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Huo L, Deng W, Lan L, Li W, Shaw JE, Magliano DJ, Ji L. Real-World Application of Insulin Pump Therapy Among Patients With Type 1 Diabetes in China: A Cross-Sectional Study. Front Endocrinol (Lausanne) 2022; 13:891718. [PMID: 35757419 PMCID: PMC9226667 DOI: 10.3389/fendo.2022.891718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 05/10/2022] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Although insulin pump therapy is an important treatment modality for patients with type 1 diabetes, rates of pump use appear to vary broadly internationally. This study aimed to investigate the application of insulin pump therapy among patients with type 1 diabetes in China. METHODS Data were collected from the Type 1 Diabetes Mellitus in China: Coverage, Costs and Care Study (3C Study). A total of 779 participants from this cross-sectional study were included. Multivariable logistic regression was used for data analysis. RESULTS The median (interquartile range) age at diagnosis of diabetes was 17 (10-28) years and the duration of diabetes was 4 (1-8) years. Among 779 patients, only 89 patients (11.4%) used an insulin pump to control blood glucose. A statistically significant difference was found in HbA1c favoring insulin pump therapy (8.3 ± 1.7% vs. 9.2 ± 2.6%) without obvious differences for severe hypoglycaemia. There were higher proportions of patients with no smoking, frequent daily intake of fruits and vegetables, and adequate self-blood glucose monitoring among patients with insulin pump therapy as compared to those using multiple daily insulin injections. Logistic regression analysis showed that younger age at diagnosis, longer duration of diabetes, higher education level of family members, and higher household income were associated with the use of an insulin pump. CONCLUSIONS Data from 3C Study demonstrated that only a minority of patients with type 1 diabetes in China utilize insulin pump therapy. Insulin pump therapy was associated with better blood glucose control and self-management. Patients with younger age at diagnosis and longer duration of diabetes, and patients with better socioeconomic status were more likely to use an insulin pump.
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Affiliation(s)
- Lili Huo
- Department of Endocrinology, Beijing Jishuitan Hospital, Beijing, China
| | - Wei Deng
- Department of Endocrinology, Beijing Jishuitan Hospital, Beijing, China
| | - Ling Lan
- Department of Endocrinology, Beijing Jishuitan Hospital, Beijing, China
| | - Wei Li
- Department of Endocrinology, Beijing Jishuitan Hospital, Beijing, China
| | - Jonathan E. Shaw
- Department of Clinical Diabetes and Epidemiology, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Dianna J. Magliano
- Department of Clinical Diabetes and Epidemiology, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Linong Ji
- Department of Endocrinology and Metabolism, Peking University People’s Hospital, Beijing, China
- *Correspondence: Linong Ji,
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2
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Dena M, Svensson AM, Olofsson KE, Young L, Carlson A, Miller K, Grimsmann J, Welp R, Mader JK, Maahs DM, Holl RW, Lind M. Renal Complications and Duration of Diabetes: An International Comparison in Persons with Type 1 Diabetes. Diabetes Ther 2021; 12:3093-3105. [PMID: 34697764 PMCID: PMC8586278 DOI: 10.1007/s13300-021-01169-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Accepted: 09/29/2021] [Indexed: 12/12/2022] Open
Abstract
INTRODUCTION Renal complications are both a marker of previous suboptimal glycaemic control and a major risk factor for cardiovascular disease in persons with type 1 diabetes (T1D). The aim of the study was to evaluate the prevalence of renal complications in persons with T1D in four geographical regions. METHODS Nationwide registry data from Austria/Germany, Sweden and the US were used to estimate the prevalence of renal complications from January 2016 until September 2018. Chronic kidney disease (CKD) and albuminuria in the study population and each registry were analysed by diabetes duration. Risk factors for renal complications were described by registry. RESULTS In the total cohort of 78.926 adults with T1D, mean age was 44.4 ± 18.43 years and mean diabetes duration was 21.6 ± 22 years. Mean estimated glomerular filtration rate (eGFR) was 94.0 ± 31.45 ml/min, 13.0% had microalbuminuria and 3.9% had macroalbuminuria. Mean age, diabetes duration, use of insulin pumps and continuous glucose monitoring, as well as presence of albuminuria, varied between registries. Albuminuria was present in approximately 10% of persons with diabetes duration < 20 years and impaired renal function (eGFR < 60 ml/min) was present in 17%. In persons with diabetes duration > 40 years, approximately one-third had albuminuria and 25% had impaired renal function. CONCLUSIONS This analysis used three nationwide registries of persons with T1D. Despite recent use of more effective diabetes therapies, a substantial proportion of persons with T1D have renal complications at < 20 years after diagnosis. Efficient glucose-lowering and renal-protective strategies are needed in persons with T1D.
