Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 588
Filter
1.
BMJ Open ; 14(6): e086261, 2024 Jun 05.
Article in English | MEDLINE | ID: mdl-38839382

ABSTRACT

INTRODUCTION: Approximately 40% of children with diabetic ketoacidosis (DKA) develop acute kidney injury (AKI), which increases the risk of chronic kidney damage. At present, there is limited knowledge of racial or ethnic differences in diabetes-related kidney injury in children with diabetes. Understanding whether such differences exist will provide a foundation for addressing disparities in diabetes care that may continue into adulthood. Further, it is currently unclear which children are at risk to develop worsening or sustained DKA-related AKI. The primary aim is to determine whether race and ethnicity are associated with DKA-related AKI. The secondary aim is to determine factors associated with sustained AKI in children with DKA. METHODS AND ANALYSIS: This retrospective, multicentre, cross-sectional study of children with type 1 or type 2 diabetes with DKA will be conducted through the Paediatric Emergency Medicine Collaborative Research Committee. Children aged 2-18 years who were treated in a participating emergency department between 1 January 2020 and 31 December 2023 will be included. Children with non-ketotic hyperglycaemic-hyperosmolar state or who were transferred from an outside facility will be excluded. The relevant predictor is race and ethnicity. The primary outcome is the presence of AKI, defined by Kidney Disease: Improving Global Outcomes criteria. The secondary outcome is 'sustained' AKI, defined as having AKI ≥48 hours, unresolved AKI at last creatinine measurement or need for renal replacement therapy. Statistical inference of the associations between predictors (ie, race and ethnicity) and outcomes (ie, AKI and sustained AKI) will use random effects regression models, accounting for hospital variation and clustering. ETHICS AND DISSEMINATION: The Institutional Review Board of Children's Minnesota approved this study. 12 additional sites have obtained institutional review board approval, and all sites will obtain local approval prior to participation. Results will be presented at local or national conferences and for publication in peer-reviewed journals.


Subject(s)
Acute Kidney Injury , Diabetic Ketoacidosis , Humans , Diabetic Ketoacidosis/ethnology , Diabetic Ketoacidosis/complications , Acute Kidney Injury/ethnology , Acute Kidney Injury/etiology , Acute Kidney Injury/epidemiology , Child , Adolescent , Retrospective Studies , Cross-Sectional Studies , Child, Preschool , Female , Male , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/ethnology , Ethnicity/statistics & numerical data , Risk Factors , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/ethnology
3.
Diabetes Care ; 46(4): 794-800, 2023 04 01.
Article in English | MEDLINE | ID: mdl-36745605

ABSTRACT

OBJECTIVE: Automated algorithms to identify individuals with type 1 diabetes using electronic health records are increasingly used in biomedical research. It is not known whether the accuracy of these algorithms differs by self-reported race. We investigated whether polygenic scores improve identification of individuals with type 1 diabetes. RESEARCH DESIGN AND METHODS: We investigated two large hospital-based biobanks (Mass General Brigham [MGB] and BioMe) and identified individuals with type 1 diabetes using an established automated algorithm. We performed medical record reviews to validate the diagnosis of type 1 diabetes. We implemented two published polygenic scores for type 1 diabetes (developed in individuals of European or African ancestry). We assessed the classification algorithm before and after incorporating polygenic scores. RESULTS: The automated algorithm was more likely to incorrectly assign a diagnosis of type 1 diabetes in self-reported non-White individuals than in self-reported White individuals (odds ratio 3.45; 95% CI 1.54-7.69; P = 0.0026). After incorporating polygenic scores into the MGB Biobank, the positive predictive value of the type 1 diabetes algorithm increased from 70 to 97% for self-reported White individuals (meaning that 97% of those predicted to have type 1 diabetes indeed had type 1 diabetes) and from 53 to 100% for self-reported non-White individuals. Similar results were found in BioMe. CONCLUSIONS: Automated phenotyping algorithms may exacerbate health disparities because of an increased risk of misclassification of individuals from underrepresented populations. Polygenic scores may be used to improve the performance of phenotyping algorithms and potentially reduce this disparity.


Subject(s)
Algorithms , Diabetes Mellitus, Type 1 , Multifactorial Inheritance , Humans , Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 1/ethnology , Diabetes Mellitus, Type 1/genetics , Electronic Health Records , Predictive Value of Tests
4.
Pediatr Diabetes ; 20232023.
Article in English | MEDLINE | ID: mdl-38706529

