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Mesa A, Franch-Nadal J, Navas E, Mauricio D. Cardiovascular disease in women with type 1 diabetes: a narrative review and insights from a population-based cohort analysis. Cardiovasc Diabetol 2025; 24:217. [PMID: 40399939 PMCID: PMC12093901 DOI: 10.1186/s12933-025-02791-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2025] [Accepted: 05/14/2025] [Indexed: 05/23/2025] Open
Abstract
Cardiovascular disease (CVD) remains the leading cause of mortality among people with type 1 diabetes (T1D), with cardiovascular mortality rates 2-5 times higher than in the general population. A concerning sex disparity exists within this high-risk population, as the cardioprotective advantage typically observed in women without diabetes appears attenuated or eliminated in individuals with T1D. This disparity is evident across the CVD spectrum, including coronary artery disease, stroke, heart failure, and cardiovascular mortality, with women consistently experiencing an excess burden of disease. These differences are particularly pronounced in women with early-onset T1D, leading to a substantial loss of life-years-approximately 18 years for women compared to 14 for men. Several factors may contribute to this sex disparity. First, the effect of hyperglycemia on CVD appears to have a sex-based differential impact and women with T1D often demonstrate more difficulties to achieve optimal glycemic control. Second, although women with T1D generally exhibit a more favorable CVD risk factor profile than men with T1D, the presence of hypertension, smoking or diabetic kidney disease seem to have a strong impact on CVD in women. Diabetes also appears to diminish sex-based differences in lipid metabolism, and a trend towards increased obesity rates among women with T1D has been observed. Lastly, female-specific factors, which are more prevalent in T1D, exacerbate cardiovascular risk. These include premature menopause, pregnancy-related disorders (such as preeclampsia), polycystic ovary syndrome, and autoimmune diseases, which disproportionately affect women. This narrative review examines the epidemiological evidence highlighting the aspects regarding the excess risk of CVD in women with T1D and evaluates sex disparities in both traditional and female-specific risk factors. Finally, we include a sex-based analysis from the Catalan Registry, which highlights the critical need for greater awareness and enhanced early detection and management of CVD risk factors in this population.
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Affiliation(s)
- Alex Mesa
- Department of Endocrinology & Nutrition, Hospital de la Santa Creu i Sant Pau, Carrer de Sant Quintí 89, 08041, Barcelona, Spain.
- Centro de Investigación Biomédica en Red (CIBER) of Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Barcelona, Spain.
| | - Josep Franch-Nadal
- Centro de Investigación Biomédica en Red (CIBER) of Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Barcelona, Spain
- Diabetis en Atenció Primaria (DAP-Cat) Group, Unitat de Suport a la Recerca Barcelona, Fundació IDIAP Jordi Gol I Gurina, Barcelona, Spain
- Primary Health Care Center Raval Sud, Gerència d'Atenció Primaria, Institut Català de la Salut, Barcelona, Spain
| | - Elena Navas
- Diabetis en Atenció Primaria (DAP-Cat) Group, Unitat de Suport a la Recerca Barcelona, Fundació IDIAP Jordi Gol I Gurina, Barcelona, Spain
| | - Dídac Mauricio
- Department of Endocrinology & Nutrition, Hospital de la Santa Creu i Sant Pau, Carrer de Sant Quintí 89, 08041, Barcelona, Spain.
- Centro de Investigación Biomédica en Red (CIBER) of Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Barcelona, Spain.
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Cho MK, Han A, Lee H, Choi J, Lee H, Kim H. Current Status of Information and Communication Technologies Utilization, Education Needs, Mobile Health Literacy, and Self-Care Education Needs of a Population of Stroke Patients. Healthcare (Basel) 2025; 13:1183. [PMID: 40428019 DOI: 10.3390/healthcare13101183] [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: 03/17/2025] [Revised: 05/12/2025] [Accepted: 05/14/2025] [Indexed: 05/29/2025] Open
Abstract
BACKGROUND/OBJECTIVES With the rising prevalence of chronic diseases and an aging population, the incidence of stroke is continuously increasing, which leads to higher medical costs. Stroke carries a high risk of recurrence, necessitating ongoing self-care and lifestyle changes, for which education is crucial. The aim of this study is to identify the ICT utilization education needs, mobile health literacy, and self-care education needs of stroke patients and confirm the differences in mobile health literacy and self-care education needs according to ICT utilization to establish a basis for self-care intervention. METHODS The study included 100 stroke patients diagnosed at three general hospitals or higher in City C, hospitalized or visiting neurology and neurosurgery outpatient clinics. A survey was conducted from 7 July 2023 to 30 May 2024. The survey cites computers, the Internet, live broadcasting technology, recorded broadcasting technology, and telephony as examples of ICTs. The gathered data were analyzed using descriptive statistics, independent t-tests, one-way ANOVA, and the Pearson correlation coefficient. RESULTS The final analysis included 100 people, with 64 participants being men and an average age of 57.75 ± 12.30 years. Self-care education needs showed no significant differences based on general or disease-related characteristics. Many patients could use smart devices but experienced difficulties in searching for information. The main reasons for using smart devices included acquiring disease-related information and accessing resources without time limitations. The use of ICT services that provide disease-related information was low, 70% of participants were willing to use them in the future. Additionally, they preferred doctor-led education sessions once a month, lasting no longer than 30 min each. Mobile health literacy was significantly higher among those willing to use ICT services. CONCLUSIONS Mobile health literacy was significantly higher in the group willing to use ICT services than in the group unwilling. Self-care education needs were both highly important and necessary in the group willing to utilize ICT, but no statistically significant difference was found.
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Affiliation(s)
- Mi-Kyoung Cho
- Department of Nursing Science, School of Medicine, Chungbuk National University, 1 Chungdae-ro, Seowon-gu, Cheongju 28644, Republic of Korea
| | - Aro Han
- Department of Nursing Science, School of Medicine, Chungbuk National University, 1 Chungdae-ro, Seowon-gu, Cheongju 28644, Republic of Korea
| | - Hyunjung Lee
- Department of Nursing Science, School of Medicine, Chungbuk National University, 1 Chungdae-ro, Seowon-gu, Cheongju 28644, Republic of Korea
| | - Jiwoo Choi
- Department of Nursing Science, School of Medicine, Chungbuk National University, 1 Chungdae-ro, Seowon-gu, Cheongju 28644, Republic of Korea
| | - Hyohjung Lee
- Department of Nursing Science, School of Medicine, Chungbuk National University, 1 Chungdae-ro, Seowon-gu, Cheongju 28644, Republic of Korea
| | - Hana Kim
- Department of Nursing Science, College of Life and Health Sciences, Hoseo University, Asan 31499, Republic of Korea
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Royston C, Hovorka R, Boughton CK. Closed-loop therapy: recent advancements and potential predictors of glycemic outcomes. Expert Opin Drug Deliv 2025:1-18. [PMID: 40231429 PMCID: PMC7617697 DOI: 10.1080/17425247.2025.2492363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2025] [Revised: 03/17/2025] [Accepted: 04/08/2025] [Indexed: 04/16/2025]
Abstract
INTRODUCTION Hybrid closed-loop systems have become the standard of care for managing type 1 diabetes (T1D). Both clinical trials and real-world data have demonstrated that these systems improve glycemic control without increasing the risk of hypoglycemia, while also reducing the overall burden of T1D management. A systematic literature search was conducted using PubMed for studies including individuals with T1D that were published until the end of 2024. AREAS COVERED In this review, we summarize the safety and efficacy of currently available hybrid closed-loop systems, drawing from key clinical trials and real-world data analyses. We also highlight recent advancements in closed-loop systems, discuss their limitations and barriers to access, and explore future directions for automated insulin delivery. Finally, we explore potential predictors of outcomes for people with T1D to better understand why some individuals respond better to closed-loop systems than others. EXPERT OPINION Closed-loop systems are advancing rapidly, with a growing focus on enhancing automation through fully closed-loop systems to improve glycemic control and further reduce the burden of management. Identifying the predictors that influence how individuals respond to closed-loop therapy will enable these systems to be optimized. It is crucial to ensure widespread and equitable access to this advanced technology.
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Affiliation(s)
- Chloë Royston
- Institute of Metabolic Science-Metabolic Research Laboratories, University of Cambridge, Cambridge, UK
| | - Roman Hovorka
- Institute of Metabolic Science-Metabolic Research Laboratories, University of Cambridge, Cambridge, UK
| | - Charlotte K Boughton
- Institute of Metabolic Science-Metabolic Research Laboratories, University of Cambridge, Cambridge, UK
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Patel PM, Thomas D, Liu Z, Aldrich-Renner S, Clemons M, Patel BV. Systematic review of disparities in continuous glucose monitoring and insulin pump utilization in the United States: Key themes and evidentiary gaps. Diabetes Obes Metab 2024; 26:4293-4301. [PMID: 39010293 DOI: 10.1111/dom.15774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 06/14/2024] [Accepted: 06/23/2024] [Indexed: 07/17/2024]
Abstract
AIM This study aims to provide a comprehensive overview of real-world evidence pertaining to disparities in the utilization of continuous glucose monitors (CGMs)/insulin pumps to highlight potential evidentiary gaps and discern emerging themes from the literature. MATERIALS AND METHODS A systematic review of published manuscripts and abstracts was conducted from: MEDLINE, EMBASE, Nursing and Allied Health, Web of Science and CINHAL. Attributes related to patients, outcomes, interventions (CGMs/pumps/both) and study type were captured. In addition, factors associated with disparities in device utilization were examined. RESULTS Thirty-six studies were included in the final analysis; the studies predominantly focused on people living with type 1 diabetes. Only two studies included individuals with type 2 diabetes. Almost two-thirds of the studies reported outcomes associated with disparities (e.g. glycated haemoglobin, diabetic ketoacidosis, resource utilization). Most studies highlighted disparities across race, ethnicity and insurance type. Evidentiary gaps were identified, particularly in the evidence for people with type 2 diabetes, the continuation of CGM/pump use and limited studies addressing disparities among Native Americans/American Indians. CONCLUSION This study reveals critical disparities in diabetes technology use across race, ethnicity and insurance type, particularly among people with type 1 diabetes. Evidentiary gaps assessing disparities in diabetes technology use persist, particularly concerning people with type 2 diabetes, Native American/American Indian and LGBTQ+ populations, and in outcomes related to continuation of use. Social and digital determinants of health, such as income, transportation, residential location and technological literacy, are crucial to achieving equitable access. Future research should focus on the patient journey to identify opportunities for equitable access to diabetes technology as its use grows.
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Affiliation(s)
- Pranav M Patel
- University of Toledo College of Pharmacy and Pharmaceutical Sciences, Toledo, Ohio, USA
| | - Divya Thomas
- University of Toledo College of Pharmacy and Pharmaceutical Sciences, Toledo, Ohio, USA
| | - Zhixi Liu
- University of Toledo College of Pharmacy and Pharmaceutical Sciences, Toledo, Ohio, USA
| | - Sarah Aldrich-Renner
- University of Toledo General Internal Medicine Clinic and College of Pharmacy and Pharmaceutical Sciences, Toledo, Ohio, USA
| | - Marilee Clemons
- University of Toledo General Internal Medicine Clinic and College of Pharmacy and Pharmaceutical Sciences, Toledo, Ohio, USA
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Arueyingho O, Aprioku JS, Marshall P, O'Kane AA. Insights Into Sociodemographic Influences on Type 2 Diabetes Care and Opportunities for Digital Health Promotion in Port Harcourt, Nigeria: Quantitative Study. JMIR Diabetes 2024; 9:e56756. [PMID: 39167439 PMCID: PMC11375378 DOI: 10.2196/56756] [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: 01/29/2024] [Revised: 06/20/2024] [Accepted: 07/02/2024] [Indexed: 08/23/2024] Open
Abstract
BACKGROUND A significant percentage of the Nigerian population has type 2 diabetes (T2D), and a notable portion of these patients also live with comorbidities. Despite its increasing prevalence in Nigeria due to factors such as poor eating and exercise habits, there are insufficient reliable data on its incidence in major cities such as Port Harcourt, as well as on the influence of sociodemographic factors on current self-care and collaborative T2D care approaches using technology. This, coupled with a significant lack of context-specific digital health interventions for T2D care, is our major motivation for the study. OBJECTIVE This study aims to (1) explore the sociodemographic profile of people with T2D and understand how it directly influences their care; (2) generate an accurate understanding of collaborative care practices, with a focus on nuances in the contextual provision of T2D care; and (3) identify opportunities for improving the adoption of digital health technologies based on the current understanding of technology use and T2D care. METHODS We designed questionnaires aligned with the study's objectives to obtain quantitative data, using both WhatsApp (Meta Platforms, Inc) and in-person interactions. A social media campaign aimed at reaching a hard-to-reach audience facilitated questionnaire delivery via WhatsApp, also allowing us to explore its feasibility as a data collection tool. In parallel, we distributed surveys in person. We collected 110 responses in total: 83 (75.5%) from in-person distributions and 27 (24.5%) from the WhatsApp approach. Data analysis was conducted using descriptive and inferential statistical methods on SPSS Premium (version 29; IBM Corp) and JASP (version 0.16.4; University of Amsterdam) software. This dual approach ensured comprehensive data collection and analysis for our study. RESULTS Results were categorized into 3 groups to address our research objectives. We found that men with T2D were significantly older (mean 61 y), had higher household incomes, and generally held higher academic degrees compared to women (P=.03). No statistically significant relationship was found between gender and the frequency of hospital visits (P=.60) or pharmacy visits (P=.48), and cultural differences did not influence disease incidence. Regarding management approaches, 75.5% (83/110) relied on prescribed medications; 60% (66/110) on dietary modifications; and 35.5% (39/110) and 20% (22/110) on traditional medicines and spirituality, respectively. Most participants (82/110, 74.5%) were unfamiliar with diabetes care technologies, and 89.2% (98/110) of those using technology were only familiar with glucometers. Finally, participants preferred seeking health information in person (96/110, 87.3%) over digital means. CONCLUSIONS By identifying the influence of sociodemographic factors on diabetes care and health or information seeking behaviors, we were able to identify context-specific opportunities for enhancing the adoption of digital health technologies.
