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Fuhri Snethlage CM, McDonald TJ, Oram RD, de Groen P, Rampanelli E, Schimmel AWM, Holleman F, Siegelaar S, Hoekstra J, Brouwer CB, Knop FK, Verchere CB, van Raalte DH, Roep BO, Nieuwdorp M, Hanssen NMJ. Residual β-Cell Function Is Associated With Longer Time in Range in Individuals With Type 1 Diabetes. Diabetes Care 2024; 47:1114-1121. [PMID: 37535870 DOI: 10.2337/dc23-0776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Accepted: 07/13/2023] [Indexed: 08/05/2023]
Abstract
OBJECTIVE Little is known about the influence of residual islet function on glycemic control in type 1 diabetes (T1D). We investigated the associations between residual β-cell function and metrics of continuous glucose monitoring (CGM) in individuals with T1D. RESEARCH DESIGN AND METHODS In this cross-sectional cohort comprising 489 individuals (64% female, age 41.0 ± 14.0 years), T1D duration was 15.0 (interquartile range [IQR] 6.0-29.0) years. Individuals had a time in range (TIR) of 66% (IQR 52-80%) and a urinary C-peptide-to-creatinine ratio (UCPCR) of 0.01 (IQR 0.00-0.41) nmol/mmol. To assess β-cell function, we measured UCPCR (detectable >0.01 nmol/mmol), and to assess α-cell function, fasting plasma glucagon/glucose ratios were measured. CGM was used to record TIR (3.9-10 mmol/L), time below range (TBR) (<3.9 mmol/L), time above range (TAR) (>10 mmol/L), and glucose coefficient of variance (CV). For CGM, 74.7% used FreeStyle Libre 2, 13.8% Medtronic Guardian, and 11.5% Dexcom G6 as their device. RESULTS The percentage of patients with T1D who had a detectable UCPCR was 49.4%. A higher UCPCR correlated with higher TIR (r = 0.330, P < 0.05), lower TBR (r = -0.237, P < 0.05), lower TAR (r = -0.302, P < 0.05), and lower glucose CV (r = -0.356, P < 0.05). A higher UCPCR correlated negatively with HbA1c levels (r = -0.183, P < 0.05) and total daily insulin dose (r = -0.183, P < 0.05). Glucagon/glucose ratios correlated with longer TIR (r = 0.234, P < 0.05). CONCLUSIONS Significantly longer TIR, shorter TBR and TAR, and lower CV were observed in individuals with greater UCPCR-assessed β-cell function. Therefore, better CGM-derived metrics in individuals with preserved β-cell function may be a contributor to a lower risk of developing long-term complications.
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Affiliation(s)
- Coco M Fuhri Snethlage
- Department of Endocrinology and Metabolism, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Timothy J McDonald
- Peninsula College of Medicine and Dentistry, Peninsula National Institute for Health and Care Research Clinical Research Facility, Exeter, Devon, U.K
| | - Richard D Oram
- Peninsula College of Medicine and Dentistry, Peninsula National Institute for Health and Care Research Clinical Research Facility, Exeter, Devon, U.K
| | - Pleun de Groen
- Department of Endocrinology and Metabolism, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Elena Rampanelli
- Department of Endocrinology and Metabolism, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Alinda W M Schimmel
- Department of Endocrinology and Metabolism, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Frits Holleman
- Department of Endocrinology and Metabolism, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Sarah Siegelaar
- Department of Endocrinology and Metabolism, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Joost Hoekstra
- Department of Endocrinology and Metabolism, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | | | - Filip K Knop
- Center for Clinical Metabolic Research, Gentofte Hospital, University of Copenhagen, Hellerup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Steno Diabetes Center Copenhagen, Herlev, Denmark
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - C Bruce Verchere
- BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
| | - Daniël H van Raalte
- Department of Endocrinology and Metabolism, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands
| | - Bart O Roep
- Internal Medicine, Leids Universitair Medisch Centrum, Leiden, the Netherlands
| | - Max Nieuwdorp
- Department of Endocrinology and Metabolism, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Nordin M J Hanssen
- Department of Endocrinology and Metabolism, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
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Aanstoot HJ, Varkevisser RDM, Mul D, Dekker P, Birnie E, Boesten LSM, Brugts MP, van Dijk PR, Duijvestijn PHLM, Dutta S, Fransman C, Gonera RK, Hoogenberg K, Kooy A, Latres E, Loves S, Nefs G, Sas T, Vollenbrock CE, Vosjan-Noeverman MJ, de Vries-Velraeds MMC, Veeze HJ, Wolffenbuttel BHR, van der Klauw MM. Cohort profile: the 'Biomarkers of heterogeneity in type 1 diabetes' study-a national prospective cohort study of clinical and metabolic phenotyping of individuals with long-standing type 1 diabetes in the Netherlands. BMJ Open 2024; 14:e082453. [PMID: 38904129 PMCID: PMC11191834 DOI: 10.1136/bmjopen-2023-082453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 04/30/2024] [Indexed: 06/22/2024] Open
Abstract
PURPOSE The 'Biomarkers of heterogeneity in type 1 diabetes' study cohort was set up to identify genetic, physiological and psychosocial factors explaining the observed heterogeneity in disease progression and the development of complications in people with long-standing type 1 diabetes (T1D). PARTICIPANTS Data and samples were collected in two subsets. A prospective cohort of 611 participants aged ≥16 years with ≥5 years T1D duration from four Dutch Diabetes clinics between 2016 and 2021 (median age 32 years; median diabetes duration 12 years; 59% female; mean glycated haemoglobin (HbA1c) 61 mmol/mol (7.7%); 61% on insulin pump; 23% on continuous glucose monitoring (CGM)). Physical assessments were performed, blood and urine samples were collected, and participants completed questionnaires. A subgroup of participants underwent mixed-meal tolerance tests (MMTTs) at baseline (n=169) and at 1-year follow-up (n=104). Genetic data and linkage to medical and administrative records were also available. A second cross-sectional cohort included participants with ≥35 years of T1D duration (currently n=160; median age 64 years; median diabetes duration 45 years; 45% female; mean HbA1c 58 mmol/mol (7.4%); 51% on insulin pump; 83% on CGM), recruited from five centres and measurements, samples and 5-year retrospective data were collected. FINDINGS TO DATE Stimulated residual C-peptide was detectable in an additional 10% of individuals compared with fasting residual C-peptide secretion. MMTT measurements at 90 min and 120 min showed good concordance with the MMTT total area under the curve. An overall decrease of C-peptide at 1-year follow-up was observed. Fasting residual C-peptide secretion is associated with a decreased risk of impaired awareness of hypoglycaemia. FUTURE PLANS Research groups are invited to consider the use of these data and the sample collection. Future work will include additional hormones, beta-cell-directed autoimmunity, specific immune markers, microRNAs, metabolomics and gene expression data, combined with glucometrics, anthropometric and clinical data, and additional markers of residual beta-cell function. TRIAL REGISTRATION NUMBER NCT04977635.
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Affiliation(s)
- Henk-Jan Aanstoot
- Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
| | | | - Dick Mul
- Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
| | - Pim Dekker
- Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
| | - Erwin Birnie
- Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
- Department of Genetics, UMCG, Groningen, Groningen, The Netherlands
| | - Lianne S M Boesten
- Department of Clinical Chemistry, IJsselland Ziekenhuis, Capelle aan den IJssel, The Netherlands
| | - Michael P Brugts
- Department of Internal Medicine, Ikazia Hospital, Rotterdam, The Netherlands
| | | | | | | | - Christine Fransman
- Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
| | - Rob K Gonera
- Department of Internal Medicine, Wilhelmina Hospital, Assen, The Netherlands
| | - Klaas Hoogenberg
- Department of Internal Medicine, Martini Ziekenhuis, Groningen, The Netherlands
| | - Adriaan Kooy
- Bethesda Diabetes Research Center & Treant, Treant Care Group, Hoogeveen, Drenthe, The Netherlands
- Department of Internal Medicine, UMCG, Groningen, Groningen, Netherlands
| | | | - Sandra Loves
- Department of Internal Medicine, Treant Care Group, Hoogeveen, Drenthe, Netherlands
| | - Giesje Nefs
- Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
- Department of Medical Psychology, Radboudumc, Nijmegen, The Netherlands
- Department of Medical and Clinical Psychology, Center of Research on Psychological disordersand Somatic diseases (CoRPS), Tilburg, Netherlands
| | - Theo Sas
- Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
- Department of Paediatrics, Division of Paediatric Endocrinology, Erasmus MC, Rotterdam, The Netherlands
| | | | | | | | - Henk J Veeze
- Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
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Annicchiarico A, Barile B, Buccoliero C, Nicchia GP, Brunetti G. Alternative therapeutic strategies in diabetes management. World J Diabetes 2024; 15:1142-1161. [DOI: 10.4239/wjd.v15.i6.1142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 02/17/2024] [Accepted: 04/12/2024] [Indexed: 06/11/2024] Open
Abstract
Diabetes is a heterogeneous metabolic disease characterized by elevated blood glucose levels resulting from the destruction or malfunction of pancreatic β cells, insulin resistance in peripheral tissues, or both, and results in a non-sufficient production of insulin. To adjust blood glucose levels, diabetic patients need exogenous insulin administration together with medical nutrition therapy and physical activity. With the aim of improving insulin availability in diabetic patients as well as ameliorating diabetes comorbidities, different strategies have been investigated. The first approaches included enhancing endogenous β cell activity or transplanting new islets. The protocol for this kind of intervention has recently been optimized, leading to standardized procedures. It is indicated for diabetic patients with severe hypoglycemia, complicated by impaired hypoglycemia awareness or exacerbated glycemic lability. Transplantation has been associated with improvement in all comorbidities associated with diabetes, quality of life, and survival. However, different trials are ongoing to further improve the beneficial effects of transplantation. Furthermore, to overcome some limitations associated with the availability of islets/pancreas, alternative therapeutic strategies are under evaluation, such as the use of mesenchymal stem cells (MSCs) or induced pluripotent stem cells for transplantation. The cotransplantation of MSCs with islets has been successful, thus providing protection against proinflammatory cytokines and hypoxia through different mechanisms, including exosome release. The use of induced pluripotent stem cells is recent and requires further investigation. The advantages of MSC implantation have also included the improvement of diabetes-related comorbidities, such as wound healing. Despite the number of advantages of the direct injection of MSCs, new strategies involving biomaterials and scaffolds have been developed to improve the efficacy of mesenchymal cell delivery with promising results. In conclusion, this paper offered an overview of new alternative strategies for diabetes management while highlighting some limitations that will need to be overcome by future approaches.
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Affiliation(s)
- Alessia Annicchiarico
- Department of Biosciences, Biotechnologies and Environment, University of Bari Aldo Moro, Bari 70125, Italy
| | - Barbara Barile
- Department of Biosciences, Biotechnologies and Environment, University of Bari Aldo Moro, Bari 70125, Italy
| | - Cinzia Buccoliero
- Department of Biosciences, Biotechnologies and Environment, University of Bari Aldo Moro, Bari 70125, Italy
| | - Grazia Paola Nicchia
- Department of Biosciences, Biotechnologies and Environment, University of Bari Aldo Moro, Bari 70125, Italy
| | - Giacomina Brunetti
- Department of Biosciences, Biotechnologies and Environment, University of Bari Aldo Moro, Bari 70125, Italy
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de Wit M, van Luik S, Marrero D, Barnard-Kelly K, Snoek FJ. Person-reported outcomes in registered randomised diabetes trials: A mapping review of constructs. Diabet Med 2024:e15385. [PMID: 38874332 DOI: 10.1111/dme.15385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 05/16/2024] [Accepted: 05/31/2024] [Indexed: 06/15/2024]
Abstract
AIM Recently, efforts have been made to use and report person-reported outcomes (PROs) in randomised clinical trials (RCTs). Here, we aim to (1) assess the status of inclusion of PROs in registered RCTs over 5 years in people with type 1 or 2 diabetes, and (2) map the PRO measures (PROMs) onto predefined domains. METHODS The largest trial registries (Clinicatrials.gov, International Clinical Trial Platform and ISRCTN) were systematically searched for RCTs in people with type 1 and/or type 2 diabetes of all ages between 2018 and 2023. Coding of PROs comprised: (1) PRO measure(s) included yes or no; if yes: (2) PRO(s) as primary outcome yes or no; and (3) mapping PROMs onto predefined PRO domains and per type of intervention. RESULTS N = 1543 trials met our inclusion criteria, of which n = 673 (44%) included PROs, assessed by 545 different measures. Twenty per cent of drug trials (n = 112) and 71% of behavioural interventions (n = 405) included PROs. In 149 trials (9.6%), a PRO was the primary outcome. The psychological functioning domain was most often assessed across all trials (21.6%), specifically in behavioural (44.8%) and medical device interventions (29.7%). In drug trials, the physical functioning and functional health domain was most included (9%). Across all trials, the social and family functioning domain was least assessed (3%). CONCLUSIONS We noticed an increase in the inclusion of PROs in diabetes RCTs. However, PROs are rarely included as primary outcomes in the majority of studies, particularly in drug trials. The heterogeneity of PROMs used in RCTs underscores the need for standardisation of PROs.
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Affiliation(s)
- Maartje de Wit
- Amsterdam UMC, Location Vrije Universiteit Amsterdam, Medical Psychology, Amsterdam, The Netherlands
- Amsterdam Public Health, Mental Health, Amsterdam, The Netherlands
| | - Selina van Luik
- Amsterdam UMC, Location Vrije Universiteit Amsterdam, Medical Psychology, Amsterdam, The Netherlands
- Amsterdam Public Health, Mental Health, Amsterdam, The Netherlands
| | - David Marrero
- Indiana University School of Public Health, Bloomington, Indiana, USA
| | | | - Frank J Snoek
- Amsterdam UMC, Location Vrije Universiteit Amsterdam, Medical Psychology, Amsterdam, The Netherlands
- Amsterdam Public Health, Mental Health, Amsterdam, The Netherlands
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Yu J, Wang H, Zhu M, Xu J. MDI versus CSII in Chinese adults with type 1 diabetes in a real-world situation: based on propensity score matching method. Health Qual Life Outcomes 2024; 22:47. [PMID: 38872219 PMCID: PMC11170850 DOI: 10.1186/s12955-024-02263-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 05/31/2024] [Indexed: 06/15/2024] Open
Abstract
BACKGROUND Compared with multiple daily insulin injections (MDI), continuous subcutaneous insulin infusion (CSII) is significantly more expensive and has not been widely used in Chinese type 1 diabetes mellitus (T1DM) patients. So there are still significant knowledge gaps regarding clinical and patient-reported outcomes in China. AIMS This study aims to compare the glycated hemoglobin (HbA1C), insulin therapy related quality of life (ITR-QOL), fear of hypoglycemia (FOH) of adult T1DM patients treated with MDI and CSII based on propensity score matching in real-world conditions in China. METHODS Four hundred twenty adult T1DM patients who were treated with MDI or CSII continuously for more than 12 months in a national metabolic center from June 2021 to June 2023 were selected as the study subjects. Their QOL and FOH were evaluated with Insulin Therapy Related Quality of Life Measure Questionnaire-Chinese version (ITR-QOL-CV) and the Chinese Version Hypoglycemia Fear Survey-Worry Scale (CHFSII-WS), and their HbA1C were collected at the same time. Potential confounding variables between the two groups were matched using propensity score matching. RESULTS Of the 420 patients included in the study, 315 were in MDI group and 105 were in CSII group. 102 pairs were successfully matched. After matching, the total score of ITR-QOL-CV scale in CSII group was significantly higher than that in MDI group (87.08 ± 13.53 vs. 80.66 ± 19.25, P = 0.006). Among them, the dimensions of daily life, social life, and psychological state were all statistically different (P < 0.05). The scores of CHFSII-WS (8.33 ± 3.49 vs. 11.77 ± 5.27, P = 0.003) and HbA1C (7.19 ± 1.33% vs. 7.71 ± 1.93%, P = 0.045) in CSII group were lower than those in MDI group. CONCLUSIONS 25.0% of T1DM adults are treated with CSII. Compared with adult T1DM patients treated with MDI, those treated with CSII have higher ITR-QOL, less FoH, and better control of HbA1C in real-world conditions in China. Therefore, regardless of economic factors, CSII is recommended for adult T1DM patients to optimize the therapeutic effect and outcomes.
