| Literature DB >> 32346288 |
Bo Ding1, Lee Kallenbach2, Lukas Slipski2, Alan Wilk2, Dan O'Brien2, Deniz Guranlioglu3.
Abstract
Introduction: This retrospective, observational cohort study utilized an integrated dataset from an electronic health records system and a claims database to describe demographic and clinical characteristics, healthcare resource utilization (HCRU), and treatment patterns in COPD patients initiating long-acting muscarinic antagonist (LAMA)/long-acting β2-agonist (LABA) fixed-dose combination (FDC) treatment in the USA.Entities:
Keywords: cost; demographic characteristics; disease characteristics; muscarinic antagonist; β2-agonist
Mesh:
Substances:
Year: 2020 PMID: 32346288 PMCID: PMC7169942 DOI: 10.2147/COPD.S238408
Source DB: PubMed Journal: Int J Chron Obstruct Pulmon Dis ISSN: 1176-9106
Figure 1Study design.
Abbreviations: FDC, fixed-dose combination; LABA, long-acting β2-agonist; LAMA, long-acting muscarinic antagonist.
Figure 2Patient disposition.
Notes: aLimited to patients with a claim any time in the source claims database. bExcludes data for one patient (considered an extreme outlier).
Abbreviations: FDC, fixed-dose combination; LABA, long-acting β2-agonist; LAMA, long-acting muscarinic antagonist.
Demographic Characteristics of Patients Initiating LAMA/LABA FDC Treatment (EHR Practice Fusion Patient Cohort)
| Characteristic | Overall Cohort (EHR) N=8224 |
|---|---|
| 67.9 (10.7) | |
| Median (IQR) | 68.0 (60–76) |
| 4343 (52.8) | |
| 29.2 (7.6) | |
| Median (IQR) | 28.2 (24.0–33.1) |
| N | 8071 |
| White | 5009 (60.9) |
| Black | 778 (9.5) |
| Other | 475 (5.8) |
| Not reported | 1962 (23.9) |
| Hispanic | 690 (8.4) |
| Non-Hispanic | 7534 (91.6) |
| Current | 2956 (35.9) |
| Former | 3486 (42.4) |
| Never | 1058 (12.9) |
| Unknown | 75 (0.9) |
| Not reported | 649 (7.9) |
| Midwest | 1287 (15.6) |
| Northeast | 1590 (19.3) |
| South | 3411 (41.5) |
| West | 1741 (21.2) |
| Other/not reported | 195 (2.4) |
| Commercial/other | 2437 (29.6) |
| Medicaid | 582 (7.1) |
| Medicare | 2073 (25.2) |
| No insurance | 47 (0.6) |
| Not reported | 4219 (51.3) |
Notes: The US Census Bureau defines race as a person’s self-identification with one or more social groups, eg, White, Black, Asian, African American, and ethnicity as determining if a person is of Hispanic origin or not.32 aPatients could be counted in more than one insurance category and may have utilized other insurance types not captured here.
Abbreviations: FDC, fixed-dose combination; IQR, interquartile range; LABA, long-acting β2-agonist; LAMA, long-acting muscarinic antagonist; SD, standard deviation.
Clinical Characteristics of Patients Initiating LAMA/LABA FDC Treatment
| Characteristic | Overall Cohort (EHR) N=8224 |
|---|---|
| 2.5 (1.9)/2.0 (1–3) | |
| Cardiovascular disease | 6114 (74.3) |
| Hypertension | 5260 (64.0) |
| Hyperlipidemiaa | 3753 (45.6) |
| Type 2 diabetes | 2308 (28.1) |
| Anxiety | 2141 (26.0) |
| Depression | 1862 (22.6) |
| Asthma | 1746 (21.2) |
| Anemia | 1256 (15.3) |
| Sleep apnea | 1145 (13.9) |
| Hypercholesterolemiaa | 1071 (13.0) |
| Osteoporosis | 803 (9.8) |
| Lung cancer | 264 (3.2) |
| Pulmonary fibrosis | 193 (2.3) |
| Bronchiectasis | 110 (1.3) |
| Nasal polyp | 35 (0.4) |
| Outpatient visits | 7.9 (6.7)/6.0 (4–11) |
| Primary care physician outpatient visits | 6.6 (6.5)/5.0(2–10) |
| Pulmonologist outpatient visits | 0.8 (2.2)/0.0 (0–0) |
| Patients with FEV1/FVC result, n (%) | 103 (1.3) |
| Number of FEV1/FVC tests per patient, mean (SD)/median (IQR) | 1.3 (0.7)/1.0(1.0–1.0) |
| Short-acting bronchodilator | 3293 (40.0) |
| Any regimen that does not include an ICS | 2882 (35.0) |
| Any ICS use | 1489 (18.1) |
| ICS/LABAd | 1245 (15.1) |
| LAMA aloned | 920 (11.2) |
| LABA + LAMAd | 504 (6.1) |
| ICS/LABA + LAMAd | 402 (4.9) |
| ICS aloned | 343 (4.2) |
| LABA aloned | 104 (1.3) |
Notes: a“Hypercholesterolemia” and “hyperlipidemia” are specified separately in the CCI; bPatients could be counted in more than one category of treatment and may have been prescribed additional medications for COPD not captured here; cIn the 12 months prior to the index date; d± short-acting β2-agonist and/or short-acting muscarinic antagonist.
Abbreviations: CCI, Charlson Comorbidity Index; EHR, electronic health records; FDC, fixed-dose combination; FEV1, forced expiratory volume in 1 second; FVC, forced vital capacity; ICS, inhaled corticosteroid; IQR, interquartile range; LABA, long-acting β2-agonist; LAMA, long-acting muscarinic antagonist; SD, standard deviation.
