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1.
Diabetes Res Clin Pract ; 212: 111608, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38574894

RESUMO

AIMS: To examine, among youth and young adults (YYA) with type 1 diabetes (T1D), the association of household food insecurity (HFI) with: 1) HbA1c and 2) episodes of diabetic ketoacidosis (DKA) and severe hypoglycemia. METHODS: HFI was assessed using the U.S. Household Food Security Survey Module in SEARCH for Diabetes in Youth participants with T1D between 2016 and 2019. Linear and logistic regression models adjusted for age, diabetes duration, sex, race, ethnicity, clinic site, parent/participant education, household income, health insurance, and diabetes technology use. RESULTS: Of 1830 participants (mean age 20.8 ± 5.0 years, 70.0 % non-Hispanic White), HbA1c was collected for 1060 individuals (mean HbA1c 9.2 % ± 2.0 %). The prevalence of HFI was 16.4 %. In the past 12 months, 18.2 % and 9.9 % reported an episode of DKA or severe hypoglycemia, respectively. Compared to participants who were food secure, HFI was associated with a 0.33 % (95 % CI 0.003, 0.657) higher HbA1c level. Those with HFI had 1.58 (95 % CI 1.13, 2.21) times the adjusted odds of an episode of DKA and 1.53 (95 % CI 0.99, 2.37) times the adjusted odds of an episode of severe hypoglycemia as those without HFI. CONCLUSIONS: HFI is associated with higher HbA1c levels and increased odds of DKA in YYA with T1D.


Assuntos
Diabetes Mellitus Tipo 1 , Insegurança Alimentar , Hemoglobinas Glicadas , Humanos , Diabetes Mellitus Tipo 1/sangue , Diabetes Mellitus Tipo 1/epidemiologia , Diabetes Mellitus Tipo 1/complicações , Masculino , Hemoglobinas Glicadas/análise , Hemoglobinas Glicadas/metabolismo , Feminino , Adolescente , Adulto Jovem , Adulto , Hipoglicemia/epidemiologia , Hipoglicemia/sangue , Cetoacidose Diabética/epidemiologia , Cetoacidose Diabética/etiologia , Estudos Transversais , Prevalência
2.
Biomed Res Int ; 2022: 2904910, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36212720

RESUMO

Introduction: Diabetic ketoacidosis (DKA) is one of the most serious consequences of diabetes. This serious issue occurs when the body cannot use the glucose as a source of energy because of a lack in the level of insulin which as consequence will lead to an increased level of glucose resulting in DKA. Aim: The goal of this study was to increase diabetic patients' and caregivers' awareness and practice of DKA at the community level in Hail City, Saudi Arabia, in 2022. The assessment of people's awareness and knowledge on DKA is importance to support any subsequent actions. Subjects and Methods. This is a cross-sectional study conducted in Hail City, Saudi Arabia, among diabetic patients and carers. A self-administered questionnaire in Arabic was given to the target demographic via an internet survey. The questionnaire includes basic demographic data (i.e., age, gender, and marital status), clinical characteristics of the diabetic patients, and a set of questionnaires to assess the awareness and practice of the subjects regarding DKA. Results: 348 surveys were received (51.1% males vs. 48.9% females). A total of 29.9% of patients have been diagnosed with DKA. Out of a possible 14 points, the average awareness score was 5.22 (SD 3.39). Poor awareness levels had been found in nearly 70% of the subjects, 23.6% were moderate, and only 8.6% were considered good. Factors associated with increased awareness were being younger, female gender, unmarried, students, type 1 DM, DKA diagnosis, and having good information about DKA. Conclusion: The awareness of diabetic patients and their caregivers toward DKA was unsatisfactory. Younger female patients who were single and who had been diagnosed with DKA tend to be more aware of DKA as compared to other subjects. There is a compelling reason to bridge the gaps in the awareness of DKA among the diabetic population and their caregivers in our region.


Assuntos
Diabetes Mellitus Tipo 1 , Cetoacidose Diabética , Cuidadores , Estudos Transversais , Diabetes Mellitus Tipo 1/complicações , Cetoacidose Diabética/diagnóstico , Cetoacidose Diabética/epidemiologia , Cetoacidose Diabética/etiologia , Feminino , Glucose , Humanos , Insulina , Masculino
3.
Diabet Med ; 39(4): e14743, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-34778994

RESUMO

AIM: To estimate the incidence of diabetic ketoacidosis (DKA) among pregnant women, describe its clinical features, management and outcomes and identify the risk factors for the condition. METHODS: A national population-based case-control study was conducted in the UK using the UK Obstetric Surveillance System between April 2019 and September 2020 including all pregnant women with DKA irrespective of the level of blood glucose. The incidence rate of DKA in pregnancy was estimated. A case-control analysis limited to women with type 1 diabetes was performed comparing characteristics of women with DKA (cases) to those of women whose pregnancies were not complicated by DKA (controls). RESULTS: In all, 82 women were identified with DKA in pregnancy; 6.3 per 100,000 maternities (95% CI: 5.0-7.9). No maternal deaths occurred, but perinatal mortality was 12/73 (16%) with 11 stillbirths and one neonatal death. DKA episodes mostly occurred in women with type 1 diabetes (85%) and in the 3rd trimester of pregnancy (71%). Episodes were mainly precipitated by infection (21%), vomiting (21%), steroid therapy (13%) and medication errors (10%). Fifteen percent of women had more than one episode of DKA during their pregnancy. Risk factors associated with DKA among women with type 1 diabetes identified through the case-control analysis were the woman and/or partner not being in a paid employment and having at least one microvascular complication of diabetes before pregnancy. CONCLUSION: DKA in pregnancy was associated with high perinatal mortality and was linked with factors related to socio-economic deprivation, mental health problems and long-term difficulties with glycaemic control.


