| Literature DB >> 30174415 |
Mwangi J Murage1, Vanita Tongbram2, Steven R Feldman3, William N Malatestinic1, Cynthia J Larmore1, Talia M Muram1, Russel T Burge1,4, Charles Bay2, Nicole Johnson2, Sarah Clifford5, Andre B Araujo1.
Abstract
PURPOSE: Proper adherence and persistence to medications are crucial for better quality of life and improved outcomes in rheumatoid arthritis (RA), psoriasis (PsO), and psoriatic arthritis (PsA). We systematically describe current adherence and persistence patterns for RA, PsO, and PsA, with a focus on biologics and identifying factors associated with adherence and persistence. PATIENTS AND METHODS: Using various databases, a systematic literature review of US-based studies published from 2000 to 2015 on medication adherence and persistence to biologics and associated factors was conducted among patients with RA, PsO, and PsA.Entities:
Keywords: biologics; compliance; discontinuation; factors; nonadherence; nonpersistence
Year: 2018 PMID: 30174415 PMCID: PMC6110273 DOI: 10.2147/PPA.S167508
Source DB: PubMed Journal: Patient Prefer Adherence ISSN: 1177-889X Impact factor: 2.711
Figure 1PRISMA flowchart of included studies.
Medication adherence study characteristics and results
| Study | Type of study | Source of patient sample | Patient population | Length of follow-up (time period) | Adherence definition | Adherence rates (%) |
|---|---|---|---|---|---|---|
| Chu et al | Retrospective cohort | KPSC-EMRs | RA patients (N=2,151): ADA (n=564), ETN (n=1,587) | 2 years (2002–2009) | PDC ≥80% | ADA (63), ETN (67) |
| Erhardt et al | Retrospective cohort | VA clinical and administrative data | RA patients (N=2,296), veterans transitioning from MTX monotherapy: MTX + TNFi (n=2,125), MTX + HCQ + SSZ (n=171) | 1 year (2006–2012) | PDC ≥80% | MTX + TNFi (26), MTX + HCQ + SSZ (11) |
| Oladapo et al | Retrospective cohort | Texas Medicaid | RA patients (N=822; new biologic users) within 6 months of injection period: ETN (n=274), ADA (n=274), IFX (n=274) | 1 year (2003–2011) | MPR ≥80% | ETN (16), ADA (21), IFX (38) |
| Tkacz et al | Retrospective cohort | Optum Insight Clinformatics | RA patients (N=3,892) with previous prescriptions of biologics: ADA (n=1,532), ETN (n=2,099), GOL (n=261) | 1 year (2009–2011) | MPR ≥80% and PDC ≥80% | ADA: MPR (71), PDC (70); ETN: MPR (62), PDC (61); GOL: MPR (82), PDC (81) |
| Li et al | Retrospective cohort | MAX files | RA patients (N=2,638; new users of biologics): ETN (n=1,359), ANA (n=267), IFX (n=1,012) | 1 year (2000–2002) | PDC ≥80% | ETN (32), ANA (11), IFX (43) |
| Borah et al | Retrospective cohort | Managed care administrative claims data | RA patients (N=3,829), including new/experienced biologic users: ETN (n=2,537), ADA (n=1,292) | 1 year (2005–2006) | MPR ≥80% | ETN: new users (65), experienced users (73); ADA: new users (63), experienced users (70) |
| Grijalva et al | Retrospective cohort | Tennessee Medicaid managed-care program | RA patients (N=14,586) with previous therapeutic treatment (MTX, ETN, IFX, ADA) | NR (1995–2005) | Median MPR: The percent of person- time exposed to initial regimen during the episodes, as calculated for patients with 180+ person-days of follow-up | Median adherence: MTX (59), ADA (72), ETN (73), IFX (68) |
| Harley et al | Retrospective cohort | Large US health plan | RA patients (N=2,662) receiving new biologic or new MTX treatment 182 days prior to study index: MTX (n=1,668), biologics (IFX [n =141], ETN [n=853]) | 1 year (NR) | Compliance ratio ≥80%: number of therapy administrations or filled prescriptions divided by the expected number | IFX (81), ETN (68), MTX (64) |
| Curkendall et al | Retrospective cohort | MEDSTAT MarketScan Commercial Insurance claims | Newly initiated RA patients (N=2,285; ADA, ETN) | 1 year (2002–2004) | Average MPR | Mean adherence (52) |
| Grijalva et al | Retrospective cohort | Tennessee Medicaid managed-care program | RA patients (N=6,018) with previously filled regimen and a year of continuous health plan enrollment: DMARDs (MTX, HCQ, SSZ, LF) and biologics and MTX (IFX, ETN, ADA, ANA) | 1 year (1995–2004) | Average MPR | Mean adherence for MTX (80), IFX (90), MTX + IFX (66), ETN (83), MTX + ETN (64), ADA (85), MTX + ADA (72) |
| Barlow et al | Retrospective cohort | Prescription benefit plans of Medco Health Solutions, Inc. | RA patients (N=4,388) with one previous prescription of assigned biologic and continuous drug/medical benefit (ETN, ADA): Group 1 – specialty pharmacy (n=3,054); Group2 – retail pharmacy (n=1,334) | 1 year (2006–2008) | Average MPR: Defined as the proportion of days covered by medication supply during the 1-year fixed interval | Mean adherence for Group 1, years 1–3: (63, 68, 61); Group 2, years 1–3 (50, 51, 44) |
| Ellis et al | Retrospective cohort | Truven database | RA patients (N=1,036) with first or most recent prescription for GOL | NR (2008–2010) | The number of refills occurring between 21 and 38 days from a previous fill divided by the total refill intervals | GOL (79) |