ABSTRACT

Introduction: The relationship of HbA1c versus the mean blood glucose (MBG) is an important guide for diabetes management but may differ between ethnic groups. In Africa, the patient's glucose information is limited or unavailable and the management is largely guided by HbA1c. We sought to determine if the reference data derived from the non-African populations led to an appropriate estimation of MBG from HbA1c for the East African patients. Methods: We examined the relationship of HbA1c versus MBG obtained by the continuous glucose monitoring in a group of East African youth having type 1 diabetes in Kenya and Uganda (n = 54) compared with the data obtained from A1c-derived average glucose (ADAG) and glucose management indicator (GMI) studies. A self-identified White (European heritage) population of youth (n = 89) with type 1 diabetes, 3-18 years old, living in New Orleans, LA, USA metropolitan area (NOLA), was studied using CGM as an additional reference. Results: The regression equation for the African cohort was MBG (mg/dL) = 32.0 + 16.73 × HbA1c (%), r = 0.55, p < 0.0001. In general, the use of the non-African references considerably overestimated MBG from HbA1c for the East African population. For example, an HbA1c = 9% (74.9 mmol/mol) corresponded to an MBG = 183 mg/dL (10.1 mmol/L) in the East African group, but 212 mg/dL (11.7 mmol/L) using ADAG, 237 mg/dL (13.1 mmol/L) using GMI and 249 mg/dL (13.8 mmol/L) using NOLA reference. The reported occurrence of serious hypoglycemia among the African patients in the year prior to the study was 21%. A reference table of HbA1c versus MBG from the East African patients was generated. Conclusions: The use of non-African-derived reference data to estimate MBG from HbA1c generally led to the overestimation of MBG in the East African patients. This may put the East African and other African patients at higher risk for hypoglycemia when the management is primarily based on achieving target HbA1c in the absence of the corresponding glucose data.


Subject(s)
Blood Glucose , Diabetes Mellitus, Type 1 , Glycated Hemoglobin , Insulin , Humans , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 1/ethnology , Adolescent , Child , Glycated Hemoglobin/analysis , Glycated Hemoglobin/metabolism , Insulin/therapeutic use , Insulin/administration & dosage , Female , Male , Kenya/epidemiology , Blood Glucose/analysis , Blood Glucose/metabolism , Child, Preschool , Uganda/epidemiology , Blood Glucose Self-Monitoring , Hypoglycemic Agents/therapeutic use , Black People/statistics & numerical data
5.
Pediatrics ; 148(6)2021 12 01.
Article in English | MEDLINE | ID: mdl-34851413

ABSTRACT

OBJECTIVES: Safety studies assessing the association between the entire recommended childhood immunization schedule and autoimmune diseases, such as type 1 diabetes mellitus (T1DM), are lacking. To examine the association between the recommended immunization schedule and T1DM, we conducted a retrospective cohort study of children born between 2004 and 2014 in 8 US health care organizations that participate in the Vaccine Safety Datalink. METHODS: Three measures of the immunization schedule were assessed: average days undervaccinated (ADU), cumulative antigen exposure, and cumulative aluminum exposure. T1DM incidence was identified by International Classification of Disease codes. Cox proportional hazards models were used to analyze associations between the 3 exposure measures and T1DM incidence. Adjusted hazard ratios (aHRs) and 95% confidence intervals (CIs) were calculated. Models were adjusted for sex, race and ethnicity, birth year, mother's age, birth weight, gestational age, number of well-child visits, and study site. RESULTS: In a cohort of 584 171 children, the mean ADU was 38 days, the mean cumulative antigen exposure was 263 antigens (SD = 54), and the mean cumulative aluminum exposure was 4.11 mg (SD = 0.73). There were 1132 incident cases of T1DM. ADU (aHR = 1.01; 95% CI, 0.99-1.02) and cumulative antigen exposure (aHR = 0.98; 95% CI, 0.97-1.00) were not associated with T1DM. Cumulative aluminum exposure >3.00 mg was inversely associated with T1DM (aHR = 0.77; 95% CI, 0.60-0.99). CONCLUSIONS: The recommended schedule is not positively associated with the incidence of T1DM in children. These results support the safety of the recommended childhood immunization schedule.


Subject(s)
Aluminum/administration & dosage , Diabetes Mellitus, Type 1/epidemiology , Immunization Schedule , Vaccines/immunology , Adolescent , Aluminum/adverse effects , Antigens/immunology , Birth Weight , Chickenpox Vaccine/immunology , Child , Child, Preschool , Confidence Intervals , Data Interpretation, Statistical , Diabetes Mellitus, Type 1/ethnology , Diabetes Mellitus, Type 1/etiology , Female , Gestational Age , Humans , Incidence , Male , Maternal Age , Measles-Mumps-Rubella Vaccine/immunology , Proportional Hazards Models , Retrospective Studies , Sex Factors , United States/epidemiology , Vaccination Hesitancy , Vaccines/chemistry
6.
Pediatr Diabetes ; 22(8): 1150-1161, 2021 12.
Article in English | MEDLINE | ID: mdl-34713537