Assuntos
Diabetes Mellitus Tipo 1 , Cetoacidose Diabética , Estudos de Casos e Controles , Diabetes Mellitus Tipo 1/complicações , Diabetes Mellitus Tipo 1/epidemiologia , Diabetes Mellitus Tipo 1/terapia , Cetoacidose Diabética/epidemiologia , Cetoacidose Diabética/etiologia , Cetoacidose Diabética/terapia , Feminino , Humanos , Incidência , Recém-Nascido , Gravidez , Natimorto
4.
Endocrinol Diabetes Metab ; 4(2): e00188, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33855200

RESUMO

Aims: To assess the knowledge of certified athletic trainers (ATs) on the presenting signs and symptoms of type 1 diabetes (T1D). Methods: We conducted a 31-question survey of secondary school ATs recruited from the National Athletic Training Association that established demographic information, knowledge of presenting signs and symptoms of T1D, and previous personal or professional exposure to individuals with T1D. We report descriptive statistics and univariate analyses evaluating the characteristics associated with T1D knowledge. We then report a multivariable model incorporating age, gender, years of experience and education level with T1D knowledge as the dependent variable. Results: 128 participants (92f:34m) met inclusion criteria and were included in this study. The majority of participants correctly identified frequent thirst (96.1%, n = 123) and frequent urination (85.9%, n = 110) as common presenting signs and symptoms of T1D, while fewer participants identified weight gain (58.6%, n = 75) or joint pain (39.1%, n = 50) as incorrect presenting signs and symptoms of T1D. Participants with over ten years of experience or previous exposure to individuals with T1D had increased T1D knowledge. Participants with advanced education (Master's degree or Doctorate) had no statistically significant difference in T1D knowledge compared to those with a Bachelor's degree. The only factor that demonstrated a significant association with T1D knowledge on multivariable analysis was the female gender. Conclusions: Educational awareness campaigns of T1D symptoms to reduce the rate of DKA at diagnosis of T1D have never included ATs. This study illustrates the importance of targeting future educational interventions on newly trained ATs.


Assuntos
Certificação , Diabetes Mellitus Tipo 1/complicações , Diabetes Mellitus Tipo 1/diagnóstico , Cetoacidose Diabética/prevenção & controle , Escolaridade , Conhecimento , Educação Física e Treinamento , Medicina Esportiva/educação , Apoio ao Desenvolvimento de Recursos Humanos , Adulto , Estudos Transversais , Cetoacidose Diabética/etiologia , Feminino , Humanos , Masculino , Instituições Acadêmicas
5.
J Pediatr Endocrinol Metab ; 34(2): 183-186, 2021 Feb 23.
Artigo em Inglês | MEDLINE | ID: mdl-33544538

RESUMO

OBJECTIVES: Type I diabetes mellitus (T1DM) is one of the most common chronic diseases of childhood. Diabetic ketoacidosis (DKA) in this population contributes to significant healthcare utilization, including emergency room visits, hospitalizations, and ICU care. Comorbid psychiatric illnesses (CPI) are additional risks for increased healthcare utilization. While CPI increased risk for DKA hospitalization and readmission, there are no data evaluating the relationship between CPI and hospital outcomes. We hypothesized that adolescents with T1DM and CPI admitted for DKA have increased length of stay (LOS) and higher charges compared to those without CPI. METHODS: Retrospective review of 2000-2012 Healthcare Cost and Utilization Project's (HCUP) Kids' Inpatient Databases (KID). Patients 10-21 years old admitted with ICD-9 codes for DKA or severe diabetes (250.1-250.33) with and without ICD-9 codes for depression (296-296.99, 311) and anxiety (300-300.9). Comparisons of LOS, mortality, and charges between groups (No CPI, Depression and Anxiety) were made with one way ANOVA with Bonferroni correction, independent samples Kruskal-Wallis test with Bonferroni correction and χ2. RESULTS: There were 79,673 admissions during the study period: 68,573 (86%) No CPI, 8,590 (10.7%) Depression and 12,510 (15.7%) Anxiety. Female patients comprised 58.2% (n=46,343) of total admissions, 66% of the Depression group, and 71% of the Anxiety group. Patients with depression or anxiety were older and had longer LOS and higher mean charges (p<0.001 for both). CONCLUSION: Comorbid depression or anxiety are associated with significantly longer LOS and higher charges in adolescents with T1DM hospitalized for DKA. This study adds to the prior findings of worse outcomes for patients with both T1DM and CPI, emphasizing the importance of identifying and treating these comorbid conditions.


Assuntos
Diabetes Mellitus Tipo 1/fisiopatologia , Cetoacidose Diabética/patologia , Preços Hospitalares/estatística & dados numéricos , Hospitalização/estatística & dados numéricos , Tempo de Internação/estatística & dados numéricos , Transtornos Mentais/epidemiologia , Adolescente , Adulto , Estudos de Casos e Controles , Criança , Comorbidade , Cetoacidose Diabética/economia , Cetoacidose Diabética/etiologia , Cetoacidose Diabética/terapia , Feminino , Seguimentos , Humanos , Masculino , Prognóstico , Estudos Retrospectivos , Estados Unidos/epidemiologia , Adulto Jovem
6.
Pharmacoepidemiol Drug Saf ; 30(5): 610-618, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33480091

