| Literature DB >> 28399914 |
Gustavo A Heresi1, David M Platt2, Wenyi Wang2, Christine H Divers2, Vijay N Joish2,3, Simon A Teal4, Justin S Yu2,5.
Abstract
BACKGROUND: Group 3 pulmonary hypertension (PH) encompasses PH owing to lung diseases and/or hypoxia. Treatment patterns, healthcare resource use, and economic burden to US payers of Group 3 PH patients were assessed.Entities:
Keywords: Healthcare costs; Hypoxia; Lung diseases; Pulmonary arterial hypertension; Pulmonary hypertension
Mesh:
Year: 2017 PMID: 28399914 PMCID: PMC5387228 DOI: 10.1186/s12890-017-0399-1
Source DB: PubMed Journal: BMC Pulm Med ISSN: 1471-2466 Impact factor: 3.317
Fig. 1Patient Selection. Patient data were extracted from two MarketScan databases. The index date was defined as the first claim for ICD-9-CM code 416.0 (primary pulmonary hypertension) or 416.8 (other chronic pulmonary heart disease). The baseline and follow-up periods consisted of the 12 months pre- and post-index date. Patients underwent two matching procedures: case and control patients were pre-matched by age, sex, region, and plan type and subsequently matched on lung disease(s) from the pre-matched patient pool. ICD-9–CM = International Classification of Diseases, Ninth Revision, Clinical Modification; PH = pulmonary hypertension; RHC = right heart catheterization; WHO = World Health Organization
Demographic and baseline characteristics of the study population
| Characteristic | Group 3 PH | Controls |
|
|---|---|---|---|
| Age at index date, mean (SD), y | 67.0 (14.4) | 71.0 (11.7)a | <.001b |
| Age group, y | |||
| 18–30 | 34 (1.5) | 9 (0.4) | |
| 31–45 | 134 (6.0) | 49 (2.2) | |
| 46–65 | 841 (37.6) | 596 (26.7) | |
| 66–85 | 1035 (46.3) | 1383 (61.9) | |
| >86 | 192 (8.6) | 199 (8.9) | |
| Sex | |||
| Female | 1433 (64.1) | 1300 (58.1) | <.001c |
| Male | 803 (35.9) | 936 (41.8) | |
| US census region | |||
| North Central | 758 (33.9) | 933 (41.7) | <.001c |
| Northeast | 344 (15.4) | 260 (11.6) | |
| South | 722 (32.3) | 669 (29.9) | |
| West | 401 (17.9) | 372 (16.7) | |
| Unknown | 11 (0.5) | 2 (0.09) | |
| Health plan type | |||
| Comprehensive | 879 (39.3) | 1368 (61.2) | <.001c |
| Health maintenance organization | 241(10.8) | 218 (9.8) | |
| Point-of-service | 136 (6.1) | 101 (4.5) | |
| Preferred provider organization | 866 (38.7) | 505 (22.6) | |
| Others | 114 (5.1) | 44 (2.0) | |
| CCId, mean (SD) | 2.80 (2.02) | 2.09 (1.70) | <.001b |
| Underlying lung disease | |||
| COPD | 1590 (71.1) | 1590 (71.1) | |
| Interstitial lung disease | 438 (19.6) | 438 (19.6) | |
| Sleep disorder breathing | 340 (15.2) | 340 (15.2) | |
| Developmental lung disease | 503 (22.5) | 502 (22.5) | |
| Alveolar hyperventilation disorder | 6 (0.2) | 7 (0.3) | |
Values are expressed as No. (%) unless otherwise indicated. Some patients had multiple underlying lung diseases and therefore percent total is >100%. P < .05 was considered significant
CCI Charlson comorbidity index, COPD chronic obstructive pulmonary disease, PH pulmonary hypertension, SD standard deviation
aControls were assigned the index date of the matched Group 3 PH patient
