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Erschienen in: Advances in Therapy 7/2022

Open Access 16.05.2022 | Original Research

Real-World Biologic Adherence, Persistence, and Monotherapy Comparisons in US Patients with Psoriasis: Results from IBM MarketScan® Databases

verfasst von: Craig Leonardi, Baojin Zhu, William N. Malatestinic, William J. Eastman, Jiaying Guo, Mwangi J. Murage, Casey Kar-Chan Choong, Russel Burge, Andrew Blauvelt

Erschienen in: Advances in Therapy | Ausgabe 7/2022

Abstract

Introduction

Limited real-world data are available comparing multiple biologics on their adherence, persistence, and the use of concomitant biologics in the treatment of moderate-to-severe psoriasis in clinical practice. The objective was to compare persistence of and adherence to ixekizumab (IXE) treatment, as monotherapy or with concomitant medication, versus patients receiving other commonly prescribed biologics.

Methods

Patients who newly initiated IXE, adalimumab (ADA), etanercept (ETN), secukinumab (SEC), or ustekinumab (UST) in IBM MarketScan® databases with diagnosis of psoriasis were identified. Treatment comparisons on medication persistence, adherence, and monotherapy were based on balanced samples after inverse probability of treatment weighting (IPTW).

Results

A higher proportion of patients receiving IXE had had previous biologic therapies (50.3%) versus other biologics (ADA: 9.1%, ETN: 10.9%, SEC: 33.9%, UST: 19.7%). Patients treated with IXE showed statistically (p < 0.001) greater persistence than patients treated with SEC, ADA, UST, or ETN at both 1-year follow-up and up to 3 years of follow-up. Adherence for patients treated with IXE was significantly (p < 0.001) higher compared to ADA, ETN, and UST at both 1-year follow-up and up to 3 years of follow-up. There was no significantly higher adherence in patients treated with IXE compared to those treated with SEC at 1-year follow-up, but IXE had higher adherence than SEC (p < 0.05) at 1–3 year follow-up. IXE showed longer time on monotherapy than ADA (p < 0.001), ETN (p < 0.001), SEC (p < 0.05), and UST (p < 0.001) for both 1-year and 1–3 year follow-up. Sensitivity analyses on persistence, adherence, and monotherapy with further model adjustments after IPTW confirmed the findings.

Conclusions

Patients treated with IXE were more persistent on and adherent to treatment and remained on monotherapy longer compared to those on all other commonly prescribed biologics combined or with individual biologics.
Hinweise

Supplementary Information

The online version contains supplementary material available at https://​doi.​org/​10.​1007/​s12325-022-02155-9.
Key Summary Points
Why carry out this study?
Although most biologics were approved as monotherapy for the treatment of moderate-to-severe psoriasis, corticosteroids and oral systemic medications are often used as add-on medications in real-world practice
Limited real-world data are available comparing multiple biologics on their adherence, persistence, and use of concomitant biologics in the treatment of moderate-to-severe psoriasis in clinical practice
What was learned from the study?
Results from this study suggest that, in real-world settings, patients with psoriasis were significantly more persistent and adherent on ixekizumab treatment compared to those treated with other commonly prescribed biologics
Patients with psoriasis remained on ixekizumab significantly longer as a monotherapy compared to other biologics
The findings from this analysis can inform treatment decisions for the management of moderate-to-severe psoriasis

Introduction

Psoriasis is a common, chronic inflammatory disease characterized by well demarcated, red, scaly plaques on the skin as well as numerous possible comorbidities [1, 2]. For patients with moderate-to-severe psoriasis, treatment often includes oral medications, biologics, and/or (less frequently) phototherapy [3]. Although biologics are approved as monotherapy for the treatment of moderate-to-severe psoriasis, other systemic medications are often used as add-on medications in real-world practice [4]. Studies have shown that concomitant use of methotrexate with biologics such as etanercept [57] or adalimumab [7] increases the efficacy of these agents compared with biologic monotherapy in patients with moderate-to-severe psoriasis.
Adherence is the extent to which a patient takes a medication as prescribed while medication persistence is characterized by the duration of time a patient remains on a medication from initiation of therapy to discontinuation [8]. Continued adherence and persistence are key to achieving satisfactory disease control and improved quality of life. Non-adherence and non-persistence in psoriasis treatment management lead to increased risk of recurrence and treatment failure, as well as increased health-care costs [8, 9]. Therefore, understanding adherence and persistence differences in psoriasis treatments in real-world settings is essential in informing decisions of patients, providers, and payers when considering biologic therapies. Currently, there are limited data comparing the adherence and effectiveness of using biologics as monotherapy.
Ixekizumab (IXE) is a high-affinity monoclonal antibody that selectively targets interleukin (IL)-17A and is Food and Drug Administration (FDA) and European Medicines Agency (EMA) approved for the treatment of moderate-to-severe plaque psoriasis, active psoriatic arthritis, and spondylarthritis. The objective of the current retrospective analysis was to compare persistence, adherence, and monotherapy days among patients with psoriasis treated with IXE versus those treated with other commonly prescribed biologics, including secukinumab (SEC), ustekinumab (UST), adalimumab (ADA), and etanercept (ETN), using an administrative claims database. At the time this study was conducted, data were insufficient to include IL-23 inhibitors in the analysis.