ABSTRACT

OBJECTIVE: US disparities in pediatric type 1 diabetes treatment and outcomes are increasing disproportionately among Black youth and compounded for youth from single parent homes. Despite worsened outcomes, Black youth from single parent homes and their caregivers are underrepresented in pediatric type 1 diabetes research. The purpose of this study was to understand the social determinants of health (SDOH) barriers that may contribute to health disparities and family management in Black youth with type 1 diabetes from single parent homes. RESEARCH DESIGN AND METHODS: A three-phase mixed methods study with self-identified Black single parents of youth with type 1 diabetes from an urban US pediatric diabetes center was conducted. Focus groups and interviews informed development of a parent-generated survey of SDOH barriers to diabetes management. Survey results are presented. RESULTS: A resulting 71 item parent-generated survey was administered to 105 parents. Among all items, most problematic SDOH barriers included lack of social support, managing parent/child diabetes-related stress, difficulties accessing diabetes supplies, pain management, cost of food and diabetes camp, need to take time off from work, lack of skilled school staff, school absences and unsafe neighborhoods. Structural racism related to child welfare reporting, and police targeting were also notable concerns. CONCLUSIONS: There is a critical need for clinical, community, and policy-related research and interventions, designed to reduce type 1 diabetes racial health disparities by addressing the impacts of SDOH as drivers of family management outcomes among Black youth from single parent families.


Subject(s)
Black or African American/ethnology , Diabetes Mellitus, Type 1/ethnology , Disease Management , Single-Parent Family/ethnology , Social Determinants of Health/statistics & numerical data , Adolescent , Adult , Black or African American/psychology , Aged , Child , Child, Preschool , Diabetes Mellitus, Type 1/psychology , Diabetes Mellitus, Type 1/therapy , Female , Focus Groups , Humans , Male , Middle Aged , Philadelphia/epidemiology , Single-Parent Family/psychology , Surveys and Questionnaires
7.
JAMA ; 326(8): 717-727, 2021 08 24.
Article in English | MEDLINE | ID: mdl-34427600

ABSTRACT

Importance: Changes in the prevalence of youth-onset diabetes have previously been observed. Objective: To estimate changes in prevalence of type 1 and type 2 diabetes in youths in the US from 2001 to 2017. Design, Setting, and Participants: In this cross-sectional observational study, individuals younger than 20 years with physician-diagnosed diabetes were enumerated from 6 areas in the US (4 geographic areas, 1 health plan, and select American Indian reservations) for 2001, 2009, and 2017. Exposures: Calendar year. Main Outcomes and Measures: Estimated prevalence of physician-diagnosed type 1 and type 2 diabetes overall and by race and ethnicity, age, and sex. Results: Among youths 19 years or younger, 4958 of 3.35 million had type 1 diabetes in 2001, 6672 of 3.46 million had type 1 diabetes in 2009, and 7759 of 3.61 million had type 1 diabetes in 2017; among those aged 10 to 19 years, 588 of 1.73 million had type 2 diabetes in 2001, 814 of 1.85 million had type 2 diabetes in 2009, and 1230 of 1.85 million had type 2 diabetes in 2017. The estimated type 1 diabetes prevalence per 1000 youths for those 19 years or younger increased significantly from 1.48 (95% CI, 1.44-1.52) in 2001 to 1.93 (95% CI, 1.88-1.98) in 2009 to 2.15 (95% CI, 2.10-2.20) in 2017, an absolute increase of 0.67 per 1000 youths (95%, CI, 0.64-0.70) and a 45.1% (95% CI, 40.0%-50.4%) relative increase over 16 years. The greatest absolute increases were observed among non-Hispanic White (0.93 per 1000 youths [95% CI, 0.88-0.98]) and non-Hispanic Black (0.89 per 1000 youths [95% CI, 0.88-0.98]) youths. The estimated type 2 diabetes prevalence per 1000 youths aged 10 to 19 years increased significantly from 0.34 (95% CI, 0.31-0.37) in 2001 to 0.46 (95% CI, 0.43-0.49) in 2009 to 0.67 (95% CI, 0.63-0.70) in 2017, an absolute increase of 0.32 per 1000 youths (95% CI, 0.30-0.35) and a 95.3% (95% CI, 77.0%-115.4%) relative increase over 16 years. The greatest absolute increases were observed among non-Hispanic Black (0.85 per 1000 youths [95% CI, 0.74-0.97]) and Hispanic (0.57 per 1000 youths [95% CI, 0.51-0.64]) youths. Conclusions and Relevance: In 6 areas of the US from 2001 to 2017, the estimated prevalence of diabetes among children and adolescents increased for both type 1 and type 2 diabetes.


