ABSTRACT
Few studies have evaluated the performance of flash glucose monitoring in hospitalized patients requiring intravenous insulin therapy. In this prospective study, an intravenous insulin infusion was adjusted hourly using flash glucose monitoring in hospitalized adults with prednisolone-associated hyperglycemia. The difference in paired point of care (POC) and flash glucose measurements and risk of severe hyper- or hypoglycemia (assessed by Clarke error grid analysis) were assessed. Glucose concentration measured by flash glucose monitoring was lower than POC glucose (mean difference 1.5 mmol/L [27 mg/dL], p < 0.001); however, mean POC glucose was within the target range (9.1 ± 4.1 mmol/L [164 ± 72 mg/dL]) and 97.8% of glucose measurements were within Zone A and B on error grid analysis. Flash glucose monitoring could be used in combination with POC glucose monitoring to minimize the frequency of finger prick blood glucose levels in hospitalized patients prescribed an intravenous insulin infusion.
Subject(s)
Hyperglycemia , Insulin , Adult , Humans , Insulin/therapeutic use , Blood Glucose/analysis , Blood Glucose Self-Monitoring , Continuous Glucose Monitoring , Prednisolone/therapeutic use , Prospective Studies , Hyperglycemia/chemically induced , Hyperglycemia/drug therapy , Hyperglycemia/prevention & control , Insulin, Regular, HumanABSTRACT
BACKGROUND: Recent clinical trials have demonstrated that sodium-glucose cotransporter 2 inhibitors (SGLT2i), which were previously only indicated in treatment of type 2 diabetes mellitus (T2DM), can markedly reduce heart failure hospitalisation (HFH), with less striking potential reductions in acute coronary syndromes and cardiac arrhythmias. To evaluate the impact of SGLT2i on cardiovascular outcomes in real-world practice, we performed a retrospective cohort analysis on South Australian (SA) data. METHODS: A total of 842 individuals with T2DM receiving SGLT2i were identified from SA public hospitals between 2011 and 2019. Episodes of care were temporally matched with those of 3,128 individuals with T2DM not receiving SGLT2i (control). Baseline characteristics were adjusted using inverse probability treatment weighting. The incidence of cardiovascular events at 12 and 24 months was evaluated using coded (International Classification of Diseases, Tenth Revision, Australian Modification [ICD-10-AM]) data. RESULTS: The primary outcome of HFH was lower with SGLT2i use at 12 months (adjusted hazard ratio [HRadj] 0.44; 95% confidence interval [CI] 0.29-0.68; p<0.001) and 24 months. There were also lower hospitalisations due to acute myocardial infarction (HRadj 0.42; 95% CI 0.21-0.85; p=0.015) and atrial or ventricular arrhythmias (HRadj 0.29; 95% CI 0.14-0.59; p=0.001), with no difference observed in hospitalisation due to ischaemic cerebrovascular events. There was no difference in all-cause mortality at 12 months but interestingly a higher rate at 24 months (HRadj 2.08; 95% CI 1.59-2.72; p<0.001). Despite this, similar reductions in cardiovascular outcomes were observed at 24 months. CONCLUSION: Use of SGLT2i in patients with T2DM in SA was associated with reductions in cardiovascular events even before their recent Pharmaceutical Benefits Scheme (PBS) listing for heart failure. Furthermore, this analysis supports that SGLT2i play a role not only in HFH reduction but also in reducing coronary and tachyarrhythmic events. This real-world evidence supports the use of SGLT2i as broadly protective cardiovascular drugs.
Subject(s)
Diabetes Mellitus, Type 2 , Heart Failure , Humans , South Australia/epidemiology , Australia , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/epidemiology , Retrospective Studies , Heart Failure/drug therapy , Heart Failure/epidemiology , Heart Atria , Glucose , SodiumABSTRACT
AIMS: The optimal treatment of prednisolone-associated hyperglycaemia is unclear, but guidelines recommend using a body weight-based daily insulin dose. This study evaluated how clinical variables were associated with insulin requirements in hospitalised patients with prednisolone-associated hyperglycaemia. METHODS: In this prospective study, fifty adult inpatients who were taking prednisolone ≥20 mg/day and experienced hyperglycaemia were prescribed a 24-h intravenous insulin infusion. The daily insulin dose required to attain a mean glucose of 8 mmol/L was calculated. The associations between daily insulin dose and clinical variables were assessed. RESULTS: The participants age was 69 ± 10 years, daily prednisolone dose was 34 ± 10 mg, HbA1c was 7.7 ± 2.0 % (61 ± 10 mmol/mol), 77 % had known type 2 diabetes and 30 % were female. In univariate analysis, weight was associated with daily insulin dose (r2 = 0.11, p = 0.024). A multivariate model comprising sex, HbA1c, a prior diagnosis of diabetes, diabetes treatment and weight explained nearly-two thirds of the variability in daily insulin dose (r2 = 0.65, p < 0.001). CONCLUSIONS: In patients with prednisolone-associated hyperglycaemia, calculating insulin doses based on sex, HbA1c, diabetes status and regular diabetes treatment and weight may improve glycaemic control compared to weight-based dosing.