Figure 3Inhaled medication history (in the 12 months prior to the index date) of patients based on inhaler type.a
Notes: aPatients could be counted in more than one inhaler category and may have been prescribed additional inhalers/medications for COPD not captured here.Abbreviations: DPI, dry powder inhaler; pMDI, pressurized metered-dose inhaler; SMI, soft mist inhaler.
Inhaled Therapy Use in the 12 Months Prior to the Index Date
| Therapy, n (%) | Overall Cohort (N=8224) |
|---|---|
| 4370 (53.1) | |
| 1922 (23.4) | |
| DPI | 36 (0.4) |
| pMDI | 1396 (17.0) |
| SMI | 161 (2.0) |
| Nebulizer | 368 (4.5) |
| 1370 (16.7) | |
| DPI | 917 (11.2) |
| pMDI | 1117 (13.6) |
| SMI | 226 (2.7) |
| Nebulizer | 2 (0) |
| 1078 (13.1) | |
| DPI | 734 (8.9) |
| pMDI | 299 (3.6) |
| SMI | 142 (1.7) |
| Nebulizer | 11 (0.1) |
| 3854 (46.9) |
Note: aPatients could be counted in more than one inhaler category and may have been prescribed additional inhalers/medications for COPD not captured here.
Abbreviations: DPI, dry powder inhaler; pMDI, pressurized metered-dose inhaler; SMI, soft mist inhaler.
Figure 4Overall pattern of inhaler device use in the 12 months prior to the index date.
Notes: aPatients could be counted in more than one inhaler category and may have been prescribed additional inhalers/medications for COPD not captured here.Abbreviations: DPI, dry powder inhaler; pMDI, pressurized metered-dose inhaler; SMI, soft mist inhaler.
Healthcare Resource Utilization in the 12 Months Prior to the Index Date
| Variable | COPD-Related (N=7050a) | All-Cause (N=7050a) |
|---|---|---|
| 5627 (79.8) | 7043 (99.9) | |
| 4174.4 (19,450.4)/629.0 (45.0–3168.7) | 19,690.4 (52,669.8)/6566.4 (2151.4–17,148.0) | |
| Moderatec patients, n (%) | 1045 (14.8) | – |
| Events (total) | 1882 | – |
| Events per patient, mean (SD)/median (IQR) | 1.8 (1.4)/1.0 (1–2) | – |
| Cost per patient, mean (SD)/median (IQR) | 909.5 (1576.9)/360.0 (165.0–991.0) | – |
| Severed patients, n (%) | 316 (4.5) | – |
| Events (total) | 391 | – |
| Events per patient, mean (SD)/median (IQR) | 1.2 (0.7)/1.0 (1–1) | – |
| Cost per patient, mean (SD)/median (IQR) | 23,207.5 (42,522.0)/4569.0 (625.5–27,204.2) | – |
| Moderate and severe patients, n (%) | 1215 (17.2) | – |
| Events (total) | 2273 | – |
| Events per patient, mean (SD)/median (IQR) | 1.9 (1.6)/1.0 (1–2) | – |
| Cost per patient, mean (SD)/median (IQR) | 6818.1 (24,406.5)/480.0 (190.0–1765.5) | – |
| 421 (6.0) | 1058 (15.0) | |
| Events (patient-days) | 658 | 2114 |
| Events per patient, mean (SD)/median (IQR) | 1.6 (1.2)/1.0 (1–2) | 2.0 (2.1)/1.0 (1–2) |
| Cost per patient, mean (SD)/median (IQR) | 2357.5 (2822.3)/1514.0 (933.0–2714.8) | 3148.7 (5265.8)/1691.5 (969.4–3366.8) |
| 320 (4.5) | 1197 (17.0) | |
| Events (patient-days) | 1710 | 8276 |
| Events per patient, mean (SD)/median (IQR) | 5.3 (6.6)/4.0 (2–6) | 6.9 (10.4)/4.0 (2–8) |
| Cost per patient, mean (SD)/median (IQR) | 23,031.7 (42,379.5)/4497.0 (613.0–26,950.6) | 34,208.2 (76,887.9)/4190.0 (705.0–32,309.0) |
| 2834 (40.2) | 5577 (79.1) | |
| Events (claims) | 34,911 | 170,086 |
| Events per patient, mean (SD)/median (IQR) | 12.3 (20.1)/5.0 (2–14) | 30.5 (49.3)/15.0 (6–35) |
| Cost per patient, mean (SD)/median (IQR) | 4431.8 (24,096.4)/758.5 (282.1–2591.8) | 9526.8 (35,556.2)/2580.0 (852.2–7610.3) |
| 4777 (67.8) | 6388 (90.6) | |
| Events (claims) | 39,356 | 322,251 |
| Events per patient, mean (SD)/median (IQR) | 8.2 (8.8)/5.0 (2–11) | 50.4 (45.6)/39.0 (17–69) |
| Cost per patient, mean (SD)/median (IQR) | 1988.7 (2873.2)/751.3 (204.0–2764.8) | 7003.6 (16,826.0)/2827.7 (583.9–8294.3) |
Notes: Costs are presented in US dollars. aExcludes data for one patient who was considered an extreme outlier; bIncludes inpatient hospitalizations, outpatient visits and procedures, and pharmacy claims; cAn outpatient visit (or ED/urgent care) with a diagnosis for COPD and a pharmacy claim for oral corticosteroids and/or antibiotics on the same day as or within 10 days of the visit; dCOPD-related inpatient hospitalization with a primary diagnosis of COPD.
Abbreviations: ED, emergency department; IQR, interquartile range; SD, standard deviation.