| Literature DB >> 31190781 |
Victoria Federico Paly1, Ian Naya2, Necdet B Gunsoy3, Maurice T Driessen4, Nancy Risebrough5, Andrew Briggs6, Afisi S Ismaila7,8.
Abstract
Purpose: Clinically important deterioration (CID) in chronic obstructive pulmonary disease (COPD) is a novel composite endpoint that assesses disease stability. The association between short-term CID and future economic and quality of life (QoL) outcomes has not been previously assessed. This analysis considers 3-year data from the TOwards a Revolution in COPD Health (TORCH) study, to examine this question. Patients and methods: This post hoc analysis of TORCH (NCT00268216) compared costs and utilities at 3 years among patients without CID (CID-) and with CID (CID+) at 24 weeks. A positive CID status was defined as either: a deterioration in forced expiratory volume in 1 second (FEV1) of ≥100 mL from baseline; or a ≥4-unit increase from baseline in St George's Respiratory Questionnaire (SGRQ) total score; or the incidence of a moderate/severe exacerbation. Patients from all treatment arms were included. Utility change was based on the EQ-5D utility index. Costs were based on healthcare resource utilization from 24 weeks to end of follow-up combined with unit costs for the UK (2016 GBP), and reported as per patient per year (PPPY). Adjusted estimates were generated controlling for baseline characteristics, treatment assignment, and number of CID criteria met.Entities:
Keywords: EQ-5D; direct medical costs; resource utilization; utilities
Mesh:
Substances:
Year: 2019 PMID: 31190781 PMCID: PMC6524132 DOI: 10.2147/COPD.S188898
Source DB: PubMed Journal: Int J Chron Obstruct Pulmon Dis ISSN: 1176-9106
Figure 1Study design.
Abbreviation: CID, clinically important deterioration.
Direct medical costs included in the CID analysis
| Resource | Unit cost (2016 GBP) | Source/assumptions |
|---|---|---|
| General ward day | 1,307.26 | NHS reference cost 2015–16; adult critical care, 0–6 organs supported – code XC01Z-XC06Z |
| ICU day | 425.81 | NHS reference cost 2015–2016; weighted average costs by all COPD severities for nonelective long stay |
| ED visit | 195.81 | NHS reference cost 2015–2016; VB05Z – emergency medicine, category 2 investigation with category 3 treatment, type-1 non-admitted |
| Office visit | 65.86 | Personal social service research unit – unit costs of health & social care 2015, clinical consultation lasting 17.2 mins; inflated to 2016 |
| Home visit | 129.88 | Personal social service research unit – unit costs of health & social care 2011, home visit lasting 23.4 mins; inflated to 2016 |
| Outpatient visit | 145.54 | NHS reference cost 2015–2016; WF01A – respiratory medicine |
Abbreviations: CID, clinically important deterioration; COPD, chronic obstructive pulmonary disease; ED, emergency department; GBP, Great British Pounds; ICU, intensive care unit; NHS, national health service.
Figure 2Patient disposition.
Abbreviations: CID, clinically important deterioration; COPD, chronic obstructive pulmonary disease; EQ-5D, EuroQol 5-dimensional scale; TORCH, TOwards a Revolution in COPD Health.