bStudent’s t-test
c χ 2 test
dDeyo adaptation of the CCI with several procedure codes that reflect the Romano adaptation
Diagnostic procedures and treatment of group 3 PH patients and control patients
| Baseline | Follow-up | |||
|---|---|---|---|---|
| Group 3 PH | Controls | Group 3 PH | Controls | |
| Diagnostic procedures | ||||
| Echocardiography | 1679 (75.1) | 518 (23.2) | 1678 (75.0) | 441 (19.7) |
| Stress echocardiography | 313 (14.0) | 176 (7.9) | 212 (9.5) | 150 (6.7) |
| Other radiography | 107 (4.8) | 77 (3.4) | 79 (3.5) | 59 (2.6) |
| Electrocardiography | 1779 (79.6) | 1264 (56.5) | 1777 (79.5) | 1160 (51.9) |
| Computerized tomography | 1001 (44.8) | 693 (31.0) | 1030 (46.1) | 567 (25.4) |
| Angiography | 385 (17.2) | 187 (8.4) | 385 (17.2) | 122 (5.5) |
| RHC | 144 (6.4) | 15 (0.7) | 135 (6.0) | 6 (0.3) |
| MRI | 39 (1.7) | 17(0.8) | 52 (2.3) | 29 (1.3) |
| Other exercise testing | 452 (20.2) | 89 (4.0) | 574 (25.7) | 84 (3.8) |
| Therapeutic treatment | ||||
| Vena cava procedure | 0 | 0 | 19 (0.9) | 2 (0.09) |
| Ventilation perfusion | 76 (3.4) | 12 (0.5) | 58 (2.6) | 2 (0.09) |
| Oxygen therapy | 1 (0.04) | 1 (0.04) | 3 (0.1) | 2 (0.09) |
| Pharmacotherapy | 366 (16.4) | 33 (1.5) | 495 (22.1) | 41 (1.8) |
| Oral anticoagulants | 704 (31.5) | 442 (19.8) | 853 (38.2) | 456 (20.4) |
| Diuretics | 1273 (56.9) | 714 (31.9) | 1447 (64.7) | 722 (32.3) |
| Calcium channel blockers | 800 (35.8) | 624 (27.9) | 853 (38.2) | 621 (27.8) |
| Digoxin | 200 (9.0) | 85 (3.8) | 249 (11.1) | 91 (4.1) |
| PAH-approved pharmaceuticalsa | 366 (16.4) | 33 (1.5) | 495 (22.1) | 41 (1.8) |
| Prostacyclin analogues | 19 (0.9) | 0 | 34 (1.5) | 0 |
| ERAs | 182 (8.1) | 0 | 226 (10.1) | 0 |
| PDE5 inhibitorsb | 279 (12.5) | 33 (1.5) | 394 (17.6) | 41 (1.8) |
Values are expressed as No. (%)
ERA endothelin receptor antagonist, MRI magnetic resonance imaging, PDE5 phosphodiesterase type-5, PH pulmonary hypertension, RHC right heart catheterization
aIncludes unique patients with ≥1 pharmaceutical claim for prostacyclin analogues, endothelin receptor antagonists, and/or PDE5 inhibitors
bPDE5 inhibitors include those indicated for pulmonary arterial hypertension (PAH), as well as those for other indications or used off-label
Key diagnostic procedures and PH-related pharmaceutical claims during follow-up by underlying lung disease
| Therapy | Comorbid COPD | Comorbid ILD | Comorbid SDB | Comorbid DLD | ||||
|---|---|---|---|---|---|---|---|---|
| Group 3 PH | Controls | Group 3 PH | Controls | Group 3 PH | Controls | Group 3 PH | Controls | |
| Diagnostic Procedure | ||||||||
| Echocardiography | 1181 (74.3) | 313 (19.7) | 340 (77.6) | 85 (19.4) | 252 (74.1) | 66(19.4) | 374 (74.4) | 124 (24.7) |
| RHC | 92 (5.8) | 2 (0.1) | 32 (7.3) | 4 (0.9) | 16 (4.7) | 2 (0.6) | 32 (6.4) | 2 (0.4) |
| Pharmaceutical Treatment | ||||||||
| Oral anticoagulants | 642 (40.3) | 331 (20.8) | 137 (31.3) | 75 (17.1) | 122 (35.9) | 81 (23.8) | 197 (39.2) | 138 (27.5) |
| Diuretics | 1084 (68.2) | 521 (32.8) | 236 (53.9) | 126 (28.8) | 224 (65.9) | 134 (39.4) | 359 (71.4) | 185 (36.9) |
