| Literature DB >> 29872272 |
Douglas C Wolf1, Srihari Jaganathan2, Chakkarin Burudpakdee3, Arpamas Seetasith3, Robert Low2, Edward Lee4, Jay Gucky2, Mohamed Yassine4, David A Schwartz5.
Abstract
BACKGROUND: Patient support programs have a positive effect on adherence to therapy. Certolizumab pegol (CZP) is a tumor necrosis factor antagonist for the treatment of Crohn's disease.Entities:
Keywords: Crohn’s disease; adherence; certolizumab pegol; claims data; cost; nurse assistance; patient support program
Year: 2018 PMID: 29872272 PMCID: PMC5973629 DOI: 10.2147/PPA.S148777
Source DB: PubMed Journal: Patient Prefer Adherence ISSN: 1177-889X Impact factor: 2.711
Baseline demographics and clinical characteristics of the matched populationa
| Characteristics | CZP with nurse assistance (n=417) | CZP without nurse assistance (n=417) | |
|---|---|---|---|
| Age (continuous), mean (SD), years | 39.1 (12.0) | 38.9 (12.4) | 0.8290 |
| Gender, n (%) | |||
| Female | 232 (55.6) | 232 (55.6) | 1.0000 |
| Male | 185 (44.4) | 185 (44.4) | 1.0000 |
| Payer type, n (%) | |||
| Commercial | 228 (54.7) | 238 (57.1) | 0.2558 |
| Self-insured | 187 (44.8) | 173 (41.5) | |
| Medicaid | 2 (0.5) | 6 (1.4) | |
| Charlson comorbidity index | 0.46 (0.99) | 0.40 (0.77) | 0.3114 |
| Medication history, n (%) | |||
| Corticosteroids | 312 (74.8) | 317 (76.0) | 0.6876 |
| TNF antagonists | 208 (49.9) | 227 (54.4) | 0.1878 |
| Monoclonal antibodies | 2 (0.5) | 1 (0.2) | 0.5630 |
| Methotrexate | 14 (3.4) | 24 (5.8) | 0.0968 |
| Thiopurines | 149 (35.7) | 137 (32.9) | 0.3814 |
| Anti-anxiety medication | 145 (34.8) | 136 (32.6) | 0.5097 |
| Antidepressants | 127 (30.5) | 120 (28.8) | 0.5955 |
| Hospitalizations, mean (SD) | 0.57 (1.07) | 0.57 (1.19) | 0.9755 |
| History of CD-related surgery, n (%) | |||
| ≥1 surgery | 303 (72.7) | 285 (68.3) | 0.1717 |
Notes:
Exact matching was performed using gender and categorical age, with a 1:1 ratio of cases to controls.
Dartmouth–Manitoba adaptation of the Charlson comorbidity index.26
Abbreviations: CD, Crohn’s disease; CZP, certolizumab pegol; SD, standard deviation; TNF, tumor necrosis factor.
Adherence and persistence with certolizumab pegol therapy with and without nurse assistance
| Compliance parameter | CZP with nurse assistance (n=276) | CZP without nurse assistance (n=276) | |
|---|---|---|---|
| PDC | |||
| Mean (SD) | 0.62 (0.29) | 0.54 (0.32) | 0.0029 |
| Median (min–max) | 0.73 (0.04–1.00) | 0.60 (0.04–1.00) | 0.0086 |
| MPR | |||
| Mean (SD) | 0.65 (0.30) | 0.57 (0.33) | 0.0029 |
| Median (min–max) | 0.78 (0.04–1.00) | 0.62 (0.04–1.00) | 0.0058 |
| Adherence to treatment, n (%) | |||
| Patients with PDC ≥80% | 111 (40.2) | 93 (33.7) | 0.1125 |
| Patients with MPR ≥80% | 125 (45.3) | 103 (37.3) | 0.0572 |
| Persistance with treatment, n (%) | 139 (50.4) | 116 (42.0) | 0.0496 |
| Duration of persistance (days) | |||
| Mean (SD) | 240.8 (132.9) | 215.6 (139.4) | 0.0304 |
| Median (min–max) | 360 (14–360) | 223.5 (14–360) | 0.0200 |
Abbreviations: CZP, certolizumab pegol; max, maximum; min, minimum; MPR, medication possession ratio; PDC, proportion of days covered; SD, standard deviation.
