| Literature DB >> 26451101 |
Frank Trudo1, David M Kern2, Jill R Davis1, Ozgur Tunceli2, Siting Zhou2, Emma L Graham3, Charlie Strange4, Setareh A Williams1.
Abstract
BACKGROUND: Inhaled corticosteroid/long-acting β2-agonist combinations and/or long-acting muscarinic antagonists are recommended first-line therapies for preventing chronic obstructive pulmonary disease (COPD) exacerbation. Comparative effectiveness of budesonide/formoterol combination (BFC, an inhaled corticosteroid/long-acting β2-agonist combination) vs tiotropium (long-acting muscarinic antagonist) in the US has not yet been studied.Entities:
Keywords: COPD; administrative claims; comparative effectiveness; inhaled corticosteroid/long-acting β2-agonist combinations; long-acting muscarinic antagonist
Mesh:
Substances:
Year: 2015 PMID: 26451101 PMCID: PMC4592033 DOI: 10.2147/COPD.S90658
Source DB: PubMed Journal: Int J Chron Obstruct Pulmon Dis ISSN: 1176-9106
Propensity score matching results
| Matching variables | Prior to matching
| After matching
| ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| BFC (N=1,381) | Tiotropium (N=2,670) | BFC (N=1,198) | Tiotropium (N=1,198) | |||||||
| Demographics | ||||||||||
| Age (mean, SD) | 61.9 | 11.9 | 64.3 | 11.6 | <0.001 | 62.7 | 11.9 | 62.9 | 11.6 | 0.699 |
| Female (n, %) | 783 | 56.7% | 1,504 | 56.3% | 0.823 | 669 | 55.8% | 675 | 56.3% | 0.805 |
| Prior asthma diagnosis (n, %) | 630 | 45.6% | 795 | 29.8% | <0.001 | 492 | 41.1% | 497 | 41.5% | 0.836 |
| COPD severity | ||||||||||
| Prior COPD inpatient visits (mean, SD) | 0.22 | 0.50 | 0.31 | 0.54 | <0.001 | 0.22 | 0.50 | 0.24 | 0.52 | 0.466 |
| Prior COPD ED visits (mean, SD) | 0.30 | 0.61 | 0.42 | 0.92 | <0.001 | 0.32 | 0.63 | 0.32 | 0.65 | 0.921 |
| Prior OCS fills (mean, SD) | 2.31 | 2.40 | 1.90 | 2.16 | <0.001 | 2.23 | 2.34 | 2.22 | 2.37 | 0.912 |
| Prior antibiotic fills (mean, SD) | 3.36 | 2.79 | 2.99 | 2.74 | <0.001 | 3.34 | 2.75 | 3.29 | 2.76 | 0.675 |
| COPD medications | ||||||||||
| Prior SABA or SABA/SAMA fills (mean, SD) | 3.17 | 4.69 | 2.65 | 4.02 | <0.001 | 3.07 | 4.47 | 3.06 | 4.52 | 0.935 |
| Prior LABA fills (mean, SD) | 0.15 | 1.06 | 0.16 | 1.04 | 0.863 | 0.15 | 1.08 | 0.16 | 1.13 | 0.873 |
| Pre-index exacerbations (mean, SD) | 1.87 | 1.55 | 1.89 | 1.63 | 0.781 | 1.90 | 1.58 | 1.89 | 1.52 | 0.866 |
| Due to COPD-related inpatient visit (mean, SD) | 0.22 | 0.50 | 0.31 | 0.54 | <0.001 | 0.22 | 0.50 | 0.24 | 0.52 | 0.466 |
| Due to COPD-related ED visit (mean, SD) | 0.30 | 0.61 | 0.42 | 0.92 | <0.001 | 0.32 | 0.63 | 0.32 | 0.65 | 0.921 |
| Due to COPD outpatient/office visit + OCS and/or antibiotics (mean, SD) | 1.36 | 1.50 | 1.15 | 1.49 | <0.001 | 1.35 | 1.54 | 1.33 | 1.46 | 0.689 |
| Pre-index exacerbations, 0 vs 1+ (n, %) | 1,381 | 100% | 2,670 | 100% | NA | 1,198 | 100% | 1,198 | 100% | NA |
| Due to COPD-related inpatient visit (n, %) | 262 | 19.0% | 758 | 28.4% | <0.001 | 235 | 19.6% | 242 | 20.2% | 0.720 |
| Due to COPD-related ED visit (n, %) | 342 | 24.8% | 852 | 31.9% | <0.001 | 317 | 26.5% | 308 | 25.7% | 0.675 |
| Due to COPD outpatient/office visit + OCS and/or antibiotics (n, %) | 1,021 | 73.9% | 1,638 | 61.3% | <0.001 | 868 | 72.5% | 868 | 72.5% | 1.000 |
