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Epidemiology/Health Services Research ORIGINAL ARTICLE

Comorbid and COPD Impact of use on diabetes complications

GILLIAN E. CAUGHEY, PHD ANDREW L. GILBERT, PHD recommendedinpatientswithdiabetes ADRIAN K. PREISS, PHD ELIZABETH E. ROUGHEAD, PHD (9) due to a dose-dependent increase AGNES I. VITRY, PHD in glucose levels with corticoste- roid use and increased risk of diabetes progression (10,11). There is little evi- OBJECTIVEd To identify if there is a dose-dependent risk of diabetes complications in dence-based information to facilitate the patients treated with that have both diabetes and chronic obstructive pulmonary treatment of patients with both diabetes disorder (COPD). and COPD, where optimal treatment of RESEARCH DESIGN AND METHODSdA retrospective study of administrative claims COPD with corticosteroids may result data from the Australian Government Department of Veterans’ Affairs, from 1 July 2001 to 30 in a potentially increased risk of diabetes June 2008, of diabetes patients newly initiated on or . COPD was iden- complications and poorer health out- tified by dispensings of tiotropium or ipratropium in the 6 months preceding study entry. Total comes. This study aimed to examine the corticosteroid use (inhaled and systemic) in the 12 months after study entry was determined. The dose-dependent risk of diabetes-related outcome was time to hospitalization for a diabetes-related complication. Competing risks and complications associated with corticoste- Cox proportional hazard regression analyses were conducted with adjustment for a number of roid use in older patients with diabetes covariates. and COPD. RESULTSdA total of 18,226 subjects with diabetes were identified, of which 5.9% had COPD. Of those with COPD, 67.2% were dispensed corticosteroids in the 12 months from study entry. RESEARCH DESIGN AND Stratification by dose of corticosteroids demonstrated a 94% increased likelihood of hospitali- METHODS zation for a diabetes complication for those who received a total defined daily dose (DDD) of corticosteroids $0.83/day (subhazard ratio 1.94 [95% CI 1.14–3.28], P = 0.014), by comparison with those who did not receive a corticosteroid. Lower doses of corticosteroid (,0.83 DDD/day) Data source and study design were not associated with an increased risk of diabetes-related hospitalization. This study was approved by the Univer- sity of South Australia and the Australian CONCLUSIONSdIn patients with diabetes and COPD, an increased risk of diabetes-related Government Department of Veterans’ Af- hospitalizations was only evident with use of high doses of corticosteroids. This highlights the fairs (DVA) Human Research Ethics Com- need for constant revision of corticosteroid dose in those with diabetes and COPD, to ensure that mittees. A retrospective cohort study was the minimally effective dose is used, together with review of appropriate response to therapy. undertaken from 1 July 2001 to 30 June 2008 using data from the DVA health ad- ministrative claims database. The DVA database contains details of all prescrip- he presence of comorbidity in older ability to perform self-management ac- tion medicines and medical and allied Tpeople with diabetes is common, at tivities necessary for optimal diabetes health services and hospitalizations sub- least 50% will have three or more control and the associated therapeutic sidized by DVA for a treatment popula- comorbid chronic conditions (1,2). Co- challenges (6). tion of 290,000 veterans, war widows, morbidity adds considerable complexity Current guideline treatment recom- and widowers. Over 70% of the popula- to therapeutic management (2) and is a mendations for COPD include the use of tion are 70 years of age or older; 54% are major determinant of