Impact of a Hyperglycemic Crises Protocol

ObjectiveThe purpose of this study was to evaluate the efficacy and safety of an adult hyperglycemic crises protocol based upon the 2009 American Diabetes Association (ADA) consensus statement.MethodsWe performed a retrospective review of patients treated before and after protocol implementation at a university teaching hospital. A total of 256 adult patients met the criteria for diabetic ketoacidosis (DKA) or hyperosmolar hyperglycemic state (HHS) and were treated with an insulin infusion between February 2011 and February 2012 (nonprotocol n = 143, protocol n = 113). Protocol efficacy was evaluated by assessing time to resolution of DKA or HHS, length of stay (LOS) in the intensive care unit (ICU), and LOS in the hospital. Protocol safety was evaluated by assessing the numbers of patients with hypoglycemic and hypokalemic events.ResultsPatients on the hyperglycemic crises protocol experienced a 9.2 hour (95% confidence interval (CI): 4.70-13.70; P<.001) decrease in time to resolution, with nonprotocol patients (n = 143) resolving in 22.78 hours and protocol patients (n = 113) resolving in 13.58 hours. There was no difference in safety outcomes, including the number of patients with moderate hypoglycemia (blood glucose <70 mg/dL), severe hypoglycemia (blood glucose <50 mg/dL), or hypokalemia (K⁺ <3.3 mmol/L).ConclusionImplementation of a hyperglycemic crises protocol decreased times to resolution of DKA and HHS without increasing the rate of hypoglycemia or hypokalemia. (Endocr Pract. 2013;19:953-962)     

Safety and Efficacy of Glucostabilizer in the Management of Diabetic Ketoacidosis

Objective: To evaluate the safety and efficacy of GlucoStabilizer software intravenous insulin (IV) dosing in comparison to American Diabetes Association protocol-directed provider-guided insulin dose adjustment (PGIA).Methods: GlucoStabilizer calculates the dose of IV insulin required to reach a prescribed target glucose range. GlucoStabilizer has not been fully studied in DKA. This retrospective study compared outcomes in patients with DKA before and after the implementation of GlucoStabilizer. Insulin doses were administered based on GlucoStabilizer calculations or PGIA. The analysis evaluated before-after changes in the amount of insulin used, time to target, hypoglycemia or hypokalemia events, and the time to DKA resolution.Results: We studied 77 patients with insulin doses calculated by GlucoStabilizer and 69 patients with PGIA dosing. GlucoStabilizer was superior to PGIA. Patients treated with GlucoStabilizer-calculated doses did not experience hypoglycemia (N = 0 versus N = 10; P<.001). The 10 unique PGIA patients had a total of 18 episodes with 17 between 55 to 69 mg/dL; 1 <54 mg/dL, and no episodes <40 mg/dL. The GlucoStabilizer group required less insulin to reach DKA resolution (59.2 versus 101.2 units; P<.001). Time to glycemic target and DKA resolution were similar (6.7 versus 4.6 hours; P = .132) and (9.8 versus 9.9 hours; P = .803), respectively. No difference in the incidence of hypokalemia was seen (N = 9 versus N = 11; P = .48).Conclusion: This study demonstrates the Gluco Stabilizer settings that can be successfully used in the management of DKA with the avoidance of hypoglycemia. Patients treated with GlucoStabilizer-calculated doses experienced no hypoglycemia and required less insulin as compared to those managed with PGIA.Abbreviations: ADA = American Diabetes Association; DKA = diabetic ketoacidosis; ED = emergency department; eGMS = electronic glycemic management systems; ICU = intensive care unit; IV = intravenous; PGIA = protocol-directed provider-guided insulin dose adjustment     

Assessment of Insulin Infusion Requirements in COVID-19-Infected Patients With Diabetic Ketoacidosis

