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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] [Download PDF] [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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Baltogianni M, Dermitzaki N, Giapros V, Balomenou F, Kosmeri C, Ladomenou F, Kantza E, Serbis A. Indicators of Glucose Metabolism in Children and Adolescents Characterized as Having "Metabolically Healthy" and "Metabolically Unhealthy" Obesity. CHILDREN (BASEL, SWITZERLAND) 2025; 12:50. [PMID: 39857881 PMCID: PMC11763677 DOI: 10.3390/children12010050] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Revised: 12/30/2024] [Accepted: 12/31/2024] [Indexed: 01/27/2025]
Abstract
BACKGROUND/OBJECTIVES Some individuals with obesity may exhibit fewer metabolic disturbances and face a lower long-term risk of complications; however, the existence of this so-called "metabolically healthy obesity" (MHO) compared to "metabolically unhealthy obesity" (MUO) remains controversial. We hypothesized that children with MHO might have a more favorable profile than children with MUO. Markers of glucose metabolism and insulin sensitivity were compared between children and adolescents diagnosed with MHO and MUO. METHODS This study recruited prospectively 104 children and adolescents (aged 6-16 years, 47 boys) with obesity. All participants underwent an oral glucose tolerance test (OGTT), and a comparative analysis was performed on HOMA-IR, QUICKI, insulin sensitivity index (ISI), insulinogenic index (IGI), disposition index (DI), and oral disposition index (oDI). Glucose metabolism indices were compared in these subgroups according to pubertal status. RESULTS Forty-seven children (45.2%) were diagnosed with MHO. The whole-body ISI differed significantly between the MHO and MUO groups (4.02 vs. 2.7, p < 0.01). The IGI was statistically lower in the MHO group compared to MUO (1.26 vs. 1.54, p < 0.01), while neither the DI nor the oDI differed significantly. A higher ISI (4.5 vs. 3.9, p < 0.01) was observed in prepubertal MHO individuals compared to MHO adolescents. CONCLUSIONS Children classified as MHO according to the more recent criteria exhibit a more favorable metabolic profile than those with MUO. However, a completely healthy profile was not demonstrated in the MHO group, as many crucial metabolic profile parameters were comparable to those observed in the MUO group. The findings of this study indicate that all children with obesity, irrespective of whether they are categorized as having MUO or MHO, necessitate close monitoring.
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Affiliation(s)
- Maria Baltogianni
- Neonatal Intensive Care Unit, School of Medicine, University of Ioannina, 45500 Ioannina, Greece; (M.B.); (N.D.); (F.B.)
| | - Niki Dermitzaki
- Neonatal Intensive Care Unit, School of Medicine, University of Ioannina, 45500 Ioannina, Greece; (M.B.); (N.D.); (F.B.)
| | - Vasileios Giapros
- Neonatal Intensive Care Unit, School of Medicine, University of Ioannina, 45500 Ioannina, Greece; (M.B.); (N.D.); (F.B.)
| | - Foteini Balomenou
- Neonatal Intensive Care Unit, School of Medicine, University of Ioannina, 45500 Ioannina, Greece; (M.B.); (N.D.); (F.B.)
| | - Chrysoula Kosmeri
- Pediatric Department, School of Medicine, University of Ioannina, 45500 Ioannina, Greece (F.L.); (E.K.); (A.S.)
| | - Fani Ladomenou
- Pediatric Department, School of Medicine, University of Ioannina, 45500 Ioannina, Greece (F.L.); (E.K.); (A.S.)
| | - Evanthia Kantza
- Pediatric Department, School of Medicine, University of Ioannina, 45500 Ioannina, Greece (F.L.); (E.K.); (A.S.)
| | - Anastasios Serbis
- Pediatric Department, School of Medicine, University of Ioannina, 45500 Ioannina, Greece (F.L.); (E.K.); (A.S.)
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Owolabi EO, Olson ML, Hu HH, Peña A, Pimentel JL, Pituch KA, Bailey SS, Shaibi GQ. Association between total, regional and organ fat and type 2 diabetes risk factors among Latino youth: A longitudinal study. Pediatr Obes 2025; 20:e13185. [PMID: 39552174 DOI: 10.1111/ijpo.13185] [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: 07/12/2024] [Revised: 10/09/2024] [Accepted: 10/24/2024] [Indexed: 11/19/2024]
Abstract
INTRODUCTION To examine whether within-person changes in total, regional and organ fat were associated with within-person changes in type 2 diabetes (T2D)-related biomarkers following interventions. METHODS A secondary analysis from a randomised trial among Latino youth (30 males, 25 females) aged 12-16 years with obesity. The study sample combined participants randomised to either lifestyle intervention (N = 39) or usual care (N = 16). Total body composition was assessed by DEXA. Hepatic and pancreatic fat fractions were assessed using MRI. T2D risk factors included insulin sensitivity, beta-cell function and post-challenge glucose. RESULTS Significant changes in %body fat, lean mass, insulin sensitivity and 2-h glucose were observed. Changes in fat mass were associated with changes in insulin sensitivity (β = -0.45, p < 0.001), while changes in lean mass were associated with changes in 2-h glucose concentrations (β = -0.50, p = 0.02). No association between changes in total, regional, or organ fat and beta cell function were noted. CONCLUSIONS Our study revealed that within-person changes in fat mass and lean mass were associated with increased insulin sensitivity and reduced 2-h glucose concentrations, respectively, among high-risk Latino youth. The impact of reductions in regional and organ fat deposition on T2D risk factors warrants further examination.
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Affiliation(s)
- Eyitayo O Owolabi
- Center for Health Promotion and Disease Prevention, Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, Arizona, USA
| | - Micah L Olson
- Center for Health Promotion and Disease Prevention, Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, Arizona, USA
- Division of Endocrinology and Diabetes, Phoenix Children's Hospital, Phoenix, Arizona, USA
| | - Houchun H Hu
- Center for Health Promotion and Disease Prevention, Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, Arizona, USA
- Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Armando Peña
- Center for Health Promotion and Disease Prevention, Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, Arizona, USA
- Department of Health & Wellness Design, School of Public Health-Bloomington, Indiana University
| | - Janiel L Pimentel
- Center for Health Promotion and Disease Prevention, Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, Arizona, USA
- Division of Endocrinology and Diabetes, Phoenix Children's Hospital, Phoenix, Arizona, USA
| | - Keenan A Pituch
- Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, Arizona, USA
| | - Smita S Bailey
- Center for Health Promotion and Disease Prevention, Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, Arizona, USA
- Division of Radiology, Phoenix Children's Hospital, Phoenix, Arizona, USA
| | - Gabriel Q Shaibi
- Center for Health Promotion and Disease Prevention, Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, Arizona, USA
- Division of Endocrinology and Diabetes, Phoenix Children's Hospital, Phoenix, Arizona, USA
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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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Chen ZZ, Lu C, Dreyfuss JM, Tiwari G, Shi X, Zheng S, Wolfs D, Pyle L, Bjornstad P, El ghormli L, Gerszten RE, Isganaitis E. Circulating Metabolite Biomarkers of Glycemic Control in Youth-Onset Type 2 Diabetes. Diabetes Care 2024; 47:1597-1607. [PMID: 38935559 PMCID: PMC11362122 DOI: 10.2337/dc23-2441] [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: 12/19/2023] [Accepted: 05/31/2024] [Indexed: 06/29/2024]
Abstract
OBJECTIVE We aimed to identify metabolites associated with loss of glycemic control in youth-onset type 2 diabetes. RESEARCH DESIGN AND METHODS We measured 480 metabolites in fasting plasma samples from the TODAY (Treatment Options for Type 2 Diabetes in Adolescents and Youth) study. Participants (N = 393; age 10-17 years) were randomly assigned to metformin, metformin plus rosiglitazone, or metformin plus lifestyle intervention. Additional metabolomic measurements after 36 months were obtained in 304 participants. Cox models were used to assess baseline metabolites, interaction of metabolites and treatment group, and change in metabolites (0-36 months), with loss of glycemic control adjusted for age, sex, race, treatment group, and BMI. Metabolite prediction models of glycemic failure were generated using elastic net regression and compared with clinical risk factors. RESULTS Loss of glycemic control (HbA1c ≥8% or insulin therapy) occurred in 179 of 393 participants (mean 12.4 months). Baseline levels of 33 metabolites were associated with loss of glycemic control (q < 0.05). Associations of hexose and xanthurenic acid with treatment failure differed by treatment randomization; youths with higher baseline levels of these two compounds had a lower risk of treatment failure with metformin alone. For three metabolites, changes from 0 to 36 months were associated with loss of glycemic control (q < 0.05). Changes in d-gluconic acid and 1,5-AG/1-deoxyglucose, but not baseline levels of measured metabolites, predicted treatment failure better than changes in HbA1c or measures of β-cell function. CONCLUSIONS Metabolomics provides insight into circulating small molecules associated with loss of glycemic control and may highlight metabolic pathways contributing to treatment failure in youth-onset diabetes.
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Affiliation(s)
- Zsu-Zsu Chen
- Beth Israel Deaconess Medical Center, Boston, MA
| | - Chang Lu
- Joslin Diabetes Center, Boston, MA
- Boston Children’s Hospital, Boston, MA
| | | | | | - Xu Shi
- Beth Israel Deaconess Medical Center, Boston, MA
| | | | | | - Laura Pyle
- University of Colorado Anschutz Medical School, Aurora, CO
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Mehraeen E, Abbaspour F, Banach M, SeyedAlinaghi S, Zarebidoki A, Tamehri Zadeh SS. The prognostic significance of insulin resistance in COVID-19: a review. J Diabetes Metab Disord 2024; 23:305-322. [PMID: 38932824 PMCID: PMC11196450 DOI: 10.1007/s40200-024-01385-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 12/31/2023] [Indexed: 06/28/2024]
Abstract
Objectives Emerging publications indicate that diabetes predisposes patients with COVID-19 to more severe complications, which is partly attributed to inflammatory condition. In the current review, we reviewed recent published literature to provide evidence on the role of insulin resistance (IR) in diabetes, the association between diabetes and COVID-19 severity and mortality, the impact of COVID-19 infection on incident new-onset diabetes, mechanisms responsible for IR in COVID-19 patients, and the predictive value of different surrogates of IR in COVID-19. Method The literature search performs to find out studies that have assessed the association between IR surrogates and morbidity and mortality in patients with COVID-19. Results We showed that there is a bulk of evidence in support of the fact that diabetes is a potent risk factor for enhanced morbidity and mortality in COVID-19 patients. COVID-19 patients with diabetes are more prone to remarkable dysglycemia compared to those without diabetes, which is associated with an unfavourable prognosis. Furthermore, SARS-COV2 can make patients predispose to IR and diabetes via activating ISR, affecting RAAS signaling pathway, provoking inflammation, and changing the expression of PPARɣ and SREBP-1. Additionally, higher IR is associated with increased morbidity and mortality in COVID-19 patients and different surrogates of IR can be utilized as a prognostic biomarker for COVID-19 patients. Conclusion Different surrogates of IR can be utilized as predictors of COVID-19 complications and death.
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Affiliation(s)
- Esmaeil Mehraeen
- Department of Health Information Technology, Khalkhal University of Medical Sciences, Khalkhal, Iran
| | - Faeze Abbaspour
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Maciej Banach
- Department of Preventive Cardiology and Lipidology, Medical University of Lodz (MUL), 93338 Lodz, Poland
| | - SeyedAhmad SeyedAlinaghi
- Iranian Research Center for HIV/AIDS, Iranian Institute for Reduction of High Risk Behaviors, Tehran University of Medical Sciences, Tehran, Iran
| | - Ameneh Zarebidoki
- School of Medicine, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Seyed Saeed Tamehri Zadeh
- Prevention of Metabolic Disorders Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, No. 24, Parvaneh Street, Velenjak, P.O. Box 19395-4763, Tehran, Iran
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Aguirre RS, Hannon TS, Considine RV, Patel Y, Kirkman MS, Mather KJ. Predictors of glycemic worsening in the next year in adults with screen-detected type 2 diabetes. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.04.25.24306391. [PMID: 38712131 PMCID: PMC11071556 DOI: 10.1101/2024.04.25.24306391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
Background and Aims Identifying simple markers of risk for worsening glucose can allow care providers to target therapeutic interventions according to risk of worsening glycemic control. We aimed to determine which routine clinical measures herald near-term glycemic worsening in early type 2 diabetes(T2D). Methods The Early Diabetes Intervention Program (EDIP) was a clinical trial in individuals with screendetected T2D [HbA1C 6.3+0.63%(45+5mmol/mol)]. During the trial some participants experienced worsening fasting blood glucose (FBG). We investigated the time course of FBG, HbA1c, weight, and other clinical factors to determine which might herald glycemic worsening over the next year. Results Progressors (62/219, 28.5%) had higher FBG than non-progressors at baseline [118 vs 130mg/dL (6.6 vs 7.2 mmol/L), p=<0.001]. FBG was stable except in the year of progression, when progressors exhibited a large 1-year rise [mean change 14.2mg/dL(0.79 mmol/L)]. Current FBG and antecedent year change in FBG were associated with progression(p<0.01), although the magnitude of change was too small to be of clinical utility (0.19 mg/dL; 0.01 mmol/L). Current or antecedent year change in HbA1c, weight, TG or HDL were not associated with progression. In the year of glycemic worsening, rising glucose was strongly associated with a concurrent increase in weight (p<0.001). Conclusions Elevated FBG but not HbA1c identified individuals at risk for imminent glycemic worsening; the subsequent large rise in glucose was associated with a short-term increase in weight. Glucose and weight surveillance provide actionable information for those caring for patients with early diabetes.
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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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Ha J, Chung ST, Bogardus C, Jagannathan R, Bergman M, Sherman AS. One-hour glucose is an earlier marker of dysglycemia than two-hour glucose. Diabetes Res Clin Pract 2023; 203:110839. [PMID: 37482221 PMCID: PMC10592221 DOI: 10.1016/j.diabres.2023.110839] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 07/17/2023] [Accepted: 07/19/2023] [Indexed: 07/25/2023]
Abstract
AIMS The timing of increase in 1-hour PG and its utility as an earlier predictor of both prediabetes (PreDM) and type 2 diabetes (T2D) compared to 2-hour PG (2 h-PG) are unknown. To evaluate the timing of crossing of the 1 h-PG ≥ 155 mg/dl (8.6 mmol/L) for PreDM and 209 mg/dl (11.6 mmol/L) for T2D and respective current 2 h-PG thresholds of 140 mg/dl (7.8 mmol/L) and 200 mg/dl (11.1 mmol/L). METHODS Secondary analysis of 201 Southwest Native Americans who were followed longitudinally for 6-10 years and had at least 3 OGTTs. RESULTS We identified a subset of 43 individuals who first developed PreDM by both 1 h-PG and 2 h-PG criteria during the study. For most (32/43,74%), 1 h-PG ≥ 155 mg/dl was observed before 2 h-PG reached 140 mg/dl (median [IQR]: 1.7 [-0.25, 4.59] y; mean ± SEM: 5.3 ± 1.9 y). We also identified a subset of 33 individuals who first developed T2D during the study. For most (25/33, 75%), 1 h-PG reached 209 mg/dl earlier (median 1.0 [-0.56, 2.02] y; mean ± SEM: 1.6 ± 0.8 y) than 2 h-PG reached 200 mg/dl, diagnostic of T2D. CONCLUSIONS 1 h-PG ≥ 155 mg/dl is an earlier marker of elevated risk for PreDM and T2D than 2 h-PG ≥ 140 mg/dl.