RESUMO

PURPOSE: To assess the performance of different machine learning (ML) approaches in identifying risk factors for diabetic ketoacidosis (DKA) and predicting DKA. METHODS: This study applied flexible ML (XGBoost, distributed random forest [DRF] and feedforward network) and conventional ML approaches (logistic regression and least absolute shrinkage and selection operator [LASSO]) to 3400 DKA cases and 11 780 controls nested in adults with type 1 diabetes identified from Optum® de-identified Electronic Health Record dataset (2007-2018). Area under the curve (AUC), accuracy, sensitivity and specificity were computed using fivefold cross validation, and their 95% confidence intervals (CI) were established using 1000 bootstrap samples. The importance of predictors was compared across these models. RESULTS: In the training set, XGBoost and feedforward network yielded higher AUC values (0.89 and 0.86, respectively) than logistic regression (0.83), LASSO (0.83) and DRF (0.81). However, the AUC values were similar (0.82) among these approaches in the test set (95% CI range, 0.80-0.84). While the accuracy values >0.8 and the specificity values >0.9 for all models, the sensitivity values were only 0.4. The differences in these metrics across these models were minimal in the test set. All approaches selected some known risk factors for DKA as the top 10 features. XGBoost and DRF included more laboratory measurements or vital signs compared with conventional ML approaches, while feedforward network included more social demographics. CONCLUSIONS: In our empirical study, all ML approaches demonstrated similar performance, and identified overlapping, but different, top 10 predictors. The difference in selected top predictors needs further research.


Assuntos
Diabetes Mellitus Tipo 1 , Cetoacidose Diabética , Adulto , Diabetes Mellitus Tipo 1/complicações , Diabetes Mellitus Tipo 1/epidemiologia , Cetoacidose Diabética/diagnóstico , Cetoacidose Diabética/epidemiologia , Cetoacidose Diabética/etiologia , Registros Eletrônicos de Saúde , Humanos , Modelos Logísticos , Aprendizado de Máquina
7.
Pediatr Diabetes ; 21(7): 1268-1276, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32737942

RESUMO

OBJECTIVE: To develop a multivariable prediction model to identify patients with type 1 diabetes at increased risk of hospitalization for diabetic ketoacidosis or hyperglycemia with ketosis in the 12 months following assessment. METHODS: Retrospective review of clinical data from patients with type 1 diabetes less than 17 years old at a large academic children's hospital (5732 patient years, 652 admissions). Data from the previous 12 months were assessed on October 15, 2015, 2016, 2017, and 2018, and used to predict hospitalization in the following 12 months using generalized estimating equations. Variables that were significant predictors of hospitalization in univariate analyses were entered into a multivariable model. 2014 to 2016 data were used as a training dataset, and 2017 to 2019 data for validation. Discrimination of the model was assessed with receiver operator characteristic curves. RESULTS: Admission in the preceding year, hemoglobin (Hb)A1c, non-commercial insurance, female sex, and non-White race were all individual predictors of hospitalization, but age, duration of diabetes and number of office visits in the preceding year were not. In multivariable analysis with threshold P < .0033, admissions in the previous 12 months, HbA1c, and non-commercial insurance remained as significant predictors. The model identified a subset of ~8% of the patients with a collective 42% risk of hospitalization, thus increased 5-fold compared with the 8% risk of hospitalization in the remaining 93% of patients. Similar results were obtained with the validation dataset. CONCLUSION: Our multivariable prediction model identified patients at increased risk of admission in the 12 months following assessment.


Assuntos
Diabetes Mellitus Tipo 1/complicações , Cetoacidose Diabética/etiologia , Hospitalização , Hiperglicemia/etiologia , Adolescente , Criança , Diabetes Mellitus Tipo 1/sangue , Diabetes Mellitus Tipo 1/terapia , Cetoacidose Diabética/diagnóstico , Cetoacidose Diabética/terapia , Feminino , Hemoglobinas Glicadas/metabolismo , Humanos , Hiperglicemia/diagnóstico , Hiperglicemia/terapia , Seguro Saúde , Masculino , Valor Preditivo dos Testes , Curva ROC , Estudos Retrospectivos , Fatores de Risco
8.
Medicine (Baltimore) ; 99(25): e20553, 2020 Jun 19.
Artigo em Inglês | MEDLINE | ID: mdl-32569176

RESUMO

There is a paucity of information on real world management of African adult patients with type 1 diabetes mellitus (T1DM). We aimed to describe a cohort of African adults with T1DM.The International Diabetes Management Practices Study is an observational survey conducted from 2005 to 2017. Data were collected in seven individual waves from countries in Asia, Africa, East Europe, and Latin America. Wave 7 was conducted from 2016 to 2017 and the African cohort included 12 countries. Questionnaires were administered to clinicians and patients. Analyses were mainly descriptive. Logistic regressions were performed to identify predictive factors for glycaemic control.A total of 788 patients were enrolled in the study. HbA1c values were available for 712 patients; only 16.6% had HbA1c values <7%. A total of 196 (24.9%) reported being hospitalized in the preceding year, with the most common reasons being diabetic ketoacidosis (58.1%, 93/160) and hypoglycaemia (31.1%; 52/167). Over half of the patients (55.4%) stated that the cost of test strips limited regular glycemic monitoring; a minority of patients (15%, 120/788) received structured diabetes education. Predictors of HbA1c <7% included patients receiving diabetes education (odds ratio [OR] [95% confidence interval, CI] = 2.707 [1.157-6.335] P = .022), following a healthy diet and exercise plan (OR [95% CI] = 2.253 [1.206-4.209], P < .001) and self-managing (monitoring glucose levels and adjusting insulin accordingly) (OR [95% CI] 2.508 [1.500-4.191] P < .001).African adults with T1DM have suboptimal glycemic control with almost one-quarter reporting hospitalization within the preceding year. Most patients felt comfortable with self-adjustment of insulin dose but said that the cost of test strips was the main factor that limited regular monitoring. Reducing direct costs of testing strips and insulin, and improving education will address major challenges within these settings.


