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Kutney K, Kaminski BA, Casey T, O'Riordan M, Gubitosi-Klug R. Reproducibility of in-home CFRD screening using continuous glucose monitoring and mixed meal tolerance test. J Clin Transl Endocrinol 2023; 33:100323. [PMID: 37705602 PMCID: PMC10495624 DOI: 10.1016/j.jcte.2023.100323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 07/23/2023] [Accepted: 08/24/2023] [Indexed: 09/15/2023] Open
Abstract
Background Cystic fibrosis related diabetes (CFRD) is associated with insulin-remediable pulmonary decline, so early detection is critical. Continuous glucose monitors (CGM) have shown promise in screening but are not recommended by clinical practice guidelines. Little is known about the reproducibility of CGM results for a given patient. Methods Twenty non-insulin treated adults and adolescents with CF placed an in-home CGM and wore it for two 14-day periods. Participants underwent a mixed meal tolerance test (MMTT) on day 5 of each 14-day period. Glycemic data from CGM 1 and CGM 2 were compared regarding published thresholds to define abnormality: percent time >140 mg/dL of ≥4.5%, percent time >140 mg/dL of >17.5%, and percent time >180 mg/dL of >3.4%. Results of the repeat MMTT were compared for peak glucose and 2-hour glucose thresholds: >140 mg/dL, >180 mg/dL, and >200 mg/dL. Results For percent time >140 mg/dL of ≥ 4.5%, five of 20 subjects had conflicting results between CGM 1 and CGM 2. For percent time >140 mg/dL of >17.5% and >180 mg/dL of >3.4%, only one of 20 subjects had conflicting results between CGM 1 and CGM 2. On the MMTT, few participants had a 2-hour glucose >140 mg/dL. Peak glucose >140 mg/dL, 180 mg/dL, and 200 mg/dL were more common, with 10-37% of participants demonstrating disagreement between CGM 1 and CGM 2. Conclusions Repeated in-home CGM acquisitions show reasonable reproducibility regarding the more stringent thresholds for time >140 mg/dL and >180 mg/dL. More data is needed to determine thresholds for abnormal mixed meal tolerance tests in CFRD screening.
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Affiliation(s)
- Katherine Kutney
- Case Western Reserve University, Cleveland OH, United States
- University Hospitals Rainbow Babies and Children’s Hospital, Cleveland OH, United States
| | - Beth A. Kaminski
- Case Western Reserve University, Cleveland OH, United States
- University Hospitals Rainbow Babies and Children’s Hospital, Cleveland OH, United States
| | - Terri Casey
- Case Western Reserve University, Cleveland OH, United States
- University Hospitals Rainbow Babies and Children’s Hospital, Cleveland OH, United States
| | - MaryAnn O'Riordan
- Case Western Reserve University, Cleveland OH, United States
- University Hospitals Rainbow Babies and Children’s Hospital, Cleveland OH, United States
| | - Rose Gubitosi-Klug
- Case Western Reserve University, Cleveland OH, United States
- University Hospitals Rainbow Babies and Children’s Hospital, Cleveland OH, United States
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Hicks R, Ode KL, Vigers T, Chan CL. A provider survey of cystic fibrosis related diabetes screening and management practices at North American CF centers. Front Endocrinol (Lausanne) 2023; 14:1183288. [PMID: 37274323 PMCID: PMC10232971 DOI: 10.3389/fendo.2023.1183288] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 05/01/2023] [Indexed: 06/06/2023] Open
Abstract
Background Cystic Fibrosis Foundation (CFF) Guidelines recommend annual screening for cystic fibrosis related diabetes (CFRD) with an oral glucose tolerance test (OGTT). However, screening rates remain consistently low. We conducted surveys of 1) US CF center directors and 2) Endocrinologists affiliated with the CFF-sponsored EnVision program to characterize CFRD screening practices, describe provider perceived barriers to screening, and identify strategies for improving screening. Methods The surveys queried OGTT protocols, alternate screening strategies, and perceived barriers to screening. CF center characteristics and procedures for coordinating OGTTs were compared between centers achieving ≥50% versus <50% OGTT completion. Endocrinologists received additional questions regarding OGTT interpretation and management. Results The survey response rate was 18% (51/290) from CF Centers and 63% (25/40) from Endocrinologists. The majority (57%) of CF centers utilized 2 OGTT timepoints (0,120 min). The majority (72%) of Endocrinologists utilized 3 timepoints (0,60,120 min). Four percent of CF centers and 8% of Endocrinologists utilized other timepoints. Forty-nine percent of CF centers reported ≥50% OGTT completion in the past year. Completion of ≥50% OGTT was 5 times more likely when patient reminders were consistently provided (p = 0.017). Both CF Centers and Endocrinologists employed alternative screening strategies including HbA1c (64%, 92%), fasting plasma glucose (49%, 67%), continuous glucose monitoring (30%, 58%), and home fingerstick monitoring (55%, 50%). Discussion OGTT is the gold standard screening method for CFRD, but completion rates remain suboptimal, practice variation exists, and many providers utilize alternate screening strategies. Systematic reminders may improve completion rates. Studies to improve our approach to CFRD screening are urgently needed.
