| Literature DB >> 35255539 |
Nam-Kyong Choi1, Sumitra Shantakumar2, Mi-Sook Kim3, Chang-Hoon Lee4, Wendy Y Cheng5, Priyanka Bobbili5, Bo Ram Yang6, Joongyub Lee7, David Hinds8, Mei Sheng Duh5, Caroline Korves5, Heung-Woo Park9.
Abstract
PURPOSE: Although asthma treatment guidelines recommend regular inhaled medication, real-world treatment patterns and outcomes in South Korea have not been examined. We examined real-world treatment patterns and outcomes among patients treated for asthma in South Korea.Entities:
Keywords: Asthma; Korea; clinical guidelines; health resource; inhalation devices; pharmacology; primary care
Year: 2022 PMID: 35255539 PMCID: PMC8914610 DOI: 10.4168/aair.2022.14.2.220
Source DB: PubMed Journal: Allergy Asthma Immunol Res ISSN: 2092-7355 Impact factor: 5.764
Fig. 1Study design scheme for asthma prescribing patterns for asthma maintenance medications (not to scale).
ICS, inhaled corticosteroids; LABA, long-acting beta2-agonist; LTRA, leukotriene-receptor antagonist.
Definitions of outcomes
| Term | Description |
|---|---|
| All-cause and asthma-related HRU events | HRU outcomes were outpatient visits, ER visits and hospitalizations and length of hospitalization. Asthma-related HRU events had a claim with a primary or secondary diagnosis of asthma (ICD-10 code: J45.x–J46.x) |
| Baseline period | Among patients initiating asthma medication, the baseline period was defined as the 12-month period prior to the first prescription for any asthma medication. Among patients who initiated on either inhaled or oral asthma maintenance medication, the baseline period was defined as the 12-month period prior to the first prescription for an asthma maintenance medication |
| Confounders | Data on the following potential confounders were collected in the 12-month baseline period prior to, or on, the index date: demographic characteristics, asthma-related comorbidities, use of selected medications (injectable steroids, antibiotics), recorded as Yes/No; baseline all-cause, asthma-comorbidity-related, and asthma-related HRU; CCI* comorbidities, physician specialty, institutional setting |
| Discontinuation (of index asthma maintenance medication) | A gap of ≥ 90 days between the end of the days of supply of one prescription claim and the beginning of a subsequent prescription claim. Combination regimens: if one medication was discontinued prior to another in the same regimen, discontinuation was defined as a gap of ≥ 90 days between the end of days of supply of one prescription claim and the beginning of a subsequent prescription claim for the last medication in the combination |
| Exacerbation event | Defined as: a) treatment with OCS with an average daily dose† of ≥ 20 mg prednisone (or equivalent) that lasted for ≥ 3 days with an asthma code recorded in any resource utilization setting within ± 14 days. In order for two adjacent OCS prescription claims to be counted as two independent events (i.e. exacerbations), the two OCS prescription claims must have occurred ≥ 7 days apart; or b) an asthma-related ER visit (diagnosis codes: ICD-10-CM: J45.x–J46.x) with a linked prescription claim for OCS or injectable steroids, or a prescription within ± 7 days of the visit; or; c) an asthma-related hospitalization (discharge codes: ICD-10-CM: J45.x–J46.x) with a linked prescription claim for OCS or injectable steroids, or a prescription claim within ± 7 days of the hospitalization |
| Index date | For patients initiating asthma medication, index date was defined as the date of the first prescription for any asthma medication. |
| For patients initiating either inhaled or oral asthma maintenance medication, index date was defined as the date of first prescription for asthma maintenance medication when there was a 30-day cumulative prescription of the maintenance medication within 3 months of the index date | |
| Medication augmentation | Addition of a new medication (prescription ≥ 60 days) to the index medication, prior to first discontinuation of the index medication, or a prescription for a new medication (lasting ≥ 60 days) of which the index medication was a component within 30 days of discontinuation of index medication |
| Poor asthma control/lack of asthma control | Escalation of care from primary to secondary or tertiary care settings (i.e. having an asthma-related visit in the next level of care) or medication augmentation was a proxy for lack of asthma symptom control |
| Switch (to another type of asthma maintenance medication) | A claim of a maintenance medication different from the index medication (i.e. oral to inhaled or vice versa) 90 days after the end of the days of supply of the index medication, and no continued use of the index medication. For a combination regimen, switching was defined as a claim of a maintenance medication different from medications in the index combination 90 days after the end of days of supply of the last medication in the combination, and no continued use of any medications from the index combination |
HRU, healthcare resource utilization; ER, emergency room; ICD-10-CM, International Classification of Diseases, 10th Revision, Clinical Modification; CCI, Charlson Comorbidity Index; OCS, oral corticosteroids.