Baseline demographics and characteristics
| CID- (N=1,832) | CID+ (N=1,937) | |
|---|---|---|
| 64.4 (8.4) | 64.1 (8.2) | |
| 1,442 (79) | 1,472 (76) | |
| White | 1,458 (80) | 1,581 (82) |
| Asian | 279 (15) | 242 (12) |
| Black | 29 (2) | 22 (1) |
| American Hispanic | 54 (3) | 74 (4) |
| Other | 12 (1) | 18 (1) |
| Western Europe | 537 (29) | 640 (33) |
| USA | 330 (18) | 400 (21) |
| Eastern Europe | 457 (25) | 388 (20) |
| Asia Pacific | 276 (15) | 240 (12) |
| Other | 232 (13) | 269 (14) |
| 803 (44) | 856 (44) | |
| 2.9 (1.5) | 3.2 (1.6) | |
| 940 (51) | 1,149 (59) | |
| 0 | 140 (8) | 164 (8) |
| 1 | 904 (49) | 812 (42) |
| 2 | 544 (30) | 656 (34) |
| 3 | 204 (11) | 242 (12) |
| 4 | 40 (2) | 60 (3) |
| 1,269.3 (431.5) | 1,292.3 (447.3) | |
| 47.3 (16.5) | 48.0 (17.4) | |
| 0.755 (0.200) | 0.736 (0.213) | |
| FEV1 criterion only | NA | 472 (24) |
| SGRQ criterion only | NA | 252 (13) |
| Exacerbation criterion only | NA | 692 (36) |
| Any 2 criteria | NA | 455 (23) |
| All 3 criteria | NA | 66 (3) |
Note: *Baseline EQ-5D across all patients was used to generate adjusted estimates for all other EQ-5D outcomes.
Abbreviations: CID, clinically important deterioration; COPD, chronic obstructive pulmonary disease; EQ-5D, EuroQol 5-dimensional scale; FEV1, forced expiratory volume in 1 second; mMRC, modified Medical Research Council; NA, not applicable; SD, standard deviation; SGRQ, St George’s Respiratory Questionnaire.
EQ-5D utility changes and health resource utilization by CID status
| EQ-5D, N* | CID- | CID+ | Mean difference (CID- vs CID+) | |
|---|---|---|---|---|
| 929 | 1,060 | |||
| EQ-5D utility at baseline† | 0.756 (0.737, 0.755) | |||
| EQ-5D utility at 3 years, mean (95% CI) | 0.752 (0.738, 0.765) | 0.697 (0.685, 0.710) | +0.054 | <0.001 |
| EQ-5D utility change from baseline to 3 years, mean (95% CI) | 0.005 (−0.009, 0.019) | −0.049 (−0.061, −0.036) | +0.054 | <0.001 |
| EQ-5D utility at Week 24, mean (95% CI) | 0.783 (0.772, 0.795) | 0.741 (0.730, 0.751) | +0.043 | <0.001 |
| EQ-5D utility change from Week 24 to 3 years, mean (95% CI) | −0.032 (−0.047, −0.017) | −0.043 (−0.057, −0.029) | +0.011 | 0.602 |
| General ward days PPPY, mean (95% CI) | 0.607 (0.502, 0.733) | 1.017 (0.859, 1.205) | −0.410 | 0.003 |
| ICU days PPPY, mean (95% CI) | 0.022 (0.010, 0.050) | 0.015 (0.007, 0.033) | +0.007 | 0.594 |
| ED visits PPPY, mean (95% CI) | 0.020 (0.015, 0.025) | 0.042 (0.035, 0.052) | −0.023 | <0.001 |
| Office visits PPPY, mean (95% CI) | 0.261 (0.234, 0.292) | 0.452 (0.410, 0.499) | −0.191 | <0.001 |
| Home visits PPPY, mean (95% CI) | 0.003 (0.002, 0.006) | 0.012 (0.007, 0.018) | −0.008 | <0.001 |
| Outpatient visits PPPY, mean (95% CI) | 0.165 (0.143, 0.192) | 0.233 (0.204, 0.265) | −0.067 | 0.029 |
Notes: *EQ-5D was evaluated in only a subset of countries participating in the TORCH study; †baseline EQ-5D across all patients was used to generate adjusted estimates for all other EQ-5D outcomes.
Abbreviations: CI, confidence interval; CID, clinically important deterioration; ED, emergency department; EQ-5D EuroQol 5-dimensional scale; FP, fluticasone propionate; GBP, Great British Pounds; ICU, intensive care unit; PPPY, per patient per year; SAL, salmeterol; SGRQ, St George’s Respiratory Questionnaire; TORCH, TOwards a Revolution in COPD Health.