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Affiliation(s)
- Mary Dena
- Department of Medicine, NU Hospital Group, Uddevalla, Trollhättan, Sweden
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Ann-Marie Svensson
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Katarina Eeg Olofsson
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Laura Young
- Diabetes and Endocrinology Clinic at Meadowmont, UNC Hospitals, Chapel Hill, NC, USA
| | | | | | - Julia Grimsmann
- Institute for Epidemiology and Medical Biometry, ZIBMT, Ulm University, Ulm, Germany
- German Centre for Diabetes Research (DZD), Neuherberg, Munich, Germany
| | | | - Julia K Mader
- Department of Internal Medicine, Division of Endocrinology and Diabetology, Medical University of Graz, Graz, Austria
| | - David M Maahs
- Pediatric Endocrinology, Stanford University, Stanford, CA, USA
| | - Reinhard W Holl
- Institute for Epidemiology and Medical Biometry, ZIBMT, Ulm University, Ulm, Germany
- German Centre for Diabetes Research (DZD), Neuherberg, Munich, Germany
| | - Marcus Lind
- Department of Medicine, NU Hospital Group, Uddevalla, Trollhättan, Sweden.
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden.
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3
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Kjölhede K, Berntorp K, Kristensen K, Katsarou A, Shaat N, Wiberg N, Knop FK, Kristensen L, Dotevall A, Elfvin A, Sandgren U, Sengpiel V, Englund-Ögge L. Glycemic, maternal and neonatal outcomes in women with type 1 diabetes using continuous glucose monitoring during pregnancy - Pump vs multiple daily injections, a secondary analysis of an observational cohort study. Acta Obstet Gynecol Scand 2021; 100:927-933. [PMID: 33176006 DOI: 10.1111/aogs.14039] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Revised: 10/02/2020] [Accepted: 11/06/2020] [Indexed: 11/30/2022]
Abstract
INTRODUCTION Continuous glucose monitoring (CGM) provides detailed information about glucose level fluctuations over time. The method is increasingly being used in pregnant women with type 1 diabetes. However, only one previous study compared CGM results related to pregnancy outcomes in women using insulin pumps with those administering multiple daily injections (MDI). We performed a secondary analysis of CGM metrics from an observational cohort of pregnant women with type 1 diabetes and compared insulin pump and MDI therapies in relation to maternal and neonatal outcomes. MATERIAL AND METHODS The study included 185 pregnant Swedish women with type 1 diabetes undergoing CGM throughout pregnancy. Women were divided according to insulin administration mode, ie MDI (n = 131) or pump (n = 54). A total of 91 women used real-time CGM and 94 women used intermittently viewed CGM. Maternal demographics and maternal and neonatal outcome data were collected from medical records. CGM data were analyzed according to predefined glycemic indices: mean glucose; standard deviation; percentage of time within, below and above glucose target range; mean amplitude of glycemic excursion; high and low glucose indices; and coefficient variation in percent. Associations between insulin administration mode and CGM data, on the one hand, and maternal and neonatal outcomes, on the other, were analyzed with analysis of covariance and logistic regression, respectively, adjusted for confounders. RESULTS There were no differences in maternal characteristics or glycemic indices between the MDI and pump groups, except for a longer duration of type 1 diabetes and higher frequencies of microangiopathy and real-time CGM among pump users. Despite improvement with each trimester, glucose levels remained suboptimal throughout pregnancy in both groups. There were no differences between the MDI and pump groups concerning the respective associations with any of the outcomes. The frequency of large for gestational age was high in both groups (MDI 49% vs pump 63%) and did not differ significantly. CONCLUSIONS Pregnant women with type 1 diabetes did not differ in glycemic control or pregnancy outcome, related to MDI or pump administration of insulin. Glycemic control remained suboptimal throughout pregnancy, regardless of insulin administration mode.