*A modified CCI without chronic pulmonary disease and malignancies was used (patients with these diagnosis codes were excluded at baseline); †The average daily dose of OCS = (number of tablets × tablet strength) / number of days supplied.
Fig. 2Patient selection for prescribing patterns, clinical outcomes and healthcare resource utilization for inhaled versus oral treatment asthma maintenance medication.
ICD-10, International Classification of Disease, 10th Revision; HIRA, Health Insurance Review and Assessment Service; ICS, inhaled corticosteroids; LABA, long-acting beta2-agonist; LRTA, leukotriene-receptor antagonist; LAMA, long-acting muscarinic antagonist; OCS, oral corticosteroids; COPD, chronic obstructive pulmonary disease.
Baseline demographic and clinical characteristics of patients receiving asthma maintenance medications*
| Characteristics | Total population (n = 37,868) | |||
|---|---|---|---|---|
| Inhaled medication (n = 9,983) | Oral medication (n = 27,885) | |||
| Age in years, mean ± SD (median [IQR]) | 47.28 ± 17.51 (46 [33–60]) | 56.08 ± 18.17 [57 (43–71)] | < 0.0001 | |
| Age categories (yr), No. (%) | < 0.0001 | |||
| 18–29 | 1,864 (18.67) | 2,643 (9.48) | ||
| 30–39 | 1,884 (18.87) | 3,081 (11.05) | ||
| 40–49 | 1,775 (17.78) | 4,153 (14.89) | ||
| 50–59 | 1,862 (18.65) | 5,374 (19.27) | ||
| 60–69 | 1,326 (13.28) | 5,049 (18.11) | ||
| ≥ 70 | 1,272 (12.74) | 7,585 (27.20) | ||
| Female sex, No. (%) | 5,184 (51.93) | 15,887 (56.97) | < 0.0001 | |
| Insurance type, No. (%) | < 0.0001 | |||
| Health insurance | 9,663 (96.79) | 26,002 (93.25) | ||
| Medical aid | 320 (3.21) | 1,883 (6.75) | ||
| Specialty of physician seen at index date, No. (%) | < 0.0001 | |||
| Internal medicine | 7,009 (70.21) | 15,730 (56.41) | ||
| Otolaryngologist | 1,167 (11.69) | 3,849 (13.80) | ||
| General practitioner | 892 (8.94) | 4,486 (16.09) | ||
| Pediatrician | 317 (3.18) | 973 (3.49) | ||
| Family medicine | 273 (2.73) | 1,348 (4.83) | ||
| Others | 325 (3.26) | 1,499 (5.38) | ||
| Institutional setting at index date, No. (%) | < 0.0001 | |||
| Primary hospital | 6,328 (63.39) | 19,413 (69.62) | ||
| Secondary hospital | 469 (4.70) | 1,874 (6.72) | ||
| Tertiary hospital | 3,186 (31.91) | 6,598 (23.66) | ||
| Charlson Comorbidity Index, mean ± SD | 0.92 ± 1.32 | 1.34 ± 1.59 | < 0.0001 | |
SD, standard deviation; IQR, interquartile range.
*Please see online Supplementary Table S1 for a list of the classes of asthma medications included.