Methods

Research Design and Data Source

This is a retrospective cohort analysis aiming to characterize patients with psoriasis treated with biologics including IXE, SEC, UST, ADA, and ETN using IBM Marketscan® Research Databases (The Commercial and Medicare Supplemental Database, supplemented with more recent data by the Early View Database). IBM Marketscan® Research Databases are collections of de-identified claims data for commercially insured people in the US capturing patient-level data on demographics, healthcare resource utilization, expenditures, and enrollment across inpatient, outpatient, prescription drug, and carve-out services. No institutional review board approval was required as the statistical analyses utilized a de-identified secondary data source.

Sample Selection

Selected patients received newly initiated biologics (IXE, SEC, UST, ADA, or ETN) between July 1, 2016, and July 1, 2018, from IBM MarketScan® Databases. The index date was set at the date of the first claim of the index biologic. The index biologic was the first biologic claimed during the study window. Patients were assigned to the IXE, SEC, UST, ADA, or ETN cohort based on the medication claim on the index date. Patients were additionally required to have continuous enrollment with medical and pharmacy benefits for at least 6 months before biologic initiation (“pre-index”) and a minimum of 12 months after the index date (“post-index”). Patients included in the cohort had at least one inpatient or two outpatient psoriasis diagnosis claims (at least 21 days apart) (ICD-9-CM codes 696.1 × or ICD-10 codes L40.0–L40.4 or L40.8). At least one of the PsO diagnosis claims occurred pre-index. Patients had to be at least 18 years of age at their index date. Patients diagnosed with other autoimmune diseases including ankylosing spondylitis, rheumatoid arthritis, Crohn’s disease, or ulcerative colitis during the pre-index period were excluded to avoid inclusion of patients taking biologics for other disease than psoriasis.

Outcomes

Patient demographic and clinical characteristics along with treatment patterns were reported for each index biologic at baseline.
Adherence to each index biologic was measured by the proportion of days covered (PDC), defined by the sum of the number of days covered on the index medication divided by the follow-up days; overlapping days between claims were truncated to avoid potential double-counting. Patients were deemed to be highly adherent if they had PDC ≥ 80%. Monotherapy was defined as days of the index medication without concomitant systemic, phototherapy, or other biologics. PDCs of monotherapy were also reported for each index biologic. PDC of concomitant medication, defined as the use of any systemic medications including other biologics and phototherapy during the post-period, was reported.
Persistence was measured by calculating the time from index date to treatment interruption. Patients were persistent if they received continuous treatment with the same study drug without a prescription gap of > 60 days (between a prescription’s last day of supply and date of next refill) from the index date to the end of continuous enrollment or the end of the study period.

Statistical Analysis

The patient populations for this data analysis were [1] those with prior 6-month eligibility (pre-index) and post-index 1-year follow-up and [2] prior 6-month eligibility (pre-index) and post-index > 1-year follow-up. Inverse probability of treatment weighting (IPTW) was applied before comparison to address cohort imbalances in patient demographic characteristics (index age, gender, geographic region, health plan type), clinical characteristics in the baseline period (Deyo-Charlson comorbidity index and comorbid conditions, including anxiety, cerebrovascular disease, depression, diabetes, hyperlipidemia, multiple sclerosis, obesity), baseline biologic/systemic/topical/phototherapy use, and prior 6-month total health care costs. The PDC and percent of patients achieving ≥ 80% PDC on adherence, monotherapy, and concomitant medication were compared between treatments using weighted t-tests and weighted logistic regression models.
Kaplan-Meier curves were used to estimate the observed time to the first medication gap of > 60 days, and weighted Cox proportional hazards model was used to obtain the hazard ratio (HR) of IXE versus other biologics on medication discontinuation. Sensitivity analyses on adherence and persistence were also conducted with further adjustments in the respective tests using the same variables as those for IPTW.