Subject(s)
Diabetes Mellitus, Type 1/epidemiology , Diabetes Mellitus, Type 2/epidemiology , Adolescent , Child , Child, Preschool , Cross-Sectional Studies , Diabetes Mellitus, Type 1/ethnology , Diabetes Mellitus, Type 2/ethnology , Female , Humans , Male , Prevalence , United States/epidemiology , Young Adult
8.
Diabet Med ; 38(11): e14620, 2021 11.
Article in English | MEDLINE | ID: mdl-34109677

ABSTRACT

In this recent 2019-2020 audit, 96% (168/173) of paediatric diabetes teams submitted data and included a total of 29,242 children and young people (CYP) up to the age of 24 years, and type 1 diabetes consisted of 27,653 CYP. One of the key findings was that CYP with type 1 diabetes from minority ethnic communities have higher HbA1 compared to white ethnicity and that significantly lower use of insulin pumps or real-time continuous glucose monitoring systems was used among black children. There has been an increasing trend of widening health inequalities reported the past 6 years. As chairs of Diabetes UK Diabetes Research Study Groups, the authors urge that research into barriers of access to technology for T1D in CYP in the UK specifically looking at provider bias, systemic issues within the health system, and individual and family factors are conducted with urgency.


Subject(s)
Blood Glucose Self-Monitoring/methods , Diabetes Mellitus, Type 1/ethnology , Ethnicity , Health Status Disparities , Adolescent , Child , Diabetes Mellitus, Type 1/diagnosis , Humans , Morbidity/trends , United Kingdom/epidemiology , Young Adult
9.
Curr Opin Endocrinol Diabetes Obes ; 28(4): 383-389, 2021 08 01.
Article in English | MEDLINE | ID: mdl-33978603

ABSTRACT

PURPOSE OF REVIEW: Despite estimated 77 million people having diabetes, bone health in Asian Indians with diabetes is largely unknown. This review summarizes the published literature on fracture risk and factors affecting it in Asian Indians with diabetes. RECENT FINDINGS: Data on fracture prevalence in diabetes is limited; one study showed that diabetes was associated with a significantly higher number of fractures compared with subjects without diabetes (4% vs. 2.4%, P < 0.05). The prevalence of osteoporosis in Asian Indians with type 2 diabetes mellitus (T2D) varies from 35.5 to 49.5%. Studies have shown an increased, similar or lower areal bone mineral density (BMD) at the lumbar spine and/or hip in patients with T2D compared to controls without diabetes. On the contrary, the BMD in patients with type 1 diabetes mellitus (T1D) is modestly low compared to age- and sex-matched healthy controls without diabetes. Recent studies have shown compromised mechanical, material and compositional properties of trabecular bone in Asian Indians with T2D suggesting deteriorated bone quality as one of the contributors of high fracture risk. SUMMARY: Further research is needed to generate evidence-based guidelines to prevent and manage bone fragility in Asian Indians with diabetes.


Subject(s)
Diabetes Mellitus, Type 1 , Diabetes Mellitus, Type 2 , Osteoporosis , Bone Density , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/epidemiology , Diabetes Mellitus, Type 1/ethnology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/ethnology , Humans , India/epidemiology , Osteoporosis/epidemiology , Osteoporosis/ethnology , Osteoporosis/etiology , Risk
10.
Pediatr Diabetes ; 22(6): 854-860, 2021 09.
Article in English | MEDLINE | ID: mdl-34018288

ABSTRACT

OBJECTIVE: To determine the incidence of new onset type 1 diabetes in children aged 0-14 years from 1977 to 2019 in Auckland, New Zealand. RESEARCH DESIGN AND METHODS: A cohort study of children with type 1 diabetes aged 0-14 years (n = 1688; 50.4% male) managed by the regional diabetes service between 1977 and 2019. Incidence rates were estimated using census data. RESULTS: The incidence of type 1 diabetes increased by 2.9%/year from 1977 to 2006 (95% confidence interval [CI] 2.13% - 3.48%). Although there was no significant change from 2006 to 2019 (-0.3%/year, 95% CI -1.62% - 1.08%), there was a dramatic fall from 1976 to 2018 in the proportion of New Zealand Europeans, from 69.9 to 33.9%. New Zealand Europeans had the highest incidence (23.3/100,000, 95% CI 20.6-26.1) compared to Maori (8.3/100,000, 95% CI 6.3-10.2), Pasifika (8.6/100,000, 95% CI 6.9-10.4) and other (6.4/100,000, 95% CI 4.7-8.0). All groups showed an overall increase in incidence over time, Maori 4.4%/year, Pasifika 3.7%, compared to New Zealand European 2.7%, and other 2.1%. Incidence increased consistently in 5-9 and 10-14 year olds (2.0% and 2.2%/year, respectively). By contrast, whereas 0-4 year olds showed an increase of 4.6%/year from 1977 to 2003 (p < 0.01), there was no change from 2003 to 2019 (p = 0.2). CONCLUSION: There has been a plateau in the incidence of type 1 diabetes in children 0-4 years of age in the Auckland region since 2003, but not older children. The apparent plateau in the overall incidence of new onset type 1 diabetes in children 0-14 years since 2006 was mediated by substantial changes in the ethnic makeup of the Auckland region.


