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1.
Diabetes Res Clin Pract ; 197: 110263, 2023 Mar.
Article in English | MEDLINE | ID: mdl-36693542

ABSTRACT

Estimated all-cause mortality within 30-days of hypoglycemic emergencies is 0.8 % in adults with type 1 diabetes and 1.7 % with type 2 diabetes; and within 30-days of hyperglycemic emergencies, it is 1.2 % with type 1 diabetes and 2.8 % with type 2 diabetes. These rates changed little between 2011 and 2020.


Subject(s)
Diabetes Mellitus, Type 1 , Diabetes Mellitus, Type 2 , Diabetic Ketoacidosis , Adult , Humans , Hypoglycemic Agents/therapeutic use , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 2/complications , Emergencies , Diabetic Ketoacidosis/epidemiology , Diabetic Ketoacidosis/therapy
2.
J Med Educ Curric Dev ; 6: 2382120519861342, 2019.
Article in English | MEDLINE | ID: mdl-31321305

ABSTRACT

OBJECTIVE: Diabetes is prevalent among hospitalized patients and there are multiple challenges to attaining glycemic control in the hospital setting. We sought to develop an inpatient glycemic management curriculum with stakeholder input and to evaluate the effectiveness of this educational program on glycemic control in hospitalized patients. METHODS: Using the Six-Step Approach of Kern to Curriculum Development for Medical Education, we developed and implemented an educational curriculum for inpatient glycemic management targeted to internal medicine residents and hospitalists. We surveyed physicians (n = 73) and conducted focus group sessions (n = 18 physicians) to solicit input regarding educational deficits and desired format of the educational intervention. Based on feedback from the surveys and focus groups, we developed educational goals and objectives and a case-based curriculum, which was delivered over a 1-year period via in-person teaching sessions by 2 experienced diabetes physicians at 3 hospitals. Rates of hypoglycemia and hyperglycemia were evaluated among at-risk patient days using an interrupted time-series design. RESULTS: We developed a mnemonic-based (SIGNAL) curriculum consisting of 10 modules, which covers key concepts of inpatient glycemic management and provides an approach to daily glycemic management: S = steroids, I = insulin, G = glucose, N = nutritional status, A = added dextrose, and L = labs. Following implementation of the curriculum, there was no difference in the rates of hyperglycemia in insulin-treated patients following the intervention; however, there was an increase in the rates of hypoglycemia defined as blood glucose (BG) ⩽ 70 mg/dL (5.6% vs 3.0%, P < .001) and clinically significant hypoglycemia defined as BG < 54 mg/dL (1.9% vs 0.8%, P = .01). There was poor penetration of the curriculum, with 60%, 20%, and 90% of the learning modules being delivered at the three participating hospitals, respectively. CONCLUSIONS: In this pilot study, a physician-targeted educational curriculum was not associated with improved glycemic control. Adapting the intervention to increase penetration and integrating the curriculum into existing clinical decision support tools may improve the effectiveness of the educational program on glycemic outcomes.

3.
J Diabetes Sci Technol ; 13(3): 522-532, 2019 05.
Article in English | MEDLINE | ID: mdl-30198324

ABSTRACT

BACKGROUND: Insulin is one of the highest risk medications used in hospitalized patients. Multiple complex factors must be considered in determining a safe and effective insulin regimen. We sought to develop a computerized clinical decision support (CDS) tool to assist hospital-based clinicians in insulin management. METHODS: Adapting existing clinical practice guidelines for inpatient glucose management, a design team selected, configured, and implemented a CDS tool to guide subcutaneous insulin dosing in non-critically ill hospitalized patients at two academic medical centers that use the EpicCare® electronic medical record (EMR). The Agency for Healthcare Research and Quality (AHRQ) best practices in CDS design and implementation were followed. RESULTS: A CDS tool was developed in the form of an EpicCare SmartForm, which generates an insulin regimen by integrating information about the patient's body weight, diabetes type, home and hospital insulin requirements, and nutritional status. Total daily recommended insulin doses are distributed into respective basal and nutritional doses with a tailored correctional insulin scale. Preimplementation, several approaches were used to communicate this new tool to clinicians, including emails, lectures, and videos. Postimplementation, a support team was available to address user technical issues. Feedback from stakeholders has been used to continuously refine the tool. Inclusion of the programming in the EMR vendor's community library has allowed dissemination of the tool outside our institution. CONCLUSIONS: We have developed an EMR-based tool to guide SQ insulin dosing in non-critically ill hospitalized patients. Further studies are needed to evaluate adoption and clinical effectiveness of this intervention.


