| Literature DB >> 31023122 |
Nancy M Albert1, Jason P Swindle2, Erin K Buysman3, Chunlan Chang4.
Abstract
Background Outcomes data among patients with heart failure (HF) with reduced ejection fraction treated with sacubitril/valsartan ( SAC / VAL ) are largely limited to clinical trial results. We compared hospitalization and healthcare costs among real-world patients with HF with reduced ejection fraction treated with SAC / VAL versus angiotensin-converting enzyme inhibitor or angiotensin-receptor blocker ( ACEI / ARB ). Methods and Results Using retrospective administrative claims data, stable patients with HF with reduced ejection fraction treated with SAC / VAL or ACEI / ARB from October 2015 to June 2016 were identified. Postindex hospitalization and healthcare costs were assessed in propensity-matched cohorts using robust variance estimation. Time to first hospitalization was modeled using unadjusted Kaplan-Meier estimates and multivariable models. Postindex all-cause healthcare costs were modeled using an adjusted multivariable model. Among 279 patients per matched cohort, postindex hospitalization risk was lower for SAC / VAL compared with ACEI / ARB using Kaplan-Meier estimation and unadjusted Cox models. For HF hospitalization, the hazard ratio (95% CI) was 0.56 (0.33-0.94; P=0.030). Adjusted results were similar to unadjusted. Mean ( SD ) monthly healthcare costs were lower for SAC / VAL versus ACEI / ARB for all categories except pharmacy, with hospital costs being particularly disparate between cohorts: for HF hospitalization, $248 ($1588) for SAC / VAL versus $1122 ($7290) for ACEI / ARB . The adjusted risk of incurring increased all-cause postindex costs was lower for SAC / VAL versus ACEI / ARB (cost ratio [95% CI] 0.74 [0.59-0.94]; P=0.013). Conclusions In clinical practice, patients with HF with reduced ejection fraction treated with SAC / VAL were less likely to be hospitalized than matched patients treated with ACEI / ARB . Despite higher pharmacy costs, SAC / VAL -treated patients incurred lower monthly medical and total healthcare costs.Entities:
Keywords: healthcare costs; heart failure; hospitalization; retrospective studies; sacubitril/valsartan
Mesh:
Substances:
Year: 2019 PMID: 31023122 PMCID: PMC6512093 DOI: 10.1161/JAHA.118.011089
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 5.501
Figure 1Criteria for claims evidence of HFrEF and stable status. Rule‐out claims (diagnostic services claims) included medical claims with a diagnosis code and diagnostic service procedure code(s) without any other services. Non–rule‐out claims represented medical claims other than rule‐out claims. AIDS indicates acquired immunodeficiency syndrome; CPT, current procedural terminology; HCPCS, Healthcare Common Procedure Coding System; HF, heart failure; HFrEF, heart failure with reduced ejection fraction; ICD‐9‐CM, International Classification of Diseases, Ninth Edition, Clinical Modification; ICD‐10‐CM, International Classification of Diseases, Tenth Edition, Clinical Modification.