| Stockl et al | Prospective cohort | PBM DTM program | RA patients (N=518) on injectable RA medications (ETN, ADA, ANA, ABA, IFX, RIT): Group 1 – study ITT (n=340); Group 2 – study completer (n=244); Group 3 – specialty pharmacy-matched cohort (n=244); Group 4 – community pharmacy-matched cohort (n=244) | 0.67 year (2007–2008) | Mean PDC: The sum of the days’ supply for all claims during the post-identification period divided by 240 days | Mean PDC: Group 1 (83), Group 2 (89), Group 3 (81), Group 4 (60) |
| Bonafede et al | Retrospective cohort | Truven Health MarketScan Commercial Claims and Encounters | RA patients (N=4,542): ETN + MTX (n=3,724), MTX + HCQ + SSZ (n=818) | 1 year (2009–2013) | PDC ≥80% | ETN + MTX (28), ETN alone (50), MTX alone (45), MTX + HCQ + SSZ (18) |
| Sandoval et al | Retrospective cohort | Wake Forest School of Medicine Department of Dermatology Clinic | PsO patients (N=45): UST 45 mg (n=26), UST 90 mg (n=19) | NR (2009–2013) | Proportion of injections within ±2-week window of the recommended dosing schedule calculated every 12 weeks | UST 45 mg median (100), mean (87); UST 90 mg median (80), mean (78) |
| Doshi et al | Retrospective cohort | Medicare files | PsO patients (N=2,707): IFX (n=318), UST (n=280), ADA (n=1,084), ETN (n=1,025) | 1 year (2009–2012) | PDC ≥80% | IFX (49), UST (43), ADA (41), ETN (29) |
| Bhosle et al | Retrospective cohort | North Carolina Medicaid | PsO patients (N=186) prescribed biologic during study period (ALE, EFA, ETN) | 0.50 year (2001–2004) | Proportion of days of supply for dispensed prescription medications vs usage | ALE (60), EFA (73), ETN (68) |
| Li et al | Retrospective cohort | Truven Health MarketScan Commercial Claims and Encounter and the Medicare Supplemental and Coordination of Benefits databases | PsO patients (N=3,249) prescribed biologics between the study period dates: divided by PDC patterns, Group 1: 50%≥ PDC <75% (n=760); Group 2: PDC <25% (n=535); Group 3: 25%≥ PDC <50% (n=574); Group 4: PDC >75% (n=1,380) | 1 year (2007–2011) | PDC-based categorizations | Continually high adherence, Groups 1–4: (6, 0, 0, 96); High then low adherence, Groups 1–4: (24, 1, 58, 0); Moderate then low adherence, Groups 1–4: (0, 98, 17, 0); Consistently moderate adherence, Groups 1–4: (71, 1, 25, 4) |
| Goren et al | Web-based survey | US claims database: Diplomat Specialty Pharmacy | PsO patients (N=345) prescribed biologic between study period dates: ADA (n=262), UST (n=83) | NR (2009–2011) | Adherence: number of patients who never missed taking medication or injection | ADA (67), UST (88) |
| Kamangar et al | Cross- sectional | UCSF PsO Center | PsO patients (N=106) previously treated with one or more biologic agents (ETN, ADA, ALE, EFA, IFX, UST, GOL) | NR (2010–2011) | Frequency of a patient missing a dose of biologic | Never/rarely missed (67), sometimes (27), often (6) |
| Ellis et al | Retrospective cohort | Truven database | PsA patients (N=325) with first or most recent prescription for GOL | NR (2008–2010) | Proportion of the number of refills occurring between 21 and 38 days from a previous fill divided by the total refill intervals | GOL (76) |
Notes:
Unless specified otherwise, MPR is based on the sum of days’ supply of the index treatment divided by duration of treatment. The 80% cutoff has been examined as an acceptable threshold in multiple studies assessing medication adherence. Unless specified otherwise, PDC is the percentage of days covered, based on days’ supply of prescription claims during which a patient has medication available during the post-index period. The 80% cutoff has been examined in multiple studies assessing medication adherence and accepted as an accurate threshold.
The DTM ITT cohort consisted of all patients enrolled in the DTM ITT program who were continuously enrolled in the plan for the 4-month preidentification period and 8-month postidentification period. The DTM completer cohort consists of the subset of DTM ITT patients who completed the month 6 DTM consultation and who could be matched to patients in the community pharmacy and specialty pharmacy cohorts. The community pharmacy and specialty pharmacy cohorts consist of continuously enrolled patients who could be matched to the DTM completer patients.
Abbreviations: ABA, abatacept; ADA, adalimumab; ALE, alefacept; ANA, anakinra; DMARDs, disease-modifying antirheumatic drugs; DTM, drug therapy management; EFA, efalizumab; EMR, electronic medical record; ETN, etanercept; GOL, golimumab; HCQ, hydroxychloroquine; IFX, infliximab; ITT, intent-to-treat; KPSC, Kaiser Permanente Southern California; LF, leflunomide; MAX, Medicaid Analytic Extract; MPR, medication possession ratio; MTX, methotrexate; NR, not reported; PBM, pharmacy benefits management; PDC, percentage of days covered; PsA, psoriatic arthritis; PsO, psoriasis; RA, rheumatoid arthritis; RIT, rituximab; SSZ, sulfasalazine; TNFi, tumor necrosis factor alpha inhibitor; UCSF, University of California–San Francisco; US, United States; UST, ustekinumab; VA, Veterans Affairs.