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Affiliation(s)
- Karin Kjölhede
- Department of Obstetrics and Gynecology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Kerstin Berntorp
- Department of Endocrinology, Skåne University Hospital, Malmö, Sweden.,Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Karl Kristensen
- Department of Obstetrics and Gynecology, Skåne University Hospital, Malmö, Sweden.,The Parker Institute, Copenhagen University Hospital, Copenhagen, Denmark.,Department of Clinical Sciences Lund, Lund University, Lund, Sweden
| | - Anastasia Katsarou
- Department of Endocrinology, Skåne University Hospital, Malmö, Sweden.,Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Nael Shaat
- Department of Endocrinology, Skåne University Hospital, Malmö, Sweden.,Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Nana Wiberg
- Department of Clinical Sciences Malmö, Lund University, Lund, Sweden.,Department of Obstetrics and Gynecology, Ystad Hospital, Ystad, Sweden
| | - Filip K Knop
- Center for Clinical Metabolic Research, Gentofte Hospital, University of Copenhagen, Hellerup, Denmark.,Steno Diabetes Center Copenhagen, Gentofte, Denmark
| | - Lars Kristensen
- The Parker Institute, Copenhagen University Hospital, Copenhagen, Denmark
| | - Annika Dotevall
- Department of Medicine, Sahlgrenska University Hospital/Östra, Gothenburg, Sweden
| | - Anders Elfvin
- Department of Pediatrics, The Queen Silvia Children's Hospital, Sahlgrenska University Hospital, Gothenburg, Sweden.,Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Ulrika Sandgren
- Department of Obstetrics and Gynecology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Verena Sengpiel
- Department of Obstetrics and Gynecology, Sahlgrenska University Hospital, Gothenburg, Sweden.,Department of Obstetrics and Gynecology, Institute of Clinical Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Linda Englund-Ögge
- Department of Obstetrics and Gynecology, Sahlgrenska University Hospital, Gothenburg, Sweden.,Department of Obstetrics and Gynecology, Institute of Clinical Sciences, University of Gothenburg, Gothenburg, Sweden
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4
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Gajewska KA, Biesma R, Bennett K, Sreenan S. Availability of and access to continuous subcutaneous insulin infusion therapy for adults with type 1 diabetes in Ireland. Acta Diabetol 2020; 57:875-882. [PMID: 32124077 DOI: 10.1007/s00592-020-01497-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 02/04/2020] [Indexed: 12/18/2022]
Abstract
AIMS The uptake of continuous subcutaneous insulin infusion (CSII) is low in adults with type 1 diabetes mellitus (T1DM) in Ireland, compared to other countries where CSII is reimbursed. To explore the reasons for the low uptake, this study aims to investigate the availability of CSII in adult diabetes clinics in Ireland. METHODS A national survey of all adult diabetes clinics (public and private) in Ireland was conducted and completed anonymously by the lead physician/diabetes nurse specialist in each clinic. Descriptive statistics and comparisons between clinics offering different levels of care for CSII are presented. RESULTS Of 50 diabetes clinics invited, 47 (94%) participated in the study. Fifteen clinics (32%) offered no support for CSII, while 21 (45%) reported offering both training to commence CSII and ongoing support. Based on the survey findings, access to CSII was unavailable for 2426 (11%) of those with T1DM. The majority (n = 15,831, 71% of 22,321 T1DM population) received diabetes care from clinics offering CSII training, but only 2165 were using CSII (10% of T1DM population). Uptake of CSII was higher in clinics offering training than in those offering follow-up care for CSII only (12% vs. 5%, p < 0.001). Clinics offering all CSII services had more specialists (p = 0.005 for endocrinologists and p < 0.001 for dietitians). Reasons for not offering CSII services included staff shortages and heavy workload. CONCLUSIONS This study highlights the low uptake of CSII in Ireland and demonstrates that, even when reimbursed, other barriers to uptake of CSII can limit its use.
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Affiliation(s)
- Katarzyna Anna Gajewska
- Division of Population Health Sciences, RCSI: University of Medicine and Health Sciences, Beaux Lane House, Mercer Street Lower, Dublin 2, Dublin, Ireland.
| | - Regien Biesma
- Global Health Unit, Department of Health Sciences, University Medical Centre, Groningen, The Netherlands
| | - Kathleen Bennett
- Division of Population Health Sciences, RCSI: University of Medicine and Health Sciences, Beaux Lane House, Mercer Street Lower, Dublin 2, Dublin, Ireland
| | - Seamus Sreenan
- 3U Diabetes, RCSI: University of Medicine and Health Sciences, Dublin, Ireland
- Department of Diabetes and Endocrinology, RCSI: University of Medicine and Health Sciences, Connolly Hospital, Dublin, Ireland
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5
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Gajewska KA, Bennett K, Biesma R, Sreenan S. Low uptake of continuous subcutaneous insulin infusion therapy in people with type 1 diabetes in Ireland: a retrospective cross-sectional study. BMC Endocr Disord 2020; 20:92. [PMID: 32576284 PMCID: PMC7310521 DOI: 10.1186/s12902-020-00573-w] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 06/11/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND The uptake of continuous subcutaneous insulin infusion (CSII) therapy in those with type 1 diabetes varies internationally and is mainly determined by the national healthcare reimbursement systems. The aim of this study is to estimate national and regional uptake of CSII therapy in children, adolescents and adults with type 1 diabetes in Ireland. METHODS A retrospective cross-sectional study was conducted utilizing the national pharmacy claims database in 2016. Individuals using CSII were identified by dispensing of infusion sets. The uptake of CSII was calculated as the percentage of people with type 1 diabetes claiming CSII sets in 2016, both in children and adolescent (age < 18 years) and adult populations (≥ 18 years). Descriptive statistics including percentages with 95% confidence intervals (CIs) are presented, stratified by age-groups and geographical regions, and chi-square tests used for comparisons. RESULTS Of 20,081 people with type 1 diabetes, 2111 (10.5, 95% CI: 10.1-10.9%) were using CSII in 2016. Uptake was five-fold higher in children and adolescents at 34.7% (95% CI: 32.9-36.5%) than in adults at 6.8% (95% CI: 6.4-7.2%). Significant geographical heterogeneity in CSII uptake was found, from 12.6 to 53.7% in children and adolescents (p < 0.001), and 2 to 9.6% in adults (p < 0.001). CONCLUSIONS Uptake of CSII in people with type 1 diabetes is low in Ireland, particularly in those ≥18 years. Identification of barriers to uptake, particularly in this group, is required.