Patient Characteristics
| Characteristic | SAC/VAL Cohort (n=279) | ACEI/ARB Cohort (n=279) |
| Used for Match | Prematch SMD (%) | Postmatch SMD (%) |
|---|---|---|---|---|---|---|
| Age, y, mean (SD) | 68.2 (12.4) | 67.6 (12.9) | 0.400 | ✓ | −29.78 | 5.51 |
| Male, n (%) | 192 (68.8) | 188 (67.4) | 0.720 | ✓ | 14.94 | 3.02 |
| Medicare Advantage health plan, n (%) | 205 (73.5) | 205 (73.5) | ··· | ✓ | −25.68 | −0.00 |
| Geographical region, n (%) | 0.786 | ✓ | 5.20 | −5.31 | ||
| Northeast | 54 (19.4) | 45 (16.1) | 0.313 | ✓ | 6.92 | 8.36 |
| Midwest | 77 (27.6) | 82 (29.4) | 0.630 | ✓ | −23.93 | −3.85 |
| South | 129 (46.2) | 133 (47.7) | 0.726 | Ref. | 19.77 | −2.92 |
| West | 19 (6.8) | 19 (6.8) | 1.000 | ✓ | −4.46 | 0.00 |
| Duration of postindex period, days, mean (SD) | 186.9 (69.2) | 183.0 (71.2) | 0.352 | ✓ | −177.2 | 5.82 |
| Selected preindex comorbid conditions, n (%) | ||||||
| Hypertension | 256 (91.8) | 251 (90.0) | 0.457 | 0.51 | 6.33 | |
| Dyslipidemia (including hypercholesterolemia) | 226 (81.0) | 221 (79.2) | 0.584 | ✓ | 1.29 | 4.56 |
| Ischemic heart disease (including MI) | 215 (77.1) | 200 (71.7) | 0.137 | 11.77 | 12.34 | |
| Diabetes mellitus (including complications) | 156 (55.9) | 157 (56.3) | 0.932 | ✓ | 12.54 | −0.72 |
| Atrial fibrillation | 125 (44.8) | 132 (47.3) | 0.545 | 4.56 | −5.05 | |
| Renal disease | 89 (31.9) | 93 (33.3) | 0.703 | 1.06 | −3.08 | |
| Chronic obstructive pulmonary disease | 76 (27.2) | 82 (29.4) | 0.581 | −4.08 | −4.76 | |
| Sleep apnea | 74 (26.5) | 70 (25.1) | 0.708 | ✓ | 16.22 | 3.39 |
| Anemia (including iron deficiency) | 37 (13.3) | 42 (15.1) | 0.530 | 1.44 | −5.27 | |
| Selected preindex signs and symptoms, n (%) | ||||||
| Shortness of breath (not including sleep apnea) | 228 (81.7) | 230 (82.4) | 0.823 | ✓ | 31.47 | −1.67 |
| Altered consciousness | 103 (36.9) | 118 (42.3) | 0.188 | −0.68 | −11.10 | |
| Tachycardia | 88 (31.5) | 93 (33.3) | 0.653 | ✓ | 17.04 | −3.98 |
| Edema and fluid overload | 60 (21.5) | 72 (25.8) | 0.232 | ✓ | −5.20 | −10.32 |
| Pulmonary edema | 38 (13.6) | 36 (12.9) | 0.803 | ✓ | 11.29 | 2.23 |
| Number of preindex guideline‐recommended therapies, | ||||||
| 0 | 7 (2.5) | 2 (0.7) | 0.097 | −8.83 | 10.16 | |
| 1 | 23 (8.2) | 28 (10.0) | 0.447 | −41.19 | −5.08 | |
| 2 | 92 (33.0) | 98 (35.1) | 0.591 | −28.14 | −4.44 | |
| 3 | 109 (39.1) | 105 (37.6) | 0.730 | 35.95 | 3.15 | |
| 4 | 45 (16.1) | 42 (15.1) | 0.722 | 39.81 | 3.54 | |
| 5 | 3 (1.1) | 4 (1.4) | 0.706 | 14.42 | −4.12 | |
| Preindex CRT/ICD, n (%) | 172 (61.6) | 157 (56.3) | 0.163 | ✓ | 55.33 | 11.15 |
| Preindex HF hospitalization, n (%) | 66 (23.7) | 64 (22.9) | 0.835 | ✓ | 27.10 | 1.85 |
| Preindex all‐cause hospitalization, n (%) | 124 (44.4) | 136 (48.7) | 0.312 | 0.24 | −8.65 | |
ACEI/ARB indicates angiotensin‐converting enzyme inhibitor or angiotensin‐receptor blocker; CRT/ICD, cardiac resynchronization therapy or implantable cardioverter‐defibrillator; HF, heart failure; ref., reference; MI, myocardial infarction; SAC/VAL, sacubitril/valsartan; SMD, standardized mean difference.