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Affiliation(s)
- Jian Yu
- Department of Endocrinology, the First Affiliated Hospital with Nanjing Medical University(Jiangsu Province Hospital), 300 Guangzhou Road, Nanjing, LA, 210029, China
| | - Hong Wang
- Department of Endocrinology, the First Affiliated Hospital with Nanjing Medical University(Jiangsu Province Hospital), 300 Guangzhou Road, Nanjing, LA, 210029, China
| | - Min Zhu
- Department of Endocrinology, the First Affiliated Hospital with Nanjing Medical University(Jiangsu Province Hospital), 300 Guangzhou Road, Nanjing, LA, 210029, China.
| | - Jingjing Xu
- Department of Endocrinology, the First Affiliated Hospital with Nanjing Medical University(Jiangsu Province Hospital), 300 Guangzhou Road, Nanjing, LA, 210029, China
- Department of Nursing, the First Affiliated Hospital with Nanjing Medical University(Jiangsu Province Hospital), Nanjing, China
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Christofides EA, Stankiewicz A, Denham D, Bellido D, Franek E, Nakhle S, Łukaszewicz M, Reed J, Cózar-León V, Kosch C, Karaś P, Fitz-Patrick D, Handelsman Y, Warren M, Hollander P, Huffman D, Raskin P, Oroszlán T, Lillestol M, Ovalle F. Immunogenicity, Efficacy, and Safety of Biosimilar Insulin Glargine (Gan & Lee Glargine) Compared with Originator Insulin Glargine (Lantus®) in Patients with Type 1 Diabetes after 26 Weeks Treatment. Endocr Pract 2024:S1530-891X(24)00553-6. [PMID: 38876181 DOI: 10.1016/j.eprac.2024.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Revised: 05/14/2024] [Accepted: 06/03/2024] [Indexed: 06/16/2024]
Abstract
OBJECTIVES To compare the immunogenicity, safety, and efficacy of GL Glargine with that of the reference product (Lantus®) in patients with type 1 diabetes mellitus (T1DM). METHODS This was a Phase 3, multicenter, randomized, open-label, equivalence study. 576 subjects with T1DM were randomized 1:1 to receive either GL Glargine or Lantus® treatment for 26 weeks. The primary endpoint was the percentage of subjects in each treatment group who developed treatment-induced anti-insulin antibody (AIA) after baseline and up to visit Week 26, which was evaluated using a country-adjusted logistic regression model. The study also compared the changes in glycated hemoglobin (HbA1c), and adverse events (AEs) including hypoglycemia. RESULTS The percentage of subjects positive for treatment-induced AIA by Week 26 was 25.8% in the GL Glargine treatment group and 25.3% in the Lantus® treatment group, with a 90% confidence interval [CI] (-5.4, 6.5) of the difference in proportions that fell completely between the similarity margins (-11.3, 11.3). The least squares (LS) mean difference between treatment groups for changes in HbA1c was -0.08 (90% CI: -0.23, 0.06), and the other immunogenicity and safety profiles were comparable. CONCLUSION GL Glargine demonstrated similar immunogenicity, efficacy, and safety compared to Lantus® over 26 weeks in patients with T1DM.
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Affiliation(s)
| | - Andrzej Stankiewicz
- NZOZ Medyczne Centrum Diabetologiczno-Endokrynologiczno-Metaboliczne "Diab-Endo-Met", ulica Rusznikarska 17, Kraków, Poland
| | - Douglas Denham
- Clinical Trials of Texas, 5430 Fredericksburg Road, San Antonio, United States
| | - Diego Bellido
- Complejo Hospitalario Universitario de Ferrol, Servicio Endocrinología y Nutricion, Ferrol, Spain
| | - Edward Franek
- Centralny Szpital Kliniczny Ministerstwa Spraw Wewnętrznych i Administracji w Warszawie, Centrum Diabetologiczne, Klinika Endokrynologii i Diabetologii, Warszawa, Poland
| | - Samer Nakhle
- Palm Research Center, 9280 West Sunset Road, Las Vegas, United States
| | | | - John Reed
- Endocrine Research Solutions, 1475 Holcomb Bridge Road, Roswell, United States
| | - Victoria Cózar-León
- Hospital Universitario Nuestra Señora de Valme, Universidad de Sevilla, Avenida de Bellavista, Sevilla, Spain
| | - Christine Kosch
- Diabetologische Schwerpunktpraxis Pirna, Diabetologische Schwerpunktpraxis Pirna, Pirna, Germany
| | - Piotr Karaś
- KO-MED Centra Kliniczne Lublin - Królewska, Królewska 11, Lublin, Poland
| | - David Fitz-Patrick
- East West Medical Research Institute, 1585 Kapiolani Boulevard, Honolulu, United States
| | - Yehuda Handelsman
- Metabolic Institute of America, 18372 Clark Street, Tarzana, United States
| | - Mark Warren
- Physicians East - Greenville, 1850 West Arlington Boulevard, Greenville, United States
| | | | - David Huffman
- University Diabetes & Endocrine Consultants, 5616 Brainerd Road, Chattanooga, United States
| | - Philip Raskin
- University of Texas Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, United States
| | - Tamás Oroszlán
- Zala County Hospital, Zrinyi utca 1, Zalaegerszeg, Hungary
| | | | - Fernando Ovalle
- University of Alabama at Birmingham, 510 20th Street South, Birmingham, United States
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Kahkoska AR, Smith C, Young LA, Hassmiller Lich K. Use of systems thinking and adapted group model building methods to understand patterns of technology use among older adults with type 1 diabetes: a preliminary process evaluation. BMC Med Res Methodol 2024; 24:126. [PMID: 38831294 PMCID: PMC11145864 DOI: 10.1186/s12874-024-02252-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 05/21/2024] [Indexed: 06/05/2024] Open
Abstract
BACKGROUND A growing number of older adults (ages 65+) live with Type 1 diabetes. Simultaneously, technologies such as continuous glucose monitoring (CGM) have become standard of care. There is thus a need to understand better the complex dynamics that promote use of CGM (and other care innovations) over time in this age group. Our aim was to adapt methods from systems thinking, specifically a participatory approach to system dynamics modeling called group model building (GMB), to model the complex experiences that may underlie different trajectories of CGM use among this population. Herein, we report on the feasibility, strengths, and limitations of this methodology. METHODS We conducted a series of GMB workshops and validation interviews to collect data in the form of questionnaires, diagrams, and recordings of group discussion. Data were integrated into a conceptual diagram of the "system" of factors associated with uptake and use of CGM over time. We evaluate the feasibility of each aspect of the study, including the teaching of systems thinking to older adult participants. We collected participant feedback on positive aspects of their experiences and areas for improvement. RESULTS We completed nine GMB workshops with older adults and their caregivers (N = 33). Each three-hour in-person workshop comprised: (1) questionnaires; (2) the GMB session, including both didactic components and structured activities; and (3) a brief focus group discussion. Within the GMB session, individual drawing activities proved to be the most challenging for participants, while group activities and discussion of relevant dynamics over time for illustrative (i.e., realistic but not real) patients yielded rich engagement and sufficient information for system diagramming. Study participants liked the opportunity to share experiences with peers, learning and enhancing their knowledge, peer support, age-specific discussions, the workshop pace and structure, and the systems thinking framework. Participants gave mixed feedback on the workshop duration. CONCLUSIONS The study demonstrates preliminary feasibility, acceptability, and the value of GMB for engaging older adults about key determinants of complex health behaviors over time. To our knowledge, few studies have extended participatory systems science methods to older adult stakeholders. Future studies may utilize this methodology to inform novel approaches for supporting health across the lifespan.
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Affiliation(s)
- Anna R Kahkoska
- Department of Nutrition, University of North Carolina at Chapel Hill, 2205A McGavran Greenberg Hall, Chapel Hill, NC, 27599, USA.
- Division of Endocrinology and Metabolism, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Center for Aging and Health, School of Medicine, University of North Carolina, Chapel Hill, NC, USA.
| | - Cambray Smith
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Laura A Young
- Division of Endocrinology and Metabolism, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kristen Hassmiller Lich
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Park YMM, Baek JH, Lee HS, Elfassy T, Brown CC, Schootman M, Narcisse MR, Ko SH, McElfish PA, Thomsen MR, Amick BC, Lee SS, Han K. Income variability and incident cardiovascular disease in diabetes: a population-based cohort study. Eur Heart J 2024; 45:1920-1933. [PMID: 38666368 DOI: 10.1093/eurheartj/ehae132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 01/07/2024] [Accepted: 02/19/2024] [Indexed: 06/02/2024] Open
Abstract
BACKGROUND AND AIMS Longitudinal change in income is crucial in explaining cardiovascular health inequalities. However, there is limited evidence for cardiovascular disease (CVD) risk associated with income dynamics over time among individuals with type 2 diabetes (T2D). METHODS Using a nationally representative sample from the Korean National Health Insurance Service database, 1 528 108 adults aged 30-64 with T2D and no history of CVD were included from 2009 to 2012 (mean follow-up of 7.3 years). Using monthly health insurance premium information, income levels were assessed annually for the baseline year and the four preceding years. Income variability was defined as the intraindividual standard deviation of the percent change in income over 5 years. The primary outcome was a composite event of incident fatal and nonfatal CVD (myocardial infarction, heart failure, and stroke) using insurance claims. Hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated after adjusting for potential confounders. RESULTS High-income variability was associated with increased CVD risk (HRhighest vs. lowest quartile 1.25, 95% CI 1.22-1.27; Ptrend < .001). Individuals who experienced an income decline (4 years ago vs. baseline) had increased CVD risk, which was particularly notable when the income decreased to the lowest level (i.e. Medical Aid beneficiaries), regardless of their initial income status. Sustained low income (i.e. lowest income quartile) over 5 years was associated with increased CVD risk (HRn = 5 years vs. n = 0 years 1.38, 95% CI 1.35-1.41; Ptrend < .0001), whereas sustained high income (i.e. highest income quartile) was associated with decreased CVD risk (HRn = 5 years vs. n = 0 years 0.71, 95% CI 0.70-0.72; Ptrend < .0001). Sensitivity analyses, exploring potential mediators, such as lifestyle-related factors and obesity, supported the main results. CONCLUSIONS Higher income variability, income declines, and sustained low income were associated with increased CVD risk. Our findings highlight the need to better understand the mechanisms by which income dynamics impact CVD risk among individuals with T2D.
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Affiliation(s)
- Yong-Moon Mark Park
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Jong-Ha Baek
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Gyeongsang National University College of Medicine, Changwon, South Korea
| | - Hong Seok Lee
- Department of Medicine, University of Arizona, Tucson, AZ, USA
| | - Tali Elfassy
- Katz Family Division of Nephrology and Hypertension, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Clare C Brown
- Department of Health Policy and Management, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Mario Schootman
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Department of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences Northwest, Springdale, AR, USA
| | - Marie-Rachelle Narcisse
- Department of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences Northwest, Springdale, AR, USA
- Department of Psychiatry and Human Behavior, Warren Alpert School of Medicine, Brown University, Providence, RI, USA
| | - Seung-Hyun Ko
- Division of Endocrinology and Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Pearl A McElfish
- Department of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences Northwest, Springdale, AR, USA
| | - Michael R Thomsen
- Department of Health Policy and Management, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Benjamin C Amick
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Seong-Su Lee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul 06591, South Korea
| | - Kyungdo Han
- Department of Statistics and Actuarial Science, Soongsil University, 369 Sangdo-ro, Dongjak-gu, Seoul 06978, South Korea
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Danne TP, Joubert M, Hartvig NV, Kaas A, Knudsen NN, Mader JK. Association Between Treatment Adherence and Continuous Glucose Monitoring Outcomes in People With Diabetes Using Smart Insulin Pens in a Real-World Setting. Diabetes Care 2024; 47:995-1003. [PMID: 38569055 PMCID: PMC11116913 DOI: 10.2337/dc23-2176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 03/05/2024] [Indexed: 04/05/2024]
Abstract
OBJECTIVE To evaluate the association of insulin injection adherence, smart insulin pen engagement, and glycemic control using real-world data from 16 countries from adults self-administering basal insulin degludec and bolus insulin with a smart insulin pen (NovoPen 6 or NovoPen Echo Plus) alongside continuous glucose monitoring (CGM). RESEARCH DESIGN AND METHODS Data were aggregated over 14-day periods. Treatment adherence was defined according to the number of missed basal and missed bolus insulin doses and smart pen engagement according to the number of days with data uploads. RESULTS Data from 3,945 adults, including 25,157 14-day periods with ≥70% CGM coverage, were analyzed. On average, 0.2 basal and 6.0 bolus insulin doses were missed over 14 days. The estimated probability of missing at least one basal insulin dose over a 14-day period was 17.6% (95% CI 16.5, 18.7). Missing one basal or bolus insulin dose per 14 days was associated with a significant decrease in percentage of time with glucose levels in range (TIR) (3.9-10.0 mmol/L), of -2.8% (95% CI -3.7, -1.8) and -1.7% (-1.8, -1.6), respectively; therefore, missing two basal or four bolus doses would decrease TIR by >5%. Smart pen engagement was associated positively with glycemic outcomes. CONCLUSIONS This combined analysis of real-world smart pen and CGM data showed that missing two basal or four bolus insulin doses over a 14-day period would be associated with a clinically relevant decrease in TIR. Smart insulin pens provide valuable insights into treatment injection behaviors.
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Affiliation(s)
- Thomas P.A. Danne
- Diabetes Centre for Children and Adolescents, Children’s and Youth Hospital Auf der Bult, Hanover Medical School, Hanover, Germany
| | - Michael Joubert
- Diabetes Care Unit, Caen University Hospital, University of Caen Normandy, Caen, France
| | | | | | | | - Julia K. Mader
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
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10
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Mavridis A, Viktorisson A, Reinholdsson M, Eliasson B, Abzhandadze T, Sunnerhagen KS. Physical activity trajectories and all-cause mortality in type 1 diabetes: A nationwide longitudinal study. Diabetes Res Clin Pract 2024; 212:111702. [PMID: 38723672 DOI: 10.1016/j.diabres.2024.111702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 04/30/2024] [Accepted: 05/04/2024] [Indexed: 06/11/2024]
Abstract
AIMS To identify physical activity trajectories, explore the factors associated with them and assess their relationship with all-cause mortality. METHODS This was a population-based longitudinal cohort study, with data from all specialist care units for type 1 diabetes in Sweden. A total of 48.921 adult patients were included, each with at least 3 registrations of physical activity, and a maximum follow-up of 14 years. The main outcomes were the longitudinal physical activity trajectories and all-cause mortality. RESULTS Of 48.921 patients, 55.9% were males and mean (SD) age was 39.7(16.7). Four physical activity trajectories were identified: Steady Low (10.8%), Decreaser (12.7%), Increaser (20.7%) and Steady High (55.8%). Female sex, higher education, higher income, normal BMI, fewer comorbidities and foot free from diabetic disease were significantly associated with sustained high physical activity. Compared to the steady low group, the decreaser, increaser, and steady high physical activity groups exhibited lower adjusted risk of all-cause mortality (53-73% reduction). CONCLUSIONS Consistently low physical activity is associated with higher all-cause mortality. This study underscores the importance of identifying patients at risk of low physical activity and tailoring personalized approaches to promote sustained physical activity in type 1 diabetes, ultimately improving outcomes.
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Affiliation(s)
- Anastasios Mavridis
- Institute of Neuroscience and Physiology, Rehabilitation Medicine, University of Gothenburg, Sweden; School of Medicine, Aristotle University of Thessaloniki, Greece
| | - Adam Viktorisson
- Institute of Neuroscience and Physiology, Rehabilitation Medicine, University of Gothenburg, Sweden; Department of Rehabilitation Medicine, Neurocare, Sahlgrenska University Hospital, Gothenburg, Sweden.
| | - Malin Reinholdsson
- Institute of Neuroscience and Physiology, Rehabilitation Medicine, University of Gothenburg, Sweden; Department of Occupational Therapy and Physiotherapy, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Björn Eliasson
- Department of Medicine, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden; National Diabetes Register, Center of Registries, Gothenburg, Sweden
| | - Tamar Abzhandadze
- Institute of Neuroscience and Physiology, Rehabilitation Medicine, University of Gothenburg, Sweden; Department of Occupational Therapy and Physiotherapy, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Katharina S Sunnerhagen
- Institute of Neuroscience and Physiology, Rehabilitation Medicine, University of Gothenburg, Sweden; Department of Rehabilitation Medicine, Neurocare, Sahlgrenska University Hospital, Gothenburg, Sweden
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11
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Limbert C, Kowalski AJ, Danne TPA. Automated Insulin Delivery: A Milestone on the Road to Insulin Independence in Type 1 Diabetes. Diabetes Care 2024; 47:918-920. [PMID: 38768333 DOI: 10.2337/dci24-0007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Affiliation(s)
- Catarina Limbert
- Unit of Paediatric Endocrinology and Diabetes, Dona Estefânia Hospital, Lisbon, Portugal
- Comprehensive Health Research Centre (CHRC), NOVA Medical School, NOVA University of Lisbon, Lisbon, Portugal
| | | | - Thomas P A Danne
- Children's Hospital AUF DER BULT, Hannover, Germany
- Hannover Medical School, Hannover, Germany
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12
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Liu J, Yang Y, Qi Y. Efficacy of mesenchymal stromal cells in the treatment of type 1 diabetes: a systematic review. Cell Tissue Bank 2024; 25:663-676. [PMID: 38383908 PMCID: PMC11143029 DOI: 10.1007/s10561-024-10128-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Accepted: 01/16/2024] [Indexed: 02/23/2024]
Abstract
To investigate the efficacy of mesenchymal stromal cells in the treatment of type 1 diabetes. Articles about the effects of mesenchymal stromal cells for T1D were retrieved in PubMed, Web of Science, Embase, and the Cochrane Library databases up to July 2023. Additional relevant studies were manually searched through citations. HbA1c, FBG, PBG, insulin requirement and C-peptide were assessed. The risk of bias was evaluated with the ROB 2.0 and ROBINS-I tools. Six RCTs and eight nRCTs were included. Of the 14 studies included, two evaluated BM-MSCs, three evaluated UC-MSCs, five evaluated AHSCT, two evaluated CB-SCs, and two evaluated UC-SCs plus aBM-MNCs. At the end of follow-up, ten studies found that mesenchymal stromal cells improved glycemic outcomes in T1D, while the remaining four studies showed no significant improvement. Findings support the positive impacts observed from utilizing mesenchymal stromal cells in individuals with T1D. However, the overall methodological quality of the identified studies and findings is heterogeneous, limiting the interpretation of the therapeutic benefits of mesenchymal stromal cells in T1D. Methodically rigorous research is needed to further increase credibility.