Medication persistence study characteristics and results
| Study | Type of study | Source of patient sample | Patient population | Time period | Persistence definition | Persistence rates (%) |
|---|---|---|---|---|---|---|
| Shim et al | Cross- sectional | Proprietary administrative claims database | RA/PsA patients (N=15,834) with a biologic insurance claim on TOC, CER, ETN, ADA, and INF with continuous enrollment in health plan from index claim to 15 months post-claim | 1 year (2012–2013) | Persistent patients are those with treatment length of at least 365 days after the index claim without a therapy gap or switch in therapy | Overall (67) |
| Erhardt et al | Retrospective cohort | VA clinical and administrative data | RA patients (N=2,296); veterans transitioning from MTX monotherapy: MTX + TNFi (n=2,125), MTX + HCQ + SSZ (n=171) | 1 year (2006–2012) | Persistent patients are those for whom the treatment continued over the 12-month period without a ≥90-day gap in refilling of drug | MTX + TNFi (45), MTX + HCQ + SSZ (18) |
| Li et al | Retrospective cohort | MAX files | RA patients (N=2,638; new users of biologics): ETN (n=1,359), ANA (n=267), IFX (n=1,012) | 1 year (2000–2002) | Persistent patients are those who did not have a 90-day continuous gap in therapy or switched from initiation of second biologic within 90 days of discontinuation date of index biologic and no evidence use of the second (switched to) biologic in 120 days before discontinuation of indexed biologic | ETN (53.8), ANA (7), IFX (53.7) |
| Grijalva et al | Retrospective cohort | Tennessee Medicaid managed care program | RA patients (N=6,018) with previously filled regimen and a year of continuous health plan enrollment; biologics and MTX: IFX, ETN, ADA, ANA | NR (1995–2004) | Median persistence: time to cessation of therapy for at least 90 days without the addition of an alternate DMARD and time to switching to a different DMARD regimen | In months: |
| Sauer et al | Retrospective cohort | VHA | RA patients (N=10,719) with one biologic prescription during study period (new/experienced biologic users); new biologic users: ETN (n=2,109), ADA (n=2,035), IFX (n=263), RIT (n=277), ABA (n=25), GOL (n=20); biologic experienced: ETN (n=3,040), ADA (n=2,120), IFX (n=498), RIT (n=92), ABA (n=122), GOL (n=2) | 1 year (2008–2011) | Persistent patients are those with no 45-day gap in index biologic therapy after the end of clinical benefit from the previous dose and who did not switch to another biologic | RA new biologic users: ETN (54), ADA (55), IFX (57), RIT (29), ABA (51), GOL (55); RA biologic experienced: ETN (61), ADA (61), IFX (76), RIT (38), ABA (62), GOL (0) |
| Gu et al | Retrospective cohort | Healthcore integrated research database | RA patients (N=4,937) initiating first-line biologics (new biologic users): ABA (n=290), ADA (n=1,471), CER (n=132), ETN (n=2,331), GOL (n=184), IFX (n=529) | 1 year (2009–2013) | Persistent patients are those with <45-day gap in days of supply on their index agent or without a biologic switch | ABA (45), ADA (42), CER (33), ETN (45), GOL (34), IFX (47) |
| Howe et al | Retrospective cohort | Humana Commercial Claims | RA patients (N=1,445; new/experienced biologic users); new biologic users: ABA (n=42), ADA (n=238), ETN (n=280), GOL (n=10), RIT (n=26), IFX (n=71); biologic experienced: ABA (n=37), ADA (n=231), ETN (n=338), GOL (n=4), RIT (n=12), IFX (n=145) | 1 year (2007–2012) | Persistent patients are those who continued on index biologics without a ≥45-day gap in therapy until the end of the follow-up period, without a switch to another biologic | New biologic users: ABA (41), ADA (43), ETN (46), GOL (20), RIT (42), IFX (41); biologic experienced: ABA (60), ADA (60), ETN (60), GOL (25), RIT (50), IFX (63) |
| Fisher et al | Retrospective cohort | HIRD | RA patients (N=4,985), including patients who were new/experienced users of biologics; new biologic users: ETN (n=1,595), ADA (n=417), IFX (n=414); biologic experienced: ETN (n=1,203), ADA (n=507), IFX (n=849) | 1 year (2007–2011) | Persistent patients are those who did not have 1) a number of days from index date to date of the first occurrence of a switch to another biologic DMARD, 2) a gap in index therapy of 45 days between the end of the day of supply of the previous prescription and the next prescription renewal for self-injected agents, and 3) 101 days from the previous infliximab infusion (8-week dosing interval plus the 45-day gap) | New biologic users: ETN (62), ADA (66), IFX (69); biologic experienced: ETN (89), ADA (94), IFX (96) |
| Greenberg et al | Retrospective analysis from a prospective registry | Corrona registry | Newly TNFi prescribed (n=1,475 biologically naïve, n=616 first-time switchers, n=151 second-time or more switchers) RA patients (N=2,242); new biologic users: ADA (n=460), ETN (n=480), IFX (n=535); first- time switcher: ADA (n=311), ETN (n=139), IFX (n=166) | 1 year and 2 years (2002–2008) | Time from initiation to discontinuation of the anti- TNF or to last follow-up visit; treatment persistence was estimated using survival analysis methods | New users year 1/2: ADA (68/53), ETN (72/53), IFX (76/63); first- time switchers year 1/2: ADA (57/42), ETN (60/41), IFX (65/43) |