Subject(s)
Decision Support Systems, Clinical/instrumentation , Diabetes Mellitus/drug therapy , Hospitalization , Infusion Pumps, Implantable , Insulin Infusion Systems , Insulin/administration & dosage , Software , Algorithms , Diabetes Mellitus/blood , Drug Delivery Systems/instrumentation , Female , Humans , Implementation Science , Infusions, Subcutaneous , Insulin Infusion Systems/standards , Male , Retrospective Studies , Subcutaneous Tissue/pathology , Workflow
4.
J Diabetes Sci Technol ; 11(5): 1036-1044, 2017 09.
Article in English | MEDLINE | ID: mdl-28429611

ABSTRACT

In June 2016, Diabetes Technology Society convened a panel of US experts in inpatient diabetes management to discuss the current and potential role of continuous glucose monitoring (CGM) in the hospital. This discussion combined with a literature review was a follow-up to a meeting, which took place in May 2015. The panel reviewed evidence on use of CGM in 3 potential inpatient scenarios: (1) the intensive care unit (ICU), (2) non-ICU, and (3) transitioning outpatient CGM use into the hospital setting. Panel members agreed that data from limited studies and theoretical considerations suggested that use of CGM in the hospital had the potential to improve patient clinical outcomes, and in particular reduction of hypoglycemia. Panel members discussed barriers to widespread adoption of CGM, which patients would benefit most from use of this technology, and what type of outcome studies are needed to guide use of CGM in the inpatient setting.


Subject(s)
Blood Glucose Self-Monitoring/methods , Blood Glucose/analysis , Diabetes Mellitus, Type 1/blood , Inpatients , Humans , Hypoglycemia/prevention & control
5.
Stroke ; 47(11): 2682-2688, 2016 11.
Article in English | MEDLINE | ID: mdl-27729576

ABSTRACT

BACKGROUND AND PURPOSE: Epidemiological studies in men suggest a relationship between endogenous testosterone and ischemic vascular events. We hypothesized that low testosterone is independently associated with ischemic stroke and ischemic brain changes. METHODS: In 1558 male participants (mean [SD] age, 63.1 [5.6] years; body mass index, 28.2 [4.3] kg/m2) from visit 4 (1996-1998) of the ARIC study (Atherosclerosis Risk in Communities) without cardiovascular disease, stroke, and previous testosterone therapy, we measured plasma total testosterone by liquid chromatography mass spectrometry using morning samples and divided levels into tertiles (median [25th-75th percentile], 377.6 [288.4-480.1] ng/dL). General linear models, for cross-sectional analyses, and proportional hazards regression, for time-to-event analysis, examined the association of testosterone with participant characteristics and incident stroke through 2011. Linear and logistic regression models examined the association of testosterone with percentage white matter hyperintensities and prevalent infarcts in participants (n=257) who underwent brain magnetic resonance imaging at visit 5 (2011-2013). Analyses were adjusted for age, race, and ARIC center, body mass index, waist circumference, smoking status, diabetes mellitus, hypertension, low-density lipoprotein, and high-density lipoprotein. RESULTS: Lower testosterone was significantly associated with higher body mass index, greater waist circumference, diabetes mellitus, hypertension, lower high-density lipoprotein, and never smoking. After adjustment, no association of testosterone with incident stroke was found (hazard ratios [95% confidence intervals] for tertile 1 or 3 versus 2, 1.47 [0.83-2.61], 1.15 [0.62-2.14]; median follow-up, 14.1 years), nor with percentage white matter hyperintensities, cortical infarcts, or subcortical infarcts. CONCLUSIONS: After controlling for atherosclerotic risk factors, there was no association between endogenous testosterone and incident clinical stroke or ischemic brain changes in community-dwelling men.


Subject(s)
Atherosclerosis/blood , Brain Ischemia/blood , Stroke/blood , Testosterone/blood , Aged , Atherosclerosis/epidemiology , Brain Infarction/blood , Brain Infarction/diagnostic imaging , Brain Infarction/epidemiology , Brain Ischemia/diagnostic imaging , Brain Ischemia/epidemiology , Diabetes Mellitus/epidemiology , Humans , Hypertension/epidemiology , Male , Middle Aged , Risk Factors , Stroke/diagnostic imaging , Stroke/epidemiology , United States/epidemiology , Waist Circumference
7.
J Clin Endocrinol Metab ; 100(4): 1602-8, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25584720

ABSTRACT

CONTEXT: Epidemiologic studies suggest that endogenous testosterone (T) levels in males may be implicated in cardiovascular disease (CVD), however further clarification is needed. OBJECTIVE: We assessed the cross-sectional relationship between endogenous plasma T and mean carotid intima media thickness (cIMT), and the longitudinal relationship with incident clinical CVD events, cardiac mortality, and all-cause mortality using male participants in the Atherosclerosis Risk in Communities (ARIC) study. DESIGN: This study involved a subset of men from visit 4 of the ARIC study. SETTING: The study was conducted in a community based cohort. PARTICIPANTS: Males who provided a morning blood sample excluding those taking androgen therapy, with prevalent coronary heart disease (CHD), stroke, or heart failure (HF) (n = 1558). INTERVENTION: None. MAIN OUTCOME MEASURES: Plasma T by liquid chromatography mass spectrometry and carotid IMT using high resolution B-mode ultrasound were obtained at visit 4. Incident CHD, HF, cardiac mortality, and all-cause mortality were identified by surveillance through 2010 (median 12.8 years). RESULTS: Lower T was significantly associated with higher body mass index, greater waist circumference, diabetes, hypertension, lower HDL, and never smoking (P = 0.01). T was not associated with mean cIMT in unadjusted or adjusted analyses. Following multivariable adjustment, there was no association of quartile (Q) of T with incident CHD [hazard ratio (HR) = 0.87 (95% CI = 0.60-1.26) for Q1; 0.97 (95% CI = 0.69-1.38) for Q2; 0.97 (95% CI = 0.69-1.36) for Q3 compared to reference of Q4] or for incident HF [HR = 0.77 (95% CI = 0.46-1.29) for Q1; 0.72 (95% CI = 0.43-1.21) for Q2; 0.87 (95% CI = 0.53-1.42) for Q3 compared to reference of Q4]. Similarly there was no association of Q of T with mortality or cardiac-associated mortality. CONCLUSIONS: Low male plasma T is cross-sectionally associated with key CVD risk factors, but after adjustment there was no association with mean cIMT, incident cardiac events, or mortality. Our results are reassuring that neither high nor low T levels directly predict atherosclerosis, but are a marker for other cardiovascular risk factors.