In addition to the patient characteristics indicated, SAC/VAL and ACEI/ARB cohorts were matched for preindex Quan–Charlson comorbidity score (category), selected preindex comorbid conditions (ischemic heart disease [other than MI], pulmonary vascular disease, peripheral artery disease, liver disease, anxiety [including adjustment disorders with anxiety], and substance abuse/dependence [including drugs and alcohol]), preindex HF‐related outpatient pharmacotherapy (ACEI/ARB, evidence‐based beta blocker, mineralocorticoid receptor agonist, loop diuretic, thiazide diuretic, and digoxin), selected preindex other outpatient pharmacotherapy (anticoagulant, antiplatelet agent, nondihydropyridine calcium‐channel blocker, dihydropyridine calcium‐channel blocker, lipid‐altering medication, vasodilator, insulin, and noninsulin hypoglycemic agent), preindex revascularization, preindex all‐cause medical and pharmacy costs (health plan–dependent quintiles), and encounter with cardiologist in the month preindex. Each preindex outpatient pharmacotherapy was calculated as total days’ supply.
Match performed using categorical version.
Identified using ICD‐9‐CM and ICD‐10‐CM diagnosis codes.
Guideline‐recommended medical therapies included ACEI/ARB, evidence‐based beta blocker, mineralocorticoid receptor agonist, isosorbide dinitrate+hydralazine, digoxin, and ivabradine.
Figure 2Patient selection and attrition. Identification period: October 1, 2015 through June 30, 2016. Index date: date of first pharmacy claim for SAC/VAL or ACEI/ARB. ACEI/ARB indicates angiotensin‐converting enzyme inhibitor or angiotensin‐receptor blocker; CRT/ICD, cardiac resynchronization therapy/implantable cardioverter‐defibrillator; HFrEF, heart failure with reduced ejection fraction; MI, myocardial infarction; PDC, proportion of days covered; SAC/VAL, sacubitril/valsartan. *Criteria for claims evidence of HF and stable status are provided in Figure 1. †Variables used in propensity score matching are provided in Table 1.
Figure 3Kaplan–Meier plots of first postindex hospitalization. Patient data are observed until each event of interest (HF hospitalization or all‐cause hospitalization) or patient postindex is censored (earliest of end of study period, health plan disenrollment, or death). Log‐rank tests: P=0.031 for HF hospitalization; P<0.001 for all‐cause hospitalization (SAC/VAL cohort vs ACEI/ARB cohort). ACEI/ARB indicates angiotensin‐converting enzyme inhibitor or angiotensin‐receptor blocker; HF, heart failure; SAC/VAL, sacubitril/valsartan.
Multivariable Proportional Hazards Model of Follow‐up HF Hospitalization
| Independent Variable | Hazard Ratio (95% CI) |
|
|---|---|---|
