Abstract
Introduction
Prednisolone is widely prescribed to hospitalized patients for a range of conditions. Up to 40% of hospitalized patients treated with prednisolone will experience hyperglycemia. Current guidelines recommend management of acute hyperglycemia in hospitalized patients with subcutaneous basal-bolus insulin (BBI), but the optimum treatment strategy has not been defined. We aimed to assess the performance of an individualized subcutaneous BBI regimen for management of prednisolone-associated hyperglycemia in hospitalized patients.
Research design and methods
This cross-sectional study included 23 adult inpatients prescribed subcutaneous BBI based on total daily insulin requirements estimated from a 24-hour intravenous insulin infusion and 24 historical controls who were prescribed a standard, institutional weight-based subcutaneous BBI to treat prednisolone-associated hyperglycemia. The primary endpoint was the mean 24-hour point-of-care (POC) glucose concentration on day 1. Exploratory end points included proportion of glucose measurements within target glucose range, SD of glucose, and stress hyperglycemia ratio (SHR).
Results
There was no significant difference in mean POC glucose on day 1 between participants prescribed an individualized insulin regimen and patients receiving a standard body weight-based BBI regimen (10.7±3.4 vs 11.9±3.2 mmol/L, p=0.07). Proportion of glucose measurements within the target glucose range was higher (52.0±4.8 vs 37.0±4.5%, p=0.0007) and SD for glucose lower (3.1±1.5 vs 4.0±1.6, p=0.04) on day 1 of individualized BBI insulin. Over 2 days, there was an increase in glucose SD in both groups, but no significant difference in mean glucose and SHR between groups.
Conclusions
Individualizing a subcutaneous BBI regimen for management of prednisolone-associated hyperglycemia was associated with a modest reduction in mean POC glucose, an increased proportion of blood glucose measurements within the target range, and reduced short-term glycemic variability.
Trial registration number
ACTRN12618001211257.
Keywords: Hyperglycemia, Hospitalization, Glucocorticoids, Insulin
WHAT IS ALREADY KNOWN ON THIS TOPIC
Up to 40% of hospitalized patients treated with prednisolone will experience hyperglycemia.
Current guidelines recommend management of acute hyperglycemia in hospitalized patients with basal-bolus insulin (BBI), but the optimum treatment strategy for patients with prednisolone-associated hyperglycemia has not been defined.
WHAT THIS STUDY ADDS
In hospitalized patients with prednisolone-associated hyperglycemia, use of an individualized BBI dose regimen was associated with improved glycemic control compared with standard weight-based BBI regimens.
HOW THIS STUDY MIGHT AFFECT RESEARCH, PRACTICE OR POLICY
This study provides proof of concept that an individualized BBI regimen may improve glycemic control in patients with prednisolone-associated hyperglycemia; additional prospective studies evaluating the impact of individualized BBI on glycemic control compared with standard subcutaneous insulin regimens are needed.
Introduction
Glucocorticoids are a class of medications that are widely prescribed to hospitalized patients.1 2 Glucocorticoids induce insulin resistance in skeletal muscle and the liver and acutely reduce insulin secretion.3 4 This predisposes to the development of hyperglycemia, which occurs in up to 40% of hospitalized patients prescribed glucocorticoids.5,8
Inpatient hyperglycemia is associated with a range of adverse outcomes including increased risk of death, hospital-acquired infection, and length of hospital stay.9,11 Similarly, an increased risk of mortality, hospital-acquired infection, and cardiovascular events has been observed in glucocorticoid-associated hyperglycemia.12 Consequently, several international guidelines emphasize the importance of treating glucocorticoid-associated hyperglycemia in hospitalized patients.13,15 However, there is a lack of evidence to inform a standardized treatment approach.
Prednisolone accounts for 55–80% of in-hospital glucocorticoid prescriptions.5 8 A morning dose of prednisolone causes a characteristic circadian pattern of glucose elevation, which occurs predominantly in the afternoon and early evening.16 However, in studies where patients were prescribed the same insulin dose calculated as a percentage of body weight, differences in the pharmacokinetic profile of an insulin regimen did not have a major effect on glycemic control.17 18 In these studies, there was wide variability in the response to a weight-based insulin dose in patients prescribed glucocorticoids, which may obscure the effect of insulin pharmacokinetics.17 18
We recently reported a study investigating which clinical factors are associated with insulin requirements in patients with hyperglycemia prescribed prednisolone, with an aim to inform individualized insulin dosing.19 In this manuscript, we report additional data from members of that cohort investigating whether individualization of a subcutaneous glargine-based basal-bolus insulin (BBI) regimen improves glycemic control of prednisolone-associated hyperglycemia.