| Tang et al | Retrospective cohort | PharMetrics: managed-care integrated medical and pharmacy claims | RA patients (N=1,242) receiving biologic and MTX combination treatment with previously filled prescriptions; biologic and MTX: ADA (n=145), ETN (n=607), IFX (n=490) | 1 year (2000–2005) | Persistence was defined as the number of days between the first and last anti-TNF treatment and was reported as a percentage of the 1-year period after treatment initiation | ADA (71), ETN (73), IFX (78) |
| Yazici et al | Retrospective cohort | PharMetrics managed-care integrated medical and pharmacy claims | RA patients (N=9,074) who had previously initiated biologic treatment with health plan eligibility 3 months prior to and 6 months after index; population in 2000: ETN (n=563), ADA (n=0), IFX (n=127); population in 2002: ETN (n=447), ADA (n=0), IFX (n=736); populationin 2004: ETN (n=1,326), ADA (n=666), IFX (n=706) | NR (2000–2005) | Persistent patients are considered persistent until a 30-day treatment gap after completion of prior subscription or a switch in biologic prior | In 2000: ETN (50), ADA (NA), IFX (65); in 2002: ETN (7), ADA (NA), IFX (35); in 2004: ETN (1), ADA (5), IFX (20) |
| Cannon et al | Retrospective analysis from a prospective registry | VARA registry | RA-confirmed patients (N=563) on first TNFi therapy after March 17, 2003, and enrolled in the VA for at least 6 months prior to first TNFi prescription: ADA (n=204), ETN (n=290), IFX (n=69) | 1 year, 5 years | The number of days from the course start date to course end date or the date of a switch to an alternative TNFi, whichever came first; treatment persistence was estimated using survival analysis methods | 1 year: ADA (64), ETN (56), IFX (67); 5 years: ADA (25), ETN (18), IFX (21) |
| Markenson et al | Retrospective analysis from a prospective registry | RADIUS 1 registry | Patients with first exposure to TNFi during the study (N=2,418, including patients who were biologic naïve and patients previously treated with a biologic agent); course 1: ETN (n=694), IFX (n=1,427), ADA (n=297); course 2: ETN (n=248), IFX (n=130), ADA (n=277) | 5 years (2001–2003) | Time from initiation of TNFi to discontinuation; treatment persistence was estimated using survival analysis methods | Course 1 rates for years 1–5: ETN (78, 66, 61, 53, 51); IFX (76, 65, 58, 51, 48); ADA (80, 65, 52, 48); |
| Agarwal et al | Prospective cohort | BRASS | RA patients (N=503) without a previous specific treatment protocol (ETN, ADA, IFX) | 3.25 years | Persistent patients are those who did not discontinue the TNFi they reported using and remained on the same TNFi | Overall (58) |
| Stockl et al | Prospective cohort | PBM DTM program | RA patients (N=518) on injectable RA medications (ETN, ADA, ANA, ABA, IFX, RIT): Group 1 – study ITT (n=340); Group 2 – study completer (n=244); Group 3 – specialty pharmacy (n=244); Group 4 – community pharmacy (n=244) | 0.67 year (2007–2008) | Persistent patients are those without a 30-day gap between depletion date (fill date plus days’ supply) for the last filled prescription and the end of the post-identification period or switching from index injectable RA medication to another injectable RA medication | Group 1 (77), Group 2 (87), Group 3 (73), Group 4 (52) |
| Agarwal et al | Retrospective chart review | Hospital infusion center pharmacy and EMRs | RA patients (N=183) receiving at least one infusion of IFX | 5 years (1999–2003) | Persistent patients are those who did not discontinue treatments | Overall (33) |
| Bonafede et al | Retrospective cohort | Truven Health MarketScan Commercial Claims and Encounters | RA patients (N=4,542): ETN + MTX (n=3,724), MTX + HCQ + SSZ (n=818) | 1 year (2009–2013) | Persistent patients are those with no treatment gap of >45 days for any drug and no addition or switching to other DMARDs | ETN + MTX (29); MTX + HCQ + SSZ (23) |
| Bolge et al | Cross- sectional | National Health and Wellness Surveys and the Light Speed Research Ailment Panel | RA existing biologic users (N=250) | NA (2008–2010) | Persistent patients are those who did not discontinue biologics in the 12-month period | Overall (51) ADA (61) CER (90) ETN (66) GOL (92) |
| Bonafede et al | Retrospective cohort | Truven Health Analytics Market Scan Commercial Claims and Encounters | PsO patients (N=2775; new/experienced biologic users): ADA (n=1,166), ETN (n=1,609) | 1 year (2005–2010) | Persistent patients are those who remained on biologic and did not switch or have a therapy gap of ≥45 days | ADA (57), ETN (46) |
| Sauer et al | Retrospective cohort | VHA | PsO patients (N =3,426) with one biologic prescription during study period (new/experienced biologic users); new biologic users: ADA (n =924), ETN (n=1,136), INF (n =20); biologic experienced: ADA (n=260), ETN (n =1,047), INF (n=16) | 1 year (2008–2011) | Persistent patients are those who continued on index biologics without a ≥45-day gap in therapy until the end of the follow-up period, without a switch to another biologic | New biologic users: ADA (51), ETN (47), INF (55); biologic experienced: ADA (58), ETN (50), INF (75) |
