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SGLT2 Inhibition with Empagliflozin as a Possible Therapeutic Option for Postprandial Hypoglycemia After Bariatric Surgery. Obes Surg 2022; 32:2664-2671. [DOI: 10.1007/s11695-022-06119-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 05/23/2022] [Accepted: 05/25/2022] [Indexed: 01/10/2023]
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Swauger SE, Hornung LN, Elder DA, Balamurugan AN, Vitale DS, Lin TK, Nathan JD, Abu-El-Haija M. Predictors of Glycemic Outcomes at 1 Year Following Pediatric Total Pancreatectomy With Islet Autotransplantation. Diabetes Care 2022; 45:295-302. [PMID: 35007330 PMCID: PMC8914422 DOI: 10.2337/dc21-1222] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 11/23/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Total pancreatectomy with islet autotransplantation (TPIAT) is indicated to alleviate debilitating pancreas-related pain and mitigate diabetes in patients with acute recurrent and chronic pancreatitis when medical/endoscopic therapies fail. Our aim was to evaluate predictors of insulin requirement at 1 year following TPIAT in a cohort of children. RESEARCH DESIGN AND METHODS This was a review of 43 pediatric patients followed after TPIAT for 1 year or longer. Primary outcome was insulin use at 1 year, categorized as follows: insulin independent, low insulin requirement (<0.5 units/kg/day), or high insulin requirement (≥0.5 units/kg/day). RESULTS At 1 year after TPIAT, 12 of 41 (29%) patients were insulin independent and 21 of 41 (51%) had low and 8 of 41 (20%) had high insulin requirement. Insulin-independent patients were younger than those with low and high insulin requirement (median age 8.2 vs. 14.6 vs. 13.1 years, respectively; P = 0.03). Patients with insulin independence had a higher number of transplanted islet equivalents (IEQ) per kilogram body weight (P = 0.03) and smaller body surface area (P = 0.02), compared with those with insulin dependence. Preoperative exocrine insufficiency was associated with high insulin requirement (P = 0.03). Higher peak C-peptide measured by stimulated mixed-meal tolerance testing (MMTT) at 3 and 6 months post-TPIAT was predictive of lower insulin requirement at 1 year (P = 0.006 and 0.03, respectively). CONCLUSIONS We conclude that insulin independence following pediatric TPIAT is multifactorial and associated with younger age, higher IEQ per kilogram body weight transplanted, and smaller body surface area at time of operation. Higher peak C-peptide measured by MMTT following TPIAT confers a higher likelihood of low insulin requirement.
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Affiliation(s)
- Sarah E Swauger
- Division of Endocrinology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Lindsey N Hornung
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Deborah A Elder
- Division of Endocrinology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Appakalai N Balamurugan
- Division of Pediatric General and Thoracic Surgery, Cincinnati Children's Hospital Medical Center, Cincinnati, OH.,Department of Surgery, University of Cincinnati College of Medicine Cincinnati, OH
| | - David S Vitale
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH.,Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Tom K Lin
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH.,Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Jaimie D Nathan
- Division of Pediatric General and Thoracic Surgery, Cincinnati Children's Hospital Medical Center, Cincinnati, OH.,Department of Surgery, University of Cincinnati College of Medicine Cincinnati, OH
| | - Maisam Abu-El-Haija
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH.,Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
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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] [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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Pancreatic Hormone Responses to Mixed Meal Test in New-onset Prediabetes/Diabetes After Non-necrotizing Acute Pancreatitis. J Clin Gastroenterol 2020; 54:e11-e20. [PMID: 30480566 DOI: 10.1097/mcg.0000000000001145] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
AIM To investigate the pancreatic hormone responses to mixed meal test, in particular changes in insulin secretion, insulin sensitivity, and their interrelationship, in individuals with new-onset prediabetes or diabetes after non-necrotizing acute pancreatitis (NODAP) compared with healthy controls. METHODS Twenty-nine individuals with NODAP and 29 age-and sex-matched healthy controls were recruited. All participants (after fasting for at least 8 h) were given 12 oz. of BOOST drink and blood samples were collected before and after stimulation to measure insulin, C-peptide, glucagon, and pancreatic polypeptide. Indices of insulin sensitivity (HOMA-IS, 1/fasting insulin, Raynaud, and Matsuda) and insulin secretion (HOMA-β, Stumvoll, insulinogenic index 30' and 60') were calculated. Repeated measures analyses were conducted in the unadjusted and adjusted models. RESULTS Insulin and C-peptide levels were significantly higher in individuals with NODAP compared with controls during mixed meal test in both the unadjusted (P=0.001 for both) and adjusted (P=0.004 and P=0.006, respectively) models. HOMA-IS (P=0.005), 1/fasting insulin (P=0.018), Raynaud index (P=0.018), and Matsuda index (P=0.021) were significantly lower in individuals with NODAP, whereas HOMA-β (P=0.028) and Stumvoll index (P=0.013) were significantly higher. Glucagon and pancreatic polypeptide levels did not differ significantly between NODAP and controls during mixed meal test in both the unadjusted (P=0.345 and P=0.206, respectively) and adjusted (P=0.359 and P=0.158, respectively) models. CONCLUSIONS Decreased insulin sensitivity, β-cell compensation, and no significant change in postprandial levels of glucagon and pancreatic polypeptide characterize NODAP. The above findings may help develop an evidence-based protocol with a view to optimize control of glucose homeostasis in NODAP.