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Affiliation(s)
- Joon Ha
- Department of Mathematics, Howard University, Washington, DC, USA
| | - 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, USA
| | - Clifton Bogardus
- Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, 445 N 5th Street, Phoenix, AZ 85004, USA
| | - Ram Jagannathan
- Hubert Department of Global Health, Emory University School of Public Health Atlanta, GA, USA
| | - Michael Bergman
- NYU Grossman School of Medicine, Departments of Medicine and Population Health, Division of Endocrinology, Diabetes, Metabolism, VA New York Harbor Healthcare System, Manhattan Campus, New York, NY 10010, USA
| | - Arthur S Sherman
- Laboratory of Biological Modeling, National Institute of Diabetes, Digestive, and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA.
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Becetti I, Lauze M, Lee H, Bredella MA, Misra M, Singhal V. Changes in Branched-Chain Amino Acids One Year after Sleeve Gastrectomy in Youth with Obesity and Their Association with Changes in Insulin Resistance. Nutrients 2023; 15:3801. [PMID: 37686833 PMCID: PMC10489782 DOI: 10.3390/nu15173801] [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: 08/11/2023] [Revised: 08/25/2023] [Accepted: 08/28/2023] [Indexed: 09/10/2023] Open
Abstract
Adults with obesity have a reduction in branched-chain amino acid (BCAA) levels following metabolic and bariatric surgery (MBS), which is hypothesized to contribute to the metabolic advantages of MBS. We examined this relationship in 62 youth 13-24 years old with severe obesity (47 female) over 12 months. Thirty had sleeve gastrectomy (SG) and 32 were non-surgical controls (NS). We measured fasting insulin, glucose, glycated hemoglobin (HbA1c), isoleucine, leucine, and valine concentrations, and post-prandial insulin and glucose, following a mixed meal tolerance test. Twenty-four-hour food recalls were collected. At baseline, groups did not differ in the intake or the serum levels of BCAAs, HbA1C, HOMA-IR, Matsuda index, insulinogenic index, or oral Disposition index (oDI). Over 12 months, SG vs. NS had greater reductions in serum BCAAs, and SG had significant reductions in BCAA intake. SG vs. NS had greater reductions in HbA1c and HOMA-IR, with increases in the Matsuda index and oDI. In SG, baseline leucine and total BCAA concentrations were negatively correlated with the baseline Matsuda index. Reductions in serum leucine were positively associated with the reductions in HOMA-IR over 12 months. These associations suggest a potential role of BCAA in regulating metabolic health. Reducing dietary intake and serum BCAA concentrations may reduce insulin resistance.
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Affiliation(s)
- Imen Becetti
- Division of Pediatric Endocrinology, Mass General for Children and Harvard Medical School, Boston, MA 02114, USA; (M.M.); (V.S.)
- Neuroendocrine Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Meghan Lauze
- Neuroendocrine Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Hang Lee
- Biostatistics Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Miriam A. Bredella
- Department of Radiology, Musculoskeletal Imaging and Interventions, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Madhusmita Misra
- Division of Pediatric Endocrinology, Mass General for Children and Harvard Medical School, Boston, MA 02114, USA; (M.M.); (V.S.)
- Neuroendocrine Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Vibha Singhal
- Division of Pediatric Endocrinology, Mass General for Children and Harvard Medical School, Boston, MA 02114, USA; (M.M.); (V.S.)
- Neuroendocrine Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Pediatric Program, MGH Weight Center, Massachusetts General Hospital, Boston, MA 02114, USA
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11
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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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12
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Di Bonito P, Valerio G, Licenziati MR, Corica D, Wasniewska M, Di Sessa A, Miraglia del Giudice E, Morandi A, Maffeis C, Mozzillo E, Calcaterra V, Franco F, Maltoni G, Faienza MF. One-Hour Post-Load Plasma Glucose and Altered Glucometabolic Profile in Youths with Overweight or Obesity. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:5961. [PMID: 37297565 PMCID: PMC10252535 DOI: 10.3390/ijerph20115961] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 02/04/2023] [Accepted: 05/24/2023] [Indexed: 06/12/2023]
Abstract
In youths, two cut-offs (133 and 155 mg/dL) have been proposed to identify high glucose levels at the 1 h (G60) mark during an oral glucose tolerance test (OGTT). We evaluated which cut-off was more closely associated with isolated impaired glucose tolerance (IGT) and cardiometabolic risk (CMR) in 1199 youth with overweight/obesity (OW/OB) and normal fasting glucose and/or HbA1c. The disposition index (DI) was available in 724 youths. The sample was divided by two cut-offs of G60: <133 mg/dL (n = 853) and ≥133 mg/dL (n = 346), or G60 < 155 mg/dL (n = 1050) and ≥155 mg/dL (n = 149). Independent of the cut-off, youths with high levels of G60 showed higher levels of G120, insulin resistance (IR), triglycerides to HDL ratio (TG/HDL), alanine aminotransferase (ALT), and lower insulin sensitivity (IS) and DI than youths with lower levels of G60. The percentage of youths showing IGT, IR, low IS, high TG/HDL ratio, high ALT, and low DI was 50% higher in the G60 ≥ 133 mg/dL group than in the G60 ≥ 155 mg/dL one. In youths with OW/OB and IGT, a cut-off of G60 ≥ 133 mg/dL is more useful than G60 ≥ 155 mg/dL to identify those at high risk of IGT and altered CMR profile.
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Affiliation(s)
- Procolo Di Bonito
- Department of Internal Medicine, “S. Maria delle Grazie” Hospital, 80078 Pozzuoli, Italy
| | - Giuliana Valerio
- Department of Movement Sciences and Wellbeing, University of Napoli “Parthenope”, 80133 Napoli, Italy
| | - Maria Rosaria Licenziati
- Neuro-Endocrine Diseases and Obesity Unit, Department of Neurosciences, Santobono-Pausilipon Children’s Hospital, 80139 Napoli, Italy
| | - Domenico Corica
- Department of Human Pathology in Adulthood and Childhood, University of Messina, 98125 Messina, Italy
| | - Malgorzata Wasniewska
- Department of Human Pathology in Adulthood and Childhood, University of Messina, 98125 Messina, Italy
| | - Anna Di Sessa
- Department of Woman, Child and of General and Specialized Surgery, University of Campania “Luigi Vanvitelli”, 80138 Napoli, Italy
| | - Emanuele Miraglia del Giudice
- Department of Woman, Child and of General and Specialized Surgery, University of Campania “Luigi Vanvitelli”, 80138 Napoli, Italy
| | - Anita Morandi
- Department of Surgery, Dentistry, Pediatrics and Gynecology, Section of Pediatric Diabetes and Metabolism, University and Azienda Ospedaliera Universitaria Integrata of Verona, 37126 Verona, Italy
| | - Claudio Maffeis
- Department of Surgery, Dentistry, Pediatrics and Gynecology, Section of Pediatric Diabetes and Metabolism, University and Azienda Ospedaliera Universitaria Integrata of Verona, 37126 Verona, Italy
| | - Enza Mozzillo
- Section of Pediatrics, Department of Translational Medical Science, Regional Center of Pediatric Diabetes, University of Naples “Federico II”, 80131 Napoli, Italy
| | - Valeria Calcaterra
- Pediatric Department, “V. Buzzi” Children’s Hospital, 20154 Milano, Italy
- Department of Internal Medicine, University of Pavia, 27100 Pavia, Italy
| | - Francesca Franco
- Pediatric Department, Azienda Sanitaria Universitaria Friuli Centrale, Hospital of Udine, 33100 Udine, Italy
| | - Giulio Maltoni
- Pediatric Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Maria Felicia Faienza
- Department of Precision and Regenerative Medicine and Ionian Area, University of Bari “Aldo Moro”, 70121 Bari, Italy
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13
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Peña A, Olson ML, Ayers SL, Sears DD, Vega-López S, Colburn AT, Shaibi GQ. Inflammatory Mediators and Type 2 Diabetes Risk Factors before and in Response to Lifestyle Intervention among Latino Adolescents with Obesity. Nutrients 2023; 15:nu15112442. [PMID: 37299403 DOI: 10.3390/nu15112442] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 05/15/2023] [Accepted: 05/23/2023] [Indexed: 06/12/2023] Open
Abstract
Obesity is associated with chronic inflammation that may contribute to T2D among youth. We examined the association between inflammatory biomarkers and insulin sensitivity and β-cell function and response to lifestyle intervention among Latino youth with obesity. Latino youth (n = 64) were randomized to six months of lifestyle intervention (INT, n = 40) or usual care (UC, n = 24). INT included nutrition education and physical activity. UC involved meeting with a pediatric endocrinologist and registered dietitian to discuss healthy lifestyles. At baseline, multiple linear regression assessed fasting serum interleukin-6 (IL-6), tumor necrosis factor-alpha (TNF-α), monocyte chemoattractant protein-1 (MCP-1), high-molecular weight adiponectin (HMW Adpn), IL-10, IL-1 receptor antagonist (IL-1ra) as predictors of insulin sensitivity (whole-body insulin sensitivity index, WBISI) and β-cell function (oral disposition index, oDI). Changes in outcomes between groups were assessed using covariance pattern models. At baseline, MCP-1 (β ± SE, -0.12 ± 0.05, p = 0.027) and IL-1ra (-0.03 ± 0.01, p = 0.005) were negatively associated with WBISI. Treatment effects were not observed for inflammatory markers. WBISI was significantly increased among both INT (from 1.8 ± 0.2 to 2.6 ± 0.4, p = 0.005) and UC (from 1.6 ± 0.2 to 2.8 ± 0.5, p = 0.002) with no significant differences between the groups. Obesity-related inflammatory mediators were associated with T2D risk factors but were unaffected by lifestyle intervention among Latino youth.
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Affiliation(s)
- Armando Peña
- Department of Health and Wellness Design, School of Public Health-Bloomington, Indiana University, Bloomington, IN 47405, USA
- College of Health Solutions, Arizona State University, Phoenix, AZ 85004, USA
- Center for Health Promotion and Disease Prevention, Arizona State University, Phoenix, AZ 85004, USA
| | - Micah L Olson
- Center for Health Promotion and Disease Prevention, Arizona State University, Phoenix, AZ 85004, USA
- Division of Pediatric Endocrinology and Diabetes, Phoenix Children's Hospital, Phoenix, AZ 85016, USA
| | - Stephanie L Ayers
- Southwestern Interdisciplinary Research Center, Arizona State University, Phoenix, AZ 85004, USA
| | - Dorothy D Sears
- College of Health Solutions, Arizona State University, Phoenix, AZ 85004, USA
| | - Sonia Vega-López
- College of Health Solutions, Arizona State University, Phoenix, AZ 85004, USA
- Southwestern Interdisciplinary Research Center, Arizona State University, Phoenix, AZ 85004, USA
| | - Abigail T Colburn
- Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT 06510, USA
- John B. Pierce Laboratory, Yale School of Medicine, New Haven, CT 06519, USA
| | - Gabriel Q Shaibi
- Center for Health Promotion and Disease Prevention, Arizona State University, Phoenix, AZ 85004, USA
- Division of Pediatric Endocrinology and Diabetes, Phoenix Children's Hospital, Phoenix, AZ 85016, USA
- Southwestern Interdisciplinary Research Center, Arizona State University, Phoenix, AZ 85004, USA
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14
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Meneses MJ, Patarrão RS, Pinheiro T, Coelho I, Carriço N, Marques AC, Romão A, Nabais J, Fortunato E, Raposo JF, Macedo MP. Leveraging the future of diagnosis and management of diabetes: From old indexes to new technologies. Eur J Clin Invest 2023; 53:e13934. [PMID: 36479853 DOI: 10.1111/eci.13934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 11/15/2022] [Accepted: 12/05/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Diabetes is a heterogeneous and multifactorial disease. However, glycemia and glycated hemoglobin have been the focus of diabetes diagnosis and management for the last decades. As diabetes management goes far beyond glucose control, it has become clear that assessment of other biochemical parameters gives a much wider view of the metabolic state of each individual, enabling a precision medicine approach. METHODS In this review, we summarize and discuss indexes that have been used in epidemiological studies and in the clinical practice. RESULTS Indexes of insulin secretion, sensitivity/resistance and metabolism have been developed and validated over the years to account also with insulin, C-peptide, triglycerides or even anthropometric measures. Nevertheless, each one has their own objective and consequently, advantages and disadvantages for specific cases. Thus, we discuss how new technologies, namely new sensors but also new softwares/applications, can improve the diagnosis and management of diabetes, both for healthcare professionals but also for caretakers and, importantly, to promote the empowerment of people living with diabetes. CONCLUSIONS In long-term, the solution for a better diabetes management would be a platform that allows to integrate all sorts of relevant information for the person with diabetes and for the healthcare practitioners, namely glucose, insulin and C-peptide or, in case of need, other parameters/indexes at home, sometimes more than once a day. This solution would allow a better and simpler disease management, more adequate therapeutics thereby improving patients' quality of life and reducing associated costs.
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Affiliation(s)
- Maria João Meneses
- iNOVA4Health, NOVA Medical School, Faculdade de Ciências Médicas, NMS, FCM, Universidade NOVA de Lisboa, Lisbon, Portugal.,DECSIS II Iberia, Évora, Portugal
| | - Rita Susana Patarrão
- iNOVA4Health, NOVA Medical School, Faculdade de Ciências Médicas, NMS, FCM, Universidade NOVA de Lisboa, Lisbon, Portugal
| | - Tomás Pinheiro
- CENIMAT i3N, Materials Science Department, Faculty of Science and Technology, Universidade NOVA de Lisboa and CEMOP/UNINOVA, Caparica, Portugal
| | - Inês Coelho
- iNOVA4Health, NOVA Medical School, Faculdade de Ciências Médicas, NMS, FCM, Universidade NOVA de Lisboa, Lisbon, Portugal
| | | | - Ana Carolina Marques
- CENIMAT i3N, Materials Science Department, Faculty of Science and Technology, Universidade NOVA de Lisboa and CEMOP/UNINOVA, Caparica, Portugal
| | | | - João Nabais
- Comprehensive Health Research Centre (CHRC), Departamento de Ciências Médicas e da Saúde, Escola de Saúde e Desenvolvimento Humano, Universidade de Évora, Évora, Portugal
| | - Elvira Fortunato
- CENIMAT i3N, Materials Science Department, Faculty of Science and Technology, Universidade NOVA de Lisboa and CEMOP/UNINOVA, Caparica, Portugal
| | - João Filipe Raposo
- iNOVA4Health, NOVA Medical School, Faculdade de Ciências Médicas, NMS, FCM, Universidade NOVA de Lisboa, Lisbon, Portugal.,APDP - Diabetes Portugal - Education and Research Center, Lisbon, Portugal
| | - Maria Paula Macedo
- iNOVA4Health, NOVA Medical School, Faculdade de Ciências Médicas, NMS, FCM, Universidade NOVA de Lisboa, Lisbon, Portugal.,APDP - Diabetes Portugal - Education and Research Center, Lisbon, Portugal
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15
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Alves JM, Chow T, Nguyen-Rodriguez S, Angelo B, Defendis A, Luo S, Smith A, Yunker AG, Xiang AH, Page KA. Associations Between Sleep and Metabolic Outcomes in Preadolescent Children. J Endocr Soc 2022; 6:bvac137. [PMID: 36249413 PMCID: PMC9557847 DOI: 10.1210/jendso/bvac137] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Indexed: 01/29/2023] Open
Abstract
Context Growing evidence suggests an important role for sleep for the metabolic health of children. Objective We aimed to determine how sleep is related to insulin sensitivity, insulin secretion, beta-cell function, and adiposity (BMI z-scores, body fat %, waist to height ratio) using objectively measured sleep and oral glucose tolerance test (OGTT)-derived measures. Methods Sixty-two children aged 7-11 years, born at Kaiser Permanente Southern California, wore wrist accelerometers for 7 days to objectively measure sleep, completed an OGTT, and had anthropometric measures (height [cm], weight [kg], waist [cm], body fat [%]) collected. Using linear regression, associations between Matsuda insulin sensitivity index (ISI), insulinogenic index (IGI), disposition index (DI), BMI z-score, waist to height ratio, and body fat % with sleep parameters [total sleep time (TST; min), sleep efficiency (SE; %), time in bed (TIB; min), wake after sleep onset (WASO; min), and sleep latency (SL; min)] were assessed. Body fat % was tested as a mediator of the relationship between TST and ISI. Results Longer TST was associated with better insulin sensitivity (P = 0.02), but not after adjusting for body fat %. Sleep parameters were not associated with IGI or DI. Longer TST was associated with lower % body fat (P = 0.01) and lower waist-to-height-ratios (P = 0.05). Body fat % explained 62% (P = 0.01) of the relationship between TST and ISI. Longer TIB was associated with lower adiposity measures (P < 0.05). There were no associations between SE, WASO, or SL and metabolic outcomes. Conclusion Objectively measured sleep duration was associated with lower adiposity, and the relationship between sleep duration and ISI appeared partly through adiposity levels in preadolescent children. Longer sleep duration may be important for metabolic health.