Healthcare resource utilization by CID status and by treatment
| CID- (N=2,421) | CID+ (N=2,871) | Mean difference (CID- vs CID+) | ||
|---|---|---|---|---|
| Placebo | 0.587 (0.389, 0.886) | 1.475 (1.049, 2.076) | −0.889 | <0.001 |
| FP 500 mcg | 0.638 (0.438, 0.931) | 1.154 (0.821, 1.622) | −0.516 | 0.023 |
| SAL 50 mcg | 0.560 (0.386, 0.813) | 0.694 (0.492, 0.977) | −0.133 | 0.409 |
| FP/SAL 500/50 mcg | 0.645 (0.454, 0.915) | 0.898 (0.631, 1.278) | −0.253 | 0.191 |
| Placebo | 0.016 (0.003, 0.089) | 0.076 (0.014, 0.412) | −0.060 | 0.218 |
| FP 500 mcg | 0.029 (0.006, 0.136) | 0.005 (0.001, 0.029) | +0.024 | 0.166 |
| SAL 50 mcg | 0.010 (0.002, 0.057) | 0.004 (0.001, 0.024) | +0.006 | 0.454 |
| FP/SAL 500/50 mcg | 0.047 (0.010, 0.220) | 0.030 (0.005, 0.179) | +0.017 | 0.722 |
| Placebo | 0.017 (0.010, 0.028) | 0.060 (0.042, 0.085) | −0.043 | <0.001 |
| FP 500 mcg | 0.015 (0.009, 0.025) | 0.033 (0.022, 0.048) | −0.018 | 0.015 |
| SAL 50 mcg | 0.028 (0.018, 0.043) | 0.034 (0.023, 0.050) | −0.006 | 0.520 |
| FP/SAL 500/50 mcg | 0.021 (0.014, 0.032) | 0.048 (0.034, 0.069) | −0.028 | 0.003 |
| Placebo | 0.279 (0.220, 0.355) | 0.479 (0.395, 0.580) | −0.199 | <0.001 |
| FP 500 mcg | 0.242 (0.193, 0.302) | 0.605 (0.500, 0.732) | −0.363 | <0.001 |
| SAL 50 mcg | 0.253 (0.204, 0.314) | 0.397 (0.326, 0.482) | −0.144 | 0.003 |
| FP/SAL 500/50 mcg | 0.274 (0.223, 0.337) | 0.363 (0.297, 0.444) | −0.089 | 0.056 |
| Placebo | 0.003 (0.001, 0.008) | 0.012 (0.005, 0.026) | −0.009 | 0.027 |
| FP 500 mcg | 0.003 (0.001, 0.008) | 0.014 (0.006, 0.029) | −0.011 | 0.013 |
| SAL 50 mcg | 0.003 (0.001, 0.009) | 0.009 (0.004, 0.021) | −0.005 | 0.146 |
| FP/SAL 500/50 mcg | 0.005 (0.002, 0.013) | 0.012 (0.006, 0.026) | −0.006 | 0.159 |
| Placebo | 0.154 (0.112, 0.212) | 0.255 (0.197, 0.331) | −0.101 | 0.016 |
| FP 500 mcg | 0.122 (0.090, 0.164) | 0.269 (0.209, 0.347) | −0.147 | <0.001 |
| SAL 50 mcg | 0.240 (0.180, 0.320) | 0.197 (0.150, 0.257) | +0.043 | 0.324 |
| FP/SAL 500/50 mcg | 0.164 (0.125, 0.215) | 0.213 (0.163, 0.278) | −0.049 | 0.176 |
Abbreviations: CI, confidence interval; CID, clinically important deterioration; ED, emergency department; FP, fluticasone propionate; GBP, Great British Pounds; ICU, intensive care unit; PPPY, per patient per year; SAL, salmeterol.