Background/ObjectiveCoronavirus disease 2019 (COVID-19) is thought to contribute to diabetic ketoacidosis (DKA) and worse outcomes in patients with diabetes. This study compared the cumulative insulin dose required to achieve DKA resolution in the intensive care unit among patients with type 2 diabetes and COVID-19 infection versus without COVID-19 infection.MethodsThis retrospective cohort study evaluated 100 patients—50 patients with COVID-19 in cohort 1 and 50 patients without COVID-19 in cohort 2—treated with insulin infusions for DKA at a tertiary care teaching hospital. The primary outcome was to compare the cumulative insulin dose required to achieve DKA resolution in each cohort. The secondary outcomes included time to DKA resolution, mean insulin infusion rate, and mean weight-based cumulative insulin infusion dose required to achieve DKA resolution. All endpoints were adjusted for confounders.ResultsThe mean cumulative insulin dose was 190.3 units in cohort 1 versus 116.4 units in cohort 2 (P = .0038). Patients receiving steroids had a mean time to DKA resolution of 35.9 hours in cohort 1 versus 15.6 hours in cohort 2 (P = .0014). In cohort 1 versus cohort 2, the mean insulin infusion rate was 7.1 units/hour versus 5.3 units/hour (P = .0025), whereas the mean weight-based cumulative insulin infusion dose was 2.1 units/kg versus 1.5 units/kg (P = .0437), respectively.ConclusionCOVID-19-infected patients required a significantly larger cumulative insulin dose, longer time to DKA resolution, higher insulin infusion rate, and higher weight-based insulin infusion dose to achieve DKA resolution versus non–COVID-19-infected patients with type 2 diabetes.     

Proactive Protocol-Based Management of Hyperglycemia and Diabetes in Colorectal Surgery Patients

Objective: The management of diabetic patients undergoing elective abdominal surgery continues to be unsystematic, despite evidence that standardized perioperative glycemic control is associated with fewer postoperative surgical complications. We examined the efficacy of a pre-operative diabetes optimization protocol implemented at a single institution in improving perioperative glycemic control with a target blood glucose of 80 to 180 mg/dL.Methods: Patients with established and newly diagnosed diabetes who underwent elective colorectal surgery were included. The control group comprised 103 patients from January 1, 2011, through December 31, 2013, before protocol implementation. The glycemic-optimized group included 96 patients following protocol implementation from January 1, 2014, through July 31, 2016. Data included demographic information, blood glucose levels, insulin doses, hypoglycemic events, and clinical outcomes (length of stay, re-admissions, complications, and mortality).Results: Patients enrolled in the glycemic optimization protocol had significantly lower glucose levels intra-operatively (145.0 mg/dL vs. 158.1 mg/dL; P = .03) and postoperatively (135.6 mg/dL vs. 145.2 mg/dL; P = .005). A higher proportion of patients enrolled in the protocol received insulin than patients in the control group (0.63 vs. 0.48; P = .01), but the insulin was administered less frequently (median [interquartile range] number of times, 6.0 [2.0 to 11.0] vs. 7.0 [5.0 to 11.0]; P = .04). Two episodes of symptomatic hypoglycemia occurred in the control group. There was no difference in clinical outcomes.Conclusion: Improved peri-operative glycemic control was observed following implementation of a standardized institutional protocol for managing diabetic patients undergoing elective colorectal surgery.Abbreviations: HbA1c = glycated hemoglobin A1c; IQR = interquartile range     

Diabetic Ketoacidosis Critical Care Pathway Implementation: Incorporation into EMR Significantly Decreases Length of Stay

Objective: We discuss the implementation and outcomes of a diabetic ketoacidosis (DKA) critical care pathway (CCP) at a 462-bed teaching hospital.Methods: A multi-disciplinary team implemented a DKA CCP that was translated into 3 computerized physician order entry (CPOE) order sets corresponding to the phases of DKA care. Historical and postintervention data were obtained via automated queries of the electronic medical record (EMR) and further analyzed by manual chart review.Results: Average length of stay decreased from 104.3 to 72.9 hours (P = .0003) after implementation of a DKA CCP.Conclusion: Outcome data supports the use of a DKA CCP at our institution.Abbreviations:DKA = diabetic ketoacidosisCCP = critical care pathwayEMR = electronic medical recordCPOE = computerized physician order entryICD-9 = International Classification of Diseases, ninth revisionLoS = length of staySQL = standard query language     