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Panahi S, Ghalavand H. The mediating role of health literacy in the relationship between self-care and planned behavior against Covid-19. BMC Infect Dis 2024; 24:608. [PMID: 38902618 PMCID: PMC11188506 DOI: 10.1186/s12879-024-09513-8] [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: 04/09/2024] [Accepted: 06/13/2024] [Indexed: 06/22/2024] Open
Abstract
BACKGROUND Planned behaviors and self-care against the coronavirus are two important factor in controlling its spread and self-care behaviors depend on the level of health literacy. This research was conducted to determine the mediating role of health literacy in the relationship between elements of planned behavior and self-care in dealing with the Covid-19. METHODS In this descriptive-analytical quantitative study, the sample size was calculated using Cochrane's formula and considering a p-value of 0.51, α = 0.05, and d = 0.05, and 313 students were selected based on stratified and random method. To gather data and assess various aspects of variables, a questionnaires were utilized, focusing on health literacy, self-car and planned behavior. The relationship between the variables was examined by SPSS version 26 and via descriptive statistics, including the mean and standard deviation, and inferential statistics such as Pearson's correlation coefficient (P = 0.05), path analysis, and determining the standard coefficients between self-care and planned behavior, mediated by the indicators of the health literacy. RESULTS A significant difference was found between the level of health literacy of women and men. The comparison of the mean health literacy and self-care behavior in terms of other variables did not show any significant difference. Meanwhile, the comparison of health status control behaviors, hand washing, and mask use did not show any significant difference between the two groups. A positive and significant correlation was found between self-care behaviors, attitude, subjective norms, perceived behavioral control, and behavioral intention. The relationship of health literacy and psychological variables of attitude, subjective norms, and perceived behavioral control with self-care against COVID-19 was significant. CONCLUSION The direct and significant impact of health literacy on individuals' self-care behaviors against the coronavirus was not observed. However, health literacy did have a significant effect on subjective norms. This finding is important because subjective norms significantly influenced individuals' behavioral intention, which in turn had a significant effect on self-care behaviors against the coronavirus. Thus, health literacy played a mediating role in this relationship. Furthermore, attitude emerged as the strongest predictor of behavioral intention, exerting a direct effect. Conversely, perceived behavioral control did not directly and significantly affect students' self-care behaviors.
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Affiliation(s)
- Sirous Panahi
- Department of Medical Library and Information Science, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Hossein Ghalavand
- Department of Medical Library and Information Science, Abadan University of Medical Sciences, Abadan, Iran.
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Zenno A, Huang A, Roberts AJ, Pihoker C. Health-Care Utilization and Outcomes in Young Adults With Type 1 and Type 2 Diabetes. J Endocr Soc 2024; 8:bvae115. [PMID: 38939833 PMCID: PMC11210301 DOI: 10.1210/jendso/bvae115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Indexed: 06/29/2024] Open
Abstract
Young adulthood can be a challenging time for individuals with diabetes mellitus (DM) as they experience increasing independence and life transitions, which can make it difficult to engage in DM self care. Compared to older adults, young adults are more likely to have higher glycated hemoglobin A1c (HbA1c). They also often have lower adherence to standards of care in DM, and higher utilization of emergency department (ED) visits and hospitalizations for diabetic ketoacidosis. This review describes health-care utilization and explores factors that may contribute to high HbA1c among young adults with DM. In addition, it discusses the unique health-care needs of young adults with DM, examines the role of technology in their DM care, and analyzes the effects of social determinants of health on their health-care utilization.
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Affiliation(s)
- Anna Zenno
- Department of Pediatrics, University of Washington, Seattle, WA 98105, USA
- Department of Medicine, University of Washington, Seattle, WA 98105, USA
| | - Alyssa Huang
- Department of Pediatrics, University of Washington, Seattle, WA 98105, USA
| | - Alissa J Roberts
- Department of Pediatrics, University of Washington, Seattle, WA 98105, USA
| | - Catherine Pihoker
- Department of Pediatrics, University of Washington, Seattle, WA 98105, USA
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Onwukwe O, Lundgrin EL. Association of HbA1C and comfort with diabetes self-management among adolescents and young adults with type 1 diabetes. FRONTIERS IN CLINICAL DIABETES AND HEALTHCARE 2024; 5:1304577. [PMID: 38799020 PMCID: PMC11116705 DOI: 10.3389/fcdhc.2024.1304577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 03/11/2024] [Indexed: 05/29/2024]
Abstract
Introduction Adolescents and young adults (AYA) living with type 1 diabetes (T1D) are a vulnerable demographic at risk for sub-optimal glycemic outcomes at a time when they are taking over their diabetes management. The purposes of this study were to examine levels of self-reported comfort with diabetes management tasks among AYA living with T1D and to describe the relationships among comfort levels, sociodemographic factors, and HbA1c. Methods During a routine diabetes care visit, AYA aged 15-23 years old living with T1D received a transition survey to self-assess their comfort level with different diabetesmanagement tasks. Results Among 161 participants who completed the survey (median age 17 years, median diabetes duration 7 years, 82.3% White, 40.9% female, 66.5% with private insurance, and median HbA1c 8.8%), comfort with diabetes management tasks was generally rated highly (median overall comfort level of 4.5 out of 5), irrespective of race or insurance type. Regression analysis revealed that higher self-reported comfort level with diabetes management tasks was associated with a higher HbA1c (p = 0.006), after controlling for age, sex, race, insurance type, and diabetes duration. Discussion These findings suggest that self-reported comfort with independently managing T1D may not be a sufficient metric in assessing AYA patients' need for further intervention to optimize glycemic outcomes as they transition from pediatric to adult diabetes care, and highlights the importance of continuity of care to support diabetes management during this transitional period.
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Affiliation(s)
- Obichi Onwukwe
- Case Western Reserve University School of Medicine, Cleveland, OH, United States
| | - Erika L. Lundgrin
- Case Western Reserve University School of Medicine, Cleveland, OH, United States
- Department of Pediatric Endocrinology, University Hospitals Rainbow Babies and Children's, Cleveland, OH, United States
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Pesantez M, Ebekozien O, Vendrame F. Type 1 Diabetes and Cardiovascular Health. Endocrinol Metab Clin North Am 2024; 53:151-163. [PMID: 38272593 DOI: 10.1016/j.ecl.2023.07.003] [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] [Indexed: 01/27/2024]
Abstract
Type 1 diabetes (T1D) is associated with an increased risk of cardiovascular disease (CVD). CVD occurs much earlier in people with T1D than in the general population, and several risk factors have been identified some of which are modifiable. Risk prediction models and imaging tests to detect early signs of CVD have not been extensively validated. Strategies to promote cardiovascular health (CVH) in T1D include identifying risk factors, early treatment to achieve CVH targets, and improving the education of health care providers and people with T1D.
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Affiliation(s)
- Maria Pesantez
- Jackson Memorial Hospital, 1450 Northwest 10 Avenue, Miami, FL 33136, USA
| | - Osagie Ebekozien
- T1D Exchange, 101 Federal Street Suite 440, Boston, MA 02110, USA
| | - Francesco Vendrame
- Department of Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Miami Miller School of Medicine, 1450 Northwest 10 Avenue, Room 1086, Miami, FL 33136, USA.
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García Ramírez M, Rebollo Román Á, Palomares Ortega R, Alonso-Echague R, Calle-Castro ML, Gálvez Moreno MÁ, Molina Puerta MJ, Herrera-Martínez AD. Body composition and sexual hormones for the glucose control of autoimmune diabetes in males: are they necessary to predict diabetes-related complications? Front Endocrinol (Lausanne) 2023; 14:1283057. [PMID: 38192418 PMCID: PMC10773863 DOI: 10.3389/fendo.2023.1283057] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 11/07/2023] [Indexed: 01/10/2024] Open
Abstract
Background Glucose control in diabetes is essential for avoiding diabetes-related complications. Aim To determine the impact of body composition and sexual hormones in glucose control and diabetes-related complications, in males with autoimmune diabetes. Patients and methods Thirty-nine patients with autoimmune diabetes and flash glucose monitoring were included. A morphofunctional nutritional evaluation with bioelectrical impedance vector analysis (BIVA), abdominal adipose tissue ultrasound, rectus femoris ultrasound and biochemical parameters, was performed. Results Strong, positive correlations were observed between body composition parameters, biochemical variables and sexual hormones (p<0.05). Adipose tissue measured by BIVA and ultrasound was more significantly associated with glucose control (including time in range >70%, glucose variability <36% determined by flash glucose monitoring; p<0.05) and the presence of microvascular/macrovascular complications (p<0.05) than lean mass. After adjusting by the duration of diabetes, BMI, abdominal circumference, fat mass and phase angle increased the risk for microvascular complications (OR 1.32(1.00 - 1.73), OR 1.06(1.00 - 1.12), OR 1.14(1.01 - 1.20), 0R 0.3(0.10 - 0.91) respectively; for macrovascular complications: BMI OR 1.38(1.04 - 1.84) and fat mass OR 1.26(1.00 - 1.58)]. Sexual hormone levels did not influence on glucose control or the development of diabetes-related complications. Conclusion Anthrpometric parameters, especially adipose tissue, were associated with glucose control and variability determined by flash glucose monitoring. Furthermore, changes in fat and lean mass were associated with the presence of microvascular and macrovascular complications. Thus, a comprehensive nutritional evaluation might be useful for the evaluation of males with autoimmune diabetes, in order to identify patients with increased risk of complications.
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Affiliation(s)
- Mireia García Ramírez
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Córdoba, Spain
- Endocrinology and Nutrition Service, Reina Sofia University Hospital, Córdoba, Spain
| | - Ángel Rebollo Román
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Córdoba, Spain
- Endocrinology and Nutrition Service, Reina Sofia University Hospital, Córdoba, Spain
| | - Rafael Palomares Ortega
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Córdoba, Spain
- Endocrinology and Nutrition Service, Reina Sofia University Hospital, Córdoba, Spain
| | - Rosario Alonso-Echague
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Córdoba, Spain
- General Surgery Service, Reina Sofia University Hospital, Córdoba, Spain
| | - María Luisa Calle-Castro
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Córdoba, Spain
- Endocrinology and Nutrition Service, Reina Sofia University Hospital, Córdoba, Spain
| | - María Ángeles Gálvez Moreno
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Córdoba, Spain
- Endocrinology and Nutrition Service, Reina Sofia University Hospital, Córdoba, Spain
| | - María José Molina Puerta
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Córdoba, Spain
- Endocrinology and Nutrition Service, Reina Sofia University Hospital, Córdoba, Spain
| | - Aura D. Herrera-Martínez
- Maimonides Institute for Biomedical Research of Cordoba (IMIBIC), Córdoba, Spain
- Endocrinology and Nutrition Service, Reina Sofia University Hospital, Córdoba, Spain
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Auzanneau M, Eckert AJ, Meyhöfer SM, Heni M, Gillessen A, Schwettmann L, Jehle PM, Hummel M, Holl RW. Area deprivation and demographic factors associated with diabetes technology use in adults with type 1 diabetes in Germany. Front Endocrinol (Lausanne) 2023; 14:1191138. [PMID: 37600703 PMCID: PMC10433185 DOI: 10.3389/fendo.2023.1191138] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 06/30/2023] [Indexed: 08/22/2023] Open
Abstract
Introduction Diabetes technology improves glycemic control and quality of life for many people with type 1 diabetes (T1D). However, inequalities in access to diabetes technology exist in many countries. In Germany, disparities in technology use have been described in pediatric T1D, but no data for adults are available so far. We therefore aimed to analyze whether demographic factors and area deprivation are associated with technology use in a representative population of adults with T1D. Materials and methods In adults with T1D from the German prospective diabetes follow-up registry (DPV), we analyzed the use of continuous subcutaneous insulin infusion (CSII), continuous glucose monitoring (CGM), and sensor augmented pump therapy (SAP, with and without automated insulin delivery) in 2019-2021 by age group, gender, migration background, and area deprivation using multiple adjusted regression models. Area deprivation, defined as a relative lack of area-based resources, was measured by quintiles of the German index of Multiple Deprivation (GIMD 2015, from Q1, least deprived, to Q5, most deprived districts). Results Among 13,351 adults with T1D, the use of technology decreased significantly with older age: CSII use fell from 56.1% in the 18-<25-year age group to 3.1% in the ≥80-year age group, CGM use from 75.3% to 28.2%, and SAP use from 45.1% to 1.5% (all p for trend <0.001). The use of technology was also significantly higher in women than in men (CSII: 39.2% vs. 27.6%; CGM: 61.9% vs. 58.0%; SAP: 28.7% vs. 19.6%, all p <0.001), and in individuals without migration background than in those with migration background (CSII: 38.8% vs. 27.6%; CGM: 71.1% vs. 61.4%; SAP: 30.5% vs. 21.3%, all p <0.001). Associations with area deprivation were not linear: the use of each technology decreased only from Q2 to Q4. Discussion Our real-world data provide evidence that higher age, male gender, and migration background are currently associated with lower use of diabetes technology in adults with T1D in Germany. Associations with area deprivation are more complex, probably due to correlations with other factors, like the higher proportion of migrants in less deprived areas or the federal structure of the German health care system.
