| Literature DB >> 28790807 |
Sabrina Müller1, Thomas Wilke1, Andreas Fuchs2, Ulf Maywald2, Jan-Paul Flacke3, Harald Heinisch4, Klaus Krüger5.
Abstract
OBJECTIVE: This study aimed to assess the level of nonpersistence (NP) and nonadherence (NA) to methotrexate (MTX) therapy in German patients with rheumatoid arthritis (RA).Entities:
Keywords: MTX therapy; RA; adherence to MTX therapy; discontinuation of MTX therapy; persistence with MTX therapy; rheumatoid arthritis
Year: 2017 PMID: 28790807 PMCID: PMC5530851 DOI: 10.2147/PPA.S134924
Source DB: PubMed Journal: Patient Prefer Adherence ISSN: 1177-889X Impact factor: 2.711
Figure 1Methodology of analysis.
Note: The figure defines reference period, index date and observational period and shows that main treatment adherence analysis was carried out for periods of therapy continuation only.
Abbreviations: MTX, methotrexate; MPR, medication possession ratio.
Applied PDD models: results of the validation study
| Model assumptions | Base case scenario | Scenario 1 | Scenario 2 | Scenario 3 | Scenario 4 |
|---|---|---|---|---|---|
| PDD assumed to be equal to one pill/one injection per week | Included | Included | Included | Included | Not included – DDD was used |
| Hospitalization periods taken out from observation | Yes | Yes | Yes | Yes | Yes |
| Stockpiling if no change of application mode was observed | Included | Included | Included | Included | Included |
| Consideration of possible dosage strength combination (eg, one pill of 10 mg and one pill of 2.5 mg for a prescribed dosage of 12.5 mg/wk) | Included | Included | Not included | Not included | Not included |
| PDD assumed to be 200% of the originally assumed PDD if the continuously calculated MPR for three subsequent prescriptions was >200% | Included | Not included | Included | Not included | Not included |
| Mean MPR for 160 RA validation study patients based on above model | 85.78 | 85.82 | 86.30 | 86.35 | 66.09 |
| Mean MPR for 160 RA validation study patients based on reported PDD by rheumatologists | 82.11% | ||||
| Deviation in MPR between PDD model and reported PDD by rheumatologists (percentage points) | +3.66 | +3.71 | +4.19 | +4.24 | −16.02 |
| Percentage of RA validation study patients with MPR <80% based on above model | 26.88 | 26.88 | 26.25 | 26.25 | 73.13 |
| Percentage of RA validation study patients with MPR <80% based on PDD reported by rheumatologists | 35.63 | ||||
| Deviation in percentage of RA patients between PDD model and reported PDD by rheumatologists (percentage points) | −8.75 | −8.75 | −9.38 | −9.38 | +37.50 |
Note:
PDD assumed to be equal to the DDD (as defined by WHO) of the last prescription.
Abbreviations: PDD, prescribed daily dosage; DDD, defined daily dosage; MPR, medication possession ratio; RA, rheumatoid arthritis.
Characteristics of observed RA patients used for persistence and adherence analysis
| Characteristics (baseline period 2010) | RA-prevalent patients who received at least one MTX prescription in January 01, 2010 to December 31, 2011 | RA-prevalent patients who started MTX therapy (first MTX prescription in 2011) |
|---|---|---|
| N | 7,146 | 1,211 |
| Mean age, years (SD) | 64.4 (12.7) | 62.2 (12.3) |
| Percentage of female patients | 73.6 | 71.5 |
| Mean CCI without age factor, based on 2010 (SD) | 2.60 (2.03) | 2.13 (2.06) |
| Mean number of chronic medications (at least two prescriptions of specified ATC groups) in 2010 (SD) | 5.15 (3.43) | 4.27 (3.41) |
| Mean number of all-cause inpatient hospitalizations in 2010 (SD) | 0.58 (1.09) | 0.54 (1.10) |
| Mean number of outpatient visits associated with RA in 2010 (SD) | 6.50 (3.78) | 2.86 (3.58) |
| Percentage of patients who visited a rheumatologist (at least once) in 2010 | 56.5 | 56.7 |
| Percentage of patients who received oral MTX therapy during follow-up period (24 months or until death) only | 71.5 | 71.1 |
| Percentage of patients who received subcutaneous MTX therapy during follow-up period (24 months or until death) only | 18.5 | 16.9 |
| Percentage of patients who received both an oral and a subcutaneous MTX therapy during follow-up period (24 months or until death) | 10.0 | 12.0 |
| Percentage of patients who received MTX monotherapy during follow-up period (24 months or until death) | 79.3 | 83.7 |
| Percentage of patients who received MTX plus other DMARD combination therapy during follow-up period (24 months or until death) | 10.4 | 9.7 |
| Percentage of patients who received MTX plus bDMARD combination therapy during follow-up period (24 months or until death) | 10.3 | 6.6 |
Notes:
If a patient filled at least one prescription of a bDMARD during the observational period, he or she was assigned to the MTX+bDMARD group. If this was not the case but the patient filled at least one prescription of an sDMARD, he or she was assigned to the MTX+sDMARD group. In case a patient received MTX prescriptions only, he or she was assigned to the MTX monotherapy group.
Abbreviations: RA, rheumatoid arthritis; MTX, methotrexate; CCI, Charlson comorbidity index; ATC, Anatomical-Therapeutic-Chemical; DMARD, disease-modifying antirheumatic drug; bDMARD, biological DMARD; sDMARD, synthetic DMARD.