| Howe et al | Retrospective cohort | Humana Commercial Claims | PsO patients (N=576; new/experienced biologic users); new biologic users: ADA (n=126), ETN (n=155); biologic experienced: ADA (n=69), ETN (n=214) | 1 year (2007–2012) | Persistent patients are those who continued on index biologics without a ≥45-day gap in therapy until the end of the follow-up period, without a switch to another biologic | New biologic users: ADA (50), ETN (34); biologic experienced: ADA (62), ETN (48) |
| Chastek et al | Retrospective cohort | National US health plan OptumInsight | PsO patients (N=827; new users), ≥1 medical claim with a diagnosis for PsO (ICD-9 code 696.1) from baseline through 30 days after the index date: ETN (n=330), ADA (n=497) | 1 year (2008) | Persistent patients are those with no gaps in therapy ≥60 days | ETN (42), ADA (40) |
| Feldman et al | Retrospective cohort | MarketScan Commercial Encounters Database | PsO patients (N=4,309) with ≥2 claims for biologic agents: ETN (n=2,452), ADA (n=1,662), UST (n=195) | 1 year (2007–2012) | Persistent patients are those with no treatment gaps that exceeded 4–18 weeks, dependent upon the biologic prescribed | ETN (19), ADA (53); UST (71) |
| Cao et al | Retrospective cohort | Truven Health MarketScan Commercial Claims and Encounters | PsO patients (N=1,152) with ≥1 nondiagnostic medical claim or prescription claim indicating UST treatment: UST (n=1,000) | 1 year (2009–2010) | Persistent patients are those with continual usage over 130 days | UST (81) |
| Shim et al | Cross- sectional | Proprietary administrative claims database | RA/PsA patients (N=15,834) with a biologic insurance claim on TOC, CER, ETN, ADA, and INF with continuous enrollment in health plan from index claim to 15 months post-claim | 1 year (2012–2013) | Persistent patients are those with a treatment length of at least 365 days after the index claim without a therapy gap or switch in therapy | Overall (67) |
| Sauer et al | Retrospective cohort | VHA | PsA patients (N=875) with one biologic prescription during study period (new/experienced biologic users); new biologic users: ADA (n=924), ETN (n=1,136), INF (n=20); biologic experienced: ADA (n=260), ETN (n=1,047), INF (n=16) | 1 year (2008–2011) | Persistent patients are those who continued on index biologics without a ≥45-day gap in therapy until the end of the follow-up period, without a switch to another biologic | New biologic users: ADA (56), ETN (51), INF (74); biologic experienced: ADA (56), ETN (58), INF (79) |
| Mease et al | Retrospective analysis from a prospective registry | Corrona registry | PsA patients (N=519; new users) with 6 months post-follow-up after index treatment: ADA (n=214), ETN (n=155), IFX (n=110) | 1 year (2004–2012) | Median persistence: the length of time that patients with PsA maintained their initial biologic therapy | ADA: mono (2.4 years), combo (2.4 years); ETN: mono (3.9 years), combo (1.6 years); IFX: mono (1.4 years), combo (NR) |
| Chastek et al | Retrospective cohort | OptumInsight Life Sciences Research Database | PsA patients (N=346) with one previous claim and continuously enrolled in health plan: ADA (n= 144), ETN (n=202) | ADA: 1.2 years; ETN: 1 year (2006–2008) | Persistent patients are those with continuous use of index medication without gaps in therapy of at least 60 days | ADA (50), ETN (45) |
| Bonafede et al | Retrospective cohort | Truven Health Analytics Market- Scan Commercial Claims and Encounters | PsO/PsA (N=481) patients who had initiated biologic therapy: ADA (n=235), ETN (n=246) | 1 year (2005–2010) | Persistent patients are those who did not have to switch to another TNFi or have a gap in therapy of ≥45 days over the run-out of the fill | PsA and PsO: ADA (60), ETN (58) |
Notes:
Median months of persistence.
Percentage of days of being persistent.
First-course therapy was defined as the first exposure to an anti-TNF agent at any time during the study. Second-course therapy was defined as initiation of any anti-TNF agent following the first discontinuation.
Data for adalimumab was reported up to 4 years only.
Data combined for multiple disease states (rather than separated by disease state).
Abbreviations: ABA, abatacept; ADA, adalimumab; ANA, anakinra; BRASS, Brigham RA Sequential Study; CER, certolizumab pegol; DMARD, disease-modifying antirheumatic drug; DTM, drug therapy management; EMR, electronic medical record; ETN, etanercept; GOL, golimumab; HCQ, hydroxychloroquine; HIRD, HealthCore Integrated Research Database; ICD-9, International Classification of Diseases, Ninth Revision; INF or IFX, infliximab; ITT, intent-to-treat; MAX, Medicaid Analytic Extract; MTX, methotrexate; NR, not reported; PBM, pharmacy benefits management; PsA, psoriatic arthritis; PsO, psoriasis; RA, rheumatoid arthritis; RADIUS, Rheumatoid Arthritis Disease-Modifying Anti-Rheumatic Drug Intervention and Utilization Study; RIT, rituximab; SSZ, sulfasalazine; TNFi, tumor necrosis factor alpha inhibitor; TOC, tocilizumab; US, United States; UST, ustekinumab; VA, Veterans Affairs; VARA, Veterans Affairs Rheumatoid Arthritis; VHA, Veterans Health Administration.