| SAC/VAL cohort (ref.: ACEI/ARB cohort) | 0.42 (0.23–0.79) | 0.007 |
| Health plan type, patient age (ref.: commercial, 18–64 y) | ||
| Medicare Advantage, 18 to 64 y | 2.48 (0.79–7.78) | 0.119 |
| Medicare Advantage, ≥65 y | 2.50 (0.89–7.08) | 0.084 |
| Male (ref.: female) | 0.65 (0.33–1.25) | 0.196 |
| Baseline comorbid conditions | ||
| Dyslipidemia | 0.63 (0.29–1.35) | 0.231 |
| Ischemic heart disease other than MI | 2.93 (1.13–7.61) | 0.027 |
| Diabetes mellitus (including complications) | 0.73 (0.37–1.46) | 0.377 |
| Atrial fibrillation | 1.67 (0.87–3.20) | 0.122 |
| Renal disease | 1.57 (0.76–3.23) | 0.224 |
| Chronic obstructive pulmonary disease | 0.68 (0.36–1.32) | 0.257 |
| Peripheral artery disease | 0.96 (0.43–2.17) | 0.924 |
| Cerebrovascular disease | 0.73 (0.27–1.95) | 0.529 |
| Pulmonary edema | 0.45 (0.17–1.17) | 0.103 |
| Asthma | 0.95 (0.41–2.19) | 0.906 |
| Pulmonary vascular disease | 0.85 (0.35–2.07) | 0.712 |
| Primary malignancy | 1.74 (0.74–4.12) | 0.205 |
| Liver disease | 1.38 (0.41–4.64) | 0.600 |
| Baseline symptoms | ||
| Shortness of breath | 2.27 (0.76–6.73) | 0.141 |
| Altered consciousness | 0.71 (0.33–1.54) | 0.383 |
| Tachycardia | 1.58 (0.85–2.94) | 0.145 |
| Edema and fluid overload | 1.68 (0.81–3.51) | 0.167 |
| Palpitations | 1.35 (0.62–2.95) | 0.454 |
| Baseline number of HF guideline‐recommended therapies | ||
| 2 | 5.77 (1.08–30.96) | 0.041 |
| 3 | 3.82 (0.75–19.56) | 0.108 |
| ≥4 | 6.27 (1.16–33.92) | 0.033 |
| Baseline CRT/ICD | 2.33 (1.18–4.57) | 0.014 |
| Baseline revascularization | 0.32 (0.07–1.38) | 0.125 |
| Baseline HF hospitalizations (ref.: 0) | ||
| 1 | 3.09 (1.24–7.74) | 0.016 |
| ≥2 | 11.22 (3.50–35.95) | <0.001 |
| Baseline all‐cause medical costs | ||
| Quintile 2 | 2.07 (0.78–5.50) | 0.147 |
| Quintile 3 | 1.14 (0.36–3.54) | 0.827 |
| Quintile 4 | 1.19 (0.41–3.42) | 0.751 |
| Quintile 5 | 0.68 (0.21–2.22) | 0.527 |
| Baseline all‐cause outpatient pharmacy costs | ||
| Quintile 2 | 0.61 (0.19–1.95) | 0.406 |
| Quintile 3 | 0.87 (0.30–2.51) | 0.789 |
| Quintile 4 | 1.77 (0.66–4.74) | 0.256 |
| Quintile 5 | 1.05 (0.36–3.01) | 0.931 |
ACEI indicates angiotensin‐converting enzyme inhibitor; ARB, angiotensin‐receptor blocker; CRT/ICD, cardiac resynchronization therapy+implantable cardioverter defibrillator; HF, heart failure; MI, myocardial infarction; ref., reference; SAC/VAL, sacubitril/valsartan.
Unadjusted results for HF hospitalization: hazard ratio=0.56; 95% CI, 0.33 to 0.94; P=0.030.
Guideline therapies include ACEI/ARB, evidence‐based beta blocker, mineralocorticoid receptor antagonist, hydralazine+isosorbide dinitrate, digoxin, and ivabradine.
Health plan–dependent quintiles; quintiles are ordered from 1 (lowest cost) to 5 (highest cost).