Subject(s)
Diabetes Mellitus, Type 2 , Hyperglycemia , Adult , Humans , Female , Middle Aged , Aged , Male , Insulin/adverse effects , Hyperglycemia/chemically induced , Hyperglycemia/drug therapy , Prednisolone/adverse effects , Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/adverse effects , Glycated Hemoglobin , Prospective Studies , Insulin, Regular, Human/therapeutic use , Blood GlucoseABSTRACT
There is limited evidence supporting the recommendation that drivers with insulin-treated diabetes need to start journeys with glucose >90 mg/dL. Glucose levels of drivers with type 1 diabetes were monitored for 3 weeks using masked continuous glucose monitoring (CGM). Eighteen drivers (median [IQR] age 40 [35, 51] years; 11 men) undertook 475 trips (duration 15 [13, 21] min). Hypoglycemia did not occur in any trip starting with glucose >90 mg/dL (92%; n = 436). Thirteen drivers recorded at least one trip (total n = 39) starting with glucose <90 mg/dL. Among these, driving glucose was <70 mg/dL in five drivers (38%) during 10 trips (26%). Among five drivers (28%), a ≥ 36 mg/dL drop was observed within 20 min of starting their journey. Journey duration was positively associated with maximum glucose change. These findings support current guidelines to start driving with glucose >90 mg/dL, and to be aware that glucose levels may change significantly within 20 min. A CGM-based, in-vehicle display could provide glucose information and alerts that are compatible with safe driving. Clinical Trial Registration number: ACTRN12617000520336.
Subject(s)
Diabetes Mellitus, Type 1 , Hypoglycemia , Adult , Blood Glucose , Blood Glucose Self-Monitoring , Diabetes Mellitus, Type 1/drug therapy , Humans , Hypoglycemia/drug therapy , Hypoglycemia/prevention & control , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , MaleABSTRACT
AIMS: To compare meal-time glycaemia in adults with type 1 diabetes mellitus (T1D) managed with multiple daily injections (MDI) vs. insulin pump therapy (IPT), using self-monitoring blood glucose (SMBG), following diabetes education. METHODS: Adults with T1D received carbohydrate-counting education and a bolus calculator: MDI (Roche Aviva Expert) and IPT (pump bolus calculator). All then wore 3-weeks of masked-CGM (Enlite, Medtronic). Meal-times were assessed by two approaches: 1) Set time-blocks (breakfast 06:00-10:00hrs; lunch 11:00-15:00hrs; dinner 17:00-21:00hrs) and 2) Bolus-calculator carbohydrate entries signalling meal commencement. Post-meal masked-CGM time-in-range (TIR) 3.9-10.0 mmol/L was the primary outcome. RESULTS: MDI(n = 61) and IPT (n = 59) participants were equivalent in age, sex, diabetes duration and HbA1c. Median (IQR) education time provided did not differ (MDI: 1.1 h (0.75, 1.5) vs. IPT: 1.1 h (1.0, 2.0); p = 0.86). Overall, daytime (06:00-24:00hrs), lunch and dinner TIR did not differ for MDI vs. IPT participants but was greater for breakfast with IPT in both analyses with a mean difference of 12.8%, (95 CI 4.8, 20.9); p = 0.002 (time-block analysis). CONCLUSION: After diabetes education, MDI and IPT use were associated with similar day-time glycemia, though IPT users had significantly greater TIR during the breakfast period. With education, meal-time glucose levels are comparable with use of MDI vs. pumps.