Methods
Study population and study design
This was a cross-sectional study. The individualized treatment group included 23 adult inpatients with prednisolone-associated hyperglycemia prescribed an insulin infusion for 24 hours to assess their daily insulin requirements and who remained in hospital for a minimum of 24 hours on a subcutaneous BBI regimen. Details of the insulin infusion study have previously been reported.19 In brief, all participants were admitted to the hospital with an acute inflammatory illness, prescribed a single morning dose of oral prednisolone 20 mg/day or greater for at least 3 days and had hyperglycemia (defined as two point-of-care (POC) capillary blood glucose levels >10.0 mmol/L (180 mg/dL) or one POC blood glucose level>15.0 mmol/L (270 mg/dL)) within the preceding 24 hours. Type 1 diabetes mellitus and patients who were nil by mouth were exclusion criteria in this study. The study protocol was registered with the Australian New Zealand Clinical Trials Registry (ACTRN12618001211257).
The standard treatment group comprised 24 adults from a previous observational trial evaluating glycemic control in hospitalized patients with prednisolone-associated hyperglycemia.20 This study was approved by the Southern Adelaide Clinical Human Research Ethics Committee, Adelaide (029.12); patient consent was not required. For both groups, participants were included in analyses if they had at least three BGLs and at least three insulin doses within a 24-hour period.
Insulin regimen
Individualized treatment group
Patients had been prescribed an intravenous insulin infusion comprising 50 units of Actrapid insulin (insulin aspart 100 IU/mL, Novo Nordisk A/S, Sydney, Australia) in 50 mL of 0.9% sodium chloride and wore a Freestyle Libre 1 flash glucose monitor (Abbott Laboratories, Chicago, Illinois, USA) for 24 hours. At the completion of a 24-hour insulin infusion, each patient’s total daily insulin dose (TDD) and average 24-hour flash glucose concentration were calculated. These were used to determine subcutaneous BBI doses for ongoing treatment. If the average 24-hour flash glucose concentration was >10.0 mmol/L, TDD was increased by 20%. For the average 24-hour flash glucose concentration between 7.5 and 10.0 mmol/L, TDD was unchanged. For the average 24-hour flash glucose between 4.5 and 7.5 mmol/L, TDD was reduced by 10%. If the participant experienced hypoglycemia during insulin infusion, defined as flash and POC glucose measurement <4.0 mmol/L with symptoms of hypoglycemia, TDD was reduced by 20%.
The basal insulin dose was calculated by multiplying the insulin infusion dose between 00:00 and 06:00 hours by four. This was administered as a morning dose of insulin glargine (Optisulin 100 IU/mL, Sanofi Australia, Sydney, Australia). Prandial insulin doses were calculated by subtracting basal insulin dose from TDD. Prandial insulin doses of insulin aspart (Novorapid 100 IU/mL, Novo Nordisk A/S, Sydney, Australia) were divided between breakfast, lunch, and dinner in a 20%:40%:40% ratio; no further correctional insulin was administered.
Flash glucose monitoring was ceased following the completion of the 24-hour intravenous insulin infusion as these data were unavailable in the historical control group. For this study extension, glucose monitoring was carried out in keeping with local hospital protocol as outlined below.
Standard treatment group
Basal insulin was insulin glargine (Optisulin 100 IU/mL, Sanofi Australia, Sydney, Australia) and prandial insulin was insulin aspart (Novorapid 100 IU/mL, Novo Nordisk A/S, Sydney, Australia). TDD was based on body weight using an institutional protocol (0.3 units/kg/day for diet-controlled diabetes, 0.4 units/kg/day for oral diabetes medications and continuation of their current daily dose in patients already treated with insulin). Basal insulin accounted for 50% of TDD, and the remaining 50% was divided into three equal portions administered with breakfast, lunch, and dinner. Correctional prandial insulin was administered as follows: 3 units for POC glucose 10.1–15.0 mmol/L and 6 units for POC glucose >15.0 mmol/L.