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Affiliation(s)
- Marie Auzanneau
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
| | - Alexander J. Eckert
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
| | - Sebastian M. Meyhöfer
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
- Institute for Endocrinology and Diabetes, University of Lübeck, Lübeck, Germany
| | - Martin Heni
- Division of Endocrinology and Diabetology, Department of Internal Medicine 1, University Hospital Ulm, Ulm, Germany
- Department for Diagnostic Laboratory Medicine, Institute for Clinical Chemistry and Pathobiochemistry, University Hospital Tübingen, Tübingen, Germany
| | - Anton Gillessen
- Department of Internal Medicine, Sacred Heart Hospital, Muenster, Germany
| | - Lars Schwettmann
- Division of Health Economics, Department of Health Services Research, Carl von Ossietzky University of Oldenburg, Oldenburg, Germany
| | - Peter M. Jehle
- Department of Internal Medicine I, University Medicine, Academic Hospital Paul-Gerhardt-Stift, Martin-Luther-University Halle-Wittenberg, Lutherstadt Wittenberg, Germany
| | - Michael Hummel
- Research Group Diabetes e.V., Helmholtz Center Munich, Munich-Neuherberg, Germany
| | - Reinhard W. Holl
- Institute of Epidemiology and Medical Biometry, Ulm University, Ulm, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
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12
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Talbo MK, Lebbar M, Wu Z, Vanasse A, Lalanne-Mistrih ML, Brazeau AS, Rabasa-Lhoret R. Gender differences in reported frequency and consequences of hypoglycemia among adults living with type 1 diabetes: results from the BETTER registry. Diabetes Res Clin Pract 2023:110822. [PMID: 37423499 DOI: 10.1016/j.diabres.2023.110822] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 07/05/2023] [Accepted: 07/07/2023] [Indexed: 07/11/2023]
Abstract
AIMS To evaluate the frequency and consequences of level 2 (L2H, glucose level <3.0 mmol/L with autonomous management) and level 3 hypoglycemia (L3H requiring external assistance to treat), in adults living with type 1 diabetes (T1D), while investigating the role of gender. METHODS Cross-sectional analysis of self-reported retrospective data from a Canadian registry of 900 adults living with T1D using logistic regression models adjusted for age, T1D management modalities, hypoglycemia history, and validated patient-reported outcomes scales. Changes in diabetes management, seeking healthcare resources, and impacts on daily well-being were explored. RESULTS Of the 900 adults (66% women, mean age 43.7 ± 14.8 years, mean T1D duration 25.5 ± 14.6 years), 87% used wearable diabetes technology. L3H in the past year was reported by 15% participants, similar between genders. Women reported more L2Hstudy analysis than men (median (Q1, Q3): 4 (2, 10) vs 3 (1,8), p=0.015), and were more likely to report persistent fatigue after both L2H and L3H (Odds ratio [95% confidence interval]: 1.95 [1.16, 3.28] and 1.86 [1.25, 2.75], respectively) and anxiety (1.70 [1.05, 2.75]) after a L3H. CONCLUSIONS The findings suggest taking a gender-based differential approach when addressing hypoglycemia and its various consequences for people living with T1D.
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Affiliation(s)
- Meryem K Talbo
- School of Human Nutrition, McGill University, 21111 Lakeshore Dr, Sainte-Anne-de-Bellevue, Quebec, H9X 3V9, Canada
| | - Maha Lebbar
- Institut de Recherches Cliniques de Montréal, 110 Pine Ave W, Montréal, Québec, H2W 1R7, Canada; Département de nutrition, Faculté de médecine, Université de Montréal, 2405 Chem. de la Côte-Sainte-Catherine, Montréal, Québec, H3T 1A8, Canada
| | - Zekai Wu
- Institut de Recherches Cliniques de Montréal, 110 Pine Ave W, Montréal, Québec, H2W 1R7, Canada; Department of Medicine, Division of Experimental Medicine, McGill University, 1001 Decarie Boulevard, Montreal, Quebec, H4A 3J1, Canada
| | - Andréane Vanasse
- Institut de Recherches Cliniques de Montréal, 110 Pine Ave W, Montréal, Québec, H2W 1R7, Canada
| | - Marie-Laure Lalanne-Mistrih
- Institut de Recherches Cliniques de Montréal, 110 Pine Ave W, Montréal, Québec, H2W 1R7, Canada; University of French West Indies, Guadeloupe, France
| | - Anne-Sophie Brazeau
- School of Human Nutrition, McGill University, 21111 Lakeshore Dr, Sainte-Anne-de-Bellevue, Quebec, H9X 3V9, Canada; Montreal Diabetes Research Center, 900 Saint-Denis, Montreal, QC H2X 0A9, Canada.
| | - Remi Rabasa-Lhoret
- Institut de Recherches Cliniques de Montréal, 110 Pine Ave W, Montréal, Québec, H2W 1R7, Canada; Département de nutrition, Faculté de médecine, Université de Montréal, 2405 Chem. de la Côte-Sainte-Catherine, Montréal, Québec, H3T 1A8, Canada; Department of Medicine, Division of Experimental Medicine, McGill University, 1001 Decarie Boulevard, Montreal, Quebec, H4A 3J1, Canada; Montreal Diabetes Research Center, 900 Saint-Denis, Montreal, QC H2X 0A9, Canada; Département de médecine, Service d'endocrinologie, Centre hospitalier de l'Université de Montréal, 1000, rue Saint-Denis, Montréal, Québec, H2X 0C1, Canada
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13
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Mousavi S, Tannenbaum Greenberg D, Ndjaboué R, Greiver M, Drescher O, Chipenda Dansokho S, Boutin D, Chouinard JM, Dostie S, Fenton R, Greenberg M, McGavock J, Najam A, Rekik M, Weisz T, Willison DJ, Durand A, Witteman HO. The Influence of Age, Sex, and Socioeconomic Status on Glycemic Control Among People With Type 1 and Type 2 Diabetes in Canada: Patient-Led Longitudinal Retrospective Cross-sectional Study With Multiple Time Points of Measurement. JMIR Diabetes 2023; 8:e35682. [PMID: 37104030 PMCID: PMC10176138 DOI: 10.2196/35682] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 10/14/2022] [Accepted: 10/15/2022] [Indexed: 04/28/2023] Open
Abstract
BACKGROUND Clinical guidelines for most adults with diabetes recommend maintaining hemoglobin A1c (HbA1c) levels ≤7% (≤53 mmol/mol) to avoid microvascular and macrovascular complications. People with diabetes of different ages, sexes, and socioeconomic statuses may differ in their ease of attaining this goal. OBJECTIVE As a team of people with diabetes, researchers, and health professionals, we aimed to explore patterns in HbA1c results among people with type 1 or type 2 diabetes in Canada. Our research question was identified by people living with diabetes. METHODS In this patient-led retrospective cross-sectional study with multiple time points of measurement, we used generalized estimating equations to analyze the associations of age, sex, and socioeconomic status with 947,543 HbA1c results collected from 2010 to 2019 among 90,770 people living with type 1 or type 2 diabetes in Canada and housed in the Canadian National Diabetes Repository. People living with diabetes reviewed and interpreted the results. RESULTS HbA1c results ≤7.0% represented 30.5% (male people living with type 1 diabetes), 21% (female people living with type 1 diabetes), 55% (male people living with type 2 diabetes) and 59% (female people living with type 2 diabetes) of results in each subcategory. We observed higher HbA1c values during adolescence, and for people living with type 2 diabetes, among people living in lower income areas. Among those with type 1 diabetes, female people tended to have lower HbA1c levels than male people during childbearing years but higher HbA1c levels than male people during menopausal years. Team members living with diabetes confirmed that the patterns we observed reflected their own life courses and suggested that these results be communicated to health professionals and other stakeholders to improve the treatment for people living with diabetes. CONCLUSIONS A substantial proportion of people with diabetes in Canada may need additional support to reach or maintain the guideline-recommended glycemic control goals. Blood sugar management goals may be particularly challenging for people going through adolescence or menopause or those living with fewer financial resources. Health professionals should be aware of the challenging nature of glycemic management, and policy makers in Canada should provide more support for people with diabetes to live healthy lives.
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Affiliation(s)
- Seyedmostafa Mousavi
- Diabetes Action Canada, Toronto, ON, Canada
- VITAM Research Centre in Sustainable Health, Québec, QC, Canada
- Université Laval, Québec, QC, Canada
| | | | - Ruth Ndjaboué
- Diabetes Action Canada, Toronto, ON, Canada
- Centre de recherche sur le Vieillissement, Sherbrooke, QC, Canada
- School of Social Work, Faculty of Letters and Human Sciences, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Michelle Greiver
- Diabetes Action Canada, Toronto, ON, Canada
- Department of Family and Community Medicine, North York General Hospital, Toronto, ON, Canada
- Department of Family and Community Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | | | - Selma Chipenda Dansokho
- Diabetes Action Canada, Toronto, ON, Canada
- Office of Education and Professional Development, Faculty of Medicine, Université Laval, Québec, QC, Canada
| | - Denis Boutin
- Diabetes Action Canada, Toronto, ON, Canada
- Centre de recherche du CHUS, Sherbrooke, QC, Canada
| | | | | | - Robert Fenton
- Diabetes Action Canada, Toronto, ON, Canada
- National Indigenous Diabetes Association, Winnipeg, MB, Canada
| | | | - Jonathan McGavock
- Diabetes Action Canada, Toronto, ON, Canada
- Pediatrics and Child Health, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | | | - Monia Rekik
- Diabetes Action Canada, Toronto, ON, Canada
- Department of Operations and Decision Systems, Faculty of Business Administration, Université Laval, Québec, QC, Canada
- Cardiometabolic Health, Diabetes and Obesity Research Network (CMDO), Sherbrooke, QC, Canada
- Interuniversity Research Centre of Enterprise Networks (CIRRELT), Montréal, QC, Canada
| | - Tom Weisz
- Diabetes Action Canada, Toronto, ON, Canada
- Wounds Canada, North York, ON, Canada
- Diabetes Canada, Toronto, ON, Canada
| | - Donald J Willison
- Diabetes Action Canada, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Audrey Durand
- Canada CIFAR AI Chair, Québec, QC, Canada
- Institute Intelligence and Data, Université Laval, Québec, QC, Canada
- Department of Computer Science and Software Engineering, Faculty of Science and Engineering, Université Laval, Québec, QC, Canada
- Department of Electrical Engineering and Computer Engineering, Faculty of Science and Engineering, Faculty of Science and Engineering, Québec, QC, Canada
| | - Holly O Witteman
- Diabetes Action Canada, Toronto, ON, Canada
- VITAM Research Centre in Sustainable Health, Québec, QC, Canada
- Office of Education and Professional Development, Faculty of Medicine, Université Laval, Québec, QC, Canada
- Department of Family and Emergency Medicine, Faculty of Medicine, Université Laval, Québec, QC, Canada
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14
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Baroni I, Arrigoni C, Caruso R, Magon A, Villa G, Manara DF, Ausili D, Dellafiore F. Self-care and type 1 diabetes mellitus: systematic review of sex-related differences. Panminerva Med 2023; 65:76-83. [PMID: 33494561 DOI: 10.23736/s0031-0808.21.04134-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
INTRODUCTION Self-care is associated with clinical outcomes of adults with T1DM. Some evidence highlighted significant sex-related differences in self-care behaviors in this population. However, the literature on this topic has not been synthesized before. This study aimed to summarize, critically review, and interpret evidence regarding sex-related differences in adults' self-care behaviors with type 1 diabetes mellitus (T1DM). EVIDENCE ACQUISITION A systematic search of articles in the following databases was performed: PubMed, Scopus, Embase, and CINAHL. Articles published from 2009 to 2019 were reviewed. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses statement and flowchart were used to support the systematic review and study reporting. Two reviewers independently screened and extracted data from the included articles. EVIDENCE SYNTHESIS From the 596 identified records, only 15 articles were included because pertinent to this review. Both females and males with T1DM must improve their ability to respond to signs and symptoms when they occur. Females are more likely to perform adequate blood glucose monitoring and adequate diet than males. In contrast, males are more likely to show more adequate levels of physical activity. CONCLUSIONS Clinicians should pay greater attention to supporting females with T1DM to enhance their behaviors for maintaining an adequate health status and glycemic control. Likely, greater attention is required to sustain males to monitor changes in their signs and symptoms. Self-care management should be improved in both sexes.