Active use of Cocaine: An Independent Risk Factor for Recurrent Diabetic Ketoacidosis in a City Hospital

ObjectiveTo identify the risk factors for recurrent diabetic ketoacidosis (DKA) in a city hospital.MethodsWe performed a retrospective analysis of sequential adult admissions for DKA at Bronx Lebanon Hospital Center in New York between July 1, 2001, and June 30, 2004. The patients were divided into cohorts, which were compared with use of analysis of variance and χ² tests. Multivariate logistic regression analysis was performed where indicated.ResultsIn 168 patients (96 men and 72 women), 219 episodes of DKA occurred. The mean age (± SD) of the overall study group was 38.6 ± 14.8 years. Fifty-four patients (32%) had type 2 diabetes, and 44 patients (26%) had new-onset diabetes. The recurrence rate of DKA was 169% in cocaine users and 39% in nonusers (P < 0.0001). Active use of cocaine, noncompliance, and Hispanic ethnicity emerged as independent risk factors for recurrent DKA—odds ratio (OR) = 4.38, P = 0.001; OR = 1.96, P = 0.05; and OR = 0.40, P = 0.005, respectively. The commonest precipitants of DKA were noncompliance (44%) and infection (26%). Noncompliance was associated with use of cocaine, use of cannabis, and cigarette smoking (P = 0.008, 0.04, and 0.01, respectively). In 91 of the hospital admissions for DKA (42%), the patients were active smokers.ConclusionActive use of cocaine is an independent risk factor for recurrent DKA, as are noncompliance and Hispanic ethnicity. Of these 3 factors, cocaine showed the strongest association with DKA. Therefore, toxicology screening in patients with recurrent DKA may be prudent and worthwhile. (Endocr Pract. 2007;13:22-29)     

Pediatric Diabetic Ketoacidosis with Hyperosmolarity: Clinical Characteristics and Outcomes

Objective: Studies of hyperglycemic emergencies with hyperosmolality, including hyperglycemic hyperosmolar state (HHS) and “mixed presentation” with features of diabetic ketoacidosis (DKA) and HHS, are lacking in children. Objectives were to determine the incidence of DKA, HHS, and mixed presentation in a pediatric population, to characterize complications, and to assess accuracy of associated diagnosis codes.Methods: Retrospective cohort study of 411 hyperglycemic emergencies in pediatric patients hospitalized between 2009 and 2014. Hyperglycemic emergency type was determined by biochemical criteria and compared to the associated diagnosis code.Results: Hyperglycemic emergencies included: 333 DKA, 54 mixed presentation, and 3 HHS. Altered mental status occurred more frequently in hyperosmolar events (P<.0001), and patients with hyperosmolarity had 3.7-fold greater odds of developing complications compared to those with DKA (P =.0187). Of those with DKA, 98.5% were coded correctly. The majority (81.5%) of mixed DKA-HHS events were coded incorrectly. Events coded incorrectly had 3.1-fold greater odds of a complication (P =.02).Conclusion: A mixed DKA-HHS presentation occurred in 13.8% of characterized hyperglycemic emergencies, whereas HHS remained a rare diagnosis (0.8%) in pediatrics. Hyperosmolar events had higher rates of complications. As treatment of hyperosmolarity differs from DKA, its recognition is essential for appropriate management.Abbreviations: AMS = altered mental status; DKA = diabetic ketoacidosis; EMR = electronic medical record; HHS = hyperglycemic hyperosmolar state; ICD-9 = International Classification of Diseases, Ninth Revision; ISPAD = International Society of Pediatric and Adolescent Diabetes; NODM = new-onset diabetes mellitus; T1DM = type 1 diabetes mellitus; T2DM = type 2 diabetes mellitus     