Data collection
Baseline demographic and biomedical data and insulin doses were recorded. POC glucose measurements were performed four times over 24 hours (fasted, prior to every meal and before bed (07:00, 12:00, 17:00 and 21:00)) in keeping with international guidelines and institutional protocol.15 21
Endpoints
The primary endpoint was the mean 24-hour POC glucose achieved with each insulin regimen. We also compared mean POC glucose at each time point (07:00, 12:00, 17:00 and 21:00 hours), the proportion of POC glucose readings within target glucose range (defined as 4.0–10.0 mmol/L), prevalence of hypoglycemia, short-term (within 24-hours) glycemic variability by calculating the SD of the mean daily glucose concentration22 and total daily, basal, and prandial insulin doses. Finally, we calculated the stress hyperglycemia ratio (SHR), a measure of relative hyperglycemia.23 SHR was calculated as: average 24-hour POC glucose/estimated average glucose over the previous 12 weeks. Estimated average glucose is derived from glycated hemoglobin (HbA1c), using the following formula: estimated average glucose=(1.59×HbA1c)–2.59.23 24
Statistical analysis
Continuous variables describing the baseline characteristics of the two groups are presented as mean±SD. The Shapiro-Wilk test was used to confirm the normality of the distribution. The initial analysis was for day 1 of the BBI insulin regimen, as all participants had sufficient data to be included in this analysis. Mean POC glucose over 24 hours, mean POC glucose at each time point (07:00, 12:00, 17:00, and 21:00), insulin doses, glycemic variability, and SHR were compared using unpaired t-tests and the proportion of POC glucose readings within target glucose range was compared using Fisher’s exact test.
Patients who had 2 days of data were analyzed using a repeated measures linear mixed model, with insulin and day of treatment as the two variables included in the analysis. Only participants who remained in the hospital were included in the 2-day analysis. Statistical analysis was performed using GraphPad Prism V.9 (GraphPad Software, San Diego, California, USA) and IBM SPSS Statistics (V.27.0). A p value <0.05 was considered statistically significant.
Results
Participant characteristics
There were no significant differences in sex, weight, body mass index, reason for admission to hospital, proportion of participants with known T2DM, HbA1c, or diabetes treatment between the groups (table 1). Most participants had a preexisting diagnosis of T2DM (standard treatment 96% vs individualized treatment 83%). Of participants with known T2DM, 31% in the individualized group and 58% in the standard group were treated with glucose-lowering medications prior to hospitalization (table 1). This study was conducted prior to the approval of long-acting glucagon-like peptide 1 receptor antagonist use in Australia. There were no participants with known hemoglobinopathies. Participants in the individualized group were younger (70.4±10.7 vs 76.9±11.1 years, p=0.03) and had higher estimated glomerular filtration rate (eGFR) (72±22 vs 44±24 mL/min/1.73 m2) than those in the standard group (table 1).
Table 1. Baseline characteristics of 23 study participants with prednisolone-associated hyperglycemia treated with an individualized basal-bolus insulin regimen versus 24 historical controls with prednisolone-associated hyperglycemia treated with standard institutional weight-based basal-bolus insulin protocol.
| Standard | Individualized | P value | |
|---|---|---|---|
| Number of participants | 24 | 23 | |
| Age (years) | 76.9±11.1 | 70.4±10.7 | 0.03 |
| Male (n, %) | 15 (63) | 17 (74) | 0.53 |
| Weight (kg) | 83.6±19.1 | 89.3±24.7 | 0.46 |
| BMI (kg/m2) | 30.0±5.4 | 30.3±8.3 | 0.99 |
| eGFR (mL/min/1.73 m2) | 44±24 | 72±22 | <0.01 |
| Admission diagnosis (n, %) | |||
| Respiratory | 21 (88) | 21 (91) | 0.99 |
| Rheumatological | 3 (12) | 0 | |
| Other | 0 | 2 (8) | |
| Known diabetes (n, %) | 23 (96) | 19 (83) | 0.99 |
| HbA1c (%) | 8.1±1.0 | 8.6±2.3 | 0.64 |
| (mmol/mol) | 65±12 | 71±14 | |
| Diabetes treatment (n, %) | |||
| Diet only | 1 (4) | 4 (17) | 0.11 |
| Orals only | 9 (38) | 12 (52) | |
| Orals and insulins | 14 (58) | 7 (31) | |
Values represent mean±SD.
BMI, body mass index; eGFR, estimated glomerular filtration rate; HbA1c, glycated hemoglobin.
Day 1 analysis
23 patients were prescribed individualized BBI and 24 patients prescribed standard insulin were included in the day 1 analysis. The number of BGLs and insulin doses was 3.9±0.3 and 4.0±0.0 per day, respectively, in the individualized group and 3.9±0.3 and 4.0±0.0 per day, respectively, in the standard group. The mean prednisolone dose was similar in the two groups (table 2).