Notes: Additional balance was achieved on: index month; prescribing physician a pulmonologist; hospitalizations due to cardiovascular disease, pneumonia, or asthma; long-term oxygen use; number of inpatient stays >5 days; comorbid conditions (pneumonia, pulmonary hypertension, chronic respiratory failure, anxiety, depression or psychotropic drug use, coronary artery disease, left ventricle failure, diabetes, congestive heart failure, hypertension, and stroke); prior medication use categorized as 0, 1, or 2+ fills (OCS, antibiotics, ICS, LABA, roflumilast, theophylline, SABA, SAMA, SABA/SAMA combination, LTRA, any cardiovascular related, statins); influenza vaccination; pneumococcal vaccination; and continuity of care.
Abbreviations: BFC, budesonide/formoterol combination; COPD, chronic obstructive pulmonary disease; ED, emergency department; OCS, oral corticosteroid; SABA, short-acting β2-agonist; SAMA, short-acting muscarinic antagonist; LABA, long-acting β2-agonist; ICS, inhaled corticosteroid; LTRA, leukotriene receptor antagonist; SD, standard deviation; NA, not applicable.
Figure 1Patient selection.
Notes: Patient selection (left column) and attrition (right column) after applying each inclusion and exclusion criteria in a step-wise manner, starting with over 18 million individuals identified in the HIRE during the intake period and ending with 1,198 individuals matched within each treatment group.
Abbreviations: HIRE, HealthCore Integrated Research Environment; BFC, budesonide/formoterol combination; COPD, chronic obstructive pulmonary disease; ICD-9, International Classification of Diseases, 9th Revision; ICS/LABA, inhaled corticosteroid/long-acting β2-agonist; LAMA, long-acting muscarinic antagonist; OCS, oral corticosteroid.
Figure 2Primary outcome - time to first exacerbation.
Notes: Time to first COPD exacerbation by index treatment cohort during the 1-year follow-up period.
Abbreviations: BFC, budesonide/formoterol combination; HR, hazard ratio; CI, confidence interval; COPD, chronic obstructive pulmonary disease.
Primary outcome, sensitivity, and subgroup analyses
| BFC (N=1,198)
| Tiotropium (N=1,198)
| Hazard ratio | 95% CI
| |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| n | % | Median time to exacerbation | n | % | Median time to exacerbation | Lower | Upper | |||
| Primary outcome: time to first COPD exacerbation | 607 | 50.7 | 351.5 | 710 | 59.3 | 243.0 | 0.78 | 0.70 | 0.87 | <0.001 |
| Sensitivity analysis 1: Censor for treatment modification | 559 | 46.7 | ND | 577 | 48.2 | 245.0 | 0.79 | 0.71 | 0.89 | <0.001 |
| Sensitivity analysis 2: Starting follow-up on day 31 | 573 | 47.8 | ND | 673 | 56.2 | 248.5 | 0.78 | 0.70 | 0.87 | <0.001 |
| Subgroup analysis 1a: Patients with treatment modification | 138 | 65.7 | 183.0 | 309 | 69.9 | 158.0 | 0.88 | 0.72 | 1.08 | 0.229 |
| Subgroup analysis 1b: Patients without treatment modification | 469 | 47.5 | ND | 401 | 53.0 | 314.0 | 0.85 | 0.74 | 0.97 | 0.017 |
| Subgroup analysis 2: Patients 65 years of age and older | 276 | 58.8 | 263.0 | 311 | 65.2 | 198.0 | 0.84 | 0.71 | 0.98 | 0.031 |
| Within group with prior asthma diagnosis | 247 | 50.2 | 357.5 | 312 | 62.8 | 208.0 | 0.72 | 0.61 | 0.86 | <0.001 |
| Within group with no prior asthma diagnosis | 360 | 51.0 | 343.0 | 398 | 56.8 | 273.0 | 0.83 | 0.72 | 0.96 | 0.011 |
Notes:
Median time to exacerbation from Kaplan–Meier analysis. A value of “ND” indicates the median time to exacerbation could not be determined from the Kaplan–Meier analysis due to an insufficient proportion of patients having an exacerbation during the 12-month follow-up period.