Family History of Diabetes is Associated with Increased Risk of Recurrent Diabetic Ketoacidosis in Pediatric Patients

Objective: To determine the relationship between family history of diabetes mellitus (DM) and diabetic ketoacidosis (DKA) recurrence in youth with established type 1 diabetes mellitus (T1DM).Methods: We performed a retrospective chart review of patients with DKA admitted to a pediatric hospital between January, 2009, and December, 2014. We compared patients with recurrent (≥2 admissions) and nonrecurrent DKA (1 admission) and investigated patient level factors, including family history, that may be associated with DKA recurrence in pediatric patients with established T1DM.Results: Of the 131 subjects in the study, 51 (39%) subjects were in the recurrence group. Age ≥15 years old, public health insurance, and family history of T1DM or type 2 diabetes mellitus were associated with recurrent DKA admissions in both univariable and multivariable analyses. Family history was associated with DKA recurrence, with an incidence rate ratio of 1.5 (95% confidence interval = 1.0 to 2.3; P = .03). The association was not explained by type of familial diabetes, first degree relative status, or whether the family member lived in the household.Conclusion: Recognition that a positive family history of DM may be associated with a higher risk for DKA recurrence in patients with established T1DM may allow for targeted education and focus on a previously unidentified population at increased risk for DKA. Understanding the mechanism underlying the effect of family history of diabetes on the rates of DKA in patients with established T1DM may allow for improved identification and education of patients who may be at risk for DKA recurrence.Abbreviations: CI = confidence interval; DKA = diabetic ketoacidosis; EHR = electronic health record; IBD = inflammatory bowel disease; IRR = incidence rate ratio; T1DM = type 1 diabetes mellitus; T2DM = type 2 diabetes mellitus     

Prevention and Management of Insulin-Associated Hypoglycemia in Hospitalized Patients

Objective: To determine whether appropriate therapeutic changes in insulin doses are made to prevent and manage insulin-associated hypoglycemic events in non–critically ill hospitalized patients.Methods: This retrospective study was conducted in hospitalized adults on medical or surgical floors with insulin-associated hypoglycemia, excluding treatment with insulin infusions, insulin pumps, and parenteral nutrition. The first hypoglycemic event after 48 hours of admission was the index event. Over the 1-year study period, a total of 457 insulin-associated hypoglycemic events were included as index events.Results: An indication for an insulin dose adjustment was identified in 32 and 42% of patients on day -2 and day -1, respectively, before the index hypoglycemic event, of which 35 and 55%, respectively, had an insulin dose reduction ≥10%. Following the hypoglycemic event, 44% of patients had an insulin dose reduction of ≥20%. Therapeutic reduction of the total daily insulin dose by ≥20% was associated with increased odds of normoglycemia and lower odds of hyperglycemia but was not associated with lower odds of recurrent hypoglycemia on the day following the index hypoglycemic event. There was a high prevalence of hypoglycemic risk factors in this population, with kidney disease and nil per os status being the most prevalent contributing factors.Conclusion: Adherence to the current practice recommendation to reduce insulin doses in patients with borderline hypoglycemia and following overt hypoglycemia was modest. Further studies are needed to understand the associated risks and to define appropriate therapeutic changes for insulin treated patients with borderline and overt hypoglycemia.Abbreviations:AKI = acute kidney injuryBG = blood glucoseCKD = chronic kidney diseaseESRD = end-stage renal diseaseICU = intensive care unitNPH = Neutral Protamine HagedornNPO = nil per osOR = odds ratioTDD = total daily dose     

Safety and Efficacy of an Insulin Infusion Protocol Designed for the Non-Intensive Care Setting