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Affiliation(s)
- Rebecca Hicks
- University of California, Los Angeles, Division of Pediatric Endocrinology, Los Angeles, CA, United States
| | - Katie Larson Ode
- Department of Pediatrics, University of Iowa, Iowa City, IA, United States
- Fraternal Order of Eagles Diabetes Research Center, University of Iowa, Iowa City, IA, United States
| | - Tim Vigers
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Christine L. Chan
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
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Potter KJ, Boudreau V, Bonhoure A, Tremblay F, Lavoie A, Carricart M, Senior PA, Rabasa-Lhoret R. Insulinogenic index and early phase insulin secretion predict increased risk of worsening glucose tolerance and of cystic fibrosis-related diabetes. J Cyst Fibros 2023; 22:50-58. [PMID: 36028423 DOI: 10.1016/j.jcf.2022.07.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 07/23/2022] [Accepted: 07/25/2022] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Measures of stimulated insulin secretion are emerging as important predictors of diabetes mellitus in at-risk populations. We analyzed the utility of clinical estimates of insulin secretion in a prospective cohort at risk for cystic fibrosis-related diabetes (CFRD). METHODS We divided the profiles of 189 people with CF (pwCF) followed longitudinally in the Montreal CF cohort (mean follow up 6.6 ± 1.2 years) according to quartiles of the insulinogenic index (IGI; (I30-I0)/(G30-G0)); area under the curve for insulin normalized for glucose (AUCins/glu), and HOMA-B at baseline to compare clinical characteristics and risk of CFRD according to quartiles for each measure. We also compared characteristics of 40 pwCF found to have de novo CFRD at baseline. RESULTS At baseline, IGI and AUCins/glu were lower in subjects with de novo CFRD and those who later developed CFRD than those who never developed CFRD (p < 0.0001 for each). Subjects with the lowest quartiles of IGI, AUCins/glu, and AUCins/glu 0-30 had increased risk of developing CFRD by Kaplan-Meier analysis (p = 0.0244, p = 0.0024, and p = 0.0338, respectively). There was no significant difference in risk between quartiles of HOMA-B. Subjects in the lowest quartile of IGI showed a significant increase in 2-hour OGTT glucose and AUCglu between the initial and final study visits (p = 0.0027 and p = 0.0044, respectively). CONCLUSION IGI is easily measured in a clinical setting and needs to be validated in prospective studies as a potential tool to improve risk stratification in CFRD with direct relevance to pathogenesis.
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Affiliation(s)
- Kathryn J Potter
- Montreal Clinical Research Institute (IRCM), Montréal, Québec, Canada
| | - Valérie Boudreau
- Montreal Clinical Research Institute (IRCM), Montréal, Québec, Canada; Department of Nutrition, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada
| | - Anne Bonhoure
- Montreal Clinical Research Institute (IRCM), Montréal, Québec, Canada
| | - François Tremblay
- Department of Medicine, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada; Cystic Fibrosis Clinic, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Annick Lavoie
- Cystic Fibrosis Clinic, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Maité Carricart
- Cystic Fibrosis Clinic, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Peter A Senior
- Division of Endocrinology, University of Alberta, Edmonton, Alberta, Canada
| | - Rémi Rabasa-Lhoret
- Montreal Clinical Research Institute (IRCM), Montréal, Québec, Canada; Department of Nutrition, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada; Division of Experimental Medicine, Faculty of Medicine, McGill University, Montréal, Québec, Canada; Department of Medicine, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada; Cystic Fibrosis Clinic, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada.
