| Literature DB >> 35281476 |
David Mannino1, Michael Bogart2, Guillaume Germain3, Shirley P Huang2, Afisi S Ismaila4,5, François Laliberté3, Young Jung3, Sean D MacKnight3, Marjorie A Stiegler6,7, Mei Sheng Duh8.
Abstract
Purpose: Triple therapy (TT; inhaled corticosteroid, long-acting muscarinic antagonist, and long-acting β2-agonist) is recommended for patients with chronic obstructive pulmonary disease (COPD) at risk of exacerbation, although the optimum timing of TT initiation remains unclear. This study evaluated the impact of prompt versus delayed initiation of single-inhaler TT (fluticasone furoate, umeclidinium, and vilanterol [FF/UMEC/VI]) following a COPD exacerbation. Patients andEntities:
Keywords: chronic obstructive pulmonary disease; exacerbation; healthcare cost; single-inhaler triple therapy
Mesh:
Substances:
Year: 2022 PMID: 35281476 PMCID: PMC8906822 DOI: 10.2147/COPD.S337668
Source DB: PubMed Journal: Int J Chron Obstruct Pulmon Dis ISSN: 1176-9106
Figure 1Study design.
Figure 2Patient attrition.
Baseline Demographics and Clinical Characteristics of Unweighted and Propensity Score-Weighted Patient Cohorts
| Characteristics | Unweighted Cohorts | Weighted Cohortsa | ||||
|---|---|---|---|---|---|---|
| Prompt (N = 529) | Delayed (N = 1375) | Std. diff.b,c (%) | Prompt (N = 529) | Delayed (N = 1375) | Std. diff.b,c (%) | |
| 327.2 (118.1) | 383.6 (145.2) | 42.7 | 358.0 (137.4) | 369.4 (140.7) | 8.2 | |
| 8.0 (2.0–19.0) | 98.0 (62.0–136.0) | 8.0 (2.0–19.0) | 97.0 (61.0–135.0) | |||
| Agee, mean (SD) | 59.7 (7.6) | 60.1 (7.4) | 5.5 | 59.8 (7.5) | 59.9 (7.4) | 1.5 |
| Femalee, (%) | 277 (52.4) | 674 (49.0) | 6.7 | 277 (52.4) | 689 (50.1) | 4.5 |
| 2017 | 6 (1.1) | 96 (7.0) | 29.6 | 23 (4.4) | 73 (5.3) | 4.4 |
| 2018 | 329 (62.2) | 969 (70.5) | 17.5 | 363 (68.7) | 938 (68.2) | 1.1 |
| 2019 | 194 (36.7) | 310 (22.5) | 30.9 | 142 (26.9) | 364 (26.5) | 1.0 |
| South | 319 (60.3) | 803 (58.4) | 3.9 | 313 (59.1) | 810 (58.9) | 0.5 |
| Midwest | 105 (19.8) | 277 (20.1) | 0.7 | 106 (20.0) | 275 (20.0) | 0.1 |
| Northeast | 73 (13.8) | 215 (15.6) | 5.2 | 77 (14.6) | 209 (15.2) | 1.8 |
| West | 32 (6.0) | 80 (5.8) | 1.0 | 33 (6.3) | 81 (5.9) | 1.5 |
| PPO | 467 (88.3) | 1195 (86.9) | 4.2 | 468 (88.4) | 1203 (87.5) | 2.7 |
| HMO | 27 (5.1) | 95 (6.9) | 7.6 | 28 (5.3) | 87 (6.3) | 4.4 |
| POS | 23 (4.3) | 65 (4.7) | 1.8 | 26 (5.0) | 63 (4.6) | 1.7 |
| Indemnity/traditional | 7 (1.3) | 12 (0.9) | 4.3 | 4 (0.8) | 13 (0.9) | 1.6 |
| Unknown | 5 (0.9) | 8 (0.6) | 4.2 | 3 (0.6) | 9 (0.7) | 0.8 |
| 1.5 (1.6) | 1.6 (1.7) | 5.9 | 1.5 (1.6) | 1.6 (1.7) | 3.2 | |
| 118 (22.3) | 325 (23.6) | 3.2 | 113 (21.4) | 317 (23.1) | 3.9 | |
| Moderate exacerbationh | 442 (83.6) | 1130 (82.2) | 3.6 | 430 (81.2) | 1136 (82.6) | 3.6 |
| Severe exacerbationi | 87 (16.4) | 245 (17.8) | 3.6 | 99 (18.8) | 239 (17.4) | 3.6 |
| Multiple exacerbations | 124 (23.4) | 311 (22.6) | 2.0 | 124 (23.4) | 315 (22.9) | 1.3 |
| Systemic corticosteroids | 329 (62.2) | 882 (64.1) | 4.0 | 338 (63.9) | 874 (63.6) | 0.7 |
| SABA | 311 (58.8) | 839 (61.0) | 4.5 | 313 (59.1) | 828 (60.2) | 2.2 |
| ICS/LABA | 207 (39.1) | 568 (41.3) | 4.4 | 211 (39.8) | 562 (40.8) | 2.1 |