Table 2. Daily prednisolone, insulin dose, and point-of-care (POC) glucose concentrations in participants with prednisolone-associated hyperglycemia on the first day of treatment with an individualized basal-bolus insulin regimen versus historical controls with prednisolone-associated hyperglycemia treated with a standard institutional weight-based basal-bolus insulin protocol.
| Standard | Individualized | P value | |
|---|---|---|---|
| Number of participants (n) | 24 | 23 | |
| Prednisolone dose (mg) | 30.8±8.8 | 30.8±8.5 | 0.99 |
| Total daily insulin (units/kg) | 0.70±0.31 | 0.78±0.46 | 0.36 |
| Total daily insulin (units) | 56±27 | 69±49 | 0.67 |
| Total daily insulin dose range (units) | 26–149 | 20–182 | |
| Insulin dose (units) | |||
| Basal | 25±13 | 38±38 | 0.13 |
| Breakfast | 10±7 | 7±4 | 0.02 |
| Lunch | 11±8 | 12±8 | 0.79 |
| Dinner | 11±14 | 12±8 | 0.71 |
| Total prandial insulin (units) | 33±16 | 31±20 | 0.60 |
| POC glucose (mmol/L) | |||
| 07:00 | 9.3±4.1 | 8.0±2.4 | 0.17 |
| 12:00 | 11.0±4.4 | 11.3±4.9 | 0.93 |
| 17:00 | 13.8±5.2 | 12.1±4.9 | 0.24 |
| 21:00 | 14.1±4.6 | 11.6±4.9 | 0.07 |
Values represent mean±SD.
The TDD expressed as an absolute dose (units/day) and as per kg body weight (units/kg) were 11% and 23% higher in the individualized group; these differences were not statistically significant (table 2). Basal insulin accounted for 55% of TDD in the individualized group and 44% of TDD in the standard group; again, this difference was not statistically significant (table 2). The range of starting basal insulin dose ranged from 0 to 132 units/day and 10–64 units/day in the individualized and standard groups, respectively. There was minimal difference in the amount of prandial insulin prescribed to the two groups, with less insulin prescribed at breakfast to the individualized group. The SD and dose range for TDD were far wider in the individualized group, reflecting greater variability in insulin dosing (table 2).
Mean 24-hour POC glucose was 1.2 mmol/L lower in the individualized group; this difference did not reach statistical significance (p=0.07, figure 1A). In both groups, mean 24-hour POC glucose was above 10.0 mmol/L, but fasting POC glucose was within the target range, and mean POC glucose at other time points was above target range (table 2). POC glucose at 3 of 4 time points was lower in the individualized group, but these differences were not statistically significant (table 2).
Figure 1. Day 1 mean capillary point-of-care glucose concentration (A), proportion of point-of-care capillary glucose within glucose range over day 1 (B), and SD of glucose on day 1 (C) in participants with prednisolone-associated hyperglycemia treated with an individualized basal-bolus insulin regimen versus historical controls with prednisolone-associated hyperglycemia treated with a standard institutional weight-based basal-bolus insulin protocol.
On day 1, there were no episodes of hypoglycemia in the individualized group versus two episodes in the standard group. The proportion of POC glucose concentration within the target range (4–10 mmol/L) was higher in the individualized group (52.0±4.8 vs 37.0±4.5, p=0.0007, figure 1B). Intraday glycemic variability as assessed by the SD of mean glucose was lower in the individualized group (3.1±0.3 vs 4.0±0.3, p=0.04, figure 1C). There was no significant difference in SHR between the individualized and standard groups on day 1 (1.02±0.22 vs 1.17±0.40, p=0.13).
2-day analysis
11 patients prescribed individualized insulin and 19 patients prescribed standard insulin were included in a 2-day analysis. The remainder of participants was discharged from the hospital by day 2. The number of BGLs and insulin doses was 3.9±0.3 and 4.0±0.2 per day, respectively, in the individualized group and 3.9±0.3 and 4.0±0.2 per day, respectively, in the standard group. There was no significant difference in prednisolone dose between treatment groups on either day (day 1, see table 2; day 2, 28.4±8.3 vs 27.9±8.3 mg, p=0.73).
The SD for glucose increased from day 1 to day 2 across both treatment groups (figure 2A). Mean glucose and SHR were 5–29% higher in the standard group across day 1 and 2; these differences were not statistically significant (figure 2B,C). There was no significant interaction between time and treatment group in any analysis (data not shown). There were two further episodes of hypoglycemia over the 2-day analysis in the standard group.
Figure 2. Day 1 and 2 mean SD of glucose (A), capillary point-of-care glucose concentration (B), and stress hyperglycemia ratio (C) in participants with prednisolone-associated hyperglycemia treated with an individualized basal-bolus insulin regimen versus historical controls with prednisolone-associated hyperglycemia treated with a standard institutional weight-based basal-bolus insulin protocol.