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Affiliation(s)
- Katarzyna Anna Gajewska
- Division of Population Health Scineces, RCSI: University of Medicine and Health Sciences, Dublin, Ireland.
| | - Kathleen Bennett
- Division of Population Health Scineces, RCSI: University of Medicine and Health Sciences, Dublin, Ireland
| | - Regien Biesma
- Department of Health Sciences, Global Health, Univeristy Medical Centre Groningen, Groningen, the Netherlands
| | - Seamus Sreenan
- 3U Diabetes, RCSI: University of Medicine and Health Scineces, Dublin, Ireland
- Diabetes and Endocrinology. RCSI: University of Medicine and Health Sciences, Connolly Hospital, Dublin, Ireland
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6
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Kristensen K, Ögge LE, Sengpiel V, Kjölhede K, Dotevall A, Elfvin A, Knop FK, Wiberg N, Katsarou A, Shaat N, Kristensen L, Berntorp K. Continuous glucose monitoring in pregnant women with type 1 diabetes: an observational cohort study of 186 pregnancies. Diabetologia 2019; 62:1143-1153. [PMID: 30904938 PMCID: PMC6560021 DOI: 10.1007/s00125-019-4850-0] [Citation(s) in RCA: 118] [Impact Index Per Article: 23.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2018] [Accepted: 02/25/2019] [Indexed: 01/12/2023]
Abstract
AIMS/HYPOTHESIS The aim of this study was to analyse patterns of continuous glucose monitoring (CGM) data for associations with large for gestational age (LGA) infants and an adverse neonatal composite outcome (NCO) in pregnancies in women with type 1 diabetes. METHODS This was an observational cohort study of 186 pregnant women with type 1 diabetes in Sweden. The interstitial glucose readings from 92 real-time (rt) CGM and 94 intermittently viewed (i) CGM devices were used to calculate mean glucose, SD, CV%, time spent in target range (3.5-7.8 mmol/l), mean amplitude of glucose excursions and also high and low blood glucose indices (HBGI and LBGI, respectively). Electronic records provided information on maternal demographics and neonatal outcomes. Associations between CGM indices and neonatal outcomes were analysed by stepwise logistic regression analysis adjusted for confounders. RESULTS The number of infants born LGA was similar in rtCGM and iCGM users (52% vs 53%). In the combined group, elevated mean glucose levels in the second and the third trimester were significantly associated with LGA (OR 1.53, 95% CI 1.12, 2.08, and OR 1.57, 95% CI 1.12, 2.19, respectively). Furthermore, a high percentage of time in target in the second and the third trimester was associated with lower risk of LGA (OR 0.96, 95% CI 0.94, 0.99 and OR 0.97, 95% CI 0.95, 1.00, respectively). The same associations were found for mean glucose and for time in target and the risk of NCO in all trimesters. SD was significantly associated with LGA in the second trimester and with NCO in the third trimester. Glucose patterns did not differ between rtCGM and iCGM users except that rtCGM users had lower LBGI and spent less time below target. CONCLUSIONS/INTERPRETATION Higher mean glucose levels, higher SD and less time in target range were associated with increased risk of LGA and NCO. Despite the use of CGM throughout pregnancy, the day-to-day glucose control was not optimal and the incidence of LGA remained high.
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Affiliation(s)
- Karl Kristensen
- Department of Clinical Sciences Lund, Lund University, Sölvegatan 19, 221 84, Lund, Sweden.
- The Parker Institute, Copenhagen University Hospital, Copenhagen, Denmark.