ObjectiveTo determine whether glycemic control can be safely achieved with use of a simplified insulin infusion protocol in hospitalized patients who are not in the intensive care unit (ICU).MethodsWe developed a novel intravenous insulin protocol specifically designed for use in the non-ICU setting. We then collected clinical data on the first 30 patients treated with use of this protocol. Our study focused on safety and glycemic control.ResultsThe insulin infusion protocol was used in 30 patients for a total of 634 hours. A single hypoglycemic episode (glucose level < 60 mg/dL) occurred in 3 patients. The target mean glucose level of < 150 mg/dL was achieved in 9 hours. Once the glucose target had been achieved, the mean and median glucose concentrations were 156 mg/dL and 140 mg/dL, respectively.ConclusionUse of a simple intravenous insulin protocol can safely and effectively control the blood glucose level in patients in a non-ICU setting. (Endocr Pract. 2009;15:682-688)     

Treatment of Diabetic Ketoacidosis and the Weekend Effect at an Urban Tertiary-Care Center

Objective: Weekend admission has been associated with higher morbidity and mortality, but the relationship between diabetic ketoacidosis (DKA) outcomes and this weekend effect is unclear. To better characterize it, we examined the outcomes of patients admitted with DKA to an urban tertiary-care center.Methods: This retrospective study included pediatric and adult patients admitted to Montefiore Health System from January 1, 2008, through December 31, 2018, with a primary or secondary diagnosis of DKA as identified by International Classification of Diseases (ICD)-9 and -10 codes; all ICD diagnoses were present on admission. Only the first admission for each patient was analyzed, and patients were excluded if their initial anion gap was less than 13 mEq/L. A subcohort comprised of patients with documented biochemical evidence of DKA resolution was also analyzed. The Friday-Saturday weekend was defined as the period between midnight on Friday and midnight on Sunday; the Saturday-Sunday weekend was similarly defined. The following outcomes were compared between weekday and weekend groups: length of stay; time to initiation of subcutaneous insulin; and time to each of the following: venous pH >7.3, blood glucose <200 mg/dL, and anion gap ≤12 mEq/L. Odds of 30-day all-cause mortality and 30-day all-cause and DKA-specific readmission were also examined.Results: Over 11 years, 4,703 patients were included in the overall cohort, and 648 were included in the subcohort. For both weekend definitions, weekend admission did not produce differences in any outcome for either study cohort.Conclusion: No weekend effect on DKA outcomes was detected at an urban tertiary-care center.Abbreviations: AG = anion gap; CCI = Charlson Comorbidity Index; DKA = diabetic ketoacidosis; ICD = International Classification of Diseases; IVI = intravenous insulin; LOS = length of stay; SCI = subcutaneous insulin     

Addressing Pitfalls in Management of Diabetic Ketoacidosis with a Standardized Protocol

Objective: To determine the efficacy and safety of a diabetic ketoacidosis (DKA)-Power Plan (PP) for guiding intravenous (IV) insulin infusions prior to anion gap (AG) closure and administering subcutaneous (SC) insulin ≥1 hour before discontinuing IV insulin.Methods: Retrospective chart review of patients with DKA before (pre-PP) (n = 60) and following (post-PP) (n = 60) implementation of a DKA-PP. Groups were compared for percentage of patients for whom IV insulin therapy was continued until AG closure, the percentage of patients receiving SC insulin ≥1 hour before discontinuation of IV insulin, and percentage of patients with rebound DKA during the index hospitalization.Results: Admission plasma glucose (514 mg/dL vs. 500 mg/dL; P = .36) and venous pH (7.2 vs. 7.2; P = .57) were similar in pre- and post-PP groups. Inappropriate discontinuation of IV insulin occurred less frequently in post-PP patients (28% vs. 7%; P = .007), with a lower frequency of rebound DKA (40% vs. 8%; P = .001) following acute management. More post-PP patients received SC insulin ≥1 hour before discontinuation of IV insulin (65% vs. 78%; P = .05).Conclusion: Implementation of a DKA-PP was associated with appropriate discontinuation of IV insulin in more patients, more frequent administration of SC insulin ≥1 hour prior to discontinuation of IV insulin, and fewer episodes of rebound DKA.Abbreviations: ADA = American Diabetes Association; AG = anion gap; BG = blood glucose; DKA = diabetic ketoacidosis; DKA-PP = DKA-Power Plan; ICU = intensive care unit; IQR = interquartile range; IV = intravenous; IVF = IV fluid; LOS = length of stay; SC = subcutaneous     