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Rakotoarisoa L, Weiss L, Lefebvre F, Porzio M, Ravoninjatovo B, Abely M, Boucher ID, Dubois S, Troussier F, Gilles R, Prevotat A, Kessler L. Comparison of Continuous Glucose Monitoring in Cystic Fibrosis Patients With or Without Pancreatic Exocrine Insufficiency. Horm Metab Res 2022; 54:407-412. [PMID: 35272389 DOI: 10.1055/a-1794-5496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
This study aimed to compare continuous glucose monitoring (CGM) in cystic fibrosis (CF) according to pancreatic exocrine status.CGM and oral glucose tolerance testing (OGTT) were realized annually over five years in people with CF (pwCF) aged≥10 years without cystic fibrosis-related diabetes (CFRD). CGM parameters in patients with normal glucose tolerance (NGT), impaired glucose tolerance (IGT), and newly diagnosed CFRD were compared according to presence of pancreatic sufficiency (PS) or insufficiency (PI).Overall, 547 OGTTs and 501 CGMs were performed in 147 CF patients, comprising 122 PI and 25 PS. In PS patients, 84% displayed NGT, 12% IGT, and 4% CFRD vs. 58%, 32%, and 10% (p=0.05) in PI. Among participants displaying normal OGTT, time in glucose range (70-140 mg/dl) was significantly increased, 97% (93, 99) vs. 92% (85, 96), p<0.001, and time above glucose range > 140 mg/dl significantly decreased, 1% (0, 2) % vs. 6% (2, 13), in patients with PS compared to those with PI. No significant differences were highlighted in patients with IGT.CGM revealed significant different glucose tolerance abnormalities in PI versus PS, which were undetected by standard 2-hour OGTT glucose.
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Affiliation(s)
- Luc Rakotoarisoa
- Department of Diabetology, University Hospital Strasbourg, Strasbourg, France
- Inserm UMR 1260, Regenerative Nanomedicine, University of Strasbourg, Strasbourg, France
| | - Laurence Weiss
- CRCM, University Hospital Strasbourg, Strasbourg, France
| | | | - Michele Porzio
- CRCM, University Hospital Strasbourg, Strasbourg, France
| | | | - Michel Abely
- CRCM, University Hospital Centre Reims, Reims, France
| | | | - Séverine Dubois
- Diabetology, University Hospital Centre Angers, Angers, France
| | | | | | - Anne Prevotat
- Allergology, Lille University Hospital Center, Lille, France
| | - Laurence Kessler
- Department of Diabetology, University Hospital Strasbourg, Strasbourg, France
- Inserm UMR 1260, Regenerative Nanomedicine, University of Strasbourg, Strasbourg, France
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De Sanctis V, Soliman AT, Daar S, Tzoulis P, Di Maio S, Kattamis C. Oral glucose tolerance test: Ηow to maximize its diagnostic value in children and adolescents. ACTA BIO-MEDICA : ATENEI PARMENSIS 2022; 93:e2022318. [PMID: 36300215 PMCID: PMC9686143 DOI: 10.23750/abm.v93i5.13615] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 08/24/2022] [Indexed: 01/25/2023]
Abstract
BACKGROUND Recently, the validity of the oral glucose tolerance test (OGTT) as a gold-standard test for the diagnosis of glucose dysregulation (GD) has been questioned due to the pre-analytical, analytical, and post-analytical variables which can potentially affect its reproducibility and accuracy. AIMS In this short update, the many variables that affect the reproducibility and accuracy of the OGTT are described and discussed aiming to enhance its diagnostic value in clinical practice. SEARCH STRATEGY A systematic search was implemented in June 2022, using Scopus, PubMed, Embase and Google Scholar focusing on OGTT relevant papers published in the last 10 years. Moreover, the reference lists of these articles were checked for additional pertinent studies. The research and selection of articles was also supported by the long-term authors' experience in the use of OGTT for the diagnosis of GD in children and adolescents. CONCLUSION The complexity of diagnosing GD presupposes that clinicians have specific knowledge and experience to perform rigorous assessment of glucose metabolism. It is worth mentioning that during OGTT, subjects with glucose levels close to the cut-off values proposed by WHO (World Health Organization)/ADA (American Diabetes Association) require careful evaluation in order to avoid misclassification and unnecessary interventions. For this reason, ADA recommends a second test to confirm the diagnosis of diabetes.