- Department of Obstetrics and Gynecology, Skåne University Hospital, Malmö, Sweden.
| | - Linda E Ögge
- Department of Obstetrics and Gynecology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Verena Sengpiel
- Department of Obstetrics and Gynecology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Karin Kjölhede
- Department of Obstetrics and Gynecology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Annika Dotevall
- Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Medicine, Östra/Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Anders Elfvin
- Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Pediatrics, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Filip K Knop
- Clinical Metabolic Physiology, Steno Diabetes Center Copenhagen, Gentofte Hospital, Hellerup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Nana Wiberg
- Department of Clinical Sciences Lund, Lund University, Sölvegatan 19, 221 84, Lund, Sweden
- Department of Obstetrics and Gynecology, Skåne University Hospital, Malmö, Sweden
| | - Anastasia Katsarou
- Department of Endocrinology, Skåne University Hospital, Malmö, Sweden
- Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Nael Shaat
- Department of Endocrinology, Skåne University Hospital, Malmö, Sweden
- Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Lars Kristensen
- The Parker Institute, Copenhagen University Hospital, Copenhagen, Denmark
| | - Kerstin Berntorp
- Department of Endocrinology, Skåne University Hospital, Malmö, Sweden
- Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
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Feig DS, Corcoy R, Donovan LE, Murphy KE, Barrett JF, Sanchez JJ, Wysocki T, Ruedy K, Kollman C, Tomlinson G, Murphy HR, Murphy H, Grisoni J, Byrne C, Neoh S, Davenport K, Donovan L, Gougeon C, Oldford C, Young C, Amiel S, Hunt K, Green L, Rogers H, Rossi B, Feig D, Cleave B, Strom M, Corcoy R, de Leiva A, María Adelantado J, Isabel Chico A, Tundidor D, Keely E, Malcolm J, Henry K, Morris D, Rayman G, Fowler D, Mitchell S, Rosier J, Temple R, Turner J, Canciani G, Hewapathirana N, Piper L, McManus R, Kudirka A, Watson M, Bonomo M, Pintaudi B, Bertuzzi F, Daniela Corica G, Mion E, Lowe J, Halperin I, Rogowsky A, Adib S, Lindsay R, Carty D, Crawford I, Mackenzie F, McSorley T, Booth J, McInnes N, Smith A, Stanton I, Tazzeo T, Weisnagel J, Mansell P, Jones N, Babington G, Spick D, MacDougall M, Chilton S, Cutts T, Perkins M, Scott E, Endersby D, Dover A, Dougherty F, Johnston S, Heller S, Novodorsky P, Hudson S, Nisbet C, Ransom T, Coolen J, Baxendale D, Holt R, Forbes J, Martin N, Walbridge F, Dunne F, Conway S, Egan A, Kirwin C, Maresh M, Kearney G, Morris J, Quinn S, Bilous R, Mukhtar R, Godbout A, Daigle S, Lubina Solomon A, Jackson M, Paul E, Taylor J, Houlden R, Breen A, Banerjee A, Brackenridge A, Briley A, Reid A, Singh C, Newstead-Angel J, Baxter J, Philip S, Chlost M, Murray L, Castorino K, Jovanovic L, Frase D, Lou O, Pragnell M. Pumps or Multiple Daily Injections in Pregnancy Involving Type 1 Diabetes: A Prespecified Analysis of the CONCEPTT Randomized Trial. Diabetes Care 2018; 41:2471-2479. [PMID: 30327362 DOI: 10.2337/dc18-1437] [Citation(s) in RCA: 76] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Accepted: 09/18/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To compare glycemic control, quality of life, and pregnancy outcomes of women using insulin pumps and multiple daily injection therapy (MDI) during the Continuous Glucose Monitoring in Women With Type 1 Diabetes in Pregnancy Trial (CONCEPTT). RESEARCH DESIGN AND METHODS This was a prespecified analysis of CONCEPTT involving 248 pregnant women from 31 centers. Randomization was stratified for pump versus MDI and HbA1c. The primary outcome was change in HbA1c from randomization to 34 weeks' gestation. Key secondary outcomes were continuous glucose monitoring (CGM) measures, maternal-infant health, and patient-reported outcomes. RESULTS At baseline, pump users were more often in stable relationships (P = 0.003), more likely to take preconception vitamins (P = 0.03), and less likely to smoke (P = 0.02). Pump and MDI users had comparable first-trimester glycemia: HbA1c 6.84 ± 0.71 vs. 6.95 ± 0.58% (51 ± 7.8 vs. 52 ± 6.3 mmol/mol) (P = 0.31) and CGM time in target (51 ± 14 vs. 50 ± 13%) (P = 0.40). At 34 weeks, MDI users had a greater decrease in HbA1c (-0.55 ± 0.59 vs. -0.32 ± 0.65%, P = 0.001). At 24 and 34 weeks, MDI users were more likely to achieve target HbA1c (P = 0.009 and P = 0.001, respectively). Pump users had more hypertensive disorders (P = 0.011), mainly driven by increased gestational hypertension (14.4 vs. 5.2%; P = 0.025), and more neonatal hypoglycemia (31.8 vs. 19.1%, P = 0.05) and neonatal intensive care unit (NICU) admissions >24 h (44.5 vs. 29.6%; P = 0.02). Pump users had a larger reduction in hypoglycemia-related anxiety (P = 0.05) but greater decline in health/well-being (P = 0.02). CONCLUSIONS In CONCEPTT, MDI users were more likely to have better glycemic outcomes and less likely to have gestational hypertension, neonatal hypoglycemia, and NICU admissions than pump users. These data suggest that implementation of insulin pump therapy is potentially suboptimal during pregnancy.