| LAMA (single-inhaler) | 93 (17.6) | 293 (21.3) | 9.4 | 103 (19.5) | 280 (20.4) | 2.2 |
| Leukotriene modifiers | 91 (17.2) | 239 (17.4) | 0.5 | 88 (16.7) | 239 (17.4) | 2.0 |
| LAMA/LABA | 80 (15.1) | 187 (13.6) | 4.3 | 68 (12.8) | 192 (13.9) | 3.4 |
| SAMA/SABA | 67 (12.7) | 162 (11.8) | 2.7 | 69 (13.1) | 167 (12.2) | 2.7 |
| ICS (single-inhaler) | 29 (5.5) | 94 (6.8) | 5.6 | 27 (5.1) | 88 (6.4) | 5.6 |
| SAMA | 16 (3.0) | 22 (1.6) | 9.5 | 11 (2.0) | 26 (1.9) | 0.5 |
| LABA (single-inhaler) | 4 (0.8) | 12 (0.9) | 1.3 | 4 (0.8) | 12 (0.8) | 0.1 |
| PDE-4 inhibitors | 3 (0.6) | 17 (1.2) | 7.1 | 6 (1.1) | 15 (1.1) | 0.5 |
| Methylxanthines | 2 (0.4) | 9 (0.7) | 3.9 | 3 (0.5) | 8 (0.6) | 0.8 |
| Biologic agents | 2 (0.4) | 1 (0.1) | 6.4 | 1 (0.2) | 2 (0.1) | 1.0 |
| | ||||||
| Total medical costs | $12,815 (22,616) | $17,451 (42,968) | 13.5 | $15,125 (25,454) | $16,102 (39,525) | 2.9 |
| Hospitalization costs | $5986 (16,789) | $7625 (25,542) | 7.6 | $7533 (18,996) | $7169 (24,389) | 1.7 |
| ER visit costs | $333 (799) | $376 (1116) | 4.4 | $315 (747) | $363 (1047) | 5.2 |
| Outpatient visit costs | $6496 (12,959) | $9449 (30,318) | 12.7 | $7277 (14,232) | $8570 (26,887) | 6.0 |
| | ||||||
| Total medical costs | $5412 (14,350) | $7821 (21,766) | 13.1 | $7556 (19,406) | $7141 (20,072) | 2.1 |
| Hospitalization costs | $3803 (13,079) | $5423 (18,864) | 10.0 | $5415 (16,537) | $4975 (17,595) | 2.6 |
| ER visit costs | $134 (492) | $172 (866) | 5.4 | $129 (474) | $160 (780) | 4.8 |
| Outpatient visit costs | $1475 (4561) | $2225 (10,278) | 9.4 | $2012 (6997) | $2006 (9040) | 0.1 |
Notes: a Prompt and delayed patients were weighted using the inverse probability of treatment weighting approach based on the propensity score. The number of patients provided for the weighted cohorts are based on the weighted pseudo-population, which was normalized by the mean weight to ensure that the weighted cohorts had the same number of patients as the unweighted cohorts. Variables used in the propensity score calculation include the following: age, sex, year/quarter of index date, US region, type of insurance plan (ie, PPO, HMO, POS, and other types), Quan-CCI score, asthma diagnosis, type of COPD exacerbation on the index date, patients with multiple events in the index exacerbation, respiratory medication use, all-cause and COPD-related HRU and medical costs (hospitalization, ER, and outpatient components), and comorbidities (those with ≥5% prevalence in either cohort). b For continuous variables, the std. diff. was calculated by dividing the absolute difference in means of the control and the case by the pooled SD of both groups. The pooled SD is the square root of the average of the squared SDs. c For dichotomous variables, the std. diff. is calculated using the following equation where P is the respective proportion of participants in each group: |(Pcase−Pcontrol)|/√[(Pcase(1−Pcase) + Pcontrol (1−Pcontrol))/2]. d The observation period spanned from the index date until the earliest of health plan disenrollment or end of data availability. e Evaluated at index date. f Evaluated during the 12-month baseline period. g Quan et al 2005.31 h Moderate COPD exacerbation