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Affiliation(s)
- Vincenzo De Sanctis
- Pediatric and Adolescent Outpatient Clinic, Quisisana Hospital, Ferrara, Italy
| | - Ashraf T. Soliman
- Pediatrics and Endocrinology Department of Pediatrics, Hamad Medical Center, Doha, Qatar
| | - Shahina Daar
- Department of Haematology, College of Medicine and Health Sciences, Sultan Qaboos University, Sultanate of Oman
| | - Ploutarchos Tzoulis
- Department of Diabetes and Endocrinology, Whittington Hospital, University College London, London, N19 5NF UK
| | - Salvatore Di Maio
- Emeritus Director in Pediatrics, Children’s Hospital “Santobono-Pausilipon”, Naples, Italy
| | - Christos Kattamis
- First Department of Pediatrics, Aghia Sophia Children Hospital, National Kapodistrian University of Athens, Athens, Greece
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Potter KJ, Reynaud Q, Boudreau V, Racine F, Tremblay F, Lavoie A, Carricart M, Mailhot G, Durieu I, Senior PA, Rabasa-Lhoret R. Combined Indeterminate and Impaired Glucose Tolerance Is a Novel Group at High Risk of Cystic Fibrosis-Related Diabetes. J Clin Endocrinol Metab 2021; 106:e3901-e3910. [PMID: 34132785 DOI: 10.1210/clinem/dgab384] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Indexed: 11/19/2022]
Abstract
BACKGROUND Indeterminate glycemia (INDET) and impaired glucose tolerance (IGT) are independently associated with cystic fibrosis-related diabetes (CFRD) risk. We determined whether patients meeting both criteria have increased risk of diabetes in 2 separate adult cohorts. METHODS The Montreal Cystic Fibrosis Cohort (MCFC; n = 293 baseline and 198 for prospective analysis excluding subjects identified with incident CFRD at baseline) and the Lyon cystic fibrosis cohort [Determination of the Predictive Factors in the Reversibility or the Aggravation in the Disorders of the Glucose Metabolism in Cystic Fibrosis Patients (DIAMUCO); n = 144/105] are prospective observational cohorts. RESULTS In the MCFC and DIAMUCO cohorts, mean age was 25.5 ± 7.7 and 25.0 ± 8.6 years; body mass index, 21.7 ± 3.0 and 20.2 ± 2.2 kg/m2; percentage of forced expiratory volume expired in 1 sec, 73.2 ± 22.1 and 62.5 ± 21.9; and follow-up, 6.9 ± 3.8 and 2.4 ± 1.2 years, respectively. In the MCFC cohort, the IGT only and combined INDET and IGT (INDET + IGT) groups had greater risk of CFRD (P = 0.0109). In the DIAMUCO cohort, there was lower diabetes-free survival in the INDET + IGT group (P = 0.0105). In both cohorts, CFRD risk ranged from 17% in normal glucose tolerance patients up to 42% to 56% in patients with INDET + IGT. CONCLUSION Patients who meet combined criteria have a higher risk of developing diabetes probably justifying closer follow-up.
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Affiliation(s)
| | - Quitterie Reynaud
- Cystic Fibrosis Adult Referral Care Centre, Department of Internal Medicine, Hospices civils de Lyon, Pierre Bénite, France
- Department of internal medicine, Université de Lyon, Lyon, France
| | - Valérie Boudreau
- Montreal Clinical Research Institute, Montréal, Québec, Canada
- Department of Nutrition, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada
| | - Florence Racine
- Montreal Clinical Research Institute, Montréal, Québec, Canada
- Department of Nutrition, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada
| | - François Tremblay
- Department of Medicine, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada
- Cystic Fibrosis Clinic, Centre hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Annick Lavoie
- Department of Medicine, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada
- Cystic Fibrosis Clinic, Centre hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Maite Carricart
- Department of Medicine, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada
- Cystic Fibrosis Clinic, Centre hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
| | - Geneviève Mailhot
- Department of Nutrition, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada
- CHU Sainte-Justine Research Center, Montréal, Québec, Canada
| | - Isabelle Durieu
- Cystic Fibrosis Adult Referral Care Centre, Department of Internal Medicine, Hospices civils de Lyon, Pierre Bénite, France
- Department of internal medicine, Université de Lyon, Lyon, France
| | - Peter A Senior
- Department of Endocrinology, University of Alberta, Edmonton, Alberta, Canada