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Affiliation(s)
- Irene Baroni
- Department of Biomedicine and Prevention, Tor Vergata University, Rome, Italy
| | - Cristina Arrigoni
- Section of Hygiene, Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy
| | - Rosario Caruso
- Unit of Health Professions Research and Development, IRCCS San Donato Polyclinic, San Donato Milanese, Milan, Italy -
| | - Arianna Magon
- Unit of Health Professions Research and Development, IRCCS San Donato Polyclinic, San Donato Milanese, Milan, Italy
| | - Giulia Villa
- Center for Nursing Research and Innovation, Vita-Salute San Raffaele University, Milan, Italy
| | - Duilio F Manara
- Center for Nursing Research and Innovation, Vita-Salute San Raffaele University, Milan, Italy
| | - Davide Ausili
- Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Monza-Brianza, Italy
| | - Federica Dellafiore
- Section of Hygiene, Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy
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15
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Jansen TJP, Brom M, Boss M, Buitinga M, Tack CJ, van Meijel LA, de Galan BE, Gotthardt M. Importance of beta cell mass for glycaemic control in people with type 1 diabetes. Diabetologia 2023; 66:367-375. [PMID: 36394644 PMCID: PMC9669532 DOI: 10.1007/s00125-022-05830-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 10/10/2022] [Indexed: 11/18/2022]
Abstract
AIMS/HYPOTHESIS The role of beta cell mass in the balance of glucose control and hypoglycaemic burden in people with type 1 diabetes is unclear. We applied positron emission tomography (PET) imaging with radiolabelled exendin to compare beta cell mass among people with type 1 diabetes and either low glucose variability (LGV) or high glucose variability (HGV). METHODS All participants with either LGV (n=9) or HGV (n=7) underwent a mixed-meal tolerance test to determine beta cell function and wore a blinded continuous glucose monitor for a week. After an i.v. injection with [68Ga]Ga-NODAGA-exendin-4, PET images were acquired for the quantification of pancreatic uptake of radiolabelled exendin. The mean standardised uptake value (SUVmean) of the pancreas was used to determine the amount of beta cell mass. RESULTS Participants with LGV had lower HbA1c (46.0 mmol/mol [44.5-52.5] [6.4% (6.3-7)] vs 80 mmol/mol [69.0-110] [9.5% (8.5-12.2)], p=0.001) and higher time in range (TIR) (75.6% [73.5-90.3] vs 38.7% [25.1-48.5], p=0.002) than those with HGV. The SUVmean of the pancreas was higher for the LGV than for the HGV group (5.1 [3.6-5.6] vs 2.9 [2.1-3.4], p=0.008). The AUCC-peptide:AUCglucose ratio was numerically, but not statistically, higher in the LGV compared with the HGV group (2.7×10-2 [6.2×10-4-5.3×10-2] vs 9.3×10-4 [4.7×10-4-5.2×10-3], p=0.21). SUVmean correlated with the AUCC-peptide:AUCglucose ratio (Pearson r=0.64, p=0.01), as well as with the TIR (r=0.64, p=0.01) and the SD of interstitial glucose levels (r=-0.66, p=0.007). CONCLUSION/INTERPRETATION Our data show higher beta cell mass in people with type 1 diabetes and LGV than in those with HGV, independent of beta cell function.
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Affiliation(s)
- Theodorus J P Jansen
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Maarten Brom
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Marti Boss
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands.
| | - Mijke Buitinga
- Nutrition and Movement Sciences, Maastricht University, Maastricht, the Netherlands
- Radiology and Nuclear Medicine, Maastricht UMC+, Maastricht, the Netherlands
| | - Cees J Tack
- Internal Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Lian A van Meijel
- Internal Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
- Internal Medicine, Maxima Medical Center, Veldhoven, the Netherlands
| | - Bastiaan E de Galan
- Internal Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
- Internal Medicine, Maastricht UMC+, Maastricht, the Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University, Maastricht, the Netherlands
| | - Martin Gotthardt
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands
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16
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Polsky S, Foster NC, DuBose SN, Agarwal S, Lyons S, Peters AL, Uwaifo GI, DiMeglio LA, Sherr JL, Levy CJ. Incident diabetes complications among women with type 1 diabetes based on parity. J Matern Fetal Neonatal Med 2022; 35:4629-4634. [PMID: 33280471 DOI: 10.1080/14767058.2020.1858278] [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: 01/29/2020] [Revised: 11/18/2020] [Accepted: 11/27/2020] [Indexed: 10/22/2022]
Abstract
OBJECTIVES To assess risk factors and incidence of diabetes complications in women with type 1 diabetes (T1D) based on parity. RESEARCH DESIGN/METHODS Data were collected from women (16-40 years old) in the T1D Exchange completing pregnancy/childbirth questionnaires during 2011-2013 and 2016-2018. Incidence of risk factors and diabetes complications were compared between women with a first pregnancy at/within 1-year of enrollment (n = 28) and never pregnant women by year 5 (n = 469). RESULTS There was a trend for lower HbA1c (adjusted p = .14) and higher rates of overweight/obesity, triglyceride/HDL > 2, log (triglyercide/HDL), and hypertension among parous women compared with nulliparous women. There were no significant differences in rates of advanced nephropathy, albuminuria or cardiovascular disease. CONCLUSIONS Four-5 years after delivery, parous women with T1D tended to have lower HbA1c levels despite higher body mass indices and more frequent adverse lipid profiles and hypertension compared with nulliparous women. Further studies based on these trends are warranted.
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Affiliation(s)
- Sarit Polsky
- Barbara Davis Center for Diabetes, University of Colorado Denver, Aurora, CO, USA
| | | | | | | | - Sarah Lyons
- Baylor College of Medicine, Houston, TX, USA
| | - Anne L Peters
- Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
| | | | | | | | - Carol J Levy
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
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17
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Martínez-Ortega AJ, Muñoz-Gómez C, Gros-Herguido N, Remón-Ruiz PJ, Acosta-Delgado D, Losada-Viñau F, Pumar-López A, Mangas-Cruz MÁ, González-Navarro I, López-Gallardo G, Bellido V, Soto-Moreno AM. Description of a Cohort of Type 1 Diabetes Patients: Analysis of Comorbidities, Prevalence of Complications and Risk of Hypoglycemia. J Clin Med 2022; 11:1039. [PMID: 35207312 PMCID: PMC8875497 DOI: 10.3390/jcm11041039] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 02/09/2022] [Accepted: 02/15/2022] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Despite major medical advances, Type 1 Diabetes (T1D) patients still have greater morbimortality than the general population. Our aim was to describe our cohort of T1D patients and identify potential risk factors susceptible to prevention strategies. METHODS Cross-sectional, observational study, including T1D patients treated at our center, from 1 March 2017 to 31 March 2020. INCLUSION CRITERIA T1D, age > 14 years and signed informed consent. EXCLUSION CRITERIA diabetes other than T1D, age < 14 years and/or refusal to participate. RESULTS Study population n = 2181 (49.8% females, median age at enrollment 41 years, median HbA1c 7.7%; 38.24% had at least one comorbidity). Roughly 7.45% had severe hypoglycemia (SH) within the prior year. Macro/microvascular complications were present in 42.09% (5.83% and 41.14%, respectively). The most frequent microvascular complication was diabetic retinopathy (38.02%), and coronary disease (3.21%) was the most frequent macrovascular complication. The risk of complications was higher in males than in females, mainly macrovascular. Patients with SH had a higher risk of complications (OR 1.42; 1.43 in males versus 1.42 in females). CONCLUSIONS Our T1D population is similar to other T1D populations. We should minimize the risk of SH, and male patients should perhaps be treated more aggressively regarding cardiovascular risk factors.
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Affiliation(s)
- Antonio J. Martínez-Ortega
- Endocrinology and Nutrition Department, Virgen del Rocío University Hospital, Manuel Siurot Av., 41013 Seville, Spain; (C.M.-G.); (N.G.-H.); (P.J.R.-R.); (D.A.-D.); (F.L.-V.); (A.P.-L.); (M.Á.M.-C.); (I.G.-N.); (G.L.-G.); (V.B.); (A.M.S.-M.)
- Endocrine Diseases Laboratory, Institute of Biomedicine of Seville, Manuel Siurot Av., 41013 Seville, Spain
| | - Cristina Muñoz-Gómez
- Endocrinology and Nutrition Department, Virgen del Rocío University Hospital, Manuel Siurot Av., 41013 Seville, Spain; (C.M.-G.); (N.G.-H.); (P.J.R.-R.); (D.A.-D.); (F.L.-V.); (A.P.-L.); (M.Á.M.-C.); (I.G.-N.); (G.L.-G.); (V.B.); (A.M.S.-M.)
| | - Noelia Gros-Herguido
- Endocrinology and Nutrition Department, Virgen del Rocío University Hospital, Manuel Siurot Av., 41013 Seville, Spain; (C.M.-G.); (N.G.-H.); (P.J.R.-R.); (D.A.-D.); (F.L.-V.); (A.P.-L.); (M.Á.M.-C.); (I.G.-N.); (G.L.-G.); (V.B.); (A.M.S.-M.)
| | - Pablo Jesús Remón-Ruiz
- Endocrinology and Nutrition Department, Virgen del Rocío University Hospital, Manuel Siurot Av., 41013 Seville, Spain; (C.M.-G.); (N.G.-H.); (P.J.R.-R.); (D.A.-D.); (F.L.-V.); (A.P.-L.); (M.Á.M.-C.); (I.G.-N.); (G.L.-G.); (V.B.); (A.M.S.-M.)
| | - Domingo Acosta-Delgado
- Endocrinology and Nutrition Department, Virgen del Rocío University Hospital, Manuel Siurot Av., 41013 Seville, Spain; (C.M.-G.); (N.G.-H.); (P.J.R.-R.); (D.A.-D.); (F.L.-V.); (A.P.-L.); (M.Á.M.-C.); (I.G.-N.); (G.L.-G.); (V.B.); (A.M.S.-M.)
| | - Fernando Losada-Viñau
- Endocrinology and Nutrition Department, Virgen del Rocío University Hospital, Manuel Siurot Av., 41013 Seville, Spain; (C.M.-G.); (N.G.-H.); (P.J.R.-R.); (D.A.-D.); (F.L.-V.); (A.P.-L.); (M.Á.M.-C.); (I.G.-N.); (G.L.-G.); (V.B.); (A.M.S.-M.)
| | - Alfonso Pumar-López
- Endocrinology and Nutrition Department, Virgen del Rocío University Hospital, Manuel Siurot Av., 41013 Seville, Spain; (C.M.-G.); (N.G.-H.); (P.J.R.-R.); (D.A.-D.); (F.L.-V.); (A.P.-L.); (M.Á.M.-C.); (I.G.-N.); (G.L.-G.); (V.B.); (A.M.S.-M.)
| | - Miguel Ángel Mangas-Cruz
- Endocrinology and Nutrition Department, Virgen del Rocío University Hospital, Manuel Siurot Av., 41013 Seville, Spain; (C.M.-G.); (N.G.-H.); (P.J.R.-R.); (D.A.-D.); (F.L.-V.); (A.P.-L.); (M.Á.M.-C.); (I.G.-N.); (G.L.-G.); (V.B.); (A.M.S.-M.)
| | - Irene González-Navarro
- Endocrinology and Nutrition Department, Virgen del Rocío University Hospital, Manuel Siurot Av., 41013 Seville, Spain; (C.M.-G.); (N.G.-H.); (P.J.R.-R.); (D.A.-D.); (F.L.-V.); (A.P.-L.); (M.Á.M.-C.); (I.G.-N.); (G.L.-G.); (V.B.); (A.M.S.-M.)
| | - Gema López-Gallardo
- Endocrinology and Nutrition Department, Virgen del Rocío University Hospital, Manuel Siurot Av., 41013 Seville, Spain; (C.M.-G.); (N.G.-H.); (P.J.R.-R.); (D.A.-D.); (F.L.-V.); (A.P.-L.); (M.Á.M.-C.); (I.G.-N.); (G.L.-G.); (V.B.); (A.M.S.-M.)
| | - Virginia Bellido
- Endocrinology and Nutrition Department, Virgen del Rocío University Hospital, Manuel Siurot Av., 41013 Seville, Spain; (C.M.-G.); (N.G.-H.); (P.J.R.-R.); (D.A.-D.); (F.L.-V.); (A.P.-L.); (M.Á.M.-C.); (I.G.-N.); (G.L.-G.); (V.B.); (A.M.S.-M.)
| | - Alfonso Manuel Soto-Moreno
- Endocrinology and Nutrition Department, Virgen del Rocío University Hospital, Manuel Siurot Av., 41013 Seville, Spain; (C.M.-G.); (N.G.-H.); (P.J.R.-R.); (D.A.-D.); (F.L.-V.); (A.P.-L.); (M.Á.M.-C.); (I.G.-N.); (G.L.-G.); (V.B.); (A.M.S.-M.)
- Endocrine Diseases Laboratory, Institute of Biomedicine of Seville, Manuel Siurot Av., 41013 Seville, Spain
- Medicine Department, Faculty of Medicine, University of Sevilla, Dr. Fedriani Av., 41009 Seville, Spain
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18
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Chrisp GL, Quartararo M, Torpy DJ, Falhammar H, Rushworth RL. Trends in hospital admissions for adrenal insufficiency in adolescents and young adults in the 21 st century. Front Endocrinol (Lausanne) 2022; 13:986342. [PMID: 36204108 PMCID: PMC9530131 DOI: 10.3389/fendo.2022.986342] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 08/18/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Very little is known about the epidemiology of adrenal crises (AC) and adrenal insufficiency (AI) in adolescents and young adults. METHODS Data on all admissions to Australian hospitals between 2000/1 to 2019/20 for a principal diagnosis of AI (including AC) in 10-24 year olds were extracted from a national repository. Age and sex-specific rates and age-adjusted rates were compared. FINDINGS Over the study, there were 3386 admissions for a principal diagnosis of AI; 24.0% (n=812) were for an AC and 50·7% (n=1718) were for secondary AI. Age-adjusted AI admissions increased from 31·70/million in 2000/1 to 54·68/million in 2019/20 (p<0·0001). Age-adjusted AC admissions also increased, most notably in the second decade (from 5·80/million in 2010/11 to 15·75/million in 2019/20) (p<0·00001). Average AI and AC admission rates were comparable between the sexes, but rates increased significantly in females, especially in those aged 20 to 24 years, whose AC rate in 2019/20 (39·65/million) was significantly higher than the corresponding rate in 2000/1 (3·15/million) (p<0·00001). Average age-adjusted SAI admission rates were higher in males (23·92/million) than females (15·47/million) (p<0·00001). However, SAI admission rates increased only among females (from 11·81/million to 22·12/million in 2019/20), with an increase in 20-24 year old females in the second decade from 5·07/million in 2010 to 20·42/million (p<0·00001). Age adjusted admissions for congenital adrenal hyperplasia, primary AI (PAI) and drug-induced AI did not change significantly over the study. INTERPRETATION AC/AI admissions increased over the first two decades of this century in the emerging adult population, particularly among females who also experienced a marked increase in AC admission rates, most evident in the second decade. Although uncertain, possible explanations include: dose of glucocorticoid replacement; non-adherence to therapy; psychosocial factors; and difficulty in transition to adult services. Admissions for SAI also increased, while rates of PAI and CAH remained constant.