| Calcium channel blockers | 600 (37.7) | 428 (26.9) | 172 (39.3) | 147 (33.6) | 138 (40.6) | 105 (30.9) | 214 (42.5) | 154 (30.7) |
| Digoxin | 194 (12.2) | 67 (4.2) | 46 (10.5) | 17 (3.9) | 22 (6.5) | 13 (3.8) | 64 (12.7) | 23 (4.6) |
| Prostacyclin analogues | 22 (1.4) | 0 | 15 (3.4) | 0 | 4 (1.2) | 0 | 7 (1.4) | 0 |
| ERAs | 137 (8.6) | 0 | 102 (23.3) | 0 | 25 (7.4) | 0 | 32 (6.4) | 0 |
| PDE5 inhibitorsa | 255 (16.0) | 25 (1.6) | 136 (31.1) | 6 (1.4) | 39 (1.7) | 17 (0.8) | 74 (14.7) | 6 (1.2) |
Data are given as No. (%). Follow-up refers to the 12-month period after the index date
COPD chronic obstructive pulmonary disease, DLD developmental lung diseases, ERA endothelin receptor antagonist, ILD interstitial lung disease, PDE5 phosphodiesterase type-5, RHC right heart catheterization, SDB sleep disorder breathing
aPDE5 inhibitors potentially include those indicated for pulmonary arterial hypertension (PAH), for other indications, or used off-label
Annual resource utilization and direct costs
| Type | Group 3 PH | Controls | Unadjusted DID (95% CI) | Adjusted DID (95% CI) |
| ||||
|---|---|---|---|---|---|---|---|---|---|
| Baseline | Follow-up | Difference | Baseline | Follow-up | Difference | ||||
| All-cause utilization, n | |||||||||
| Inpatient admissions | 3.7 (8.0) | 6.2 (11.4) | 2.5 (10.6) | 2.5 (6.1) | 2.2 (5.9) | −0.2 (6.0) | 2.7 (2.2–3.2) | 3.1 (2.6–3.7) | <.0001 |
| Outpatient visits | 17.6 (22.3) | 24.6 (27.8) | 7.0 (21.7) | 9.2 (12.6) | 9.6 (15.4) | 0.4 (11.7) | 6.6 (5.6–7.6) | 6.5 (5.5–7.6) | <.0001 |
| Physician office visits | 18.6 (14.2) | 20.3 (15.0) | 1.7 (12.1) | 14.3 (12.6) | 13.6 (12.7) | −0.8 (10.0) | 2.5 (1.8–3.1) | 2.8 (2.1–3.5) | <.0001 |
| ED visits | 0.8 (2.1) | 0.9 (2.3) | 0.2 (1.8) | 0.4 (0.9) | 0.5 (1.1) | 0.1 (1.2) | 0.1 (0.02–0.20) | 0.1 (0.05–0.2) | 0.002 |
| Prescription claims | 78.3 (50.3) | 86.1 (50.7) | 7.8 (31.0) | 58.8 (43.7) | 61.0 (45.1) | 2.2 (21.2) | 5.6 (3.9–6.9) | 6.1 (4.5–7.7) | <.0001 |
| All-cause costs, US$ | |||||||||
| Total | 34,040 (71,571) | 44,732 (104,621) | 10,691 (89,617) | 8102 (14,108) | 7051 (12,887) | −1051 (15,432) | 11,743 (7972–15,513) | 10,240 (6266–14,214) | <.0001 |
| Inpatient | 11,485 (51,815) | 15,852 (84,677) | 4367 (81,147) | 1764 (8963) | 1015 (4668) | −749 (9548) | 5116 (1728–8503) | 4280 (706–7855) | .019 |
| Outpatient | 8429 (28,357) | 11,875 (34,344) | 3446 (23,809) | 2171 (5804) | 1908 (8281) | −263 (8736) | 3709 (2657–4760) | 3309 (2198–4421) | <.0001 |
| Physician office | 1655 (3599) | 1825 (4948) | 170 (4105) | 853 (2285) | 816 (3001) | −37 (2290) | 207 (12–402) | 238 (31–444) | .024 |
| ED | 372 (1916) | 385 (1894) | 13 (1497) | 79 (389) | 113 (1471) | 35 (1495) | −22 (−110–66) | −36 (−130–56) | .44 |
| Prescription | 12,099 (27,938) | 14,795 (29,228) | 2696 (18,807) | 3235 (4622) | 3198 (4,371) | −37 (2412) | 2733 (1947–3519) | 2449 (1616–3282) | <.0001 |
Values are expressed as mean (SD) unless otherwise specified. Baseline and follow-up refer to the 12-month periods pre- and post-index date, respectively
