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Research ArticleRheumatoid Arthritis

Effect on Costs and Quality-adjusted Life-years of Treat-to-target Treatment Strategies Initiating Methotrexate, or Tocilizumab, or Their Combination in Early Rheumatoid Arthritis

Maxime M.A. Verhoeven, Janneke Tekstra, Jacob M. van Laar, Attila Pethö-Schramm, Michelle E.A. Borm, Johannes W.J. Bijlsma, Johannes W.G. Jacobs, Floris P.J.G. Lafeber and Paco M.J. Welsing
The Journal of Rheumatology April 2021, 48 (4) 495-503; DOI: https://doi.org/10.3899/jrheum.200067
Maxime M.A. Verhoeven
1M.M. Verhoeven, PhD student, J. Tekstra, MD, PhD, J.M. van Laar, MD, PhD, J.W. Bijlsma, MD, PhD, J.W. Jacobs, MD, PhD, F.P. Lafeber, PhD, P.M. Welsing, PhD, Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht, the Netherlands;
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  • For correspondence: m.m.a.verhoeven-15{at}umcutrecht.nl
Janneke Tekstra
1M.M. Verhoeven, PhD student, J. Tekstra, MD, PhD, J.M. van Laar, MD, PhD, J.W. Bijlsma, MD, PhD, J.W. Jacobs, MD, PhD, F.P. Lafeber, PhD, P.M. Welsing, PhD, Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht, the Netherlands;
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Jacob M. van Laar
1M.M. Verhoeven, PhD student, J. Tekstra, MD, PhD, J.M. van Laar, MD, PhD, J.W. Bijlsma, MD, PhD, J.W. Jacobs, MD, PhD, F.P. Lafeber, PhD, P.M. Welsing, PhD, Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht, the Netherlands;
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Attila Pethö-Schramm
2A. Pethö-Schramm, MD, PhD, F. Hoffmann-La Roche, Basel, Switzerland;
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Michelle E.A. Borm
3M.E. Borm, PhD, Roche Nederland BV, Woerden, the Netherlands.
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Johannes W.J. Bijlsma
1M.M. Verhoeven, PhD student, J. Tekstra, MD, PhD, J.M. van Laar, MD, PhD, J.W. Bijlsma, MD, PhD, J.W. Jacobs, MD, PhD, F.P. Lafeber, PhD, P.M. Welsing, PhD, Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht, the Netherlands;
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Johannes W.G. Jacobs
1M.M. Verhoeven, PhD student, J. Tekstra, MD, PhD, J.M. van Laar, MD, PhD, J.W. Bijlsma, MD, PhD, J.W. Jacobs, MD, PhD, F.P. Lafeber, PhD, P.M. Welsing, PhD, Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht, the Netherlands;
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Floris P.J.G. Lafeber
1M.M. Verhoeven, PhD student, J. Tekstra, MD, PhD, J.M. van Laar, MD, PhD, J.W. Bijlsma, MD, PhD, J.W. Jacobs, MD, PhD, F.P. Lafeber, PhD, P.M. Welsing, PhD, Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht, the Netherlands;
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Paco M.J. Welsing
1M.M. Verhoeven, PhD student, J. Tekstra, MD, PhD, J.M. van Laar, MD, PhD, J.W. Bijlsma, MD, PhD, J.W. Jacobs, MD, PhD, F.P. Lafeber, PhD, P.M. Welsing, PhD, Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht, the Netherlands;
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    Figure 1.

    Cost (€ × 1000) over time per initial treatment strategy in means. Outcomes based on single imputation nested in 10,000 bootstraps; costs expressed in euros. TCZ + MTX: initiation of TCZ + MTX; TCZ: initiation of TCZ + placebo-MTX; MTX: initiation of MTX + placebo-TCZ. Indirect nonhealthcare costs: costs related to patient and family (e.g., travel costs, buying stair lift); direct healthcare costs: all costs related to healthcare, also for other diseases (RA medication costs excluded); productivity loss costs: costs related to work loss or being less productive; other medication costs: all RA medication costs, including NSAID and csDMARD (excluding bDMARD). bDMARD: biologic disease-modifying antirheumatic drug; csDMARD: conventional synthetic disease-modifying antirheumatic drug; MTX: methotrexate; NSAID: nonsteroidal antiinflammatory drug; RA: rheumatoid arthritis; TCZ: tocilizumab.