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Affiliation(s)
| | - Maria Quartararo
- The University of Notre Dame, Australia, Darlinghurst, NSW, Australia
| | - David J. Torpy
- Endocrine and Metabolic Unit, Royal Adelaide Hospital, Adelaide, SA, Australia
- University of Adelaide, Adelaide, SA, Australia
| | - Henrik Falhammar
- Department of Endocrinology, Karolinska University Hospital, Stockholm, Sweden
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - R. Louise Rushworth
- The University of Notre Dame, Australia, Darlinghurst, NSW, Australia
- *Correspondence: R. Louise Rushworth,
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Planalp EM, Kliems H, Chewning BA, Palta M, LeCaire TJ, Young LA, Cox ED. Development and validation of the self-management Barriers and Supports Evaluation for working-aged adults with type 1 diabetes mellitus. BMJ Open Diabetes Res Care 2022; 10:10/1/e002583. [PMID: 34980593 PMCID: PMC8724717 DOI: 10.1136/bmjdrc-2021-002583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 12/11/2021] [Indexed: 11/16/2022] Open
Abstract
INTRODUCTION To optimize type 1 diabetes mellitus self-management, experts recommend a person-centered approach, in which care is tailored to meet people's needs and preferences. Existing tools for tailoring type 1 diabetes mellitus education and support are limited by narrow focus, lack of strong association with meaningful outcomes like A1c, or having been developed before widespread use of modern diabetes technology. To facilitate comprehensive, effective tailoring for today's working-aged adults with type 1 diabetes mellitus, we developed and validated the Barriers and Supports Evaluation (BASES). RESEARCH DESIGN AND METHODS Participants 25-64 years of age with type 1 diabetes mellitus were recruited from clinics and a population-based registry. Content analysis of semistructured interviews (n=33) yielded a pool of 136 items, further refined to 70 candidate items on a 5-point Likert scale through cognitive interviewing and piloting. To develop and validate the tool, factor analyses were applied to responses to candidate items (n=392). Additional survey data included demographics and the Diabetes-Specific Quality of Life (QOL) Scale-Revised. To evaluate concurrent validity, hemoglobin A1c (HbA1c) values and QOL scores were regressed on domain scores. RESULTS Factor analyses yielded 5 domains encompassing 30 items: Learning Opportunities, Costs and Insurance, Family and Friends, Coping and Behavioral Skills, and Diabetes Provider Interactions. Models exhibited good to adequate fit (Comparative Fit Index >0.88 and Root Mean Squared Error of Approximation <0.06). All domains demonstrated significant associations with HbA1c and QOL in the expected direction, except Family and Friends. Coping and Behavioral Skills had the strongest associations with both HbA1c and QOL. CONCLUSIONS The BASES is a valid, comprehensive, person-centered tool that can tailor diabetes support and education to individuals' needs in a modern practice environment, improving effectiveness and uptake of services. Clinicians could use the tool to uncover patient-specific barriers that limit success in achieving HbA1c goals and optimal QOL.
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Affiliation(s)
| | - Harald Kliems
- Department of Pediatrics, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Betty A Chewning
- Department of Social and Administrative Sciences, School of Pharmacy, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Mari Palta
- Population Health Sciences, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Tamara J LeCaire
- Wisconsin Alzheimer's Institute, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Laura A Young
- Department of Medicine, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Elizabeth D Cox
- Department of Pediatrics, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
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20
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Pozzilli V, Grasso EA, Tomassini V. Similarities and differences between multiple sclerosis and type 1 diabetes. Diabetes Metab Res Rev 2022; 38:e3505. [PMID: 34651395 PMCID: PMC9285024 DOI: 10.1002/dmrr.3505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Multiple sclerosis (MS) and type 1 diabetes (T1D) are chronic conditions that result from dysfunction of the immune system. Their common root in autoimmunity stimulates interest in the exploration of similarities and differences between the two diseases. Genetic susceptibility is relevant, creating a substrate, on which environmental factors act as a trigger of an aberrant immune response. Despite being both T-cell mediated disorders with a strong involvement of the humoral arm, immunomodulation is a mainstay of MS management, whereas hormone replacement therapy remains the principal approach for T1D. T1D is usually diagnosed in children and adolescents, while MS is typical of young adults. This difference has implications for disease progression and treatment. The SARS-CoV-2 pandemic and its effect on immunity may affect the prevalence of these conditions, as well as their clinical manifestation.
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Affiliation(s)
- Valeria Pozzilli
- Department of Neurosciences, Imaging and Clinical SciencesInstitute of Advanced Biomedical Technologies (ITAB)University “G. d’Annunzio” of Chieti‐PescaraChietiItaly
- Department of Clinical NeurologyMultiple Sclerosis CentreSS. Annunziata University HospitalChietiItaly
| | - Eleonora Agata Grasso
- Department of Neurosciences, Imaging and Clinical SciencesInstitute of Advanced Biomedical Technologies (ITAB)University “G. d’Annunzio” of Chieti‐PescaraChietiItaly
- Department of Clinical NeurologyMultiple Sclerosis CentreSS. Annunziata University HospitalChietiItaly
- Department of PaediatricsSS. Annunziata University HospitalChietiItaly
| | - Valentina Tomassini
- Department of Neurosciences, Imaging and Clinical SciencesInstitute of Advanced Biomedical Technologies (ITAB)University “G. d’Annunzio” of Chieti‐PescaraChietiItaly
- Department of Clinical NeurologyMultiple Sclerosis CentreSS. Annunziata University HospitalChietiItaly
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21
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Boettcher C, Tittel SR, Meissner T, Gohlke B, Stachow R, Dost A, Wunderlich S, Lowak I, Lanzinger S. Sex differences over time for glycemic control, pump use and insulin dose in patients aged 10-40 years with type 1 diabetes: a diabetes registry study. BMJ Open Diabetes Res Care 2021; 9:9/2/e002494. [PMID: 34969693 PMCID: PMC8718474 DOI: 10.1136/bmjdrc-2021-002494] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 11/23/2021] [Indexed: 11/15/2022] Open
Abstract
INTRODUCTION To evaluate sex differences in people with type 1 diabetes concerning changes in glycemic control and trends in insulin pump use and insulin dose over two decades in adolescents and one-and-a-half decades in adults. RESEARCH DESIGN AND METHODS People aged 10-20 years (data years 1999-2018) and 21-40 years (data years 2004-2018) with type 1 diabetes were identified in the Diabetes Prospective Follow-up Registry (DPV). All available patients' data sets of the respective period were used for linear regression analyses to investigate trends in HbA1c, pump use, insulin doses and body mass index SD scores (BMI-SDS) in females and males. In addition, stratification by migrant background was made for the adolescent group. RESULTS In the youth group (n=68 662), both boys and girls showed an HbA1c decrease over the period examined. After stratification for migrant background, an HbA1c convergence between boys and girls was seen in those without migrant background as of 2016. Usage of insulin pumps increased continuously from 3% (boys and girls) to 47% (boys) and 54% (girls), respectively. The daily insulin dose in units per kilogram body weight and day increased continuously from 1999 to 2018. An insulin dose leveling between boys and girls occurred. BMI-SDS consistently increased in girls whereas only slight variations were observed in boys.The adult group (n=15 380) showed constant HbA1c sex differences from 2004 to 2018 with lower HbA1c level in females. The use of insulin pump therapy rose from 18% to 35% (males) and 30% to 50% (females). CONCLUSIONS The gap in metabolic control between boys and girls with type 1 diabetes seems to close, but predominantly in adolescents without a migrant background. Improved HbA1c was associated with increased insulin pump use, especially in girls.In adult patients, sex differences in metabolic control and insulin pump use persist: women show constantly lower HbA1c values and higher insulin pump use.
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Affiliation(s)
- Claudia Boettcher
- Paediatric Endocrinology and Diabetology, University of Bern Faculty of Medicine, Bern, Switzerland
| | - Sascha R Tittel
- Institute of Epidemiology and Medical Biometry (ZIBMT), University of Ulm, Ulm, Germany
- German Centre for Diabetes Research (DZD), Munich-Neuherberg, Germany
| | - Thomas Meissner
- Department of General Paediatrics, Neonatology and Paediatric Cardiology, Medical Faculty, University Children's Hospital, Düsseldorf, Germany
| | - Bettina Gohlke
- Paediatric Endocrinology and Diabetology, University of Bonn, Bonn, Germany
| | - Rainer Stachow
- Sylt Specialist Clinic for Children and Adolescents, Westerland, Germany
| | - Axel Dost
- Department of Paediatrics, University Hospital Jena, Jena, Germany
| | - Sybille Wunderlich
- Clinic for Internal Medicine-Diabetology and Angiology Mitte, DRK Hospitals Berlin, Berlin, Germany
| | - Iris Lowak
- Diabetes Centre Forchheim, Forchheim, Germany
| | - Stefanie Lanzinger
- Institute of Epidemiology and Medical Biometry (ZIBMT), University of Ulm, Ulm, Germany
- German Centre for Diabetes Research (DZD), Munich-Neuherberg, Germany
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22
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Hasheminasabgorji E, Jha JC. Dyslipidemia, Diabetes and Atherosclerosis: Role of Inflammation and ROS-Redox-Sensitive Factors. Biomedicines 2021; 9:biomedicines9111602. [PMID: 34829831 PMCID: PMC8615779 DOI: 10.3390/biomedicines9111602] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 11/01/2021] [Accepted: 11/01/2021] [Indexed: 12/16/2022] Open
Abstract
The prevalence of diabetes is growing at an alarming rate with increased disability, morbidity, and often premature mortality because of the various complications of this disorder. Chronic hyperglycemia, dyslipidemia, and other metabolic alterations lead to the development and progression of macro- and microvascular complications of diabetes including cardiovascular, retinal and kidney disease. Despite advances in glucose and lipid lowering treatments, a large number of diabetic individuals develop one or more types of these complications, ultimately leading to end-organ damage over the time. Atherosclerosis is the major macro-vascular complications of diabetes and the primary underlying cause of cardiovascular disease (CVD) posing heavy burden on the health care system. In this review, we discuss the involvement of dyslipidemia in the progression of atherosclerosis by activating the pro-inflammatory cytokines and oxidative stress-related factors. In addition, we also provide information on various pharmacological agents that provides protection against diabetic atherosclerosis by reducing inflammation and oxidative stress.
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Affiliation(s)
- Elham Hasheminasabgorji
- Department of Clinical Biochemistry and Medical Genetics, Molecular and Cell Biology Research Center, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari 4815733971, Iran;
| | - Jay C. Jha
- Department of Diabetes, Central Clinical School, Monash University, Melbourne 3004, Australia
- Correspondence:
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23
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Pasqua MR, Tsoukas MA, Haidar A. Strategically Playing with Fire: SGLT Inhibitors as Possible Adjunct to Closed-Loop Insulin Therapy. J Diabetes Sci Technol 2021; 15:1232-1242. [PMID: 34558336 PMCID: PMC8655283 DOI: 10.1177/19322968211035411] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
As closed-loop insulin therapies emerge into clinical practice and evolve in medical research for type 1 diabetes (T1D) treatment, the limitations in these therapies become more evident. These gaps include unachieved target levels of glycated hemoglobin in some patients, postprandial hyperglycemia, the ongoing need for carbohydrate counting, and the lack of non-glycemic benefits (such as prevention of metabolic syndrome and complications). Multiple adjunct therapies have been examined to improve closed-loop systems, yet none have become a staple. Sodium-glucose-linked cotransporter inhibitors (SGLTi's) have been extensively researched in T1D, with average reductions in placebo-adjusted HbA1c by 0.39%, and total daily dose by approximately 10%. Unfortunately, many trials revealed an increased risk of diabetic ketoacidosis, as high as 5 times the relative risk compared to placebo. This narrative review discusses the proven benefits and risks of SGLTi in patients with T1D with routine therapy, what has been studied thus far in closed-loop therapy in combination with SGLTi, the potential benefits of SGLTi use to closed-loop systems, and what is required going forward to improve the benefit to risk ratio in these insulin systems.
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Affiliation(s)
- Melissa-Rosina Pasqua
- Division of Endocrinology, McGill
University Health Centre, Montreal, QC, Canada
- Melissa-Rosina Pasqua, MD, Mailing address:
McGill University Health Centre, 1001 boulevard de Décarie, Montreal, QC H4A
3J1, Canada.
| | - Michael A. Tsoukas
- Division of Endocrinology, McGill
University Health Centre, Montreal, QC, Canada
| | - Ahmad Haidar
- Department of Biomedical Engineering,
McGill University, Montreal, QC, Canada
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24
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Kruger S, Deacon E, van Rensburg E, Segal DG. Young adult women's meaning-making of living with type 1 diabetes: towards growth and optimism. Psychol Health 2021; 38:573-590. [PMID: 34510968 DOI: 10.1080/08870446.2021.1977303] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Objective: Type 1 diabetes is primarily researched as a medical condition; an examination of the subjective experience of it appears to be neglected. This study explored young women's meaning-making of living with type 1 diabetes in an attempt to uncover possible positive outcomes of growth and optimism.Design: Interpretative phenomenological analysis (IPA) enabled the in-depth exploration of the journeys of a group of young female adults living with type 1 diabetes from distress to positive outcomes. Six participants between the ages of 18 and 25 were recruited from a Centre for Diabetes and Endocrinology, in Parktown, South Africa, to participate in semi-structured interviews about their meaning-making process.Results: Three superordinate themes emerged: (1) the process of reappraising a life with diabetes; (2) the development of diabetes as a lifestyle; and (3) positive outcomes of living with diabetes.Conclusion: Findings in this study demonstrate how the meaning-making process has a significant impact on positive adjustment to living with diabetes. While participants experienced distress, they reframed living with diabetes as an opportunity for empowerment and personal growth. Actively seeking and promoting of the positive outcomes of meaning-making could assist young adults to improve their quality of life while living with diabetes.