Subject(s)
Diabetes Mellitus, Type 1/ethnology , Adolescent , Child , Child, Preschool , Cohort Studies , Female , Humans , Incidence , Infant , Male , New Zealand/epidemiology
11.
Nutrients ; 13(3)2021 Mar 04.
Article in English | MEDLINE | ID: mdl-33806427

ABSTRACT

In Qatar, Type 1 Diabetes mellitus (T1DM) is one of the most prevalent disorders. This study aimed to explore the gut microbiome's relation to the continuous subcutaneous insulin infusion (CSII) therapy, dietary habits, and the HbA1c level in the pediatric T1DM subjects in Qatar. We recruited 28 T1DM subjects with an average age of 10.5 ± 3.53 years. The stool sample was used to measure microbial composition by 16s rDNA sequencing method. The results have revealed that the subjects who had undergone CSII therapy had increased microbial diversity and genus Akkermansia was significantly enriched in the subjects without CSII therapy. Moreover, genus Akkermansia was higher in the subjects with poor glycemic control (HbA1c > 7.5%). When we classified the subjects based on dietary patterns and nationality, Akkermansia was significantly enriched in Qataris subjects without the CSII therapy consuming Arabic diet than expatriates living in Qatar and eating a Western/mixed diet. Thus, this pilot study showed that abundance of Akkermansia is dependent on the Arabic diet only in poorly controlled Qataris T1DM patients, opening new routes to personalized treatment for T1DM in Qataris pediatric subjects. Further comprehensive studies on the relation between the Arabic diet, ethnicity, and Akkermansia are warranted to confirm this preliminary finding.


Subject(s)
Akkermansia/metabolism , Diabetes Mellitus, Type 1/microbiology , Diet/ethnology , Feeding Behavior/physiology , Gastrointestinal Microbiome/physiology , Biomarkers/analysis , Child , Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 1/ethnology , Feces/microbiology , Female , Glycated Hemoglobin/metabolism , Glycemic Control , Humans , Hypoglycemic Agents/administration & dosage , Insulin/administration & dosage , Insulin Infusion Systems , Male , Pilot Projects , Qatar
12.
Pediatr Diabetes ; 22(2): 241-248, 2021 03.
Article in English | MEDLINE | ID: mdl-33871154

ABSTRACT

OBJECTIVE: The aim of this study was to assess racial disparities in treatments and outcomes between Non-Hispanic black (NHB), Hispanic and Non-Hispanic white (NHW) children with type 1 diabetes (T1D). METHODS: We reviewed electronic health records of children (<18 years) attending a large, pediatric tertiary care diabetes center in the United States between October 1, 2018, and December 31, 2019. Health care utilization (appointment attendance, ED visits, hospitalizations), technology use (insulin pumps, continuous glucose monitors [CGM]) and hemoglobin A1c (HbA1c) were examined for each race/ethnicity and stratified by insurance type (private/government) as a proxy for socioeconomic status (SES). RESULTS: Of 1331 children (47% female) with a median (IQR) age of 14.2 (11.5, 16.3) years and T1D duration of 5.8 (3.8, 9) years; 1026 (77%) were NHW, 198 (15%) NHB, and 107 (8%) Hispanic. Government insurance was used by 358 (27%) children, representing 60% of NHB and 53% of Hispanic, but only 18% of NHW children. NHB children had higher HbA1c, more ED visits and hospitalizations, and were less likely to be treated with insulin pumps or CGM than NHW children (P < .001 for all). There were no racial disparities with regard to the number of appointments attended. CONCLUSIONS: Racial disparities in technology use and diabetes outcomes persist in children with T1D, regardless of insurance status. To ensure equitable care, pediatric healthcare providers should remain cognizant of racial disparities in diabetes treatment. The impact of provider and patient factors should be explored when studying the etiology of these health disparities.


Subject(s)
Black or African American/statistics & numerical data , Diabetes Mellitus, Type 1/ethnology , Diabetes Mellitus, Type 1/therapy , Healthcare Disparities/ethnology , Hispanic or Latino/statistics & numerical data , White People/statistics & numerical data , Adolescent , Child , Diabetes Mellitus, Type 1/diagnosis , Emergency Service, Hospital/statistics & numerical data , Facilities and Services Utilization , Female , Glycated Hemoglobin , Healthcare Disparities/statistics & numerical data , Hospitalization/statistics & numerical data , Humans , Insulin Infusion Systems/statistics & numerical data , Insurance Coverage , Male , Retrospective Studies , Socioeconomic Factors
14.
Pediatr Diabetes ; 22(5): 816-822, 2021 08.
Article in English | MEDLINE | ID: mdl-33909322