Multivariable Proportional Hazards Model of Follow‐up All‐Cause Hospitalization
| Independent Variable | Hazard Ratio (95% CI) |
|
|---|---|---|
| SAC/VAL cohort (ref.: ACEI/ARB cohort) | 0.51 (0.36–0.71) | <0.001 |
| Health plan type, patient age (ref.: commercial, 18–64 y) | ||
| Medicare Advantage, 18 to 64 y | 2.12 (1.13–3.98) | 0.020 |
| Medicare Advantage, ≥65 y | 1.96 (1.08–3.56) | 0.028 |
| Male (ref.: female) | 0.89 (0.62–1.28) | 0.536 |
| Baseline comorbid conditions | ||
| Dyslipidemia | 0.92 (0.58–1.47) | 0.723 |
| Ischemic heart disease other than MI | 1.69 (1.01–2.81) | 0.044 |
| Diabetes mellitus (including complications) | 0.99 (0.66–1.47) | 0.944 |
| Atrial fibrillation | 1.16 (0.82–1.63) | 0.414 |
| Renal disease | 1.66 (1.12–2.45) | 0.012 |
| Chronic obstructive pulmonary disease | 0.74 (0.50–1.11) | 0.142 |
| Peripheral artery disease | 0.75 (0.46–1.22) | 0.241 |
| Cerebrovascular disease | 0.95 (0.60–1.49) | 0.812 |
| Pulmonary edema | 0.81 (0.49–1.35) | 0.422 |
| Asthma | 1.24 (0.80–1.94) | 0.338 |
| Pulmonary vascular disease | 1.00 (0.60–1.67) | 0.992 |
| Primary malignancy | 1.60 (0.98–2.62) | 0.059 |
| Liver disease | 0.84 (0.46–1.55) | 0.580 |
| Baseline symptoms | ||
| Shortness of breath | 2.10 (1.11–3.98) | 0.023 |
| Altered consciousness | 1.07 (0.75–1.52) | 0.717 |
| Tachycardia | 1.19 (0.83–1.71) | 0.340 |
| Edema and fluid overload | 1.52 (1.01–2.29) | 0.047 |
| Palpitations | 0.71 (0.39–1.30) | 0.264 |
| Baseline number of HF guideline‐recommended therapies | ||
| 2 | 1.31 (0.72–2.38) | 0.382 |
| 3 | 0.99 (0.52–1.86) | 0.963 |
| ≥4 | 1.45 (0.76–2.77) | 0.259 |
| Baseline CRT/ICD | 1.18 (0.80–1.73) | 0.408 |
| Baseline revascularization | 1.32 (0.78–2.23) | 0.300 |
| Baseline HF hospitalizations (ref.: 0) | ||
| 1 | 1.24 (0.75–2.07) | 0.402 |
| ≥2 | 2.59 (1.37–4.91) | 0.004 |
| Baseline all‐cause medical costs | ||
| Quintile 2 | 1.48 (0.75–2.90) | 0.259 |
| Quintile 3 | 1.18 (0.64–2.17) | 0.607 |
| Quintile 4 | 1.10 (0.56–2.16) | 0.791 |
| Quintile 5 | 1.45 (0.72–2.93) | 0.296 |
| Baseline all‐cause outpatient pharmacy costs | ||
| Quintile 2 | 0.88 (0.46–1.69) | 0.701 |
| Quintile 3 | 1.11 (0.62–2.01) | 0.721 |
| Quintile 4 | 1.63 (0.91–2.94) | 0.102 |
| Quintile 5 | 1.49 (0.79–2.84) | 0.221 |
ACEI indicates angiotensin‐converting enzyme inhibitor; ARB, angiotensin‐receptor blocker; CRT/ICD, cardiac resynchronization therapy+implantable cardioverter defibrillator; HF, heart failure; MI, myocardial infarction; ref., reference; SAC/VAL, sacubitril/valsartan.
Unadjusted results for all‐cause hospitalization: hazard ratio=0.57; 95% CI, 0.42 to 0.77; P<0.001.
Guideline therapies include ACEI/ARB, evidence‐based beta blocker, mineralocorticoid receptor antagonist, hydralazine+isosorbide dinitrate, digoxin, and ivabradine.
Health plan–dependent quintiles; quintiles are ordered from 1 (lowest cost) to 5 (highest cost).
Figure 4Per‐patient per‐month (PPPM) postindex healthcare costs. Combined health plan–paid+patient‐paid amounts (top) and patient‐paid amounts (bottom) are shown. *P<0.05; **P<0.001. ACEI/ARB indicates angiotensin‐converting enzyme inhibitor or angiotensin‐receptor blocker; HF, heart failure; SAC/VAL, sacubitril/valsartan.