functional capabil- inhaled corticosteroids to reduce exacer- male and 9.8% live in residential aged ities and health outcomes (3,4). Chronic bations and improve health status in care, and they are dispensed an average obstructive pulmonary disorder (COPD) patients with moderate to severe COPD of 11 unique medicines annually (12). is a common comorbidity; ;10% of pa- who have frequent exacerbations (7,8). Within the dataset, medicines are coded tients with diabetes will have COPD (1,2). Oral corticosteroids are also recommen- according to the World Health Organiza- COPD is a progressive, largely nonrevers- ded for the short-term treatment of exac- tion (WHO) anatomical and therapeutic ible pulmonary disease that is a major erbations to improve lung function and chemical (ATC) classification (13) and the cause of morbidity and mortality world- hypoxemia and to reduce recovery time, Schedule of Pharmaceutical Benefits item wide (5). COPD is associated with in- but are not recommended chronically codes (14). Hospitalizations are coded creased complexity of care in those with due to their unfavorable risk/benefit according to the WHO Australian modi- diabetes, potentially the result of a reduced profile (7,8). Corticosteroids are not fication of the ICD-10 (ICD-10-AM) clas- sification (15). ccccccccccccccccccccccccccccccccccccccccccccccccc From the Quality Use of Medicines and Pharmacy Research Centre, School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, South Australia, Australia. Cohort selection Corresponding author: Gillian E. Caughey, [email protected]. Subjects were included if they were eligi- Received 26 October 2012 and accepted 29 March 2013. ble for all health services subsidized by DOI: 10.2337/dc12-2197 © 2013 by the American Diabetes Association. Readers may use this article as long as the work is properly DVA in the 12 months prior to the date cited, the use is educational and not for profit, and the work is not altered. See http://creativecommons.org/ of their first (index) dispensing of an licenses/by-nc-nd/3.0/ for details. oral antidiabetic medicine. The study care.diabetesjournals.org DIABETES CARE 1 Diabetes Care Publish Ahead of Print, published online June 4, 2013 Corticosteroids and diabetes complications included new users of either metformin or bioavailability of inhaled corticosteroids those medicines used to identify pa- sulfonylurea medicines, defined by those by comparison with that of oral cortico- tients), number of visits to an endocrinol- who did not have a dispensing of these steroids, the WHO-defined dose of in- ogist, number of visits to a pulmonary medicines in the 12 months prior. Users haled corticosteroids was reduced by a specialist, number of hospitalizations for of other classes of diabetes medicines factor of 10 (18). Users of corticosteroids conditions other than diabetes, exposure (, other oral , and were stratified into three groups: .0to to corticosteroids in the 12 months prior combination of metformin) were ex- ,0.25, $0.25 to ,0.83, and $0.83 to study entry, and cluded, as prescription of these medicines DDD/day. (HbA1c) testing in the 12 months prior to at the initiation of diabetes treatment is study entry. All covariates were time vary- not recommended as first-line pharmaco- Outcome definition ing, adjusted at study entry and then an- therapy and may relate to unusual clinical The study end point was time until first nually, apart from age, socioeconomic circumstances (16). Newly initiated med- hospitalization for a diabetes-related status, prior corticosteroid exposure, icine users were selected for study as these complication, defined by the ICD-10- and HbA1c testing, which were adjusted patients are less likely to have existing AM codes E11 and E13–E14 (15). These at baseline only. The subproportional