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Affiliation(s)
- Sylvia Kruger
- Department of Psychosocial Health, North-West University, Potchefstroom, South Africa and Optentia Research Focus Area, North-West University, Vaal Triangle Campus, Vanderbijlpark, South Africa
| | - Elmari Deacon
- Department of Psychosocial Health, North-West University, Potchefstroom, South Africa and Optentia Research Focus Area, North-West University, Vaal Triangle Campus, Vanderbijlpark, South Africa
| | - Esmé van Rensburg
- Department of Psychosocial Health, North-West University, Potchefstroom, South Africa
| | - David Grant Segal
- Optentia Research Focus Area, North-West University, Vaal Triangle Campus, Vanderbijlpark, South Africa
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25
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Auzanneau M, Rosenbauer J, Maier W, von Sengbusch S, Hamann J, Kapellen T, Freckmann G, Schmidt S, Lilienthal E, Holl RW. Heterogeneity of Access to Diabetes Technology Depending on Area Deprivation and Demographics Between 2016 and 2019 in Germany. J Diabetes Sci Technol 2021; 15:1059-1068. [PMID: 34253084 PMCID: PMC8442190 DOI: 10.1177/19322968211028608] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Despite increasing use of technology in type 1 diabetes, persistent ethnic and socio-economic disparities have been reported. We analyzed how the use of insulin pump therapy and continuous glucose monitoring (CGM) evolved over the years in Germany depending on demographics and area deprivation. METHOD We investigated the use of insulin pump and CGM between 2016 and 2019 in 37,798 patients with type 1 diabetes aged < 26 years from the German Prospective Follow-up Registry (DPV). Associations with federal state, area-deprivation quintile (German Index of Multiple Deprivation 2010 on district level), gender, and migration background were investigated over time using multiple logistic regression. RESULTS Between 2016 and 2019, the regional distribution of insulin pump use did not change substantially and the association with area deprivation remained non-linear and statistically non-significant. The effect of area deprivation on CGM use decreased continuously and disappeared in 2019 (OR [95%-CI] Q1 vs Q5: 1.85 [1.63-2.10] in 2016; 0.97 [0.88-1.08] in 2019). The effect of migration background on the use of either technology decreased over the years but remained significant in 2019. Girls had constantly higher odds of using an insulin pump than boys (OR: 1.25 [1.18-1.31] in 2019), whereas no gender difference was identified for CGM use. CONCLUSIONS Although disparities decreased in Germany, access to diabetes technology still depends on migration background in 2019, and gender differences in pump use persist. As technological advances are made, further research is needed to understand the reasons for these persistent disparities.
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Affiliation(s)
- Marie Auzanneau
- Institute of Epidemiology and Medical
Biometry, ZIBMT, University of Ulm, Ulm, Baden-Württemberg, Germany
- German Center for Diabetes Research
(DZD), Neuherberg, Germany
- Marie Auzanneau, MPH, Institute of
Epidemiology and Medical Biometry, ZIBMT, University of Ulm,
Albert-Einstein-Allee 41, Ulm, Baden-Württemberg D-89081, Germany.
| | - Joachim Rosenbauer
- German Center for Diabetes Research
(DZD), Neuherberg, Germany
- Institute for Biometrics and
Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at
Heinrich Heine University, Düsseldorf, North Rhine-Westphalia, Germany
| | - Werner Maier
- German Center for Diabetes Research
(DZD), Neuherberg, Germany
- Institute of Health Economics and
Health Care Management, Helmholtz Zentrum München, German Research Center for
Environmental Health (GmbH), Neuherberg, Bayern, Germany
| | - Simone von Sengbusch
- Department of Pediatrics and Adolescent
Medicine, Division of Pediatric Endocrinology and Diabetes, University of Lübeck,
Lübeck, Schleswig-Holstein, Germany
| | - Johannes Hamann
- Department of Pediatrics, St. Marien
Hospital Landshut, Landshut, Germany
| | - Thomas Kapellen
- Department of Women and Child Health,
Hospital for Children and Adolescents, University of Leipzig, Leipzig, Sachsen,
Germany
| | - Guido Freckmann
- Institut für Diabetes-Technologie,
Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm,
Baden-Württemberg, Ulm, Germany
| | - Silke Schmidt
- Department of Paediatrics and
Adolescent Medicine, Klinikum Dritter Orden, Munich, Bavaria, Germany
| | - Eggert Lilienthal
- Department of Pediatrics, St.
Josef-Hospital, Ruhr-University Bochum, Bochum, Nordrhein-Westfalen, Germany
| | - Reinhard W. Holl
- Institute of Epidemiology and Medical
Biometry, ZIBMT, University of Ulm, Ulm, Baden-Württemberg, Germany
- German Center for Diabetes Research
(DZD), Neuherberg, Germany
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Lavens A, Nobels F, De Block C, Oriot P, Verhaegen A, Chao S, Casteels K, Mouraux T, Doggen K, Mathieu C. Effect of an Integrated, Multidisciplinary Nationwide Approach to Type 1 Diabetes Care on Metabolic Outcomes: An Observational Real-World Study. Diabetes Technol Ther 2021; 23:565-576. [PMID: 33780640 DOI: 10.1089/dia.2021.0003] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Objective: Achieving good metabolic control in people with type 1 diabetes (T1D) remains a challenge, despite the evolutions in diabetes technologies over the past decade. Here we investigate the evolution of metabolic control in people with T1D, where care is provided by specialized centers with access to technology, diabetes education, and regular follow-up. Methods: Data were cross-sectionally collected between 2010 and 2018 from more than 100 centers in Belgium. The evolutions over time of hemoglobin A1C (HbA1c), low-density lipoprotein (LDL) cholesterol, and systolic blood pressure (SBP) were investigated, together with the evolutions of use of insulin pump (continuous subcutaneous insulin infusion [CSII]), continuous glucose monitoring (CGM), and lipid-lowering and antihypertensive drugs. Association of HbA1c with gender, age, diabetes duration, and technology use was analyzed on the most recent cohort. Results: The study population contained data from 89,834 people with T1D (age 1-80 years). Mean HbA1c decreased from 65 mmol/mol (8.1%) in 2010-2011 to 61 mmol/mol (7.7%) in 2017-2018 (P < 0.0001, adjusted for gender, age, diabetes duration, and technology use). Respectively, mean LDL cholesterol decreased from 2.45 mmol/L (94.6 mg/dL) to 2.29 mmol/L (88.5 mg/dL) (P < 0.0001, adjusted for gender, age, and diabetes duration), and mean SBP remained stable. CGM usage increased, whereas the use of CSII and lipid-lowering and antihypertensive drugs remained stable. Gender, age, diabetes duration, and technology use were independently associated with HbA1c. Conclusions: Our real-world data show that metabolic and lipid control improved over time in a system where T1D care is organized through specialized multidisciplinary centers with emphasis on linking education to provision of technology, and its quality is monitored.
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Affiliation(s)
- Astrid Lavens
- Health Services Research, Sciensano, Brussels, Belgium
| | - Frank Nobels
- Department of Endocrinology, Onze-Lieve-Vrouw Hospital Aalst, Aalst, Belgium
| | - Christophe De Block
- Department of Endocrinology, Diabetology and Metabolism, University of Antwerp-Antwerp University Hospital, Antwerp, Belgium
| | - Philippe Oriot
- Department of Endocrinology and Diabetes, Mouscron Hospital Centre, Mouscron, Belgium
| | - Ann Verhaegen
- Department of Endocrinology, Diabetology and Metabolism, University of Antwerp-Antwerp University Hospital, Antwerp, Belgium
| | - Suchsia Chao
- Health Services Research, Sciensano, Brussels, Belgium
| | - Kristina Casteels
- Department of Pediatrics, University Hospitals Leuven-KU Leuven, Leuven, Belgium
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium
| | - Thierry Mouraux
- Department of Pediatric Endocronology, University Hospitals de Namur-UC Louvain, Yvoir, Belgium
| | - Kris Doggen
- Health Services Research, Sciensano, Brussels, Belgium
| | - Chantal Mathieu
- Department of Endocrinology, University Hospitals Leuven-KU Leuven, Leuven, Belgium
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27
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Vendrame F, Calhoun P, Bocchino LE, Pratley RE, Casu A. Impact of bariatric surgery and weight loss medications in adults with type 1 diabetes in the T1D Exchange Clinic Registry. J Diabetes Complications 2021; 35:107884. [PMID: 33610436 DOI: 10.1016/j.jdiacomp.2021.107884] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 01/19/2021] [Accepted: 02/02/2021] [Indexed: 11/15/2022]
Abstract
AIM To investigate the impact of bariatric surgery and weight loss medications in adults with type 1 diabetes. MATERIALS AND METHODS Subjects enrolled in the T1D Exchange (T1DX) Clinic Registry age ≥ 18 years with a diabetes duration of ≥1 year were included in the analysis (n = 13,501). Data for participants (n = 37) with bariatric surgery after diabetes onset were assessed before and after surgery and also compared to a matched control group. Data for participants who reported the use of FDA-approved weight loss medications (n = 483) were assessed before starting, during use, and after stopping the medications and also compared to a matched control group. Variables of interest included BMI, HbA1c, blood pressure, lipid profile, rates of acute complications. Data were analyzed using linear mixed models. RESULTS Bariatric surgery resulted in BMI reduction from 38.8 ± 9.1 kg/m2 to 33.3 ± 6.7 kg/m2 (P = 0.006) and HbA1c reduction from 8.8 ± 1.3% (73 ± 14.2 mmol/mol) to 8.1 ± 1.1% (65 ± 12.0 mmol/mol) (P = 0.05). Weight loss medications were not associated with weight loss or better glycemic control although stopping liraglutide favored weight gain. Both interventions were not associated with a significant change in blood pressure or lipid profile. There were no adverse events associated with the use of weight loss medications. CONCLUSIONS Bariatric surgery is effective for weight loss and may improve glycemic control in selected patients. Weight loss medications are not associated with diabetes improvement. A trial with liraglutide may be attempted for weight control, but weight loss medications in general do not show a significant effect.
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Affiliation(s)
- Francesco Vendrame
- Division of Endocrinology, Diabetes, and Metabolism, University of Miami, Miami, FL, United States of America
| | - Peter Calhoun
- Jaeb Center for Health Research, Tampa, FL, United States of America.
| | - Laura E Bocchino
- Jaeb Center for Health Research, Tampa, FL, United States of America
| | - Richard E Pratley
- AdventHealth Translational Research Institute, Orlando, FL, United States of America
| | - Anna Casu
- AdventHealth Translational Research Institute, Orlando, FL, United States of America
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Pease A, Szwarcbard N, Earnest A, Andrikopoulos S, Wischer N, Zoungas S. Glycaemia and utilisation of technology across the lifespan of adults with type 1 diabetes: Results of the Australian National Diabetes Audit (ANDA). Diabetes Res Clin Pract 2021; 171:108609. [PMID: 33310120 DOI: 10.1016/j.diabres.2020.108609] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 10/30/2020] [Accepted: 12/02/2020] [Indexed: 01/22/2023]
Abstract
AIMS To evaluate the utilisation of technologies and associated glycaemia among adults with type 1 diabetes. METHODS De-identified data from adults with type 1 diabetes (≥18 years old) in the Australian National Diabetes Audit (ANDA)-2019 were analysed. Proportions using insulin pumps or injections with continuous glucose monitoring (CGM) or capillary-glucose testing were compared. Technology use among adults was compared to young people (<21 years old) with subsidised CGM. Glycaemia and complication-burden were assessed across management strategies. RESULTS 1,693 adults were analysed. Mean(±SD) age, diabetes duration, and HbA1c were 43.3 ± 17.0 years, 20.3 ± 14.3 years and 8.4% ± 1.7 [68 ± 19 mmol/mol], respectively. Among adults, 40% used at least one device, 27% used insulin pumps, and 23% used CGM. CGM was used by 62% of young people with subsidised access. Mean HbA1c was consistently lower among adults using CGM, insulin pumps, or combined insulin pump and CGM compared to standard care (8.3% ± 1.6 [67 ± 18 mmol/mol], 8.2% ± 1.4 [66 ± 15 mmol/mol], and 7.8% ± 1.4 [62 ± 15 mmol/mol] respectively compared to 8.6% ± 1.8 [70 ± 20 mmol/mol], p < 0.001). Technology use was not associated with diabetic ketoacidosis but CGM was associated with more hypoglycaemia. CONCLUSIONS Government subsidy is an important consideration for utilisation of technologies among adults with type 1 diabetes. Technology use across the adult lifespan was associated with lower HbA1c than insulin injections and capillary-glucose testing.
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Affiliation(s)
- Anthony Pease
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia; Monash Health, Melbourne, Victoria, Australia.
| | - Naomi Szwarcbard
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia; Alfred Health, Melbourne, Victoria, Australia.
| | - Arul Earnest
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.
| | - Sofianos Andrikopoulos
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia; Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia.
| | - Natalie Wischer
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.
| | - Sophia Zoungas
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia; Monash Health, Melbourne, Victoria, Australia; Alfred Health, Melbourne, Victoria, Australia.