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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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Arslanian S, Bacha F, Grey M, Marcus MD, White NH, Zeitler P. Evaluation and Management of Youth-Onset Type 2 Diabetes: A Position Statement by the American Diabetes Association. Diabetes Care 2018; 41:2648-2668. [PMID: 30425094 PMCID: PMC7732108 DOI: 10.2337/dci18-0052] [Citation(s) in RCA: 192] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Silva Arslanian
- Division of Pediatric Endocrinology, Metabolism, and Diabetes Mellitus, University of Pittsburgh, Pittsburgh, PA
- Center for Pediatric Research in Obesity and Metabolism, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - Fida Bacha
- Children's Nutrition Research Center, Texas Children's Hospital and Baylor College of Medicine, Houston, TX
| | - Margaret Grey
- Yale School of Nursing, New Haven, CT
- Yale School of Medicine, New Haven, CT
| | | | - Neil H White
- Washington University School of Medicine in St. Louis, St. Louis, MO
| | - Philip Zeitler
- Children's Hospital Colorado and University of Colorado School of Medicine, Aurora, CO
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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: 56] [Impact Index Per Article: 9.3] [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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Blaychfeld-Magnazi M, Zornitzki T, Ulman M, Madar Z, Knobler H. Early beta-cell dysfunction characterizes males with type 2 diabetes of Yemenite origin. Acta Diabetol 2016; 53:567-74. [PMID: 26873241 DOI: 10.1007/s00592-016-0838-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2015] [Accepted: 01/11/2016] [Indexed: 12/23/2022]
Abstract
AIMS The aim of the current study was to characterize β-cell function, insulin sensitivity and line of inheritance in patients with recent-onset type 2 diabetes of Yemenite and non-Yemenite Jewish origin. METHODS A cohort study including 121 GAD negative diabetic patients, 59 of Yemenite and 62 of non-Yemenite origin, treated by diet ± oral antihyperglycemic monotherapy who underwent 180-min meal tolerance test (MMT). Based on MMT, indexes of insulin resistance and secretion were calculated. RESULTS There were no significant differences in age, sex, diabetes duration, BMI, HbA1c and lipid profile. A significant difference was found in family history of diabetes: 63 % of patients of Yemenite origin had maternal inheritance versus 35 % in the non-Yemenite origin (p < 0.001). Both indexes of β-cell function, the insulinogenic and the disposition indexes were significantly lower in patients of Yemenite origin compared with non-Yemenite origin (0.66 ± 0.4 vs. 0.93 ± 0.8, p = 0.04; 2.3 ± 1.8 vs. 3.3 ± 3.3, p = 0.04, respectively) with no difference in insulin sensitivity. When females and males were analyzed separately, the difference in maternal inheritance remained significant in both, but the difference in β-cell function indexes was observed only in males (p = 0.03, p = 0.01, respectively). CONCLUSIONS Males with recent-onset diabetes of Yemenite origin have a significant reduction of β-cell function and reduced ability to compensate for insulin resistance compared with diabetic males of non-Yemenite origin. Both males and females of Yemenite origin have a significantly higher maternal inheritance of diabetes. These data suggest different underlying mechanisms leading to early loss of β-cell in diabetic males of Yemenite origin.
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Affiliation(s)
- Moran Blaychfeld-Magnazi
- Diabetes Endocrinology and Metabolic Disease Institute, Kaplan Medical Center, Hebrew University Medical School of Jerusalem, Bilu street 1, 76100, Rehovot, Israel
- Institute of Biochemistry Food Science and Nutrition, Robert H. Smith Faculty of Agriculture, Food and Environment, Hebrew University of Jerusalem, Rehovot, Israel
| | - Taiba Zornitzki
- Diabetes Endocrinology and Metabolic Disease Institute, Kaplan Medical Center, Hebrew University Medical School of Jerusalem, Bilu street 1, 76100, Rehovot, Israel.