Figure 1Adherence to CZP therapy using the PDC and MPR measures with and without nurse assistance.
Abbreviations: CZP, certolizumab pegol; MPR, medication possession ratio; PDC, proportion of days covered.
Figure 2Kaplan–Meier curves comparing time to discontinuation of treatment.
Note: Data are presented up to 3 years of follow-up; patients were censored at the end of the 3 years.
Abbreviation: CZP, certolizumab pegol.
The effect of nurse assistance on hospitalizations and total health care costs
| Outcome measure | CZP with nurse assistance (n=276) | CZP without nurse assistance (n=276) |
|---|---|---|
| Total hospitalizations | 151 | 203 |
| Hospitalizations per patient | ||
| Mean (SD) | 0.55 (1.2) | 0.74 (1.3) |
| Median | 0.00 | 0.00 |
| Min, max | 0.00, 10.0 | 0.00, 10.0 |
| Total cost of hospitalizations (US$) | 2,776,751 | 4,305,173 |
| Cost per patient (US$) | ||
| Mean (SD) | 10,060.69 (43,935.1) | 15,598.45 (43,650.0) |
| Median | 0.00 | 0.00 |
| Min, max | 0.00, 646,048.41 | 0.00, 603,299.28 |
| Patients with at least one hospitalization | 77 (27.9) | 107 (38.8) |
| Hospitalization per patient | ||
| Mean (SD) | 1.96 (1.6) | 1.90 (1.5) |
| Median | 1.00 | 1.00 |
| Min, max | 1.00, 10.00 | 1.00, 10.00 |
| Length of stay | ||
| Mean (SD) | 11.70 (17.5) | 10.95 (13.2) |
| Median | 6.00 | 7.00 |
| Min, max | 1.00, 127.00 | 2.00, 95.00 |
| Total cost of hospitalizations per patient (US$) | ||
| Mean (SD) | 36,061.70 (77,683.00) | 40,235.26 (62,788.80) |
| Median | 21,448.79 | 25,001.22 |
| Min, max | 540.35, 646,048.41 | 2,618.98, 603,299.28 |
| Total health care cost (US$) | 14,716,874.59 | 17,147,109.00 |
| Total health care cost per patient (US$) | ||
| Mean (SD) | 53,322.01 (56,509.47) | 62,127.21 (75,439.05) |
| Median | 40,929.39 | 44,445.47 |
| Min, max | 6,346.47, 746,142.94 | 1,824.45, 863,539.00 |
Abbreviations: CZP, certolizumab pegol; max, maximum; min, minimum; SD, standard deviation.