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Affiliation(s)
- Jasmin Marie Alves
- Division of Endocrinology, Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, 90033 CA, USA
- Diabetes and Obesity Research Institute, Keck School of Medicine, University of Southern California, Los Angeles, 90033 CA, USA
| | - Ting Chow
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, 91101 CA, USA
| | - Selena Nguyen-Rodriguez
- Department of Health Science, California State University Long Beach, Long Beach, 90840-4902 CA, USA
| | - Brendan Angelo
- Division of Endocrinology, Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, 90033 CA, USA
- Diabetes and Obesity Research Institute, Keck School of Medicine, University of Southern California, Los Angeles, 90033 CA, USA
| | - Alexis Defendis
- Division of Endocrinology, Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, 90033 CA, USA
- Diabetes and Obesity Research Institute, Keck School of Medicine, University of Southern California, Los Angeles, 90033 CA, USA
| | - Shan Luo
- Division of Endocrinology, Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, 90033 CA, USA
- Diabetes and Obesity Research Institute, Keck School of Medicine, University of Southern California, Los Angeles, 90033 CA, USA
- Department of Psychology, University of Southern California, Los Angeles, 90089 CA, USA
- Center for Endocrinology, Diabetes and Metabolism, Children's Hospital Los Angeles, Los Angeles, 90027 CA, USA
| | - Alexandro Smith
- Division of Endocrinology, Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, 90033 CA, USA
- Diabetes and Obesity Research Institute, Keck School of Medicine, University of Southern California, Los Angeles, 90033 CA, USA
| | - Alexandra Grace Yunker
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, 02115 MA, USA
| | - Anny H Xiang
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, 91101 CA, USA
| | - Kathleen Alanna Page
- Division of Endocrinology, Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, 90033 CA, USA
- Diabetes and Obesity Research Institute, Keck School of Medicine, University of Southern California, Los Angeles, 90033 CA, USA
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16
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Di Bonito P, Licenziati MR, Corica D, Wasniewska MG, Di Sessa A, Del Giudice EM, Morandi A, Maffeis C, Faienza MF, Mozzillo E, Calcaterra V, Franco F, Maltoni G, Valerio G. Phenotypes of prediabetes and metabolic risk in Caucasian youths with overweight or obesity. J Endocrinol Invest 2022; 45:1719-1727. [PMID: 35579861 PMCID: PMC9360115 DOI: 10.1007/s40618-022-01809-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Accepted: 04/22/2022] [Indexed: 11/28/2022]
Abstract
PURPOSE To assess the prevalence of pre-diabetes phenotypes, i.e., impaired fasting glucose (IFG), impaired glucose tolerance (IGT), increased HbA1c (IA1c), and their association with metabolic profile and atherogenic lipid profile in youths with overweight/obesity (OW/OB). METHODS This cross-sectional study analyzed data of 1549 youths (5-18 years) with OW/OB followed in nine Italian centers between 2016 and 2020. Fasting and post-load measurements of glucose, insulin, and HbA1c were available. Insulin resistance (IR) was estimated by HOMA-IR and insulin sensitivity (IS) by reciprocal of fasting insulin. The atherogenic lipid profile was assessed by triglycerides-to-HDL ratio or cholesterol-to-HDL ratio. Insulinogenic index was available in 939 youths, in whom the disposition index was calculated. RESULTS The prevalence of overall pre-diabetes, IFG, IGT and IA1c was 27.6%, 10.2%, 8% and 16.3%, respectively. Analyzing each isolated phenotype, IGT exhibited two- to three-fold higher odds ratio of family history of diabetes, and worse metabolic and atherogenic lipid profile vs normoglycemic youths; IFG was associated only with IR, while IA1c showed a metabolic and atherogenic lipid profile intermediate between IGT and IFG. CONCLUSION Prevalence of pre-diabetes was high and IA1c was the most prevalent phenotype in Italian youths with OW/OB. The IGT phenotype showed the worst metabolic and atherogenic lipid profile, followed by IA1c. More studies are needed to assess whether HbA1c may help improving the prediction of diabetes.
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Affiliation(s)
- P Di Bonito
- Department of Internal Medicine, "S. Maria Delle Grazie" Hospital, Pozzuoli, Italy
| | - M R Licenziati
- Obesity and Endocrine Disease Unit, Department of Neuroscience, Santobono-Pausilipon Children's Hospital, Naples, Italy
| | - D Corica
- Department of Human Pathology in Adulthood and Childhood, University of Messina, Messina, Italy
| | - M G Wasniewska
- Department of Human Pathology in Adulthood and Childhood, University of Messina, Messina, Italy
| | - A Di Sessa
- Department of Woman, Child and of General and Specialized Surgery, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - E Miraglia Del Giudice
- Department of Woman, Child and of General and Specialized Surgery, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - A Morandi
- Department of Surgery, Dentistry, Pediatrics and Gynecology, Section of Pediatric Diabetes and Metabolism, University and Azienda Ospedaliera, Universitaria Integrata of Verona, Verona, Italy
| | - C Maffeis
- Department of Surgery, Dentistry, Pediatrics and Gynecology, Section of Pediatric Diabetes and Metabolism, University and Azienda Ospedaliera, Universitaria Integrata of Verona, Verona, Italy
| | - M F Faienza
- Department of Biomedical Sciences and Human Oncology, Pediatric Unit, University of Bari "Aldo Moro", Bari, Italy
| | - E Mozzillo
- Section of Pediatrics, Department of Translational Medical Science, Regional Center of Pediatric Diabetes, University of Naples "Federico II", Naples, Italy
| | - V Calcaterra
- Pediatric Department, "V. Buzzi" Children's Hospital, Milan, Italy
- Department of Internal Medicine, University of Pavia, Pavia, Italy
| | - F Franco
- Pediatric Department, Azienda Sanitaria Universitaria del Friuli Centrale, Hospital of Udine, Udine, Italy
| | - G Maltoni
- Pediatric Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - G Valerio
- Department of Movement Sciences and Wellbeing, University of Naples "Parthenope", via Medina 40, 80133, Naples, Italy.
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17
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Peña A, Olson ML, Hooker E, Ayers SL, Castro FG, Patrick DL, Corral L, Lish E, Knowler WC, Shaibi GQ. Effects of a Diabetes Prevention Program on Type 2 Diabetes Risk Factors and Quality of Life Among Latino Youths With Prediabetes: A Randomized Clinical Trial. JAMA Netw Open 2022; 5:e2231196. [PMID: 36094502 PMCID: PMC9468887 DOI: 10.1001/jamanetworkopen.2022.31196] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 07/26/2022] [Indexed: 01/08/2023] Open
Abstract
Importance Latino youths are disproportionately impacted by prediabetes and type 2 diabetes (T2D). Lifestyle intervention is the first-line approach for preventing or delaying T2D among adults with prediabetes. Objective To assess the efficacy of a diabetes prevention program among Latino youths aged 12 to 16 years with prediabetes. Design, Setting, and Participants This 2-group parallel randomized clinical trial with 2:1 randomization assessed a lifestyle intervention against usual care among Latino youths with prediabetes and obesity with 6- and 12-month follow-up. The study was conducted at YMCA facilities in Phoenix, Arizona from May 2016 to March 2020. Intervention Participants were randomized to lifestyle intervention (INT) or usual care control (UCC). The 6-month INT included 1 d/wk of nutrition and health education and 3 d/wk of physical activity. UCC included 2 visits with a pediatric endocrinologist and a bilingual, bicultural registered dietitian to discuss diabetes risks and healthy lifestyle changes. Main Outcomes and Measures Insulin sensitivity, glucose tolerance, and weight-specific quality of life (YQOL-W) at 6- and 12-month follow-up. Results A total of 117 Latino youths (mean [SD] age, 14 [1] years; 47 [40.1%] girls) were included in the analysis. Overall, 79 were randomized to INT and 38 to UCC. At 6 months, the INT led to significant decreases in mean (SE) 2-hour glucose (baseline: 144 [3] mg/dL; 6 months: 132 [3] mg/dL; P = .002) and increases in mean (SE) insulin sensitivity (baseline: 1.9 [0.2]; 6 months: 2.6 [0.3]; P = .001) and YQOL-W (baseline: 75 [2]; 6 months: 80 [2]; P = .006), but these changes were not significantly different from UCC (2-hour glucose: mean difference, -7.2 mg/dL; 95% CI, -19.7 to 5.3 mg/dL; P for interaction = .26; insulin sensitivity: mean difference, 0.1; 95% CI, -0.7 to 0.9; P for interaction = .79; YQOL-W: mean difference, 6.3; 95% CI, -1.1 to 13.7; P for interaction = .10, respectively). Both INT (mean [SE], -15 mg/dL [4.9]; P = .002) and UCC (mean [SE], -15 mg/dL [5.4]; P = .005) had significant 12-month reductions in 2-hour glucose that did not differ significantly from each other (mean difference, -0.3; 95% CI, -14.5 to 14.1 mg/dL; P for interaction = .97). At 12 months, changes in mean (SE) insulin sensitivity in INT (baseline: 1.9 [0.2]; 12 months: 2.3 [0.2]; P = .06) and UCC (baseline: 1.9 [0.3]; 12 months: 2.0 [0.2]; P = .70) were not significantly different (mean difference, 0.3; 95% CI, -0.4 to 1.0; P for interaction = .37). At 12 months, YQOL-W was significantly increased in INT (basline: 75 [2]; 12 months: 82 [2]; P < .001) vs UCC (mean difference, 8.5; 95% CI, 0.8 to 16.2; P for interaction = .03). Conclusions and Relevance In this randomized clinical trial, both INT and UCC led to similar changes in T2D risk factors among Latino youths with diabetes; however, YQOL-W was improved in INT compared with UCC. Diabetes prevention interventions that are effective in adults also appeared to be effective in high risk youths. Trial Registration ClinicalTrials.gov Identifier: NCT02615353.
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Affiliation(s)
- Armando Peña
- Center for Health Promotion and Disease Prevention, Arizona State University, Phoenix
| | - Micah L. Olson
- Center for Health Promotion and Disease Prevention, Arizona State University, Phoenix
- Division of Pediatric Endocrinology and Diabetes, Phoenix Children’s Hospital, Phoenix, Arizona
| | - Elva Hooker
- Ivy Center for Family Wellness, The Society of St Vincent de Paul, Phoenix, Arizona
| | - Stephanie L. Ayers
- Southwest Interdisciplinary Research Center, Arizona State University, Phoenix
| | | | | | | | - Elvia Lish
- Ivy Center for Family Wellness, The Society of St Vincent de Paul, Phoenix, Arizona
| | - William C. Knowler
- National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona
| | - Gabriel Q. Shaibi
- Center for Health Promotion and Disease Prevention, Arizona State University, Phoenix
- Division of Pediatric Endocrinology and Diabetes, Phoenix Children’s Hospital, Phoenix, Arizona
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18
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Harnois-Leblanc S, Van Hulst A, Ybarra M, Barnett TA, Mathieu MÈ, McGrath JJ, Tremblay A, Paradis G, Drapeau V, Sylvestre MP, Henderson M. Natural history and determinants of dysglycemia in Canadian children with parental obesity from ages 8-10 to 15-17 years: The QUALITY cohort. Pediatr Diabetes 2022; 23:274-285. [PMID: 35023257 DOI: 10.1111/pedi.13315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 01/07/2022] [Accepted: 01/09/2022] [Indexed: 11/27/2022] Open
Abstract
In children, the mechanisms implicated in deterioration of glucose homeostasis versus reversion to normal glucose tolerance (NGT) remain uncertain. We aimed to describe the natural history of dysglycemia from childhood to late adolescence and to identify its early determinants. We used baseline (8-10 years, n = 630), 1st follow-up (10-12 years, n = 564) and 2nd follow-up (15-17 years, n = 377) data from the QUALITY cohort of White Canadian children with parental obesity. Children underwent a 2-h oral glucose tolerance test at each cycle with plasma glucose and insulin measured at 0/30/60/90/120 min. American Diabetes Association criteria defined dysglycemia (impaired fasting glucose, impaired glucose tolerance or type 2 diabetes). Longitudinal patterns of insulin sensitivity and beta-cell function were estimated using generalized additive mixed models. Model averaging identified biological, sociodemographic and lifestyle-related determinants of dysglycemia. Of the children NGT at baseline, 66 (21%) developed dysglycemia without reverting to NGT. Among children with dysglycemia at baseline, 24 (73%) reverted to NGT. In children with dysglycemia at 1st follow-up, 18 (53%) later reverted to NGT. Among biological, sociodemographic and lifestyle determinants at 8-10 years, only fasting and 2-h glucose were associated with developing dysglycemia (odds ratio [95% CI] per 1 mmol/L increase: 4.50 [1.06; 19.02] and 1.74 [1.11; 2.73], respectively). Beta-cell function decreased by 40% in children with overweight or obesity. In conclusion, up to 75% of children with dysglycemia reverted to NGT during puberty. Children with higher fasting and 2-h glucose were at higher risk for progression to dysglycemia, while no demographic/lifestyle determinants were identified.