complications than those who are on sec- include diabetic hyperosmolarity with or hazards assumption was confirmed by ex- ond- and third-line agents (insulin or without coma, diabetic with amining log[2log(survival)] curves, and other oral medications) (16). Comorbid or without coma, , no violation was detected. We also exam- COPD was identified from medicine use, , diabetic neuropa- ined cause-specific Cox proportional haz- defined as two dispensings of tiotropium thy, , and diabetic ar- ard models, with death censored and or ipratropium (ATC codes R03BB04 and thropathy. Follow-up commenced 12 adjusting for the same covariates as in- R03BB01, respectively) in the 6 months months from index dispensing of antidia- cluded in the competing risks regression preceding the first dispensing of the oral betes medicine. Participants were cen- analyses, to provide a more complete un- antidiabetic medicine. Figure 1 shows the sored at death or study end. derstanding of the association between flowchart of the study cohort selection corticosteroid use and time until diabetes criteria. Statistical analyses complication (22). Statistical analyses We used an intention-to-treat approach were performed using SAS 9.2 and Stata Calculation of corticosteroid dose to compare risk of diabetes complications 11.0. The total cumulative corticosteroid dose between users and nonusers of cortico- (both inhaled and systemic [oral], ATC steroids in our diabetes and COPD cohort. RESULTSdA total of 1,077 (5.9%) of codes R01AD-R03BA and H02AB01- These analyses assessed the effect of treat- the 18,226 patients with diabetes had AB10, respectively) was calculated in the ment in the first 12 months from incident comorbid COPD. In the 12 months after 12 months from study entry and converted antidiabetes medicine use. Characteristics study entry, corticosteroids were used by to a defined daily dose (DDD) per day of nonusers and users of corticosteroids 724 (67.2%) of those with diabetes and (17). In order to account for the systemic were compared using a Mann-Whitney COPD. For those who received a cortico- U test for continuous variables and x2 test steroid, the median corticosteroid dose for categorical variables. As death is a over the 12-month period was 0.34 DDD/ competing risk event in this elderly study day (IQR 0.11–0.83). The characteristics population that may preclude the onset of the study cohort at study entry are de- of the outcome of interest (time to hospi- scribed in Table 1. Those who were users talization for a diabetes-related compli- of corticosteroids had a statistically signif- cation), we calculated the cumulative icant greater number of comorbid condi- incidence of outcome of interest in the tions and hospitalizations and were more presence of competing risk events. Com- likely to visit an endocrinologist or pul- peting risk regression analyses were con- monary specialist. ducted using the Fine and Gray approach, After 1 year, there was little difference which extends the Cox model to compet- between the proportion of those who ing risks data by considering the subdis- had a hospitalization for a diabetes com- tribution hazard (19). The strength of the plication between nonusers (6.3% [95% association between each variable and the CI 4.01–9.63]) and users (7.1% [5.29– outcome was assessed using the subha- 9.16]) of corticosteroids (P = 0.37; data zard ratio (SHR), which is the ratio of haz- not shown). After 5 years of follow-up, ards associated with the cumulative 19.8% (18.72–23.45) of corticosteroid incidence function under different values users had a diabetes-related hospitaliza- of the covariates. Covariates included age, tion, by comparison with 16.2% sex, socioeconomic status (20), residential (16.91–22.84) for nonusers of corticoste- status (community