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    Figure 2.

    Cost-effectiveness planes for the TCZ-based initiation treatment strategy groups versus the MTX initiation strategy group over 5 years, using the societal perspective (human capital approach). TCZ + MTX: initiation of TCZ + MTX strategy group; TCZ: initiation of TCZ + placebo-MTX strategy group; MTX: initiation of MTX + placebo-TCZ strategy group. TCZ dominated (i.e., more QALY and lower costs) in 8% of all bootstrap samples (8% chance that the intervention is cost effective) compared to MTX. MTX: methotrexate; QALY: quality-adjusted life-years; TCZ: tocilizumab.

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    Figure 3.

    Cost-effectiveness acceptability curve for the TCZ-based initiation treatment strategy groups versus the MTX initiation strategy group over 5 years, using the societal perspective (human capital approach). TCZ + MTX: initiation of TCZ + MTX strategy group; TCZ: initiation of TCZ + placebo-MTX strategy group; MTX: initiation of MTX + placebo-TCZ strategy group. Using a willingness to pay of €50,000, the probability that TCZ + MTX or TCZ is more cost effective compared to MTX is 0% or 20%, respectively. MTX: methotrexate; TCZ: tocilizumab.

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    Table 1

    Baseline characteristics of patients included in the U-Act-Early trial.

    TCZ + MTX, n = 106TCZ, n = 103MTX, n = 108
    Employed, n (%)85 (80)79 (77)87 (81)
    Working hours per week, mean (SD)24.0 (15.3)22.1 (15.5)24.6 (15.8)
    Female, n (%)65 (61)78 (76)69 (64)
    RF+, n (%)75 (71)68 (66)86 (80)
    Anti-CCP +, n (%)72 (68)67 (65)84 (78)
    RF-and/or anti-CCP+, n (%)79 (75)77 (75)93 (86)
    Age, yrs, median (IQR)53.0 (46.0–60.0)55.0 (47.0–63.0)53.0 (44.5–62.0)
    Symptom duration, days, median (IQR)24.5 (16.0–41.5)25.5 (18.0–45.0)27.0 (15.0–46.0)
    DAS28, mean (SD)5.2 (1.1)5.3 (1.1)5.1 (1.2)
    HAQ, mean (SD)1.1 (0.67)1.3 (0.66)1.1 (0.59)
    Included in posttrial follow-up, n (%)75 (71)79 (77)72 (67)
    • TCZ + MTX: initial TCZ + MTX strategy group; TCZ: initial TCZ + placebo-MTX strategy group; MTX: initial MTX + placebo-TCZ strategy group. Anti-CCP: anticyclic citrullinated peptide antibodies; DAS28: disease activity score in 28 joints (range 0–9.4; higher is more activity); HAQ: Health Assessment Questionnaire (range 0–3; 3 = worst function); MTX: methotrexate; RF: rheumatoid factor; TCZ: tocilizumab.

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    Table 2

    Mean (2.5–97.5 percentile) difference in costs (€, rounded to the nearest hundreds) and QALY, and ICER with distribution in cost-effectiveness plane (%).