| | - Mira Ulman
- Endocrinology Laboratory, Kaplan Medical Center, Rehovot, Israel
| | - Zecharia Madar
- Institute of Biochemistry Food Science and Nutrition, Robert H. Smith Faculty of Agriculture, Food and Environment, Hebrew University of Jerusalem, Rehovot, Israel
| | - Hilla Knobler
- Diabetes Endocrinology and Metabolic Disease Institute, Kaplan Medical Center, Hebrew University Medical School of Jerusalem, Bilu street 1, 76100, Rehovot, Israel
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Hannon TS, Arslanian SA. The changing face of diabetes in youth: lessons learned from studies of type 2 diabetes. Ann N Y Acad Sci 2015; 1353:113-37. [PMID: 26448515 DOI: 10.1111/nyas.12939] [Citation(s) in RCA: 96] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2015] [Revised: 08/17/2015] [Accepted: 08/19/2015] [Indexed: 12/18/2022]
Abstract
The incidence of youth type 2 diabetes (T2D), linked with obesity and declining physical activity in high-risk populations, is increasing. Recent multicenter studies have led to a number of advances in our understanding of the epidemiology, pathophysiology, diagnosis, treatment, and complications of this disease. As in adult T2D, youth T2D is associated with insulin resistance, together with progressive deterioration in β cell function and relative insulin deficiency in the absence of diabetes-related immune markers. In contrast to adult T2D, the decline in β cell function in youth T2D is three- to fourfold faster, and therapeutic failure rates are significantly higher in youth than in adults. Whether the more aggressive nature of youth T2D is driven by genetic heterogeneity or physiology/metabolic maladaptation is yet unknown. Besides metformin, the lack of approved pharmacotherapeutic agents for youth T2D that target the pathophysiological mechanisms is a major barrier to optimal diabetes management. There is a significant need for effective therapeutic options, in addition to increased prevention, to halt the projected fourfold increase in youth T2D by 2050 and the consequences of heightened diabetes-related morbidity and mortality at younger ages.
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Affiliation(s)
- Tamara S Hannon
- Indiana University School of Medicine, Department of Pediatrics, Sections of Pediatric Endocrinology & Diabetology and Pediatric Comparative Effectiveness Research, Indianapolis, Indiana
| | - Silva A Arslanian
- Children's Hospital of University of Pittsburgh Medical Center, Department of Pediatrics, Divisions of Weight Management and Pediatric Endocrinology, Metabolism and Diabetes Mellitus, Pittsburgh, Pennsylvania
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Declining ß-cell function is associated with the lack of long-range negative correlation in glucose dynamics and increased glycemic variability: A retrospective analysis in patients with type 2 diabetes. JOURNAL OF CLINICAL AND TRANSLATIONAL ENDOCRINOLOGY 2014; 1:192-199. [PMID: 29159101 PMCID: PMC5685022 DOI: 10.1016/j.jcte.2014.09.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/03/2014] [Revised: 09/01/2014] [Accepted: 09/12/2014] [Indexed: 11/24/2022]
Abstract
Objective To determine whether characteristics of glucose dynamics are reflections of β-cell function or rather of inadequate diabetes control. Materials/methods We analyzed historical liquid meal tolerance test (LMTT) and continuous glucose monitoring (CGM) data, which had been obtained from 56 non-insulin treated type 2 diabetic outpatients during withdrawal of antidiabetic drugs. Computed CGM parameters included detrended fluctuation analysis (DFA)-based indices, autocorrelation function exponent, mean amplitude of glycemic excursions (MAGE), glucose SD, and measures of glycemic exposure. The LMTT-based disposition index (LMTT-DI) calculated from the ratio of the area-under-the-insulin-curve to the area-under-the-glucose-curve and Matsuda index was used to assess relationships among β-cell function, glucose profile complexity, autocorrelation function, and glycemic variability. Results The LMTT-DI was inverse linearly correlated with the short-range α1 and long-range scaling exponent α2 (r = −0.275 and −0.441, respectively, p < 0.01) such that lower glucose complexity was associated with better preserved insulin reserve, but it did not correlate with the autocorrelation decay exponent γ. By contrast, the LMTT-DI was strongly correlated with MAGE and SD (r = 0.625 and 0.646, both p < 0.001), demonstrating a curvilinear relationship between β-cell function and glycemic variability. On stepwise regression analyses, the LMTT-DI emerged as an independent contributor, explaining 20, 38, and 47% (all p < 0.001) of the variance in the long-range DFA scaling exponent, MAGE, and hemoglobin A1C, respectively, whereas insulin sensitivity failed to contribute independently. Conclusions Loss of complexity and increased variability in glucose profiles are associated with declining β-cell reserve and worsening glycemic control.
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Key Words
- ACF, autocorrelation function
- AUC, area under the curve
- CGM, continuous glucose monitoring
- Cp, C-peptide
- DFA, detrended fluctuation analysis
- Disposition index
- Glucose profile dynamics
- LMTT, liquid meal tolerance test
- LMTT-DI, LMTT-based disposition index
- MAGE, mean amplitude of glycemic excursions
- OHA, oral hypoglycemic agent
- SD, standard deviation
- TZDs, thiazolidinediones
- Type 2 diabetes
- β-Cell reserve
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