Subject(s)
Cardiovascular Diseases/blood , Cardiovascular Diseases/etiology , Testosterone/blood , Aged , Atherosclerosis/blood , Atherosclerosis/diagnostic imaging , Atherosclerosis/etiology , Atherosclerosis/mortality , Biomarkers/blood , Cardiovascular Diseases/diagnostic imaging , Cardiovascular Diseases/mortality , Carotid Intima-Media Thickness , Cause of Death , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Residence Characteristics , Risk Factors
9.
Psychoneuroendocrinology ; 43: 30-40, 2014 May.
Article in English | MEDLINE | ID: mdl-24703168

ABSTRACT

Collection of salivary cortisol has become increasingly popular in large population-based studies. However, the impact of protocol compliance on day-to-day reliabilities of measures, and the extent to which reliabilities differ systematically according to socio-demographic characteristics, has not been well characterized in large-scale population-based studies to date. Using data on 935 men and women from the Multi-Ethnic Study of Atherosclerosis, we investigated whether sampling protocol compliance differs systematically according to socio-demographic factors and whether compliance was associated with cortisol estimates, as well as whether associations of cortisol with both compliance and socio-demographic characteristics were robust to adjustments for one another. We further assessed the day-to-day reliability for cortisol features and the extent to which reliabilities vary according to socio-demographic factors and sampling protocol compliance. Overall, we found higher compliance among persons with higher levels of income and education. Lower compliance was significantly associated with a less pronounced cortisol awakening response (CAR) but was not associated with any other cortisol features, and adjustment for compliance did not affect associations of socio-demographic characteristics with cortisol. Reliability was higher for area under the curve (AUC) and wake up values than for other features, but generally did not vary according to socio-demographic characteristics, with few exceptions. Our findings regarding intra-class correlation coefficients (ICCs) support prior research indicating that multiple day collection is preferable to single day collection, particularly for CAR and slopes, more so than wakeup and AUC. There were few differences in reliability by socio-demographic characteristics. Thus, it is unlikely that group-specific sampling protocols are warranted.


Subject(s)
Atherosclerosis/epidemiology , Atherosclerosis/metabolism , Hydrocortisone/metabolism , Saliva/chemistry , Aged , Aged, 80 and over , Cardiovascular Diseases/epidemiology , Cohort Studies , Ethnicity , Female , Guideline Adherence , Humans , Longitudinal Studies , Male , Middle Aged , Reproducibility of Results , Socioeconomic Factors , Specimen Handling , United States/epidemiology
10.
Diabetes Educ ; 38(6): 855-9, 2012.
Article in English | MEDLINE | ID: mdl-23042504

ABSTRACT

PURPOSE: To develop a video that provides accessible and usable information about the importance of physical activity to type 2 diabetes self-management and ways of incorporating physical activity into everyday life. CONCLUSION: A 15-minute physical activity educational video narrated by US Surgeon General Dr Regina Benjamin was developed and evaluated. The video addresses the following topics: the effects of exercise on diabetes, preparations for beginning physical activity, types of physical activity, safety considerations (eg, awareness of symptoms of hypoglycemia during activity), and goal setting. Two patient screening groups were held for evaluation and revision of the video. Patient satisfaction ratings ranged 4.6 to 4.9 out of a possible 5.0 on dimensions of overall satisfaction, how informative they found the video to be, how well the video held their interest and attention, how easy the video was to understand, and how easy the video was to see and hear. Patients reported the educational video effective in empowering them to take strides toward increasing and maintaining physical activity in their lives. The tool is currently used in a clinical research trial, Project DECIDE, as one component of a diabetes and cardiovascular disease self-management program.


Subject(s)
Black or African American , Diabetes Mellitus, Type 2/therapy , Exercise , Self Care/methods , Videotape Recording , Adult , Aged , Aged, 80 and over , Diabetes Mellitus, Type 2/psychology , Exercise/psychology , Female , Health Promotion , Humans , Male , Middle Aged , Motivation , Patient Education as Topic , Patient Satisfaction , Self Care/psychology
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