Discussion
This analysis evaluated the performance of an individualized BBI regimen for the treatment of prednisolone-associated hyperglycemia in hospitalized patients. Compared with patients treated with a standard weight-based BBI regimen, use of an individualized insulin regimen was associated with a mean 24-hour POC glucose on day 1 that was 1.2 mmol/L, but this difference did not reach statistical significance. There was a significantly higher proportion of glucose measurements within the target glucose range and reduced glycemic variability on day 1 of individualized insulin. These results provide proof of concept that individualized BBI treatment of prednisolone-associated hyperglycemia in hospitalized patients may improve glycemic control.
Much of the literature on treatment of prednisolone-associated hyperglycemia focuses on insulin pharmacokinetics; in particular, the concurrent administration of isophane insulin and prednisolone, as the profile of isophane approximates the pattern of prednisolone-induced hyperglycemia.16 25 When extra isophane is coadministered with prednisolone in addition to usual treatment, glycemic control improves.26 27 However, when comparable doses of glargine-based and isophane-based insulin regimens are studied, mean daily glucose levels are similar.17 18 28 29 This suggests that determination of an appropriate insulin dose is more important than insulin pharmacokinetics to optimize glycemic control in patients prescribed prednisolone.
In this study, the mean individualized daily insulin dose prescribed per kg body weight was 23% higher and much more variable than in the standard treatment. Individualized insulin dosing was associated with a lower mean POC glucose that approached statistical significance, but mean blood glucose remained above the recommended blood glucose target range.
In the individualized group, we first calculated a basal insulin dose based on each patient’s overnight insulin requirements during an insulin infusion. This was administered as insulin glargine, as over 80% of patients in the individualized group had type 2 diabetes and commonly need long-acting insulin to optimize glucose control. In our study, there was wide variability in glargine dose (range 0–132 units/day) in the individualized group. As prednisolone predominantly increases glucose concentration during the afternoon and evening, some patients in this group required little or no insulin overnight on the insulin infusion to maintain glucose in the target range. In contrast, in other patients, the overnight insulin requirements were high, likely reflecting the severity of underlying insulin resistance associated with type 2 diabetes.8 20 The average glargine dose of 0.4±0.3 units/kg accounted for 55% of the TDD and was approximately 50% higher than the basal insulin prescribed in the standard group. This resulted in a mean fasting POC glucose of 8 mmol/L with no fasting hypoglycemia, suggesting the amount of glargine prescribed to the individualized group was appropriate.
The total daily prandial insulin dose for the individualized group was also derived from the 24-hour insulin infusion and then split into a 20:40:40 ratio for breakfast, lunch, and dinner to counter the circadian pattern of prednisolone-associated hyperglycemia.16 Across day 1, the average POC glucose concentration in the individualized group remained above the target glucose range at 12:00, 17:00, and 21:00 hours and was not significantly different from the standard group. The lack of benefit is not surprising as our calculation of insulin doses from the insulin requirements on a 24-hour insulin infusion did not result in higher doses of prandial insulin to the individualized group. Our findings are consistent with previous studies using various BBI regimens to treat glucocorticoid-induced hyperglycemia in which postprandial hyperglycemia persisted despite increasing short-acting insulin doses.18 26 27 29 Our findings demonstrate that, despite calculating insulin doses from an insulin infusion, which is a surrogate marker of insulin sensitivity, we underestimated the insulin doses needed to treat postprandial hyperglycemia in patients prescribed prednisolone and highlight the importance of considering higher prandial insulin doses in future studies.
Increased time in the target glucose range is associated with reduced hypoglycemia and 30-day mortality in hospitalized patients.30 Previous studies assessing prednisolone-associated hyperglycemia management reported that different BBI regimens did not significantly affect the proportion of time in the target glucose range, which varied between 19.2% and 66%.17 18 27 29 However, in this study, individualized insulin was associated with a greater proportion of POC glucose levels in the target range. There were no episodes of hypoglycemia in the individualized group, whereas four episodes of hypoglycemia occurred in the standard group. Previous studies have reported both lower18 and higher27 frequency of hypoglycemia with glargine-based BBI regimens. Our study highlights the potential of dosing individualization to reduce the frequency of adverse events such as hypoglycemia and to improve the proportion of glucose measurements within the target range.
Increased glycemic variability and relative hyperglycemia are additional measures of glycemia that are associated with poor outcomes in hospitalized patients.31 In the individualized group, the SD of mean glucose concentration, a measure of glycemic variability, was lower on day 1. Further, the mean SHR in the individualized group was 1.0, which is associated with the lowest rates of mortality in hospitalized patients.31 These positive findings in other glycemic variables further suggest that individualized treatment of prednisolone-associated hyperglycemia may be of benefit.