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Affiliation(s)
- Jiaxin Liu
- Department of Endocrinology, Tianyou Hospital, Wuhan University of Science and Technology, Wuhan, 430034, China
| | - Yang Yang
- Department of Endocrinology, Tianyou Hospital, Wuhan University of Science and Technology, Wuhan, 430034, China.
| | - Yun Qi
- Department of Endocrinology, Tianyou Hospital, Wuhan University of Science and Technology, Wuhan, 430034, China.
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13
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Stephen DA, Nordin A, Johansson UB, Nilsson J. Psychosocial Self-efficacy and its Association with Selected Potential Factors Among Adults with Type 1 Diabetes: A Cross-Sectional Survey Study. Diabetes Ther 2024; 15:1361-1373. [PMID: 38642262 PMCID: PMC11096132 DOI: 10.1007/s13300-024-01581-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 03/27/2024] [Indexed: 04/22/2024] Open
Abstract
INTRODUCTION The management of type 1 diabetes, a non-preventable chronic disease, leads to a high physical and psychological burden on the individual. Digital health technology can improve a person's psychosocial self-efficacy and thereby contribute to improved diabetes self-care. The aim of this study was to explore associations between psychosocial self-efficacy and demographic-, disease specific-, well-being as well as digital health technology (DHT) related factors among adults with type 1 diabetes. METHODS A primarily web-based cross sectional survey was conducted among adults with type 1 diabetes in Sweden (n = 301). Psychosocial self-efficacy was assessed using the Swedish version of the Diabetes Empowerment Scale, Swe-DES-23. The survey also contained questions related to demographic-, disease specific-, well-being as well as digital health technology related variables. RESULTS Higher well-being scores and lower HbA1c levels were associated with higher psychosocial self-efficacy in multiple linear regression analysis. In multivariate analysis, gender, body mass index, well-being scores, and HbA1c levels showed association with psychosocial self-efficacy. None of the DHT factors were found associated with psychosocial self-efficacy. CONCLUSIONS In this study, higher well-being score and lower self-reported HbA1c levels were associated with higher psychosocial self-efficacy in both univariate- and multivariate analysis and accounted for 30% of the variation in psychosocial self-efficacy in the regression model. Thus, measures to improve psychosocial self-efficacy in adults with type 1 diabetes may help maintain their psychological well-being and blood glucose control.
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Affiliation(s)
- Divya Anna Stephen
- Department of Health Science, Faculty for Health, Nature and Technology, Karlstad University, 65188, Karlstad, Sweden.
| | - Anna Nordin
- Department of Health Science, Faculty for Health, Nature and Technology, Karlstad University, 65188, Karlstad, Sweden
| | - Unn-Britt Johansson
- Department of Health Promoting Science, Sophiahemmet University, 11486, Stockholm, Sweden
| | - Jan Nilsson
- Department of Health Science, Faculty for Health, Nature and Technology, Karlstad University, 65188, Karlstad, Sweden
- Faculty of Health and Social Sciences, Inland Norway University of Applied Sciences, 2418, Elverum, Norway
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Melander SA, Larsen AT, Karsdal MA, Henriksen K. Are insulin sensitizers the new strategy to treat Type 1 diabetes? A long-acting dual amylin and calcitonin receptor agonist improves insulin-mediated glycaemic control and controls body weight. Br J Pharmacol 2024; 181:1829-1842. [PMID: 38378168 DOI: 10.1111/bph.16329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 12/19/2023] [Accepted: 01/08/2024] [Indexed: 02/22/2024] Open
Abstract
BACKGROUND AND PURPOSE Insulin therapies for Type 1 diabetes (T1D) have limitations, such as glucose fluctuations, hypoglycaemia, and weight gain. Only pramlintide is approved with insulin. However, its short half-life limits efficacy, requiring multiple daily injections and increasing hypoglycaemia risk. New strategies are needed to improve glycaemic control. Dual amylin and calcitonin receptor agonists are potent insulin sensitizers developed for Type 2 diabetes (T2D) as they improve glucose control, reduce body weight, and attenuate hyperglucagonemia. However, it is uncertain if they could be used to treat T1D. EXPERIMENTAL APPROACH Sprague Dawley rats received a single intravenous injection of streptozotocin (STZ) (50 mg·kg-1) to induce T1D. Humulin (1 U/200 g·day-1 or 2 U/200 g·day-1) was continuously infused, while half of the rats received additional KBP-336 (4.5 nmol·kg-1 Q3D) treatment. Bodyweight, food intake, and blood glucose were monitored throughout the study. An oral glucose tolerance test was performed during the study. KEY RESULTS Treatment with Humulin or Humulin + KBP-336 improved the health of STZ rats. Humulin increased body weight in STZ rats, but KBP-336 attenuated these increases and maintained a significant weight loss. The combination exhibited greater blood glucose reductions than Humulin-treated rats alone, reflected by improved HbA1c levels and glucose control. The combination prevented hyperglucagonemia, reduced amylin levels, and increased pancreatic insulin content, indicating improved insulin sensitivity and beta-cell preservation. CONCLUSION AND IMPLICATIONS The insulin sensitizer KBP-336 lowered glucagon secretion while attenuating insulin-induced weight gain. Additionally, KBP-336 may prevent hypoglycaemia and improve insulin resistance, which could be a significant advantage for individuals with T1D seeking therapeutic benefits.
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Affiliation(s)
| | | | | | - Kim Henriksen
- Nordic Bioscience, Herlev, Denmark
- KeyBioscience AG, Stans, Switzerland
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15
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Lebbad H, Desir C, Vesin A, Adenis A, Charpentier G, Benhamou PY. Insulin Requirements According to Sex and Weight in a Population of 9036 Adult Persons With Type 1 Diabetes Using Closed-Loop Insulin Delivery. J Diabetes Sci Technol 2024:19322968241252366. [PMID: 38804537 DOI: 10.1177/19322968241252366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
BACKGROUND The prediction of the individual insulin needs may facilitate the initiation of insulin therapy. Our aim was to explore the relationships between body weight, sex, and daily amounts of insulin delivered by a hybrid closed-loop system. METHODS We performed a retrospective data collection of all consenting adult patients with type 1 diabetes who were equipped in Europe with the Diabeloop Generation 1 (DBLG1) hybrid closed-loop insulin delivery device between March 1, 2021 and February 28, 2023. RESULTS A total of 9036 users (59% females, age 45.6 ± 14.3 years) were included, reaching a mean follow-up of 320 ± 143 days, an overall 2 887 188 days of data. We observed a mean insulin-weight ratio of 0.617 ± 0.207 U/kg (0.665 ± 0.217 for males and 0.584 ± 0.193 for females, P < .001). Exploratory analysis of a subset of 4066 patients reaching >70% Time in Range (70-180 mg/dL) showed a mean insulin-weight ratio of 0.55 ± 0.17 U/kg (P < .001) (0.59 ± 0.18 for the 1438 males and 0.53 ± 0.16 for the 2628 females). CONCLUSION This large real-world analysis provides a quantitative estimation of the daily insulin requirements in adult patients with type 1 diabetes and shows significant differences between sex. These findings have relevant implications in the practical management of insulin therapy.
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Affiliation(s)
| | | | | | | | - Guillaume Charpentier
- Center for Study and Research for Improvement of the Treatment of Diabetes (CERITD), Bioparc-Genopole Evry-Corbeil, Evry, France
- Department of Diabetes and Endocrinology, Sud-Francilien Hospital, Corbeil, France
| | - Pierre-Yves Benhamou
- Department of Endocrinology, Grenoble University Hospital, Grenoble Alpes University, INSERM U1055, LBFA, Grenoble, France
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16
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Brøsen JMB, Bomholt T, Borg R, Persson F, Pedersen-Bjergaard U. Hyperglycaemia in people with diabetes and chronic kidney disease. Ugeskr Laeger 2024; 186:V01240051. [PMID: 38808757 DOI: 10.61409/v01240051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/30/2024]
Abstract
Assessment and treatment of hyperglycaemia in people with diabetes and chronic kidney disease (CKD) are challenging. In advanced CKD HbA1c can be unreliable, and treatment adjustments should be supported by other glucose measurements (e.g., continuous glucose monitoring (CGM) or blood glucose measurements). Glucose-lowering treatments should be evaluated based on CKD and an individualised assessment of risk factors especially hypoglycaemia. This review aims at providing an overview of the options for glycaemic monitoring and glucose-lowering treatments in people with diabetes and CKD.
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Affiliation(s)
- Julie Maria Bøggild Brøsen
- Endokrinologisk og Nefrologisk Afdeling, Københavns Universitetshospital - Nordsjællands Hospital - Hillerød
| | - Tobias Bomholt
- Nefrologisk Afdeling, Københavns Universitetshospital - Rigshospitalet
| | - Rikke Borg
- Medicinsk Afdeling, Sjællands Universitetshospital, Roskilde
- Institut for Klinisk Medicin, SUND, Københavns Universitet
| | | | - Ulrik Pedersen-Bjergaard
- Endokrinologisk og Nefrologisk Afdeling, Københavns Universitetshospital - Nordsjællands Hospital - Hillerød
- Institut for Klinisk Medicin, SUND, Københavns Universitet
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17
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Shields BM, Carlsson A, Patel K, Knupp J, Kaur A, Johnston D, Colclough K, Larsson HE, Forsander G, Samuelsson U, Hattersley A, Ludvigsson J. Development of a clinical calculator to aid the identification of MODY in pediatric patients at the time of diabetes diagnosis. Sci Rep 2024; 14:10589. [PMID: 38719926 PMCID: PMC11079008 DOI: 10.1038/s41598-024-60160-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 04/19/2024] [Indexed: 05/12/2024] Open
Abstract
Maturity Onset Diabetes of the Young (MODY) is a young-onset, monogenic form of diabetes without needing insulin treatment. Diagnostic testing is expensive. To aid decisions on who to test, we aimed to develop a MODY probability calculator for paediatric cases at the time of diabetes diagnosis, when the existing "MODY calculator" cannot be used. Firth logistic regression models were developed on data from 3541 paediatric patients from the Swedish 'Better Diabetes Diagnosis' (BDD) population study (n = 46 (1.3%) MODY (HNF1A, HNF4A, GCK)). Model performance was compared to using islet autoantibody testing. HbA1c, parent with diabetes, and absence of polyuria were significant independent predictors of MODY. The model showed excellent discrimination (c-statistic = 0.963) and calibrated well (Brier score = 0.01). MODY probability > 1.3% (ie. above background prevalence) had similar performance to being negative for all 3 antibodies (positive predictive value (PPV) = 10% v 11% respectively i.e. ~ 1 in 10 positive test rate). Probability > 1.3% and negative for 3 islet autoantibodies narrowed down to 4% of the cohort, and detected 96% of MODY cases (PPV = 31%). This MODY calculator for paediatric patients at time of diabetes diagnosis will help target genetic testing to those most likely to benefit, to get the right diagnosis.
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Affiliation(s)
- Beverley M Shields
- The Department of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK.
| | | | - Kashyap Patel
- The Department of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
| | - Julieanne Knupp
- The Department of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
| | - Akaal Kaur
- Faculty of Medicine, Imperial College London, London, UK
| | - Des Johnston
- Faculty of Medicine, Imperial College London, London, UK
| | - Kevin Colclough
- Exeter Genomics Laboratory, The Royal Devon University Healthcare NHS Foundation Trust, Exeter, UK
| | - Helena Elding Larsson
- Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
- Department of Pediatrics, Skånes University Hospital, Malmö, Sweden
| | - Gun Forsander
- Department of Paediatrics, Institute for Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Region Västra Götaland, Department of Paediatrics, Sahlgrenska University Hospital, Queen Silvia Children's Hospital, Gothenburg, Sweden
| | - Ulf Samuelsson
- Crown Princess Victoria Children's Hospital and Division of Pediatrics, Linköping University, Linköping, Sweden
| | - Andrew Hattersley
- The Department of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
| | - Johnny Ludvigsson
- Crown Princess Victoria Children's Hospital and Division of Pediatrics, Linköping University, Linköping, Sweden.
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Fuhri Snethlage CM, Meijnikman AS, Mak AL, Rampanelli E, Voermans B, Callender CAK, de Groen P, Roep BO, van Raalte DH, Knop FK, Holleboom AG, Nieuwdorp M, Hanssen NMJ. Prevalence and predictive features of metabolic dysfunction-associated steatotic liver disease in type 1 diabetes. Eur J Endocrinol 2024; 190:391-400. [PMID: 38679966 DOI: 10.1093/ejendo/lvae043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 10/19/2023] [Accepted: 02/06/2024] [Indexed: 05/01/2024]
Abstract
AIMS/HYPOTHESIS The prevalence and severity of metabolic dysfunction-associated steatotic liver disease (MASLD) in type 1 diabetes remain unclear. Therefore, we investigated the prevalence and severity of MASLD in type 1 diabetes and assessed which clinical features are most important in predicting MASLD severity. METHODS A total of 453 individuals with type 1 diabetes (41.6 ± 15.0 years, 64% female, body mass index [BMI] 25.4 ± 4.2 kg/m2, and HbA1c 55.6 ± 12 mmol/mol) underwent vibration-controlled transient elastography (VCTE), with a controlled attenuation parameter (CAP) score for steatosis (≥280.0 dB/m) and a liver stiffness measurement (LMS) for fibrosis (≥8.0 kPa). A machine learning Extra-Trees classification model was performed to assess the predictive power of the clinical features associated with type 1 diabetes with respect to steatosis and fibrosis. RESULTS The prevalence of hepatic steatosis and fibrosis was 9.5% (95% CI, 6.8-12.2) and 3.5% (95% CI, 1.8-5.2). Higher LMS was associated with a longer duration of type 1 diabetes (median 30.5 [IQR 18.0-39.3] years vs 15.0 [IQR 6.0-27.0] years), and individuals were older, had a higher BMI (mean 27.8 ± 5.2 vs 25.3 ± 4.1 kg/m2), and a higher CAP score (mean 211.4 ± 51.7 dB/m vs 241.4 ± 75.6 dB/m). The most important predictive features of fibrosis were duration of type 1 diabetes, age, and systolic blood pressure, with a mean ± SD area under the curve of 0.73 ± 0.03. CONCLUSION Individuals with type 1 diabetes and high blood pressure, older age, higher BMI, and longer duration of disease could be considered at high-risk for developing MASLD.
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Affiliation(s)
- Coco M Fuhri Snethlage
- Department of Vascular Medicine, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, AZ 1105, The Netherlands
| | - Abraham S Meijnikman
- Department of Vascular Medicine, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, AZ 1105, The Netherlands
| | - Anne Linde Mak
- Department of Vascular Medicine, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, AZ 1105, The Netherlands
| | - Elena Rampanelli
- Department of Vascular Medicine, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, AZ 1105, The Netherlands
| | - Bas Voermans
- Department of Vascular Medicine, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, AZ 1105, The Netherlands
- HORAIZON Technology B.V. Delft, GZ Delft 2625, The Netherlands
| | - Cengiz A K Callender
- Department of Vascular Medicine, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, AZ 1105, The Netherlands
| | - Pleun de Groen
- Department of Vascular Medicine, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, AZ 1105, The Netherlands
| | - Bart O Roep
- Internal Medicine, Leids Universitair Medisch Centrum, Leiden, ZA 2333, The Netherlands
| | - Daniël H van Raalte
- Department of Endocrinology, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, AZ 1105, The Netherlands
| | - Filip K Knop
- Center for Clinical Metabolic Research, Gentofte Hospital, University of Copenhagen, 2900 Hellerup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
- Steno Diabetes Center Copenhagen, Department of Clinical and Translational Research, 2730 Herlev, Denmark
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Adriaan G Holleboom
- Department of Vascular Medicine, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, AZ 1105, The Netherlands
| | - Max Nieuwdorp
- Department of Vascular Medicine, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, AZ 1105, The Netherlands
| | - Nordin M J Hanssen
- Department of Vascular Medicine, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam UMC, University of Amsterdam, Amsterdam, AZ 1105, The Netherlands
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Castañeda J, Arrieta A, van den Heuvel T, Battelino T, Cohen O. Time in Tight Glucose Range in Type 1 Diabetes: Predictive Factors and Achievable Targets in Real-World Users of the MiniMed 780G System. Diabetes Care 2024; 47:790-797. [PMID: 38113453 PMCID: PMC11043222 DOI: 10.2337/dc23-1581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 11/13/2023] [Indexed: 12/21/2023]
Abstract
OBJECTIVE We studied time in tight range (TITR) (70-140 mg/dL) in real-world users of the MiniMed 780G system (MM780G). RESEARCH DESIGN AND METHODS CareLink Personal data were extracted (August 2020 to December 2022) to examine TITR and its relationship with time in range (TIR; 70-180 mg/dL), factors predicting higher TITR, and which TITR target is a reasonable treatment goal. RESULTS The 13,461 users (3,762 age ≤15 years and 9,699 age >15 years) showed an average TITR of 48.9% in those age ≤15 years and 48.8% in the older group (vs. TIR 71.2% and 73.9%, respectively). Consistent use of a glucose target (GT) of 100 mg/dL and active insulin time (AIT) of 2 h were the most relevant factors predicting higher TITR (P < 0.0001). In users consistently applying these optimal settings, TITR was 56.7% in those age ≤15 years and 57.0% in the older group, and the relative impact of these settings on TITR was 60% and 86% greater than that on TIR, respectively. TITRs of ∼45% (age ≤15 years 46.3% and older group 45.4%), ∼50% (50.7% and 50.7%) and ∼55% (56.4% and 58.0%) were best associated with glucose management indicators <7.0%, <6.8%, and <6.5%, respectively. TITRs of >45%, >50%, and >55% were achieved in 91%, 74%, and 55% of those age ≤15 years and 93%, 81%, and 57% of older group users, respectively, at optimal settings. CONCLUSIONS This study demonstrates that 1) mean TIR is high with a high mean TITR in MM780G users (>48%), 2) consistent use of optimal GT/AIT improves TITR (>56%), 3) the impact of these settings on TITR is larger than on TIR, and 4) a TITR target >50% is our suggested treatment goal.