| | - Rémi Rabasa-Lhoret
- Montreal Clinical Research Institute, Montréal, Québec, Canada
- Department of Nutrition, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada
- Department of Endocrinology, Faculty of Medicine, Centre hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
- Department of Medicine, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada
- Cystic Fibrosis Clinic, Centre hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
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7
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Bonhoure A, Potter KJ, Colomba J, Boudreau V, Bergeron C, Desjardins K, Carricart M, Tremblay F, Lavoie A, Rabasa-Lhoret R. Peak glucose during an oral glucose tolerance test is associated with future diabetes risk in adults with cystic fibrosis. Diabetologia 2021; 64:1332-1341. [PMID: 33693987 DOI: 10.1007/s00125-021-05423-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 01/11/2021] [Indexed: 01/06/2023]
Abstract
AIMS/HYPOTHESIS Cystic fibrosis-related diabetes (CFRD) affects up to 50% of adults with cystic fibrosis (CF) and its presence is associated with adverse effects on nutritional status and pulmonary function. Early diagnosis could minimise CFRD morbidity, yet current methods of an OGTT at 0 and 2 h yield unreliable results. Our aim was to determine which indices from a 2 h OGTT with sampling every 30 min might improve prediction of CFRD. METHODS Cross-sectional analysis at baseline (n = 293) and observational prospective analysis (n = 185; mean follow-up of 7.5 ± 4.2 years) of the Montreal Cystic Fibrosis Cohort were performed. Blood glucose and insulinaemia OGTT variables were studied in relation to lung function (forced expiratory volume in 1 s [FEV1]), BMI and risk of developing CFRD. RESULTS At baseline, maximum OGTT glucose (Gmax) was negatively associated with FEV1 (p = 0.003). Other OGTT values, including classical 2 h glucose, were not. A higher Gmax was associated with lower insulin secretory capacity, delayed insulin peak timing and greater pancreatic insufficiency (p < 0.01). Gmax was positively associated with the risk of developing CFRD (p = 0.0029); no individual with a Gmax < 8 mmol/l developed CFRD over the following decade. No OGTT variable correlated to the rate of change in BMI or FEV1. CONCLUSIONS/INTERPRETATION In adults with CF, Gmax is strongly associated with the risk of developing CFRD; Gmax < 8 mmol/l could identify those at very low risk of future CFRD. Gmax is higher in individuals with pancreatic insufficiency and is associated with poorer insulin secretory capacity and pulmonary function.
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Affiliation(s)
- Anne Bonhoure
- Montreal Clinical Research Institute, Montreal, QC, Canada
- Division of Experimental Medicine, Faculty of Medicine, McGill University, Montreal, QC, Canada
| | | | - Johann Colomba
- Montreal Clinical Research Institute, Montreal, QC, Canada
- Department of Nutrition, Faculty of Medicine, University of Montreal, Montreal, QC, Canada
| | - Valérie Boudreau
- Montreal Clinical Research Institute, Montreal, QC, Canada
- Department of Nutrition, Faculty of Medicine, University of Montreal, Montreal, QC, Canada
| | - Cindy Bergeron
- Montreal Clinical Research Institute, Montreal, QC, Canada
- Department of Nutrition, Faculty of Medicine, University of Montreal, Montreal, QC, Canada
| | | | - Maïté Carricart
- Department of Medicine, Faculty of Medicine, University of Montreal, Montreal, QC, Canada
- Cystic Fibrosis Clinic, University of Montreal Hospital Center (CHUM), Montreal, QC, Canada
| | - François Tremblay
- Department of Medicine, Faculty of Medicine, University of Montreal, Montreal, QC, Canada
- Cystic Fibrosis Clinic, University of Montreal Hospital Center (CHUM), Montreal, QC, Canada
| | - Annick Lavoie
- Department of Medicine, Faculty of Medicine, University of Montreal, Montreal, QC, Canada
- Cystic Fibrosis Clinic, University of Montreal Hospital Center (CHUM), Montreal, QC, Canada
| | - Rémi Rabasa-Lhoret
- Montreal Clinical Research Institute, Montreal, QC, Canada.
- Department of Nutrition, Faculty of Medicine, University of Montreal, Montreal, QC, Canada.
- Department of Medicine, Faculty of Medicine, University of Montreal, Montreal, QC, Canada.
- Cystic Fibrosis Clinic, University of Montreal Hospital Center (CHUM), Montreal, QC, Canada.