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Affiliation(s)
- Denice S. Feig
- Mount Sinai Hospital, Sinai Health System, Toronto, Ontario, Canada
- Lunenfeld-Tanenbaum Research Institute, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Rosa Corcoy
- Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- CIBER-BBN, Zaragoza, Spain
| | | | - Kellie E. Murphy
- Mount Sinai Hospital, Sinai Health System, Toronto, Ontario, Canada
- Lunenfeld-Tanenbaum Research Institute, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | | | | | - Tim Wysocki
- Nemours Children’s Health System, Jacksonville, FL
| | | | | | - George Tomlinson
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- University Health Network, Toronto, Ontario, Canada
| | - Helen R. Murphy
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, U.K
- Department of Women and Children’s Health, King’s College London, London, U.K
- Department of Medicine, University of East Anglia, Norwich, U.K
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Jendle J, Smith-Palmer J, Delbaere A, de Portu S, Papo N, Valentine W, Roze S. Cost-Effectiveness Analysis of Sensor-Augmented Insulin Pump Therapy with Automated Insulin Suspension Versus Standard Insulin Pump Therapy in Patients with Type 1 Diabetes in Sweden. Diabetes Ther 2017; 8:1015-1030. [PMID: 28871565 PMCID: PMC5630551 DOI: 10.1007/s13300-017-0294-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Indexed: 01/22/2023] Open
Abstract
INTRODUCTION In Sweden an estimated 10,000 people with type 1 diabetes use continuous subcutaneous insulin infusion (CSII). Sensor-augmented pump therapy (SAP) is associated with higher acquisition costs but provides additional clinical benefits (e.g. reduced rate of hypoglycemic events) over and above that of CSII alone. The aim of the analysis was to assess the cost-effectiveness of SAP with automated insulin suspension relative to CSII alone in two different groups of patients with type 1 diabetes in Sweden. METHODS Cost-effectiveness analyses were performed using the QuintilesIMS CORE Diabetes Model, with clinical and economic input data derived from published literature. Separate analyses were performed for patients at increased risk of hypoglycemia and for patients with uncontrolled glycated hemoglobin (HbA1c) at baseline. Analyses were performed from a societal perspective over a lifetime time horizon. Future costs and clinical outcomes were discounted at 3% per annum. RESULTS SAP with automated insulin suspension was associated with an incremental gain in quality-adjusted life expectancy versus the CSII of 1.88 quality-adjusted life years (QALYs) in patients at high risk of hypoglycemia and of 1.07 QALYs in patients with uncontrolled HbA1c at baseline. Higher lifetime costs for SAP with automated insulin suspension resulted in projected incremental cost-effectiveness ratios for the SAP with automated insulin suspension versus CSII of Swedish Krona (SEK) 139,795 [euros (EUR) 14,648] per QALY gained for patients at increased risk for hypoglycemia and SEK 251,896 (EUR 26,395) per QALY gained for patients with uncontrolled HbA1c. In both groups, SAP with automated insulin suspension also reduced the incidence of diabetes-related complications relative to CSII. CONCLUSIONS In Sweden, SAP with automated insulin suspension likely represents a cost-effective treatment option relative to CSII for the management of patients with type 1 diabetes with a history of severe hypoglycemic events or patients who struggle to achieve good glycemic control despite the use of CSII. FUNDING Medtronic International Trading Sàrl.