Results

Demographic and Baseline Characteristics

Patient demographic and baseline characteristics are provided in Table 1. A total of 7797 patients met the inclusion criteria, of which 742 initiated IXE, 3592 ADA, 524 ETN, 1027 SEC, and 1912 UST. Mean age across biologic treatment cohorts ranged from 46.2 years (ADA) to 49.3 years (IXE). Percentage of females across the biologics ranged from 44.2% (IXE) to 48.5% (ETN). Most biologic users resided in the South (46.7%–51.1%) and were covered by commercial insurance (92.7%–97.0%). A higher proportion of patients receiving IXE had previous biologic therapies (50.3%) versus other biologics (ADA: 9.1%, ETN: 10.9%, SEC: 33.9%, UST: 19.7%).
Table 1
Demographics and baseline characteristics
 
IXE
N = 742
ADA
N = 3,592
ETN
N = 524
SEC
N = 1,027
UST
N = 1,912
Age, years
49.3 (11.5)
46.2 (12.6)
48.3 (13.3)
48.2 (12.4)
46.7 (13.2)
Female
328 (44.2)
1651 (46.0)
254 (48.5)
465 (45.3)
887 (46.4)
Region
 North Central
155 (20.9)
840 (23.4)
110 (21.0)
200 (19.5)
340 (17.8)
 North East
122 (16.4)
479 (13.3)
89 (17.0)
172 (16.8)
465 (24.3)
 South
379 (51.1)
1814 (50.5)
250 (47.7)
503 (49.0)
893 (46.7)
 West
85 (11.5)
447 (12.4)
75 (14.3)
150 (14.6)
209 (10.9)
 Unknown/missing
1 (0.1)
12 (0.3)
0
2 (0.2)
5 (0.3)
Health plan
 Commercially insured employees
705 (95.0)
3485 (97.0)
486 (92.8)
978 (95.2)
1811 (94.7)
 Covered dependents, retirees with supplemental Medicare coverage
37 (5.0)
107 (3.0)
38 (7.3)
49 (4.8)
101 (5.3)
Previous therapies
 Biologic
373 (50.3)
326 (9.1)
57 (10.9)
348 (33.9)
377 (19.7)
 Oral medications
233 (31.4)
988 (27.5)
144 (27.5)
297 (28.9)
526 (27.5)
 Phototherapy
31 (4.2)
138 (3.8)
23 (4.4)
26 (2.5)
57 (3.0)
 Topical
444 (59.8)
2356 (65.6)
334 (63.7)
624 (60.8)
1082 (56.6)
Comorbidities
 Diabetes
120 (16.2)
450 (12.5)
74 (14.1)
152 (14.8)
250 (13.1)
 Hyperlipidaemia
155 (20.9)
699 (19.5)
105 (20.0)
212 (20.6)
365 (19.1)
 Hypertension
206 (27.8)
923 (25.7)
136 (26.0)
305 (29.7)
493 (25.8)
 Obesity
140 (18.9)
604 (16.8)
84 (16.0)
176 (17.1)
286 (15.0)
 Anxiety
45 (6.1)
333 (9.3)
55 (10.5)
94 (9.2)
163 (8.5)
Time of follow-up
 1 year
4 (0.5)
34 (1.0)
2 (0.4)
26 (2.5)
18 (0.9)
 > 1 year ≤ 2 years
210 (28.3)
1055 (29.4)
142 (27.1)
294 (28.6)
484 (25.3)
 > 2 years
528 (71.2)
2503 (69.7)
380 (72.5)
707 (68.8)
1410 (73.7)
Data are n (%) or mean (SD). Percentages were calculated based on the number of patients
ADA adalimumab, ETN etanercept, IXE ixekizumab, N  number of patients in analysis, n number of patients in analysis population, SEC secukinumab, SD standard deviation, UST ustekinumab

Persistence to Biologics

1-year Post-Index Period

Observed median time in days (95% CI) to treatment persistence for IXE was overall higher when compared to all of the other biologics combined (358 [353–364] vs. 258 [247–269]) and when compared to each biologic evaluated separately: ADA (300 [285–314]), ETN (181 [168–200]), SEC (328 [302–346]), and UST (176 [155–193]) (Fig. 1).
Patients treated with IXE were less likely to be non-persistent to therapy when compared with all of the other biologics combined (HR: 0.72, p < 0.001) and when compared with each biologic individually: ADA (HR: 0.82, p < 0.001), ETN (HR: 0.50, p < 0.001), SEC (HR: 0.83, p < 0.001), and UST (HR: 0.55, p < 0.001) (Fig. 2a).