Multivariable Generalized Linear Model of Follow‐up All‐Cause Healthcare Costs
| Independent Variable | Hazard Ratio (95% CI) |
|
|---|---|---|
| SAC/VAL cohort (ref.: ACEI/ARB cohort) | 0.74 (0.59–0.94) | 0.013 |
| Health plan type, patient age (ref.: commercial, 18–64 y) | ||
| Medicare Advantage, 18 to 64 y | 0.97 (0.59–1.59) | 0.890 |
| Medicare Advantage, ≥65 y | 0.72 (0.50–1.04) | 0.081 |
| Male (ref.: female) | 0.95 (0.71–1.26) | 0.705 |
| Baseline comorbid conditions | ||
| Dyslipidemia | 0.90 (0.58–1.42) | 0.660 |
| Ischemic heart disease other than MI | 1.24 (0.86–1.78) | 0.256 |
| Diabetes mellitus (including complications) | 0.73 (0.55–0.97) | 0.031 |
| Atrial fibrillation | 1.02 (0.77–1.34) | 0.902 |
| Renal disease | 1.13 (0.82–1.55) | 0.451 |
| Chronic obstructive pulmonary disease | 1.01 (0.73–1.40) | 0.948 |
| Peripheral artery disease | 0.91 (0.67–1.22) | 0.514 |
| Cerebrovascular disease | 0.90 (0.68–1.19) | 0.456 |
| Pulmonary edema | 0.80 (0.47–1.36) | 0.404 |
| Asthma | 0.81 (0.57–1.15) | 0.228 |
| Pulmonary vascular disease | 1.12 (0.81–1.56) | 0.499 |
| Primary malignancy | 1.06 (0.74–1.52) | 0.745 |
| Liver disease | 0.95 (0.66–1.38) | 0.789 |
| Baseline symptoms | ||
| Shortness of breath | 1.25 (0.87–1.79) | 0.232 |
| Altered consciousness | 1.00 (0.76–1.32) | 0.987 |
| Tachycardia | 0.98 (0.77–1.26) | 0.886 |
| Edema and fluid overload | 1.33 (0.91–1.93) | 0.139 |
| Palpitations | 1.33 (0.78–2.26) | 0.300 |
| Baseline number of HF guideline recommended therapies | ||
| 2 | 1.23 (0.74–2.05) | 0.425 |
| 3 | 1.12 (0.71–1.77) | 0.637 |
| ≥4 | 1.54 (0.94–2.54) | 0.090 |
| Baseline CRT/ICD | 0.98 (0.76–1.27) | 0.885 |
| Baseline revascularization | 0.76 (0.50–1.15) | 0.195 |
| Baseline HF hospitalizations (ref.: 0) | ||
| 1 | 1.35 (0.93–1.98) | 0.119 |
| ≥2 | 1.17 (0.70–1.96) | 0.554 |
| Baseline all‐cause medical costs | ||
| Quintile 2 | 1.33 (0.88–2.01) | 0.181 |
| Quintile 3 | 1.48 (0.98–2.24) | 0.066 |
| Quintile 4 | 1.72 (1.07–2.77) | 0.025 |
| Quintile 5 | 2.12 (1.25–3.58) | 0.005 |
| Baseline all‐cause outpatient pharmacy costs | ||
| Quintile 2 | 1.23 (0.79–1.94) | 0.362 |
| Quintile 3 | 0.95 (0.62–1.46) | 0.824 |
| Quintile 4 | 1.30 (0.82–2.04) | 0.263 |
| Quintile 5 | 1.96 (1.21–3.19) | 0.007 |
ACEI indicates angiotensin‐converting enzyme inhibitor; ARB, angiotensin‐receptor blocker; CRT/ICD, cardiac resynchronization therapy+implantable cardioverter defibrillator; HF, heart failure; MI, myocardial infarction; ref., reference; SAC/VAL, sacubitril/valsartan.
Guideline therapies include ACEI/ARB, evidence‐based beta blocker, mineralocorticoid receptor antagonist, hydralazine+isosorbide dinitrate, digoxin, ivabradine.
Health plan–dependent quintiles; quintiles are ordered from 1 (lowest cost) to 5 (highest cost).