There were fewer participants in the 2-day analysis, which limits the conclusions that can be drawn. However, there was an increase in glycemic variability across time with no positive change in mean POC glucose or SHR. These results are concordant with previous studies demonstrating that prednisolone-associated hyperglycemia does not generally improve over time, despite increasing insulin and reducing prednisolone doses.17 18 27 29
This study provides proof of concept that an individualized BBI regimen may improve some components of glycemic control in patients with prednisolone-associated hyperglycemia and highlights the importance of adequate prandial insulin dosing in these patients. The individualized group in this study had been prescribed an insulin infusion for 24 hours, and this was used to determine each patient’s daily insulin requirements. We do not necessarily propose that an initial insulin infusion should be standard practice for these patients. Rather, we undertook this analysis to investigate the potential benefit that could arise from individualized insulin dosing for patients with prednisolone-associated hyperglycemia. We have recently reported additional clinical factors to body weight, namely sex, HbA1c, diabetes status, and diabetes treatment prior to hospital admission, that could be used to individualize insulin dose calculations in patients with prednisolone-associated hyperglycemia.19 Taken together, study findings emphasize first the wide variability in basal insulin dose required in this patient group, and the importance of adequate prandial hyperglycemia treatment.
We acknowledge the limitations of the analysis. First and foremost, the use of a historical control group undergoing standard insulin treatment who were older and had a lower eGFR than the individualized group may have impacted glucose levels. Second, there was a difference in how the prandial insulin dose was apportioned and supplemental insulin was only prescribed to the control group. However, the historical control group consisted of patients from the same study site, on the insulin protocol in current clinical use, that is, our hospitals’ current standard of care. Moreover, the difference in prescription of supplemental insulin will result in underestimation and not overestimation of the benefit of individualized insulin. All patients completed the insulin infusion between 09:00 and 16:00 hours, and given the short elimination half-life of Actrapid insulin when administered intravenously, this is unlikely to have affected glucose control the next day, although this is a possibility.32 The subject group comprised patients both with and without known diabetes. While in the future, these patient groups may be managed differently, in hospitalized patients the association between hyperglycemia and mortality is greatest in patients without known diabetes, and current evidence suggests hyperglycemia should be treated regardless of underlying diabetes status.9 31 Additional limitations include a short duration of follow-up and inability to evaluate daily carbohydrate intake; however, the latter is in keeping with standard daily clinical care. Mean prednisolone dose in our study was 30.8 mg/day as this study only enrolled patients prescribed >20 mg/day prednisolone, and this dose is higher than reported in other studies of prednisolone use in hospitalized patients.8 Finally, the sample size was small, particularly for the 2-day analysis. However, the clinical decisions to discharge participants were made by the participant’s treating physician, based on clinical care needs and reflecting routine clinical practice in teaching hospitals.
In conclusion, in this proof-of-concept study, we report that individualizing a subcutaneous BBI regimen for treatment of prednisolone-associated hyperglycemia in hospitalized patients is associated with positive effects on glycemic control. Improved glycemic control was characterized by a modest reduction in mean POC glucose, an increased proportion of blood glucose measurements within the target range, and reduced short-term glycemic variability. In our individualized treatment group, we used insulin glargine as the basal insulin and with a starting dose ranging from 0 to 132 units/day, and this was associated with a fasting glucose within the recommended range for hospitalized patients. The prandial insulin doses prescribed in this study were inadequate to control glucose levels at other times of the day. Given the limitations of the current study, including the use of historical controls and moderate sample size, this data should be viewed as an exploratory, hypothesis-generating analysis. The analysis does support the need for a prospective randomized study comparing the effect of standard weight-based versus individualized insulin dosing on glycemic control in hospitalized patients with prednisolone-associated hyperglycemia.
Supplementary material
Acknowledgements
The authors thank the participants for their time and participation and the inpatient nursing staff at Flinders Medical Centre for carrying out all the insulin infusions.
Footnotes
Funding: AXC was supported by funding from the National Heart Foundation of Australia (NHF102453) and the National Health and Medical Research Council (GNT 1189788) to carry out this work.
Provenance and peer review: Not commissioned; externally peer reviewed.
Patient consent for publication: Not applicable.
Ethics approval: This study involves human participants and was approved by Southern Adelaide Local Health Network Human Research Ethics Committee (HREC/18/SAC/34). Participants gave informed consent to participate in the study before taking part.
Data availability statement
Data are available upon reasonable request.