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Affiliation(s)
- Soren Harnois-Leblanc
- School of Public Health, Université de Montréal, Montréal, Québec, Canada.,Research Center of Centre Hospitalier Universitaire Sainte-Justine, Montréal, Québec, Canada.,Research Centre of Centre Hospitalier Universitaire de Montréal, Montréal, Québec, Canada
| | - Andraea Van Hulst
- Ingram School of Nursing, McGill University, Montréal, Québec, Canada
| | - Marina Ybarra
- Research Center of Centre Hospitalier Universitaire Sainte-Justine, Montréal, Québec, Canada
| | - Tracie A Barnett
- Research Center of Centre Hospitalier Universitaire Sainte-Justine, Montréal, Québec, Canada.,Department of Family Medicine, Faculty of Medicine and Health Sciences, McGill University, Montréal, Québec, Canada
| | - Marie-Ève Mathieu
- Research Center of Centre Hospitalier Universitaire Sainte-Justine, Montréal, Québec, Canada.,School of Kinesiology and Physical Activity Sciences, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada
| | - Jennifer J McGrath
- PERFORM Centre and Department of Psychology, Faculty of Arts and Science, Concordia University, Montréal, Québec, Canada
| | - Angelo Tremblay
- Department of Kinesiology, Faculty of Medicine, Université Laval, Québec City, Québec, Canada
| | - Gilles Paradis
- Department of Epidemiology, Biostatistics and Occupational Health, Faculty of Medicine and Health Sciences, McGill University, Montréal, Québec, Canada
| | - Vicky Drapeau
- Department of Physical Education, Faculty of Education, Université Laval, Québec City, Québec, Canada
| | - Marie-Pierre Sylvestre
- School of Public Health, Université de Montréal, Montréal, Québec, Canada.,Research Centre of Centre Hospitalier Universitaire de Montréal, Montréal, Québec, Canada
| | - Mélanie Henderson
- School of Public Health, Université de Montréal, Montréal, Québec, Canada.,Research Center of Centre Hospitalier Universitaire Sainte-Justine, Montréal, Québec, Canada.,Department of Pediatrics, Faculty of Medicine, Université de Montreal, Montréal, Québec, Canada
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19
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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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20
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Harnois-Leblanc S, Hernandez MI, Codner E, Cassorla F, Oberfield SE, Leibel NI, Mathew RP, Ten S, Magoffin DA, Lane CJ, Goran MI, Azziz R, Baillargeon JP, Geller DH. Profile of Daughters and Sisters of Women With Polycystic Ovary Syndrome: The Role of Proband's Glucose Tolerance. J Clin Endocrinol Metab 2022; 107:e912-e923. [PMID: 34752621 PMCID: PMC8851929 DOI: 10.1210/clinem/dgab812] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Indexed: 11/19/2022]
Abstract
CONTEXT First-degree relatives of women with polycystic ovary syndrome (PCOS) present hormonal and metabolic alterations compared to girls unrelated to PCOS. It is unknown whether glucose intolerance in the PCOS proband confers a more severe metabolic predisposition on their first-degree relatives. OBJECTIVE To determine whether glucose tolerance status in women with PCOS is associated with worsened glucose metabolism and sex hormone levels in their peripubertal daughters or sisters. DESIGN Cross-sectional study. SETTING Seven academic centers in North America, South America, and Europe. PATIENTS Sixty-four pairs of women with PCOS and their daughters or younger sisters aged between 8 and 14 years were recruited. Twenty-five mothers or older sisters with PCOS were glucose intolerant (GI) and 39 were normal glucose tolerant (NGT). MAIN OUTCOME MEASURES Beta-cell function estimated by the insulin secretion-sensitivity index-2 (ISSI-2) during an oral glucose tolerance test and by the disposition index during a frequently sampled IV glucose tolerance test. Free testosterone and 17-hydroxyprogesterone (17-OHP) levels. RESULTS Being related to a GI PCOS proband was associated with a lower ISSI-2 (P-value = 0.032) after adjusting for ethnicity, body mass index z-score, and pubertal stage. They also had higher free testosterone (P-value = 0.011) and 17-OHP levels compared to girls with an NGT proband, the latter becoming significant after adjusting for confounders (P-value = 0.040). CONCLUSIONS Compared to first-degree female relatives of women with PCOS and NGT, first-degree relatives of women with PCOS and GI display lower beta-cell function and hyperandrogenemia, putting them at higher risk of GI and PCOS development.
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Affiliation(s)
- Soren Harnois-Leblanc
- Research Center, Centre Hospitalier Universitaire de Sherbrooke, Sherbrooke, QC, Canada
- Department of Preventive and Social Medicine, School of Public Health, Université de Montréal, Montréal, QC, H3T 1J4, Canada
- Current Affiliation: The current affiliation of S. H-L is the Department of Preventive and Social Medicine, School of Public Health, Université de Montréal, Montréal, QC, H3T 1J4, Canada
| | - Maria Isabel Hernandez
- Department of Preventive and Social Medicine, School of Public Health, Université de Montréal, Montréal, QC, H3T 1J4, Canada
| | - Ethel Codner
- Instituto de Investigaciones Materno Infantil, School of Medicine, University of Chile, Santiago, Chile
| | - Fernando Cassorla
- Instituto de Investigaciones Materno Infantil, School of Medicine, University of Chile, Santiago, Chile
| | - Sharon E Oberfield
- Department of Pediatrics, Columbia University Medical Center, New York, NY, USA
| | - Natasha I Leibel
- Department of Pediatrics, Columbia University Medical Center, New York, NY, USA
| | - Revi P Mathew
- Division of Pediatric Endocrinology, School of Medicine, Vanderbilt University, Nashville, TN, USA
| | - Svetlana Ten
- Richmond University Medical Center, Staten Island, NY, USA
| | - Denis A Magoffin
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Christianne J Lane
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Michael I Goran
- Center for Endocrinology, Diabetes and Metabolism, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Ricardo Azziz
- Departments of Obstetrics and Gynecology, and Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, ALUSA
- Department of Health Policy, Management and Behavior, School of Public Health, University at Albany, SUNY, Rensselaer, NYUSA
| | - Jean-Patrice Baillargeon
- Research Center, Centre Hospitalier Universitaire de Sherbrooke, Sherbrooke, QC, Canada
- Department of Medicine, Université de Sherbrooke, Sherbrooke, QC, Canada
- Correspondence: Jean-Patrice Baillargeon, Research Center, Centre Hospitalier Universitaire de Sherbrooke, Sherbrooke, QC J1H 5N4, Canada.
| | - David H Geller
- Center for Endocrinology, Diabetes and Metabolism, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Children’s Hospital Los Angeles, Los Angeles, CA, USA
- David H. Geller, Children’s Hospital Los Angeles, CA 90027, USA.
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21
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Chan CL, Pyle L, Vigers T, Zeitler PS, Nadeau KJ. The Relationship Between Continuous Glucose Monitoring and OGTT in Youth and Young Adults With Cystic Fibrosis. J Clin Endocrinol Metab 2022; 107:e548-e560. [PMID: 34537845 PMCID: PMC8764335 DOI: 10.1210/clinem/dgab692] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Indexed: 01/13/2023]
Abstract
CONTEXT Early glucose abnormalities in people with cystic fibrosis (PwCF) are commonly detected by continuous glucose monitoring (CGM). Relationships between these CGM abnormalities and oral glucose tolerance testing (OGTT) in PwCF have not been fully characterized. OBJECTIVE This work aimed to determine the relationship between CGM and common OGTT-derived estimates of β-cell function, including C-peptide index and oral disposition index (oDI) and to explore whether CGM can be used to screen for OGTT-defined prediabetes and cystic fibrosis-related diabetes (CFRD). METHODS PwCF not on insulin and healthy controls aged 6 to 25 years were enrolled in a prospective study collecting OGTT and CGM. A subset underwent frequently sampled OGTTs (fsOGTT) with 7-point glucose, insulin, and C-peptide measurements. Pearson correlation coefficient was used to test the association between select CGM and fsOGTT measures. Receiver operating curve (ROC) analysis was applied to CGM variables to determine the cutoff optimizing sensitivity and specificity for detecting prediabetes and CFRD. RESULTS A total of 120 participants (controls = 35, CF = 85), including 69 with fsOGTTs, were included. CGM coefficient of variation correlated inversely with C-peptide index (Cpeptide30-Cpeptide0/Glucose30-Glucose0) (r = -0.45, P < .001) and oDIcpeptide (C-peptide index)(1/cpep0) (r = -0.48, P < .0001). In PwCF, CGM variables had ROC - areas under the curve ranging from 0.43 to 0.57 for prediabetes and 0.47 to 0.6 for CFRD. CONCLUSION Greater glycemic variability on CGM correlated with reduced β-cell function. However, CGM performed poorly at discriminating individuals with and without OGTT-defined CFRD and prediabetes. Prospective studies are now needed to determine how well the different tests predict clinically relevant nonglycemic outcomes in PwCF.
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Affiliation(s)
- Christine L Chan
- Department of Pediatrics, Pediatric Endocrinology, Children’s Hospital Colorado and University of Colorado Anschutz Medical Center, Aurora, Colorado 80045, USA
| | - Laura Pyle
- Department of Biostatistics, Colorado School of Public Health, Aurora, Colorado 80045, USA
| | - Tim Vigers
- Department of Pediatrics, Pediatric Endocrinology, Children’s Hospital Colorado and University of Colorado Anschutz Medical Center, Aurora, Colorado 80045, USA
- Department of Biostatistics, Colorado School of Public Health, Aurora, Colorado 80045, USA
| | - Philip S Zeitler
- Department of Pediatrics, Pediatric Endocrinology, Children’s Hospital Colorado and University of Colorado Anschutz Medical Center, Aurora, Colorado 80045, USA
| | - Kristen J Nadeau
- Department of Pediatrics, Pediatric Endocrinology, Children’s Hospital Colorado and University of Colorado Anschutz Medical Center, Aurora, Colorado 80045, USA
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22
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Saleh M, Kim JY, March C, Gebara N, Arslanian S. Youth prediabetes and type 2 diabetes: Risk factors and prevalence of dysglycaemia. Pediatr Obes 2022; 17:e12841. [PMID: 34382374 DOI: 10.1111/ijpo.12841] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 07/23/2021] [Accepted: 07/26/2021] [Indexed: 01/14/2023]
Abstract
BACKGROUND The American Diabetes Association recommends risk-based screening for dysglycaemia (prediabetes and type 2 diabetes) in youth with overweight/obesity plus ≥1 risk factor. However, evidence for these recommendations is lacking. OBJECTIVES Examine the association between the number of risk factors and the prevalence of dysglycaemia in youth with overweight/obesity at initial presentation. METHODS In a paediatric obesity registry, youth (>10 and <20 years old, body mass index ≥85th percentile) were categorized into four groups according to number of risk factors (1, 2, 3 and ≥4). Based on oral glucose tolerance test, participants were classified into normal glucose tolerance or dysglycaemia. RESULTS Of 635 youth, 31.5% had prediabetes and 6.1% had type 2 diabetes. The prevalence of dysglycaemia was 23.1% with 1 risk factor and increased to 44.9% with ≥4 risk factors (p = 0.025). Dyslipidaemia, family history of type 2 diabetes and maternal history of gestational diabetes were significantly associated with dysglycaemia. Fasting and 2-h insulin, 2-h glucose increased (all p < 0.0001) and ALT increased (p = 0.001) with increasing risk factors. Insulin sensitivity and β-cell function deteriorated significantly with increasing risk factors. CONCLUSION Screening for dysglycaemia in youth with obesity and any additional risk factor is warranted to target early management.
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Affiliation(s)
- Mohamed Saleh
- Division of Pediatric Endocrinology, Metabolism and Diabetes Mellitus, UPMC-Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Joon Young Kim
- Department of Exercise Science, Syracuse University, Syracuse, New York, USA
| | - Christine March
- Division of Pediatric Endocrinology, Metabolism and Diabetes Mellitus, UPMC-Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Nour Gebara
- Division of Pediatric Endocrinology, Metabolism and Diabetes Mellitus, UPMC-Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Center for Pediatric Research in Obesity and Metabolism, UPMC-Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Silva Arslanian
- Division of Pediatric Endocrinology, Metabolism and Diabetes Mellitus, UPMC-Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Center for Pediatric Research in Obesity and Metabolism, UPMC-Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
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De Sanctis V, Soliman A, Daar S, Tzoulis P, Yassin MA, Di Maio S, Kattamis C. Insulin-Like Growth Factor -1 (IGF-1) and Glucose Dysregulation in Young Adult Patients with β-Thalassemia Major: Causality or Potential Link? ACTA BIO-MEDICA : ATENEI PARMENSIS 2022; 93:e2022331. [PMID: 36533767 PMCID: PMC9828921 DOI: 10.23750/abm.v93i6.13288] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 06/04/2022] [Indexed: 01/21/2023]
Abstract
BACKGROUND Insulin-like growth factor-1 (IGF-1) has been shown to lower blood glucose through stimulating glucose transport to fat and muscle and inhibiting hepatic glucose output. Although previous cross-sectional reports reported an association between low circulating concentrations of IGF-1 and glucose dysregulation (GD), its role is still debated. AIMS OF STUDY The present retrospective study was designed to assess the circulating IGF-1 levels in β-thalassemia major (β -TM) patients with normal oral glucose tolerance test (NGT-OGTT) and (GD) referred for an endocrine evaluation to explore the potential link between low IGF-1 and GD. STUDY DESIGN AND METHODS Our study included 34 young adult patients with β-TM; 12 patients with NGT after OGTT, 7 with impaired glucose tolerance (IGT), 9 with impaired fasting glucose (IFG) plus IGT, and 6 patients with β-TM-related diabetes mellitus (β-TM- DM). RESULTS Twenty-two β-TM patients with GD or β-TM- DM and 1 patient with NGT had IGF-1 levels below the 2.5th percentile. Correlation of IGF-1 with fasting plasma glucose, HOMA-IR (homeostatic model assessment for insulin resistance) and OGIS (oral glucose insulin sensitivity) was found. Moreover, a negative correlation was documented between ALT and the Insulinogenic Index (IGI) and a positive correlation between serum ferritin and PG 2-h after OGTT. CONCLUSION This study reports for the first time an association between low levels of IGF-1 and GD in β-TM patients. Despite some limitations, our study can serve to generate proposals for more convenient and efficient methods to identify and treat early GD in patients with β-TM, and to conduct more extensive studies. www.actabiomedica.it).
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Affiliation(s)
- Vincenzo De Sanctis
- Coordinator of ICET-A Network (International Network of Clinicians for Endocrinopathies in Thalassemia and Adolescent Medicine) and Pediatric and Adolescent Outpatient Clinic, Quisisana Hospital, Ferrara, Italy
| | - Ashraf Soliman
- Department of Pediatrics, Division of Endocrinology, Hamad General Hospital, Doha, Qatar and Department of Pediatrics, Division of Endocrinology, Alexandria University Children’s Hospital, Alexandria, Egypt
| | - Shahina Daar
- Department of Haematology, College of Medicine and Health Sciences, Sultan Qaboos University, Sultanate of Oman, Oman
| | - Ploutarchos Tzoulis
- Department of Metabolism and Experimental Therapeutics, Division of Medicine, University College London, London, UK
| | - Mohamed A. Yassin
- Hematology-Oncology Department, National Centre for Cancer Care and Research, Doha, Qatar
| | - Salvatore Di Maio
- Emeritus Director in Pediatrics, Children’s Hospital “Santobono-Pausilipon”, Naples, Italy
| | - Christos Kattamis
- First Department of Pediatrics, National Kapodistrian University of Athens, Greece
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Grugni G, Fanolla A, Lupi F, Longhi S, Saezza A, Sartorio A, Radetti G. Parameters of Glucose Homeostasis in the Recognition of the Metabolic Syndrome in Young Adults with Prader-Willi Syndrome. J Clin Med 2021; 10:jcm10235635. [PMID: 34884336 PMCID: PMC8658712 DOI: 10.3390/jcm10235635] [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: 11/05/2021] [Revised: 11/25/2021] [Accepted: 11/26/2021] [Indexed: 11/16/2022] Open
Abstract
To verify the accuracy of different indices of glucose homeostasis in recognizing the metabolic syndrome in a group of adult patients with Prader–Willi syndrome (PWS), 102 PWS patients (53 females/49 males), age ±SD 26.9 ± 7.6 yrs, Body Mass Index (BMI) 35.7 ± 10.7, were studied. The following indices were assessed in each subject during an oral glucose tolerance test (OGTT): 1 h (>155 mg/dL) and 2 h (140–199 mg/dL) glucose levels, the oral disposition index (ODI), the insulinogenic index (IGI), the insulin resistance (HOMA-IR) were evaluated at baseline, 1 h and 2 h. Although minor differences among indices were found, according to the ROC analysis, no index performed better in recognizing MetS. Furthermore, the diagnostic threshold levels changed over the years and therefore the age-related thresholds were calculated. The easily calculated HOMA-IR at baseline may be used to accurately diagnose MetS, thus avoiding more complicated procedures.
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Affiliation(s)
- Graziano Grugni
- Experimental Laboratory for Auxo-Endocrinological Research & Division of Auxology, Istituto Auxologico Italiano, IRCCS, 28824 Verbania, Italy; (A.S.); (A.S.)