dwelling or aged-care roids (P = 0.18). resident), number of comorbid conditions Shown in Fig. 2 is the dose-dependent (identified using the pharmaceutical- analysis of corticosteroid use and time to based comorbidity index, Rx-Risk-V hospitalization for a diabetes complica- [21], excluding those conditions used to tion. Stratification of corticosteroid dose Figure 1dStudy flowchart of diabetes and identify patients), number of prescribers, demonstrated that a total dose of $0.83 COPD cohort selection. number of unique medicines (excluding DDD/day, over the 12 months from study

2 DIABETES CARE care.diabetesjournals.org Caughey and Associates

Table 1dDemographic and clinical characteristics of study cohort (n = 1,077)

Diabetes and COPD Diabetes and COPD + corticosteroids (n = 353) (n = 724) P valuea Age (years, median, IQR) 80.2 (75.3–83.1) 79.7 (75.8–82.7) P =0.10 Sex (% male) 70.9% 71.0% P =0.97 Residential status (% RAC) 4.4% 4.8% P =0.93 Socioeconomic index of disadvantage P =0.59 Lowest disadvantage (%) 20.1% 20.3% Medium ⁄ low disadvantage (%) 24.8% 22.4% Medium ⁄ high disadvantage (%) 27.7% 30.9% Highest disadvantage (%) 27.4% 26.4% Number of comorbid conditionsb (median, IQR) 6 (4–8) 7 (5–9) P , 0.001 Number of unique medicinesb (median, IQR) 5 (3–9) 7 (4–11) P , 0.001 Number of prescribersb (median, IQR) 2 (1–3) 2 (1–4) P =0.05 Number hospitalizationsb (median, IQR) 1 (0–2) 1 (0–3) P =0.014 Use of medicines indicative of /hypertensionc (%) 92.5% 94.0% P =0.43 Corticosteroid used (%) 40.1% 86.8% P , 0.001 Number of corticosteroid prescriptionsc (median, IQR) 1 (0–2) 6 (2–11) P , 0.001 d HbA1c test 25.3% 23.3% P =0.49 c Number of HbA1c tests (mean, SD) 0.48 (0.77) 0.33 (0.69) P =0.013 Number hospitalizations in 12 months after study entryc (median, IQR) 1 (0–3) 2 (0–4) P =0.001 Endocrinologist visitd (%) 5.9% 9.4% P =0.028 Pulmonary specialist visitd (%) 24.2% 34.4% P , 0.001

RAC, residential aged care. aBy comparison with those with diabetes and COPD who were not dispensed corticosteroids in the 12 months after index date. bDe- termined in 6 months prior to study entry. cIncluded C02, antihypertensives; C03, ; C07, b-blockers; C08, calcium channel blockers; C09, agents acting on the renin-angiotensin system; C10, lipid-modifying agents. dDetermined in the 12 months after study entry. entry, resulted in a 94% increased risk of lower two doses of corticosteroids using P = 0.014), highlighting the increasing in- diabetes complication (SHR 1.94 [95% CI competing risk or Cox proportional haz- fluence of the competing risk of death, for 1.14–3.28], P = 0.014) by comparison ards regression analyses were similar. The this dose. with those who did not receive a cortico- HR for the higher-dose grouping of corti- We examined the risk of diabetes steroid (Table 2). Despite observing a costeroid $0.83 using Cox proportional hospitalizations in those who received dose-dependent increase in risk, this was hazards regression analysis demonstrated inhaled only, oral only, and both. Inhaled not statistically significant for the lower an increased risk (HR 2.46 [95% CI 1.45– corticosteroid only was received by two corticosteroid dose treatment groups 4.18], P =0.001)bycomparisonwith 24.8%, with a median total dose of 0.08 (Table 2). Hazard ratios (HRs) for both the competing risk (SHR 1.94 [1.14–3.28], DDD/day (IQR 0.03–0.13); 46.5% re- ceived an oral corticosteroid only, with a median total dose of 0.49 DDD /day (IQR 0.21–0.99); and 28.7% received both an inhaled and oral corticosteroid with a me- dian total dose of 0.64 DDD/day (IQR 0.07–3.04) (Table 3). Competing risk analysis stratified by corticosteroid use (inhaled, oral, and both) showed no sig- nificant association between corticoste- roid use and risk of a diabetes-related hospitalization (Table 3).