References
- 1.van Staa TP, Leufkens HG, Abenhaim L, et al. Use of oral corticosteroids in the United Kingdom. QJM . 2000;93:105–11. doi: 10.1093/qjmed/93.2.105. [DOI] [PubMed] [Google Scholar]
- 2.Narwani V, Swafe L, Stavraka C, et al. How frequently are bedside glucose levels measured in hospital inpatients on glucocorticoid treatment? Clin Med (Lond) 2014;14:327–8. doi: 10.7861/clinmedicine.14-3-326a. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Rizza RA, Mandarino LJ, Gerich JE. Cortisol-induced insulin resistance in man: impaired suppression of glucose production and stimulation of glucose utilization due to a postreceptor detect of insulin action. J Clin Endocrinol Metab. 1982;54:131–8. doi: 10.1210/jcem-54-1-131. [DOI] [PubMed] [Google Scholar]
- 4.van Raalte DH, Nofrate V, Bunck MC, et al. Acute and 2-week exposure to prednisolone impair different aspects of beta-cell function in healthy men. Eur J Endocrinol. 2010;162:729–35. doi: 10.1530/EJE-09-1034. [DOI] [PubMed] [Google Scholar]
- 5.Fong AC, Cheung NW. The high incidence of steroid-induced hyperglycaemia in hospital. Diabetes Res Clin Pract. 2013;99:277–80. doi: 10.1016/j.diabres.2012.12.023. [DOI] [PubMed] [Google Scholar]
- 6.Dobravc Verbič M, Gruban J, Kerec Kos M. Incidence and control of steroid-induced hyperglycaemia in hospitalised patients at a tertiary care centre for lung diseases. Pharmacol Rep. 2021;73:796–805. doi: 10.1007/s43440-021-00234-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Donihi AC, Raval D, Saul M, et al. Prevalence and predictors of corticosteroid-related hyperglycemia in hospitalized patients. Endocr Pract . 2006;12:358–62. doi: 10.4158/EP.12.4.358. [DOI] [PubMed] [Google Scholar]
- 8.Limbachia V, Nunney I, Page DJ, et al. The effect of different types of oral or intravenous corticosteroids on capillary blood glucose levels in hospitalized inpatients with and without diabetes. Clin Ther. 2024;46:e59–63. doi: 10.1016/j.clinthera.2023.11.013. [DOI] [PubMed] [Google Scholar]
- 9.Umpierrez GE, Isaacs SD, Bazargan N, et al. Hyperglycemia: an independent marker of in-hospital mortality in patients with undiagnosed diabetes. J Clin Endocrinol Metab. 2002;87:978–82. doi: 10.1210/jcem.87.3.8341. [DOI] [PubMed] [Google Scholar]
- 10.Falciglia M, Freyberg RW, Almenoff PL, et al. Hyperglycemia-related mortality in critically ill patients varies with admission diagnosis. Crit Care Med . 2009;37:3001–9. doi: 10.1097/CCM.0b013e3181b083f7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Frisch A, Chandra P, Smiley D, et al. Prevalence and clinical outcome of hyperglycemia in the perioperative period in noncardiac surgery. Diabetes Care. 2010;33:1783–8. doi: 10.2337/dc10-0304. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Delfs N, Struja T, Gafner S, et al. Outcomes of Hospitalized Patients with Glucocorticoid-Induced Hyperglycemia-A Retrospective Analysis. J Clin Med. 2020;9:4079. doi: 10.3390/jcm9124079. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.ADA Professional Practice Committee 16. Diabetes Care in the Hospital: Standards of Care in Diabetes—2024. Diabetes Care. 2024;47:S295–306. doi: 10.2337/dc24-S016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.James J, Roberts A, Dhatariya K. Joint British Diabetes Societies for Inpatient Care; 2022. Management of hyperglycaemia and steroid (glucocorticoid) therapy.https://abcd.care/sites/abcd.care/files/site_uploads/JBDS_Guidelines_Current/JBDS_08_Management_of_Hyperglycaemia_and_Steroid_%28Glucocorticoid%29_Therapy_June_2022.pdf Available. [DOI] [PubMed] [Google Scholar]
- 15.Korytkowski MT, Muniyappa R, Antinori-Lent K, et al. Management of Hyperglycemia in Hospitalized Adult Patients in Non-Critical Care Settings: An Endocrine Society Clinical Practice Guideline. J Clin Endocrinol Metab . 2022;107:2101–28. doi: 10.1210/clinem/dgac278. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Burt MG, Roberts GW, Aguilar-Loza NR, et al. Continuous monitoring of circadian glycemic patterns in patients receiving prednisolone for COPD. J Clin Endocrinol Metab. 2011;96:1789–96. doi: 10.1210/jc.2010-2729. [DOI] [PubMed] [Google Scholar]