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Hu X, Zhang Q, Zeng TS, Zhang JY, Min J, Tian SH, Huang H, Peng M, Zhang N, Li M, Wan Q, Xiao F, Chen Y, Wu C, Chen LL. Not performing an OGTT results in underdiagnosis, inadequate risk assessment and probable cost increases of (pre)diabetes in Han Chinese over 40 years: a population-based prospective cohort study. Endocr Connect 2018; 7:1507-1517. [PMID: 30521481 PMCID: PMC6311461 DOI: 10.1530/ec-18-0372] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 12/05/2018] [Indexed: 01/04/2023]
Abstract
OBJECTIVE To explore the influence by not performing an oral glucose tolerance test (OGTT) in Han Chinese over 40 years. DESIGN Overall, 6682 participants were included in the prospective cohort study and were followed up for 3 years. METHODS Fasting plasma glucose (FPG), 2-h post-load plasma glucose (2h-PG), FPG and 2h-PG (OGTT), and HbA1c testing using World Health Organization (WHO) or American Diabetes Association (ADA) criteria were employed for strategy analysis. RESULTS The prevalence of diabetes is 12.4% (95% CI: 11.6-13.3), while the prevalence of prediabetes is 34.1% (95% CI: 32.9-35.3) and 56.5% (95% CI: 55.2-57.8) using WHO and ADA criteria, respectively. 2h-PG determined more diabetes individuals than FPG and HbA1c. The testing cost per true positive case of OGTT is close to FPG and less than 2h-PG or HbA1c. FPG, 2h-PG and HbA1c strategies would increase costs from complications for false-positive (FP) or false-negative (FN) results compared with OGTT. Moreover, the least individuals identified as normal by OGTT at baseline developed (pre)diabetes, and the most prediabetes individuals identified by HbA1c or FPG using ADA criteria developed diabetes. CONCLUSIONS The prevalence of isolated impaired glucose tolerance and isolated 2-h post-load diabetes were high, and the majority of individuals with (pre)diabetes were undetected in Chinese Han population. Not performing an OGTT results in underdiagnosis, inadequate developing risk assessment and probable cost increases of (pre)diabetes in Han Chinese over 40 years and great consideration should be given to OGTT in detecting (pre)diabetes in this population. Further population-based prospective cohort study of longer-term effects is necessary to investigate the risk assessment and cost of (pre)diabetes.
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Affiliation(s)
- Xiang Hu
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Correspondence should be addressed to L-L Chen or X Hu: or
| | - Qiao Zhang
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Tian-Shu Zeng
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jiao-Yue Zhang
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jie Min
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Sheng-Hua Tian
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | | | - Miaomiao Peng
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Nan Zhang
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Mengjiao Li
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Qing Wan
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Fei Xiao
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yan Chen
- Institute of Big Data and Internet Innovation, Hunan University of Commerce, Changsha, China
| | - Chaodong Wu
- Department of Nutrition and Food Science, Texas A&M University, College Station, Texas, USA
| | - Lu-Lu Chen
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Correspondence should be addressed to L-L Chen or X Hu: or
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9
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Chan CL, Vigers T, Pyle L, Zeitler PS, Sagel SD, Nadeau KJ. Continuous glucose monitoring abnormalities in cystic fibrosis youth correlate with pulmonary function decline. J Cyst Fibros 2018; 17:783-790. [PMID: 29580828 PMCID: PMC6151303 DOI: 10.1016/j.jcf.2018.03.008] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Revised: 01/23/2018] [Accepted: 03/12/2018] [Indexed: 12/30/2022]
Abstract
BACKGROUND To characterize glucose patterns with continuous glucose monitoring (CGM) in cystic fibrosis (CF) and assess relationships between CGM and clinical outcomes. METHODS 110 CF youth and healthy controls (HC), 10-18 years, wore CGM up to 7 days. Correlations between CGM and lung function and BMI z-score change over the prior year were determined. RESULTS Multiple CGM measures were higher in CF Normal Glycemic (CFNG) youth versus HC (peak glucose, excursions >140 mg/dl/day, %time > 140 mg/dl, standard deviation (SD) and mean amplitude of glycemic excursions (MAGE)). Hypoglycemia was no different among groups. In CF, decline in FEV1% and FVC% correlated with maximum CGM glucose, excursions >200 mg/dl/day, SD, and MAGE. CONCLUSIONS CFNG youth have higher glucoses and glucose variability than HC on CGM. Higher and more variable glucoses correlate with lung function decline. Whether earlier treatment of CGM abnormalities improves lung function in CF requires further study.
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Affiliation(s)
- Christine L Chan
- Department of Pediatrics, Division of Pediatric Endocrinology, Children's Hospital Colorado and University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States.