CONCLUSIONSdIn this large popu- lation-based study of older people with COPD and diabetes, a dose of cortico- steroids of $0.83 DDD/day in the 12 months after starting diabetes was associated with a 94% increased risk Figure 2dCumulative incidence of time to hospitalization for a diabetes complication stratified of having a hospitalization for a diabetes by total cumulative dose (DDD) of corticosteroids in the 12 months from study entry. complication. This increased risk was not evident for doses ,0.83 DDD/day. To our care.diabetesjournals.org DIABETES CARE 3 Corticosteroids and diabetes complications

Table 2dCompeting risk and Cox proportional hazards regression analyses for time to intensification of treatment. We stratified hospitalization for diabetes complication, stratified by total dose (DDD) of corticosteroid/day our analyses by type of corticosteroid dis- in the 12 months from study entrya pensed (inhaled, oral, or those who re- ceived both) and found no significant Competing risk Cox proportional hazards association with risk of diabetes-related hospitalization. However, the median SHR 95% CI P value HR 95% CI P value doses of each of these groups were lower $ Reference, no corticosteroids than 0.83 DDD/day, consistent with (n =353) our results, where an association of in- DDD .0to,0.25 (n = 358) 1.13 0.72–1.79 0.59 1.09 0.69–1.73 0.69 creased risk of diabetes-related hospitali- DDD $0.25 to ,0.83 (n = 154) 1.58 0.96–2.59 0.07 1.63 0.99–2.67 0.052 zation was only observed at these higher DDD $0.83 (n = 212) 1.94 1.14–3.28 0.014 2.46 1.45–4.18 0.001 doses. Previous studies have shown that SHR is from multivariable competing risk regression analyses. HR is from Cox proportional hazards re- a corticosteroids are associated with insu- gression analyses. Adjusted for age, sex, socioeconomic status, residential status, number of comorbid lin resistance, , and loss of conditions, number of prescribers, number of unique medicines, number of visits to an endocrinologist, number of visits to a pulmonary specialist, number of hospitalizations, prior exposure to corticosteroids, and diabetic control in a dose-dependent HbA1c testing in 12 months prior to study entry. manner in patients with diabetes (10,25). Corticosteroids have been shown to inhibit a number of steps in fi . knowledge, this is the rst study to have reports of use in 70% of patients with the insulin signaling network, leading examined the effect of corticosteroid dose COPD (24). to . These include in- on longer-term diabetes complications Whereas systemic corticosteroids are creased proteolysis, lipolysis, and free for patients with diabetes and comorbid known to increase diabetes risk (25), the fatty acid production, which can contrib- COPD. Older patients and those with a effects of inhaled corticosteroids are less ute to insulin resistance. Corticosteroids – comorbidity are generally excluded from well known. In a recent large population can also directly increase hepatic gluco- randomized clinical trials used to gener- based study of 388,584 patients with re- neogenesis, leading to hyperglycemia ate the evidence for clinical guidelines, spiratory disease, treatment with inhaled (26). The results of the current study decreasing the applicability of trial results corticosteroids was associated with a 34% provide an insight into potential safety – to real-world populations (23). The re- (RR 1.34 [95% CI 1.29 1.39]) increased concerns of corticosteroid use in a real- fi sults of this study suggest that, when risk of diabetes onset (de ned by com- world setting for the treatment of COPD they are necessary to use, corticosteroids mencement of an oral hypoglycemic in patients with comorbid diabetes, should be used in their minimally effec- agent), with the highest dose associated where both oral and systemic corticoste- tive dose for older patients with diabetes with the greatest risk (11). Furthermore, roids are used. This highlights the poten- and COPD. in a subset of patients with respiratory tial for longer-term adverse effects of The use of inhaled corticosteroids for disease and newly diagnosed diabetes higher doses of both oral and systemic patients with COPD has been the subject treated with oral hypoglycemic agents, in- corticosteroids on diabetes complica- of much debate (5). Inhaled corticoste- haled corticosteroid use was associated tions in older patients with diabetes and – roids have been shown to reduce the fre- with a 34% (RR 1.34 [1.17 1.53]) in- COPD. quency of exacerbations and decline in creased likelihood of progression to insu- Diabetes and COPD are common quality of life in people with COPD but lin use, with higher doses associated comorbid disorders, and both the preva- have no effect on the rate of decline in with a 54% increased risk (11). This dem- lence and incidence of are lung function or mortality (5). Although onstrates the short-term systemic effects higher in patients with COPD, by com- they are recommended for use in those of inhaled corticosteroid use, resulting in parisonwiththosewithoutCOPD with moderate to severe COPD, inhaled hyperglycemia and the subsequent need (27,28). The presence of comorbidity corticosteroids are used widely, with for the use of oral antidiabetic agents or adds considerable complexity to the ther- apeutic management, with .60% of those with diabetes having a comorbid d Table 3 Competing risk regression analyses for time to hospitalization for diabetes condition that may cause a treatment con- fi a complication, strati ed by inhaled corticosteroids, oral corticosteroids, or both flict, affecting both the benefits and risks associated with treatment choices (2). The Competing risk presence of both diabetes and COPD has been reported to be associated with Median dose DDD/day (IQR) SHR 95% CI value P greater care complexity (6). Greater num- Reference, no corticosteroids bers of comorbid conditions or the pres- (n =353) ence of comorbid cardiovascular disease, Inhaled only (n = 179) 0.08 (0.03–0.13) 0.92 0.54–1.56 0.74 hypertension, anxiety, or depression are Oral only (n = 337) 0.49 (0.21–0.99) 1.22 0.69–1.84 0.48 associated with increased respiratory im- Inhaled and oral (n = 208) 0.64 (0.26–1.03) 1.42 0.93–2.18 0.11 pairment and risk of hospitalization and mortality (5,28). Our results highlight the SHR is from multivariable competing risk regression analyses. aAdjusted for age, sex, socioeconomic status, residential status, number of comorbid conditions, number of prescribers, number of unique medicines, importance of the need for shared deci- number of visits to an endocrinologist, number of visits to a pulmonary specialist, number of hospitalizations, sion making in this population, where prior exposure to corticosteroids, and HbA1c testing in 12 months prior to study entry. treatment prioritization of the more

4 DIABETES CARE care.diabetesjournals.org Caughey and Associates symptomatic conditions, such as COPD, were included in our analyses as a proxy The authors thank the Australian Govern- needs to be balanced with both the short- for COPD disease severity, including ment DVA for providing the data used in this term and long-term harms associated number of unique medicines (which in- study. with use of corticosteroids for patients cluded b-agonists and ), num- with comorbid diabetes. Although we ber of visits to a pulmonary specialist, and have shown that longer-term adverse ef- number of hospitalizations (including References 1. Kerr EA, Heisler M, Krein SL, et al. Beyond fects on diabetes complications were only those that are COPD related). We also ad- comorbidity counts: how do comorbid- evident at higher doses of corticosteroids, justed for potential differences in diabetes ity type and severity influence diabetes use of corticosteroids (both inhaled and severity at study entry due to prior corti- patients’ treatment priorities and self- oral) in this patient population should be costeroid exposure in our analyses. management? J Gen Intern Med 2007;22: associated with close monitoring of blood Our study end point mainly included 1635–1640 glucose levels and a review of efficacy microvascular diabetes complications 2. Caughey GE, Roughead EE, Vitry AI, within 4–8 weeks of commencing inhaled and did not include macro/cardiovascular McDermott RA, Shakib S, Gilbert AL. therapy. Regular use of high-dose cortico- complications, as almost all of the study Comorbidity in the elderly with diabetes: . identification of areas of potential treat- steroids should be avoided where possible population ( 92%) had pre-existing car- fl ($0.83 DDD/day) for those individuals diovascular comorbidity at study entry. ment con icts. Diabetes Res Clin Pract 2010;87:385–393 with comorbid diabetes. The results of the current study are likely 3. Piette JD, Kerr EA. The impact of co- Our study