Computerized Physician Order Entry- Based Hyperglycemia Inpatient Protocol and Glycemic Outcomes: The CPOE-HIP Study

ObjectiveTo evaluate the impact of implementing a computerized physician order entry (CPOE)-based hyperglycemia inpatient protocol (HIP) on glycemic outcomes.MethodsThis retrospective, cross-sectional study compared blood glucose values, hemoglobin A_1c values, diabetes medication profiles, and demographic data of diabetic patients admitted to medicine services between March 15, 2006, and April 11, 2006 (before CPOE-HIP protocol was adopted), with data of diabetic patients admitted between October 3, 2007, and October 30, 2007 (1 year after CPOE-HIP protocol was implemented).ResultsA total of 241 diabetic patients comprised the pre-CPOE-HIP group and 197 patients comprised the post-CPOE-HIP group. After the protocol was adopted, there was a decrease of 10.8 mg/dL in the mean glucose concentration per patient-day (175.5 ± 81.2 mg/dL vs 164.7 ± 82 mg/dL, P < .001). Additional glycemic control improvements included a 5% increase in patient-days with serum glucose concentrations between 70 and 150 mg/ dL (41.1% vs 46.1%, P = .008) and a 3.1% decrease in patient-days with glucose concentrations above 299 mg/dL (16.9% vs 13.8%, P = .023). The percentage of patientdays with glucose concentrations less than or equal to 50 mg/dL was not significantly different (0.95% vs 1.27%, P = .15). Compliance with the American Diabetes Association recommendation for hemoglobin A_1c inpatient testing frequency increased from 37.3% to 64.5% (P < .001). The length of stay did not differ between the groups.ConclusionsImplementation of a hospital-wide, CPOE-based, hyperglycemia management protocol had a favorable impact onglucose targets, decreasing excessively high glucose levels without increasing clinically meaningful hypoglycemic events. Compliance with hemoglobin A_1c testing recommendations also improved. (Endocr Pract. 2010;16:389-397)     

Optimizing Hospital Use of Intravenous Insulin Therapy: Improved Management of Hyperglycemia and Error Reduction With a New Nomogram

ObjectiveTo assess the efficacy and safety of intravenous (IV) insulin administration with use of our institution’s old protocol (pre-nomogram phase) as compared with our new insulin nomogram (post-nomogram phase), which titrates insulin dose based on the rate of change of plasma glucose values and uses multipliers to determine the new insulin infusion rate.MethodsHospitalized adults receiving an IV insulin infusion in our tertiary care medical center were enrolled in this study after informed consent was obtained. The study was an observational analysis conducted before and after implementation of the new insulin infusion nomo-gram. Measurements included episodes of hypoglycemia and incidence of the following errors in the insulin infusion process: (1) episodes of documented failure to increase insulin infusion rate despite persistent hyper-glycemia and (2) number of times the IV infusion was stopped without subcutaneous administration of insulin.ResultsOverall, 66 patients were analyzed (38 in the pre-nomogram phase and 28 in the post-nomogram phase). The new nomogram reduced by nearly 3-fold (from 0.89 ± 0.68 to 0.36 ± 0.49 occurrence per patient per 24 hours; P < 0.001) the mean incidence of failure to give insulin subcutaneously before discontinuation of IV insulin infusion. Moreover, the nomogram nearly eliminated the error of caregiver nonresponsiveness to persistent hyperglycemia: mean incidence 0.39 ± 0.65 occurrence per patient per 24 hours before implementation of the new nomogram versus 0.02 ± 0.09 afterward (P < 0.002). There was no statistically significant difference in episodes of hypoglycemia between the 2 study groups.ConclusionSafe IV administration of insulin through error prevention is essential. Implementation of a new IV insulin infusion nomogram, which adjusts insulin infusion using multipliers, reduces errors and improves glycemic control without increasing hypoglycemic episodes. (Endocr Pract. 2005;11:240-253)     