More than 1-Year Follow-Up

Consistent with the 1-year follow-up results, among patients with a minimum of 1 year and up to 3-year follow-up, observed median time in days (95% CI) to treatment persistence was higher in patients receiving IXE when compared to all of the other biologics combined (414 [370–474] vs. 259 [249–270]) and when compared with each biologic evaluated separately: ADA (301 [286–315]), ETN (181 [168–200]), SEC (335 [307–363]), and UST (176 [155–193]) (Supplementary Fig. 1).
Patients treated with IXE were less likely to be non-persistent compared with other biologics combined (HR: 0.75, p < 0.001), ADA (HR: 0.83, p < 0.001), ETN (HR: 0.56, p < 0.001), SEC (HR: 0.83, p < 0.001), and UST (HR: 0.62, p < 0.001) (Fig. 2b).
Sensitivity analyses with further model adjustments after IPTW confirmed the findings on all persistence findings.

Medical Adherence to Biologics

One-Year Post-Index Period

At 1-year, mean adherence, measured as PDC, was significantly (p < 0.001) higher for patients taking IXE compared with all biologics combined (0.66 vs. 0.60, p < 0.001), ADA (0.66 vs. 0.62), ETN (0.67 vs. 0.50), and UST (0.66 vs. 0.57) (Table 2). There were no statistically significant differences in adherence measured by PDC between IXE and SEC (0.67 vs. 0.64, p = 0.055) at 1-year follow-up. Patients taking IXE had a statistically (p < 0.001) greater level of high adherence compared to all biologics combined (43.6% vs. 34.0%), ADA (43.2% vs. 38.7%), ETN (43.6% vs. 18.0%), SEC (44.1% vs. 37.8%), and UST (43.9% vs. 27.6%) as measured by PDC 80% or higher (Table 2).
Table 2
Medication adherence, monotherapy, and concomitant medication
 
Alla
ADA
ETN
SEC
UST
IXE
N = 7686
All
N = 7801
IXE
N = 4220
ADA
N = 4365
IXE
N = 1272
ETN
N = 1253
IXE
N = 1770
SEC
N = 1770
IXE
N = 2649
UST
N = 2659
1-year post-index period
 Index medication
  PDC of index medication
0.66
0.60
0.66
0.62
0.67
0.50
0.67
0.64
0.66
0.57
  ≥ 80% of PDC of index medication
43.6
34.0
43.2
38.7
43.6
18.0
44.1
37.8
43.9
27.6
 Monotherapy
  PDC of monotherapy
0.66
0.59
0.66
0.61
0.66
0.48
0.66
0.63*
0.66
0.56
 Concomitant medication
  PDC of concomitant medication
0.05
0.08
0.05
0.09
0.06
0.17
0.06
0.06
0.05
0.05
More than 1-year follow-up
 Index medication
  PDC of index medication
0.53
0.46
0.53
0.46
0.53
0.33
0.53
0.51*
0.53
0.46
  ≥ 80% of PDC of index medication
22.0
17.0
22.7
18.3
22.5
8.3
22.5
20.6
21.4
15.8
 Monotherapy
  PDC of monotherapy
0.53
0.45
0.53
0.45
0.53
0.32
0.53
0.50*
0.53
0.45
Concomitant medication
 PDC of concomitant medication
0.07
0.12
0.07
0.14
0.08
0.24
0.08
0.10*
0.07
0.09
*p < 0.05, †p ≤ 0.01, ‡p < 0.001 versus IXE
aIncludes SEC, UST, ADA, and ETN
ADA adalimumab, ETN etanercept, IXE ixekizumab, PDC Proportion of days covered, SEC secukinumab, UST ustekinumab