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Validation of CARE Scale-7 in treatment-seeking patients with chronic pain: measurement of sex invariance. Pain Rep 2020; 5:e862. [PMID: 33204930 PMCID: PMC7665255 DOI: 10.1097/pr9.0000000000000862] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 08/31/2020] [Accepted: 09/06/2020] [Indexed: 11/25/2022] Open
Abstract
Supplemental Digital Content is Available in the Text. The CARE Scale-7 is the first validated instrument to assess self-care difficulty in both sexes and may promote individualized care planning among chronic pain patients. Objectives: Social and interpersonal factors impact the trajectory of chronic pain. We previously developed and validated a 2-factor, 7-item measure to assess interpersonal factors, including relationship guilt and worry and difficulty prioritizing self-care in chronic pain. Here, we confirm the factor structure and examine the sex invariance of the two-factor structure of the CARE Scale-7. Methods: Data were collected as part of routine clinical care at a tertiary pain clinic using the Collaborative Health Outcomes Information Registry. Patient participants (67% women) were predominantly middle-aged (M = 50.9 years, SD = 17.8), married (55.2%), and White/non-Hispanic (55.7%). Data included demographics, pain characteristics, CARE Scale-7, pain catastrophizing, and Patient-Reported Outcomes Measurement Information System psychological and physical function measures. Confirmatory factor analysis was conducted to validate the factor structure of the CARE Scale, and a stepwise approach to measurement invariances by sex examined configural, metric, and scalar invariance. Results: Internal consistency of the scale items ensured suitability for factor analyses. Confirmatory factor analysis findings revealed an overall good fit of the 2-factor model among males and females and that CARE Scale-7 is in fact sex invariant. Finally, CARE Scale-7 showed convergent validity with pain-related outcomes. Discussion: The CARE Scale is the first validated instrument to assess self-care in both sexes among patients with chronic pain. The subscale of difficulty prioritizing self-care emerged as a potentially unique factor that should be integrated in clinical assessment. CARE Scale may facilitate standardized measurement in research and clinical contexts, which may inform a comprehensive treatment focus that integrates individualized self-care planning.
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Peters AL, McGuire DK, Danne T, Kushner JA, Rodbard HW, Dhatariya K, Sawhney S, Banks P, Jiang W, Davies MJ, Lapuerta P. Diabetic Ketoacidosis and Related Events With Sotagliflozin Added to Insulin in Adults With Type 1 Diabetes: A Pooled Analysis of the inTandem 1 and 2 Studies. Diabetes Care 2020; 43:2713-2720. [PMID: 32928957 PMCID: PMC7576419 DOI: 10.2337/dc20-0924] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 08/09/2020] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To evaluate the incidence and risk factors for diabetic ketoacidosis (DKA) and related adverse events (AEs) in adults with type 1 diabetes treated with sotagliflozin adjunctive to insulin. RESEARCH DESIGN AND METHODS Data from two identically designed, 52-week, randomized studies were pooled and analyzed for DKA, changes in β-hydroxybutyrate (BHB), and percentage of patients with BHB >0.6 and >1.5 mmol/L. The patients were administered placebo, sotagliflozin 200 mg, or sotagliflozin 400 mg once daily. RESULTS A total of 191 ketosis-related AEs were reported, and 98 underwent adjudication. Of these, 37 events (36 patients) were adjudicated as DKA, with an exposure-adjusted incidence rate of 0.2, 3.1, and 4.2 events per 100 patient-years for placebo, sotagliflozin 200 mg, and sotagliflozin 400 mg, respectively. No patient died of a DKA event. From a baseline BHB of ∼0.13 mmol/L, sotagliflozin treatment led to a small median increase over 52 weeks (≤0.05 mmol/L at all time points). Of sotagliflozin-treated patients, approximately 47% and 7% had ≥1 BHB measurement >0.6 mmol/L and >1.5 mmol/L, respectively (vs. 20% and 2%, respectively, of placebo-treated patients). Subsequent to the implementation of a risk mitigation plan, annualized DKA incidence was lower versus preimplementation in both the sotagliflozin 200 and 400 mg groups. CONCLUSIONS In patients with type 1 diabetes, confirmed DKA incidence increased when sotagliflozin was added to insulin compared with insulin alone. A lower incidence of DKA was observed following the implementation of an enhanced risk mitigation plan, suggesting that this risk can be managed with patient education.
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Affiliation(s)
- Anne L Peters
- Keck School of Medicine of the University of Southern California, Los Angeles, CA
| | - Darren K McGuire
- University of Texas Southwestern Medical Center at Dallas, Dallas, TX
| | - Thomas Danne
- Kinder Krakenhaus auf der Bult, Diabetes Zentrum für Kinder and Jugendliche, Hannover, Germany
| | | | - Helena W Rodbard
- Endocrine and Metabolic Consultants Research Center, Rockville, MD
| | - Ketan Dhatariya
- Norfolk and Norwich University Hospitals National Health Service Foundation Trust, Norwich, U.K
| | | | | | - Wenjun Jiang
- Lexicon Pharmaceuticals, Inc., The Woodlands, TX
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Shah VN, Grimsmann JM, Foster NC, Dost A, Miller KM, Pavel M, Weinstock RS, Karges W, Maahs DM, Holl RW. Undertreatment of cardiovascular risk factors in the type 1 diabetes exchange clinic network (United States) and the prospective diabetes follow-up (Germany/Austria) registries. Diabetes Obes Metab 2020; 22:1577-1585. [PMID: 32329127 DOI: 10.1111/dom.14069] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 04/20/2020] [Accepted: 04/20/2020] [Indexed: 12/15/2022]
Abstract
AIM To examine the control of cardiovascular risk factors in type 1 diabetes (T1D) registries from the United States and Germany/Austria. MATERIALS AND METHODS Data on individuals aged ≥12 years with T1D for ≥1 year, from the T1D Exchange Clinic Network (T1DX, United States) and the Prospective Diabetes Follow-up Registry (DPV, Germany/Austria) from 1 January 2016 to 31 March 2018 were analysed. Linear and logistic regression models adjusted for age groups, sex, duration of diabetes and minority status were used to compare clinical characteristics and achievement of diabetes management targets between registries. RESULTS The cohort consisted of 47 936 patients (T1DX, n = 19 442; DPV, n = 28 494). Achievement of HbA1c goals (<7.0%, ages 18-65 years; all others, <7.5%) was better in the DPV for those aged <65 years (all P < .001). However, more older adults (aged ≥65 years) in the T1DX achieved an HbA1c goal of <7.5% compared with DPV (70% vs. 50%, P < .001). The frequency of patients with overweight (53% vs. 51%, P < .001) and obesity (19% vs. 9%, P < .001) was higher in T1DX. The frequency of meeting blood pressure goals (84% vs. 66%, P < .001) and lipid goals (73% vs. 62%, P < .001) was higher in T1DX; this was observed across all age groups (all P < .001). Few young adults aged <26 years received antihypertensive and lipid-lowering medications, respectively, despite indications in both registries (T1DX: 5% and 3%, DPV: 3% and 1%). CONCLUSION A minority of patients with T1D achieve glycaemic targets and the majority are inadequately treated for hypertension and dyslipidaemia. This highlights the need for improved diabetes and cardiovascular risk management strategies in T1D.
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Affiliation(s)
- Viral N Shah
- Barbara Davis Center for Diabetes, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Julia M Grimsmann
- Institute for Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Ulm, Germany
- German Center for Diabetes Research (DZD), Neuherberg, Germany
| | | | - Axel Dost
- Department of Pediatrics, University Hospital Jena, Jena, Germany
| | | | - Marianne Pavel
- Department of Internal Medicine, University of Erlangen, Erlangen, Germany
| | - Ruth S Weinstock
- Department of Medicine, Division of Endocrinology, Diabetes and Metabolism, SUNY Upstate Medical University, Syracuse, New York
| | - Wolfram Karges
- Department of Internal Medicine, University of Aachen, Aachen, Germany
| | - David M Maahs
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California
- Stanford Diabetes Research Center, Stanford University, Stanford, California
| | - Reinhard W Holl
- Institute for Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Ulm, Germany
- German Center for Diabetes Research (DZD), Neuherberg, Germany
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Edelman S, Zhou FL, Preblick R, Verma S, Paranjape S, Davies MJ, Joish VN. Burden of Cardiovascular Disease in Adult Patients with Type 1 Diabetes in the US. PHARMACOECONOMICS - OPEN 2020; 4:519-528. [PMID: 31997126 PMCID: PMC7426334 DOI: 10.1007/s41669-019-00192-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
BACKGROUND AND OBJECTIVES The burden imposed by cardiovascular disease (CVD) on patients with type 1 diabetes (T1D) in the US has not been thoroughly addressed. In a retrospective observational analysis of the Optum® Clinformatics™ Data Mart database, the prevalence of CVD and cardiovascular risk factors (CVRF) as well as health economic outcomes were evaluated in adults with T1D. METHODS Patients with at least one T1D medical claim between January 1, 2016, and December 31, 2016, were divided into cohorts based on the presence of CVD and/or CVRF. Descriptive and multivariate analyses enabled comparisons of healthcare resource utilization and costs between the cohorts. RESULTS The analysis included 12,687 patients: CVD, 2871; CVRF, 5371; and no CVD/CVRF, 4445. The period prevalence of CVD and CVRF in the combined baseline and follow-up periods was 27% and 44%, respectively. Fewer patients in the no-CVD/CVRF cohort had a claim of a diabetes-related inpatient admission compared with the CVD cohort (8% vs. 26%, respectively; P < 0.001, standardized mean difference [SMD] > 0.1). Likewise, fewer patients with no CVD/CVRF visited the emergency department vs. those with CVRF or CVD (diabetes-related: 4% vs. 7% and 18%, respectively; P < 0.001, SMD > 0.1). Higher overall costs were observed for the CVD and CVRF vs. the no-CVD/CVRF cohort ($30,241 and $16,220, respectively, vs. $11,761; P < 0.05 and SMD ≥ 0.1 for both). CONCLUSIONS Cardiovascular comorbidities are common among US adults with T1D. Considering their significant economic burden, optimal management is of the utmost importance to improve patient outcomes and reduce healthcare costs.
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Affiliation(s)
- Steve Edelman
- Veterans Affairs Medical Center, University of California San Diego, 990 Highland Drive, Suite 312, Solana Beach, CA, 92075, USA.
| | | | | | | | | | | | - Vijay N Joish
- Lexicon Pharmaceuticals, Inc., Basking Ridge, NJ, USA
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Abstract
Diabetic ketoacidosis (DKA) is the most common acute hyperglycaemic emergency in people with diabetes mellitus. A diagnosis of DKA is confirmed when all of the three criteria are present - 'D', either elevated blood glucose levels or a family history of diabetes mellitus; 'K', the presence of high urinary or blood ketoacids; and 'A', a high anion gap metabolic acidosis. Early diagnosis and management are paramount to improve patient outcomes. The mainstays of treatment include restoration of circulating volume, insulin therapy, electrolyte replacement and treatment of any underlying precipitating event. Without optimal treatment, DKA remains a condition with appreciable, although largely preventable, morbidity and mortality. In this Primer, we discuss the epidemiology, pathogenesis, risk factors and diagnosis of DKA and provide practical recommendations for the management of DKA in adults and children.
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Affiliation(s)
- Ketan K Dhatariya
- Elsie Bertram Diabetes Centre, Norfolk and Norwich University Hospitals NHS Foundation Trust, Colney Lane, Norwich, Norfolk, UK.,Norwich Medical School, University of East Anglia, Norfolk, UK
| | - Nicole S Glaser
- Department of Pediatrics, University of California Davis, School of Medicine, Sacramento, CA, USA
| | - Ethel Codner
- Institute of Maternal and Child Research, School of Medicine, University of Chile, Santiago, Chile
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Shah VN, Bailey R, Wu M, Foster NC, Pop-Busui R, Katz M, Crandall J, Bacha F, Nadeau K, Libman I, Hiers P, Mizokami-Stout K, DiMeglio LA, Sherr J, Pratley R, Agarwal S, Snell-Bergeon J, Cengiz E, Polsky S, Mehta SN. Risk Factors for Cardiovascular Disease (CVD) in Adults with Type 1 Diabetes: Findings from Prospective Real-life T1D Exchange Registry. J Clin Endocrinol Metab 2020; 105:5709622. [PMID: 31955209 PMCID: PMC7341163 DOI: 10.1210/clinem/dgaa015] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 01/17/2020] [Indexed: 12/20/2022]
Abstract
CONTEXT Cardiovascular disease (CVD) is a major cause of mortality in adults with type 1 diabetes. OBJECTIVE We prospectively evaluated CVD risk factors in a large, contemporary cohort of adults with type 1 diabetes living in the United States. DESIGN Observational study of CVD and CVD risk factors over a median of 5.3 years. SETTING The T1D Exchange clinic network. PATIENTS Adults (age ≥ 18 years) with type 1 diabetes and without known CVD diagnosed before or at enrollment. MAIN OUTCOME MEASURE Associations between CVD risk factors and incident CVD were assessed by multivariable logistic regression. RESULTS The study included 8,727 participants (53% female, 88% non-Hispanic white, median age 33 years [interquartile ratio {IQR} = 21, 48], type 1 diabetes duration 16 years [IQR = 9, 26]). At enrollment, median HbA1c was 7.6% (66 mmol/mol) (IQR = 6.9 [52], 8.6 [70]), 33% used a statin, and 37% used blood pressure medication. Over a mean follow-up of 4.6 years, 325 (3.7%) participants developed incident CVD. Ischemic heart disease was the most common CVD event. Increasing age, body mass index, HbA1c, presence of hypertension and dyslipidemia, increasing duration of diabetes, and diabetic nephropathy were associated with increased risk for CVD. There were no significant gender differences in CVD risk. CONCLUSION HbA1c, hypertension, dyslipidemia and diabetic nephropathy are important risk factors for CVD in adults with type 1 diabetes. A longer follow-up is likely required to assess the impact of other traditional CVD risk factors on incident CVD in the current era.