- Correspondence: ; Tel.: +39-03-2351-4247; Fax: +39-03-2351-4230
| | - Antonio Fanolla
- Observatory for Health Provincial Government South Tyrol, 39100 Bolzano, Italy;
| | - Fiorenzo Lupi
- Department of Pediatrics, Regional Hospital of Bolzano, 39100 Bolzano, Italy; (F.L.); (S.L.)
| | - Silvia Longhi
- Department of Pediatrics, Regional Hospital of Bolzano, 39100 Bolzano, Italy; (F.L.); (S.L.)
| | - Antonella Saezza
- Experimental Laboratory for Auxo-Endocrinological Research & Division of Auxology, Istituto Auxologico Italiano, IRCCS, 28824 Verbania, Italy; (A.S.); (A.S.)
| | - Alessandro Sartorio
- Experimental Laboratory for Auxo-Endocrinological Research & Division of Auxology, Istituto Auxologico Italiano, IRCCS, 28824 Verbania, Italy; (A.S.); (A.S.)
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Redondo MJ, Warnock MV, Libman IM, Bocchino LE, Cuthbertson D, Geyer S, Pugliese A, Steck AK, Evans-Molina C, Becker D, Sosenko JM, Bacha F. TCF7L2 Genetic Variants Do Not Influence Insulin Sensitivity or Secretion Indices in Autoantibody-Positive Individuals at Risk for Type 1 Diabetes. Diabetes Care 2021; 44:2039-2044. [PMID: 34326068 PMCID: PMC8740915 DOI: 10.2337/dc21-0531] [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: 03/08/2021] [Accepted: 06/10/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE We aimed to test whether type 2 diabetes (T2D)-associated TCF7L2 genetic variants affect insulin sensitivity or secretion in autoantibody-positive relatives at risk for type 1 diabetes (T1D). RESEARCH DESIGN AND METHODS We studied autoantibody-positive TrialNet Pathway to Prevention study participants (N = 1,061) (mean age 16.3 years) with TCF7L2 single nucleotide polymorphism (SNP) information and baseline oral glucose tolerance test (OGTT) to calculate indices of insulin sensitivity and secretion. With Bonferroni correction for multiple comparisons, P values < 0.0086 were considered statistically significant. RESULTS None, one, and two T2D-linked TCF7L2 alleles were present in 48.1%, 43.9%, and 8.0% of the participants, respectively. Insulin sensitivity (as reflected by 1/fasting insulin [1/IF]) decreased with increasing BMI z score and was lower in Hispanics. Insulin secretion (as measured by 30-min C-peptide index) positively correlated with age and BMI z score. Oral disposition index was negatively correlated with age, BMI z score, and Hispanic ethnicity. None of the indices were associated with TCF7L2 SNPs. In multivariable analysis models with age, BMI z score, ethnicity, sex, and TCF7L2 alleles as independent variables, C-peptide index increased with age, while BMI z score was associated with higher insulin secretion (C-peptide index), lower insulin sensitivity (1/IF), and lower disposition index; there was no significant effect of TCF7L2 SNPs on any of these indices. When restricting the analyses to participants with a normal OGTT (n = 743; 70%), the results were similar. CONCLUSIONS In nondiabetic autoantibody-positive individuals, TCF7L2 SNPs were not related to insulin sensitivity or secretion indices after accounting for BMI z score, age, sex, and ethnicity.
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Affiliation(s)
- Maria J Redondo
- Texas Children's Hospital, Baylor College of Medicine, Houston, TX
| | | | | | - Laura E Bocchino
- University of South Florida, Tampa, FL
- Jaeb Center for Health Research, Tampa, FL
| | | | - Susan Geyer
- University of South Florida, Tampa, FL
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN
| | | | - Andrea K Steck
- Barbara Davis Center for Diabetes, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Carmella Evans-Molina
- Center for Diabetes and Metabolic Diseases, Indiana University School of Medicine, Indianapolis, IN
| | | | - Jay M Sosenko
- Diabetes Research Institute, Miller School of Medicine, University of Miami, Miami, FL
| | - Fida Bacha
- Texas Children's Hospital, Baylor College of Medicine, Houston, TX
- Children's Nutrition Research Center, Agricultural Research Service, U.S. Department of Agriculture, Houston, TX
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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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Sheanon N, Elder D, Khoury J, Casnellie L, Gutmark-Little I, Cernich J, Backeljauw PF. Increased Prevalence of Beta-Cell Dysfunction despite Normal HbA1c in Youth and Young Adults with Turner Syndrome. Horm Res Paediatr 2021; 94:297-306. [PMID: 34657042 PMCID: PMC8678339 DOI: 10.1159/000520233] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 10/15/2021] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Adult women with Turner syndrome (TS) have a high prevalence of diabetes and β-cell dysfunction that increases morbidity and mortality, but it is unknown if there is β-cell dysfunction present in youth with TS. This study aimed to determine the prevalence of β-cell dysfunction in youth with TS and the impact of traditional therapies on insulin sensitivity (SI) and insulin secretion. METHODS Cross-sectional, observational study recruited 60 girls with TS and 60 healthy controls (HC) matched on pubertal status. Each subject had a history, physical exam, and oral glucose tolerance test (OGTT). Oral glucose and c-peptide minimal modeling was used to determine β-cell function. RESULTS Twenty-one TS girls (35%) met criteria for prediabetes. Impaired fasting glucose was present in 18% of girls with TS and 3% HC (p value = 0.02). Impaired glucose tolerance was present in 23% of TS girls and 0% HC (p value <0.001). The hemoglobin A1c was not different between TS and HC (median 5%, p = 0.42). Youth with TS had significant reductions in SI, β-cell responsivity (Φ), and disposition index (DI) compared to HC. These differences remained significant when controlling for body mass index z-score (p values: 0.0006, 0.002, <0.0001 for SI, Φ total, DI, respectively). CONCLUSIONS β-Cell dysfunction is present in youth with TS compared to controls. The presence of both reduced insulin secretion and SI suggest a unique TS-related glycemic phenotype. Based on the data from this study, we strongly suggest that providers employ serial OGTT to screen for glucose abnormalities in TS youth.
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Affiliation(s)
- Nicole Sheanon
- Department of Pediatrics, University of Cincinnati College of Medicine. Division of Endocrinology, Cincinnati Children’s Hospital Medical Center, Ohio, USA
| | - Deborah Elder
- Department of Pediatrics, University of Cincinnati College of Medicine. Division of Endocrinology, Cincinnati Children’s Hospital Medical Center, Ohio, USA
| | - Jane Khoury
- Department of Pediatrics, University of Cincinnati College of Medicine, Division of Biostatistics and Epidemiology and Division of Endocrinology, Cincinnati Children’s Hospital Medical Center, Ohio, USA
| | - Lori Casnellie
- Division of Endocrinology, Cincinnati Children’s Hospital Medical Center, Ohio, USA
| | - Iris Gutmark-Little
- Department of Pediatrics, University of Cincinnati College of Medicine. Division of Endocrinology, Cincinnati Children’s Hospital Medical Center, Ohio, USA
| | - Joseph Cernich
- Department of Pediatrics, University of Missouri-Kansas City School of Medicine, Division of Endocrinology, Children’s Mercy Kansas City, Missouri, USA
| | - Phillipe F. Backeljauw
- Department of Pediatrics, University of Cincinnati College of Medicine. Division of Endocrinology, Cincinnati Children’s Hospital Medical Center, Ohio, USA
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Hannon TS, Edelstein SL, Arslanian SA, Caprio S, Zeitler PS, Buchanan TA, Ehrmann DA, Mather KJ, Tripputi M, Kahn SE, Nadeau KJ. Withdrawal of medications leads to worsening of OGTT parameters in youth with impaired glucose tolerance or recently-diagnosed type 2 diabetes. Pediatr Diabetes 2020; 21:1437-1446. [PMID: 32985775 PMCID: PMC7642167 DOI: 10.1111/pedi.13129] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 06/26/2020] [Accepted: 06/30/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND The RISE Pediatric Medication Study compared strategies for preserving β-cell function, including a 9-month follow-up after treatment withdrawal to test treatment effect durability. OBJECTIVE Evaluate OGTT measures of glucose and β-cell response through 12 months of intervention and 9 months of medication washout. PARTICIPANTS Youth (n = 91) aged 10 to 19 years with BMI ≥85th percentile and impaired glucose tolerance (IGT) or recently diagnosed type 2 diabetes (T2D). METHODS A multicenter randomized clinical trial comparing insulin glargine for 3 months followed by metformin for 9 months (G→Met) or metformin alone (Met) for 12 months. We report within-group changes from baseline to end of medication intervention (M12), baseline to 9 months post-medication withdrawal (M21), and end of medication (M12) to M21. OGTT C-peptide index [CPI] paired with 1/fasting insulin evaluated β-cell response. RESULTS At M12, both treatments were associated with stable fasting glucose (G→Met baseline 6.0 ± 0.1 vs M12 5.9 ± 0.2 mmol/L, P = .62; Met baseline 6.1 ± 0.2 vs M12 6.0 ± 0.2 mmol/L, P = .73) and 2-hour glucose (G→Met baseline 10.2 ± 0.4 vs M12 9.3 ± 0.5 mmol/L, P = .03; Met baseline 10.2 ± 0.4 vs M12 10.6 ± 0.6 mmol/L, P = .88). Following medication withdrawal, fasting glucose worsened (G→Met M21 8.6 ± 1.8, P = .004; Met M21 7.8 ± 0.7 mmol/L, P = .003), as did 2-hour glucose (G→Met M21 13.2 ± 1.4, P = .002; Met M21 13.1 ± 1.2 mmol/L, P = .006), associated with declines in β-cell response. CONCLUSIONS G→Met and Met were associated with stable glucose measures during 12 months of treatment in youth with IGT or recently diagnosed T2D. Glucose and β-cell response worsened post-medication withdrawal, suggesting treatment must be long-term or alternative treatments pursued.
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Affiliation(s)
- Tamara S Hannon
- Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Sharon L Edelstein
- George Washington University Biostatistics Center, Rockville, Maryland, USA
| | - Silva A Arslanian
- University of Pittsburgh Medical Center, Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Sonia Caprio
- Yale University School of Medicine, New Haven, Connecticut, USA
| | - Philip S Zeitler
- University of Colorado Anschutz Medical Campus, Children's Hospital Colorado, Aurora, Colorado, USA
| | - Thomas A Buchanan
- University of Southern California, Keck School of Medicine, Los Angeles, California, USA
| | | | - Kieren J Mather
- Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Mark Tripputi
- George Washington University Biostatistics Center, Rockville, Maryland, USA
| | - Steven E Kahn
- VA Puget Sound Health Care System and University of Washington, Seattle, Washington, USA
| | - Kristen J Nadeau
- University of Colorado Anschutz Medical Campus, Children's Hospital Colorado, Aurora, Colorado, USA
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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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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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Mather KJ, Chen M, Hannon TS. Linearization of the Disposition Index equation allows evaluation of secretion-sensitivity coupling slopes. J Diabetes Complications 2020; 34:107589. [PMID: 32376087 DOI: 10.1016/j.jdiacomp.2020.107589] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Revised: 03/29/2020] [Accepted: 03/29/2020] [Indexed: 12/28/2022]
Abstract
AIMS The Disposition Index (DI) is widely used in clinical studies of β-cell function. However, direct physiologic interpretation of the DI value and the inverse exponential slope relating insulin secretion and insulin sensitivity terms is difficult. We evaluated a linearization of the relationship that allows separate evaluation of the DI term and the slope. METHODS Insulin secretion and sensitivity indices were derived from standardized oral glucose tolerance testing, including commonly used terms and model-derived terms. The population included participants with normoglycemia, dysglycemia or Type 2 diabetes. Logarithmic transformation of the DI equation to linearize the secretion-sensitivity relationship was performed, and the resulting secretion-sensitivity relationships were evaluated using standard linear regression methods. RESULTS Simple logarithmic transformation linearized the secretion-sensitivity relationships available from a variety of OGTT-derived metrics. In normoglycemic subjects the slopes approximated -1 in insulin-basedsecretion-sensitivity pairs, and approximated -0.6 in C-peptide based secretion-sensitivity pairs. Group differences in DI terms were observed as expected. These analyses also revealed differing secretion-sensitivity slopes, with IGT and T2D demonstrating progressively impaired coupling. CONCLUSIONS Linearization of the secretion-sensitivity relationship provides simplified interpretation of the DI value and allows simple analysis and meaningful interpretation of the secretion-sensitivity slope. This linear relationship is amenable to standard statistical evaluations for comparisons of insulin secretion responses and of secretion-sensitivity coupling across groups.
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Affiliation(s)
- Kieren J Mather
- Indiana University School of Medicine, United States of America.
| | - Melinda Chen
- University of Nebraska School of Medicine, United States of America
| | - Tamara S Hannon
- Indiana University School of Medicine, United States of America
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Arslanian S, El ghormli L, Haymond MH, Chan CL, Chernausek SD, Gandica RG, Gubitosi-Klug R, Levitsky LL, Siska M, Willi SM. Beta cell function and insulin sensitivity in obese youth with maturity onset diabetes of youth mutations vs type 2 diabetes in TODAY: Longitudinal observations and glycemic failure. Pediatr Diabetes 2020; 21:575-585. [PMID: 32064729 PMCID: PMC7654712 DOI: 10.1111/pedi.12998] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Revised: 01/22/2020] [Accepted: 01/29/2020] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVE In treatment options for type 2 diabetes in adolescents and youth (TODAY), 4.5% of obese youth clinically diagnosed with type 2 diabetes (T2D) had genetic variants consistent with maturity onset diabetes of youth (MODY) diagnosis. The course of IS and β-cell function in obese youth with MODY remains unknown. In this secondary analysis, we examined IS and β-cell function in MODY vs. non-MODY obese youth at randomization and over time. METHODS Genetic data in TODAY included 426 non-MODY (T2D) and 22 MODY youth (7 glucokinase MODY mutation positive [GCK-MODY], 12 hepatocyte nuclear factor MODY mutation positive [HNF-MODY], 2 Insulin gene mutation [insulin (INS)-MODY], and 1 Kruppel-like factor 11 [KLF11-MODY]). Oral glucose tolerance test (OGTT)-derived IS, C-peptide index, and β-cell function relative to IS oral disposition index (oDI) was measured at randomization, and over 24 months in addition to total and high-molecular-weight adiponectin (HMWA). RESULTS At randomization, IS, total adiponectin, and HMWA were significantly higher in the two MODY groups than in non-MODY. β-cell function measured by C-peptide oDI was 3-fold higher in GCK-MODY than in HNF-MODY and 1.5-fold higher than non-MODY (P for both <.05). Glycemic failure rate was 75.0% in HNF-MODY, 46.9% in non-MODY, and zero in GCK-MODY youth. While the changes in IS and oDI were not different among the three groups in the first 6 months, IS improved from 6 to 24 months in HNF-MODY vs GCK-MODY youth. CONCLUSIONS In TODAY, β-cell function at randomization was worse in obese HNF-MODY youth compared with GCK-MODY youth, while insulin sensitivity was worse in non-MODY compared with the other two MODY groups. Over time, IS showed the greatest improvement in HNF-MODY youth. This raises the possibility that TODAY therapeutic modalities of insulin sensitization in these obese HNF-MODY youth may have played a beneficial role.
