitivity and insulin clearance using a two-step hyperinsulinemic-euglycemic clamp. The monophasic group had more visceral fat, lower insulin clearance and lower muscle insulin sensitivity than the biphasic group, whereas liver and adipose tissue insulin sensitivity, and insulin secretion were comparable. In conclusion, healthy non-obese men with a monophasic GRC have lower insulin clearance and muscle insulin sensitivity.
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Affiliation(s)
- Hideyoshi Kaga
- Department of Metabolism & EndocrinologyJuntendo University Graduate School of MedicineTokyoJapan
| | - Yoshifumi Tamura
- Department of Metabolism & EndocrinologyJuntendo University Graduate School of MedicineTokyoJapan
- Sportology CenterJuntendo University Graduate School of MedicineTokyoJapan
| | - Kageumi Takeno
- Department of Metabolism & EndocrinologyJuntendo University Graduate School of MedicineTokyoJapan
- Sportology CenterJuntendo University Graduate School of MedicineTokyoJapan
| | - Saori Kakehi
- Department of Metabolism & EndocrinologyJuntendo University Graduate School of MedicineTokyoJapan
- Sportology CenterJuntendo University Graduate School of MedicineTokyoJapan
| | - Yuki Someya
- Sportology CenterJuntendo University Graduate School of MedicineTokyoJapan
| | - Takashi Funayama
- Department of Metabolism & EndocrinologyJuntendo University Graduate School of MedicineTokyoJapan
| | - Yasuhiko Furukawa
- Department of Metabolism & EndocrinologyJuntendo University Graduate School of MedicineTokyoJapan
| | - Ruriko Suzuki
- Department of Metabolism & EndocrinologyJuntendo University Graduate School of MedicineTokyoJapan
| | - Daisuke Sugimoto
- Department of Metabolism & EndocrinologyJuntendo University Graduate School of MedicineTokyoJapan
| | - Satoshi Kadowaki
- Department of Metabolism & EndocrinologyJuntendo University Graduate School of MedicineTokyoJapan
| | | | - Kazunori Shimada
- Sportology CenterJuntendo University Graduate School of MedicineTokyoJapan
- Department of CardiologyJuntendo University Graduate School of MedicineTokyoJapan
| | - Hiroyuki Daida
- Sportology CenterJuntendo University Graduate School of MedicineTokyoJapan
- Department of CardiologyJuntendo University Graduate School of MedicineTokyoJapan
| | - Shigeki Aoki
- Sportology CenterJuntendo University Graduate School of MedicineTokyoJapan
- Department of RadiologyJuntendo University Graduate School of MedicineTokyoJapan
| | - Adria Giacca
- Departments of Physiology and MedicineInstitute of Medical Science and Banting and Best Diabetes CentreUniversity of TorontoTorontoOntarioCanada
| | - Hiroaki Sato
- Department of Metabolism & EndocrinologyJuntendo University Graduate School of MedicineTokyoJapan
| | - Ryuzo Kawamori
- Department of Metabolism & EndocrinologyJuntendo University Graduate School of MedicineTokyoJapan
- Sportology CenterJuntendo University Graduate School of MedicineTokyoJapan
| | - Hirotaka Watada
- Department of Metabolism & EndocrinologyJuntendo University Graduate School of MedicineTokyoJapan
- Sportology CenterJuntendo University Graduate School of MedicineTokyoJapan
- Center for Therapeutic Innovations in DiabetesJuntendo University Graduate School of MedicineTokyoJapan
- Center for Identification of Diabetic Therapeutic TargetsJuntendo University Graduate School of MedicineTokyoJapan
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