Figure 2Kaplan–Meier curves for the percentage of RA MTX treatment-naive patients who persist with their MTX therapy during 18 months after therapy initiation.
Notes: (A) Kaplan–Meier curves – MTX mono, MTX+other bDMARD. Kaplan–Meier curve for the percentage of RA MTX treatment-naive patients (n=1,211) who persist with their MTX therapy during 18 months after therapy initiation. The figure describes the percentage of RA patients who still persist with their newly started MTX therapy over time. This is described for two patient subgroups: RA patients who received MTX monotherapy versus patients who received another DMARD or bDMARD during the observational period. The difference in discontinuation rates between the groups was analyzed by means of a log-rank test. Censoring was conducted in case of death of a patient or in case of end of observational period, whatever came first. (B) Kaplan–Meier curves – oral MTX, subcutaneous MTX, change of application mode. Kaplan–Meier curve for the percentage of RA MTX treatment-naive patients (n=1,211) who persist with their MTX therapy during 18 months after therapy initiation. The figure describes the percentage of RA patients who still persist with their newly started MTX therapy over time. This is described for the following patient subgroups: RA patients who received an oral MTX therapy only or a subcutaneous MTX therapy only and RA patients who experienced a change in application mode of MTX therapy (from oral to subcutaneous or vice versa). Differences in discontinuation rates between the groups were analyzed by means of log-rank tests. Censoring was conducted in case of death of a patient or in case of end of observational period, whatever came first.
Abbreviations: RA, rheumatoid arthritis; MTX, methotrexate; DMARD, disease-modifying antirheumatic drug; bDMARD, biological DMARD.
Results of medication – persistence analysis (n=1,211 RA patients who started MTX therapy)
| Treatment persistence
| ||||||
|---|---|---|---|---|---|---|
| After | After | After | After | After | After | |
| NP definition: gap of at least 12 weeks/24 weeks | 12 weeks | 12 weeks | 12 weeks | 24 weeks | 24 weeks | 24 weeks |
| Percentage of all MTX treatment-naive patients (n=1,211) who discontinued MTX therapy | 16.7 | 34.0 | 36.7 | 11.2 | 25.1 | 26.5 |
| Mean time until discontinuation of MTX therapy for abovementioned patients (median) | 11.9 weeks | 22.2 weeks | 25.2 weeks | 11.2 weeks | 22.7 weeks | 24.8 weeks |
| Estimated mean overall treatment continuation time | 58.4 weeks | 63.7 weeks | ||||
| Percentage of following treatment-naive patient subgroups who discontinued MTX therapy: | ||||||
| MTX mono | 16.8 | 34.4 | 37.2 | 11.9 | 26.2 | 27.7 |
| MTX+other DMARD | 14.3 | 29.5 | 31.4 | 7.6 | 17.1 | 18.1 |
| MTX+bDMARD | 15.6 | 33.8 | 36.4 | 6.5 | 19.5 | 22.1 |
| Oral MTX | 13.8 | 35.7 | 38.2 | 8.7 | 26.6 | 27.9 |
| Subcutaneous MTX | 29.3 | 34.1 | 36.6 | 23.9 | 26.3 | 28.3 |
| Change in MTX application mode | 15.9 | 24.1 | 27.6 | 8.3 | 14.5 | 15.9 |
Notes:
Estimated survival time based on KM estimates. Note that the KM estimates did not represent the median survival time.
Abbreviations: NP, nonpersistence; MTX, methotrexate; DMARD, disease-modifying antirheumatic drug; bDMARD, biological DMARD; RA, rheumatoid arthritis; KM, Kaplan–Meier.
Results of medication – adherence analysis (all RA patients who received MTX therapy)
| Base case: from first until last observed MTX prescription or until first day of an observed treatment gap (>12 weeks); whichever came first | Scenario 1: interval-based calculation: 12 months since index prescription | Scenario 2: interval-based calculation: 24 months since index prescription | |
|---|---|---|---|
| N | 6,104 | 7,146 | 7,146 |
| Mean MPR (%) (median) | 94.7 | 83.0 (100.0) | 76.5 (96.2) |
| Percentage of patients with an MPR <80% | 6.5 | 25.8 | 33.8 |
| Percentage of patients with an MPR <70% | 2.5 | 22.6 | 29.2 |
| Percentage of patients with an MPR <90% | 18.3 | 29.1 | 43.8 |
| Percentage of following patient subgroups with an MP R <80% | |||
| • MTX treatment-naive patients | • 6.3 | • 41.8 | • 53.3 |
| • MTX mono | • 6.8 | • 23.6 | • 30.6 |
| • MTX+other DMARD | • 6.8 | • 14.9 | • 23.8 |
| • MTX+bDMARD | • 8.7 | • 12.8 | • 22.9 |
| • Oral MTX | • 5.1 | • 25.2 | • 32.7 |
| • Subcutaneous MTX | • 12.1 | • 30.2 | • 40.2 |
| • Change in MTX application mode | • 8.4 | • 19.2 | • 30.0 |
Notes:
Patients with at least two MTX prescriptions before an observed treatment gap (>12 weeks).
Patients with at least one MTX prescription from January 01, 2010 to December 31, 2011.
Weighted MPR, based on length of observational period.
Abbreviations: MTX, methotrexate; MPR, medication possession ratio; DMARD, disease-modifying antirheumatic drug; bDMARD, biological DMARD; RA, rheumatoid arthritis.