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Affiliation(s)
- Silva Arslanian
- UPMC Children’s Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Laure El ghormli
- George Washington University Biostatistics Center, Rockville, Maryland
| | | | | | | | | | | | | | | | - Steven M. Willi
- Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
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Kosaryan M, Rahimi M, Zamanfar D, Darvishi-Khezri H. Liver iron concentration is an independent risk factor for the prediabetic state in β-thalassemia patients. Int J Diabetes Dev Ctries 2020. [DOI: 10.1007/s13410-019-00789-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
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Kim JY, Tfayli H, Bacha F, Lee S, Michaliszyn SF, Yousuf S, Gebara N, Arslanian S. β-cell function, incretin response, and insulin sensitivity of glucose and fat metabolism in obese youth: Relationship to OGTT-time-to-glucose-peak. Pediatr Diabetes 2020; 21:18-27. [PMID: 31677208 DOI: 10.1111/pedi.12940] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Revised: 10/04/2019] [Accepted: 10/26/2019] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND In adults, the time-to-glucose-peak at or after 30 minutes during an oral glucose tolerance test (OGTT) identifies physiologically distinct groups with differences in insulin sensitivity, β-cell function and risk for type 2 diabetes. In obese non-diabetic adolescents, we investigated if the OGTT-time-to-glucose-peak also reflects incretin and free fatty acid (FFA) responses besides insulin sensitivity and β-cell function, measured by the clamp. METHODS Obese adolescents (n = 278) were categorized according to their OGTT-time-to-glucose-peak by Early-peak (at 30 minutes) vs Late-peak (>30 minutes) groups. Body composition, visceral adipose tissue, oral disposition index and OGTT-area under the curve (AUC) were examined. A subset of 102 participants had both hyperinsulinemic-euglycemic and hyperglycemic clamps to measure in vivo insulin sensitivity, insulin secretion, and β-cell function relative to insulin sensitivity. RESULTS Compared with the Early-peak group, the Late-peak group had impaired β-cell function relative to insulin sensitivity, lower glucose-dependent insulinotropic polypeptide-AUC, and higher FFA-AUC despite higher insulin- and C-peptide-AUC. They also had lower hepatic and peripheral insulin sensitivity despite similar percent body fat and visceral adipose tissue, and had higher prevalence of impaired glucose tolerance (all P < .05). CONCLUSIONS In obese non-diabetic youth, those with a Late-peak vs an Early-peak glucose during an OGTT showed diminished β-cell function, blunted incretin secretion, and lower insulin sensitivity of glucose and FFA metabolism. It remains to be determined if Late-peak glucose predicts the future development of type 2 diabetes in these high-risk youth.
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Affiliation(s)
- Joon Young Kim
- Department of Exercise Science, Syracuse University, Syracuse, New York
| | - 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, Texas
| | - SoJung Lee
- Division of Sports Medicine, Graduate School of Physical Education, Kyung Hee University, Yongin, Republic of Korea
| | - Sara F Michaliszyn
- Kinesiology and Sport Science, Youngstown State University, Youngstown, Ohio
| | - Shahwar Yousuf
- Center for Pediatric Research in Obesity and Metabolism, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Nour Gebara
- Center for Pediatric Research in Obesity and Metabolism, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - 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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Martos-Moreno GÁ, Martínez-Villanueva J, González-Leal R, Chowen JA, Argente J. Sex, puberty, and ethnicity have a strong influence on growth and metabolic comorbidities in children and adolescents with obesity: Report on 1300 patients (the Madrid Cohort). Pediatr Obes 2019; 14:e12565. [PMID: 31373441 DOI: 10.1111/ijpo.12565] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Revised: 06/24/2019] [Accepted: 07/05/2019] [Indexed: 11/29/2022]
Abstract
BACKGROUND The capacity to correctly assess insulin resistance and its role in further obesity-associated metabolic derangement in children is under debate, and its determinants remain largely unknown. OBJECTIVE We investigated the association of the insulin secretion profile with other metabolic derangements and anthropometric features in children and adolescents with obesity, exploring the role of ethnicity. PATIENTS AND METHODS Growth and metabolic features, including fasting insulin levels and insulin secretory profile in an oral glucose tolerance test (OGTT), were analyzed according to ethnicity in 1300 patients with obesity (75.8% Caucasians/19.0% Latinos). RESULTS Height and bone age were influenced by sex, ethnicity, and insulinemia. Latino patients had higher insulin (P < .001), but similar glycemia both prepubertally and postpubertally, compared with Caucasians. Type 2 diabetes was uncommon (0.1%). Impaired glucose tolerance was associated to higher age, BMI, uric acid, and triglyceride levels (all P < .05), as was fasting hyperinsulinism. Impaired fasting glucose or HbA1c 5.7% to 6.4% showed no association with further metabolic derangement. A delayed insulin peak in the OGTT was associated to more severe metabolic disturbances. CONCLUSIONS Obesity-associated hyperglycemia is unusual in our environment whereas fasting and late postprandial hyperinsulinemia are highly prevalent, with this being influenced by race and closely related with lipid metabolism impairment.
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Affiliation(s)
- Gabriel Á Martos-Moreno
- Department of Endocrinology, Research Institute "La Princesa", Hospital Infantil Universitario Niño Jesús, Avenida Menéndez Pelayo, 65E-28009, Madrid, Spain.,Department of Pediatrics, Universidad Autónoma de Madrid, Madrid, Spain.,CIBER Fisiopatología Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain
| | - Julián Martínez-Villanueva
- Department of Endocrinology, Research Institute "La Princesa", Hospital Infantil Universitario Niño Jesús, Avenida Menéndez Pelayo, 65E-28009, Madrid, Spain
| | - Rocío González-Leal
- Department of Endocrinology, Research Institute "La Princesa", Hospital Infantil Universitario Niño Jesús, Avenida Menéndez Pelayo, 65E-28009, Madrid, Spain
| | - Julie A Chowen
- Department of Endocrinology, Research Institute "La Princesa", Hospital Infantil Universitario Niño Jesús, Avenida Menéndez Pelayo, 65E-28009, Madrid, Spain.,CIBER Fisiopatología Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain
| | - Jesús Argente
- Department of Endocrinology, Research Institute "La Princesa", Hospital Infantil Universitario Niño Jesús, Avenida Menéndez Pelayo, 65E-28009, Madrid, Spain.,Department of Pediatrics, Universidad Autónoma de Madrid, Madrid, Spain.,CIBER Fisiopatología Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain.,CEI UAM + CSIC, IMDEA Food Institute, Madrid, Spain
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Li GH, Chen XF, Liang XY, Lin H, Zhang L, Xu XQ, Wu W, Huang K, Dong GP, Zhang JW, Rose SR, Ullah R, Zeitler P, Fu JF. β-Cell function in obese children and adolescents with metabolic syndrome compared to isolated obesity. Pediatr Diabetes 2019; 20:861-870. [PMID: 31408243 DOI: 10.1111/pedi.12905] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Revised: 05/05/2019] [Accepted: 05/08/2019] [Indexed: 11/26/2022] Open
Abstract
OBJECTIVE To evaluate β-cell function in obese children and adolescents meeting clinical criteria for isolated obesity (iOB), isolated components of dysmetabolism (cMD), or metabolic syndrome (MS), and in obese children and adolescents with normal glucose tolerance (NGT), impaired glucose regulation (IGR), or type 2 diabetes (T2DM). STUDY DESIGN We undertook a prospective study of Han Chinese children and adolescents aged 8-16 years (median 11 ± 1.4) seen in an obesity clinic between May 2013 and 2018. Patients were classified as iOB (53), cMD (139), and MS (139) groups based on clinical criteria. The same patients were also classified as NGT (212), IGR (111), or T2DM (8) based on results of an oral glucose tolerance test (OGTT). The MS patients were classified as NGT [MS](59) and IGR [MS](72) for the further study. All participants also completed a mixed-meal tolerance test (MMTT). RESULTS Compared with the iOB group, the MS group had significantly higher area under the curve of C-peptide up to the 2 hours (AUC CP) (P = .03) and peak C-peptide (P = .03), adjusted for BMI, age and Tanner stage, on MMTT. However, there was no difference in the insulinogenic index (ΔI30/ΔG30) or oral disposition index (oDI) derived from the OGTT among the three groups. However, 52% of participants with MS had IGR, compared to 28% in the cMD group. Compared with the NGT group, the individuals with IGR had significantly lower ΔI30/ΔG30 (P = .001) and oDI (P < .001). Compared with the iOB group, the NGT[MS] had significantly higher AUC CP (P = .004), peak C-peptide (P = .004) and ΔI30/ΔG30 (P = .007) adjusted for age, but no difference in oDI. Compared with the NGT[MS], the IGR[MS] had significantly lower ΔI30/ΔG30 (P = .005) and oDI (P < .001), but the AUC CP and peak C-peptide had no difference. CONCLUSION Although the MS youth have β-cell hyperfunction as a whole, β-cell dysfunction is present in the early stages of dysmetabolism in obese youth with cMD or MS and worsened across the spectrum from iOB to cMD and MS, contributing to development of T2DM.
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Affiliation(s)
- Guo-Hua Li
- Department of Endocrinology, The Children's Hospital of the Zhejiang University School of Medicine, Hangzhou, China
| | - Xue-Feng Chen
- Department of Endocrinology, The Children's Hospital of the Zhejiang University School of Medicine, Hangzhou, China
| | - Xin-Yi Liang
- Department of Endocrinology, The Children's Hospital of the Zhejiang University School of Medicine, Hangzhou, China
| | - Hu Lin
- Department of Endocrinology, The Children's Hospital of the Zhejiang University School of Medicine, Hangzhou, China
| | - Li Zhang
- Department of Endocrinology, The Children's Hospital of the Zhejiang University School of Medicine, Hangzhou, China
| | - Xiao-Qin Xu
- Department of Endocrinology, The Children's Hospital of the Zhejiang University School of Medicine, Hangzhou, China
| | - Wei Wu
- Department of Endocrinology, The Children's Hospital of the Zhejiang University School of Medicine, Hangzhou, China
| | - Ke Huang
- Department of Endocrinology, The Children's Hospital of the Zhejiang University School of Medicine, Hangzhou, China
| | - Guan-Ping Dong
- Department of Endocrinology, The Children's Hospital of the Zhejiang University School of Medicine, Hangzhou, China
| | - Jian-Wei Zhang
- Department of Endocrinology, The Children's Hospital of the Zhejiang University School of Medicine, Hangzhou, China
| | - Susan R Rose
- Pediatric Endocrinology and Metabolism, Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Rahim Ullah
- Department of Endocrinology, The Children's Hospital of the Zhejiang University School of Medicine, Hangzhou, China
| | - Phil Zeitler
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colorado
| | - Jun-Fen Fu
- Department of Endocrinology, The Children's Hospital of the Zhejiang University School of Medicine, Hangzhou, China
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Galderisi A, Polidori D, Weiss R, Giannini C, Pierpont B, Tricò D, Caprio S. Lower Insulin Clearance Parallels a Reduced Insulin Sensitivity in Obese Youths and Is Associated With a Decline in β-Cell Function Over Time. Diabetes 2019; 68:2074-2084. [PMID: 31399433 PMCID: PMC6804624 DOI: 10.2337/db19-0120] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2019] [Accepted: 08/03/2019] [Indexed: 12/17/2022]
Abstract
We examined the relationship between insulin clearance, insulin sensitivity, and β-cell function and the longitudinal effect of insulin clearance on β-cell function in lean and obese insulin-sensitive and insulin-resistant adolescents. A hyperinsulinemic-euglycemic and a hyperglycemic clamp were performed in 110 youths to quantify hepatic and peripheral clearance, insulin sensitivity, and β-cell function (disposition index, DIh-clamp). Participants underwent an oral glucose tolerance test at baseline and after 2 years to assess glucose tolerance and oral β-cell function (oDIcpep) and were sorted into four groups (lean and obese normal glucose tolerance, insulin sensitive, insulin resistant, and impaired glucose tolerance). Insulin sensitivity was defined based on the median of insulin stimulated glucose disposal (M) measured during the hyperinsulinemic-euglycemic clamp. Lean and obese insulin-sensitive participants did not differ with respect to hepatic and peripheral clearance or for insulin sensitivity. Insulin sensitivity was linearly correlated with whole-body insulin clearance. Hepatic insulin extraction at baseline acted as an independent determinant of β-cell function at follow-up. The decline in insulin sensitivity, even in the absence of an impairment of glucose tolerance, is associated with lowering of hepatic insulin clearance in obese youth, which in turn may contribute to the decline in β-cell function over time.
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Affiliation(s)
- Alfonso Galderisi
- Department of Pediatrics, Pediatric Endocrinology and Diabetes Section, Yale School of Medicine, New Haven, CT
- Department of Woman and Child's Health, University of Padova, Padova, Italy
| | | | - Ram Weiss
- Department of Pediatrics, Ospedale "SS Annunziata," Chieti, Italy
| | - Cosimo Giannini
- Department of Pediatrics, Pediatric Endocrinology and Diabetes Section, Yale School of Medicine, New Haven, CT
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Bridget Pierpont
- Department of Pediatrics, Pediatric Endocrinology and Diabetes Section, Yale School of Medicine, New Haven, CT
| | - Domenico Tricò
- Institute of Life Sciences, Sant'Anna School of Advanced Studies, Pisa, Italy
- Department of Pediatrics, Ruth Rappaport Children's Hospital, Rambam Medical Center, Haifa, Israel
| | - Sonia Caprio
- Department of Pediatrics, Pediatric Endocrinology and Diabetes Section, Yale School of Medicine, New Haven, CT
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Thaane T, Motala AA, Mckune AJ. Lifestyle modification in the management of insulin resistance states in overweight/obesity: the role of exercise training. JOURNAL OF ENDOCRINOLOGY, METABOLISM AND DIABETES OF SOUTH AFRICA 2019. [DOI: 10.1080/16089677.2019.1608054] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Tshidi Thaane
- Discipline of Biokinetics, Exercise and Leisure Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Ayesha A Motala
- Department of Diabetes and Endocrinology, University of KwaZulu-Natal, Durban, South Africa
| | - Andrew J Mckune
- Discipline of Biokinetics, Exercise and Leisure Sciences, University of KwaZulu-Natal, Durban, South Africa
- University of Canberra Research Institute for Sport and Exercise Science, University of Canberra, Canberra, Australia
- Collaborative Research in Bioactives and Biomarkers (CRIBB) Group, University of Canberra, Canberra, Australia
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40
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Arslanian S, El Ghormli L, Young Kim J, Bacha F, Chan C, Ismail HM, Levitt Katz LE, Levitsky L, Tryggestad JB, White NH. The Shape of the Glucose Response Curve During an Oral Glucose Tolerance Test: Forerunner of Heightened Glycemic Failure Rates and Accelerated Decline in β-Cell Function in TODAY. Diabetes Care 2019; 42:164-172. [PMID: 30455329 PMCID: PMC6300703 DOI: 10.2337/dc18-1122] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Accepted: 10/18/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Obese youth without diabetes with monophasic oral glucose tolerance test (OGTT) glucose response curves have lower insulin sensitivity and impaired β-cell function compared with those with biphasic curves. The OGTT glucose response curve has not been studied in youth-onset type 2 diabetes. Here we test the hypothesis that the OGTT glucose response curve at randomization in youth in the TODAY (Treatment Options for Type 2 Diabetes in Adolescents and Youth) study forecasts heightened glycemic failure rates and accelerated decline in β-cell function. RESEARCH DESIGN AND METHODS OGTTs (n = 662) performed at randomization were categorized as monophasic, biphasic, or incessant increase. Demographics, insulin sensitivity (1/fasting insulin), C-peptide index (△C30/△G30), and β-cell function relative to insulin sensitivity (oral disposition index [oDI]) were compared among the three groups. RESULTS At randomization, 21.7% had incessant increase, 68.6% monophasic, and 9.7% biphasic glucose response curves. The incessant increase group had similar insulin sensitivity but significantly lower C-peptide index and lower oDI, despite similar diabetes duration, compared with the other two groups. Glycemic failure rates were higher in the incessant increase group (58.3%) versus the monophasic group (42.3%) versus the biphasic group (39.1%) (P < 0.0001). The 6-month decline in C-peptide index (32.8% vs. 18.1% vs. 13.2%) and oDI (32.2% vs. 11.6% vs. 9.1%) was greatest in incessant increase versus monophasic and biphasic with no difference in insulin sensitivity. CONCLUSIONS In the TODAY study cohort, an incessant increase in the OGTT glucose response curve at randomization reflects reduced β-cell function and foretells increased glycemic failure rates with accelerated deterioration in β-cell function independent of diabetes duration and treatment assignment compared with monophasic and biphasic curves. The shape of the OGTT glucose response curve could be a metabolic biomarker prognosticating the response to therapy in youth with type 2 diabetes.