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Affiliation(s)
- Viral N Shah
- Barbara Davis Center for Diabetes, Aurora, Colorado
| | - Ryan Bailey
- Jaeb Center for Health Research, Tampa, Florida
- Correspondence and Reprint Requests: Ryan Bailey, Jaeb Center for Health Research, 15310 Amberly Dr, Suite 350, Tampa, Florida 33647. E-mail:
| | - Mengdi Wu
- Jaeb Center for Health Research, Tampa, Florida
| | | | | | | | - Jill Crandall
- Albert Einstein College of Medicine, New York, New York
| | - Fida Bacha
- Baylor College of Medicine, Houston, Texas
| | | | - Ingrid Libman
- Childrens Hospital of Pittsburgh of UPMC, Pittsburgh, Pennsylvania
| | - Paul Hiers
- University of Florida, Gainesville, Florida
| | | | | | | | - Richard Pratley
- AdventHealth Translational Research Institute for Metabolism and Diabetes, Orlando, Florida
| | | | | | - Eda Cengiz
- Yale School of Medicine, New Haven, Connecticut
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Akturk HK, Giordano D, Champakanath A, Brackett S, Garg S, Snell-Bergeon J. Long-term real-life glycaemic outcomes with a hybrid closed-loop system compared with sensor-augmented pump therapy in patients with type 1 diabetes. Diabetes Obes Metab 2020; 22:583-589. [PMID: 31789447 DOI: 10.1111/dom.13933] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2019] [Revised: 11/22/2019] [Accepted: 11/27/2019] [Indexed: 01/07/2023]
Abstract
AIM To compare glycaemic metrics at 3 and 6 months in patients with type 1 diabetes on a 670G hybrid closed-loop (HCL) system after using a sensor-augmented pump (SAP) for at least 3 months. MATERIALS AND METHODS A retrospective study from a centre that has the largest number of 670G users in the United States was conducted. Data from 202 SAP users were reviewed. Sixty-one patients were excluded (two for steroid use, four for pregnancy, 27 for previous Enlite use, and 28 for non-continuous use of 670G). Out of 141 patients who met the inclusion criteria, 127 (aged 21-68 years) had complete data. RESULTS HbA1c levels decreased by 0.4% at 3 months and were maintained at 6 months (7.6 ± 0.07 vs. 7.2 ± 0.08, P < 0.001) with no weight gain at 6 months. Time-in-range (70-180 mg/dL) increased from 59.5% ± 1.1% to 70.2% ± 1.2% and 70.1% ± 1.1% at 3 and 6 months (P < 0.001), respectively. At 6 months, time spent in hypoglycaemia (<70 mg/dL) and time spent in hyperglycaemia (>180 mg/dL) were reduced by 30% (2.2% ± 0.2% vs. 3.2% ± 0.2%; P < 0.05) and 26% (28.3% ± 1.2% vs. 38.1% ± 1.2%; P < 0.001), respectively. More time in auto-mode was associated with improved continuous glucose monitoring metrics, lower HbA1c and decreased glycaemic variability. Time in auto-mode declined in men after 3 months, while women maintained similar auto-mode use throughout the study. CONCLUSIONS The HCL system improved HbA1c levels and time-in-range, and decreased time spent in hypoglycaemia and hyperglycaemia at 6 months. Auto-mode use was significantly correlated with continuous glucose monitoring metrics and glycaemic outcomes.
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Affiliation(s)
- Halis Kaan Akturk
- Barbara Davis Center for Diabetes, University of Colorado, Aurora, Colorado
| | - Dominique Giordano
- Barbara Davis Center for Diabetes, University of Colorado, Aurora, Colorado
| | | | - Scott Brackett
- Barbara Davis Center for Diabetes, University of Colorado, Aurora, Colorado
| | - Satish Garg
- Barbara Davis Center for Diabetes, University of Colorado, Aurora, Colorado
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Halper-Stromberg E, Gallo T, Champakanath A, Taki I, Rewers M, Snell-Bergeon J, Frohnert BI, Shah VN. Bone Mineral Density across the Lifespan in Patients with Type 1 Diabetes. J Clin Endocrinol Metab 2020; 105:5611085. [PMID: 31676897 PMCID: PMC7112965 DOI: 10.1210/clinem/dgz153] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Accepted: 10/29/2019] [Indexed: 01/14/2023]
Abstract
CONTEXT Fracture risk in people with type 1 diabetes (T1D) is higher than their peers without diabetes. OBJECTIVE To compare bone mineral density (BMD) across the lifespan in individuals with T1D and age- and sex-matched healthy controls. DESIGN Cross-sectional. SETTING Subjects (5-71 years) with T1D and matched controls from ongoing research studies at Barbara Davis Center for Diabetes. PATIENTS OR OTHER PARTICIPANTS Participants with lumbar spine BMD by dual X-ray absorptiometry (DXA) were divided into 2 groups: children ≤20 years and adults >20 years. INTERVENTION None. MAIN OUTCOME MEASURES Comparison of BMD by diabetes status across age groups and sex using a linear least squares model adjusted for age and body mass index (body mass index (BMI) for adults; and BMI z-score in children). RESULTS Lumbar spine BMD from 194 patients with T1D and 156 controls were analyzed. There was no difference in age- and BMI-adjusted lumbar spine BMD between patients with T1D and controls: among male children (least squares mean ± standard error of the mean [LSM ± SEM]; 0.80 ± 0.01 vs 0.80 ± 0.02 g/cm2, P = .98) or adults (1.01 ± 0.03 vs 1.01 ± 0.03 g/cm2, P = .95), and female children (0.78 ± 0.02 vs 0.81 ± 0.02 g/cm2, P = .23) or adults (0.98 ± 0.02 vs 1.01 ± 0.02 g/cm2, P = .19). Lumbar spine (0.98 ± 0.02 vs 1.04 ± 0.02 g/cm2, P = .05), femoral neck (0.71 ± 0.02 vs 0.79 ± 0.02 g/cm2, P = .003), and total hip (0.84 ± 0.02 vs 0.91 ± 0.02, P = .005) BMD was lower among postmenopausal women with T1D than postmenopausal women without diabetes. CONCLUSION Across age groups, lumbar spine BMD was similar in patients with T1D compared with age- and sex-matched participants without diabetes, except postmenopausal females with T1D had lower lumbar spine, femoral neck, and total hip BMD.
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Affiliation(s)
- Eitan Halper-Stromberg
- Barbara Davis Center for Diabetes, University of Colorado Anschutz Medical campus, Aurora, Colorado
- Department of Pathology, Johns Hopkins University, Baltimore, Maryland
| | - Tyler Gallo
- Barbara Davis Center for Diabetes, University of Colorado Anschutz Medical campus, Aurora, Colorado
- Department of Medicine, University of Nebraska Medical Center, Omaha, Nebraska
| | - Anagha Champakanath
- Barbara Davis Center for Diabetes, University of Colorado Anschutz Medical campus, Aurora, Colorado
| | - Iman Taki
- Barbara Davis Center for Diabetes, University of Colorado Anschutz Medical campus, Aurora, Colorado
| | - Marian Rewers
- Barbara Davis Center for Diabetes, University of Colorado Anschutz Medical campus, Aurora, Colorado
| | - Janet Snell-Bergeon
- Barbara Davis Center for Diabetes, University of Colorado Anschutz Medical campus, Aurora, Colorado
| | - Brigitte I Frohnert
- Barbara Davis Center for Diabetes, University of Colorado Anschutz Medical campus, Aurora, Colorado
| | - Viral N Shah
- Barbara Davis Center for Diabetes, University of Colorado Anschutz Medical campus, Aurora, Colorado
- Correspondence and Reprint Requests: Viral N. Shah, MD, Assistant Professor of Medicine & Pediatrics, Barbara Davis Center for Diabetes, Adult Clinic, School of Medicine, University of Colorado Anschutz Medical Campus, 1775 Aurora Ct, Room M20-1318, Aurora, CO 80045. E-mail:
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37
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van den Boom L, Karges B, Auzanneau M, Rami-Merhar B, Lilienthal E, von Sengbusch S, Datz N, Schröder C, Kapellen T, Laimer M, Schmid SM, Müller H, Wolf J, Holl RW. Temporal Trends and Contemporary Use of Insulin Pump Therapy and Glucose Monitoring Among Children, Adolescents, and Adults With Type 1 Diabetes Between 1995 and 2017. Diabetes Care 2019; 42:2050-2056. [PMID: 31488568 DOI: 10.2337/dc19-0345] [Citation(s) in RCA: 125] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Accepted: 08/13/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To investigate temporal trends and contemporary use of insulin pump therapy and glucose monitoring in type 1 diabetes. RESEARCH DESIGN AND METHODS In a population-based study, we analyzed the use of insulin pump therapy, continuous glucose monitoring (CGM), and self-monitoring of blood glucose (SMBG) from 1995 to 2017 in patients with type 1 diabetes identified from the Diabetes Prospective Follow-up (DPV) database in Germany and Austria. Patients were stratified by age, sex, migration background, and country. RESULTS Among 96,547 patients with type 1 diabetes (median age 17.9 years, 53% males), the percentage using insulin pump therapy increased from 1% in 1995 to 53% in 2017, with the highest rates in the youngest patients (92% in preschoolers, 74% in children, 56% in adolescents aged <15 years, 46% in adolescents aged ≥15 years, 37% in adults). The percentage of patients using CGM increased from 3% in 2006 to 38% in 2017, with the highest rates in the youngest patients (58%, 52%, 45%, 33%, and 15% of respective age-groups). Daily SMBG frequencies increased from 1995 to 2016 and decreased afterward, most prominently in the youngest patients. Between 2015 and 2017, pump therapy was more frequently used in female versus male adolescents and adults (all P < 0.001), while no sex differences were observed for pump use in children <10 years (all P = 1.0) and for CGM use in all age-groups (all P = 1.0). CONCLUSIONS Since 1995, insulin pump use has continuously increased, and insulin pump therapy is now standard in patients aged <15 years. CGM use sharply rose in recent years, particularly in young children.
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Affiliation(s)
- Louisa van den Boom
- Division of Pediatric Diabetes, Clementine Children's Hospital, Frankfurt, Germany
| | - Beate Karges
- Division of Endocrinology and Diabetes, Medical Faculty, RWTH Aachen University, Aachen, Germany
| | - Marie Auzanneau
- Institute of Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Ulm, Germany.,German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Birgit Rami-Merhar
- Department of Pediatric and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Eggert Lilienthal
- Department of Pediatrics, St. Josef-Hospital, Ruhr-University Bochum, Bochum, Germany
| | - Simone von Sengbusch
- Department of Pediatrics and Adolescent Medicine, Division of Pediatric Endocrinology and Diabetes, University of Lübeck, Lübeck, Germany
| | - Nicolin Datz
- Diabetes Center for Children and Adolescents, Children's Hospital Auf Der Bult, Hannover, Germany
| | - Carmen Schröder
- Department of Pediatrics, Division of Endocrinology and Diabetes, University of Greifswald, Greifswald, Germany
| | - Thomas Kapellen
- Department of Women and Child Health, Hospital for Children and Adolescents, University of Leipzig, Leipzig, Germany
| | - Markus Laimer
- Department of Diabetes, Endocrinology, Clinical Nutrition and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Sebastian M Schmid
- German Center for Diabetes Research (DZD), Neuherberg, Germany.,Department of Internal Medicine I, University Hospital Lübeck, Lübeck, Germany
| | - Heiko Müller
- Department of Pediatrics, DKD Helios Klinik Wiesbaden, Wiesbaden, Germany
| | - Johannes Wolf
- Department of Pediatric and Adolescent Medicine, St. Vincenz Hospital, Paderborn, Germany
| | - Reinhard W Holl
- Institute of Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Ulm, Germany.,German Center for Diabetes Research (DZD), Neuherberg, Germany
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Everett E, Mathioudakis N. Association of Area Deprivation and Diabetic Ketoacidosis Readmissions: Comparative Risk Analysis of Adults vs Children With Type 1 Diabetes. J Clin Endocrinol Metab 2019; 104:3473-3480. [PMID: 31220288 PMCID: PMC6599429 DOI: 10.1210/jc.2018-02232] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Accepted: 04/05/2019] [Indexed: 11/19/2022]
Abstract
OBJECTIVE Recurrent diabetic ketoacidosis (DKA) is associated with mortality in adults and children with type 1 diabetes (T1D). We aimed to evaluate the association of area deprivation and other patient factors with recurrent DKA in pediatric patients compared with adults. RESEARCH DESIGN AND METHODS This cross-sectional study used the Maryland Health Services Cost Review Commission's database to identify patients with T1D admitted for DKA between 2012 and 2017. Area deprivation and other variables were obtained from the first DKA admission of the study period. Multivariable logistic regression analysis was performed to determine predictors of DKA readmissions. Interactions (Ints) evaluated differences among the groups. RESULTS There were 732 pediatric and 3305 adult patients admitted with DKA. Area deprivation was associated with higher odds of readmission in pediatric patients than in adults. Compared with the least deprived, moderately deprived pediatric patients had an OR of 7.87-(95% CI, 1.02 to 60.80) compared with no change in odds in adults for four or more readmissions (Pint < 0.01). Similar odds were observed in the most deprived pediatric patients, which differed significantly from the OR of 2.23 (95% CI, 1.16 to 4.25) in adults (Pint of 0.2). Moreover, increasing age, female sex, Hispanic ethnicity, and discharge against medical advice conferred a high odds for four or more readmissions in pediatric patients compared with adults. CONCLUSION Area deprivation was predictive of recurrent DKA admissions, with a more pronounced influence in pediatric than adult patients with T1D. Further studies are needed to understand the mechanisms behind these associations and address disparities specific to each population.
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Affiliation(s)
- Estelle Everett
- Division of Endocrinology, Diabetes, & Metabolism, Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Nestoras Mathioudakis
- Division of Endocrinology, Diabetes, & Metabolism, Department of Medicine, Johns Hopkins University, Baltimore, Maryland
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