    TCZ + MTX vs MTXTCZ vs MTX
    Over 2 years
          Medication costs14,800 (12,000 to 17,600)15,900 (13,100 to 18,600)
          Direct healthcare costs8700 (4100 to 13,400)–1400 (–4700 to 1800)
          Indirect nonhealthcare costs–600 (–1200 to 0)200 (–700 to 1100)
          Productivity loss costs#2500 (–4200 to 9300)–3200 (–9900 to 3400)
          Productivity loss costs$400 (–1100 to 1900)–300 (–1900 to 1200)
          Total cost and effect
                Healthcare perspective†23,500 (18,000 to 29,000)14,500 (10,000–18,900)
                Societal perspective#25,300 (17,200 to 33,300)11,400 (3600–19,300)
                Societal perspective$23,200 (17,800 to 28,600)14,400 (9600–19,000)
                QALY0.06 (–0.02 to 0.13)0.03 (–0.05 to 0.11)
                ICERHC425,088539,531
                    % (SE, SW, NW NE)0, 0, 7, 93(0, 0, 26, 74)
                ICER#458,954425,144
                    % (SE, SW, NW NE)0, 0, 7, 93(0, 0, 26, 74)
                ICER$420,829533,521
                    % (SE, SW, NW NE)0, 0, 7, 93(0, 0, 26, 74)
    Over 5 years
          Medication costs14,600 (9300 to 19,900)17,200 (11,700–22,500)
          Direct healthcare costs19,900 (9700 to 30,300)–2,700 (–9700 to 3800)
          Indirect nonhealthcare costs–4,100 (–5400 to –2800)–2,800 (–4300 to –1400)
          Productivity loss costs#5200 (–8400 to 18,700)–6,600 (–19,900 to 6800)
          Productivity loss costs$1500 (–1900 to 4200)0 (–3300 to 2900)
          Total cost and effect
                Healthcare perspective34,500 (22,200 to 46,600)14,500 (5100 to 23,500)
                Societal perspective#35,600 (18,700 to 52,200)5,000 (–10,500 to 20,800)
                Societal perspective$31,600 (19,600 to 43,600)11,500 (1700–20,900)
                QALYs0.06 (–0.10 to 0.22)–0.03 (–0.20 to 0.1)
                ICERHC575,982–426,967
                    % (SE, SW, NW NE)(0, 0, 23, 77)(0, 0, 65, 35)
                ICER#594,021–149,241
                    % (SE, SW, NW NE)(0, 0, 23, 77)(8, 18, 47, 27)
                ICER$526,674–337,609
                    % (SE, SW, NW NE)(0, 0, 23, 77)(1, 0, 65, 34)
    • Outcomes based on single imputation nested in 10,000 bootstraps; costs expressed in euros. TCZ + MTX: initiation of TCZ + MTX strategy group; TCZ: initiation of TCZ + placebo-MTX strategy group; MTX: initiation of MTX + placebo-TCZ strategy group. Medication costs: all RA medication costs; direct healthcare costs: all costs related to healthcare (also for other diseases; RA medication costs excluded); indirect nonhealthcare costs: costs related to patient and family (e.g., travel costs, buying stair lift); productivity loss costs: costs related to work loss or being less productive.

    • ↵†Healthcare perspective: direct healthcare cost + medication cost; societal perspective: direct healthcare costs + indirect nonhealthcare costs + productivity loss costs + medication costs.

    • ↵#Using human capital approach.

    • ↵$Using friction cost approach, only counting costs for a period of absence up to 85 days. HC: healthcare perspective; ICER: incremental cost-effectiveness ratio (using societal perspective according to human capital approach); MTX: methotrexate; QALY: quality-adjusted life-years; TCZ: tocilizumab; SE: south-east (gain in QALY, less expensive; i.e., TCZ dominant); SW: southwest (loss in QALY, less expensive); NW: northwest (loss in QALY, more expensive; i.e., TCZ inferior); NE: northeast (gain in QALY, more expensive).

    • View popup
    Table 3

    Mean (2.5–97.5 percentile) difference in costs (€, rounded to the nearest hundred) and QALY, and ICER with distribution in cost-effectiveness plane (%)