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Affiliation(s)
| | - Arcelia Arrieta
- Medtronic International Trading Sàrl, Tolochenaz, Switzerland
| | | | - Tadej Battelino
- University Medical Centre Ljubljana, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Ohad Cohen
- Medtronic International Trading Sàrl, Tolochenaz, Switzerland
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20
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Varady KA, Runchey MC, Reutrakul S, Vidmar AP, Chow LS. Clinical potential of fasting in type 1 diabetes. Trends Endocrinol Metab 2024; 35:413-424. [PMID: 38331668 DOI: 10.1016/j.tem.2024.01.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 01/16/2024] [Accepted: 01/17/2024] [Indexed: 02/10/2024]
Abstract
Most adults with type 1 diabetes (T1DM) are either overweight or obese. As such, dietary management is recommended as an adjunct to insulin treatment to improve glycemic control and facilitate weight loss in these patients. Time-restricted eating (TRE) is a form of intermittent fasting that offers a simplified approach to treating obesity in T1DM. TRE typically involves restricting eating to 6 to 10 h per day, with water and medications allowed outside the eating window. This review examines the efficacy of TRE and other fasting protocols in improving weight and glycemic control in patients with obesity and T1DM. This review will also evaluate the safety of these regimens and provide advice to clinicians on implementing intermittent fasting in T1DM.
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Affiliation(s)
- Krista A Varady
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA.
| | - Mary-Claire Runchey
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, IL, USA
| | - Sirimon Reutrakul
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, and Department of Biobehavioral Nursing Science, University of Illinois Chicago, Chicago, IL, USA
| | - Alaina P Vidmar
- Children's Hospital Los Angeles and Keck School of Medicine of the University of Southern California, Department of Pediatrics, Center for Endocrinology, Diabetes and Metabolism, Los Angeles, CA, USA
| | - Lisa S Chow
- Department of Medicine, Division of Diabetes, Endocrinology and Metabolism, University of Minnesota, Minnesota, MN, USA
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21
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Jafar A, Pasqua MR. Postprandial glucose-management strategies in type 1 diabetes: Current approaches and prospects with precision medicine and artificial intelligence. Diabetes Obes Metab 2024; 26:1555-1566. [PMID: 38263540 DOI: 10.1111/dom.15463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 01/01/2024] [Accepted: 01/05/2024] [Indexed: 01/25/2024]
Abstract
Postprandial glucose control can be challenging for individuals with type 1 diabetes, and this can be attributed to many factors, including suboptimal therapy parameters (carbohydrate ratios, correction factors, basal doses) because of physiological changes, meal macronutrients and engagement in postprandial physical activity. This narrative review aims to examine the current postprandial glucose-management strategies tested in clinical trials, including adjusting therapy settings, bolusing for meal macronutrients, adjusting pre-exercise and postexercise meal boluses for postprandial physical activity, and other therapeutic options, for individuals on open-loop and closed-loop therapies. Then we discuss their challenges and future avenues. Despite advancements in insulin delivery devices such as closed-loop systems and decision-support systems, many individuals with type 1 diabetes still struggle to manage their glucose levels. The main challenge is the lack of personalized recommendations, causing suboptimal postprandial glucose control. We suggest that postprandial glucose control can be improved by (i) providing personalized recommendations for meal macronutrients and postprandial activity; (ii) including behavioural recommendations; (iii) using other personalized therapeutic approaches (e.g. glucagon-like peptide-1 receptor agonists, sodium-glucose co-transporter inhibitors, amylin analogues, inhaled insulin) in addition to insulin therapy; and (iv) integrating an interpretability report to explain to individuals about changes in treatment therapy and behavioural recommendations. In addition, we suggest a future avenue to implement precision recommendations for individuals with type 1 diabetes utilizing the potential of deep reinforcement learning and foundation models (such as GPT and BERT), employing different modalities of data including diabetes-related and external background factors (i.e. behavioural, environmental, biological and abnormal events).
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Affiliation(s)
- Adnan Jafar
- Department of Biomedical Engineering, McGill University, Montreal, Quebec, Canada
| | - Melissa-Rosina Pasqua
- Division of Endocrinology, Department of Medicine, McGill University, Montreal, Quebec, Canada
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22
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Porth AK, Huberts AS, Rogge A, Bénard AHM, Forbes A, Strootker A, Del Pozo CH, Kownatka D, Hopkins D, Nathanson D, Aanstoot HJ, Soderberg J, Eeg-Olofsson K, Hamilton K, Delbecque L, Ninov L, Due-Christensen M, Leutner M, Simó R, Vikstrom-Greve S, Rössner S, Flores V, Seidler Y, Hasler Y, Stamm T, Kautzky-Willer A. Standardising personalised diabetes care across European health settings: A person-centred outcome set agreed in a multinational Delphi study. Diabet Med 2024; 41:e15259. [PMID: 38017616 DOI: 10.1111/dme.15259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 11/06/2023] [Indexed: 11/30/2023]
Abstract
OBJECTIVE Standardised person-reported outcomes (PRO) data can contextualise clinical outcomes enabling precision diabetes monitoring and care. Comprehensive outcome sets can guide this process, but their implementation in routine diabetes care has remained challenging and unsuccessful at international level. We aimed to address this by developing a person-centred outcome set for Type 1 and Type 2 diabetes, using a methodology with prospects for increased implementability and sustainability in international health settings. METHODS We used a three-round questionnaire-based Delphi study to reach consensus on the outcome set. We invited key stakeholders from 19 countries via purposive snowball sampling, namely people with diabetes (N = 94), healthcare professionals (N = 65), industry (N = 22) and health authorities (N = 3), to vote on the relevance and measurement frequency of 64 previously identified clinical and person-reported outcomes. Subsequent consensus meetings concluded the study. RESULTS The list of preliminary outcomes was shortlisted via the consensus process to 46 outcomes (27 clinical outcomes and 19 PROs). Two main collection times were recommended: (1) linked to a medical visit (e.g. diabetes-specific well-being, symptoms and psychological health) and (2) annually (e.g. clinical data, general well-being and diabetes self management-related outcomes). CONCLUSIONS PROs are often considered in a non-standardised way in routine diabetes care. We propose a person-centred outcome set for diabetes, specifically considering psychosocial and behavioural aspects, which was agreed by four international key stakeholder groups. It guides standardised collection of meaningful outcomes at scale, supporting individual and population level healthcare decision making. It will be implemented and tested in Europe as part of the H2O project.
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Affiliation(s)
- Ann-Kristin Porth
- Department of Internal Medicine III, Divison of Endocrinology and Metabolism, Medical University Vienna, Vienna, Austria
| | - Anouk Sjoukje Huberts
- Department of Quality and Patientcare, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Alizé Rogge
- Charité Center for Patient-Centered Outcomes Research, Department of Psychosomatic Medicine, Center for Internal Medicine and Dermatology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | | | - Angus Forbes
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, Kings College London, London, UK
| | - Anja Strootker
- Medtronic International Trading Sàrl, Tolochenaz, Switzerland
| | | | | | - David Hopkins
- Department of Diabetes, King's College London, London, UK
- Institute for Diabetes, Endocrinology and Obesity, King's Health Partners, London, UK
| | - David Nathanson
- Department of Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Huddinge, Sweden
| | - Henk-Jan Aanstoot
- Diabeter, Center for Focussed Diabetes Care and Research, Rotterdam, The Netherlands
| | | | - Katarina Eeg-Olofsson
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Göteborg, Sweden
- National Diabetes Register, Göteborg, Sweden
| | - Kathryn Hamilton
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, Kings College London, London, UK
| | | | | | - Mette Due-Christensen
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, Kings College London, London, UK
| | - Michael Leutner
- Department of Internal Medicine III, Divison of Endocrinology and Metabolism, Medical University Vienna, Vienna, Austria
| | - Rafael Simó
- Vall d'Hebron Institute of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Centro de Investigación Biomédica en Red Instituto de Salud Carlos III (CIBERDEM (ISCIII)), Madrid, Spain
- Vall d'Hebron University Hospital, Barcelona, Spain
- Autonomous University of Barcelona, Barcelona, Spain
| | - Sara Vikstrom-Greve
- Department of Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Huddinge, Sweden
| | - Sophia Rössner
- Department of Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Huddinge, Sweden
| | - Vanesa Flores
- Vall d'Hebron Institute of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Vall d'Hebron University Hospital, Barcelona, Spain
| | - Yuki Seidler
- Section for Outcomes Research, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Vienna, Austria
| | - Yvonne Hasler
- Medtronic International Trading Sàrl, Tolochenaz, Switzerland
| | - Tanja Stamm
- Section for Outcomes Research, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Institute for Arthritis and Rehabilitation, Vienna, Austria
| | - Alexandra Kautzky-Willer
- Department of Internal Medicine III, Divison of Endocrinology and Metabolism, Medical University Vienna, Vienna, Austria
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Alemán-Contreras R, Gómez-Díaz RA, Noyola-García ME, Mondragón-González R, Wacher N, Ferreira-Hermosillo A. Utility of Fasting C-Peptide for the Diagnostic Differentiation of Patients with Type 1, Type 2 Diabetes, MODY, and LADA. Life (Basel) 2024; 14:550. [PMID: 38792571 PMCID: PMC11122504 DOI: 10.3390/life14050550] [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: 02/22/2024] [Revised: 04/04/2024] [Accepted: 04/19/2024] [Indexed: 05/26/2024] Open
Abstract
BACKGROUND The prevalence of obesity has increased in patients with type 1 diabetes (T1D) and latent autoimmune diabetes of the adult (LADA), limiting the use of clinical features such as the body mass index for its differentiation with type 2 diabetes (T2D). Additionally, some patients with maturity-onset diabetes of the young (MODY) or LADA are misdiagnosed as having T2D. The evaluation of autoantibodies and genetic testing are not fully available. We aimed to evaluate the utility of a widely available and less expensive diagnostic tool such as C-peptide to differentiate between T1D, T2D, MODY, and LADA. METHODS Our study included 38 patients with T1D, 49 with T2D, 13 with MODY, and 61 with LADA. We recorded anthropometric measurements, biochemical profiles, and antidiabetic treatment and determined C-peptide, anti-GAD65, and anti-IA2 antibodies. RESULTS C-peptide concentration differed significantly among populations (T1D: 0.2 ng/mL; T2D: 2.4 ng/mL; MODY: 1.14 ng/mL; LADA: 1.87 ng/mL). Through a ROC curve, we observed that the C-peptide cut-off point of 0.95 ng/mL allows differentiation between T1D and T2D (sensitivity 82%, specificity 77%); 0.82 ng/mL between T1D and LADA (sensitivity 82%, specificity 77%); and 1.65 ng/mL between T2D and MODY (sensitivity 72%, specificity 72%). CONCLUSIONS C-peptide is useful for the diagnostic differentiation of patients with type 1, type 2 diabetes, MODY, and LADA.
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Affiliation(s)
- Ricardo Alemán-Contreras
- Servicio de Medicina Interna, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City 06720, Mexico; (R.A.-C.); (M.E.N.-G.)
| | - Rita A. Gómez-Díaz
- Unidad de Investigación Médica en Epidemiología Clínica, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City 06720, Mexico; (R.A.G.-D.); (R.M.-G.); (N.W.)
| | - Maura E. Noyola-García
- Servicio de Medicina Interna, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City 06720, Mexico; (R.A.-C.); (M.E.N.-G.)
| | - Rafael Mondragón-González
- Unidad de Investigación Médica en Epidemiología Clínica, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City 06720, Mexico; (R.A.G.-D.); (R.M.-G.); (N.W.)
| | - Niels Wacher
- Unidad de Investigación Médica en Epidemiología Clínica, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City 06720, Mexico; (R.A.G.-D.); (R.M.-G.); (N.W.)
| | - Aldo Ferreira-Hermosillo
- Unidad de Investigación Médica en Enfermedades Endocrinas, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City 06720, Mexico
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24
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Augstein P, Heinke P, Nowak A, Salzsieder E, Kerner W. Q-Score Complements the Time in Range in the Evaluation of Short-Term Glycemic Control. J Diabetes Sci Technol 2024:19322968241246209. [PMID: 38641969 DOI: 10.1177/19322968241246209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/21/2024]
Abstract
BACKGROUND AND AIMS The Q-Score is a single-number composite metric that is constructed based on the following components: central glycemic tendency, hyperglycemia, hypoglycemia, and intra- and interday variability. Herein, we refined the Q-Score for the screening and analysis of short-term glycemic control using continuous glucose monitoring (CGM) profiles. METHODS Continuous glucose monitoring profiles were obtained from noninterventional, retrospective cross-sectional studies. The upper limit of the Q-Score component hyperglycemia' that is, the time above target range (TAR), was adjusted from 8.9 to 10 mmol/L (n = 1562 three-day-sensor profiles). A total of 302 people with diabetes mellitus treated with intermittent CGM for ≥14 days were enrolled. The time to stability was determined via correlation-based analysis. RESULTS There was a strong correlation between the Q-Scores of the two TARs, that is, 8.9 and 10 mmol/L (Q-ScoreTAR10 = -0.03 + 1.00 Q-ScoreTAR8.9, r = .997, p < .001). The times to stability of the Q-Score and TIR were 10 and 12 days, respectively. The Q-Score was correlated with fructosamine concentrations, the glucose management indicator (GMI), the time in range (TIR), and the glycemic risk index (GRI) (r = .698, .887, -.874, and .941), respectively. The number of Q-Score components above the target increased as the TIR decreased, from two (1.7 ± 0.9) in CGM profiles with a TIR between 70% and 80% to four (3.9 ± 0.5) in the majority of the CGM profiles with a TIR below 50%. A conversion matrix between the Q-Score and glycemic indices was developed. CONCLUSIONS The Q-Score is a tool for assessing short-term glycemic control. The Q-Score can be translated into clinician opinion using the GRI.
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Affiliation(s)
- Petra Augstein
- Department for Diabetology, Heart and Diabetes Center Karlsburg, Klinikum Karlsburg, Karlsburg, Germany
| | - Peter Heinke
- Institute of Diabetes "Gerhardt Katsch," Karlsburg, Germany
| | - Alexandra Nowak
- Department for Diabetology, Heart and Diabetes Center Karlsburg, Klinikum Karlsburg, Karlsburg, Germany
| | | | - Wolfgang Kerner
- Department for Diabetology, Heart and Diabetes Center Karlsburg, Klinikum Karlsburg, Karlsburg, Germany
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25
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Kalyani RR, Allende-Vigo MZ, Antinori-Lent KJ, Close KL, Das SR, Deroze P, Edelman SV, El Sayed NA, Kerr D, Neumiller JJ, Norton A. Prioritizing Patient Experiences in the Management of Diabetes and Its Complications: An Endocrine Society Position Statement. J Clin Endocrinol Metab 2024; 109:1155-1178. [PMID: 38381587 DOI: 10.1210/clinem/dgad745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Indexed: 02/23/2024]
Abstract
Diabetes can be an arduous journey both for people with diabetes (PWD) and their caregivers. While the journey of every person with diabetes is unique, common themes emerge in managing this disease. To date, the experiences of PWD have not been fully considered to successfully implement the recommended standards of diabetes care in practice. It is critical for health-care providers (HCPs) to recognize perspectives of PWD to achieve optimal health outcomes. Further, existing tools are available to facilitate patient-centered care but are often underused. This statement summarizes findings from multistakeholder expert roundtable discussions hosted by the Endocrine Society that aimed to identify existing gaps in the management of diabetes and its complications and to identify tools needed to empower HCPs and PWD to address their many challenges. The roundtables included delegates from professional societies, governmental organizations, patient advocacy organizations, and social enterprises committed to making life better for PWD. Each section begins with a clinical scenario that serves as a framework to achieve desired health outcomes and includes a discussion of resources for HCPs to deliver patient-centered care in clinical practice. As diabetes management evolves, achieving this goal will also require the development of new tools to help guide HCPs in supporting PWD, as well as concrete strategies for the efficient uptake of these tools in clinical practice to minimize provider burden. Importantly, coordination among various stakeholders including PWD, HCPs, caregivers, policymakers, and payers is critical at all stages of the patient journey.