Assuntos
Diabetes Mellitus Tipo 1/terapia , Insulina/administração & dosagem , Autogestão , Adulto , África , Idoso , Glicemia/análise , Diabetes Mellitus Tipo 1/complicações , Diabetes Mellitus Tipo 1/economia , Cetoacidose Diabética/etiologia , Feminino , Hemoglobinas Glicadas/análise , Humanos , Hipoglicemia/etiologia , Insulina/economia , Masculino , Pessoa de Meia-Idade , Inquéritos e Questionários , Adulto Jovem
9.
J Clin Endocrinol Metab ; 104(8): 3473-3480, 2019 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-31220288

RESUMO

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.


Assuntos
Diabetes Mellitus Tipo 1/complicações , Cetoacidose Diabética/epidemiologia , Cetoacidose Diabética/etiologia , Readmissão do Paciente/estatística & dados numéricos , Fatores Socioeconômicos , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Criança , Pré-Escolar , Estudos Transversais , Bases de Dados Factuais , Feminino , Geografia , Humanos , Modelos Logísticos , Masculino , Maryland/epidemiologia , Pessoa de Meia-Idade , Medição de Risco , Fatores de Risco , Adulto Jovem
10.
Pediatr Diabetes ; 19(7): 1257-1262, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30014558

RESUMO

OBJECTIVE: New-onset diabetic ketoacidosis (NO-DKA) is entirely preventable with early recognition of the symptoms of type 1 diabetes mellitus (T1D). In this study, we aimed to assess whether a simple and easily delivered educational campaign could reduce the risk of DKA. METHODS: A poster highlighting key features of new-onset T1D was delivered once a year over 2 years to mailboxes of over 460 000 individual residential households in the Auckland region (New Zealand). In the first year, the campaign poster was also delivered to all general practices in the region. Families of all newly diagnosed cases of T1D in children answered a brief questionnaire to ascertain whether the campaign reached them. RESULTS: Over the 24-month period covered by this study, 132 new cases of T1D were diagnosed in children and adolescents in Auckland. There were 38 cases (28.8%) of DKA, which is similar to the average over the previous 5-year period (27.0%). The caregivers of three children reported both seeing the campaign poster and seeking medical attention as a result. None of these three children were in DKA at diagnosis; they were aged 6.3 to 9.7 years, and of New Zealand European ethnicity. CONCLUSIONS: A non-targeted campaign to raise awareness of diabetes symptoms in youth led only a few caregivers to seek timely medical attention. Overall, this once-yearly untargeted campaign to raise awareness of diabetes symptoms in youth had limited impact. More effective strategies are required, possibly involving sustained targeted education of medical practitioners.


Assuntos
Diabetes Mellitus Tipo 1/complicações , Cetoacidose Diabética/prevenção & controle , Promoção da Saúde/estatística & dados numéricos , Adolescente , Criança , Pré-Escolar , Diabetes Mellitus Tipo 1/diagnóstico , Cetoacidose Diabética/etiologia , Feminino , Promoção da Saúde/economia , Humanos , Masculino
11.
Pharmacoepidemiol Drug Saf ; 27(1): 123-126, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-28752620

RESUMO

PURPOSE: Determination of the incidence rate of diabetic ketoacidosis (DKA) in type 2 diabetes mellitus (T2DM) is urgent, in response to the safety issue with use of the glucose lowering drugs, sodium-glucose cotransporter-2 inhibitors, and DKA. METHODS: We extracted data of adult patients with T2DM from a medical claims database in Japan, which included 1 million individuals. The study period was 2005-2013, before the era of sodium-glucose cotransporter-2 inhibitors. The inclusion criteria were patients with a diagnosis of T2DM who had at least 1 prescription for a glucose-lowering drug. We further examined the number of DKA-related admissions and medication use prior to admission. Calculation of DKA incidence was on a patient-years basis, with 95% confidence interval using a Poisson distribution. RESULTS: Of 36,674 adult patients with T2DM, we identified 74 cases admitted for DKA, with an estimated DKA incidence of 0.48/1000 (95% confidence interval, 0.38-0.60/1000) patient-years. Of these 74 cases, approximately two-thirds of patients had no past or recent history of glucose-lowering drug use before admission for DKA. CONCLUSIONS: This study estimated that the incidence of DKA was 0.48/1000 patient-years in Japan, similar to previous studies. We also found that underuse of glucose-lowering medication was common among patients hospitalized for DKA. KEY POINTS The population-based incidence of DKA in T2DM is largely unknown. In Japan, the estimated DKA incidence was 0.48/1000 (95% CI, 0.38-0.60/1000) patient-years. Drug-induced DKA is an emerging research area, and our results can be applied to evaluating the risk of DKA.


Assuntos
Diabetes Mellitus Tipo 2/complicações , Cetoacidose Diabética/epidemiologia , Revisão da Utilização de Seguros/estatística & dados numéricos , Adulto , Idoso , Diabetes Mellitus Tipo 2/tratamento farmacológico , Cetoacidose Diabética/etiologia , Feminino , Seguimentos , Hospitalização/estatística & dados numéricos , Humanos , Hipoglicemiantes/uso terapêutico , Incidência , Japão/epidemiologia , Masculino , Pessoa de Meia-Idade
13.
Health Technol Assess ; 21(20): 1-278, 2017 04.
Artigo em Inglês | MEDLINE | ID: mdl-28440211