Subject(s)
Diabetes Mellitus, Type 1 , Adult , Blood Glucose , Blood Glucose Self-Monitoring , Diabetes Mellitus, Type 1/drug therapy , Glycated Hemoglobin/analysis , Humans , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Insulin Infusion Systems , MealsABSTRACT
Background: This prerandomization analysis from the Australian HCL-Adult trial (registration number: ACTRN12617000520336) compared masked continuous glucose monitoring (CGM) metrics among adults using insulin pumps versus multiple daily injections (MDIs), who were all self-monitoring blood glucose (SMBG). Methods: Adults with type 1 diabetes, using an insulin pump or MDIs without real-time CGM (and entering a trial of closed-loop technology), were eligible. MDI users were given an insulin dosage calculator. All participants received diabetes and carbohydrate-counting education, then wore masked CGM sensors for 3 weeks. Ethics Approval: HREC-D 088/16 Results: Adults using MDIs (n = 61) versus pump (n = 59) did not differ by age, sex, diabetes duration, insulin total daily dose, or HbA1c at baseline. After education, median (interquartile range) CGM time in range (TIR) 70-180 mg/dL (3.9-10.0 mmol/L) was 54% (47, 62) for those using MDIs and 56% (48, 66) for those using pump (P = 0.40). All CGM metrics were equivalent for 24 h/day for MDI and pump users. Overnight, those using MDIs (vs. pump) spent more time with glucose <54 mg/dL (<3.0 mmol/L): 1.4% (0.1, 5.1) versus 0.5% (0.0, 2.0), respectively (P = 0.012). They also had more CGM hypoglycemia episodes (121 vs. 54, respectively; incidence rate ratio [95% confidence interval] 2.48 [1.51, 4.06]; P < 0.001). Conclusions: Adults with type 1 diabetes using pumps versus MDIs in conjunction with SMBG experienced less nocturnal hypoglycemia, measured by masked CGM, after equivalent diabetes and dietary education in conjunction with insulin dosage calculator provision to all. However, both groups had equivalent TIR. This observation may reflect advantages afforded by flexibility in basal insulin delivery provided by pumps.
Subject(s)
Diabetes Mellitus, Type 1 , Hypoglycemia , Adult , Australia , Blood Glucose , Blood Glucose Self-Monitoring , Diabetes Mellitus, Type 1/drug therapy , Glycated Hemoglobin/analysis , Humans , Hypoglycemia/chemically induced , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Insulin Infusion SystemsABSTRACT
OBJECTIVE: To investigate glycemic and psychosocial outcomes with hybrid closed-loop (HCL) versus user-determined insulin dosing with multiple daily injections (MDI) or insulin pump (i.e., standard therapy for most adults with type 1 diabetes). RESEARCH DESIGN AND METHODS: Adults with type 1 diabetes using MDI or insulin pump without continuous glucose monitoring (CGM) were randomized to 26 weeks of HCL (Medtronic 670G) or continuation of current therapy. The primary outcome was masked CGM time in range (TIR; 70-180 mg/dL) during the final 3 weeks. RESULTS: Participants were randomized to HCL (n = 61) or control (n = 59). Baseline mean (SD) age was 44.2 (11.7) years, HbA1c was 7.4% (0.9%) (57 [10] mmol/mol), 53% were women, and 51% used MDI. HCL TIR increased from (baseline) 55% (13%) to (26 weeks) 70% (10%) with the control group unchanged: (baseline) 55% (12%) and (26 weeks) 55% (13%) (difference 15% [95% CI 11, 19]; P < 0.0001). For HCL, HbA1c was lower (median [95% CI] difference -0.4% [-0.6, -0.2]; -4 mmol/mol [-7, -2]; P < 0.0001) and diabetes-specific positive well-being was higher (difference 1.2 [95% CI 0.4, 1.9]; P < 0.0048) without a deterioration in diabetes distress, perceived sleep quality, or cognition. Seventeen (9 device-related) versus 13 serious adverse events occurred in the HCL and control groups, respectively. CONCLUSIONS: In adults with type 1 diabetes, 26 weeks of HCL improved TIR, HbA1c, and their sense of satisfaction from managing their diabetes compared with those continuing with user-determined insulin dosing and self-monitoring of blood glucose. For most people living with type 1 diabetes globally, this trial demonstrates that HCL is feasible, acceptable, and advantageous.