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Affiliation(s)
| | | | - Alexis Delbaere
- Medtronic International Trading Sarl, Tolochenaz, Switzerland
| | - Simona de Portu
- Medtronic International Trading Sarl, Tolochenaz, Switzerland
| | - Natalie Papo
- Medtronic International Trading Sarl, Tolochenaz, Switzerland
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Roze S, Saunders R, Brandt AS, de Portu S, Papo NL, Jendle J. Health-economic analysis of real-time continuous glucose monitoring in people with Type 1 diabetes. Diabet Med 2015; 32:618-26. [PMID: 25483869 DOI: 10.1111/dme.12661] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/02/2014] [Indexed: 12/22/2022]
Abstract
AIM To evaluate the clinical benefits and cost-effectiveness of the sensor-augmented pump compared with self-monitoring of plasma glucose plus continuous subcutaneous insulin infusion in people with Type 1 diabetes. METHODS The CORE Diabetes Model was used to simulate disease progression in a cohort of people with baseline characteristics taken from a published meta-analysis. Direct and indirect costs for 2010-2011 were calculated from a societal payer perspective, with cost-effectiveness calculated over the patient's lifetime. Discount rates of 3% per annum were applied to the costs and the clinical outcomes. RESULTS Use of the sensor-augmented pump was associated with an increase in mean discounted, quality-adjusted life expectancy of 0.76 quality-adjusted life years compared with continuous subcutaneous insulin infusion (13.05 ± 0.12 quality-adjusted life years vs 12.29 ± 0.12 quality-adjusted life years, respectively). Undiscounted life expectancy increased by 1.03 years for the sensor-augmented pump compared with continuous subcutaneous insulin infusion. In addition, the onset of complications was delayed (by a mean of 1.15 years) with use of the sensor-augmented pump. This analysis resulted in an incremental cost-effectiveness ratio of 367,571 SEK per quality-adjusted life year gained with the sensor-augmented pump. The additional treatment costs related to the use of the sensor-augmented pump were partially offset by the savings attributable to the reduction in diabetes-related complications and the lower frequency of self-monitoring of plasma glucose. CONCLUSIONS Analysis using the CORE Diabetes Model showed that improvements in glycaemic control associated with sensor-augmented pump use led to a reduced incidence of diabetes-related complications and a longer life expectancy. Use of the sensor-augmented pump was associated with an incremental cost-effectiveness ratio of 367,571 SEK per quality-adjusted life year gained, which is likely to represent good value for money in the treatment of Type 1 diabetes in Sweden.
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Clements M, Matuleviciene V, Attvall S, Ekelund M, Pivodic A, Dahlqvist S, Fahlén M, Haraldsson B, Lind M. Predicting the effectiveness of insulin pump therapy on glycemic control in clinical practice: a retrospective study of patients with type 1 diabetes from 10 outpatient diabetes clinics in Sweden over 5 years. Diabetes Technol Ther 2015; 17:21-8. [PMID: 25470010 DOI: 10.1089/dia.2014.0139] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
BACKGROUND Multicenter long-term studies of predictors for the effectiveness of continuous subcutaneous insulin infusion (CSII) in clinical practice are lacking. We hypothesized that there are substantially greater reductions in hemoglobin A1c (HbA1c) in patients with poor glycemic control and that other predictors may also exist. SUBJECTS AND METHODS We used data from 10 outpatient diabetic clinics in Sweden and studied CSII treatment over 5 years. Patients with HbA1c values available ≤ 6 months before starting CSII and at 5 years were included (n = 272, 82% of CSII patients) along with 2,437 contemporaneous controls on multiple daily insulin injections (MDI). Baseline variables evaluated were age, sex, diabetes duration, insulin dose, body mass index (BMI), HbA1c at baseline, and outpatient clinical care unit. RESULTS At 5 years, significantly greater reductions in HbA1c by CSII compared with MDI were found for patients with higher baseline HbA1c (P = 0.032) and lower baseline BMI (P = 0.013). For baseline HbA1c levels of 7.0%, 8.0%, and 9.0% and a BMI of 25 kg/m(2), the reduction in HbA1c level by CSII was 0.08% (difference not significant), 0.16% (95% confidence interval, 0.03-0.29%), and 0.25% (95% confidence interval, 0.11-0.39%), respectively. Corresponding analyses for the change in HbA1c level from start to 1 and 2 years revealed a significant interaction of insulin pump therapy only with baseline HbA1c levels (P < 0.001 and P = 0.030, respectively). The interaction term between outpatient clinical care unit and CSII treatment was statistically significant for some care units, with some care units demonstrating a benefit from CSII and others demonstrating a detriment. CONCLUSIONS Patients with high HbA1c levels have a greater probability of improved HbA1c after initiating pump therapy, but effects remain relatively modest even for patients with poor control. Factors predicting successful insulin pump use need further study.