- 17.Radhakutty A, Stranks JL, Mangelsdorf BL, et al. Treatment of prednisolone-induced hyperglycaemia in hospitalized patients: Insights from a randomized, controlled study. Diabetes Obes Metab. 2017;19:571–8. doi: 10.1111/dom.12859. [DOI] [PubMed] [Google Scholar]
- 18.Ruiz de Adana MS, Colomo N, Maldonado-Araque C, et al. Randomized clinical trial of the efficacy and safety of insulin glargine vs. NPH insulin as basal insulin for the treatment of glucocorticoid induced hyperglycemia using continuous glucose monitoring in hospitalized patients with type 2 diabetes and respiratory disease. Diabetes Res Clin Pract. 2015;110:158–65. doi: 10.1016/j.diabres.2015.09.015. [DOI] [PubMed] [Google Scholar]
- 19.Chen AX, Radhakutty A, Zimmermann A, et al. Clinical determinants of insulin requirements during treatment of prednisolone-induced hyperglycaemia. Diabetes Res Clin Pract. 2023;197:110557. doi: 10.1016/j.diabres.2023.110557. [DOI] [PubMed] [Google Scholar]
- 20.Burt MG, Drake SM, Aguilar‐Loza NR, et al. Efficacy of a basal bolus insulin protocol to treat prednisolone‐induced hyperglycaemia in hospitalised patients. Intern Med J. 2015;45:261–6. doi: 10.1111/imj.12680. [DOI] [PubMed] [Google Scholar]
- 21.ElSayed NA, Aleppo G, Aroda VR, et al. 16. Diabetes Care in the Hospital: Standards of Care in Diabetes—2023. Diabetes Care. 2023;46:S267–78. doi: 10.2337/dc23-S016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Ceriello A, Monnier L, Owens D. Glycaemic variability in diabetes: clinical and therapeutic implications. Lancet Diabetes Endocrinol. 2019;7:221–30. doi: 10.1016/S2213-8587(18)30136-0. [DOI] [PubMed] [Google Scholar]
- 23.Roberts GW, Quinn SJ, Valentine N, et al. Relative Hyperglycemia, a Marker of Critical Illness: Introducing the Stress Hyperglycemia Ratio. J Clin Endocrinol Metab. 2015;100:4490–7. doi: 10.1210/jc.2015-2660. [DOI] [PubMed] [Google Scholar]
- 24.Nathan DM, Turgeon H, Regan S. Relationship between glycated haemoglobin levels and mean glucose levels over time. Diabetologia . 2007;50:2239–44. doi: 10.1007/s00125-007-0803-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Clore JN, Thurby-Hay L. Glucocorticoid-Induced Hyperglycemia. Endocr Pract. 2009;15:469–74. doi: 10.4158/EP08331.RAR. [DOI] [PubMed] [Google Scholar]
- 26.Lakhani OJ, Kumar S, Tripathi S, et al. Comparison of Two Protocols in the Management of Glucocorticoid-induced Hyperglycemia among Hospitalized Patients. Indian J Endocrinol Metab . 2017;21:836–44. doi: 10.4103/ijem.IJEM_226_17. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Khowaja A, Alkhaddo JB, Rana Z, et al. Glycemic Control in Hospitalized Patients with Diabetes Receiving Corticosteroids Using a Neutral Protamine Hagedorn Insulin Protocol: A Randomized Clinical Trial. Diabetes Ther. 2018;9:1647–55. doi: 10.1007/s13300-018-0468-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Seggelke SA, Gibbs J, Draznin B. Pilot study of using neutral protamine Hagedorn insulin to counteract the effect of methylprednisolone in hospitalized patients with diabetes. J Hosp Med . 2011;6:175–6. doi: 10.1002/jhm.874. [DOI] [PubMed] [Google Scholar]
- 29.Grommesh B, Lausch MJ, Vannelli AJ, et al. Hospital Insulin Protocol Aims For Glucose Control In Glucocorticoid-Induced Hyperglycemia. Endocr Pract. 2016;22:180–9. doi: 10.4158/EP15818.OR. [DOI] [PubMed] [Google Scholar]
- 30.Krinsley JS, Preiser JC. Time in blood glucose range 70 to 140 mg/dl >80% is strongly associated with increased survival in non-diabetic critically ill adults. Crit Care. 2015;19:179. doi: 10.1186/s13054-015-0908-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Lee TF, Drake SM, Roberts GW, et al. Relative Hyperglycemia Is an Independent Determinant of In-Hospital Mortality in Patients With Critical Illness. Crit Care Med. 2020;48:e115–22. doi: 10.1097/CCM.0000000000004133. [DOI] [PubMed] [Google Scholar]
- 32.Binder C, Lauritzen T, Faber O, et al. Insulin pharmacokinetics. Diabetes Care. 1984;7:188–99. doi: 10.2337/diacare.7.2.188. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
Data are available upon reasonable request.