Multivariate regression analysis evaluating the impact of certolizumab pegol in combination with other covariates on hospitalization costs
| Variable | Parameter coefficient | Exp (coefficient) | % change reduction/increase | Standard error | |
|---|---|---|---|---|---|
| −0.817 | 0.442 | −55.8 | 0.272 | 0.0026 | |
| Plan type (other vs PPO) | 0.414 | 1.513 | 51.3 | 0.417 | 0.3211 |
| Payer type (other vs commercial) | 0.418 | 1.519 | 51.9 | 0.288 | 0.1461 |
| Geographic region (ref: South) | |||||
| Northeast | −0.160 | 0.852 | −14.8 | 0.376 | 0.6704 |
| Midwest | 0.285 | 1.329 | 32.9 | 0.335 | 0.3956 |
| West | −0.896 | 0.408 | −59.2 | 0.717 | 0.2114 |
| Comorbid condition (yes vs no) | |||||
| ASCVD | −0.416 | 0.660 | −34.0 | 0.609 | 0.4949 |
| Asthma | −0.330 | 0.719 | −28.1 | 0.498 | 0.5079 |
| COPD | 0.366 | 1.442 | 44.2 | 0.770 | 0.6343 |
| Cancer | 0.145 | 1.157 | 15.7 | 0.434 | 0.7374 |
| Hypertension | −0.186 | 0.830 | −17.0 | 0.433 | 0.6675 |
| Diabetes | 1.089 | 2.970 | 197.0 | 0.851 | 0.2005 |
| Medication history (yes vs no) | |||||
| Corticosteroids | 0.336 | 1.400 | 40.0 | 0.332 | 0.3106 |
| TNF antagonists | 0.436 | 1.546 | 54.6 | 0.274 | 0.1113 |
| Methotrexate | 0.423 | 1.526 | 52.6 | 0.745 | 0.5702 |
| Thiopurines | −0.168 | 0.846 | −15.4 | 0.308 | 0.5860 |
| Anti-anxiety medication | 0.654 | 1.923 | 92.3 | 0.309 | 0.0344 |
| Number of prior hospitalizations | 0.371 | 1.450 | 45.0 | 0.137 | 0.0067 |
| History of surgery (yes vs no) | |||||
| Patients with ≥1 surgery | −0.232 | 0.793 | 20.7 | 0.299 | 0.4373 |
Abbreviations: ASCVD, atherosclerotic cardiovascular disease; COPD, chronic obstructive pulmonary disease; CZP, certolizumab pegol; Exp, exponentiated; PPO, preferred provider organization; ref, reference; TNF, tumor necrosis factor.
Multivariate regression analysis evaluating the impact of certolizumab pegol in combination with other covariates on total health care costs
| Variable | Parameter coefficient | Exp (coefficient) | % change reduction/increase | Standard error | |
|---|---|---|---|---|---|
| −0.154 | 0.857 | −14.3 | 0.054 | 0.0045 | |
| Plan type (other vs PPO) | 0.051 | 1.053 | 5.3 | 0.085 | 0.5443 |
| Payer type (other vs commercial) | 0.059 | 1.061 | 6.1 | 0.056 | 0.2884 |
| Geographic region (ref: South) | |||||
| Northeast | −0.085 | 0.919 | −8.1 | 0.074 | 0.2508 |
| Midwest | 0.141 | 1.152 | 15.2 | 0.067 | 0.0347 |
| West | 0.077 | 1.080 | 8.0 | 0.143 | 0.5909 |
| Comorbid condition (yes vs no) | |||||
| ASCVD | 0.152 | 1.164 | 16.4 | 0.110 | 0.1699 |
| Asthma | −0.083 | 0.921 | −7.9 | 0.099 | 0.4040 |
| COPD | 0.069 | 1.072 | 7.2 | 0.155 | 0.6559 |
| Cancer | 0.095 | 1.100 | 10.0 | 0.083 | 0.2536 |
| Hypertension | −0.126 | 0.881 | −11.9 | 0.078 | 0.1055 |
| Diabetes | 0.364 | 1.439 | 43.9 | 0.145 | 0.0119 |
| Medication history (yes vs no) | |||||
| Corticosteroids | 0.031 | 1.031 | 3.1 | 0.065 | 0.6382 |
| TNF antagonists | 0.246 | 1.279 | 27.9 | 0.055 | <0.0001 |
| Methotrexate | 0.014 | 1.014 | 1.4 | 0.140 | 0.9191 |
| Thiopurines | −0.095 | 0.910 | −9.0 | 0.058 | 0.0995 |
| Anti-anxiety medication | 0.221 | 1.247 | 24.7 | 0.060 | 0.0002 |
| Number of prior hospitalizations | 0.109 | 1.116 | 11.6 | 0.025 | <0.0001 |
| History of surgery (yes vs no) | |||||
| Patients with ≥1 surgery | −0.037 | 0.964 | −3.6 | 0.061 | 0.5447 |
Abbreviations: ASCVD, atherosclerotic cardiovascular disease; COPD, chronic obstructive pulmonary disease; CZP, certolizumab pegol; Exp, exponentiated; PPO, preferred provider organization; ref, reference; TNF, tumor necrosis factor.