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Affiliation(s)
- Rita R Kalyani
- Division of Endocrinology, Diabetes, & Metabolism, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | | | | | | | - Sandeep R Das
- Division of Cardiology, UT Southwestern Medical Center, Dallas, TX 75390, USA
| | - Phyllisa Deroze
- dQ&A, The Diabetes Research Company, San Francisco, CA 94117, USA
| | - Steven V Edelman
- Division of Endocrinology, Diabetes & Metabolism at the University of California at San Diego, San Diego, CA 92103, USA
| | - Nuha A El Sayed
- American Diabetes Association, Harvard Medical School, Boston, MA 02215, USA
| | - David Kerr
- Director of Digital Health, Diabetes Technology Society, Santa Barbara, CA 94010, USA
| | - Joshua J Neumiller
- Department of Pharmacotherapy, College of Pharmacy and Pharmaceutical Sciences, Washington State University, Spokane, WA 99202, USA
| | - Anna Norton
- DiabetesSisters, #180, 1112 W Boughton Road, Bolingbrook, IL 60440, USA
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Rodríguez-Muñoz A, Picón-César MJ, Tinahones FJ, Martínez-Montoro JI. Type 1 diabetes-related distress: Current implications in care. Eur J Intern Med 2024:S0953-6205(24)00136-5. [PMID: 38609810 DOI: 10.1016/j.ejim.2024.03.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 03/18/2024] [Accepted: 03/25/2024] [Indexed: 04/14/2024]
Abstract
Type 1 diabetes (T1D) is a complex chronic disease associated with major health and economic consequences, also involving important issues in the psychosocial sphere. In this regard, T1D-related distress, defined as the emotional burden of living with T1D, has emerged as a specific entity related to the disease. Diabetes distress (DD) is an overlooked but prevalent condition in people living with T1D, and has significant implications in both glycemic control and mental health in this population. Although overlapping symptoms may be found between DD and mental health disorders, specific approaches should be performed for the diagnosis of this problem. In recent years, different DD-targeted interventions have been postulated, including behavioral and psychosocial strategies. Moreover, new technologies in this field may be helpful to address DD in people living with T1D. In this article, we summarize the current knowledge on T1D-related distress, and we also discuss the current approaches and future perspectives in its management.
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Affiliation(s)
- Alba Rodríguez-Muñoz
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Málaga, Spain
| | - María José Picón-César
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Málaga, Spain; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
| | - Francisco J Tinahones
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Málaga, Spain; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain; Faculty of Medicine, University of Málaga, Málaga, Spain
| | - José Ignacio Martínez-Montoro
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Málaga, Spain; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain; Faculty of Medicine, University of Málaga, Málaga, Spain.
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27
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Deng C, Xie Y, Liu F, Tang X, Fan L, Yang X, Chen Y, Zhou Z, Li X. Simplified integration of optimal self-management behaviors is associated with improved HbA1c in patients with type 1 diabetes. J Endocrinol Invest 2024:10.1007/s40618-024-02357-8. [PMID: 38602658 DOI: 10.1007/s40618-024-02357-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 03/04/2024] [Indexed: 04/12/2024]
Abstract
PURPOSE Living with type 1 diabetes requires burdensome and complex daily diabetes self-management behaviors. This study aimed to determine the association between integrated behavior performance and HbA1c, while identifying the behavior with the most significant impact on HbA1c. METHODS A simple and feasible questionnaire was used to collect diabetes self-management behavior in patients with type 1 diabetes (n = 904). We assessed six dimensions of behavior performance: continuous glucose monitor (CGM) usage, frequent glucose testing, insulin pump usage, carbohydrate counting application, adjustment of insulin doses, and usage of apps for diabetes management. We evaluated the association between these behaviors and HbA1c. RESULTS In total, 21.3% of patients performed none of the allotted behavior, while 28.5% of patients had a total behavior score of 3 or more. 63.6% of patients with a behavior score ≥ 3 achieved HbA1c goal, contrasting with only 30.4% of patients with a behavior score of 0-1. There was a mean 0.54% ± 0.05% decrease in HbA1c for each 1-unit increase in total behavior score after adjustment for age, family education and diabetes duration. Each behavior was independently correlated with a lower HbA1c level, with CGM having the most significant effect on HbA1c levels. CONCLUSIONS Six optimal self-management behaviors, especially CGM usage, were associated with improved glycemic control, emphasizing the feasibility of implementing a simplified version of DSMES in the routine clinical care. REGISTRATION NUMBER ClinicalTrials.gov Identifier: NCT03610984.
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Affiliation(s)
- C Deng
- Department of Metabolism and Endocrinology, Key Laboratory of Diabetes Immunology, Ministry of Education, National Clinical Research Center for Metabolic Diseases, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Y Xie
- Department of Metabolism and Endocrinology, Key Laboratory of Diabetes Immunology, Ministry of Education, National Clinical Research Center for Metabolic Diseases, The Second Xiangya Hospital of Central South University, Changsha, China
| | - F Liu
- Department of Metabolism and Endocrinology, Key Laboratory of Diabetes Immunology, Ministry of Education, National Clinical Research Center for Metabolic Diseases, The Second Xiangya Hospital of Central South University, Changsha, China
| | - X Tang
- Department of Metabolism and Endocrinology, Key Laboratory of Diabetes Immunology, Ministry of Education, National Clinical Research Center for Metabolic Diseases, The Second Xiangya Hospital of Central South University, Changsha, China
| | - L Fan
- Department of Metabolism and Endocrinology, Key Laboratory of Diabetes Immunology, Ministry of Education, National Clinical Research Center for Metabolic Diseases, The Second Xiangya Hospital of Central South University, Changsha, China
| | - X Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China
| | - Y Chen
- Department of Metabolism and Endocrinology, Key Laboratory of Diabetes Immunology, Ministry of Education, National Clinical Research Center for Metabolic Diseases, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Z Zhou
- Department of Metabolism and Endocrinology, Key Laboratory of Diabetes Immunology, Ministry of Education, National Clinical Research Center for Metabolic Diseases, The Second Xiangya Hospital of Central South University, Changsha, China.
| | - X Li
- Department of Metabolism and Endocrinology, Key Laboratory of Diabetes Immunology, Ministry of Education, National Clinical Research Center for Metabolic Diseases, The Second Xiangya Hospital of Central South University, Changsha, China.
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Christensen MB, Ranjan AG, Rytter K, McCarthy OM, Schmidt S, Nørgaard K. Automated Insulin Delivery in Adults With Type 1 Diabetes and Suboptimal HbA 1c During Prior Use of Insulin Pump and Continuous Glucose Monitoring: A Randomized Controlled Trial. J Diabetes Sci Technol 2024:19322968241242399. [PMID: 38600822 DOI: 10.1177/19322968241242399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/12/2024]
Abstract
BACKGROUND Automated insulin delivery (AID) systems offer promise in improving glycemic outcomes for individuals with type 1 diabetes. However, data on those who struggle with suboptimal glycemic levels despite insulin pump and continuous glucose monitoring (CGM) are limited. We conducted a randomized controlled trial to assess the effects of an AID system in this population. METHODS Participants with hemoglobin A1c (HbA1c) ≥ 58 mmol/mol (7.5%) were allocated 1:1 to 14 weeks of treatment with the MiniMed 780G system (AID) or continuation of usual care (UC). The primary endpoint was change in time in range (TIR: 3·9-10·0 mmol/L) from baseline to week 14. After this trial period, the UC group switched to AID treatment while the AID group continued using the system. Both groups were monitored for a total of 28 weeks. RESULTS Forty adults (mean ± SD: age 52 ± 11 years, HbA1c 67 ± 7 mmol/mol [8.3% ± 0.6%], diabetes duration 29 ±13 years) were included. After 14 weeks, TIR increased by 18.7% (95% confidence interval [CI] = 14.5, 22.9%) in the AID group and remained unchanged in the UC group (P < .0001). Hemoglobin A1c decreased by 10.0 mmol/mol (95% CI = 7.0, 13.0 mmol/mol) (0.9% [95% CI = 0.6%, 1.2%]) in the AID group but remained unchanged in the UC group (P < .0001). The glycemic benefits of AID treatment were reproduced after the 14-week extension phase. There were no episodes of severe hypoglycemia or diabetic ketoacidosis during the study. CONCLUSIONS For adults with type 1 diabetes not meeting glycemic targets despite use of insulin pump and CGM, transitioning to an AID system confers considerable glycemic benefits.
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Affiliation(s)
- Merete B Christensen
- Copenhagen University Hospital, Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - Ajenthen G Ranjan
- Copenhagen University Hospital, Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - Karen Rytter
- Copenhagen University Hospital, Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - Olivia M McCarthy
- Copenhagen University Hospital, Steno Diabetes Center Copenhagen, Herlev, Denmark
- Applied Sports, Technology, Exercise and Medicine Research Centre, Swansea University, Swansea, UK
| | - Signe Schmidt
- Copenhagen University Hospital, Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - Kirsten Nørgaard
- Copenhagen University Hospital, Steno Diabetes Center Copenhagen, Herlev, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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Qing X, Jiang J, Yuan C, Xie K, Wang K. Temporal trends in prevalence and disability of chronic kidney disease caused by specific etiologies: an analysis of the Global Burden of Disease Study 2019. J Nephrol 2024; 37:723-737. [PMID: 38512378 DOI: 10.1007/s40620-024-01914-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 01/24/2024] [Indexed: 03/23/2024]
Abstract
BACKGROUND The prevalence of disability in CKD is high. In this context the aim of the present study was to assess the temporal trends of prevalence and disability progression for chronic kidney disease (CKD) caused by specific etiologies. METHODS Using data from the Global Burden of Diseases Study (GBD) 2019, we examined the age-standardized rates of CKD prevalence and disability-adjusted life-years for different etiologies, including Type 1/2 diabetes mellitus (T1DM/T2DM), glomerulonephritis, and hypertension. We also calculated the average annual percentage changes to assess trends. Additionally, we utilized the joinpoint regression model to identify significant shifts over time. RESULTS From 1990 to 2019, the global prevalence of CKD due to various etiologies exhibited an overall increasing trend, albeit with fluctuations. Notably, CKD due to T1DM, glomerulonephritis, and hypertension consistently demonstrated a significant upward trend across all continents, while the prevalence of CKD due to T2DM varied across continents. In terms of disability-adjusted life-years, CKD due to T2DM and hypertension exhibited a significant rising trend over the past 30 years. However, changes in age standardized disability-adjusted life-years for CKD due to different etiologies were not consistent across continents, with an upward trend observed in The Americas and a contrasting trend in Asia. Furthermore, both age-standardized prevalence rate and age standardized disability-adjusted life-year trends for CKD varied significantly across 204 countries and territories. Additionally, a negative association was observed between the Socio-demographic Index and the disability progression of CKD. CONCLUSION The prevalence and disability burden of CKD caused by specific etiologies show substantial heterogeneity worldwide, highlighting significant disparities in the distribution of CKD. It is crucial to implement geographic and personalized strategies in different regions to alleviate the burden of CKD effectively.
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Affiliation(s)
- Xin Qing
- Clinical Laboratory, Boai Hospital of Zhongshan Affiliated to Southern Medical University, Zhongshan, China
- West China Hospital, Sichuan University, Chengdu, China
| | - Junyi Jiang
- Clinical Laboratory, Boai Hospital of Zhongshan Affiliated to Southern Medical University, Zhongshan, China
| | - Chunlei Yuan
- Clinical Laboratory, Boai Hospital of Zhongshan Affiliated to Southern Medical University, Zhongshan, China
| | - Kunke Xie
- Clinical Laboratory, Boai Hospital of Zhongshan Affiliated to Southern Medical University, Zhongshan, China
| | - Ke Wang
- Clinical Laboratory, Boai Hospital of Zhongshan Affiliated to Southern Medical University, Zhongshan, China.
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Lopes V, Peixoto AC, De Sousa Lages A. AdultCarbQuiz for the Portuguese population with type 1 diabetes mellitus: translation, cultural adaptation and validation of its metabolic impact. Acta Diabetol 2024; 61:505-513. [PMID: 38221604 DOI: 10.1007/s00592-023-02223-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 12/01/2023] [Indexed: 01/16/2024]
Abstract
AIMS In type 1 diabetes mellitus (T1DM), functional insulin therapy, based on carbohydrate (CH) counting and individualized insulin-to-carbohydrate ratio, is essential to achieve an adequate metabolic control. However, to date, few tools have been validated to assess patients' knowledge about CH counting, with the AdultCarbQuiz questionnaire having proved to be a reliable method in an American cohort. The aim of this study was to translate, culturally adapt and validate the AdultCarbQuiz questionnaire for the Portuguese population. METHODS: This was a cross-sectional study of patients with T1DM on functional insulin therapy through continuous subcutaneous insulin infusion (CSII). Prior to its application, the AdultCarbQuiz questionnaire was translated and culturally adapted to the Portuguese context. Statistical analyses include descriptive, correlation and intern consistency analysis using IBM® SPSS® Statistics, version 27. RESULT One hundred patients were included, 58% of female sex, with a mean age of 31.09 ± 10.77 years. Mean disease duration was 15.04 ± 9.23 years, and mean CSII usage time was 4.02 ± 3.90 years. The average value of glycated haemoglobin (HbA1c), time in range (TIR), time above range (TAR) and time below range was, respectively, 7.32 ± 0.87, 59.75 ± 14.13, 34.38 ± 15.40 and 5.75 ± 6.58%. The average score of the questionnaire was 30.86 points ± 3.58 points, considered high. The Kuder-Richardson 20 coefficient value was 0.63 for the total score, with a Spearman-Brown value for the half-split of 0.63. Individuals with lower HbA1c values scored significantly higher on knowledge about hypoglycaemia prevention and correction (r = - 0.269, p = 0.007) and on the total questionnaire score (r = - 0.205, p = 0.041). A higher TIR and a lower TAR were also associated with a higher total score (r = 0.274, p = 0.007 and r = - 0.274, p = 0.007, respectively). CONCLUSIONS In this study, the AdultCarbQuiz questionnaire, translated and culturally adapted to the Portuguese context, proved to be a useful tool in assessing knowledge about CH counting in patients with T1DM, allowing to optimize, individually, the therapeutic strategy in consultation.
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Affiliation(s)
- Valentim Lopes
- Endocrinology Department, Hospital of Braga, Rua das Comunidades Lusíadas, 133, 4710-243, Braga, Portugal.
| | | | - Adriana De Sousa Lages
- Endocrinology Department, Hospital of Braga, Rua das Comunidades Lusíadas, 133, 4710-243, Braga, Portugal
- Faculty of Medicine, Universidade of Coimbra, Coimbra, Portugal
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McClure RD, Talbo MK, Bonhoure A, Molveau J, South CA, Lebbar M, Wu Z. Exploring Technology's Influence on Health Behaviours and Well-being in Type 1 Diabetes: a Review. Curr Diab Rep 2024; 24:61-73. [PMID: 38294726 DOI: 10.1007/s11892-024-01534-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/17/2024] [Indexed: 02/01/2024]
Abstract
PURPOSE OF REVIEW Maintaining positive health behaviours promotes better health outcomes for people with type 1 diabetes (T1D). However, implementing these behaviours may also lead to additional management burdens and challenges. Diabetes technologies, including continuous glucose monitoring systems, automated insulin delivery systems, and digital platforms, are being rapidly developed and widely used to reduce these burdens. Our aim was to review recent evidence to explore the influence of these technologies on health behaviours and well-being among adults with T1D and discuss future directions. RECENT FINDINGS Current evidence, albeit limited, suggests that technologies applied in diabetes self-management education and support (DSME/S), nutrition, physical activity (PA), and psychosocial care areas improved glucose outcomes. They may also increase flexibility in insulin adjustment and eating behaviours, reduce carb counting burden, increase confidence in PA, and reduce mental burden. Technologies have the potential to promote health behaviours changes and well-being for people with T1D. More confirmative studies on their effectiveness and safety are needed to ensure optimal integration in standard care practices.