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Affiliation(s)
| | - Laure El Ghormli
- George Washington University Biostatistics Center, Rockville, MD
| | | | - Fida Bacha
- Texas Children's Hospital, Baylor College of Medicine, Houston, TX
| | - Christine Chan
- University of Colorado Health Sciences Center, Denver, CO
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Cree-Green M, Cai N, Thurston JE, Coe GV, Newnes L, Garcia-Reyes Y, Baumgartner AD, Pyle L, Nadeau KJ. Using simple clinical measures to predict insulin resistance or hyperglycemia in girls with polycystic ovarian syndrome. Pediatr Diabetes 2018; 19:1370-1378. [PMID: 30246333 PMCID: PMC6400639 DOI: 10.1111/pedi.12778] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Revised: 08/09/2018] [Accepted: 09/09/2018] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Polycystic ovarian syndrome (PCOS) includes insulin resistance (IR) and impaired glucose tolerance (IGT) in youth, and a greatly elevated risk of type 2 diabetes in adulthood. Identifying IR is challenging and documenting IGT requires an oral glucose tolerance test (OGTT). OBJECTIVE Identify easily applied surrogate measures for IR and IGT in girls with PCOS. METHODS We studied 28 girls with PCOS (body mass index [BMI] percentile 98 (83.99); 15.5 (14.5,16.6) years of age) and 20 with normal menses [BMI percentile (97 (88.99); 15.5 (13.3,16.1) years]. Hyperinsulinemic-euglycemic clamps (insulin dose of 80 μU/ml/min) to determine glucose infusion rate (GIR) and a 75 g OGTT were performed. Surrogates for IR including fasting insulin, homeostatic model assessment-insulin resistant (HOMA-IR), Matsuda index, and estimate of insulin sensitivity (e-IS) were compared to IGT status and GIR. Spearman correlations were performed between surrogates and GIR or IGT, and receiver operator curve (ROC) analysis to predict GIR below the median or IGT status. RESULTS GIR was lower in PCOS (12.9 ± 4.6 vs 17.1 ± 5.1 mg/kg fat-free mass·min; P = 0.01). Within PCOS, HOMA-IR (r = -0.78, P < 0.0001), e-IS (r = 0.70, P < 0.001), and Matsuda (r = 0.533, P < 0.001) correlated with GIR. e-IS provided a good sensitivity (100%) and specificity (71%) to identify IR (e-IS cutoff: <6.3, ROC-area under curve = 0.898). Fasting insulin >22 IU/mL had the best sensitivity (88%), specificity (78%), and ROC (0.760) for IGT status. CONCLUSIONS Girls with PCOS have significant IR, and IGT is common. Both e-IS and fasting insulin are obtainable without an OGTT or clamp and could be used clinically to guide treatment in PCOS.
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Affiliation(s)
- Melanie Cree-Green
- Department of Pediatrics, Division of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, CO.,Center for Women’s Health Research, Aurora, CO
| | - Ninghe Cai
- Department of Pediatrics, Division of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Jessica E. Thurston
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO
| | - Gregory V. Coe
- Department of Pediatrics, Division of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Lindsay Newnes
- Department of Pediatrics, Division of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Yesenia Garcia-Reyes
- Department of Pediatrics, Division of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Amy D. Baumgartner
- Department of Pediatrics, Division of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Laura Pyle
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO,Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO
| | - Kristen J. Nadeau
- Department of Pediatrics, Division of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, CO.,Center for Women’s Health Research, Aurora, CO
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Shomaker LB, Gulley L, Hilkin AM, Clark E, Annameier S, Rao S, Rockette-Wagner B, Kriska A, Wright KP, Stice E, Nadeau KJ, Kelsey MM. Design of a randomized controlled trial to decrease depression and improve insulin sensitivity in adolescents: Mood and INsulin sensitivity to prevent Diabetes (MIND). Contemp Clin Trials 2018; 75:19-28. [PMID: 30342256 PMCID: PMC6249074 DOI: 10.1016/j.cct.2018.10.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2018] [Revised: 10/09/2018] [Accepted: 10/16/2018] [Indexed: 11/16/2022]
Abstract
BACKGROUND Depressive symptoms often manifest in adolescence and predict worsening insulin sensitivity, a key precursor in the path to β-cell failure and type 2 diabetes (T2D). OBJECTIVE To assess the efficacy of a six-week cognitive-behavioral group versus six-week health education group for improving insulin sensitivity and preserving β-cell function in adolescent girls at-risk for T2D with depressive symptoms and evaluate mechanisms underlying the association between depression and insulin dynamics. DESIGN Randomized controlled trial of N = 150 12-17-year-old girls with overweight/obesity (body mass index [BMI; kg/m2] ≥85th percentile), elevated depressive symptoms (Center for Epidemiologic Studies-Depression Scale [CES-D] total score > 20), and diabetes family history. METHODS Girls at-risk for T2D with elevated depressive symptoms are recruited from the Denver-metropolitan area and randomized to participate in one of two six-week interventions. The cognitive-behavioral group is a depression prevention program involving psycho-education, restructuring negative thoughts, and behavioral activation. The health education group is a didactic control that provides knowledge about healthy living. Participants are assessed at baseline, immediate post-intervention, and one-year follow-up. Primary outcomes are insulin sensitivity and β-cell function from oral glucose tolerance tests. Secondary outcomes are disinhibited eating, physical activity, sleep, and cortisol. SUMMARY Results from this adequately powered randomized controlled trial will determine whether decreasing depressive symptoms with a behavioral health program preventatively alters insulin sensitivity and β-cell function trajectories in adolescents at-risk for T2D. Results from the MIND Project will add to knowledge of the contribution of depressive symptoms to T2D risk.
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Affiliation(s)
- Lauren B Shomaker
- Department of Human Development and Family Studies, Colorado State University, 1570 Campus Delivery, Fort Collins, Fort Collins, CO 80523, United States; Department of Pediatrics, Section of Endocrinology, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, United States; Department of Community and Behavioral Health, Colorado School of Public Health, Aurora, CO, United States.
| | - Lauren Gulley
- Department of Human Development and Family Studies, Colorado State University, 1570 Campus Delivery, Fort Collins, Fort Collins, CO 80523, United States; Department of Pediatrics, Section of Endocrinology, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, United States
| | - Allison M Hilkin
- Department of Pediatrics, Section of Endocrinology, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, United States
| | - Emma Clark
- Department of Human Development and Family Studies, Colorado State University, 1570 Campus Delivery, Fort Collins, Fort Collins, CO 80523, United States
| | - Shelly Annameier
- Department of Human Development and Family Studies, Colorado State University, 1570 Campus Delivery, Fort Collins, Fort Collins, CO 80523, United States
| | - Sangeeta Rao
- Department of Clinical Sciences, Colorado State University, Fort Collins, CO, United States
| | - Bonny Rockette-Wagner
- Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, United States
| | - Andrea Kriska
- Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, United States
| | - Kenneth P Wright
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO, United States
| | - Eric Stice
- Oregon Research Institute, Eugene, OR, United States
| | - Kristen J Nadeau
- Department of Pediatrics, Section of Endocrinology, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, United States
| | - Megan M Kelsey
- Department of Pediatrics, Section of Endocrinology, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO, United States
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Galderisi A, Giannini C, Weiss R, Kim G, Shabanova V, Santoro N, Pierpont B, Savoye M, Caprio S. Trajectories of changes in glucose tolerance in a multiethnic cohort of obese youths: an observational prospective analysis. THE LANCET. CHILD & ADOLESCENT HEALTH 2018; 2:726-735. [PMID: 30236381 PMCID: PMC6190831 DOI: 10.1016/s2352-4642(18)30235-9] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Revised: 07/01/2018] [Accepted: 07/07/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND Type 2 diabetes is preceded by a prediabetic stage of impaired glucose tolerance that affects 10-23% of youth and is expected to double over the next decade. The natural history of impaired glucose tolerance and the determinants of β-cell dynamic response have never been investigated longitudinally in young people. We aimed to investigate the clinical and metabolic determinants of longitudinal glucose tolerance changes and β-cell function in a multiethnic cohort of obese youth. METHODS We followed up prospectively a multiethnic cohort of overweight and obese (body-mass index >85th percentile) adolescents with baseline normal glucose tolerance (plasma glucose <140 mg/dL) or impaired glucose tolerance (plasma glucose 140-199 mg/dL) at the Yale Pediatric Obesity Clinic (CT, USA). All participants underwent a 3-h oral glucose tolerance test at baseline and after 2 years to estimate insulin secretion (oral disposition index) in the context of body insulin sensitivity. As part of standard care at the clinic, all participants received dietary advice and underwent dietary assessment every 5-6 months. No structured lifestyle or pharmacological intervention was administered. FINDINGS Between January, 2010, and December, 2016, 526 adolescents (mean age 12·7 years, range 10·6-14·2) were enrolled to our study. At baseline, 364 had normal and 162 had impaired glucose tolerance. Median follow-up was 2·9 years (IQR 2·7-3·1). 105 (65%) of 162 with impaired glucose tolerance at baseline reverted to normal glucose tolerance at follow-up, 44 (27%) had persistent impaired glucose tolerance, and 13 (8%) progressed to type 2 diabetes. A feature of reversion to normal glucose tolerance was a roughly four-fold increase in the oral disposition index (from median 0·94 [IQR 0·68-1·35] at baseline to 3·90 [2·58-6·08] at follow-up; p<0·0001) and a significantly higher oral disposition index at follow-up compared with participants who maintained normal glucose tolerance across the study period (median 3·90 [IQR 2·58-6·08] vs 1·59 [1·12-2·23]; p<0·0001). By contrast, a decrease in insulin secretion was seen in participants who had persistent impaired glucose tolerance (median 1·31 [IQR 1·01-1·85]; p<0·0001) or who progressed to type 2 diabetes (0·20 [0·12-0·58]; p<0·0001), compared with participants who maintained normal glucose tolerance across the study period. Non-Hispanic white ethnic origin conferred five times the odds of reversion to normal glucose tolerance compared with non-Hispanic black ethnic origin (OR 5·06, 95% CI 1·86-13·76; p=0·001), with a two times greater annual increase in the oral disposition index (β 2·32, 95% CI 0·05-4·60; p=0·045). INTERPRETATION Impaired glucose tolerance is highly reversible in obese adolescents. Ethnic origin is the main clinical modifier of the dynamic β-cell response to prediabetic hyperglycaemia and, thus, determines the reversibility of impaired glucose tolerance, or its persistence. Therapeutic interventions for impaired glucose tolerance should target the specific mechanisms underpinning glucose tolerance changes in high-risk ethnic groups. FUNDING National Institutes of Health (National Institute of Child Health and Human Development, National Center for Research Resources, and National Institute of Diabetes and Digestive and Kidney Diseases), American Diabetes Association, International Society for Pediatric and Adolescent Diabetes, Robert Leet Patterson and Clara Guthrie Patterson Trust, European Society for Pediatric Endocrinology, American Heart Association, and the Allen Foundation.
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Affiliation(s)
- Alfonso Galderisi
- Department of Pediatrics, Division of Pediatric Endocrinology, Yale University School of Medicine, New Haven, CT, USA; Department of Women and Children's Health, University of Padova, Padua, Italy
| | - Cosimo Giannini
- Department of Pediatrics, Ospedale "SS Annunziata", Chieti, Italy
| | - Ram Weiss
- Department of Pediatrics, Ruth Rappaport Children's Hospital, Rambam Medical Center, Haifa, Israel
| | - Grace Kim
- Seattle Children's Hospital, Seattle, WA, USA
| | - Veronika Shabanova
- Department of Pediatrics, Division of Pediatric Endocrinology, Yale University School of Medicine, New Haven, CT, USA
| | - Nicola Santoro
- Department of Pediatrics, Division of Pediatric Endocrinology, Yale University School of Medicine, New Haven, CT, USA
| | - Bridget Pierpont
- Department of Pediatrics, Division of Pediatric Endocrinology, Yale University School of Medicine, New Haven, CT, USA
| | - Mary Savoye
- Department of Pediatrics, Division of Pediatric Endocrinology, Yale University School of Medicine, New Haven, CT, USA
| | - Sonia Caprio
- Department of Pediatrics, Division of Pediatric Endocrinology, Yale University School of Medicine, New Haven, CT, USA.
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Kelsey MM, Braffett BH, Geffner ME, Levitsky LL, Caprio S, McKay SV, Shah R, Sprague JE, Arslanian SA, TODAY Study Group. Menstrual Dysfunction in Girls From the Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) Study. J Clin Endocrinol Metab 2018; 103:2309-2318. [PMID: 29697830 PMCID: PMC6276678 DOI: 10.1210/jc.2018-00132] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Accepted: 04/02/2018] [Indexed: 12/14/2022]
Abstract
CONTEXT Little is known about reproductive function in girls with youth-onset type 2 diabetes. OBJECTIVES To characterize girls with irregular menses and effects of glycemic treatments on menses and sex steroids in the Treatment Options for Type 2 Diabetes in Youth (TODAY) study. DESIGN Differences in demographic, metabolic, and hormonal characteristics between regular- vs irregular-menses groups were tested; treatment group (metformin with or without rosiglitazone, metformin plus lifestyle) effect on menses and sex steroids over time in the study was assessed. This is a secondary analysis of TODAY data. SETTING Multicenter study in an academic setting. PATIENTS TODAY girls not receiving hormonal contraception and those at least 1-year postmenarche were included. Irregular menses was defined as three or fewer periods in the prior 6 months. RESULTS Of eligible participants with serum measurement of sex steroids (n = 190; mean age, 14 years), 21% had irregular menses. Those with irregular vs regular menses had higher body mass index (BMI) (P = 0.001), aspartate aminotransferase (AST) (P = 0.001), free androgen index (P = 0.0003), and total testosterone (P = 0.01) and lower sex hormone-binding globulin (SHBG) (P = 0.004) and estradiol (P = 0.01). Differences remained after adjustment for BMI. There was no treatment group effect on menses or sex steroids at 12 or 24 months, and no association of sex steroids was seen with measures of insulin sensitivity or secretion. CONCLUSIONS Menstrual dysfunction is common in girls with recently diagnosed type 2 diabetes and associated with alterations in sex steroids, SHBG, and AST but not with alteration in insulin sensitivity or β-cell function and did not improve with 2 years of antihyperglycemic treatment.