Subject(s)
Blood Glucose/analysis , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/drug therapy , Insulin Infusion Systems , Insulin/administration & dosage , Adult , Aged , Blood Glucose/drug effects , Blood Glucose/metabolism , Blood Glucose Self-Monitoring/instrumentation , Blood Glucose Self-Monitoring/methods , Blood Specimen Collection/adverse effects , Blood Specimen Collection/methods , Blood Specimen Collection/psychology , Female , Fingers , Glycated Hemoglobin/analysis , Humans , Hypoglycemic Agents/administration & dosage , Hypoglycemic Agents/adverse effects , Injections , Insulin/adverse effects , Male , Middle Aged , Needlestick Injuries/blood , Personal SatisfactionABSTRACT
OBJECTIVES: To determine whether relative hyperglycemia was associated with in-hospital mortality in critically ill patients independent of other prognostic variables and whether this association is affected by background glycemia. DESIGN: Prospective observational study. SETTING: Mixed medical-surgical ICU in a metropolitan teaching hospital. PATIENTS: From 2,617 admissions to ICU between January 27, 2016, and March 30, 2017, 1,262 consecutive patients who met inclusion and exclusion criteria were studied. INTERVENTIONS: Glycosylated hemoglobin was used to estimate average glucose concentration over the prior 3 months. Glucose concentration on ICU admission was divided by estimated average glucose concentration to calculate the stress hyperglycemia ratio, an index of relative glycemia. Risk of death score was calculated using data submitted to the Australia and New Zealand Intensive Care Society. MEASUREMENTS AND MAIN RESULTS: In this study, there were 186 deaths (14.7%). Admission glucose was significantly associated with mortality in univariate analysis (odds ratio = 1.08 per mmol/L glucose increment; p < 0.001) but not after adjustment for risk of death score (odds ratio = 1.01; p = 0.338). In contrast, stress hyperglycemia ratio was significantly associated with mortality both in univariate analysis (odds ratio = 1.09 per 0.1 stress hyperglycemia ratio increment; p < 0.001) and after adjustment for risk of death score (odds ratio = 1.03; p = 0.014). Unlike admission glucose concentration, stress hyperglycemia ratio was significantly associated with mortality in patients with glycosylated hemoglobin less than 6.5% (odds ratio = 1.08 per 0.1 stress hyperglycemia ratio increment; p < 0.001) and glycosylated hemoglobin greater than or equal to 6.5% (48 mmol/mol) (odds ratio = 1.08 per 0.1 stress hyperglycemia ratio increment; p = 0.005). CONCLUSIONS: Unlike absolute hyperglycemia, relative hyperglycemia, as assessed by the stress hyperglycemia ratio, independently predicts in-hospital mortality in critically ill patients across the glycemic spectrum. Future studies should investigate whether using measures of relative hyperglycemia to determine individualized glycemic treatment targets improves outcomes in ICU.
Subject(s)
Critical Illness/mortality , Hospital Mortality , Hyperglycemia/epidemiology , APACHE , Adult , Aged , Aged, 80 and over , Blood Glucose , Glycated Hemoglobin , Hospitals, Teaching , Humans , Intensive Care Units , Middle Aged , Prospective StudiesABSTRACT
INTRODUCTION: Manual determination of insulin dosing largely fails to optimise glucose control in type 1 diabetes. Automated insulin delivery via closed-loop systems has improved glucose control in short-term studies. The objective of the present study is to determine the effectiveness of 6 months' closed-loop compared with manually determined insulin dosing on time-in-target glucose range in adults with type 1 diabetes. METHODS AND ANALYSIS: This open-label, seven-centre, randomised controlled parallel group clinical trial will compare home-based hybrid closed-loop versus standard diabetes therapy in Australia. Adults aged ≥25 years with type 1 diabetes using intensive insulin therapy (via multiple daily injections or insulin pump, total enrolment target n=120) will undertake a run-in period including diabetes and carbohydrate-counting education, clinical optimisation and baseline data collection. Participants will then be randomised 1:1 either to 26 weeks of MiniMed 670G hybrid closed-loop system therapy (Medtronic, Northridge, CA, USA) or continuation of their current diabetes therapy. The hybrid closed-loop system delivers insulin automatically to address basal requirements and correct to target glucose level, while bolus doses for meals require user initiation and carbohydrate estimation. Analysis will be intention to treat, with the primary outcome time in continuous glucose monitoring (CGM) target range (3.9-10.0 mmol/L) during the final 3 weeks of intervention. Secondary outcomes include: other CGM parameters, HbA1c, severe hypoglycaemia, psychosocial well-being, sleep, cognition, electrocardiography, costs, quality of life, biomarkers of vascular health and hybrid closed-loop system performance. Semistructured interviews will assess the expectations and experiences of a subgroup of hybrid closed-loop users. ETHICS AND DISSEMINATION: The study has Human Research Ethics Committee approval. The study will be conducted in accordance with the principles of the Declaration of Helsinki and Good Clinical Practice. Results will be disseminated at scientific conferences and via peer-reviewed publications. TRIAL REGISTRATION NUMBER: ACTRN12617000520336; Pre-results.