| | - Timothy Vigers
- Department of Pediatrics, Division of Pediatric Endocrinology, Children's Hospital Colorado and University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States
| | - Laura Pyle
- Department of Pediatrics, Division of Pediatric Endocrinology, Children's Hospital Colorado and University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States; Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States
| | - Philip S Zeitler
- Department of Pediatrics, Division of Pediatric Endocrinology, Children's Hospital Colorado and University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States
| | - Scott D Sagel
- Department of Pediatrics, Division of Pediatric Pulmonology, Children's Hospital Colorado and University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States
| | - Kristen J Nadeau
- Department of Pediatrics, Division of Pediatric Endocrinology, Children's Hospital Colorado and University of Colorado Anschutz Medical Campus, Aurora, CO 80045, United States
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10
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Armaghanian N, Brand-Miller JC, Markovic TP, Steinbeck KS. Hypoglycaemia in cystic fibrosis in the absence of diabetes: A systematic review. J Cyst Fibros 2016; 15:274-84. [PMID: 27025865 DOI: 10.1016/j.jcf.2016.02.012] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2015] [Revised: 02/17/2016] [Accepted: 02/24/2016] [Indexed: 10/22/2022]
Abstract
BACKGROUND Hypoglycaemia in CF in the absence of diabetes or glucose lowering therapies is a phenomenon that is receiving growing attention in the literature. These episodes are sometimes symptomatic and likely have variable aetiologies. Our first aim was to conduct a systematic review of the literature to determine what is known about hypoglycaemia in CF. Our second aim was to assess evidence based guidelines for management strategies. METHODS A comprehensive search of databases and guideline compiler entities was performed. Inclusion criteria were primary research articles and evidence based guidelines that referred to hypoglycaemia in CF in the absence of insulin treatment or other glucose lowering therapies. RESULTS A total of 11 studies (four manuscripts and seven abstracts) and five evidence-based guidelines met the inclusion criteria. Prevalence rates of hypoglycaemia unrelated to diabetes varied between studies (7-69%). Hypoglycaemia was diagnosed during oral glucose tolerance testing or continuous glucose monitoring (CGM). Associations between hypoglycaemia and clinical parameters of BMI, lung function, liver disease and pancreatic insufficiency were measured in some studies. There was no unifying definition of hypoglycaemia in the absence of diabetes. Only two evidence based guidelines reported possible management strategies. CONCLUSION The systematic review found limited data on this clinical problem and supports the need for high quality methodological studies that are able to describe the experience and the aetiology(ies) of hypoglycaemia in CF.
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Affiliation(s)
- N Armaghanian
- Discipline of Paediatrics and Child Health, Sydney Medical School, University of Sydney, Australia; Academic Department of Adolescent Medicine, The Children's Hospital at Westmead, Australia.
| | - J C Brand-Miller
- School of Molecular Bioscience, University of Sydney, Australia; Boden Institute of Obesity, Nutrition and Exercise, University of Sydney, Australia
| | - T P Markovic
- Boden Institute of Obesity, Nutrition and Exercise, University of Sydney, Australia; Department of Endocrinology, Royal Prince Alfred Hospital, Sydney, Australia
| | - K S Steinbeck
- Discipline of Paediatrics and Child Health, Sydney Medical School, University of Sydney, Australia; Academic Department of Adolescent Medicine, The Children's Hospital at Westmead, Australia; Department of Endocrinology, Royal Prince Alfred Hospital, Sydney, Australia
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11
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HbA1c as a screening tool for cystic fibrosis related diabetes. J Cyst Fibros 2015; 15:251-7. [PMID: 25869326 DOI: 10.1016/j.jcf.2015.03.013] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2014] [Revised: 02/22/2015] [Accepted: 03/24/2015] [Indexed: 11/24/2022]
Abstract
AIMS Early diagnosis of cystic fibrosis (CF) related diabetes (CFRD) is important to improve outcomes. International guidelines recommend an oral glucose tolerance test (OGTT) for all CF patients aged ≥10 years - this approach is controversial. The aim of this study was to develop an effective screening tool and reduce the need for a universal OGTT. METHODS Adult CF patients (without CFRD) attending an annual review assessment were recruited prospectively (March 2009-July 2012) into two sequential studies - a primary investigative study followed by validation study. All patients underwent an OGTT and were simultaneously screened by predetermined biochemical/clinical criteria to identify their risk of CFRD. A sensitivity/specificity analysis was performed using the World Health Organisation diabetes criteria as gold standard; modifications were made to improve the screening tool's accuracy and determine the optimal screening thresholds. This was tested in the validation study. RESULTS 429 patients (primary, n=94; validation, n=335: mean age=31.7 ± 10.4(SD), 43% female, 77% on pancreatic supplements). Primary study: in predicting a positive OGTT, the test sensitivity was 66.7% and specificity 60%. HbA1c was carried over to the validation study as it was the most discriminative (optimal threshold ≥5.8% (40 mmol/mol); receiver operating curve, ROC, score 0.60). Validation study: the number of patients with a normal, impaired and diabetic OGTT was 268(80%), 51(15.2%) and 16(4.8%), respectively. HbA1c provided a test sensitivity, specificity and ROC score of 93.8%, 53.0% and 0.73, respectively. CONCLUSIONS The use of HbA1c ≥ 5.8%(40 mmol/mol) is an effective tool for CFRD screening and reduced the need for an OGTT by 50.7%.