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Affiliation(s)
- Megan M Kelsey
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colorado
| | - Barbara H Braffett
- Biostatistics Center, George Washington University, Washington, DC
- Correspondence and Reprint Requests: Barbara H. Braffett, PhD, 6110 Executive Boulevard Suite 750, Rockville, Maryland 20852. E-mail:
| | - Mitchell E Geffner
- The Saban Research Center, Children’s Hospital Los Angeles, Keck School of Medicine of University of Southern California, Los Angeles, California
| | - Lynne L Levitsky
- Division of Pediatric Endocrinology, Department of Pediatrics, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Sonia Caprio
- Department of Pediatric Endocrinology, Yale School of Medicine, New Haven, Connecticut
| | - Siripoom V McKay
- Division of Pediatric Endocrinology, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas
| | - Rachana Shah
- Division of Endocrinology and Diabetes, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | | | - Silva A Arslanian
- University of Pittsburgh, Children’s Hospital of Pittsburgh of UPMC, Pittsburgh, Pennsylvania
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Hannon TS, Watson SE, Jalou HE, Chakravorty S, Mather KJ, Arslanian SA. Characteristics of Obstructive Sleep Apnea Across the Spectrum of Glucose Tolerance in Obese Adolescents. Front Endocrinol (Lausanne) 2018; 9:281. [PMID: 29910773 PMCID: PMC5992282 DOI: 10.3389/fendo.2018.00281] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Accepted: 05/14/2018] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND It is not known if dysglycemia and sleep-disordered breathing are linked in adolescents, as in adults. OBJECTIVE To perform a pilot study evaluating measures of sleep-disordered breathing across the spectrum of glucose tolerance in obese adolescents. We hypothesized that dysglycemia would be associated with sleep-disordered breathing. PARTICIPANTS/METHODS This was a prospective, cross-sectional clinical pilot study that included 57 adolescents [body mass index (BMI) 38.9 ± 8.4 kg/m2] aged 12-18 years (14.5 ± 1.6) with normal glucose tolerance (NGT), or dysglycemia [impaired glucose tolerance (IGT) or type 2 diabetes (T2D)]. MEASURES Anthropometrics, overnight polysomnogram, and oral glucose tolerance tests were performed. Participant characteristics and outcome measures were compared by glucose tolerance status. Correlational analyses were conducted to assess the associations between variables of interest. RESULTS Participants with dysglycemia (n = 21) were not different from those with NGT (n = 36) for BMI, waist circumference, body fat, or sleep characteristics. Nocturnal oxygen desaturation was associated with higher BMI (r = -0.334, p = 0.012). The apnea-hypopnea index (AHI) was not associated with physical and metabolic parameters. Although participants with dysglycemia tended to have higher AHIs (median 3.2, 2.2, and 1.6 events/h for T2D, IGT, and NGT, respectively), there was not a linear relationship between measures of glycemia and AHI. CONCLUSION Further study with a larger proportion of youth with prediabetes and T2D is necessary to determine whether evaluation for sleep-disordered breathing is uniformly warranted.
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Affiliation(s)
- Tamara S. Hannon
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, United States
- *Correspondence: Tamara S. Hannon,
| | - Sara E. Watson
- Department of Pediatrics, University of Louisville School of Medicine, Louisville, KY, United States
| | - Hasnaa E. Jalou
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Sangeeta Chakravorty
- Department of Pediatrics, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Kieren J. Mather
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Silva A. Arslanian
- Department of Pediatrics, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
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Hannon TS, Kahn SE, Utzschneider KM, Buchanan TA, Nadeau KJ, Zeitler PS, Ehrmann DA, Arslanian SA, Caprio S, Edelstein SL, Savage PJ, Mather KJ. Review of methods for measuring β-cell function: Design considerations from the Restoring Insulin Secretion (RISE) Consortium. Diabetes Obes Metab 2018; 20:14-24. [PMID: 28493515 PMCID: PMC6095472 DOI: 10.1111/dom.13005] [Citation(s) in RCA: 68] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2017] [Revised: 05/04/2017] [Accepted: 05/06/2017] [Indexed: 01/09/2023]
Abstract
The Restoring Insulin Secretion (RISE) study was initiated to evaluate interventions to slow or reverse the progression of β-cell failure in type 2 diabetes (T2D). To design the RISE study, we undertook an evaluation of methods for measurement of β-cell function and changes in β-cell function in response to interventions. In the present paper, we review approaches for measurement of β-cell function, focusing on methodologic and feasibility considerations. Methodologic considerations included: (1) the utility of each technique for evaluating key aspects of β-cell function (first- and second-phase insulin secretion, maximum insulin secretion, glucose sensitivity, incretin effects) and (2) tactics for incorporating a measurement of insulin sensitivity in order to adjust insulin secretion measures for insulin sensitivity appropriately. Of particular concern were the capacity to measure β-cell function accurately in those with poor function, as is seen in established T2D, and the capacity of each method for demonstrating treatment-induced changes in β-cell function. Feasibility considerations included: staff burden, including time and required methodological expertise; participant burden, including time and number of study visits; and ease of standardizing methods across a multicentre consortium. After this evaluation, we selected a 2-day measurement procedure, combining a 3-hour 75-g oral glucose tolerance test and a 2-stage hyperglycaemic clamp procedure, augmented with arginine.
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Affiliation(s)
- Tamara S Hannon
- Departments of Pediatrics (T. S. H.) and Medicine (K. J. M.), Indiana University School of Medicine, Indianapolis, Indiana
| | - Steven E Kahn
- VA Puget Sound Health Care System and Department of Medicine, University of Washington, Seattle, Washington
| | - Kristina M Utzschneider
- VA Puget Sound Health Care System and Department of Medicine, University of Washington, Seattle, Washington
| | - Thomas A Buchanan
- University of Southern California Keck School of Medicine/Kaiser Permanente Southern California, Department of Medicine, Los Angeles, California
| | - Kristen J Nadeau
- University of Colorado Denver/Children's Hospital Colorado, Department of Pediatrics, Denver, Colorado
| | - Philip S Zeitler
- University of Colorado Denver/Children's Hospital Colorado, Department of Pediatrics, Denver, Colorado
| | | | - Silva A Arslanian
- Children's Hospital of Pittsburgh, University of Pittsburgh Medical Center, Department of Pediatrics, Pittsburgh, Pennsylvania
| | - Sonia Caprio
- Department of Pediatrics, Yale University, New Haven, Connecticut
| | - Sharon L Edelstein
- George Washington University Biostatistics Center (RISE Coordinating Center), Rockville, Maryland
| | - Peter J Savage
- National Institute of Diabetes, Digestive and Kidney Diseases, Bethesda, Maryland
| | - Kieren J Mather
- Departments of Pediatrics (T. S. H.) and Medicine (K. J. M.), Indiana University School of Medicine, Indianapolis, Indiana
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Radetti G, Grugni G, Lupi F, Marazzi N, Longhi S, Fanolla A, Sartorio A. The relationship between hyperthyrotropinemia and metabolic and cardiovascular risk factors in a large group of overweight and obese children and adolescents. J Endocrinol Invest 2017; 40:1311-1319. [PMID: 28585021 DOI: 10.1007/s40618-017-0705-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Accepted: 05/29/2017] [Indexed: 01/23/2023]
Abstract
PURPOSE Mild TSH elevations are frequently observed in obese patients, in the absence of any detectable thyroid disease. Our objective is to evaluate the relationship between the raised TSH levels and the biochemical and clinical consequences of obesity. METHODS This is a retrospective cross-sectional study of a large population of obese children and adolescents. We evaluated 833 subjects (340 m, 493 f), aged 14.4 ± 2.5 (range 5.2-18.5) years, height SDS 0.27 ± 1.04 (-3.49-4.35), and BMI SDS 2.94 ± 0.59 (1.60-4.68). Body composition, free T4, TSH, anti-TPO antibodies, anti-TG antibodies, inflammation markers (total WBC and the subtypes, ultrasensitive C-reactive protein), and metabolic parameters [AST, ALT, γGT, ALP, glycaemia, insulin, total cholesterol (TC), HDL-cholesterol (HDL-C), and LDL-cholesterol (LDL-C), triglycerides (TG)] were measured, and oral disposition index (ODI) and cardiovascular risk factors (TC/HDL-C and TG/HDL-C) were calculated. After exclusion of the subjects showing anti-thyroid antibodies, the remaining 779 (325 m, 454 f) were then subdivided into two subgroups according to a TSH value below (group A) or above (group B) 4.5 mU/L. RESULTS Clinical characteristics and hematological markers of patients with and without positive anti-thyroid antibodies were similar, with the exception of higher TSH levels in the latter group. Using analysis of covariance, the subjects of group B had significantly higher values of TC (170.3 ± 28.7 vs 163.3 ± 32.9 mg/dL; p < 0.05), systolic (125.8 ± 13.5 vs 124.5 ± 13.1 mm/Hg), and diastolic blood pressure (79.2 ± 8.0 vs 77.9 ± 8.2 mm/Hg) than subjects of group A. No difference was observed in body composition, ODI, and the cardiovascular risk factors between these two groups. CONCLUSION TSH elevation in overweight and obese children and adolescents, being associated with a higher TC and blood pressure, might negatively influence the cardiac status. Longitudinal studies are requested, however, to confirm this hypothesis and, therefore, to conclude whether a substitutive treatment with l-thyroxine is really needed in these patients.
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Affiliation(s)
- G Radetti
- Marienklinik, via Claudia De Medici 2, 39100, Bolzano, Italy.
| | - G Grugni
- Experimental Laboratory for Auxo-endocrinological Research and Division of Auxology, Istituto Auxologico Italiano, Research Institute, Milan, Verbania, Italy
| | - F Lupi
- Department of Pediatrics, Regional Hospital of Bolzano, Bolzano, Italy
| | - N Marazzi
- Experimental Laboratory for Auxo-endocrinological Research and Division of Auxology, Istituto Auxologico Italiano, Research Institute, Milan, Verbania, Italy
| | - S Longhi
- Department of Pediatrics, Regional Hospital of Bolzano, Bolzano, Italy
| | - A Fanolla
- Department of Biostatistics, Regional Hospital of Bolzano, Bolzano, Italy
| | - A Sartorio
- Experimental Laboratory for Auxo-endocrinological Research and Division of Auxology, Istituto Auxologico Italiano, Research Institute, Milan, Verbania, Italy
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Sauder KA, Hockett CW, Ringham BM, Glueck DH, Dabelea D. Fetal overnutrition and offspring insulin resistance and β-cell function: the Exploring Perinatal Outcomes among Children (EPOCH) study. Diabet Med 2017; 34. [PMID: 28636758 PMCID: PMC5603388 DOI: 10.1111/dme.13417] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
AIMS To examine the associations of intrauterine exposure to maternal diabetes and obesity with offspring insulin resistance, β-cell function and oral disposition index in a longitudinal observational study of ethnically diverse offspring. METHODS A total of 445 offspring who were exposed (n=81) or not exposed (n=364) to maternal diabetes in utero completed two fasting blood measurements at mean (sd) ages of 10.5 (1.5) and 16.5 (1.2) years, respectively, and an oral glucose tolerance test at the second visit. We used linear mixed models and general linear univariate models to evaluate the associations of maternal diabetes and pre-pregnancy BMI with offspring outcomes. RESULTS Maternal diabetes in utero predicted increased insulin resistance [18% higher updated homeostatic model assessment of insulin resistance (HOMA2-IR), P=0.01; 19% lower Matsuda index, P=0.01 and 9% greater updated homeostatic model assessment of β-cell function (HOMA2-β), P=0.04]. Each 5-kg/m2 increase in pre-pregnancy BMI predicted increased insulin resistance (11% greater HOMA2-IR, P<0.001; 10% lower Matsuda index, P<0.001; 6% greater HOMA2-β, P<0.001). Similar results were obtained in a combined model with both exposures. After adjustment for offspring BMI, only maternal diabetes was associated with higher HOMA2-IR (β=1.12, P=0.03) and lower Matsuda index (β=0.83, P=0.01). Neither exposure was associated with early insulin response or oral disposition index. CONCLUSIONS Intrauterine exposure to diabetes or obesity is associated with greater offspring insulin resistance than non-exposure, supporting the hypothesis that fetal overnutrition results in metabolic abnormalities during childhood and adolescence.
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Affiliation(s)
- K A Sauder
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA
| | - C W Hockett
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO, USA
| | - B M Ringham
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO, USA
| | - D H Glueck
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO, USA
| | - D Dabelea
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO, USA
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Baronio F, Mazzanti L, Girtler Y, Tamburrino F, Fazzi A, Lupi F, Longhi S, Radetti G. The Influence of Growth Hormone Treatment on Glucose Homeostasis in GrowthHormone-Deficient Children: A Six-Year Follow-Up Study. Horm Res Paediatr 2017; 86:196-200. [PMID: 27595543 DOI: 10.1159/000448841] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Accepted: 07/29/2016] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Growth hormone (GH) influences glucose homeostasis by negatively affecting insulin sensitivity, leading to a compensatory increase in insulin secretion. It has recently been reported, in animals and humans, that GH might also stimulate insulin secretion by directly affecting the growth and function of pancreatic β-cells. The aim of this work was to longitudinally study the insulin sensitivity (HOMA-S), insulin secretion [insulinogenic index (IGI)] and capacity of β-cells to adapt to changes in insulin sensitivity [oral disposition index (ODI)] in GH-deficient (GHD) children under GH treatment. METHODS We studied 99 GHD (62 male, 37 female; age 8.9 ± 3.5 years) children for a median period of 6 years (range 1.5-16.2). Every year, our patients underwent an oral glucose tolerance test, which was used to calculate the HOMA-S, IGI and ODI. RESULTS Although HOMA-S remained unchanged, an increase in IGI and ODI was observed, becoming significant after 6 years of treatment (1.25 ± 1.28 vs. 2.35 ± 2.38, p < 0.05 and 0.57 ± 0.68 vs. 1.50 ± 1.92, p < 0.01, respectively). CONCLUSION Our results suggest a positive influence of GH treatment on the β-cell secretory capacity in children with GH deficiency. © 2016 S. Karger AG, Basel.
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Affiliation(s)
- Federico Baronio
- Department of Woman, Child and Urologic Diseases, S. Orsola-Malpighi Hospital, University of Bologna, Bologna, Italy
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50
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Arslanian S, El Ghormli L, Bacha F, Caprio S, Goland R, Haymond MW, Levitsky L, Nadeau KJ, White NH, Willi SM. Adiponectin, Insulin Sensitivity, β-Cell Function, and Racial/Ethnic Disparity in Treatment Failure Rates in TODAY. Diabetes Care 2017; 40:85-93. [PMID: 27803118 PMCID: PMC5180463 DOI: 10.2337/dc16-0455] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2016] [Accepted: 10/03/2016] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The Treatment Options for type 2 Diabetes in Adolescents and Youth (TODAY) study demonstrated that glycemic failure rates in the three treatments combined-metformin plus rosiglitazone, metformin alone, and metformin plus lifestyle-were higher in non-Hispanic blacks (NHB; 52.8%) versus non-Hispanic whites (NHW; 36.6%) and Hispanics (H; 45.0%). Moreover, metformin alone was less effective in NHB versus NHW versus H youth. This study describes treatment-associated changes in adiponectin, insulin sensitivity, and β-cell function over time among the three racial/ethnic groups to understand potential mechanism(s) responsible for this racial/ethnic disparity. RESEARCH DESIGN AND METHODS TODAY participants underwent periodic oral glucose tolerance tests to determine insulin sensitivity, C-peptide index, and oral disposition index (oDI), with measurements of total and high-molecular-weight adiponectin (HMWA). RESULTS At baseline NHB had significantly lower HMWA than NHW and H and exhibited a significantly smaller increase (17.3% vs. 33.7% vs. 29.9%, respectively) during the first 6 months overall. Increases in HMWA were associated with reductions in glycemic failure in the three racial/ethnic groups combined (hazard ratio 0.61, P < 0.0001) and in each race/ethnicity separately. Over time, HMWA was significantly lower in those who failed versus did not fail treatment, irrespective of race/ethnicity. There were no differences in treatment-associated temporal changes in insulin sensitivity, C-peptide index, and oDI among the three racial/ethnic groups. CONCLUSIONS HMWA is a reliable biomarker of treatment response in youth with type 2 diabetes. The diminutive treatment-associated increase in HMWA in NHB (∼50% lower) compared with NHW and H may explain the observed racial/ethnic disparity with higher therapeutic failure rates in NHB in TODAY.
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Affiliation(s)
| | - Laure El Ghormli
- Biostatistics Center, George Washington University, Rockville, MD
| | - Fida Bacha
- Texas Children's Hospital, Baylor College of Medicine, Houston, TX
| | - Sonia Caprio
- Yale University School of Medicine, New Haven, CT
| | | | - Morey W Haymond
- Texas Children's Hospital, Baylor College of Medicine, Houston, TX
| | | | | | - Neil H White
- Washington University in St. Louis, St. Louis, MO
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