Subject(s)
Diabetes Mellitus, Type 1/drug therapy , Glycated Hemoglobin/analysis , Hypoglycemic Agents/administration & dosage , Insulin Infusion Systems , Insulin/administration & dosage , Adult , Australia , Blood Glucose/analysis , Blood Glucose Self-Monitoring , Home Care Services , Humans , Hypoglycemia/prevention & control , Insulin/adverse effects , Multicenter Studies as Topic , Prospective Studies , Quality of Life , Randomized Controlled Trials as Topic , Regression Analysis , Time Factors , Treatment OutcomeABSTRACT
AIM: Prednisolone causes hyperglycaemia predominantly between midday and midnight. Consequently, glargine-based basal-bolus insulin regimens may under treat daytime hyperglycaemia and cause nocturnal hypoglycaemia. We investigated whether an isophane-based insulin regimen is safer and more effective than a glargine-based regimen in hospitalized patients. MATERIALS AND METHODS: Fifty inpatients prescribed ≥20 mg/day prednisolone acutely with (1) finger prick blood glucose level (BGL) ≥15 mmol/L or (2) BGLs ≥10 mmol/L within the previous 24 hours were randomized to either insulin isophane or glargine before breakfast and insulin aspart before meals. The initial daily insulin dose was 0.5 U/kg bodyweight or 130% of the current daily insulin dose. Glycaemic control was assessed using a continuous glucose monitoring system. RESULTS: On Day 1, there were no significant differences in percentage of time outside a target glucose range of 4 to 10 mmol/L (41.3% ± 5.5% vs 50.0% ± 5.7%, P = .28), mean daily glucose (10.2 ± 0.7 vs 10.8 ± 0.8 mmol/L, P = .57) or glucose <4 mmol/L (2.2% ± 1.1% vs 2.0% ± 1.3%, P = .92) in patients randomized to isophane and glargine. In patients treated for 3 days, the prednisolone dose was reduced ( P = .02) and the insulin dose was increased over time ( P = .02), but the percentage of time outside the 4 to 10 mmol/L glucose range did not differ over time ( P = .45) or between groups ( P = .24). CONCLUSIONS: There were no differences in the efficacy or safety of the isophane and glargine-based insulin regimens. We recommend an initial daily insulin dose of 0.5 units/kg bodyweight if not on insulin, a greater than 30% increase in pre-prednisolone insulin dose and larger insulin dose adjustments in patients with prednisolone-induced hyperglycaemia.
Subject(s)
Hyperglycemia/drug therapy , Hypoglycemic Agents/administration & dosage , Insulin Glargine/administration & dosage , Insulin, Isophane/administration & dosage , Prednisolone/adverse effects , Aged , Blood Glucose/drug effects , Drug Administration Schedule , Female , Hospitalization , Humans , Hyperglycemia/chemically induced , Hypoglycemia/chemically induced , Inpatients , Insulin/administration & dosage , Insulin Aspart/administration & dosage , Male , Meals , Middle Aged , Treatment OutcomeABSTRACT
Vitamin D deficiency is associated with increased arterial stiffness. However, the mechanisms underlying this association have not been clarified. The aim was to investigate whether changes in autonomic nervous system activity could underlie an association between 25 hydroxy vitamin D and arterial stiffness. A total of 49 subjects (age = 60 ± 8 years, body mass index = 26.7 ± 4.6 kg/m², 25 hydroxy vitamin D = 69 ± 22 nmol/L) underwent measurements of pulse wave velocity (PWV) and augmentation index (AIx), spontaneous baroreflex sensitivity, plasma metanephrines and 25 hydroxy vitamin D. Subjects with 25 hydroxy vitamin D ≤ 50 nmol/L were restudied after 200,000 International Units 25 hydroxy vitamin D. Plasma metanephrine was positively associated with AIx (p = 0.02) independent of age, sex, smoking and cholesterol and negatively associated with 25 hydroxy vitamin D (p = 0.002) independent of age, sex and season. In contrast, there was no association between baroreflex sensitivity and 25 hydroxy vitamin D (p = 0.54). Treatment with vitamin D increased 25 hydroxy vitamin D from 43 ± 5 to 96 ± 24 nmol/L (p < 0.0001) but there was no significant change in plasma metanephrine (115 ± 25 vs. 99 ± 39 pmol/L, p = 0.12). We conclude that as plasma metanephrine was negatively associated with 25 hydroxy vitamin D and positively with AIx, it could mediate an association between these two variables. This hypothesis should be tested in larger interventional studies.