RESUMO

BACKGROUND: Insulin is generally administered to people with type 1 diabetes mellitus (T1DM) using multiple daily injections (MDIs), but can also be delivered using infusion pumps. In the UK, pumps are recommended for patients with the greatest need and adult use is less than in comparable countries. Previous trials have been small, of short duration and have failed to control for training in insulin adjustment. OBJECTIVE: To assess the clinical effectiveness and cost-effectiveness of pump therapy compared with MDI for adults with T1DM, with both groups receiving equivalent structured training in flexible insulin therapy. DESIGN: Pragmatic, multicentre, open-label, parallel-group cluster randomised controlled trial, including economic and psychosocial evaluations. After participants were assigned a group training course, courses were randomly allocated in pairs to either pump or MDI. SETTING: Eight secondary care diabetes centres in the UK. PARTICIPANTS: Adults with T1DM for > 12 months, willing to undertake intensive insulin therapy, with no preference for pump or MDI, or a clinical indication for pumps. INTERVENTIONS: Pump or MDI structured training in flexible insulin therapy, followed up for 2 years. MDI participants used insulin analogues. Pump participants used a Medtronic Paradigm® VeoTM (Medtronic, Watford, UK) with insulin aspart (NovoRapid, Novo Nordisk, Gatwick, UK). MAIN OUTCOME MEASURES: Primary outcome - change in glycated haemoglobin (HbA1c) at 2 years in participants whose baseline HbA1c was ≥ 7.5% (58 mmol/mol). Key secondary outcome - proportion of participants with HbA1c ≤ 7.5% at 2 years. Other outcomes at 6, 12 and 24 months - moderate and severe hypoglycaemia; insulin dose; body weight; proteinuria; diabetic ketoacidosis; quality of life (QoL); fear of hypoglycaemia; treatment satisfaction; emotional well-being; qualitative interviews with participants and staff (2 weeks), and participants (6 months); and ICERs in trial and modelled estimates of cost-effectiveness. RESULTS: We randomised 46 courses comprising 317 participants: 267 attended a Dose Adjustment For Normal Eating course (132 pump; 135 MDI); 260 were included in the intention-to-treat analysis, of which 235 (119 pump; 116 MDI) had baseline HbA1c of ≥ 7.5%. HbA1c and severe hypoglycaemia improved in both groups. The drop in HbA1c% at 2 years was 0.85 on pump and 0.42 on MDI. The mean difference (MD) in HbA1c change at 2 years, at which the baseline HbA1c was ≥ 7.5%, was -0.24% [95% confidence interval (CI) -0.53% to 0.05%] in favour of the pump (p = 0.098). The per-protocol analysis showed a MD in change of -0.36% (95% CI -0.64% to -0.07%) favouring pumps (p = 0.015). Pumps were not cost-effective in the base case and all of the sensitivity analyses. The pump group had greater improvement in diabetes-specific QoL diet restrictions, daily hassle plus treatment satisfaction, statistically significant at 12 and 24 months and supported by qualitative interviews. LIMITATION: Blinding of pump therapy was not possible, although an objective primary outcome was used. CONCLUSION: Adding pump therapy to structured training in flexible insulin therapy did not significantly enhance glycaemic control or psychosocial outcomes in adults with T1DM. RESEARCH PRIORITY: To understand why few patients achieve a HbA1c of < 7.5%, particularly as glycaemic control is worse in the UK than in other European countries. TRIAL REGISTRATION: Current Controlled Trials ISRCTN61215213. FUNDING: This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 21, No. 20. See the NIHR Journals Library website for further project information.


Assuntos
Diabetes Mellitus Tipo 1/tratamento farmacológico , Diabetes Mellitus Tipo 1/psicologia , Sistemas de Infusão de Insulina/economia , Insulina/administração & dosagem , Insulina/economia , Adolescente , Adulto , Idoso , Glicemia , Peso Corporal , Análise Custo-Benefício , Diabetes Mellitus Tipo 1/complicações , Cetoacidose Diabética/etiologia , Relação Dose-Resposta a Droga , Feminino , Hemoglobinas Glicadas , Humanos , Hipoglicemia/induzido quimicamente , Insulina/uso terapêutico , Masculino , Pessoa de Meia-Idade , Proteinúria/etiologia , Qualidade de Vida , Anos de Vida Ajustados por Qualidade de Vida , Medicina Estatal/economia , Avaliação da Tecnologia Biomédica , Reino Unido , Adulto Jovem
14.
Acta Diabetol ; 53(6): 991-998, 2016 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-27585938

RESUMO

AIMS: While there have been many outcome-focussed studies examining insulin pump therapy, only a few have looked at potential adverse events (AEs), with none examining the relationship between AEs and pump/infusion set type, ethnicity or socio-economic status. In addition, current data on the incidence and characteristics of pump-associated AEs are confined to one paediatric centre. We aimed to describe the incidence, characteristics and potential predictors of insulin pump-associated AEs in New Zealand adults and children with T1DM. METHODS: We approached adults and families of children with T1DM on insulin pumps in four main New Zealand centres. Participants completed a questionnaire examining pump-related issues they had experienced in the preceding 12 months. RESULTS: Response rate was 64 % with 174 of 270 eligible people participating in the study. 84 % of subjects reported one or more AEs, with an overall AE incidence of 3.42 per person/year (95 % CI 3.14, 3.73). An event serious enough to require a hospital presentation occurred in 9.8 %, all but one reporting high ketones or diabetic ketoacidosis (DKA). Set/site problems were the AE most commonly reported (by 53 % of respondents), followed by cutaneous complications (43 %) and pump malfunction (38 %). Few predictors of AEs (of any type) were found; however, a negative binomial regression model found that a longer duration of pumping (p = 0.018) and age <18 years (p = 0.043) were both associated with fewer AEs (all types combined). CONCLUSIONS: Insulin pump-associated AEs are very common. However, few variables are predictive of them with no relationships seen with glycaemic control, socio-economic status, pump manufacturer or infusion set type. Based on these findings, AEs should be anticipated in both adults and children, with anticipatory patient education and training recommended for their successful and safe use.