More than 1-Year Follow-Up

In patients with at least 1 year and up to 3 years of follow-up, adherence measured by PDC was significantly (p < 0.001) better in patients treated with IXE compared with all combined biologics (0.53 vs. 0.46), and when compared with individual biologics ADA (0.53 vs. 0.46), UST (0.53 vs. 0.46), and ETN (0.53 vs. 0.33) and with SEC (0.53 vs. 0.51, p < 0.05) (Table 2). A significantly higher percentage of patients (p < 0.001) taking IXE was highly adherent (PDC 80% or higher) compared with all biologics combined (22.0% vs. 17.0%) and when compared to individual biologics ADA (22.7% vs. 18.3%), ETN (22.5% vs. 8.3%), and UST (21.4% vs. 15.8%) (Table 2). There were no statistically significant differences in high adherence (PDC ≥ 80%) between IXE and SEC (22.5% vs. 20.6%, p = 0.175) after 1-year and up to 3 years of follow-up.

Monotherapy and Concomitant Medication

Among patients with 1-year follow-up, the PDC on monotherapy was significantly (p < 0.001) higher in patients taking IXE compared with all biologics combined (0.66 vs. 0.59) and compared with individual biologics: ADA (0.66 vs. 0.61), ETN (0.66 vs. 0.48), and UST (0.66 vs. 0.56) and with SEC (0.66 vs. 0.63, p < 0.05) as well (Table 2). Similar results were observed for patients with 1–3 years of follow-up. Sensitivity analyses with further model adjustments after IPTW confirmed the findings on adherence.
At 1-year post follow-up, concomitant medication use was significantly shorter in patients treated with IXE compared with all biologics combined and when compared with ADA and ETN but not with SEC and UST (Table 2). However, as the follow-up extended from 1 to 3 years, IXE showed significantly shorter concomitant medication use than all other biologics combined and compared to ADA, ETN, SEC, and UST, respectively (Table 2).

Discussion

Psoriasis has a significant impact on patients' lives, and newer biologic treatments for patients with moderate-to-severe disease have greatly improved quality of life and have revolutionized the management of psoriasis. However, poor adherence and persistence to chronic biologic therapy can lead to suboptimal health outcomes. Improving adherence to and persistence on biologics is vital in ensuring patients realize optimum benefits from those treatments and in reducing the health care costs [10, 11]. Here, in a real-world retrospective analysis, we demonstrated patients with psoriasis who were prescribed IXE were significantly more persistent, adherent, and remained longer on monotherapy compared to those prescribed other commonly prescribed biologics. In addition, we showed that patients with psoriasis demonstrated better persistence on drug for up to 3 years of follow-up than with other commonly prescribed biologics. In analysis with at least 1 year and up to 3 years of follow-up, by the end of year 3, most patients were already censored because of having < 3 years of follow-up or discontinued the medication. As a result, the cumulative probability time to discontinue the index biologic curves converged.
These results are consistent with those of a recent claims analysis evaluating the adherence and/or persistence of IXE compared with other biologics [1214]. Two prior studies examined the real-world treatment patterns of patients with psoriasis treated with IXE versus ADA [12] and IXE versus SEC, [13] using the same MarketScan® databases. The first study found patients treated with IXE had longer persistence and higher adherence and were less likely to discontinue or switch their treatment compared with patients receiving ADA [12]. In the second study comparing two IL-17A inhibitors, IXE and SEC, it was shown that patients treated with IXE had longer persistence, higher adherence, and lower discontinuation than SEC users [13]. In contrast to the present study, these two studies do not have data on monotherapy versus concomitant medication use during treatment with these biologics, and comparisons between IXE and ETN or UST were not included [12, 13].
In real-world settings, patients with moderate-to-severe psoriasis are often receiving topical corticosteroids and systemic medications in combination with biologics [4]. A study of patients with moderate-to-severe psoriasis evaluating the concomitant use of methotrexate with ETN or ADA compared with each biologic in monotherapy demonstrated an increased response rate when methotrexate was added [7]. In addition, the jointly developed American Academy of Dermatology and National Psoriasis Foundation guidelines recommend the use of topical corticosteroids alone or in combination with biologics to augment efficacy [4]. Our study showed that patients remained longer on IXE as a monotherapy compared to all other commonly prescribed biologics combined and compared to each biologic considered separately. Our findings suggest that patients with moderate-to-severe psoriasis receiving IXE do not require additional concomitant therapy to the same extent as required by other biologics. Our study confirms prior observations that real-world patients with psoriasis are more likely to adhere to a treatment plan when early positive results are noted.
In the treatment of psoriasis, prior biologic use could be predictive of lower persistence [1518]. In our analysis, patients receiving IXE were more likely to be bio-experienced compared to the other biologics, but they were still more persistent on and adherent to treatment and remained on monotherapy longer compared to those other commonly prescribed biologics in this study.
Limitations of this study are typical of retrospective analyses using claims data and include the potential for inaccurate coding or omissions and lack of clinical details from the patient’s medical chart (i.e., disease severity, patient comorbidities, and patient body weight) that may influence the treatment used or ability to accurately calculate dosage. In addition, claims data do not capture patient behaviors, and prescription fill/refill dates were assumed to reflect how the patient took the medication. Finally, this analysis is limited to patients with commercial insurance; therefore, results cannot be extrapolated to other patients. The results must therefore be interpreted with these limitations in mind. The main strength of this analysis was the use IBM MarketScan® databases, which provide data across the US. The large sample size analyzed provides robustness to the real-world evidence and helps make the results more applicable to routine clinical practice settings.