Subject(s)
Autonomic Nervous System/drug effects , Vitamin D/analogs & derivatives , Adult , Aged , Baroreflex/drug effects , Female , Heart Rate , Humans , Male , Metanephrine , Middle Aged , Vascular Stiffness/drug effects , Vitamin D/bloodABSTRACT
CONTEXT: Hyperglycemia in hospitalized patients is associated with increased morbidity and mortality. OBJECTIVE: We examined whether critical illness is more strongly associated with relative or absolute hyperglycemia. DESIGN: The study was an observational cohort study. PATIENTS AND SETTING: A total of 2290 patients acutely admitted to a tertiary hospital. MAIN OUTCOME MEASURE: The relative hyperglycemia (stress hyperglycemia ratio [SHR]) was defined as admission glucose divided by estimated average glucose derived from glycosylated hemoglobin. The relationships between glucose and SHR with critical illness (in-hospital death or critical care) were examined. RESULTS: In univariable analyses, SHR (odds ratio, 1.23 per 0.1 increment [95% confidence interval, 1.18-1.28]; P < .001) and glucose (odds ratio, 1.18 per mmol/L [1.13-1.23]; P < .001) were associated with critical illness. In multivariable analysis, the association was maintained for SHR (odds ratio, 1.20 per 0.1 increment [1.13-1.28]; P < .001), but not glucose (odds ratio, 1.03 per mmol/L [0.97-1.11]; P = .31). Background hyperglycemia affected the relationship between glucose (P = .002) and critical illness, but not SHR (P = .35) and critical illness. In patients with admission glucose ≤ 10 mmol/L, the odds ratio for critical illness was higher in the fourth (2.4 [1.4-4.2]; P = .001) and fifth (3.9 [2.3-6.8]; P < .001) SHR quintiles than in the lowest SHR quintile. CONCLUSIONS: SHR controls for background glycemia and is a better biomarker of critical illness than absolute hyperglycemia. SHR identifies patients with relative hyperglycemia at risk of critical illness. Future studies should explore whether basing glucose-lowering therapy on relative, rather than absolute, hyperglycemia improves outcomes in hospitalized patients.
Subject(s)
Biomarkers/blood , Critical Illness/mortality , Hyperglycemia/blood , Stress, Physiological , Adult , Australia/epidemiology , Blood Glucose/metabolism , Cohort Studies , Critical Care , Female , Glycated Hemoglobin/analysis , Hospital Mortality , Hospitalization , Humans , Male , Middle AgedABSTRACT
BACKGROUND: Previous studies have assessed the efficacy of basal-bolus insulin (BBI) in hospitalized patients by measuring four finger-prick blood glucose levels (BGLs) per day. The aim of this study was to investigate whether this BGL monitoring regimen provides an accurate reflection of glycemia in hospitalized patients administered BBI. We hypothesized that, as three of four readings are preprandial, finger-prick BGLs would underestimate the mean glucose concentration. SUBJECTS AND METHODS: Twenty-six consecutive consenting subjects with type 1 (n=3) or type 2 (n=23) diabetes mellitus admitted to the hospital and administered insulin glargine once daily and rapid-acting insulin before meals underwent continuous glucose monitoring for up to 72 h. Finger-prick BGLs were performed before each main meal (0700, 1200, and 1700 h) and at 2100 h. RESULTS: Mean daily glucose concentration was not significantly different when assessed by continuous glucose monitoring and finger-prick BGLs (9.6±2.4 vs. 9.6±2.7 mmol/L, P=0.84). A Bland-Altman plot revealed some variability but no bias between the two methods of measurement of glucose concentration. There were 88 postprandial hyperglycemic excursions recorded on continuous glucose monitoring; 61 (69%) were identified by finger-prick BGL monitoring. There were 10 glucose excursions <4 mmol/L during continuous glucose monitoring; only one was detected by finger-prick BGL monitoring. CONCLUSIONS: Traditional finger-prick BGL monitoring provides a reasonable approximation of mean daily glucose concentration in the majority of hospitalized patients receiving BBI but underestimates the prevalence of postprandial hyperglycemia and hypoglycemia.