Characteristics Of Patients With Ketosis-Prone Diabetes (Kpd) Presenting With Acute Pancreatitis: Implications For The Natural History And Etiology Of A Kpd Subgroup

ObjectiveReports of concomitant diabetic ketoacidosis (DKA) and acute pancreatitis (AP) are lacking among emerging forms of diabetes. This longitudinal study characterized ketosis-prone diabetes (KPD) in patients presenting with concomitant AP and DKA.MethodsMulti-ethnic KPD patients (N = 755) were followed prospectively for 1 year from the time of index DKA using repeated metabolic and beta cell functional reserve measures. Baseline and longitudinal characteristics were compared between KPD patients whose index DKA was associated with (n = 54) or without (n = 701) AP.ResultsThe AP group had significantly higher baseline serum amylase, lipase, and triglyceride levels and significantly lower bicarbonate levels than the non-AP group. AP patients had significantly greater C-peptide area-under-the-curve with glucagon stimulation shortly after the index DKA, and higher fasting C-peptide (FCP) levels 6 to 12 months later. Using the validated "Aβ" KPD classification, 85% of AP patients had β+ status (preserved beta cell functional reserve), compared to 60% of non-AP patients (P = .04). Multivariate analysis revealed that among the β+ KPD subgroup with an identifiable precipitating factor for DKA ("provoked" DKA), patients with AP had worse long-term glycemic outcomes than patients whose DKA was associated with other factors.ConclusionDespite greater clinical severity at presentation, KPD patients with AP have better preserved beta cell function than those without AP. β+ KPD patients presenting with AP have worse long-term glycemic control than those with other causes of provoked DKA. Factors other than beta cell function negatively impact glycemic control in KPD patients presenting with AP.     

Causes and Predictors for 30-DAY Re-Admissions in Adult Patients with Diabetic Ketoacidosis in the United States: a Nationwide Analysis, 2010–2014

Objective: We aimed to determine the causes and predictors for 30-day re-admission following a hospitalization for diabetic ketoacidosis (DKA) in the United States.Methods: This retrospective cohort study analyzed data from the National Re-admission Database. We included adult patients with a primary discharge diagnosis of DKA, from 2010 to 2014. Our primary objective was to determine the frequency and causes for 30-day re-admission after an index hospitalization for DKA. We also performed multivariate regression analyses using covariates from the index admission to identify predictors for 30-day re-admissions.Results: Among 479,590 admissions for DKA, 58,961 (12.3%) were re-admitted within 30 days. Recurrent DKA represented 40.8% of all-cause re-admissions. In multivariate analysis, end-stage renal disease (odds ratio &lsqb;OR], 2.13; 95% confidence interval &lsqb;CI], 2.00 to 2.27; P<.001), Charlson Comorbidity Index ≥3 (OR, 2.49; 95% CI, 2.42 to 2.58; P<.001), discharge against medical advice (OR, 1.97; 95% CI, 1.86 to 2.09; P<.001), and drug use (OR, 1.78; 95% CI, 1.71 to 1.86; P<.001) were the most significant predictors for 30-day re-admission. About 50% of patients were re-admitted within 2 weeks after discharge.Conclusion: In the U.S., about one in every eight patients with DKA is re-admitted within 30 days, with 40.8% representing recurrent DKA episodes. Patients with end-stage renal disease, high comorbidity burden, drug use, and/or leaving against medical advice represented the highest risk group for re-admissions. Future studies with interventions focusing on high-risk population are critically needed.Abbreviations: AKI = acute kidney injury; BMI = body mass index; CCI = Charlson Comorbidity Index; CI = confidence interval; DKA = diabetic ketoacidosis; DM1 = type 1 diabetes mellitus; DM2 = type 2 diabetes mellitus; ESRD = end-stage renal disease; ICD-9-CM = International Classification of Diseases, Ninth Edition, Clinical Modification; IQR = interquartile range; LOS = length of stay; NRD = National Re-admission Database; OR = odds ratio     