Risk of bias assessmenta
| Author, year | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Chu et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | High | Low | High |
| Erhardt et al, | Low | Low | Low | Low | NA | Low | Low | NA | Low | High | Low | Low |
| Oladapo et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | High | Low | Low |
| Tkacz et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | High | Low | Unclear |
| Li et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Unclear | Low |
| Borah et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | High | Low | Low |
| Grijalva et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low |
| Harley et al, | Low | Low | Low | Low | Low | Low | Low | High | Low | Unclear | Low | Unclear |
| Curkendall et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | High | Low | High |
| Grijalva et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | High | Low | Unclear |
| Barlow et al, | Low | Low | Low | Low | Low | Low | Low | Unclear | Low | High | Low | High |
| Ellis et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | High | Low | High |
| Stockl et al, | Low | Low | Low | Low | Low | Low | Low | Unclear | Low | High | Low | Unclear |
| Bonafede et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low |
| Sandoval et al, | Low | Low | Low | Low | Unclear | Low | Low | Low | Low | High | Low | Unclear |
| Doshi et al, | Low | Low | Low | Low | Unclear | Low | Low | Low | Low | No | Low | Unclear |
| Bhosle et al, | NA | NA | NA | Low | NA | Low | NA | Low | Low | Low | Low | Low |
| Li et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | High | Low | Low |
| Goren et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low |
| Kamangar et al, | NA | NA | NA | Low | NA | Low | NA | Low | Low | Low | Unclear | Low |
| Shim et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | High |
| Sauer et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | High | Low | High |
| Gu et al, | Low | Low | Low | Low | Low | Low | Low | Low | High | High | Low | High |
| Howe et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | High | Low | Unclear |
| Fisher et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | High | Low | High |
| Greenberg et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low |
| Tang et al, | Low | Low | Low | Low | Low | Low | Low | High | Low | High | Low | Unclear |
| Yazici et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | High | Low | Low |
| Cannon et al, | Low | Low | Low | Low | Low | Low | Low | Unclear | Low | High | Low | Unclear |
| Markenson et al, | Low | Low | Low | Low | Low | Low | Unclear | Unclear | Low | Low | Low | High |
| Agarwal et al, | Low | Low | Low | Low | Low | Low | Unclear | Low | Low | Low | Low | Low |
| Bonafede et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | High | Low | High |
| Agarwal et al, | NA | NA | NA | Low | NA | Low | NA | Low | Low | Low | Low | Low |
| Chastek et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low |
| Feldman et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | High | Low | Low |
| Cao et al, | NA | NA | NA | Low | NA | Low | NA | Unclear | Low | Low | Low | High |
| Mease et al, | Low | Low | Low | Low | Unclear | Low | Low | Low | Low | Low | Unclear | Low |
| Chastek et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low |
| Bolge et al, | Low | Low | Low | Low | Low | Low | NA | Low | Low | Low | Low | Low |
| Kwiatkowski et al, | NA | NA | NA | Low | Low | Low | NA | Low | Unclear | Low | Low | Low |
| Zhang et al, | Low | Low | Low | Unclear | Low | Low | Low | Low | Low | Low | Low | High |
| Menter et al, | Low | Low | Low | Unclear | Low | Low | Low | Low | Low | Low | Low | Low |
| Zhang et al, | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low |
Notes:
The table answers whether there is a low, high, or unclear risk of bias for these questions: 1. Do the inclusion/exclusion criteria vary across the comparison groups of the study? 2. Does the strategy for recruiting participants into the study differ across groups? 3. Is the selection of the comparison group inappropriate, after taking into account feasibility and ethical considerations? 4. Does the study fail to account for important variations in the execution of the study from the proposed protocol? 5. Was the outcome assessor not blinded to the intervention or exposure status of participants? 6. Were valid and reliable measures implemented consistently across all study participants used to assess inclusion/exclusion criteria, intervention/exposure outcomes, participant health benefits and harms, and confounding? 7. Was the length of followup different across study groups? 8. In cases of high loss to follow-up (or differential loss to follow-up), was the impact assessed (eg, through sensitivity analysis or other adjustment method)? 9. Are any important primary outcomes missing from the results? 10. Are any important harms or adverse events that may be a consequence of the intervention/exposure missing from the results? 11. Are results believable, taking study limitations into consideration? 12. Were important confounding variables not taken into account in the design and/or analysis (eg, through matching, stratification, interaction terms, multivariate analysis, or other statistical adjustment such as instrumental variables)?
Abbreviation: NA, not applicable.