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Affiliation(s)
- Reid D McClure
- Faculty of Kinesiology, Sport and Recreation, University of Alberta, 3-100 University Hall, Edmonton, AB, T6G 2H9, Canada
- Alberta Diabetes Institute, Li Ka Shing Centre, University of Alberta, Edmonton, AB, T6G 2T9, Canada
| | - Meryem K Talbo
- School of Human Nutrition, McGill University, 21111 Lakeshore Dr, Sainte-Anne-de-Bellevue, Quebec, H9X 3V9, Canada
| | - Anne Bonhoure
- Montreal Clinical Research Institute, 110 Pine Ave W, Montreal, QC, H2W 1R7, Canada
- Department of Nutrition, Faculty of Medicine, Universite de Montréal, 2405, Chemin de La Côte-Sainte-Catherine, Montreal, QC, H3T 1A8, Canada
| | - Joséphine Molveau
- Montreal Clinical Research Institute, 110 Pine Ave W, Montreal, QC, H2W 1R7, Canada
- Department of Nutrition, Faculty of Medicine, Universite de Montréal, 2405, Chemin de La Côte-Sainte-Catherine, Montreal, QC, H3T 1A8, Canada
- Univ. Lille, Univ. Artois, Univ. Littoral Côte d'Opale, ULR 7369 - URePSSS - Unité de Recherche Pluridisciplinaire Sport Santé Société, Lille, France
| | - Courtney A South
- School of Human Nutrition, McGill University, 21111 Lakeshore Dr, Sainte-Anne-de-Bellevue, Quebec, H9X 3V9, Canada
| | - Maha Lebbar
- Montreal Clinical Research Institute, 110 Pine Ave W, Montreal, QC, H2W 1R7, Canada
- Department of Nutrition, Faculty of Medicine, Universite de Montréal, 2405, Chemin de La Côte-Sainte-Catherine, Montreal, QC, H3T 1A8, Canada
| | - Zekai Wu
- Montreal Clinical Research Institute, 110 Pine Ave W, Montreal, QC, H2W 1R7, Canada.
- Department of Medicine, Division of Experimental Medicine, McGill University, 1001 Décarie Boulevard, Montreal, QC, H4A 3J1, Canada.
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Avdic T, Eliasson B, Rawshani A, Boren J, Gerstein HC, Nordanstig J, Rihawi M, Beckman JA, McGuire DK, Omerovic E, Sattar N, Bhatt DL, Rawshani A. Non-coronary arterial outcomes in people with type 1 diabetes mellitus: a Swedish retrospective cohort study. THE LANCET REGIONAL HEALTH. EUROPE 2024; 39:100852. [PMID: 38803631 PMCID: PMC11129280 DOI: 10.1016/j.lanepe.2024.100852] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 01/15/2024] [Accepted: 01/17/2024] [Indexed: 05/29/2024]
Abstract
Background Observational studies on long-term trends, risk factor association and importance are scarce for type 1 diabetes mellitus and peripheral arterial outcomes. We set out to investigate trends in non-coronary complications and their relationships with cardiovascular risk factors in persons with type 1 diabetes mellitus compared to matched controls. Methods 34,263 persons with type 1 diabetes mellitus from the Swedish National Diabetes Register and 164,063 matched controls were included. Incidence rates of extracranial large artery disease, aortic aneurysm, aortic dissection, lower extremity artery disease, and diabetic foot syndrome were analyzed using standardized incidence rates and Cox regression. Findings Between 2001 and 2019, type 1 diabetes mellitus incidence rates per 100,000 person-years were as follows: extracranial large artery disease 296.5-84.3, aortic aneurysm 0-9.2, aortic dissection remained at 0, lower extremity artery disease 456.6-311.1, and diabetic foot disease 814.7-77.6. Persons with type 1 diabetes mellitus with cardiometabolic risk factors at target range did not exhibit excess risk of extracranial large artery disease [HR 0.83 (95% CI, 0.20-3.36)] or lower extremity artery disease [HR 0.94 (95% CI, 0.30-2.93)], compared to controls. Persons with type 1 diabetes with all risk factors at baseline, had substantially elevated risk for diabetic foot disease [HR 29.44 (95% CI, 3.83-226.04)], compared to persons with type 1 diabetes with no risk factors. Persons with type 1 diabetes mellitus continued to display a lower risk for aortic aneurysm, even with three cardiovascular risk factors at baseline [HR 0.31 (95% CI, 0.15-0.67)]. Relative importance analyses demonstrated that education, glycated hemoglobin (HbA1c), duration of diabetes and lipids explained 54% of extracranial large artery disease, while HbA1c, smoking and systolic blood pressure explained 50% of lower extremity artery disease and HbA1c alone contributed to 41% of diabetic foot disease. Income, duration of diabetes and body mass index explained 66% of the contribution to aortic aneurysm. Interpretation Peripheral arterial complications decreased in persons with type 1 diabetes mellitus, except for aortic aneurysm which remained low. Besides glycemic control, traditional cardiovascular risk factors were associated with incident outcomes. Risk of these outcomes increased with additional risk factors present. Persons with type 1 diabetes mellitus exhibited a lower risk of aortic aneurysm compared to controls, despite presence of cardiovascular risk factors. Funding Swedish Governmental and the county support of research and education of doctors, the Swedish Heart and Lung Foundation, Sweden and Åke-Wibergs grant.
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Affiliation(s)
- Tarik Avdic
- Sahlgrenska Academy, Gothenburg, Sweden
- Department of Medicine, Sahlgrenska University Hospital Gothenburg, Sweden
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Sweden
| | - Björn Eliasson
- Department of Medicine, Sahlgrenska University Hospital Gothenburg, Sweden
| | - Araz Rawshani
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Sweden
- Wallenberg Laboratory for Cardiovascular and Metabolic Research, Institute of Medicine, University of Gothenburg, Sweden
| | - Jan Boren
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Sweden
- Wallenberg Laboratory for Cardiovascular and Metabolic Research, Institute of Medicine, University of Gothenburg, Sweden
| | - Hertzel C Gerstein
- Population Health Research Institute, McMaster University and Hamilton Health Sciences, Hamilton, ON, Canada
| | - Joakim Nordanstig
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Sweden
- Department of Vascular Surgery at the Sahlgrenska University Hospital, Gothenburg, Sweden
| | | | - Joshua A Beckman
- Division of Vascular Medicine, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Darren K McGuire
- Division of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Parkland Health, Dallas, TX, USA
| | - Elmir Omerovic
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Sweden
- Wallenberg Laboratory for Cardiovascular and Metabolic Research, Institute of Medicine, University of Gothenburg, Sweden
| | - Naveed Sattar
- Institute of Cardiovascular and Medical Sciences, British Heart Foundation Glasgow Cardiovascular Research Centre Division of Cardiology, United Kingdom
| | - Deepak L Bhatt
- Mount Sinai Fuster Heart Hospital, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Aidin Rawshani
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Sweden
- Wallenberg Laboratory for Cardiovascular and Metabolic Research, Institute of Medicine, University of Gothenburg, Sweden
- The Lundberg Laboratory for Diabetes Research, Department of Molecular and Clinical Medicine, University of Gothenburg
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Sander SE, Johansen RF, Caunt S, Søndergaard E, Rolver MG, Sandbæk A, Heller S, Kristensen PL, Molsted S. A Cross-sectional Study on the Impact of Educational Status on Physical Activity Level in Danish and English Adults With Type 1 Diabetes. Can J Diabetes 2024; 48:204-210.e1. [PMID: 38218396 DOI: 10.1016/j.jcjd.2024.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 12/06/2023] [Accepted: 01/04/2024] [Indexed: 01/15/2024]
Abstract
OBJECTIVES Physical activity is associated with improved health in people with type 1 diabetes. However, physical activity level may be associated with socioeconomic status. The primary aim of this study was to investigate the association between education level and physical activity level among people with type 1 diabetes. METHODS In this cross-sectional study, data on physical activity level (high or low) was measured using the Saltin-Grimby Physical Activity Level Scale, and education level (low, medium, or high) was self-reported. RESULTS Respondents were recruited from outpatient clinics (Steno Diabetes Centre Aarhus, Denmark; Nordsjællands Hospital, Denmark; or Sheffield Diabetes and Endocrine Centre, United Kingdom), by health-care personnel from September 2019 to July 2021. A total of 324 people with type 1 diabetes were included (54% male, median age 50 years [interquartile range 30-60 years]). Education level was low in 10%, medium in 33%, and high in 57%. A logistic regression analysis, adjusted for age, sex, cohabitation status and nationality, found that a medium vs. high education level was associated with lower odds of a high physical activity level (odds ratio [OR] 0.55, 95% confidence interval [CI] 0.32-0.94, p=0.029), while no association was found for low vs. high education level with high physical activity level (OR 0.56, 95% CI 0.25-1.29, p=0.173). CONCLUSIONS Medium education level compared with a high education level was associated with a lower level of physical activity in people with type 1 diabetes. Health-care professionals are advised to be attentive of physical activity levels among people with type 1 diabetes.
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Affiliation(s)
- Sarah Elton Sander
- Department of Clinical Research, Nordsjællands Hospital, Hillerød, Denmark.
| | | | - Sharon Caunt
- Academic Directorate of Diabetes and Endocrinology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, United Kingdom
| | - Esben Søndergaard
- Steno Diabetes Centre Aarhus, Aarhus, Denmark; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Monica Gylling Rolver
- Department of Clinical Research, Nordsjællands Hospital, Hillerød, Denmark; Department of Endocrinology and Nephrology, Nordsjællands Hospital, Hillerød, Denmark
| | - Anni Sandbæk
- Department of Clinical Research, Nordsjællands Hospital, Hillerød, Denmark
| | - Simon Heller
- Academic Directorate of Diabetes and Endocrinology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, United Kingdom; Division of Clinical Medicine, School of Medicine and Population Health, University of Sheffield, Sheffield, United Kingdom
| | - Peter Lommer Kristensen
- Department of Endocrinology and Nephrology, Nordsjællands Hospital, Hillerød, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Stig Molsted
- Department of Clinical Research, Nordsjællands Hospital, Hillerød, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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van Bon AC, Blauw H, Jansen TJP, Laverman GD, Urgert T, Geessink-Mennink J, Mulder AH, Out M, Groote Veldman R, Onvlee AJ, Schouwenberg BJJW, Vermeulen MAR, Diekman MJM, Gerding MN, van Wijk JPH, Klaassen M, Witkop M, DeVries JH. Bihormonal fully closed-loop system for the treatment of type 1 diabetes: a real-world multicentre, prospective, single-arm trial in the Netherlands. Lancet Digit Health 2024; 6:e272-e280. [PMID: 38443309 DOI: 10.1016/s2589-7500(24)00002-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 11/15/2023] [Accepted: 01/05/2024] [Indexed: 03/07/2024]
Abstract
BACKGROUND Management of insulin administration for intake of carbohydrates and physical activity can be burdensome for people with type 1 diabetes on hybrid closed-loop systems. Bihormonal fully closed-loop (FCL) systems could help reduce this burden. In this trial, we assessed the long-term performance and safety of a bihormonal FCL system. METHODS The FCL system (Inreda AP; Inreda Diabetic, Goor, Netherlands) that uses two hormones (insulin and glucagon) was assessed in a 1 year, multicentre, prospective, single-arm intervention trial in adults with type 1 diabetes. Participants were recruited in eight outpatient clinics in the Netherlands. We included adults with type 1 diabetes aged 18-75 years who had been using flash glucose monitoring or continuous glucose monitors for at least 3 months. Study visits were integrated into standard care, usually every three months, to evaluate glycaemic control, adverse events, and person-reported outcomes. The primary endpoint was time in range (TIR; glucose concentration 3·9-10·0 mmol/L) after 1 year. The study is registered in the Dutch Trial Register, NL9578. FINDINGS Between June 1, 2021, and March 2, 2022, we screened 90 individuals and enrolled 82 participants; 78 were included in the analyses. 79 started the intervention and 71 were included in the 12 month analysis. Mean age was 47.7 (SD 12·4) years and 38 (49%) were female participants. The mean preintervention TIR of participants was 55·5% (SD 17·2). After 1 year of FCL treatment, mean TIR was 80·3% (SD 5·4) and median time below range was 1·36% (IQR 0·80-2·11). Questionnaire scores improved on Problem Areas in Diabetes (PAID) from 30·0 (IQR 18·8-41·3) preintervention to 10·0 (IQR 3·8-21·3; p<0·0001) at 12 months and on World Health Organization-Five Well-Being Index (WHO-5) from 60·0 (IQR 44·0-72·0) preintervention to 76·0 (IQR 60·0-80·0; p<0·0001) at 12 months. Five serious adverse events were reported (one cerebellar stroke, two severe hypoglycaemic, and two hyperglycaemic events). INTERPRETATION Real-world data obtained in this trial demonstrate that use of the bihormonal FCL system was associated with good glycaemic control in patients who completed 1 year of treatment, and could help relieve these individuals with type 1 diabetes from making treatment decisions and the burden of carbohydrate counting. FUNDING Inreda Diabetic.
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Affiliation(s)
- A C van Bon
- Department of Internal Medicine, Rijnstate Hospital, Arnhem, Netherlands.
| | - H Blauw
- Inreda Diabetic, Goor, Netherlands
| | | | - G D Laverman
- Department of Internal Medicine, ZGT Hospital, Hengelo, Netherlands
| | - T Urgert
- Department of Internal Medicine, ZGT Hospital, Hengelo, Netherlands
| | - J Geessink-Mennink
- Department of Internal Medicine, Slingeland Hospital, Doetinchem, Netherlands
| | - A H Mulder
- Department of Internal Medicine, Slingeland Hospital, Doetinchem, Netherlands
| | - M Out
- Department of Internal Medicine, MST, Enschede, Netherlands
| | | | - A J Onvlee
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, Netherlands
| | - B J J W Schouwenberg
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, Netherlands
| | | | - M J M Diekman
- Department of Internal Medicine, Deventer Hospital, Deventer, Netherlands
| | - M N Gerding
- Department of Internal Medicine, Deventer Hospital, Deventer, Netherlands
| | - J P H van Wijk
- Department of Internal Medicine, Hospital Gelderse Vallei, Ede, Netherlands
| | | | - M Witkop
- Inreda Diabetic, Goor, Netherlands
| | - J H DeVries
- Department of Internal Medicine, Amsterdam UMC, Amsterdam, Netherlands
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Lang H, Lin N, Chen X, Xiang J, Zhang X, Kang C. Repressing miR-23a promotes the transdifferentiation of pancreatic α cells to β cells via negatively regulating the expression of SDF-1α. PLoS One 2024; 19:e0299821. [PMID: 38517864 PMCID: PMC10959391 DOI: 10.1371/journal.pone.0299821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Accepted: 02/15/2024] [Indexed: 03/24/2024] Open
Abstract
Pancreatic β-cell failure is a pathological feature in type 1 diabetes. One promising approach involves inducing transdifferentiation of related pancreatic cell types, specifically α cells that produce glucagon. The chemokine stromal cell-derived factor-1 alpha (SDF-1α) is implicated in pancreatic α-to-β like cell transition. Here, the serum level of SDF-1α was lower in T1D with C-peptide loss, the miR-23a was negatively correlated with SDF-1α. We discovered that exosomal miR-23a, secreted from β cells, functionally downregulates the expression of SDF-1α, leading to increased Pax4 expression and decreased Arx expression in vivo. Adenovirus-vectored miR-23a sponge and mimic were constructed to further explored the miR-23a on pancreatic α-to-β like cell transition in vitro, which yielded results consistent with our cell-based assays. Suppression of miR-23a upregulated insulin level and downregulated glucagon level in STZ-induced diabetes mice models, effectively promoting α-to-β like cell transition. Our findings highlight miR-23a as a new therapeutic target for regenerating pancreatic β cells from α cells.
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Affiliation(s)
- Hongmei Lang
- Department of General Medicine, Chengdu Second People’s Hospital, Chengdu, Sichuan Province, China
| | - Ning Lin
- Department of Clinical Nutrition, the General Hospital of Western Theater Command, Chengdu, Sichuan Province, China
| | - Xiaorong Chen
- Department of General Medicine, Chengdu Second People’s Hospital, Chengdu, Sichuan Province, China
- College of Medicine of Southwest Jiaotong University, Chengdu, Sichuan Province, China
| | - Jie Xiang
- Department of General Medicine, Chengdu Second People’s Hospital, Chengdu, Sichuan Province, China
- College of Medicine of Southwest Jiaotong University, Chengdu, Sichuan Province, China
| | - Xingping Zhang
- Department of General Medicine, Chengdu Second People’s Hospital, Chengdu, Sichuan Province, China
| | - Chao Kang
- Department of Clinical Nutrition, the General Hospital of Western Theater Command, Chengdu, Sichuan Province, China
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Hawks ZW, Beck ED, Jung L, Fonseca LM, Sliwinski MJ, Weinstock RS, Grinspoon E, Xu I, Strong RW, Singh S, Van Dongen HPA, Frumkin MR, Bulger J, Cleveland MJ, Janess K, Kudva YC, Pratley R, Rickels MR, Rizvi SR, Chaytor NS, Germine LT. Dynamic associations between glucose and ecological momentary cognition in Type 1 Diabetes. NPJ Digit Med 2024; 7:59. [PMID: 38499605 PMCID: PMC10948782 DOI: 10.1038/s41746-024-01036-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 02/14/2024] [Indexed: 03/20/2024] Open
Abstract
Type 1 diabetes (T1D) is a chronic condition characterized by glucose fluctuations. Laboratory studies suggest that cognition is reduced when glucose is very low (hypoglycemia) and very high (hyperglycemia). Until recently, technological limitations prevented researchers from understanding how naturally-occurring glucose fluctuations impact cognitive fluctuations. This study leveraged advances in continuous glucose monitoring (CGM) and cognitive ecological momentary assessment (EMA) to characterize dynamic, within-person associations between glucose and cognition in naturalistic environments. Using CGM and EMA, we obtained intensive longitudinal measurements of glucose and cognition (processing speed, sustained attention) in 200 adults with T1D. First, we used hierarchical Bayesian modeling to estimate dynamic, within-person associations between glucose and cognition. Consistent with laboratory studies, we hypothesized that cognitive performance would be reduced at low and high glucose, reflecting cognitive vulnerability to glucose fluctuations. Second, we used data-driven lasso regression to identify clinical characteristics that predicted individual differences in cognitive vulnerability to glucose fluctuations. Large glucose fluctuations were associated with slower and less accurate processing speed, although slight glucose elevations (relative to person-level means) were associated with faster processing speed. Glucose fluctuations were not related to sustained attention. Seven clinical characteristics predicted individual differences in cognitive vulnerability to glucose fluctuations: age, time in hypoglycemia, lifetime severe hypoglycemic events, microvascular complications, glucose variability, fatigue, and neck circumference. Results establish the impact of glucose on processing speed in naturalistic environments, suggest that minimizing glucose fluctuations is important for optimizing processing speed, and identify several clinical characteristics that may exacerbate cognitive vulnerability to glucose fluctuations.