Conclusion

In summary, among patients with moderate-to-severe psoriasis, IXE-treated patients were more adherent, had longer persistence, and remained longer on monotherapy treatment than did patients treated with other commonly prescribed biologics. The findings from this analysis may help inform clinicians when making treatment decisions for the management of moderate-to-severe psoriasis in the real world. Further studies are needed to identify underlying factors that can have an influence on adherence and persistence such as gender, age, loss of efficacy, posology, or copayment amount.

Acknowledgements

Funding

This work and the journal’s Rapid Service and Open Access Fees were supported by Eli Lilly and Company.

Medical Writing

Elsa Mevel, PhD, provided writing and editorial assistance. Funding for this assistance was provided by Eli Lilly and Company.

Authorship

All named authors meet the International Committee of Medical Journal Editors (ICMJE) criteria for authorship for this article, take responsibility for the integrity of the work as a whole, and have given their approval for this version to be published.

Author Contributions

All authors contributed to the analysis and interpretation of data and provided critical revisions of the manuscript for important intellectual content. All authors read and approved the final manuscript.

Prior Presentation

Portions of this work were presented at the 2020 American Academy of Dermatology annual Meeting, June 12–14, 2020.

Disclosures

C. Leonardi has been a consultant, and/or investigator, and/or has received honoraria/other financial benefit from: AbbVie, Amgen, Boehringer Ingelheim, Celgene, Corrona, Dermira, Eli Lilly and Company, Galderma, Janssen, Leo Pharma, Merck, Novartis, Pfizer, Sandoz, Sienna Tribute, UCB Pharma, and Vitae Pharmaceuticals. B. Zhu, W. N. Malatestinic, W. J. Eastman, J. Guo, M. J. Murage, C. Kar-Chan Choong, and R. Burge are employees and/or shareholders of Eli Lilly and Company. A. Blauvelt has served as a scientific adviser and/or clinical study investigator for: AbbVie, Abcentra, Aligos, Almirall, Amgen, Arcutis, Arena, Aslan, Athenex, Boehringer Ingelheim, Bristol-Myers Squibb, Dermavant, Eli Lilly and Company, Evommune, Forte, Galderma, Incyte, Janssen, Landos, Leo, Novartis, Pfizer, Rapt, Regeneron, Sanofi Genzyme, Sun Pharma, and UCB Pharma.

Compliance with Ethics Guidelines

This article is based administrative data claims for commercially insured people in the U.S and does not contain any new studies with human participants or animals performed by any of the authors.

Data Availability

The datasets used during the current study are available from IBM MarketScan® Databases.
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Metadaten
Titel
Real-World Biologic Adherence, Persistence, and Monotherapy Comparisons in US Patients with Psoriasis: Results from IBM MarketScan® Databases
verfasst von
Craig Leonardi
Baojin Zhu
William N. Malatestinic
William J. Eastman
Jiaying Guo
Mwangi J. Murage
Casey Kar-Chan Choong
Russel Burge
Andrew Blauvelt
Publikationsdatum
16.05.2022
Verlag
Springer Healthcare
Erschienen in
Advances in Therapy / Ausgabe 7/2022
Print ISSN: 0741-238X
Elektronische ISSN: 1865-8652
DOI
https://doi.org/10.1007/s12325-022-02155-9

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