Assuntos
Diabetes Mellitus Tipo 1 , Cetoacidose Diabética , Falha de Equipamento/estatística & dados numéricos , Sistemas de Infusão de Insulina , Insulina , Adolescente , Adulto , Glicemia/análise , Criança , Diabetes Mellitus Tipo 1/diagnóstico , Diabetes Mellitus Tipo 1/tratamento farmacológico , Diabetes Mellitus Tipo 1/epidemiologia , Cetoacidose Diabética/epidemiologia , Cetoacidose Diabética/etiologia , Feminino , Humanos , Hipoglicemiantes/administração & dosagem , Hipoglicemiantes/efeitos adversos , Incidência , Insulina/administração & dosagem , Insulina/efeitos adversos , Sistemas de Infusão de Insulina/efeitos adversos , Sistemas de Infusão de Insulina/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Nova Zelândia/epidemiologia , Classe Social , Fatores de Tempo
15.
Pediatrics ; 137(6)2016 06.
Artigo em Inglês | MEDLINE | ID: mdl-27207491

RESUMO

OBJECTIVE: To identify patterns of outpatient care associated with diabetic ketoacidosis (DKA) among pediatric patients with type 1 diabetes (T1D). METHODS: Retrospective cohort study using Medicaid claims data from 2009 to 2012 for children with T1D enrolled ≥365 consecutive days in California Children's Services, a Title V program for low-income children with chronic disease. Outcome was DKA hospitalization >30 days after enrollment. Outpatient visits to primary care, endocrinology, pharmacies, and emergency departments (EDs) were assessed during the 6 months before an index date: either date of first DKA hospitalization or end of enrollment for those without DKA. Univariate and multivariate analysis was used to evaluate independent associations between DKA and outpatient care at clinically meaningful intervals preceding the index date. RESULTS: Among 5263 children with T1D, 16.7% experienced DKA during the study period. Patients with DKA were more likely to have had an ED visit (adjusted odds ratio [aOR] 3.99, 95% confidence interval [CI]: 2.60-6.13) or a nonpreventive primary care visit (aOR 1.35, 95% CI: 1.01-1.79) within 14 days before the index date, and less likely to have visited an endocrinologist (aOR 0.76, 95% CI: 0.65-0.89) within the preceding 120 days. Preventive visits and pharmacy claims were not associated with DKA. CONCLUSIONS: For children with T1D, recent ED visits and long intervals without subspecialty care are important signals of impending DKA. Combined with other known risk factors, these health-use indicators could be used to inform clinical and case management interventions that aim to prevent DKA hospitalizations.


Assuntos
Assistência Ambulatorial/estatística & dados numéricos , Diabetes Mellitus Tipo 1/terapia , Cetoacidose Diabética/etiologia , Hospitalização , Cooperação do Paciente/estatística & dados numéricos , Adolescente , California , Criança , Pré-Escolar , Diabetes Mellitus Tipo 1/complicações , Serviço Hospitalar de Emergência/estatística & dados numéricos , Feminino , Humanos , Lactente , Masculino , Medicaid , Transtornos Mentais/complicações , Pobreza , Estudos Retrospectivos , Fatores de Risco , Estados Unidos
16.
Basic Clin Pharmacol Toxicol ; 118(2): 168-70, 2016 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-26291182

RESUMO

Sodium-glucose cotransporter 2 inhibitors (SGLT2i) were recently introduced for the treatment of type 2 diabetes (T2D). SGLT2i lower plasma glucose by inhibiting the renal reuptake of glucose leading to glucosuria. Generally, these drugs are considered safe to use. However, recently, SGLT2i have been suggested to predispose to ketoacidosis. Here, we present a case of diabetic ketoacidosis (DKA) developed in an obese, poorly controlled male patient with T2D treated with the SGLT2i dapagliflozin. He was admitted with DKA 5 days after the initiation of treatment with the SGLT2i dapagliflozin. On admission, the primary symptoms were nausea and dizziness, and he was hypertensive (170/103) and tachycardic (119 bpm) and had mild hyperglycaemia (15.3 mmol/l), severe ketonuria and severe metabolic acidosis (pH 7.08). He responded well to infusions of insulin, glucose and saline and was discharged after 72 hr with insulin as the only glucose-lowering therapy. After 1 month, dapagliflozin was reintroduced as add-on to insulin with no recurrent signs of ketoacidosis. During acute illness or other conditions with increased insulin demands in diabetes, SGLT2i may predispose to the formation of ketone bodies and ensuing acidosis.


Assuntos
Compostos Benzidrílicos , Diabetes Mellitus Tipo 2 , Cetoacidose Diabética , Glucosídeos , Insulina/administração & dosagem , Obesidade/complicações , Adulto , Compostos Benzidrílicos/administração & dosagem , Compostos Benzidrílicos/efeitos adversos , Glicemia/análise , Diabetes Mellitus Tipo 2/complicações , Diabetes Mellitus Tipo 2/tratamento farmacológico , Cetoacidose Diabética/sangue , Cetoacidose Diabética/diagnóstico , Cetoacidose Diabética/tratamento farmacológico , Cetoacidose Diabética/etiologia , Cetoacidose Diabética/fisiopatologia , Glucosídeos/administração & dosagem , Glucosídeos/efeitos adversos , Humanos , Hipoglicemiantes/administração & dosagem , Hipoglicemiantes/efeitos adversos , Túbulos Renais Proximais/efeitos dos fármacos , Túbulos Renais Proximais/metabolismo , Masculino , Conduta do Tratamento Medicamentoso , Transportador 2 de Glucose-Sódio/metabolismo , Inibidores do Transportador 2 de Sódio-Glicose , Resultado do Tratamento
17.
Acta Diabetol ; 52(2): 365-71, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25267080