has a number of limita- to be applicable to the older Australian fi morbid chronic conditions on diabetes tions. The identi cation of patients with population; age-specific comparisons of care. Diabetes Care 2006;29:725–731 COPD in our study was based on dis- DVA gold card holders with no service- 4. Fortin M, Soubhi H, Hudon C, Bayliss EA, pensings of either- the short or long- related disability with the wider Austra- van den Akker M. Multimorbidity’smany acting anticholinergic agent ipratropium lian population have shown similar rates challenges. BMJ 2007;334:1016–1017 or tiotropium, respectively. We have not of general practitioner visits, use of pre- 5. Rabe KF, Wedzicha JA. Controversies in included patients who are only taking b-2 scriptions, and hospitalizations (30). treatment of chronic obstructive pulmo- – agonists as these may also be used In conclusion, use of a higher dose of nary disease. Lancet 2011;378:1038 for asthma or in those with mild or newly corticosteroids is associated with an in- 1047 6. Grant RW, Wexler DJ, Ashburner JM, diagnosed COPD, and as such, we may creased risk of diabetes complications in Hong CS, Atlas SJ. Characteristics of have excluded patients with less severe diabetes patients with comorbid COPD. “complex” patients with type 2 diabetes COPD in our study. A recent Australian Use of corticosteroids in patients with mellitus according to their primary care study of patients with COPD showed that diabetes and COPD should be accompa- physicians. Arch Intern Med 2012;172: the majority (89%) used tiotropium or nied by regular review to ensure that 821–823 ipratropium as their regular COPD ther- minimally effective doses are used, effi- 7. McKenzie DK, Abramson M, Crockett AJ, apy (29). The use of an intention-to-treat cacy of treatment, and close monitoring et al.; on behalf of The Australian Lung analysis may have resulted in misclassifi- of blood glucose control. Treatment with Foundation. The COPD-X Plan: Australian cation of corticosteroid exposure during higher doses of corticosteroids in pa- and New Zealand Guidelines for the Man- follow-up; however, the median dose of tients with diabetes and COPD should agement of Chronic Obstructive Pulmonary Disease v2.30. Brisbane, Australian Lung corticosteroids within the second year af- be limited to optimize the balance be- Foundation, 2011 ter study entry was 0.27 DDD/day (IQR tween risk of benefits and longer-term – fi 8. Rabe KF, Hurd S, Anzueto A, et al.; Global 0.09 0.66), similar to that of the rst 12 adverse effects. Initiative for Chronic Obstructive Lung months, suggesting that this was mini- Disease. Global strategy for the diagnosis, mized. management, and prevention of chronic Although we included a number of AcknowledgmentsdThis study was funded obstructive pulmonary disease: GOLD covariates in our analyses to adjust for by a National Health and Medical Research executive summary. Am J Respir Crit Care several potential confounders, residual Council/Australian Research Council Ageing Med 2007;176:532–555 confounding from unmeasured covari- Well Ageing Productively Program grant (APP 9. The NHMRC and the Diabetes Australia ates may still exist. The issue of con- ID 401832). Guideline Development Consortium. No potential conflicts of interest relevant to National evidence based guidelines for the founding by indication also deserves this article were reported. management of type 2 diabetes mellitus consideration; those with more severe G.E.C. contributed to the study design and [Internet]. Available from http://www COPD are more likely to receive a corti- analysis plan, researched data, and wrote, re- .nhmrc.gov.au/publications/synopses/ costeroid, which may be associated with viewed, and edited the manuscript. A.K.P. di7todi13syn.htm. Accessed 12 Decem- the outcome of a diabetes-related hospi- contributed to the study design and analysis ber 2011 talization. Despite a lack of evidence to plan, performed data and statistical analysis, 10. Slatore CG, Bryson CL, Au DH. The asso- support that severity of COPD is on the and reviewed and edited the manuscript. A.I.V. ciation of inhaled corticosteroid use with causal pathway to an increased likelihood contributed to the study design and analysis serum glucose concentration in a large co- – of a diabetes-related hospitalization, there plan and reviewed and edited the manuscript. hort. Am J Med 2009;122:472 478 