ABSTRACT

OBJECTIVE: This study evaluated costs and healthcare utilization associated with a culturally-sensitive, medical and education program for pediatric Latino patients with type 1 diabetes. RESEARCH DESIGN AND METHODS: Program participants included Latino children ages 1-20 years old diagnosed with type 1 diabetes (n = 57). Control subjects with type 1 diabetes were matched by age, sex, and zip code to intervention participants from the Colorado All Payer Claims Database. Data included emergency department (ED) visits, hospitalizations, demographic information, and health insurance claims data 180 days prior to program start/index date through 1 year after program start/index date. We tracked program staff time and estimated costs for healthcare utilization using data from the scientific literature. Generalized Estimating Equation (GEE) models with logit link were used to estimate group differences in probabilities of ED visits and hospitalizations over 6-month periods pre/post-study, accounting for correlation of within-subject data across time points. Sensitivity analyses modeled longer-term cost differences under different assumptions. RESULTS: The intervention group had fewer hospitalizations, 2% versus 12% of controls (p = 0.047,OR = 0.13;95%CI: 0.02-0.97) for 6 months following start date. The intervention group had fewer ED visits, 19% versus 32% in controls (n.s.; p = 0.079,OR = 0.52;95%CI:0.25-1.08) and significantly fewer hospitalizations, 4% versus 15% of controls (p = 0.039,OR = 0.21;95%CI: 0.05-0.93) 6-12 months post-start date. One-year per-patient program costs of $633 and healthcare cost savings of $2710 yielded total per-patient savings of $2077, or a 5-year cost savings of $14,106. CONCLUSION: This unique type 1 diabetes management program altered health service utilization of program participants, reducing major healthcare cost drivers, ED visits, and hospitalizations.


Subject(s)
Cultural Competency , Diabetes Mellitus, Type 1 , Health Care Costs/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Shared Medical Appointments , Adolescent , Adult , Case-Control Studies , Child , Child, Preschool , Colorado/epidemiology , Cost-Benefit Analysis , Diabetes Mellitus, Type 1/economics , Diabetes Mellitus, Type 1/ethnology , Diabetes Mellitus, Type 1/therapy , Female , Hispanic or Latino/statistics & numerical data , Humans , Infant , Male , Models, Economic , Shared Medical Appointments/economics , Shared Medical Appointments/statistics & numerical data , Young Adult
15.
Afr J Prim Health Care Fam Med ; 13(1): e1-e9, 2021 Feb 17.
Article in English | MEDLINE | ID: mdl-33764139

ABSTRACT

BACKGROUND: Living with diabetes is challenging, especially for adolescents at risk of poor glycaemic control. Understanding the illness perceptions of this group is important to be able to develop interventions for this growing population in need. AIM: This study explored the illness perception amongst adolescents living with type 1 diabetes (T1D) and how these perceptions interacted with the management of T1D. SETTING: This study was conducted at a medical centre providing care for adolescents living with T1D in Parktown, South Africa. METHODS: A qualitative, explorative design with semi-structured interviews was followed. A non-random purposive sampling method was utilised. The illness perception amongst eight adolescents, aged 12-18 years, at risk of poor glycaemic control, was analysed through thematic analysis. RESULTS: Two subthemes related to illness perception were generated, namely (1) illness perception of T1D is negative and (2) living with T1D leads to a sense of being different. Furthermore, two subthemes were generated in relation to how illness perceptions interacted with diabetes management, namely (3) management of T1D is challenging and (4) management of T1D is motivated by fear. CONCLUSION: This group of adolescents with at-risk glycaemic control believed that T1D is difficult to manage, leading to a largely negative perception of the disease. This study contributes to the body of literature on adolescents where illness perception may play a role in adhering to diabetes care plans. This research may give additional insights into the awareness of illness perception in designing successful interventions.


Subject(s)
Black People/psychology , Diabetes Mellitus, Type 1/psychology , Diabetes Mellitus, Type 1/therapy , Hypoglycemic Agents/therapeutic use , Self-Management/psychology , Adolescent , Blood Glucose Self-Monitoring , Diabetes Mellitus, Type 1/ethnology , Disease Management , Female , Glycemic Control , Humans , Male , Perception , South Africa
16.
J Diabetes Sci Technol ; 15(5): 1010-1017, 2021 09.
Article in English | MEDLINE | ID: mdl-33719610