Censoring for treatment modification: patients were censored if they switched or added-on an ICS/LABA or LAMA different from the index medication (ie, tiotropium patients who fill any ICS/LABA or other LAMA therapies; BFC patients filling other ICS/LABA or any LAMA therapies) during the 12-month post-index period.
Follow-up for COPD exacerbations started 31 days after the index date to ensure patients are allowed adequate exposure to the study medication before attributable outcomes are assessed. All persons contribute 335 days (1 year minus 30 days excluded from start of post-index period).
Including only those who had a treatment modification (ie, tiotropium patients who fill any ICS/LABA or other LAMA therapies; BFC patients filling other ICS/LABA or any LAMA therapies) (analytic sample size: n=210 BFC, 442 tiotropium).
Including only those who did not have a treatment modification (analytic sample size: n=988 BFC, 756 tiotropium).
Including only those 65 years and older on index date (analytic sample size: n=469 BFC, 477 tiotropium).
Interaction model is identical to the primary outcome with the addition of the main effect of a prior asthma diagnosis and an interaction term for the index drug with prior asthma diagnosis. Stratified estimates by asthma group were obtained from this interaction model. The median times to exacerbation come from a Kaplan–Meier analysis stratified by index medication and asthma diagnosis. The numbers in each group with asthma were BFC n=492, tiotropium n=497; and without asthma were BFC n=706, tiotropium n=701. The interaction term for index medication × prior asthma diagnosis was not statistically significant (P=0.2195).
Abbreviations: BFC, budesonide/formoterol combination; CI, confidence interval; COPD, chronic obstructive pulmonary disease; ICS, inhaled corticosteroid; LABA, long-acting β2-agonist; LAMA, long-acting muscarinic antagonist; ND, not determined.
Figure 3Exacerbation rates, counting all exacerbations during the post-index period.
Notes: Exacerbation rates allowing for multiple exacerbations during the 1-year follow-up period, overall and by exacerbation type.
Abbreviations: COPD, chronic obstructive pulmonary disease; ED, emergency department; OCS, oral corticosteroid; BFC, budesonide/formoterol combination; CI, confidence interval.