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Affiliation(s)
- Z W Hawks
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA.
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
| | - E D Beck
- Department of Psychology, University of California Davis, Davis, CA, USA
| | - L Jung
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
| | - L M Fonseca
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA
- Programa Terceira Idade (PROTER, Old Age Research Group), Department and Institute of Psychiatry, University of São Paulo School of Medicine, São Paulo, Brazil
| | - M J Sliwinski
- Department of Human Development and Family Studies, Center for Healthy Aging, Pennsylvania State University, State College, PA, USA
| | | | - E Grinspoon
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
| | - I Xu
- Department of Psychology, University of Notre Dame, Notre Dame, IN, USA
| | - R W Strong
- The Many Brains Project, Belmont, MA, USA
| | - S Singh
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - H P A Van Dongen
- Sleep and Performance Research Center & Department of Translational Medicine and Physiology, Washington State University, Spokane, WA, USA
| | - M R Frumkin
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - J Bulger
- SUNY Upstate Medical University, Syracuse, NY, USA
| | - M J Cleveland
- Department of Human Development, Washington State University, Pullman, WA, USA
| | - K Janess
- Jaeb Center for Health Research, Tampa, FL, USA
| | - Y C Kudva
- Division of Endocrinology, Diabetes and Nutrition, Mayo Clinic, Rochester, MN, USA
| | - R Pratley
- AdventHealth Translational Research Institute, Orlando, FL, USA
| | - M R Rickels
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - S R Rizvi
- Division of Endocrinology, Diabetes and Nutrition, Mayo Clinic, Rochester, MN, USA
| | - N S Chaytor
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA
| | - L T Germine
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
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Della Pepa G, Lupoli R, Masulli M, Boccia R, De Angelis R, Gianfrancesco S, Piccolo R, Rainone C, Rivellese AA, Annuzzi G, Bozzetto L. Blood glucose control and metabolic dysfunction-associated steatotic liver disease in people with type 1 diabetes. J Endocrinol Invest 2024:10.1007/s40618-024-02333-2. [PMID: 38498227 DOI: 10.1007/s40618-024-02333-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 02/07/2024] [Indexed: 03/20/2024]
Abstract
PURPOSE Metabolic dysfunction-associated steatotic liver disease (MASLD) may have distinctive pathophysiological features in type 1 diabetes (T1D). We evaluated the independent role of blood glucose control on MASLD in T1D. METHODS In a cross-sectional study on 659 T1D adult patients, MASLD was assessed by the Fatty Liver Index (FLI) and the Hepatic Steatosis Index (HSI). Anthropometric, biochemical, and clinical parameters were retrieved from electronic records. Blood glucose control status was evaluated by dividing participants into subgroups according to the median value of HbA1c [7.6% (60 mmol/mol)], and this analysis was repeated excluding overweight/obese patients. RESULTS Patients with HbA1c above 7.6% (60 mmol/mol) showed significantly higher MASLD indices (HSI 38 ± 6 vs. 36 ± 5, p < 0.001; FLI 26 ± 26 vs.19 ± 19, p < 0.001), and higher proportions of MASLD identified by HSI (57 vs. 44%, p < 0.001) and FLI (14 vs. 7%, p < 0.001) than patients with HbA1c below 7.6% (60 mmol/mol). Similar results were obtained for HSI after the exclusion of overweight/obese patients. Stepwise linear regression analysis confirmed that HbA1c was independently associated with HSI (r = 0.496, p = 0.009) and FLI (r = 0.722, p = 0.007); waist circumference with HSI (r = 0.492, p < 0.001); and waist circumference (r = 0.700, p < 0.001), HDL cholesterol (r = 0.719, p < 0.001), and LDL cholesterol (r = 0.712, p < 0.001) with FLI. CONCLUSIONS Blood glucose control is a main factor associated with MASLD in adults with T1D, also independently of overweight and obesity. Appropriate therapeutic strategies focused on tight blood glucose control may also be needed for the prevention and treatment of MASLD in T1D.
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Affiliation(s)
- G Della Pepa
- Department of Clinical Medicine and Surgery, Federico II University, Via Sergio Pansini 5, 80131, Naples, Italy
- Cardiometabolic Risk Unit, Institute of Clinical Physiology, National Research Council-CNR, Via Giuseppe Moruzzi 1, 56100, Pisa, Italy
| | - R Lupoli
- Department of Molecular Medicine and Medical Biotechnology, Federico II University, Via Sergio Pansini 5, 80131, Naples, Italy
| | - M Masulli
- Department of Clinical Medicine and Surgery, Federico II University, Via Sergio Pansini 5, 80131, Naples, Italy
| | - R Boccia
- Department of Clinical Medicine and Surgery, Federico II University, Via Sergio Pansini 5, 80131, Naples, Italy
| | - R De Angelis
- Department of Clinical Medicine and Surgery, Federico II University, Via Sergio Pansini 5, 80131, Naples, Italy
| | - S Gianfrancesco
- Department of Clinical Medicine and Surgery, Federico II University, Via Sergio Pansini 5, 80131, Naples, Italy
| | - R Piccolo
- Department of Clinical Medicine and Surgery, Federico II University, Via Sergio Pansini 5, 80131, Naples, Italy
| | - C Rainone
- Department of Clinical Medicine and Surgery, Federico II University, Via Sergio Pansini 5, 80131, Naples, Italy
| | - A A Rivellese
- Department of Clinical Medicine and Surgery, Federico II University, Via Sergio Pansini 5, 80131, Naples, Italy
| | - G Annuzzi
- Department of Clinical Medicine and Surgery, Federico II University, Via Sergio Pansini 5, 80131, Naples, Italy.
| | - L Bozzetto
- Department of Clinical Medicine and Surgery, Federico II University, Via Sergio Pansini 5, 80131, Naples, Italy
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Yuan S, Jiang F, Chen J, Lebwohl B, Green PHR, Leffler D, Larsson SC, Li X, Ludvigsson JF. Phenome-wide Mendelian randomization analysis reveals multiple health comorbidities of coeliac disease. EBioMedicine 2024; 101:105033. [PMID: 38382313 PMCID: PMC10900254 DOI: 10.1016/j.ebiom.2024.105033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 01/28/2024] [Accepted: 02/09/2024] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND Coeliac disease (CeD) has been associated with a broad range of diseases in observational data; however, whether these associations are causal remains undetermined. We conducted a phenome-wide Mendelian randomization analysis (MR-PheWAS) to investigate the comorbidities of CeD. METHODS Single nucleotide polymorphisms (SNPs) associated with CeD at the genome-wide significance threshold and without linkage disequilibrium (R2 <0.001) were selected from a genome-wide association study including 12,041 CeD cases as the instrumental variables. We first constructed a polygenic risk score for CeD and estimated its associations with 1060 unique clinical outcomes in the UK Biobank study (N = 385,917). We then used two-sample MR analysis to replicate the identified associations using data from the FinnGen study (N = 377,277). We performed a secondary analysis using a genetic instrument without extended MHC gene SNPs. FINDINGS Genetic liability to CeD was associated with 68 clinical outcomes in the UK Biobank, and 38 of the associations were replicated in the FinnGen study. Genetic liability to CeD was associated with a higher risk of several autoimmune diseases (type 1 diabetes and its complications, Graves' disease, Sjögren syndrome, chronic hepatitis, systemic and cutaneous lupus erythematosus, and sarcoidosis), non-Hodgkin's lymphoma, and osteoporosis and a lower risk of prostate diseases. The associations for type 1 diabetes and non-Hodgkin's lymphoma attenuated when excluding SNPs in the MHC region, indicating shared genetic aetiology. INTERPRETATION This study uncovers multiple clinical outcomes associated with genetic liability to CeD, which suggests the necessity of comorbidity monitoring among this population. FUNDING This project was funded by Karolinska Institutet and the Swedish Research Council.
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Affiliation(s)
- Shuai Yuan
- School of Public Health and the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China; Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
| | - Fangyuan Jiang
- School of Public Health and the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Jie Chen
- School of Public Health and the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Benjamin Lebwohl
- Department of Medicine, Celiac Disease Center at Columbia University Medical Center, New York, NY, USA
| | - Peter H R Green
- Departments of Medicine and Surgical Pathology, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Daniel Leffler
- The Celiac Center at Beth Israel Deaconess Medical Center, Harvard Medical School, USA
| | - Susanna C Larsson
- Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden; Unit of Medical Epidemiology, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Xue Li
- School of Public Health and the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
| | - Jonas F Ludvigsson
- Department of Medicine, Celiac Disease Center at Columbia University Medical Center, New York, NY, USA; Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden; Department of Pediatrics, Orebro University Hospital, Orebro, Sweden.
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Deng C, Xie Y, Li J, Jiang H, Niu X, Yan D, Su H, Kuang H, Tian L, Liu J, Jiang S, Quan H, Xu J, Wu X, Tao N, Sun S, Tang X, Chen Y, Fan L, Li X, Zhou Z. Care, control and complications of hospitalised patients with type 1 diabetes in China: A nationwide-based registry study. Diabetes Metab Res Rev 2024; 40:e3796. [PMID: 38529788 DOI: 10.1002/dmrr.3796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 01/17/2024] [Accepted: 03/11/2024] [Indexed: 03/27/2024]
Abstract
AIMS To evaluate the status quo of type 1 diabetes (T1D) management and characteristics of hospitalised patients with T1D in China through a nationwide multicentre registry study, the China Diabetes Type 1 Study (CD1S). MATERIALS AND METHODS Clinical data from the electronic hospital records of all people with T1D were retrospectively collected in 13 tertiary hospitals across 7 regions of China from January 2016 to December 2021. Patients were defined as newly diagnosed who received a diagnosis of diabetes for less than 3 months. RESULTS Among the 4993 people with T1D, the median age (range) at diagnosis was 23.0 (1.0-87.0) years and the median disease duration was 2.0 years. The median haemoglobin A1c (HbA1c) level was 10.7%. The prevalence of obesity, overweight, dyslipidemia, and hypertension were 2.5%, 10.8%, 62.5% and 25.9%, respectively. The incidence rate of diabetic ketoacidosis at disease onset was 41.1%, with the highest in children <10 years of age (50.6%). In patients not newly diagnosed, 60.7% were diagnosed with at least one chronic diabetic complication, with the highest proportion (45.3%) of diabetic peripheral neuropathy. Chronic complications were detected in 79.2% of people with T1D duration ≥10 years. CONCLUSIONS In the most recent years, there were still unsatisfactory metabolic control and high incidence of diabetic ketoacidosis as well as chronic diabetic complications among inpatients with T1D in China. The ongoing CD1S prospective study aims to improve the quality of T1D management nationally.
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Affiliation(s)
- Chao Deng
- Department of Metabolism and Endocrinology, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Yuting Xie
- Department of Metabolism and Endocrinology, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Juan Li
- Department of Metabolism and Endocrinology, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Hongwei Jiang
- Henan Key Laboratory of Rare Diseases, Endocrinology and Metabolism Center, The First Affiliated Hospital, College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China
| | - Xiaohong Niu
- Department of Endocrinology, Changzhi Medical College Affiliated Heji Hospital, Changzhi, China
| | - Dewen Yan
- Department of Endocrinology, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen Clinical Research Center for Metabolic Diseases, Shenzhen Center for Diabetes Control and Prevention, Shenzhen, China
| | - Heng Su
- Department of Endocrinology and Metabolism, First People's Hospital of Yunnan Province (The Affiliated Hospital of Kunming University of Science and Technology), Kunming, China
| | - Hongyu Kuang
- The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Liming Tian
- Department of Endocrinology, Gansu Provincial Hospital, Lanzhou, China
| | - Jing Liu
- Department of Endocrinology, Gansu Provincial Hospital, Lanzhou, China
| | - Sheng Jiang
- Department of Endocrinology, The First Affiliated Hospital of Xinjiang Medical University, Xinjiang, China
| | - Huibiao Quan
- Department of Endocrinology, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Jixiong Xu
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Xiaohong Wu
- Department of Endocrinology, Geriatric Medicine Center, Key Laboratory of Endocrine Gland Diseases of Zhejiang Province, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Zhejiang, China
| | - Na Tao
- Department of Endocrinology, The Kunming Children's Hospital, Kunming, China
| | - Shuguang Sun
- Department of Endocrinology, The First Affiliated Hospital of Dali University, Dali, China
| | - Xiaohan Tang
- Department of Metabolism and Endocrinology, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Yan Chen
- Department of Metabolism and Endocrinology, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Li Fan
- Department of Metabolism and Endocrinology, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Xia Li
- Department of Metabolism and Endocrinology, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Zhiguang Zhou
- Department of Metabolism and Endocrinology, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, The Second Xiangya Hospital of Central South University, Changsha, China
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Pleus S, Tytko A, Landgraf R, Heinemann L, Werner C, Müller-Wieland D, Ziegler AG, Müller UA, Freckmann G, Kleinwechter H, Schleicher E, Nauck M, Petersmann A. Definition, Classification, Diagnosis and Differential Diagnosis of Diabetes Mellitus: Update 2023. Exp Clin Endocrinol Diabetes 2024; 132:112-124. [PMID: 38378016 DOI: 10.1055/a-2166-6643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/22/2024]
Affiliation(s)
- Stefan Pleus
- Institut für Diabetes-Technologie Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | | | | | - Lutz Heinemann
- Science-Consulting in Diabetes GmbH, Düsseldorf, Germany
| | - Christoph Werner
- Department of Internal Medicine III, University Hospital Jena, Jena, Germany
| | | | | | - Ulrich A Müller
- Practice for Endocrinology and Diabetology, Dr. Kielstein Ambulante Medizinische Versorgung GmbH, Jena, Germany
| | - Guido Freckmann
- Institut für Diabetes-Technologie Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | | | - Erwin Schleicher
- Institute of Clinical Chemistry and Pathobiochemistry - Central Laboratory, University Hospital Tübingen, Tübingen, Germany
- German Center for Diabetes Research (DZD) Munich-Neuherberg, Munich-Neuherberg, Germany
| | - Matthias Nauck
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Greifswald, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Greifswald, University Medicine, Greifswald, Germany
| | - Astrid Petersmann
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Greifswald, Germany
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Oldenburg, Oldenburg, Germany
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41
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Danne T, Heinemann L, Pieber TR. New Insulins, Biosimilars, and Insulin Therapy. Diabetes Technol Ther 2024; 26:S45-S67. [PMID: 38441455 DOI: 10.1089/dia.2024.2504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/07/2024]
Affiliation(s)
- Thomas Danne
- Diabetes-Zentrum für Kinder and Jugendliche, Kinder- und Jugendkrankenhaus "AUF DER BULT," Hannover, Germany
| | - Lutz Heinemann
- Science Consulting in Diabetes GmbH, Düsseldorf, Germany
| | - Thomas R Pieber
- Department of Internal Medicine, Division of Endocrinology and Diabetology, Medical University of Graz, Graz, Austria
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Grosman B, Roy A, Lintereur L, Turksoy K, Benedetti A, Cordero TL, Vigersky RA, McVean J, Rhinehart AS, Cohen O. A Peek Under the Hood: Explaining the MiniMed™ 780G Algorithm with Meal Detection Technology. Diabetes Technol Ther 2024; 26:17-23. [PMID: 38377324 DOI: 10.1089/dia.2023.0446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/22/2024]
Abstract
The MiniMed™ 780G system (780G) received Conformité Européenne mark in June 2020 and was, recently, approved by the U.S. Food and Drug Administration (April 2023). Clinical trials and real-world analyses have demonstrated MiniMed™ 780G system safety and effectiveness and that glycemic outcomes (i.e., time in range) improve with recommended settings use. In this publication, we will explain the iterative development of the 780G algorithm and how this technology has simplified diabetes management.