RESUMO

AIMS: Diabetic ketoacidosis (DKA) at diabetes diagnosis is a dangerous yet potentially preventable condition. Young age, low socioeconomic status, and low parental education have been found to be associated with increased risk of DKA. We aimed to evaluate the impact of religious affiliation on presentation with DKA at type 1 diabetes mellitus (T1DM) diagnosis in Jewish children. METHODS: The study comprised an analysis of medical records of all consecutive patients with new-onset T1DM who were admitted to one tertiary medical center from January 2007 to January 2014. DKA was defined as venous pH <7.3 or HCO3(-) < 15 mmol/l, and severe DKA as pH <7.1 or HCO3(-) < 5 mmol/l. RESULTS: Of 81 patients with new-onset T1DM (38 females, mean ± SD age at diagnosis 9.9 ± 4.2 years), 34 (42 %) presented with DKA: 21 of 60 (35 %) of patients from secular families and 13 of 21 (62 %) from ultra-orthodox families. Children from ultra-orthodox families had a 3.5-fold increased risk of presenting with DKA than children from secular families (95 % CI 1.2-10.1, p = 0.02) and a 3.8-fold risk to be admitted with severe DKA (95 % CI 1.1-12.6, p = 0.02). Other factors that were found to be associated with an increased risk of DKA were younger age, an absence of maternal academic education, and residence in an area of low socioeconomic status. CONCLUSIONS: DKA and severe DKA at diabetes diagnosis were more common among religious ultra-orthodox than among secular Jewish children. Awareness of the symptoms and dangers of DKA in new-onset T1DM should be directed to particularly high-risk population groups.


Assuntos
Diabetes Mellitus Tipo 1/complicações , Cetoacidose Diabética/diagnóstico , Cetoacidose Diabética/etnologia , Adolescente , Criança , Pré-Escolar , Diabetes Mellitus Tipo 1/economia , Diabetes Mellitus Tipo 1/epidemiologia , Diabetes Mellitus Tipo 1/etnologia , Cetoacidose Diabética/epidemiologia , Cetoacidose Diabética/etiologia , Feminino , Humanos , Israel/epidemiologia , Judaísmo , Masculino , Religião , Fatores de Risco , Classe Social
18.
Pediatr Crit Care Med ; 15(8): 742-9, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-25072475

RESUMO

OBJECTIVES: Impaired cerebral autoregulation may be associated with poor outcome in diabetic ketoacidosis. We examined change in cerebral autoregulation during diabetic ketoacidosis treatment. DESIGN: Prospective observational cohort study. SETTING: Tertiary care children's hospital. PATIENTS/SUBJECTS: Children admitted to the ICU with diabetic ketoacidosis (venous pH < 7.3, glucose > 300 mg/dL, HCO3 < 15 mEq/L, and ketonuria) constituted cases, and children with type I diabetes without diabetic ketoacidosis constituted controls. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Between 2005 and 2009, 32 cases and 50 controls were enrolled. Transcranial Doppler ultrasonography was used to measure middle cerebral artery flow velocities, and cerebral autoregulation testing was achieved via tilt-table testing. Cases underwent two and controls underwent one cerebral autoregulation test. Cerebral autoregulation was quantified by the autoregulatory index (autoregulatory index < 0.4 = impaired and autoregulatory index 0.4-1.0 = intact autoregulation). The first autoregulation test was obtained early (time 1, 12-24 hr; median [interquartile range], 8 hr [5-18 hr]) during diabetic ketoacidosis treatment, and a second autoregulation test was obtained during recovery (time 2, 36-72 hr; median [ interquartile range], 46 hr [40-59 hr]) from time 0 (defined as time of insulin start). Cases had lower autoregulatory index at time 1 than time 2 (p < 0.001) as well lower autoregulatory index than control subjects (p < 0.001). Cerebral autoregulation was impaired in 40% (n = 13) of cases at time 1 and in 6% (n = 2) of cases at time 2. Five cases (17%) showed persistent impairment of cerebral autoregulation between times 1 and 2 of treatment. All control subjects had intact cerebral autoregulation. CONCLUSIONS: Impaired cerebral autoregulation was common early during diabetic ketoacidosis treatment. Although the majority improved during diabetic ketoacidosis treatment, 17% of subjects had impairment between 36 and 72 hours after start of insulin therapy. The observed impaired cerebral autoregulation appears specific to the diabetic ketoacidosis process in patients with type I diabetes.


Assuntos
Cérebro/fisiopatologia , Cetoacidose Diabética/fisiopatologia , Homeostase , Artéria Cerebral Média/fisiopatologia , Adolescente , Velocidade do Fluxo Sanguíneo , Edema Encefálico/diagnóstico por imagem , Edema Encefálico/etiologia , Edema Encefálico/fisiopatologia , Cérebro/irrigação sanguínea , Cérebro/diagnóstico por imagem , Criança , Estado Terminal , Diabetes Mellitus Tipo 1/complicações , Cetoacidose Diabética/tratamento farmacológico , Cetoacidose Diabética/etiologia , Feminino , Humanos , Hipertensão/etiologia , Hipoglicemiantes/uso terapêutico , Insulina/uso terapêutico , Masculino , Estudos Prospectivos , Teste da Mesa Inclinada , Ultrassonografia Doppler Transcraniana
19.
Diabetes Metab Res Rev ; 30(6): 497-504, 2014 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-24687395