ABSTRACT

BACKGROUND: Limited data exist regarding diabetes technology use among adults with type 1 diabetes (T1D) in urban racially/ethnically diverse safety-net hospitals. We examined racial/ethnic differences in the use of continuous glucose monitor (CGM) and continuous subcutaneous insulin infusion (CSII) in this setting. METHODS: A retrospective review of 227 patients ≥ 18 years of age with T1D seen in an urban, safety-net endocrinology clinic during 2016-2017 was completed (mean age: 39; 80% English-speaking; 50% had public insurance). Diabetes technology use, defined as either CGM or CSII or both CGM and CSII, and clinical outcomes were examined by race/ethnicity. RESULTS: Overall, 30% used CGM and 26% used CSII. After adjusting for age, language, insurance, and annual income, diabetes technology use in non-White patients was significantly lower than in White patients, predominantly lower in Black (aOR 0.25 [95% CI 0.11-0.56]) and patients identified as other race/ethnicity (aOR 0.30 [95% CI 0.11-0.77]). At the highest household income level (≥$75,000/y), Black and Hispanic individuals were significantly less likely than White individuals to use diabetes technology (P < .0007). Mean hemoglobin A1c (HbA1c) was lower in patients using any diabetes technology compared with patients using no technology (P < .0001). Use of CGM and CSII together was associated with the lowest HbA1c across all racial/ethnic groups. CONCLUSIONS: Racial/ethnic disparities in diabetes technology use and glycemic control were observed even after adjusting for sociodemographic factors. Further research should explore barriers to accessing diabetes technology in non-White populations.


Subject(s)
Diabetes Mellitus, Type 1 , Healthcare Disparities , Adult , Black or African American , Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 1/ethnology , Glycated Hemoglobin/analysis , Hispanic or Latino , Humans , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Insulin Infusion Systems , Retrospective Studies , Safety-net Providers , Technology , White People
17.
Cardiovasc Diabetol ; 20(1): 62, 2021 03 12.
Article in English | MEDLINE | ID: mdl-33712025

ABSTRACT

BACKGROUND: Type 1 diabetes mellitus (T1DM) is associated with an increased risk for cardiovascular disease (CVD) related morbidity and premature mortality. Regular physical activity plays an important role in the primary and secondary prevention of CVD, improving overall health and wellbeing. Previous observational studies have examined the associations between self-reported physical activity and CVD risk factors in largely adult Caucasian populations. However, limited work has evaluated the relationship between objectively measured physical activity and CVD risk factors in other ethnicities, particularly Chinese youth living with T1DM. METHODS: This cross-sectional study assessed CVD risk factors, physical activity, and aerobic fitness (and their associations) in Chinese youth living with T1DM (n = 48) and peers (n = 19) without T1DM. Primary outcomes included blood pressure, lipid profiles, and physical activity (accelerometry). Statistical differences between groups were determined with chi-square, independent-samples t-tests, or analysis of covariance. The associations between aerobic fitness, daily physical activity variables, and CVD risk factors were assessed with univariate and multivariate linear regression analyses. RESULTS: Results were summarized using means and standard deviation (SD) for normally distributed variables and medians and 25-75th quartile for non-normally distributed variables. In comparison to peers without diabetes, youth living with T1DM showed higher levels of total cholesterol (3.14 ± 0.67 vs. 4.03 ± 0.81 mmol·L-1, p = 0.001), low-density lipoprotein cholesterol (1.74 ± 0.38 vs. 2.31 ± 0.72 mmol·L-1, p = 0.005), and triglycerides (0.60 ± 0.40 vs. 0.89 ± 0.31 mmol·L-1 p = 0.012), and lower maximal oxygen power (44.43 ± 8.29 vs. 35.48 ± 8.72 mL·kg-1·min-1, p = 0.003), total physical activity counts (451.01 ± 133.52 vs. 346.87 ± 101.97 counts·min-1, p = 0.004), metabolic equivalents (METs) (2.41 ± 0.60 vs. 2.09 ± 0.41 METs, p = 0.033), moderate-to-vigorous intensity physical activity [MVPA: 89.57 (61.00-124.14) vs (53.19 (35.68-63.16) min, p = 0.001], and the percentage of time spent in MVPA [11.91 (7.74-16.22) vs 8.56 (6.18-10.12) %, p = 0.038]. The level of high-density lipoprotein cholesterol was positively associated with METs (ß = 0.29, p = 0.030, model R2 = 0.168), and the level of triglycerides was negatively associated with physical activity counts (ß = - 0.001, p = 0.018, model R2 = 0.205) and METs (ß = - 0.359, p = 0.015, model R2 = 0.208), and positively associated with time spent in sedentary behaviour (ß = 0.002, p = 0.041, model R2 = 0.156) in persons living with T1DM. CONCLUSIONS: Chinese youth with T1DM, despite their young age and short duration of diabetes, present early signs of CVD risk, as well as low physical activity levels and cardiorespiratory fitness compared to apparently healthy peers without diabetes. Regular physical activity is associated with a beneficial cardiovascular profile in T1DM, including improvements in lipid profile. Thus, physical activity participation should be widely promoted in youth living with T1DM.