Figure 3Total direct costs PPPY* (2016 GBP)† by CID status, for all treatments (A) and by individual treatment (B). *Cost data are presented to three significant figures for values of four figures or more and to the nearest pound for values of three figures or less; †adjusted using a two-part modeling approach, where a logistic regression was run to predict the likelihood of having costs >0, followed by a generalized linear model (gamma distribution with a log link) run for patients with positive costs. The results of these two models were then used to calculate predicted cost estimates for each patient. 95% CIs were generated using 5,000 bootstrapped samples (sampling with replacement). Analysis of complete cases was weighted by the inverse probability of being a complete case.
Abbreviations: CI, confidence interval; CID, clinically important deterioration; FP, fluticasone propionate; GBP, Great British Pounds; PPPY, per patient per year; SAL, salmeterol.
Figure 4EQ-5D score by time and CID status at Week 24 and 3 years. *EQ-5D was administered in only a subset of countries participating in the TORCH study.
Abbreviations: CID, clinically important deterioration; EQ-5D, EuroQol 5-dimensional scale; TORCH, TOwards a Revolution in COPD Health.
EQ-5D utility changes by CID status and by treatment
| EQ-5D, N* | CID- (N=2,421) | CID+ (N=2,871) | Mean difference (CID- vs CID+) | |
|---|---|---|---|---|
| 929 | 1,060 | |||
| Placebo | 0.749 (0.720, 0.779) | 0.685 (0.660, 0.711) | +0.064 | 0.001 |
| FP 500 mcg | 0.740 (0.713, 0.768) | 0.701 (0.676, 0.726) | +0.039 | 0.038 |
| SAL 50 mcg | 0.750 (0.723, 0.778) | 0.696 (0.671, 0.720) | +0.055 | 0.006 |
| FP/SAL 500/50 mcg | 0.766 (0.739, 0.792) | 0.706 (0.682, 0.731) | +0.059 | 0.001 |
| Placebo | 0.003 (−0.027, 0.033) | −0.061 (−0.086, −0.036) | +0.064 | 0.001 |
| FP 500 mcg | −0.006 (−0.034, 0.021) | −0.045 (−0.070, −0.020) | +0.039 | 0.038 |
| SAL 50 mcg | 0.004 (−0.023, 0.031) | −0.050 (−0.075, −0.026) | +0.055 | 0.004 |
| FP/SAL 500/50 mcg | 0.019 (−0.007, 0.046) | −0.040 (−0.065, −0.015) | +0.059 | 0.001 |
| Placebo | 0.786 (0.762, 0.811) | 0.736 (0.716, 0.757) | +0.050 | 0.002 |
| FP 500 mcg | 0.762 (0.740, 0.785) | 0.734 (0.714, 0.754) | +0.028 | 0.069 |
| SAL 50 mcg | 0.786 (0.764; 0.808) | 0.743 (0.723, 0.763) | +0.043 | 0.007 |
| FP/SAL 500/50 mcg | 0.798 (0.777, 0.820) | 0.748 (0.727, 0.768) | +0.051 | <0.001 |
| Placebo | −0.037 (−0.070, −0.004) | −0.051 (−0.079, −0.023) | +0.014 | 0.523 |
| FP 500 mcg | −0.022 (−0.052, 0.008) | −0.033 (−0.060, −0.006) | +0.011 | 0.600 |
| SAL 50 mcg | −0.036 (−0.066, −0.006) | −0.047 (−0.074, −0.021) | +0.012 | 0.567 |
| FP/SAL 500/50 mcg | −0.033 (−0.061, −0.004) | −0.041 (−0.068, −0.014) | +0.009 | 0.672 |
Note: *EQ-5D was administered in only a subset of countries participating in the TORCH study.
Abbreviations: CI, confidence interval; CID, clinically important deterioration; ED, emergency department; EQ-5D, EuroQol 5-dimensional scale; FP, fluticasone propionate; GBP, Great British Pounds; ICU, intensive care unit; PPPY, per patient per year; SAL, salmeterol; SGRQ, St George’s Respiratory Questionnaire; TORCH, TOwards a Revolution in COPD Health.