RESUMO

BACKGROUND: Diabetic ketoacidosis (DKA) and severe hypoglycaemia are common acute complications of type 1 diabetes mellitus (T1DM). This study aimed to determine the incidence of, and risk factors for, these complications in Chinese patients with established T1DM. METHODS: This cross-sectional study recruited patients with established T1DM from 16 centres in Guangdong Province, China. Incidence rates were expressed as episodes/100 patient-years. Regression models identified risk factors for the occurrence and recurrence of secondary DKA and severe hypoglycaemia. RESULTS: A total of 611 patients with established T1DM (53.7% women) were recruited. The incidence of secondary DKA and severe hypoglycaemia was 26.4 (22.4, 31.0) and 68.8 (62.2, 76.0)/100 patient-years, respectively. Significant risk factors for secondary DKA were female gender [relative risk (RR) = 2.12], medical reimbursement rate <50% (RR = 1.84), uncontrolled diet (RR = 1.76), smoking (RR = 2.18) and poor glycaemic control [glycated haemoglobin A1c (HbA1c)/1.0% increase; RR = 1.15]. Overweight/obesity was a protective factor (RR = 0.57). Significant risk factors for severe hypoglycaemia included male gender (RR = 1.71), medical reimbursement rate < 50% (RR = 1.36), longer duration of T1DM (per 5-year increase, RR = 1.22), underweight (RR = 1.44), uncontrolled diet ('never controlled' or 'sometimes controlled' vs. 'usually controlled', RR = 2.09 or 2.02, respectively), exercise <150 min/week (RR = 1.66), presence of neuropathy (RR = 1.89), smoking (RR = 1.48) and lower HbA1c values (per 1.0% decrease, RR = 1.46). Overweight/obesity was a protective factor (RR = 0.62). Additionally, 34.4% of secondary DKA and 81.1% of severe hypoglycaemia episodes occurred in 3.8% and 16.2% patients with recurrent events (≥two episodes), respectively. CONCLUSIONS: The results indicate that secondary DKA and severe hypoglycaemia occur at high rates in Chinese patients with established T1DM and that recurrence is likely to occur in high-risk patients. Comprehensive management of T1DM should include recommendations to control modifiable risk factors.


Assuntos
Diabetes Mellitus Tipo 1/fisiopatologia , Cetoacidose Diabética/epidemiologia , Hipoglicemia/epidemiologia , Adolescente , Adulto , Criança , Pré-Escolar , China/epidemiologia , Terapia Combinada/economia , Estudos Transversais , Diabetes Mellitus Tipo 1/sangue , Diabetes Mellitus Tipo 1/economia , Diabetes Mellitus Tipo 1/terapia , Cetoacidose Diabética/economia , Cetoacidose Diabética/etiologia , Cetoacidose Diabética/fisiopatologia , Feminino , Hemoglobinas Glicadas/análise , Humanos , Hipoglicemia/economia , Hipoglicemia/etiologia , Hipoglicemia/fisiopatologia , Incidência , Reembolso de Seguro de Saúde , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Fatores de Risco , Índice de Gravidade de Doença , Caracteres Sexuais , Fumar/efeitos adversos , Adulto Jovem
20.
Diabetes Care ; 37(1): 81-7, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-23959568

RESUMO

OBJECTIVE The study seeks to improve access for underserved patients via novel integration of Pedi-Flite (a critical care transport team) and to validate whether this safely enhances diabetes care and effectively expands the endocrine workforce. RESEARCH DESIGN AND METHODS The study retrospectively analyzed pager service use in a cohort of established diabetic patients (n = 979) after inception of Pedi-Flite support. Outcomes included incidence and severity of recurrent diabetic ketoacidosis (DKA) and cost savings generated from reduced referrals to the emergency department (ED) and on-call endocrinologist. We generated descriptive statistics to characterize the study population and ED visits for DKA and constructed logistic regression models to examine associations of pager use and likelihood of ED visitation and nonelective inpatient admission from an ED for DKA. RESULTS Pager users comprised 30% of the patient population. They were younger but had more established diabetes than nonusers. While pager users were 2.75 times more likely than nonusers to visit the ED for DKA (P < 0.0001), their visits were less likely to lead to inpatient admissions (odds ratio 0.58; P < 0.02). More than half (n = 587) of all calls to the pager were resolved without need for further referral. Estimates suggest that 439 ED visits and 115 admissions were avoided at a potential cost savings exceeding 760,000 USD. CONCLUSIONS Integration of a transport service provides a novel, cost-effective approach to reduce disparities in diabetes care. Advantages include scalability, applicability to other disease areas and settings, and low added costs. These findings enrich an emerging evidence base for telephonic care-management models supported by allied health personnel.


Assuntos
Diabetes Mellitus Tipo 1/terapia , Diabetes Mellitus Tipo 2/terapia , Cetoacidose Diabética/etiologia , Acessibilidade aos Serviços de Saúde/normas , Autocuidado/normas , Pessoal Técnico de Saúde/economia , Pessoal Técnico de Saúde/estatística & dados numéricos , Criança , Serviços de Saúde da Criança/economia , Serviços de Saúde da Criança/normas , Serviços de Saúde da Criança/estatística & dados numéricos , Redução de Custos , Análise Custo-Benefício , Diabetes Mellitus Tipo 1/economia , Diabetes Mellitus Tipo 2/economia , Cetoacidose Diabética/economia , Serviço Hospitalar de Emergência/estatística & dados numéricos , Endocrinologia , Feminino , Acessibilidade aos Serviços de Saúde/economia , Hospitalização/economia , Hospitalização/estatística & dados numéricos , Humanos , Masculino , Área Carente de Assistência Médica , Razão de Chances , Equipe de Assistência ao Paciente/organização & administração , Encaminhamento e Consulta , Estudos Retrospectivos , Autocuidado/economia , Apoio Social , Telemedicina/economia , Telemedicina/estatística & dados numéricos , Telefone/economia , Telefone/estatística & dados numéricos , Transporte de Pacientes , Recursos Humanos
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