Treatment discontinuation and treatment switch, inhaled versus oral asthma maintenance medication users*
| Characteristics | 12 mon (n = 37,868) | 24 mon (n = 19,374) | |||||
|---|---|---|---|---|---|---|---|
| Inhaled medication (n = 9,983) | Oral medication (n = 27,885) | Inhaled medication (n = 4,814) | Oral medication (n = 14,560) | ||||
| Discontinuation of therapy | |||||||
| Discontinuation event, No. (%) | 9,421 (94.37) | 24,074 (86.33) | < 0.0001 | 4,707 (97.78) | 13,646 (93.72) | < 0.0001 | |
| Time to discontinuation, days | |||||||
| Mean ± SD | 71.95 ± 41.44 | 77.97 ± 57.93 | < 0.0001 | 83.97 ± 73.55 | 104.31 ± 108.82 | 0.7467 | |
| Median (IQR) | 61 (61–76) | 61 (32–101) | 61 (61–76) | 66 (36–123) | |||
| Time to discontinuation (KM estimate), days | |||||||
| Mean ± SE | 84.38 ± 0.62 | 105.89 ± 0.52 | < 0.0001 | 97.33 ± 1.58 | 138.94 ± 1.39 | < 0.0001 | |
| Median (95% CI) | 62 (not estimable) | 72 (71–73) | 62 (not estimable) | 72 (71–74) | |||
| Switch of therapy ≥ 1 switch event, No. (%) | 246 (2.46) | 647 (2.32) | 0.4160 | 241 (5.01) | 650 (4.46) | 0.1197 | |
| No. of switch events | |||||||
| Mean ± SD | 0.03 ± 0.23 | 0.04 ± 0.28 | 0.4369 | 0.07 ± 0.35 | 0.08 ± 0.45 | 0.1446 | |
| Median (IQR) | 0 (0–0) | 0 (0–0) | 0 (0–0) | 0 (0–0) | |||
| Time to first switch, days | |||||||
| Mean ± SD | 173.65 ± 79.50 | 168.40 ± 73.01 | 0.5670 | 327.69 ± 187.11 | 318.42 ± 183.78 | 0.5344 | |
| Median (IQR) | 168 (108–238) | 161 (112–226) | 308 (168–476) | 285.5 (154–476) | |||
| Time to first switch (KM estimate), days | |||||||
| Mean ± SE | 345.68 ± 0.30 | 337.02 ± 0.17 | 0.4183 | 683.31 ± 1.32 | 707.85 ± 0.77 | 0.1216 | |
| Median (95% CI) | Not estimable | Not estimable | Not estimable | Not estimable | |||
SD, standard deviation; IQR, interquartile range; KM, Kaplan-Meier; SE, standard error; CI, confidence interval; ICS, inhaled corticosteroids; LABA, long-acting beta2-agonist; LRTA, leukotriene-receptor antagonists.
*12 (or 24) months stratum includes patients with index date at least 12 (or 24) months prior to date of data cutoff. Inhaled asthma maintenance medications include (A) low dose ICS, (B) low dose ICS + LABA in a single device, (C) low dose ICS + LABA in multiple devices; oral asthma maintenance medications include (A) low dose sustained-release theophylline, (B) LTRAs.
Asthma exacerbation rates, inhaled versus oral asthma maintenance medication users
| Variables | No. of patients | Sum of person-years | No. of events | Rate per 1,000 person-years (95% CI) | Unadjusted IRR (95% CI) | PS-adjusted IRR (95% CI) | |||
|---|---|---|---|---|---|---|---|---|---|
| Total population (n = 37,868) | |||||||||
| Oral medication | 27,885 | 14,491.75 | 545 | 37.61 (34.03–41.56) | 1 (ref) | < 0.0001 | 1 (ref) | < 0.0001 | |
| Inhaled medication | 9,983 | 4,104.82 | 78 | 19.00 (14.69–24.58) | 0.51 (0.38, 0.67) | 0.52 (0.39–0.69) | |||
| Patients with ≥ 3 secondary/tertiary care visits for asthma-related events per year (n = 4,584) | |||||||||
| Oral medication | 3,386 | 2,158.41 | 362 | 167.72 (147.57–190.61) | 1 (ref) | < 0.0001 | 1 (ref) | < 0.0001 | |
| Inhaled medication | 1,198 | 748.35 | 52 | 69.49 (49.76–97.03) | 0.41 (0.29, 0.59) | 0.47 (0.32–0.68) | |||
| Patients with < 3 secondary/tertiary care visits for asthma-related events per year (n = 33,284) | |||||||||
| Oral medication | 24,499 | 12,333.34 | 183 | 14.84 (12.72–17.30) | 1 (ref) | 0.0020 | 1 (ref) | 0.0111 | |
| Inhaled medication | 8,785 | 3,356.47 | 26 | 7.75 (5.28–11.36) | 0.52 (0.35, 0.79) | 0.58 (0.38–0.88) | |||
CI, confidence interval; IRR, incidence rate ratio; PS, propensity score; ref, reference.