Embase 1974 to 2015 December 28, 2015 using OvidSp
| 1 | *rheumatoid arthritis/ | 97,740 |
| 2 | *rheumatoid nodule/ | 651 |
| 3 | (rheumatoid adj nodule).ti,ab. | 295 |
| 4 | (arthritis adj2 rheumat$).ti,ab. | 119,688 |
| 5 | RA.ti,ab. | 85,007 |
| 6 | *psoriasis/ | 31,038 |
| 7 | psoria$.ti,ab. | 52,099 |
| 8 | *psoriatic arthritis/ | 6,451 |
| 9 | psoriatic arthrit$.ti,ab. | 9,783 |
| 10 | or/1-9 | 224,711 |
| 11 | *medication compliance/ | 3,158 |
| 12 | *patient compliance/ | 19,028 |
| 13 | (cooperat$ or co-operat$).ti,ab. | 137,785 |
| 14 | *treatment refusal/ | 3,763 |
| 15 | (treatment adj2 refusal).ti,ab. | 652 |
| 16 | *patient dropouts/ | 107 |
| 17 | patient dropout$.ti,ab. | 212 |
| 18 | (uncooperat$ or unco-operat$).ti,ab. | 1,488 |
| 19 | (patient adj perspective$).ti,ab. | 2,682 |
| 20 | (patient adj attitude$).ti,ab. | 1,047 |
| 21 | (patient adj experience$).ti,ab. | 15,219 |
| 22 | continuation rate$.ti,ab. | 1,162 |
| 23 | (adher$ adj5 (regimen$ or medication$ or treatment$ or therap$ or drug$ or intervention$ or biologic$)).ti,ab. | 41,915 |
| 24 | (complian$ adj5 (regimen$ or patient$ or medication$ or treatment$ or therap$ or drug$ or intervention$ or biologic$)).ti,ab. | 50,669 |
| 25 | (persist$ adj5 (regimen$ or medication$ or treatment$ or therap$ or drug$ or intervention$ or biologic$)).ti,ab. | 31,812 |
| 26 | ((nonadher$ or non-adher$ or non adher$) adj5 (regimen$ or medication$ or treatment$ or therap$ or drug$ or intervention$ or biologic$)).ti,ab. | 6,231 |
| 27 | ((nonpersist$ or non-persist$ or non persist$) adj5 (regimen$ or medication$ or treatment$ or therap$ or drug$ or intervention$ or biologic$)).ti,ab. | 233 |
| 28 | ((noncomplian$ or non-complian$ or non complian$) adj5 (patient$ or regimen$ or medication$ or treatment$ or therap$ or drug$ or intervention$ or biologic$)).ti,ab. | 7,993 |
| 29 | (assessment adj5 (adher$ or complian$ or persist$)).ti,ab. | 3,684 |
| 30 | (assessment adj5 (nonadher$ or non-adher$ or non adher$)).ti,ab. | 85 |
| 31 | (assessment adj5 (noncomplian$ or non-complian$ or non complian$)).ti,ab. | 81 |
| 32 | (assessment adj5 (nonpersist$ or non-persist$ or non persist$ or nonpersist$)).ti,ab. | 5 |
| 33 | or/11-32 | 294,808 |
| 34 | 10 and 33 | 3,614 |
| 35 | limit 34 to (conference abstract or conference paper or conference proceeding or “conference review” or editorial or letter or “review”) | 1,764 |
| 36 | 34 not 35 | 1,850 |
| 37 | limit 36 to human | 1,478 |
Ovid Medline (R) in-process and other non-indexed citations and Ovid and Medline (R) 1946 – December 28, 2015 using OvidSp
| 1 | *Arthritis, Rheumatoid/ | 69,229 |
| 2 | *Rheumatoid Nodule/ | 567 |
| 3 | (rheumatoid adj nodule).ti,ab. | 240 |
| 4 | (arthritis adj2 rheumat$).ti,ab. | 86,167 |
| 5 | RA.ti,ab. | 56,769 |
| 6 | *Psoriasis/ | 23,577 |
| 7 | psoria$.ti,ab. | 35,733 |
| 8 | psoriatic arthrit$.ti,ab. | 5,659 |
| 9 | *Arthritis, Psoriatic/ | 3,171 |
| 10 | or/1-9 | 161,396 |
| 11 | *Medication Adherence/ | 6,402 |
| 12 | *Patient Compliance/ | 20,742 |
| 13 | (adher$ adj5 (regimen$ or medication$ or treatment$ or therap$ or drug$ or intervention$ or biologic$)).ti,ab. | 27,924 |
| 14 | (complian$ adj5 (regimen$ or patient$ or medication$ or treatment$ or therap$ or drug$ or intervention$ or biologic$)).ti,ab. | 32,328 |
| 15 | (persist$ adj5 (regimen$ or medication$ or treatment$ or therap$ or drug$ or intervention$ or biologic$)).ti,ab. | 23,065 |
| 16 | cooperat$ or co-operat$).ti,ab. | 118,393 |
| 17 | *Treatment Refusal/ | 5,526 |
| 18 | (treatment adj2 refusal).ti,ab. | 514 |
| 19 | *Patient Dropouts/ | 2,516 |
| 20 | patient dropout$.ti,ab. | 172 |
| 21 | ((nonadher$ or non-adher$ or non adher$) adj5 (regimen$ or medication$ or treatment$ or therap$ or drug$ or intervention$ or biologic$)).ti,ab. | 4,056 |
| 22 | ((nonpersist$ or non-persist$ or non persist$) adj5 (regimen$ or medication$ or treatment$ or therap$ or drug$ or intervention$ or biologic$)).ti,ab. | 131 |
| 23 | ((noncomplian$ or non-complian$ or non complian$) adj5 (patient$ or regimen$ or medication$ or treatment$ or therap$ or drug$ or intervention$ or biologic$)).ti,ab. | 5,319 |
| 24 | (uncooperat$ or unco-operat$).ti,ab. | 1,188 |
| 25 | (patient adj perspective$).ti,ab. | 1,878 |
| 26 | (patient adj attitude$).ti,ab. | 811 |
| 27 | (patient adj experience$).ti,ab. | 10,173 |
| 28 | continuation rate$.ti,ab. | 1,142 |
| 29 | (assessment adj5 (adher$ or complian$ or persist$)).ti,ab. | 2,418 |
| 30 | (assessment adj5 (nonadher$ or non-adher$ or non adher$)).ti,ab. | 57 |
| 31 | (assessment adj5 (noncomplian$ or non-complian$ or non complian$)).ti,ab. | 49 |