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Affiliation(s)
- Mark Clements
- 1 Children's Mercy Hospital and University of Missouri-Kansas City , Kansas City, Missouri
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Kallas-Koeman MM, Kong JM, Klinke JA, Butalia S, Lodha AK, Lim KI, Duan QM, Donovan LE. Insulin pump use in pregnancy is associated with lower HbA1c without increasing the rate of severe hypoglycaemia or diabetic ketoacidosis in women with type 1 diabetes. Diabetologia 2014; 57:681-9. [PMID: 24434960 DOI: 10.1007/s00125-014-3163-6] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2013] [Accepted: 12/23/2013] [Indexed: 10/25/2022]
Abstract
AIMS/HYPOTHESIS The aim of this study was to compare glycaemic control and maternal-fetal outcomes in women with type 1 diabetes managed on insulin pumps compared with multiple daily injections of insulin (MDI). METHODS In a retrospective study, glycaemic control and outcomes of 387 consecutive pregnancies in women with type 1 diabetes who attended specialised clinics at three centres 2006-2010 were assessed. RESULTS Women using insulin pumps (129/387) were older and had a longer duration of diabetes, more retinopathy, smoked less in pregnancy, and had more preconception care (p < 0.01 for each). Among 113 pregnancies >20 weeks' gestation in women on insulin pumps and 218 in women on MDI, there was a significant difference in HbA1c in the first trimester (mean HbA1c 6.90 ± 0.71% (52 ± 7.8 mmol/mol) vs 7.60 ± 1.38% (60 ± 15.1 mmol/mol), p < 0.001), which persisted until the third trimester (mean HbA1c 6.49 ± 0.52% (47 ± 5.7 mmol/mol) vs 6.81 ± 0.85% (51 ± 9.3 mmol/mol), p = 0.002). Rates of diabetic ketoacidosis were similar in women on insulin pumps vs MDI (1.8% vs 3.0%, p = 0.72). Despite lower HbA1c, women on insulin pumps did not have an increased incidence of severe hypoglycaemia (8.0% vs 7.6%, p = 0.90) or more weight gain (16.3 ± 8.7 vs 15.2 ± 6.2 kg, p = 0.18). More large-for-gestational-age infants in the pump group (55.0% vs 39.2%, p = 0.007) may have resulted from confounding by parity. CONCLUSIONS/INTERPRETATION In this large multicentre study, women using insulin pumps in pregnancy had lower HbA1c without increased risk of severe hypoglycaemia or diabetic ketoacidosis but no improvement in other pregnancy outcomes. This information can help inform care providers and patients about the glycaemic effectiveness and safety of insulin pumps in pregnancy.
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Affiliation(s)
- Melissa M Kallas-Koeman
- Department of Medicine, Division of Endocrinology and Metabolism, University of British Columbia, Vancouver, BC, Canada
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Carlsson BM, Attvall S, Clements M, Gumpeny SR, Pivodic A, Sternemalm L, Lind M. Insulin pump-long-term effects on glycemic control: an observational study at 10 diabetes clinics in Sweden. Diabetes Technol Ther 2013; 15:302-7. [PMID: 23537418 DOI: 10.1089/dia.2012.0286] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
AIM This study examined long-term effects of continuous subcutaneous insulin infusion (CSII) in clinical practice on glycemic control in patients with type 1 diabetes. SUBJECTS AND METHODS We evaluated all type 1 diabetes patients at 10 diabetes outpatient clinics in Sweden who had been treated with CSII for at least 5.5 years and had valid glycated hemoglobin (HbA1c) data before starting pump use and at 5 years ± 6 months. Controls treated with multiple daily insulin injections (MDI) over a time-matched period were also evaluated. RESULTS There were 331 patients treated with CSII at least 5.5 years at the 10 clinics. Of these, 272 (82%) fulfilled the inclusion criteria. Patients treated with CSII were younger than those treated with MDI (mean age, 38.6 vs. 45.6 years; P<0.001), more were women (56% vs. 43%; P<0.001), and diabetes duration was shorter (mean, 15.1 years vs. 20.1 years; P<0.001). After adjusting for variables differing at baseline and influencing the change in HbA1c over the study period, the reduction in HbA1c remained statistically significant at 5 years and was estimated to be 0.20% (95% confidence interval [CI] 0.07-0.32) (2.17 mmol/mol [95% CI 0.81-3.53]) (P=0.002). The corresponding adjusted reduction at years 1 and 2 was 0.42% (95% CI 0.31-0.53) (4.59 mmol/mol [95% CI 3.41-5.77]) (P<0.001) and 0.43% (95% CI 0.31-0.55) (4.71 mmol/mol [95% CI 3.38-6.04]) (P<0.001), respectively. The effect of insulin pump use versus controls on HbA1c decreased significantly with time (P<0.001). CONCLUSIONS Use of CSII in clinical practice in Sweden is associated with an approximately 0.2% (2 mmol/mol) reduction in HbA1c after 5 years.
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