Health care resource utilization during the 12-month post-index period
| BFC (N =1,198) | Tiotropium (N=1,198) | Estimate | 95% CI
| |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Lower | Upper | |||||||||
| Inpatient hospitalizations | ||||||||||
| Number of patients with ≥1 event (n, %) | 385 | 32.1% | 413 | 34.5% | 0.91 | 0.76 | 1.08 | 0.282 | ||
| LOS (nights) (mean, SD, median) | 9.5 | 14.2 | 5.0 | 10.1 | 16.7 | 5.0 | −0.88 | −2.04 | 0.44 | 0.180 |
| ICU stays | ||||||||||
| Number of patients with ≥1 event (n, %) | 75 | 6.3% | 83 | 6.9% | 0.92 | 0.66 | 1.28 | 0.612 | ||
| LOS (nights) (mean, SD, median) | 2.4 | 8.4 | 1.0 | 2.7 | 13.6 | 1.0 | −0.45 | −1.22 | 0.70 | 0.386 |
| ED visits | ||||||||||
| Number of patients with ≥1 event (n, %) | 360 | 30.1% | 387 | 32.3% | 0.88 | 0.74 | 1.05 | 0.158 | ||
| Outpatient/office visits | ||||||||||
| Number of patients with ≥1 event (n, %) | 1,188 | 99.2% | 1,187 | 99.1% | 1.10 | 0.47 | 2.60 | 0.827 | ||
| Number of events (mean, SD, median) | 33.0 | 30.0 | 25.0 | 34.1 | 28.6 | 27.0 | −2.66 | −4.25 | −0.97 | 0.002 |
| Inpatient hospitalizations | ||||||||||
| Number of patients with ≥1 event (n, %) | 90 | 7.5% | 113 | 9.4% | 0.78 | 0.58 | 1.05 | 0.010 | ||
| LOS (nights) (mean, SD, median) | 6.9 | 9.7 | 4.0 | 6.1 | 6.8 | 4.0 | 0.91 | −0.56 | 2.77 | 0.248 |
| ICU stays | ||||||||||
| Number of patients with ≥1 event (n, %) | 7 | 0.6% | 14 | 1.2% | 0.50 | 0.20 | 1.25 | 0.137 | ||
| LOS (nights) (mean, SD, median) | 2.0 | 2.2 | 1.0 | 1.3 | 0.6 | 1.0 | 0.73 | −0.29 | 2.79 | 0.209 |
| ED visits | ||||||||||
| Number of patients with ≥1 event (n, %) | 164 | 13.7% | 202 | 16.9% | 0.77 | 0.61 | 0.96 | 0.023 | ||
| Outpatient/office visits | ||||||||||
| Number of patients with ≥1 event (n, %) | 889 | 74.2% | 1,040 | 86.8% | 0.44 | 0.35 | 0.55 | <0.001 | ||
| Number of events (mean, SD, median) | 7.7 | 11.8 | 3.0 | 9.8 | 14.5 | 4.0 | −1.68 | −2.26 | −1.05 | <0.001 |
Notes:
Odds ratio from chi-square test is used for categorical variables, and mean difference from negative binomial models for count variables. All models are adjusted for the analogous pre-index variable (ie, when analyzing the number of all-cause hospitalizations in the post-index, the model controls for the number of pre-index all-cause hospitalizations).
Length of stay analyses includes only patients with at least one event.
Abbreviations: BFC, budesonide/formoterol combination; CI, confidence interval; LOS, length of stay; SD, standard deviation; COPD, chronic obstructive pulmonary disease; ICU, intensive care unit, ED, emergency department.
Health care costs during the 12-month post-index period
| BFC (N=1,198)
| Tiotropium (N=1,198)
| Mean difference | 95% CI
| |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Mean | SD | Median | Mean | SD | Median | Lower | Upper | |||
| $21,681 | $60,517 | $9,929 | $24,374 | $46,428 | $11,564 | −$2,702 | −$4,160 | −$1,119 | 0.001 | |
| All-cause medical costs | $17,434 | $59,130 | $5,924 | $19,606 | $44,429 | $6,767 | −$2,234 | −$3,645 | −$672 | 0.006 |
| Inpatient hospitalization | $9,274 | $53,857 | $0 | $10,181 | $37,253 | $0 | −$1,080 | −$2,504 | $690 | 0.213 |
| Emergency department | $743 | $1,969 | $0 | $772 | $2,732 | $0 | −$1 | −$103 | $122 | 0.986 |
| Outpatient/office visit | $6,967 | $12,036 | $3,808 | $8,082 | $17,254 | $4,056 | −$1,404 | −$1,916 | −$845 | <0.001 |
| Skilled nursing facility | $450 | $2,909 | $0 | $571 | $3,177 | $0 | −$66 | −$129 | $12 | 0.091 |
| All-cause pharmacy costs | $4,247 | $5,864 | $2,834 | $4,768 | $5,175 | $3,482 | −$374 | −$601 | −$131 | 0.003 |
| $4,084 | $7,308 | $1,908 | $5,656 | $10,056 | $3,067 | −$1,360 | −$1,715 | −$967 | <0.001 | |
| COPD-related medical costs | $2,773 | $6,820 | $394 | $3,906 | $9,673 | $923 | −$968 | −$1,291 | −$596 | <0.001 |
| Inpatient hospitalization | $982 | $5,089 | $0 | $1,433 | $7,840 | $0 | −$417 | −$563 | −$235 | <0.001 |
| Emergency department | $291 | $1,060 | $0 | $380 | $1,500 | $0 | −$38 | −$86 | $20 | 0.184 |
| Outpatient/office visit | $1,287 | $2,743 | $304 | $1,745 | $3,523 | $557 | −$373 | −$520 | −$204 | <0.001 |
| Skilled nursing facility | $213 | $1,545 | $0 | $348 | $2,280 | $0 | −$149 | −$74 | −$117 | <0.001 |
| COPD-related pharmacy costs | $1,310 | $2,094 | $745 | $1,750 | $1,816 | $1,247 | −$387 | −$500 | −$261 | <0.001 |
Notes:
All post-index cost models adjusted for analogous pre-index costs; all-cause pharmacy costs include costs of index medication.