| 32 | (assessment adj5 (nonpersist$ or non-persist$ or non persist$ or nonpersist$)).ti,ab. | 4 |
| 33 | or/11-32 | 235,799 |
| 34 | 10 and 33 | 2,041 |
| 35 | limit 34 to (case reports or comment or in vitro or lectures or letter or “review”) | 467 |
| 36 | 34 not 35 | 1,574 |
| 37 | limit 36 to humans | 1,250 |
Cochrane, December 28, 2015 (CENTRAL only)
| 1 | MeSH descriptor: [Arthritis, Rheumatoid] explode all trees | 4,206 |
| 2 | MeSH descriptor: [Rheumatoid Nodule] explode all trees | 11 |
| 3 | rheumatoid next nodule*:ti,ab,kw (Word variations have been searched) | 17 |
| 4 | arthritis near/3 rheumat*:ti,ab,kw (Word variations have been searched) | 7,762 |
| 5 | RA:ti,ab,kw (Word variations have been searched) | 4,379 |
| 6 | MeSH descriptor: [Psoriasis] explode all trees | 1,916 |
| 7 | psoria*:ti,ab,kw (Word variations have been searched) | 4,176 |
| 8 | MeSH descriptor: [Arthritis, Psoriatic] explode all trees | 199 |
| 9 | psoriatic arthrit*:ti,ab,kw (Word variations have been searched) | 551 |
| 10 | MeSH descriptor: [Medication Adherence] explode all trees | 1,141 |
| 11 | MeSH descriptor: [Patient Compliance] explode all trees | 9,064 |
| 12 | adher* near/5 (regimen* or medication* or treatment* or therap* or drug* or intervention* or biologic*):ti,ab,kw (Word variations have been searched) | 5,854 |
| 13 | ((complian* or complian* or complian*) near/5 (regimen* or medication* or treatment* or therap* or drug* or intervention* or biologic*)):ti,ab,kw (Word variations have been searched) | 8,236 |
| 14 | ((persist*) near/5 (regimen* or medication* or treatment* or therap* or drug* or intervention* or biologic*)):ti,ab,kw (Word variations have been searched) | 3,335 |
| 15 | (cooperat* or co-operat*):ti,ab,kw (Word variations have been searched) | 6,506 |
| 16 | MeSH descriptor: [Treatment Refusal] explode all trees | 262 |
| 17 | treatment near/2 refusal:ti,ab,kw (Word variations have been searched) | 443 |
| 18 | MeSH descriptor: [Patient Dropouts] explode all trees | 1,589 |
| 19 | patient dropout*:ti,ab,kw (Word variations have been searched) | 3,269 |
| 20 | ((nonadher* or non-adher* or non adher*) near/5 (regimen* or medication* or treatment* or therap* or drug* or intervention* or biologic*)):ti,ab,kw (Word variations have been searched) | 440 |
| 21 | ((noncomplian* or non-complian* or non complian*) near/5 (patient* or regimen* or medication* or treatment* or therap* or drug* or intervention* or biologic*)):ti,ab,kw (Word variations have been searched) | 785 |
| 22 | ((nonpersist* or non-persist* or non persist*) near/5 (regimen* or medication* or treatment* or therap* or drug* or intervention* or biologic*)):ti,ab,kw (Word variations have been searched) | 29 |
| 23 | (uncooperat* or unco-operat*):ti,ab,kw (Word variations have been searched) | 134 |
| 24 | (assessment near/5 (adher* or complian* or persist*)):ti,ab,kw (Word variations have been searched) | 1,751 |
| 25 | (assessment near/5 (nonadher* or non-adher* or non adher*)):ti,ab,kw (Word variations have been searched) | 3 |
| 26 | (assessment near/5 (noncomplian* or non-complian* or non complian*)):ti,ab,kw (Word variations have been searched) | 8 |
| 27 | (assessment near/5 (nonpersist* or non-persist* or non persist*)):ti,ab,kw (Word variations have been searched) | 0 |
| 28 | (patient next perspective*):ti,ab,kw (Word variations have been searched) | 252 |
| 29 | patient next attitude*:ti,ab,kw (Word variations have been searched) | 1,001 |
| 30 | patient next experience*:ti,ab,kw (Word variations have been searched) | 4,444 |
| 31 | continuation rate*:ti,ab,kw (Word variations have been searched) | 1,015 |
| 32 | #1 or #2 or #3 or #4 or #5 or #6 or #7 or #8 or #9 | 13,154 |
| 33 | #10 or #11 or #12 or #13 or #14 or #15 or #16 or #17 or #18 or #19 or #20 or #21 or #22 or #23 or #24 or #25 or #26 or #27 or #28 or #29 or #30 or #31 | 36,736 |
| 34 | #32 and #33 | 552 |
| 35 | MeSH descriptor: [Arthritis, Rheumatoid] this term only | 4,063 |
| 36 | MeSH descriptor: [Rheumatoid Nodule] this term only | 11 |
| 37 | MeSH descriptor: [Psoriasis] this term only | 1,749 |
| 38 | MeSH descriptor: [Arthritis, Psoriatic] this term only | 199 |
| 39 | MeSH descriptor: [Medication Adherence] this term only | 1,141 |
| 40 | MeSH descriptor: [Patient Compliance] this term only | 7,978 |
| 41 | MeSH descriptor: [Treatment Refusal] this term only | 262 |
| 42 | MeSH descriptor: [Patient Dropouts] this term only | 1,589 |
| 43 | #3 or #4 or #5 or #7 or #9 or #35 or #36 or #37 or #38 | 13,016 |
| 44 | #12 or #13 or #14 or #15 or #17 or #19 or #20 or #21 or #22 or #23 or #24 or #25 or #26 or #27 or #28 or #29 or #30 or #31 or #39 or #40 or #41 or #42 | 36,736 |
| 45 | #43 and #44 | 549 |