“Physician office” refers to outpatient physician office visits; “outpatient” refers to all other outpatient services. ED visits that led to hospitalization were counted as both an ED visit and an inpatient visit
Costs were inflated to 2013 US $ and rounded to closest dollar. Costs reflect fully paid and adjudicated medical claims paid by a third party payer. DID of healthcare costs and utilizations between the two groups from baseline to follow-up time period were analyzed by using GEE regression models adjusting for age, sex, census region, health plan type, and CCI. P < .05 was considered statistically significant
CI confidence interval, DID difference-in-difference, ED emergency department, SD standard deviation
Annual respiratory-related resource utilization and direct costs
| Type | Group 3 PH | Controls | Unadjusted DID (95% CI) | Adjusted DID (95% CI) |
| ||||
|---|---|---|---|---|---|---|---|---|---|
| Baseline | Follow-up | Difference | Baseline | Follow-up | Difference | ||||
| Respiratory-related utilization, n | |||||||||
| Inpatient admissions | 1.4 (4.7) | 2.2 (6.0) | 0.8 (5.9) | 0.8 (3.0) | 0.8 (3.1) | −0.1 (2.5) | 0.9 (0.6-1.2) | 1.1 (0.8–1.4) | <.0001 |
| Outpatient visits | 4.0 (8.0) | 5.3 (10.1) | 1.3 (8.0) | 1.6 (4.2) | 1.6 (4.5) | −0.04 (3.9) | 1.4 (1.0–1.8) | 1.3 (0.9–1.7) | <.0001 |
| Physician office visits | 2.2 (3.6) | 2.6 (3.7) | 0.4 (3.5) | 1.5 (2.3) | 1.3 (2.4) | −0.2 (2.3) | 0.5 (0.4–0.7) | 0.7 (0.5–0.9) | <.0001 |
| ED visits | 0.1 (0.5) | 0.2 (0.6) | 0.0 (0.6) | 0.1 (0.3) | 0.1 (0.4) | 0.0 (0.4) | 0.01 (−0.02–0.04) | 0.02 (−0.01–0.05) | 0.28 |
| Respiratory-related costs, US$ | |||||||||
| Total | 3405 (16,246) | 5089 (36,980) | 1684 (38,082) | 862 (2736) | 587 (2541) | −275 (3068) | 1960 (376–3544) | 1856 (177–3534) | 0.0303 |
| Inpatient | 2181 (15,301) | 3652 (36,218) | 1472 (37,958) | 316 (2112) | 158 (1327) | −159 (2324) | 1630 (54–3207) | 1511 (−160–3182) | 0.0764 |
| Outpatient | 733 (2566) | 981 (2909) | 248 (3138) | 240 (1194) | 176 (1762) | −64 (1627) | 312 (165–458) | 319 (164–474) | <0.0001 |
| Physician office | 156 (454) | 148 (370) | −8 (433) | 67 (235) | 39 (166) | −28 (246) | 19 (−1–40.0) | 26 (4–48) | 0.0191 |
| ED visit | 70 (796) | 59 (526) | −11 (715) | 12 (112) | 11 (114) | −1 (139) | −11 (−41–20) | −2 (−34–30) | 0.8875 |
Values are expressed as mean (SD) unless otherwise specified. Baseline and follow-up refer to the 12-month periods pre- and post-index date, respectively
“Physician office” refers to outpatient physician office visits; “outpatient” refers to all other outpatient services. ED visits that led to hospitalization were counted as both an ED visit and an inpatient visit
Costs were inflated to 2013 US $ and rounded to closest dollar. Costs reflect fully paid and adjudicated medical claims paid by a third party payer. DID of healthcare costs and utilizations between the two groups from baseline to follow-up time period were analyzed by using GEE regression models adjusting for age, sex, census region, health plan type, and CCI. P < .05 was considered statistically significant
CI confidence interval, DID difference-in-difference, ED emergency department, SD standard deviation