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12
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Rayas MS, Willey-Courand DB, Lynch JL, Guajardo JR. Improved screening for cystic fibrosis-related diabetes by an integrated care team using an algorithm. Pediatr Pulmonol 2014; 49:971-7. [PMID: 24436252 DOI: 10.1002/ppul.22988] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2013] [Accepted: 12/07/2013] [Indexed: 01/06/2023]
Abstract
OBJECTIVE To determine whether implementation of a standardized, clinic-based algorithm improves compliance with cystic fibrosis-related diabetes (CFRD) screening guidelines. STUDY DESIGN A CFRD screening algorithm was developed as part of a quality improvement initiative through collaboration between the pediatric pulmonary and endocrine divisions and implemented prospectively to children aged 8-17 years in our CF center for a 6-month period. The primary outcome measure was the percentage rate of CF patients who were appropriately screened with an oral glucose tolerance test (OGTT) during the quality improvement period as compared to the year prior. RESULTS Ninety-seven percent (37/38) of OGTTs were appropriately ordered by providers, and 89% (34/38) of patients obtained the OGTT at the completion of the quality improvement period. Compared with the percentage of eligible patients completing the OGTT the year prior, the use of the algorithm significantly improved screening (P = 0.03). Data collected 1-year post-algorithm implementation revealed 97% (33/34) of OGTTs were ordered and 79% (27/34) of OGTTs were completed. The use of the algorithm 1-year post-implementation did not reveal a significant improvement in screening when compared to the reference year and implementation period (P = 0.08). CONCLUSIONS Implementation of a clinical algorithm resulted in a statistically significant improvement in screening during the quality improvement period, but this improvement was not sustained the following year despite continued physician compliance with ordering the OGTT. Barriers to patient compliance need to be explored.
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Affiliation(s)
- Maria Socorro Rayas
- Division of Pediatric Endocrinology and Diabetes, University of Texas Health Science Center in San Antonio, San Antonio, Texas
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13
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Abstract
Improved life expectancy in cystic fibrosis (CF) has led to an expanding population of adults with CF, now representing almost 50 % of the total CF population. This creates new challenges from long-term complications such as diabetes mellitus (DM), a condition that is present in 40 %-50 % of adults with CF. Cystic fibrosis-related diabetes (CFRD) results from a primary defect of insulin deficiency and although sharing features with type 1 (DM1) and type 2 diabetes (DM2), it is a clinically distinct condition. Progression to diabetes is associated with poorer CF clinical outcomes and increased mortality. CFRD is not associated with an increased risk of cardiovascular disease and the prevalence of microvascular complications is lower than DM1 or DM2. Rather, the primary goal of insulin therapy is the preservation of lung function and optimization of nutritional status. There is increasing evidence that appropriate screening and early intervention with insulin can reverse weight loss and improve pulmonary function. This approach may include targeting postprandial hyperglycemia not detected by standard diagnostic tests such as the oral glucose tolerance test. Further clinical research is required to guide when and how much to intervene in patients who are already dealing with the burden of one chronic illness.
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Affiliation(s)
- Donal O'Shea
- Department of Endocrinology, St. Vincent's University Hospital, Elm Park, Dublin 4, Ireland
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14
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Abstract
PURPOSE OF REVIEW To provide an updated literature review highlighting important aspects of cystic fibrosis-related diabetes (CFRD) including epidemiology, pathogenesis, complications, screening, and management. RECENT FINDINGS Although CFRD continues to be associated with increased rates of mortality in the cystic fibrosis (CF) population, this has improved over the past several years, and the previous sex difference is no longer present. Recent studies support that CFRD is primarily caused by insulin deficiency due to loss of beta cells, which may occur via a number of mechanisms including oxidative stress. Aggressive screening programs with oral-glucose tolerance testing and early treatment with insulin for patients with CFRD with or without fasting hyperglycemia have led to improvements in nutritional states and lung function. Oral agents do not appear to be effective in CFRD. SUMMARY CFRD is the most common comorbidity in the CF population and is associated with microvascular complications and protein catabolism leading to worse health outcomes. Recognition of glycemic abnormalities through aggressive screening has led to improvements in nutritional status, pulmonary function, and mortality rates.
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Affiliation(s)
- Brandon M Nathan
- Divisions of Pediatric Endocrinology, University of Minnesota, Minneapolis, Minnesota, USA.
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