Healthcare resource utilization, inhaled versus oral asthma maintenance medication users
| Variables | Unadjusted IRR (95% CI) | PS-adjusted IRR (95% CI) | ||||
|---|---|---|---|---|---|---|
| Total population (n = 37,868) | ||||||
| All-cause HRU | ||||||
| Outpatient visits | 0.61 (0.60–0.63) | < 0.0001 | 0.75 (0.74–0.76) | < 0.0001 | ||
| Emergency room visits | 0.83 (0.67–1.03) | 0.0862 | 0.89 (0.72–1.11) | 0.2970 | ||
| Hospitalizations | 0.70 (0.61–0.80) | < 0.0001 | 0.80 (0.69–0.91) | 0.0012 | ||
| ER visits or hospitalization | 0.71 (0.63–0.80) | < 0.0001 | 0.80 (0.71–0.91) | 0.0004 | ||
| Asthma-related HRU | ||||||
| Outpatient visits | 0.62 (0.60–0.63) | < 0.0001 | 0.64 (0.62–0.66) | < 0.0001 | ||
| ER visits | 0.62 (0.31–1.23) | 0.1698 | 0.56 (0.29–1.09) | 0.0865 | ||
| Hospitalizations | 0.29 (0.18–0.46) | < 0.0001 | 0.29 (0.17–0.50) | < 0.0001 | ||
| ER visits or hospitalization | 0.43 (0.29–0.63) | < 0.0001 | 0.43 (0.29–0.63) | < 0.0001 | ||
| Patients with ≥ 3 secondary/tertiary care visits for asthma-related events per year (n = 4,584) | ||||||
| All-cause HRU | ||||||
| Outpatient visits | 0.71 (0.68–0.74) | < 0.0001 | 0.86 (0.83–0.90) | < 0.0001 | ||
| Emergency room visits | 0.92 (0.64–1.32) | 0.6543 | 0.98 (0.68–1.43) | 0.9349 | ||
| Hospitalizations | 0.73 (0.58–0.94) | 0.0128 | 0.90 (0.71–1.15) | 0.4062 | ||
| ER visits or hospitalization | 0.75 (0.61–0.93) | 0.0090 | 0.92 (0.75–1.14) | 0.4386 | ||
| Asthma-related HRU | ||||||
| Outpatient visits | 0.68 (0.65–0.71) | < 0.0001 | 0.69 (0.66–0.72) | < 0.0001 | ||
| ER visits | 0.89 (0.40–1.96) | 0.7756 | 0.80 (0.44–1.45) | 0.4673 | ||
| Hospitalizations | 0.39 (0.24–0.64) | 0.0002 | 0.46 (0.28–0.74) | 0.0013 | ||
| ER visits or hospitalization | 0.61 (0.38–0.96) | 0.0341 | 0.71 (0.45–1.12) | 0.1443 | ||
| Patients with < 3 secondary/tertiary care visits for asthma-related events per year (n = 33,284) | ||||||
| All-cause HRU | ||||||
| Outpatient visits | 0.60 (0.59–0.61) | < 0.0001 | 0.73 (0.72–0.74) | < 0.0001 | ||
| Emergency room visits | 0.78 (0.59–1.03) | 0.0754 | 0.87 (0.68–1.13) | 0.3040 | ||
| Hospitalizations | 0.70 (0.59–0.82) | < 0.0001 | 0.78 (0.66–0.93) | 0.0066 | ||
| ER visits or hospitalization | 0.70 (0.61–0.81) | < 0.0001 | 0.79 (0.68–0.91) | 0.0014 | ||
| Asthma-related HRU | ||||||
| Outpatient visits | 0.60 (0.58–0.62) | < 0.0001 | 0.64 (0.62–0.65) | < 0.0001 | ||
| ER visits | 0.44 (0.07–2.60) | 0.3658 | Not estimable | - | ||
| Hospitalizations | 0.11 (0.04–0.30) | < 0.0001 | 0.11 (0.04–0.31) | < 0.0001 | ||
| ER visits or hospitalization | 0.15 (0.06–0.36) | < 0.0001 | 0.15 (0.06–0.36) | < 0.0001 | ||
IRR, incidence rate ratio; CI, confidence interval; PS, propensity score; HRU, healthcare resource utilization; ER, emergency room.