was defined as an outpatient or ER visit with a primary diagnosis code for COPD exacerbation and at least one dispensing/administration of a systemic corticosteroid or guideline-recommended antibiotic within 5 days following, or prior to, the visit. i Severe COPD exacerbation was defined as an inpatient hospitalization with a diagnosis code for COPD exacerbation in the primary position. j Evaluated during the 12-month baseline, including the index date. k Costs were inflated to $US 2019 using the US Medical Care Consumer Price Index from the Bureau of Labor Statistics, US Department of Labor. l COPD-related HRU and costs were identified as any claim with a primary or secondary diagnosis of COPD.
Abbreviations: COPD, chronic obstructive pulmonary disease; ER, emergency room; HRU, healthcare resource utilization; HMO, health maintenance organization; ICS, inhaled corticosteroid; IQR, interquartile range; LABA, long-acting β2-agonist; LAMA, long-acting muscarinic antagonist; PDE-4, phosphodiesterase-4; POS, point-of-service; PPO, preferred provider organization; Quan-CCI, Quan-Charlson comorbidity index; SABA, short-acting β2-agonist; SAMA, short-acting muscarinic antagonist; SD, standard deviation; Std. diff., standardized difference.
Rates of COPD Exacerbations Among Weighted Prompt and Delayed Cohorts
| COPD Exacerbations | Number of Events | Rate (PPY) | Rate Ratioa (95% CI)b [A]/[B] | p-valueb | ||
|---|---|---|---|---|---|---|
| Prompt (N = 529) | Delayed (N = 1375) | Prompt [A] | Delayed [B] | |||
| 358.0 (137.4) | 369.4 (140.7) | |||||
| Overall exacerbations | 506 | 1708 | 0.98 | 1.23 | 0.79 (0.65, 0.94) | 0.004 |
| Moderate exacerbationsd | 447 | 1430 | 0.86 | 1.03 | 0.84 (0.69, 0.99) | 0.038 |
| Severe exacerbationse | 59 | 278 | 0.11 | 0.20 | 0.57 (0.37, 0.79) | 0.002 |
Notes: Prompt and delayed patients were weighted using the inverse probability of treatment weighting approach based on the propensity score. Variables used in the propensity score calculation included the following: age, sex, year/quarter of index date, US region, type of insurance plan (ie, PPO, HMO, POS, and other types), Quan-CCI score (categories of 0, 1, 2, and 3+), asthma diagnosis, type of COPD-related exacerbation on the index date, patients with multiple events in the index exacerbation, respiratory medication use, all-cause and COPD-related HRU and medical costs, and comorbidities (those with ≥5% prevalence in either cohort). a Rate ratios were calculated from Poisson regression models with log-link. b CIs and p-values were calculated using non-parametric bootstrap procedures with 999 replications. c The observation period spanned from the index date until the earliest of health plan disenrollment or end of data availability. d Moderate COPD exacerbations were defined as an outpatient or ER visit with a COPD exacerbation diagnosis code in the primary position and at least one dispensing/administration of a systemic corticosteroid or guideline-recommended antibiotic within 5 days following, or prior to, the visit. e Severe COPD exacerbations were defined as an inpatient hospitalization with a diagnosis code for COPD exacerbation in the primary position.