    AnalysisOver 5 YearsTCZ + MTX vs MTXTCZ vs MTX
    Base caseSocietal perspective#35,600 (18,700–52,200)5000 (–10,500 to 20,800)
    QALY0.06 (–0.10 to 0.22)–0.03 (–0.20 to 0.13)
    ICER#594,021–149,241
    % (SE, SW, NW, NE)(0, 0, 23, 77)(8, 18, 47, 27)
    Sensitivity analyses
    Complete caseSocietal perspective#30,400 (9100–51,200)10,100 (–9900 to 29,700)
    QALY0.01 (–0.14 to 0.16)–0.16 (–0.32 to 0.00)
    ICER#3,586,015–64,263
    % (SE, SW, NW, NE)(0, 0, 46, 54)(0, 16, 81, 3)
    QALY +0.05 interventionSocietal perspective#35,600 (18,700 to 52,200)5000 (–10,500 to 20,800)
    QALY0.12 (–0.04 to 0.28)0.02 (–0.14 to 0.19)
    ICER#296,907194,208
    % (SE, SW, NW, NE)(0, 0, 7, 93)(15, 11, 27, 47)
    QALY –0.05 interventionSocietal perspective#35,600 (18,700 to 52,200)5000 (–10,500 to 20,800)
    QALY0.00 (–0.16 to 0.16)–0.09 (–0.25 to 0.07)
    ICER#–849,242,215–53,908
    % (SE, SW, NW, NE)(0, 0, 50, 50)(3, 24, 63, 10)
    Discounting 4% for costs and QALY Societal perspective#35,600 (18,700 to 52,200)5000 (–10,500 to 20,800)
    QALY0.06 (–0.09 to 0.22)–0.03 (–0.18 to 0.13)
    ICER#595,474–186,561
    % (SE, SW, NW, NE)(0, 0, 22, 78)(9, 18, 45, 28)
    Scenario analyses
    TCZ-SCSocietal perspective#31,700 (14,900 to 48,000)–200 (–15,400 to 15,100)
    QALY0.06 (–0.10 to 0.22)–0.03 (–0.20 to 0.13)
    ICER#528,6554539
    % (SE, SW, NW, NE)(0, 0, 23, 77)(16, 35, 30, 19)
    TCZ-SC –10%Societal perspective#30,500 (13,700 to 46,800)–1700 (–16,700 to 13,400)
    QALY0.06 (–0.10 to 0.22)–0.03 (–0.20 to 0.13)
    ICER#508,80751,233
    % (SE, SW, NW, NE)(0, 0, 23, 77)(19, 40, 26, 15)
    TCZ-SC –30%Societal perspective#28,100 (11,400 to 44,500)–4,900 (–2000 to 9900)
    QALY0.06 (–0.10 to 0.22)–0.03 (–0.20 to 0.13)
    ICER#468,847145,244
    % (SE, SW, NW, NE)(0, 0, 23, 77)(25, 49, 16, 10)
    Subgroup DAS 28 > 5.1Societal perspective#34,400 (11,100 to 57,400)1,400 (–21,100 to 23,600)
    QALY0.07 (–0.17 to 0.30)–0.01 (–0.25 to 0.24)
    ICER#509,695–257,000
    % (SE, SW, NW, NE)(0, 0, 29, 71)(21, 24, 28, 27)
    • Outcomes based on single imputation nested in 10,000 bootstraps; costs expressed in euros. TCZ + MTX: initiation of TCZ + MTX strategy group; TCZ: initiation of TCZ + placebo-MTX strategy group; MTX: initiation of MTX + placebo-TCZ strategy group. Societal perspective: direct healthcare costs + indirect nonhealthcare costs + productivity loss costs + medication costs.

    • ↵#Using human capital approach. DAS28: Disease Activity Score in 28 joints; ICER: incremental cost-effectiveness ratio (using societal perspective according to human capital approach); QALY: quality-adjusted life-years; SE: southeast (gain in QALY, less expensive; i.e., TCZ dominant); SW: southwest (loss in QALY, less expensive); NW: northwest (loss in QALY, more expensive; i.e., TCZ inferior); NE: northeast (gain in QALY, more expensive); MTX: methotrexate; SC: subcutaneous; TCZ: tocilizumab.

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Effect on Costs and Quality-adjusted Life-years of Treat-to-target Treatment Strategies Initiating Methotrexate, or Tocilizumab, or Their Combination in Early Rheumatoid Arthritis
Maxime M.A. Verhoeven, Janneke Tekstra, Jacob M. van Laar, Attila Pethö-Schramm, Michelle E.A. Borm, Johannes W.J. Bijlsma, Johannes W.G. Jacobs, Floris P.J.G. Lafeber, Paco M.J. Welsing
The Journal of Rheumatology Apr 2021, 48 (4) 495-503; DOI: 10.3899/jrheum.200067

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Effect on Costs and Quality-adjusted Life-years of Treat-to-target Treatment Strategies Initiating Methotrexate, or Tocilizumab, or Their Combination in Early Rheumatoid Arthritis
Maxime M.A. Verhoeven, Janneke Tekstra, Jacob M. van Laar, Attila Pethö-Schramm, Michelle E.A. Borm, Johannes W.J. Bijlsma, Johannes W.G. Jacobs, Floris P.J.G. Lafeber, Paco M.J. Welsing
The Journal of Rheumatology Apr 2021, 48 (4) 495-503; DOI: 10.3899/jrheum.200067
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Keywords

BIOLOGICAL THERAPIES
DISEASE-MODIFYING ANTIRHEUMATIC DRUGS
EPIDEMIOLOGY
health economics
RHEUMATOID ARTHRITIS
QUALITY OF LIFE

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