A Parathyroid Hormone–Guided Calcium and Calcitriol Supplementation Protocol Reduces Hypocalcemia-Related Readmissions Following Total Thyroidectomy

ObjectiveTo determine the effect of a 4-hour postoperative serum parathyroid hormone (PTH)–guided calcium (Ca) and calcitriol supplementation protocol on the incidence of hypocalcemia and hospital readmissions in patients undergoing total thyroidectomy.MethodsThis was a single-institution, retrospective chart review of patients who underwent total thyroidectomy; 148 and 389 of the patients underwent surgery prior to and after the protocol implementation, respectively. The risk of hypocalcemia was stratified as low (PTH level of >30 pg/mL), medium (15-30 pg/mL), and high (<15 pg/mL), using serum PTH values obtained 4 hours postoperatively. Hypocalcemia was defined as a total serum Ca level of <8 mg/dL. Baseline demographic and operative characteristics and postoperative outcome were recorded for both groups. The Fisher exact test and Wilcoxon rank sum test were used to compare the characteristics of the 2 groups. A multivariate logistic regression model was applied to account for potentially confounding variables.ResultsPostoperative hypocalcemia occurred significantly less frequently in the protocol group compared with that in the preprotocol group (10.3% vs 20.9%, P = .002). The reduction in hypocalcemia in the protocol group was observed in both patients with (16.3% vs 25.6%) and without (8.4% vs 19.3%) cervical lymph node dissection. The protocol group had a significantly lower incidence of hospital readmission events than the preprotocol group (1.0% vs 4.7%, P = .013).ConclusionCompared with a historical cohort, a PTH-guided protocol for Ca and calcitriol supplementation significantly reduces the postoperative hypocalcemia and hospital readmission rates in patients undergoing total thyroidectomy.     

Use of Serum and Plasma Glucose Measurements as a Benchmark for Improved Hospital-Wide Glycemic Control

ObjectiveTo demonstrate the benefit of an institutionally implemented glucose control intervention based on serum and plasma glucose values in the acute inpatient setting.MethodsIn a retrospective analysis, all serum and plasma glucose values from the laboratory information system database from 1999 through 2005 were used to assess implementation of 2 new hospital-wide intravenous and subcutaneous protocols aimed at lowering blood glucose values without increasing the number of hypoglycemic events. In our analysis, we used both a per-patient hyperglycemic index (HGI), an area-under- the-curve analysis, and hospital-wide geometric mean blood glucose to assess glucose control. Bedside capillary blood glucose measurements were not included.ResultsMore than 630,000 serum and plasma glucose results were available for analysis. The percentage of results above the protocol target of 180 mg/dL decreased from 16.4% before the intervention to 10.0% after the intervention (P < .00001), and we found no change in the proportion of “critical" hypoglycemic results (< 50 mg/dL). The hospital-wide geometric mean decreased significantly and coincided with a significant decrease in the fraction of patients with poor glucose control (based on the HGI) from 27.6% to 18.7% (P < .00001). The geometric mean blood glucose was found to be an excellent marker for the HGI (r² = 0.99).ConclusionWe are the first to report improvements in glucose control over an extended period with use of both hospital-wide intravenous and subcutaneous insulin protocols in an academic hospital setting. Furthermore, hospital-wide mean blood glucose levels are excellent surrogates for the more comprehensive calculation of per-patient HGI. (Endocr Pract. 2008;14:556-563)