Abbreviations: CI, confidence interval; COPD, chronic obstructive pulmonary disease; ER, emergency room; HMO, health maintenance organization; HRU, healthcare resource utilization; POS, point-of-service; PPO, preferred provider organization; PPY, per person-year; Quan-CCI, Quan-Charlson comorbidity index; SD, standard deviation.
Figure 3Time-to-first COPD exacerbation for (A) overall exacerbations, (B) moderate exacerbations, and (C) severe exacerbations (weighted analysis)a.
Healthcare Costs Among Weighted Prompt and Delayed Cohorts
| Healthcare Costs | Prompt [A] N = 529 | Delayed [B] N = 1375 | Cost Difference (95% CI)a | p-valuea |
|---|---|---|---|---|
| 358.0 (137.4) | 369.4 (140.7) | |||
| | ||||
| Total costs (medical + pharmacy) | $26,107 ($44,967) | $32,400 ($61,154) | −6293 (−11,698, −1170) | 0.014 |
| Total medical costs | $18,870 ($43,079) | $24,360 ($59,083) | −5489 (−10,383, −644) | 0.026 |
| Hospitalization costs | $6201 ($25,063) | $9346 ($42,669) | −3145 (−6297, −238) | 0.032 |
| Outpatient visit costs | $12,250 ($30,776) | $14,517 ($35,814) | −2267 (−5629, 1697) | 0.204 |
| ER visit costs | $419 ($1354) | $496 ($1743) | −77 (−251, 126) | 0.426 |
| Pharmacy costs | $7237 ($9556) | $8040 ($11,000) | −803 (−1935, 479) | 0.180 |
| | ||||
| Total costs (medical + pharmacy) | $12,694 ($26,740) | $17,640 ($45,377) | −4946 (−8288, −1832) | 0.002 |
| Total medical costs | $8919 ($26,065) | $13,286 ($45,277) | −4367 (−7656, −1307) | 0.004 |
| Hospitalization costs | $5499 ($24,430) | $8075 ($41,160) | −2576 (−5658, 173) | 0.066 |
| Outpatient visit costs | $3223 ($7107) | $4909 ($15,827) | −1686 (−2873, −302) | 0.018 |
| ER visit costs | $197 ($898) | $303 ($1520) | −105 (−241, 38) | 0.138 |
| Pharmacy costs | $3775 ($2881) | $4353 ($3239) | −579 (−929, −222) | 0.004 |
Notes: Prompt and delayed patients were weighted using the inverse probability of treatment weighting approach based on the propensity score. Variables used in the propensity score calculation included the following: age, sex, year/quarter of index date, US region, type of insurance plan (ie, PPO, HMO, POS, and other types), Quan-CCI score (categories of 0, 1, 2, and 3+), asthma diagnosis, type of COPD-related exacerbation on the index date, patients with multiple events in the index exacerbation, respiratory medication use, all-cause and COPD-related HRU and medical costs, and comorbidities (those with ≥5% prevalence in either cohort). a CIs and p-values were calculated using non-parametric bootstrap procedures with 999 replications. b The observation period spanned from the index date to the earliest of health plan disenrollment or end of data availability. c All costs were inflation-adjusted to 2019 US dollars based on the medical care component of the Consumer Price Index. d A claim was considered COPD-related if it was associated with a primary or secondary diagnosis of COPD.
Abbreviations: CI, confidence interval; COPD, chronic obstructive pulmonary disease; ER, emergency room; HMO, health maintenance organization; HRU, healthcare resource utilization; POS, point-of-service; PPO, preferred provider organization; PPY, per person-year; Quan-CCI, Quan-Charlson comorbidity index; SD, standard deviation.
Figure 4Time-to-first (A) all-cause and (B) COPD-related hospital readmission (weighted analysis)a.