Subject(s)
Asian People , Cardiovascular Diseases/ethnology , Diabetes Mellitus, Type 1/ethnology , Exercise , Adolescent , Age Factors , Cardiorespiratory Fitness , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/physiopathology , Cardiovascular Diseases/prevention & control , Case-Control Studies , Child , China/epidemiology , Cross-Sectional Studies , Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 1/physiopathology , Female , Heart Disease Risk Factors , Humans , Male , Risk Assessment , Risk Reduction Behavior , Sedentary Behavior/ethnology
18.
Can J Diabetes ; 45(7): 607-613.e2, 2021 Oct.
Article in English | MEDLINE | ID: mdl-33582043

ABSTRACT

OBJECTIVES: Black Canadians have higher rates of diabetes and complications compared with White Canadians. However, research on diabetes self-management in this community is lacking. We conducted a qualitative study to explore diabetes self-management in the Black Canadian community using the lens of the Health Belief Model. METHODS: Forty-three individuals who identify as Black Canadians, living with or caring for a person with diabetes, were recruited. Data were collected through focus groups and interviews, and then analyzed using content analysis. RESULTS: We found that participants appreciated they are susceptible to diabetes based on family or peer experiences. Perceived severity is variable for which some believe that diabetes is only a "sugar problem," and the majority highlighted a perceived lack of knowledge about diabetes complications. Perceived benefits to treatment included prolonging life and cleansing one's body. Perceived barriers included lack of culturally appropriate dietary advice, lack of shared decision-making driven by a language barrier and cultural mismatch between patient and provider, socioeconomic status and difficulty navigating and accessing the Canadian health-care system. Peers, family members, churches and online platforms served as the main information sources and cues to action, influencing each of the 4 aforementioned categories. A number of solutions were proposed by the participants to address the barriers from patient, health-care delivery and health advocacy perspectives. CONCLUSIONS: Black Canadians face unique barriers to diabetes self-management, some of which are rooted within health belief systems. Avenues for intervention include peer education through narratives and a renewed focus on providing culturally appropriate care.


Subject(s)
Black People/psychology , Diabetes Mellitus, Type 1/ethnology , Diabetes Mellitus, Type 2/ethnology , Health Knowledge, Attitudes, Practice/ethnology , Self-Management/psychology , Adult , Aged , Black People/statistics & numerical data , Canada , Diabetes Mellitus, Type 1/therapy , Diabetes Mellitus, Type 2/therapy , Female , Focus Groups , Health Belief Model , Humans , Male , Middle Aged , Qualitative Research
20.
J Clin Endocrinol Metab ; 106(4): e1755-e1762, 2021 03 25.
Article in English | MEDLINE | ID: mdl-33410917

ABSTRACT

OBJECTIVE: We examined whether diabetic ketoacidosis (DKA), a serious complication of type 1 diabetes (T1D) was more prevalent among Non-Hispanic (NH) Black and Hispanic patients with T1D and laboratory-confirmed coronavirus disease 2019 (COVID-19) compared with NH Whites. METHOD: This is a cross-sectional study of patients with T1D and laboratory-confirmed COVID-19 from 52 clinical sites in the United States, data were collected from April to August 2020. We examined the distribution of patient factors and DKA events across NH White, NH Black, and Hispanic race/ethnicity groups. Multivariable logistic regression analysis was performed to examine the odds of DKA among NH Black and Hispanic patients with T1D as compared with NH White patients, adjusting for potential confounders, such as age, sex, insurance, and last glycated hemoglobin A1c (HbA1c) level. RESULTS: We included 180 patients with T1D and laboratory-confirmed COVID-19 in the analysis. Forty-four percent (n = 79) were NH White, 31% (n = 55) NH Black, 26% (n = 46) Hispanic. NH Blacks and Hispanics had higher median HbA1c than Whites (%-points [IQR]: 11.7 [4.7], P < 0.001, and 9.7 [3.1] vs 8.3 [2.4], P = 0.01, respectively). We found that more NH Black and Hispanic presented with DKA compared to Whites (55% and 33% vs 13%, P < 0.001 and P = 0.008, respectively). After adjusting for potential confounders, NH Black patients continued to have greater odds of presenting with DKA compared with NH Whites (OR [95% CI]: 3.7 [1.4, 10.6]). CONCLUSION: We found that among T1D patients with COVID-19 infection, NH Black patients were more likely to present in DKA compared with NH White patients. Our findings demonstrate additional risk among NH Black patients with T1D and COVID-19.


Subject(s)
COVID-19/ethnology , Diabetes Mellitus, Type 1/ethnology , Diabetic Ketoacidosis/ethnology , Health Status Disparities , Adolescent , Adult , Black or African American/statistics & numerical data , COVID-19/complications , COVID-19/diagnosis , COVID-19/epidemiology , Child , Child, Preschool , Cross-Sectional Studies , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/diagnosis , Diabetic Ketoacidosis/complications , Diabetic Ketoacidosis/diagnosis , Female , Hispanic or Latino/statistics & numerical data , Humans , Male , Prevalence , Prognosis , SARS-CoV-2/physiology , Socioeconomic Factors , United States/epidemiology , White People/statistics & numerical data , Young Adult
SELECTION OF CITATIONS
SEARCH DETAIL
...