is, however, the potential that a nonbio- A.L.G. contributed to the study design and re- 11. Suissa S, Kezouh A, Ernst P. Inhaled cor- viewed and edited the manuscript. E.E.R. con- ticosteroids and the risks of diabetes onset logical causal bias exists; that is, compet- tributed to the study design and analysis plan, and progression. Am J Med 2010;123: ing priorities, whereby those who have researched data, and reviewed and edited the 1001–1006 more severe COPD may have less capacity manuscript. G.E.C. is the guarantor of this work 12. Australian Government Department of to focus on management of their comor- and, as such, had full access to all the data in the Veterans’ Affairs. Treatment population bid diabetes and therefore have poorer study and takes responsibility for the integrity of statistics, quarterly report June 2010 [In- diabetic control. A number of covariates the data and the accuracy of the data analysis. ternet]. Available from http://www.dva care.diabetesjournals.org DIABETES CARE 5 Corticosteroids and diabetes complications

.gov.au/aboutDVA/Statistics/Documents/ 18. Mash BRJ, Bheekie A, Jones PW. Inhaled 25. Blackburn D, Hux J, Mamdani M. Quan- TpopJun10.pdf. Accessed June 6th 2011 vs oral steroids for adults with chronic tification of the risk of corticosteroid- 13. World Health Organization Collaborating asthma. Cochrane Database Syst Rev induced diabetes mellitus among the Centre for Statistics Methodology. 2001;(1):CD002160 elderly. J Gen Intern Med 2002;17:717– Anatomical therapeutic chemical code 19. Fine JP, Gray RJ. A proportional hazards 720 classification index with defined daily doses model for the subdistribution of compet- 26. Ferris HA, Kahn CR. New mechanisms [Internet]. Available from http://www ing risks in survival analysis. J Am Stat of -induced insulin re- .Whocc.No/atcddd. Accessed 25 June 2010 Assoc 1999;94:496–509 sistance: make no about it. J Clin 14. Australian Government Department of 20. Australian Bureau of Statistics (ABS). Infor- Invest 2012;122(11):3854–3857 Health and Ageing. Schedule of pharma- mation Paper: Census of Population and Hous- 27. Rana JS, Mittleman MA, Sheikh J, et al. ceutical benefits. PBS for health pro- ing - Socioeconomic Indexes for Areas, Australia, Chronic obstructive pulmonary disease, fessionals. 2010. Available from http:// 2001. Canberra, Australia, ABS, 2003 asthma, and risk of type 2 diabetes in www.pbs.gov.au/html/healthpro/home. 21. Vitry AI, Wong SA, Roughead EE, Ramsay women. Diabetes Care 2004;27:2478– Accessed 1 July 2011 E, Barratt J. Validity of medication-based 2484 15. World Health Organization International co-morbidity indices in the Australian el- 28. Mannino DM, Thorn D, Swensen A, Classification of Diseases. International derly population. Aust N Z J Public Health Holguin F. Prevalence and outcomes of statistical classification of diseases and 2009;33:126–130 diabetes, hypertension and cardiovascular related health problems 10th revision. 22. Szychowski JM, Roth DL, Clay OJ, disease in COPD. Eur Respir J 2008;32: Geneva, World Health Org., 2007 Mittelman MS. Patient death as a censor- 962–969 16. Diabetes Australia, Royal Australian Col- ing event or competing risk event in 29. Ta M, George J. Management of chronic lege for General Practitioners. Diabetes models of nursing home placement. Stat obstructive pulmonary disease in Aus- Management in General Practice. Guidelines Med 2010;29:371–381 tralia after the publication of national for Type 2 Diabetes. 16th ed. Canberra, 23. Boyd CM, Darer J, Boult C, Fried LP, Boult L, guidelines. Intern Med J 2011;41:263– Diabetes Australia, 2010 Wu AW. Clinical practice guidelines and 270 17. World Health Organization Collaborating quality of care for older patients with mul- 30. Australian Institute of Health and Welfare Centre for Drug Statistics Methodology. De- tiple comorbid diseases: implications for pay (AIHW). Health Care Usage and Costs. fined daily dose: definition and general con- for performance. JAMA 2005;294:716–724 A Comparison of Veterans and War Widows siderations [Internet]. Available from http:// 24. Suissa S, Barnes PJ. Inhaled cortico- and Widowers with the Rest of the Com- www.Whocc.No/ddd/definition_and_general_ steroids in COPD: the case against. Eur munity. Canberra, AIHW, 2002 (Cat no. considera/. Accessed 25 June 2011 Respir J 2009;34:13–16 Phe42)

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