Subject(s)
Blood Glucose Self-Monitoring/methods , Blood Glucose/metabolism , Blood Specimen Collection/methods , Diabetes Mellitus/blood , Inpatients , Aged , Diabetes Mellitus/drug therapy , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 2/blood , Drug Administration Schedule , Female , Humans , Hypoglycemic Agents/administration & dosage , Insulin, Short-Acting , MaleABSTRACT
OBJECTIVE: To determine if the improvement in inpatient glycaemic control observed with basal-bolus insulin (BBI) over sliding-scale insulin (SSI) in the formal study setting translates to routine clinical conditions. DESIGN, SETTING AND PATIENTS: Cross-sectional study in which capillary blood glucose levels (BGLs) were prospectively measured four times daily for up to 8 days in 124 patients with type 2 diabetes admitted to a tertiary teaching hospital and treated with BBI between November 2008 and May 2010. Data from the BBI treatment group were compared with retrospective data from 96 patients treated with SSI between June 2001 and May 2006. MAIN OUTCOME MEASURES: Mean daily BGL; independent effect of insulin regimen on mean daily BGL. RESULTS: Mean baseline BGL was not significantly different in patients receiving BBI and SSI (mean ± SD, 11.3 ± 4.1 v 10.6 ± 4.3 mmol/L; P = 0.23). After the first full day of therapy, mean daily BGL for patients receiving BBI was 1.6 ± 3.7 mmol/L lower than baseline BGL, and it remained 1.6-2.4 mmol/L lower than baseline throughout the study (P < 0.001). In contrast, there was no significant change in BGL for patients receiving SSI. Random effects regression analysis indicated that BBI was associated with a significantly lower mean daily BGL than SSI, independent of other variables (P < 0.001). The incidence of hypoglycaemia (BGL < 4 mmol/L) was significantly greater in patients receiving BBI than SSI (3.3% v 1.4%; P < 0.001), but there was no significant difference for severe hypoglycaemia (BGL < 2.8 mmol/L) (0.3 v 0.5%; P = 0.3). CONCLUSIONS: Under routine clinical conditions, BBI is effective and safe across a range of patients and appears to be superior to SSI. Clinical improvements reflected those seen in a strict formal study setting.
Subject(s)
Blood Glucose/drug effects , Diabetes Mellitus, Type 2/drug therapy , Hyperglycemia/drug therapy , Insulin/administration & dosage , Practice Patterns, Physicians'/statistics & numerical data , Adult , Aged , Australia , Blood Glucose/analysis , Cross-Sectional Studies , Diabetes Mellitus, Type 2/diagnosis , Dose-Response Relationship, Drug , Drug Administration Schedule , Female , Humans , Hyperglycemia/chemically induced , Hyperglycemia/diagnosis , Hypoglycemia/prevention & control , Inpatients/statistics & numerical data , Insulin/adverse effects , Insulin, Long-Acting/administration & dosage , Male , Middle Aged , Prognosis , Prospective Studies , Pulse Therapy, Drug , Risk Assessment , Treatment OutcomeABSTRACT
OBJECTIVE: The aim of the study was to assess the effect of long-term prednisolone on fasting and post-glucose load glucose concentration in patients with inflammatory rheumatological disease. We hypothesized that prednisolone would predominantly increase post-glucose load glucose concentration and that fasting glucose would have poor sensitivity as a screening test for diabetes in patients receiving chronic prednisolone therapy. METHODS: In a cross-sectional study of subjects with inflammatory rheumatological disease but without known diabetes, 60 subjects [age = 70 (±10) years, 62% female] who were receiving chronic (>6 months) prednisolone [6.5 (±2.1) mg/day] (Group 1) and 58 controls [age = 70 (±11) years, 62% female] who had not received oral glucocorticoids for at least 6 months (Group 2) underwent an oral glucose tolerance test. RESULTS: Fasting glucose was significantly lower [5.0 (±0.1) vs. 5.3 (±0.1) mmol/l, P = 0.02) and post-glucose load glucose concentration significantly higher [8.0 (±0.4) vs. 6.8 (±0.3) mmol/l, P = 0.02] in Group 1 than in Group 2. In a multiple regression analysis, glucocorticoid use (P = 0.004) and log CRP (P = 0.02) were independently associated with fasting glucose, while waist circumference (P = 0.01), but not glucocorticoid use, was independently associated with post-glucose load glucose concentration. A fasting glucose ≥5.6 mmol/l had 33 and 83% sensitivity for diabetes in Groups 1 and 2, respectively. CONCLUSION: There is discordance between a reduced fasting and increased post-glucose load glucose concentration in rheumatological patients on long-term prednisolone. Therefore fasting glucose has poor sensitivity to screen for diabetes in prednisolone-treated patients. Treatment of prednisolone-induced hyperglycaemia should be directed at the postprandial period. Trial registration. Australian New Zealand Clinical Trials Registry, http://www.anzctr.org.au/, ACTRN12607000540415.