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Affiliation(s)
| | - Anirban Roy
- Medtronic Diabetes, Northridge, California, USA
| | | | | | | | | | | | | | | | - Ohad Cohen
- Medtronic Diabetes, Northridge, California, USA
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Takizawa H, Ogawa O. A Case of Type 1 Diabetes Mellitus With Endogenous Insulin Secretory Depletion Confirmed in Two Weeks. Cureus 2024; 16:e55616. [PMID: 38586619 PMCID: PMC10995755 DOI: 10.7759/cureus.55616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/05/2024] [Indexed: 04/09/2024] Open
Abstract
Type 1 diabetes mellitus (T1DM) is manifested as a decrease in endogenous insulin secretion. With this report, we present a case of T1DM where a rapid decline in insulin secretion was observed in a short span of time. A 56-year-old female patient presented with cold-like symptoms with subsequent dry mouth and malaise to the hospital. Three weeks later, she was diagnosed with diabetic ketoacidosis based on the presence of hyperglycemia, metabolic acidosis, and positive ketone bodies. Her serum connecting peptide (CPR) levels substantially decreased (1.31 to 0.19 ng/mL after two weeks) and she was eventually diagnosed with T1DM. We hypothesized that a subtype T1DM with a longer beta cell loss rate than conventional fulminant type 1 diabetes was involved. This subtype showed characteristics of immune checkpoint inhibitor-associated fulminant type 1 diabetes and is suggested to exist among those diagnosed with conventional acute-onset type 1 diabetes. Finally, we recommend that diabetic ketoacidosis of unknown etiology should be investigated for the concurrent presence of T1DM.
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Affiliation(s)
- Hiroki Takizawa
- Department of Diabetes and Endocrinology, Kameda Medical Center, Kamogawa-City, JPN
- Department of Metabolism and Endocrinology, Juntendo University Graduate School, Tokyo, JPN
| | - Osamu Ogawa
- Department of Diabetes and Endocrinology, Kameda Medical Center, Kamogawa-City, JPN
- Information Management Headquarters, Kameda Medical Center, Kamogawa-City, JPN
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Lanzarin JVM, Sabage LE, Louro MD, Martins RLDM, Santos JLF, Zajdenverg L, Negrato CA. Lack of association between month of birth and risk of developing type 1 diabetes in Brazil: a 40-year analysis. J Pediatr Endocrinol Metab 2024; 37:123-129. [PMID: 38154033 DOI: 10.1515/jpem-2023-0431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 12/09/2023] [Indexed: 12/30/2023]
Abstract
OBJECTIVES Seasonal environment at birth may influence diabetes incidence in later life. We sought evidence for this effect and analyzed the association between the month of birth and the risk of developing type 1 diabetes mellitus (T1DM). METHODS This was a cohort study carried out with 814 patients diagnosed with T1DM in the region of Bauru - São Paulo State, Brazil, receiving medical care in a private Endocrinology clinic or in the public Brazilian National Health Care System, from 1981 to 2021. All live births that occurred in São Paulo State between 1974 and 2020 were classified by month of birth and were considered as the control group. RESULTS We found no statistically significant difference (χ2=16.31, critical 19.68) between the month of birth and risk of developing T1DM, when comparing our patients with the background population of the region. There was no association between the month of birth, sex, age at diagnosis, duration of symptoms before diagnosis, self-reported color, and socioeconomic status. CONCLUSIONS We found no association between month of birth and the risk of developing T1DM in this highly admixed South American population. Our data suggest that our population heterogeneity and geographic location may be important factors in the development of T1DM. Future prospective studies, evaluating environmental factors that may confer risk or protection to the disease, are warranted.
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Affiliation(s)
| | | | | | | | | | - Lenita Zajdenverg
- Department of Clinical Medicine, Universidade Federal do Rio de Janeiro, RJ, Brazil
| | - Carlos Antonio Negrato
- Bauru School of Dentistry and Hospital for Rehabilitation of Craniofacial Anomalies, University of São Paulo, Bauru, SP, Brazil
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Stocco A, Trawley S, Kong YW, Yuan CY, Kiburg K, Pham C, Brown K, Partovi A, Roem K, Harrison N, Fourlanos S, Ekinci EI, O'Neal DN. "You can hide it if you want to, you can let it be seen if you want to": A qualitative study of the lived experiences of Australian adults with type 1 diabetes using the Omnipod DASH® system. Diabetes Res Clin Pract 2024; 208:111123. [PMID: 38309532 DOI: 10.1016/j.diabres.2024.111123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 01/10/2024] [Accepted: 01/29/2024] [Indexed: 02/05/2024]
Abstract
AIMS Understanding the lived experience of using a tubeless insulin pump and how this differs compared to usual care (tubed insulin pump therapy (IPT) vs multiple daily injections (MDI)). METHODS Interviews were conducted after 12-weeks of using the Omnipod DASH Insulin Management System (Insulet, Acton, MA) and analysed using thematic analysis. RESULTS Fifty-eight adults (35 female; mean age 42;SD 13 years; 35 previous MDI) were interviewed. Most (84 %) wanted to continue using the device. Experiences fit two themes: 1. Taking back control of my diabetes: many previous MDI users perceived improved glycaemic control, explained by more "nuanced" control, with some reporting positive effects during exercise and sleep. Many previous MDI and IPT users endorsed positive experiences in concealing or disclosing their diabetes to others. However, some previous MDI users reported negative psychosocial experiences due to feeling continuously "attached" to their diabetes. 2. Barriers and facilitators of device acceptability: both MDI and IPT users cited wearability, alarms and the financial cost impacted their choice to continue device use. IPT users reported positive wearability experiences. CONCLUSIONS The tubeless pump improved diabetes management perceptions for both MDI and tubed pump users. However, participants' prior glucose management affected perceptions of its advantages and disadvantages.
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Affiliation(s)
- Amber Stocco
- Cairnmillar Institute, Camberwell, Victoria, Australia
| | - Steven Trawley
- Cairnmillar Institute, Camberwell, Victoria, Australia; Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia.
| | - Yee Wen Kong
- Diabetes Technology Research Group, The University of Melbourne, Melbourne, Victoria, Australia; Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Cheng Yi Yuan
- Diabetes Technology Research Group, The University of Melbourne, Melbourne, Victoria, Australia; Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Katerina Kiburg
- Diabetes Technology Research Group, The University of Melbourne, Melbourne, Victoria, Australia; Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Cecilia Pham
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia; Department of Endocrinology, Austin Health, Melbourne, Victoria, Australia; The Australian Centre for Accelerating Diabetes Innovations (ACADI), The University of Melbourne, Melbourne, Victoria, Australia
| | - Katrin Brown
- Diabetes Technology Research Group, The University of Melbourne, Melbourne, Victoria, Australia; Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | | | - Kerryn Roem
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| | - Natalie Harrison
- Geelong Endocrinology and Diabetes, Geelong, Victoria, Australia
| | - Spiros Fourlanos
- Department of Diabetes and Endocrinology, The Royal Melbourne Hospital, Melbourne, Victoria, Australia; Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia; The Australian Centre for Accelerating Diabetes Innovations (ACADI), The University of Melbourne, Melbourne, Victoria, Australia
| | - Elif I Ekinci
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia; Department of Endocrinology, Austin Health, Melbourne, Victoria, Australia; The Australian Centre for Accelerating Diabetes Innovations (ACADI), The University of Melbourne, Melbourne, Victoria, Australia
| | - David N O'Neal
- Diabetes Technology Research Group, The University of Melbourne, Melbourne, Victoria, Australia; Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia; Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia; The Australian Centre for Accelerating Diabetes Innovations (ACADI), The University of Melbourne, Melbourne, Victoria, Australia
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Pérez López P, Bahillo Curieses P, Fernández P, Martínez R, Delgado E, Ortolá A, de Luis D, Díaz-Soto G. Clinical, glycometric features and treatment in a family with monogenic diabetes due to a new mutation in the insulin gene. ENDOCRINOL DIAB NUTR 2024; 71:77-82. [PMID: 38553172 DOI: 10.1016/j.endien.2024.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 12/28/2023] [Indexed: 04/02/2024]
Abstract
Monogenic diabetes caused by changes in the gene that encodes insulin (INS) is a very rare form of monogenic diabetes (<1%). The aim of this work is to describe the clinical and glycaemic control characteristics over time from four members of a family diagnosed with monogenic diabetes with the novel mutation: c.206del,p.(Gly69Aalfs*62) located in exon 3 of the gene INS. 75% are females, with debut in adolescence and negative autoimmunity. In all cases, C-peptide is detectable decades after diagnosis (>0.6ng/ml). Currently, patients are being treated either with insulin in a bolus-basal regimen, oral antidiabetics or hybrid closed loop system. Monogenic diabetes due to mutation in the INS is an entity with heterogeneous presentation, whose diagnosis requires high suspicion and presents an important clinical impact. Given the lack of standards in this regard, therapy must be individualized, although insulin therapy could help preserve beta cell functionality in these subjects.
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Affiliation(s)
- Paloma Pérez López
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario Valladolid, Spain; Centro de Investigación de Endocrinología y Nutrición Clínica CIENC, Facultad de Medicina Universidad de Valladolid, Spain
| | | | - Pablo Fernández
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario Valladolid, Spain; Centro de Investigación de Endocrinología y Nutrición Clínica CIENC, Facultad de Medicina Universidad de Valladolid, Spain
| | - Rosa Martínez
- Instituto de Investigación Sanitaria Biocruces Bizkaia, CIBERDEM, CIBERER, Endo-ERN, Barakaldo, Spain
| | - Esther Delgado
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario Valladolid, Spain; Centro de Investigación de Endocrinología y Nutrición Clínica CIENC, Facultad de Medicina Universidad de Valladolid, Spain
| | - Ana Ortolá
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario Valladolid, Spain; Centro de Investigación de Endocrinología y Nutrición Clínica CIENC, Facultad de Medicina Universidad de Valladolid, Spain
| | - Daniel de Luis
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario Valladolid, Spain; Centro de Investigación de Endocrinología y Nutrición Clínica CIENC, Facultad de Medicina Universidad de Valladolid, Spain
| | - Gonzalo Díaz-Soto
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario Valladolid, Spain; Centro de Investigación de Endocrinología y Nutrición Clínica CIENC, Facultad de Medicina Universidad de Valladolid, Spain.
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Pyatak EA, Khurana AR. Integrating psychosocial and behavioral interventions into type 1 diabetes care. Curr Opin Endocrinol Diabetes Obes 2024; 31:8-13. [PMID: 37800439 DOI: 10.1097/med.0000000000000839] [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: 10/07/2023]
Abstract
PURPOSE OF REVIEW To identify recent literature evaluating the efficacy of psychosocial and behavioral interventions for people with type 1 diabetes (T1D). RECENT FINDINGS Interventions generally produce benefits for psychosocial and behavioral outcomes, and some also positively impact glycemia. Addressing psychosocial concerns during routine provider visits had mixed results; some studies found that structured tools improved well being, while others found they could derail conversations, or contribute to worsening glycemia due to a lack of time to review medical concerns. Integrating behavioral health providers in routine care, however, had a positive impact on glycemic outcomes. Stepped care interventions show promise for both children and adults, as they maximize available resources while contributing to improved well being. Group interventions, delivered either virtually or in-person, demonstrated benefits for diabetes distress, depressive symptoms, family conflict, and health behaviors, but had limited impact on positive parenting skills. Gaps in the current literature include limited research among adults and no research among older adults, as well as a lack of pragmatic research emphasizing implementation of effective interventions. SUMMARY A wide range of interventions have demonstrated positive impacts on well being among people with T1D; more research is needed to identify strategies to routinely integrate psychosocial and behavioral support in clinical care.
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Affiliation(s)
- Elizabeth A Pyatak
- Chan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles, USA
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Pinés Corrales PJ, Sastre Marcos J, López Gallardo G, Moreno Fernández J, Herranz Antolín S, Quiroga López I, Del Val Zaballos F, González López J, Alfaro Martínez JJ. All-cause mortality and risk factors in patients with type 1 diabetes in Castilla-La Mancha, Spain. DIACAM1 2010-2020 study. Prim Care Diabetes 2024; 18:59-64. [PMID: 37977987 DOI: 10.1016/j.pcd.2023.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 11/01/2023] [Accepted: 11/05/2023] [Indexed: 11/19/2023]
Abstract
INTRODUCTION Despite better treatments and care for patients with type 1 diabetes (T1DM), all-cause and cardiovascular mortality still remains higher compared to the general population. We evaluated mortality and risk factors for mortality in a representative cohort of patients with T1DM. METHODS DIACAM1 was a cross-sectional, multicenter study on adult patients (≥ 16 years old) and diabetes with at least 5 years since diabetes diagnosis conducted between 2009 and 2010. DIACAM1 2010-2020 study was a follow-up study, extension of DIACAM1, where vital status of patients was evaluated between June 2019 and June 2020. RESULTS 4.03% [CI95%, 2.53-5.62) of the 1465 patients with T1DM included in the cohort of the DIACAM1 in 2010 had died. Survival was lower than in the sex- and age-matched general population in the same region. 40.7% of deaths were due to cardiovascular disease. HbA1c levels < 7% and triglyceride levels < 150 mg/dL were associated with lower mortality, whereas retinopathy and plasma creatinine were associated with increased mortality. CONCLUSIONS We confirmed a lower survival in people with T1DM, with cardiovascular disease being the main cause of mortality. High HbA1c, high triglycerides, retinopathy, and high creatinine are factors associated with mortality.
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Gallach Martínez M, Jara Vidal M, Ruiz de Assín Valverde A, Pinés Corrales PJ. Prevalence of chronic kidney disease in type 1 diabetes patients. A multicenter study in Castilla-La Mancha, Spain. Rev Clin Esp 2024; 224:119-121. [PMID: 38215975 DOI: 10.1016/j.rceng.2023.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 08/31/2023] [Indexed: 01/14/2024]
Affiliation(s)
- M Gallach Martínez
- Servicio de Endocrinología y Nutrición, Complejo Hospitalario Universitario de Albacete, Spain
| | - M Jara Vidal
- Servicio de Endocrinología y Nutrición, Complejo Hospitalario Universitario de Albacete, Spain
| | | | - P J Pinés Corrales
- Servicio de Endocrinología y Nutrición, Complejo Hospitalario Universitario de Albacete, Spain; Facultad de Medicina de Albacete, Universidad de Castilla-La Mancha, Spain.
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Weisman A, Brown R, Chu L, Aronson R, Perkins BA. Factors Associated With Attainment of Glycemic Targets Among Adults With Type 1 and Type 2 Diabetes in Canada: A Cross-sectional Study Using Primary and Specialty Care Electronic Medical Record Data. Can J Diabetes 2024; 48:44-52.e5. [PMID: 37717631 DOI: 10.1016/j.jcjd.2023.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 08/04/2023] [Accepted: 09/11/2023] [Indexed: 09/19/2023]
Abstract
OBJECTIVE Using a new database combining primary and specialty care electronic medical record (EMR) data in Canada, we determined attainment of glycemic targets and associated predictors among adults with diabetes. METHODS We conducted a cross-sectional observational study combining primary and specialty care EMR data in Canada. Adults with diabetes whose primary care provider contributed to the National Diabetes Repository or who were assessed at a diabetes specialty clinic (LMC Diabetes and Endocrinology) between July 3, 2015, and June 30, 2019, were included. Diabetes type was categorized as type 2 diabetes (T2D) not prescribed insulin, T2D prescribed insulin, and type 1 diabetes (T1D). Covariates were age, sex, income quintile, province, rural/urban location, estimated glomerular filtration rate, medications, and insulin pump use. Associations between predictors and the outcome (glycated hemoglobin [A1C] of ≤7.0%) were assessed by multivariable logistic regressions. RESULTS Among 122,106 adults, consisting of 91,366 with T2D not prescribed insulin, 25,131 with T2D prescribed insulin, and 5,609 with T1D, attainment of an A1C of ≤7.0% was 60%, 25%, and 23%, respectively. Proportions with an A1C of ≤7.5% and ≤8.0% were 75% and 84% for those with T2D not prescribed insulin, 41% and 57% for those with T2D prescribed insulin, and 37% and 53% for those with T1D. Highest vs lowest income quintile was associated with greater odds of meeting the A1C target (adjusted odds ratio [95% confidence interval] for each diabetes category: 1.15 [1.10 to 1.21], 1.21 [1.10 to 1.33], and 1.29 [1.04 to 1.60], respectively). Individuals in Alberta and Manitoba had less antihyperglycemic medication use and attainment of A1C target than other provinces. CONCLUSIONS Attainment of glycemic targets among adults with diabetes was poor and differed by income and geographic location, which must be addressed in national diabetes strategies.
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Affiliation(s)
- Alanna Weisman
- ICES, Toronto, Ontario, Canada; Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada.
| | - Ruth Brown
- LMC Diabetes & Endocrinology, Toronto, Ontario, Canada
| | - Lisa Chu
- LMC Diabetes & Endocrinology, Toronto, Ontario, Canada
| | | | - Bruce A Perkins
- Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
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