Mean differences are from gamma regression models (link = log). Statistical comparisons are comparing BFC to tiotropium (reference group). All models are adjusted for the analogous pre-index variable.
Abbreviations: BFC, budesonide/formoterol combination; CI, confidence interval; SD, standard deviation; COPD, chronic obstructive pulmonary disease.
COPD medication use – proportion of patients with at least one fill during the post-index period
| BFC (N=1,198)
| Tiotropium (N=1,198)
| Odds ratio | 95% CI
| |||||
|---|---|---|---|---|---|---|---|---|
| n | % | N | % | Lower | Upper | |||
| ICS monotherapy use | 79 | 6.6 | 145 | 12.1 | 0.45 | 0.33 | 0.62 | <0.001 |
| LABA monotherapy use | 25 | 2.1 | 54 | 4.5 | 0.37 | 0.21 | 0.64 | <0.001 |
| SABA | 609 | 50.8 | 651 | 54.3 | 0.84 | 0.71 | 1.00 | 0.043 |
| SAMA | 75 | 6.3 | 58 | 4.8 | 1.25 | 0.85 | 1.83 | 0.263 |
| SABA/SAMA combination use | 248 | 20.7 | 219 | 18.3 | 1.26 | 1.00 | 1.60 | 0.050 |
| LTRA monotherapy use | 183 | 15.3 | 172 | 14.4 | 1.13 | 0.83 | 1.55 | 0.448 |
| Roflumilast | 4 | 0.3 | 13 | 1.1 | 0.31 | 0.10 | 0.94 | 0.039 |
| Theophylline use | 46 | 3.8 | 48 | 4.0 | 0.95 | 0.53 | 1.69 | 0.857 |
| OCS monotherapy use | 636 | 53.1 | 645 | 53.8 | 0.95 | 0.81 | 1.12 | 0.553 |
| Antibiotic use | 937 | 78.2 | 912 | 76.1 | 1.09 | 0.90 | 1.33 | 0.378 |
| Non-index ICS/LABA use | 70 | 5.8 | 441 | 36.8 | NA | |||
| Non-index LAMA use | 162 | 13.5 | 1 | 0.1 | NA | |||
| Any non-index ICS/LABA or LAMA use | 210 | 17.5 | 442 | 36.9 | 0.36 | 0.30 | 0.44 | <0.001 |
Notes:
Prior use of the medication of interest (0 vs 1+ prescription fill) was included as a covariate in the post-index logistic regression model.
Non-index ICS/LABA use includes the fill of any ICS/LABA for the tiotropium cohort and any ICS/LABA other than BFC for the BFC cohort. Non-index LAMA use includes the fill of any LAMA for the BFC cohort and any LAMA other than tiotropium for the tiotropium cohort.
Abbreviations: BFC, budesonide/formoterol combination; CI, confidence interval; COPD, chronic obstructive pulmonary disease; ICS, inhaled corticosteroid; LABA, long-acting β2-agonist; LAMA, long-acting muscarinic antagonist; SABA, short-acting β2-agonist; SAMA, short-acting muscarinic antagonist; LTRA, leukotriene receptor antagonist; OCS, oral corticosteroid; NA, not applicable.