Subject(s)
Diabetes Mellitus, Type 2/chemically induced , Diabetes Mellitus, Type 2/diagnosis , Glucocorticoids/adverse effects , Mass Screening/methods , Prednisolone/adverse effects , Rheumatic Diseases/drug therapy , Adult , Aged , Aged, 80 and over , Blood Glucose/drug effects , Blood Glucose/metabolism , Cross-Sectional Studies , Dose-Response Relationship, Drug , Fasting , Female , Glucocorticoids/administration & dosage , Glucose Tolerance Test/methods , Glycated Hemoglobin/metabolism , Humans , Hyperglycemia/chemically induced , Hyperglycemia/diagnosis , Male , Middle Aged , Prednisolone/administration & dosage , Prospective Studies , Rheumatic Diseases/complications , Sensitivity and Specificity , Time FactorsABSTRACT
CONTEXT: Endogenous glucocorticoid excess (Cushing's syndrome) predominantly increases postprandial glucose concentration. The pattern of hyperglycemia induced by prednisolone has not been well characterized. OBJECTIVE: Our objective was to define the circadian effect of prednisolone on glucose concentration to optimize management of prednisolone-induced hyperglycemia. DESIGN AND SETTING: This was a cross-sectional study in a teaching hospital. PARTICIPANTS: Participants included 60 consecutive consenting subjects with chronic obstructive pulmonary disease admitted to hospital: 13 without known diabetes admitted for other indications and not treated with glucocorticoids (group 1), 40 without known diabetes admitted with an exacerbation of chronic obstructive pulmonary disease and treated with prednisolone (group 2, prednisolone = 30 ± 6 mg/d), and seven with known diabetes treated with prednisolone (group 3, prednisolone = 26 ± 9 mg/d). MAIN OUTCOME MEASURE: Interstitial glucose concentration was assessed during continuous glucose monitoring. RESULTS: Significantly more subjects in group 2 [21 of 40 (53%), P = 0.02] and group 3 [seven of seven (100%), P = 0.003] recorded a glucose of at least 200 mg/dl (≥11.1 mmol/liter) during continuous glucose monitoring than in group 1 [one of 13 (8%)]. The mean glucose concentration between 2400-1200 h for group 3 (142 ± 36 mg/dl) was significantly greater than in the other two groups (P < 0.005), whereas mean glucose concentrations between 2400-1200 h in group 1 (108 ± 16 mg/dl) and group 2 (112 ± 22 mg/dl) were not significantly different. In contrast, the mean glucose concentrations between 1200-2400 h for group 2 (142 ± 25 mg/dl) and group 3 (189 ± 32 mg/dl) were both significantly greater than group 1 (117 ± 14 mg/dl, P < 0.05 for both comparisons). CONCLUSIONS: Prednisolone predominantly causes hyperglycemia in the afternoon and evening. Treatment of prednisolone-induced hyperglycemia should be targeted at this time period.
Subject(s)
Anti-Inflammatory Agents/therapeutic use , Blood Glucose/analysis , Hyperglycemia/blood , Prednisolone/therapeutic use , Pulmonary Disease, Chronic Obstructive/blood , Pulmonary Disease, Chronic Obstructive/drug therapy , Aged , Aged, 80 and over , Blood Glucose Self-Monitoring , Cross-Sectional Studies , Female , Glycated Hemoglobin , Humans , Male , Middle Aged , Patient Selection , Postprandial Period , Prospective StudiesABSTRACT
OBJECTIVE: To assess the utility of glycated haemoglobin (HbA(1c)) level as an automated screening test for undiagnosed diabetes among hospitalised patients and to estimate the prevalence of undiagnosed diabetes among hospitalised patients. DESIGN, PARTICIPANTS AND SETTING: A 3-month prospective study of all adult patients admitted to a tertiary hospital. An HbA(1c) test was automatically undertaken on admission for all patients with a random plasma glucose (RPG) level ≥ 5.5 mmol/L. Demographic, admission and biochemical data were obtained from hospital databases. A subset of patients was recruited for an oral glucose tolerance test (OGTT) after discharge. MAIN OUTCOME MEASURES: Prevalence of undiagnosed diabetes (defined as HbA(1c) ≥ 6.5% in accordance with International Expert Committee and American Diabetes Association recommendations) and utility of automated HbA(1c) testing. RESULTS: The prevalence of undiagnosed diabetes was 11% (95% CI, 9.8%-12.4%) (262/2360) during the study period. A further 312 patients with known diabetes were admitted. The prevalence of undiagnosed diabetes was highest in the 65-74-years age group. The HbA(1c) test cost was $152 per new diagnosis of diabetes. Conservatively assuming an annual incidence of undiagnosed diabetes of 0.8%, the ongoing cost of testing hospitalised patients would be $2100 per new diagnosis of diabetes. RPG testing was not sensitive or specific in diagnosing diabetes. Patients were poorly compliant with the post-discharge OGTT (27% completion rate). CONCLUSIONS: HbA(1c) is a simple, inexpensive screening test that can be automated using existing clinical blood samples. Hospital screening for diabetes needs to be coupled with resources for management in the community.