| Literature DB >> 35187866 |
Sang-Hoon Lee1, Yong-Gil Kim2, Seung-Geun Lee3, Soo Hyun Lee4, Young-Joo Kim4, Ja-Young Jeon4, Joo-Young Jo4, Hyun-Jeong Yoo4, Juneyoung Lee5, Tae-Hwan Kim6.
Abstract
AIM: To provide in-depth understanding of real-world tumor necrosis factor inhibitor (TNFi) treatment patterns in patients with ankylosing spondylitis (AS) and treatment satisfaction, productivity loss, and associated factors.Entities:
Keywords: ankylosing spondylitis; patient satisfaction; productivity loss; treatment pattern; tumor necrosis factor inhibitor
Mesh:
Substances:
Year: 2022 PMID: 35187866 PMCID: PMC9303183 DOI: 10.1111/1756-185X.14304
Source DB: PubMed Journal: Int J Rheum Dis ISSN: 1756-1841 Impact factor: 2.558
Patient characteristics
| Total (N = 497) | |
|---|---|
| Age (years), mean (SD) | 40.3 (11.4) |
| Sex, male, n (%) | 424 (85.3) |
| Education, n (%) | |
| High school or less | 176 (35.6) |
| College or more | 319 (64.4) |
| Annual household income (USD | |
| <45 455 | 285 (57.8) |
| ≥45 455 | 208 (42.2) |
| Employment, n (%) | |
| Employed | 385 (78.1) |
| Unemployed | 108 (21.9) |
| BMI (kg/m2), mean (SD) | 24.7 (3.9) |
| Duration of disease (years), mean (SD) | 10 (6) |
| Comorbidity, yes, n (%) | 44 (8.9) |
| BASDAI, mean (SD) | 3.1 (2.0) |
| BASFI, mean (SD) | 1.7 (1.9) |
| Injection pain, VAS, mean (SD) | 1.8 (2.1) |
Abbreviations: BASDAI, Bath Ankylosing Spondylitis Disease Activity Index; BASFI, Bath Ankylosing Spondylitis Functional Index; BMI, body mass index; KRW, South Korean won; n, number; SD, standard deviation; USD, US dollar; VAS, visual analog scale.
1 USD = 1100 KRW.
Treatment patterns of patients with AS
| Total (N = 497) | |
|---|---|
| Total duration from the beginning of any TNFi treatments (years), mean (SD) | 6.2 (3.4) |
| Current TNFi treatments, n (%) | |
| Infliximab | 109 (21.9) |
| Adalimumab | 197 (39.6) |
| Etanercept | 117 (23.5) |
| Golimumab | 74 (14.9) |
| Duration of current TNFi treatment (years), mean (SD) | |
| Infliximab | 5.6 (3.4) |
| Adalimumab | 5.6 (2.7) |
| Etanercept | 7.3 (4.1) |
| Golimumab | 2.8 (1.3) |
| Doses of current TNFi treatment for the last year (doses/admission), n (%) | |
| Low | 123 (24.7) |
| Approved | 374 (75.3) |
| Infliximab | |
| <6 mg | 29 (26.6) |
| >6 mg | 80 (73.4) |
| Adalimumab | |
| <40 mg | 46 (23.4) |
| >40 mg | 151 (76.6) |
| Etanercept | |
| <50 mg | 48 (41.0) |
| >50 mg | 69 (59.0) |
| Golimumab | |
| <50 mg | 0 (—) |
| >50 mg | 74 (100.0) |
| BASDAI score according to treatment and dose, mean (SD) | |
| Low | 3.3 (1.8) |
| Approved | 3.1 (2.1) |
| Infliximab | |
| <6 mg | 2.8 (1.5) |
| >6 mg | 3.2 (2.1) |
| Adalimumab | |
| <40 mg | 3.6 (2.0) |
| >40 mg | 3.1 (2.1) |
| Etanercept | |
| <50 mg | 3.3 (1.9) |
| >50 mg | 3.3 (2.0) |
| Golimumab | |
| <50 mg | — |
| >50 mg | 2.9 (2.2) |
| BASFI score according to treatment and dose, mean (SD) | |
| Low | 1.6 (1.6) |
| Approved | 1.7 (2.0) |
| Infliximab | |
| <6 mg | 1.2 (1.5) |
| >6 mg | 1.9 (2.3) |
| Adalimumab | |
| <40 mg | 1.4 (1.5) |
| >40 mg | 1.6 (1.9) |
| Etanercept | |
| <50 mg | 2.1 (1.8) |
| >50 mg | 2.0 (2.3) |
| Golimumab | |
| <50 mg | — |
| >50 mg | 1.4 (1.6) |
| Route of device type, n (%) | |
| Intravenous | 111 (22.3) |
| Subcutaneous syringe | 133 (26.8) |
| Subcutaneous pen | 253 (50.9) |
| Concomitant use of NSAID, yes, n (%) | 194 (39.0) |
| Concomitant use of cDMARD, yes, n (%) | 27 (5.4) |
| Concomitant use of steroids, yes, n (%) | 41 (8.3) |
Abbreviations: AS, ankylosing spondylitis; cDMARD, conventional disease‐modifying antirheumatic drugs; n, number; NSAID, nonsteroidal anti‐inflammatory drugs; SD, standard deviation; TNFi, tumor necrosis factor inhibitor.
FIGURE 1Boxplots for treatment satisfaction evaluated by the Treatment Satisfaction Questionnaire for Medication (TSQM)
Risk factors for treatment satisfaction, based on the TSQM
| Effectiveness | Adverse effect | Convenience | Global satisfaction | |||||
|---|---|---|---|---|---|---|---|---|
| Coefficient |
| Coefficient |
| Coefficient |
| Coefficient |
| |
| Model 1 | ||||||||
| Age (years) | −0.210 | 0.002 | 0.036 | 0.430 | 0.179 | 0.013 | −0.106 | 0.127 |
| Male (Ref. female) | 1.087 | 0.598 | 2.079 | 0.134 | 1.049 | 0.628 | 5.804 | 0.006 |
| Annual household income (USD | ||||||||
| ≤45 455 | 3.039 | 0.039 | −0.285 | 0.773 | −1.016 | 0.510 | 2.237 | 0.133 |
| Type of current TNFi treatment (Ref. etanercept) | ||||||||
| Infliximab | −2.612 | 0.237 | 1.299 | 0.382 | −3.585 | 0.123 | −4.809 | 0.032 |
| Adalimumab | −2.045 | 0.278 | 1.139 | 0.368 | 3.337 | 0.092 | −2.945 | 0.123 |
| Golimumab | 1.344 | 0.588 | −1.618 | 0.332 | 0.001 | 1.000 | −2.853 | 0.256 |
| BASDAI | −2.557 | <0.0001 | −1.004 | 0.001 | −0.808 | 0.097 | −2.697 | <0.0001 |
| Injection pain (as measured with a VAS) | −0.325 | 0.387 | −0.376 | 0.137 | −1.473 | 0.0002 | −0.722 | 0.058 |
| Model 2 | ||||||||
| Age (years) | −0.210 | 0.002 | 0.038 | 0.410 | 0.173 | 0.016 | −0.106 | 0.126 |
| Male (Ref. female) | 1.102 | 0.594 | 2.081 | 0.135 | 1.101 | 0.609 | 5.877 | 0.005 |
| BMI (kg/m2) | 0.222 | 0.231 | −0.131 | 0.295 | 0.465 | 0.017 | 0.232 | 0.218 |
| Annual household income (USD | ||||||||
| ≤45 455 | 3.090 | 0.036 | −0.283 | 0.774 | −1.157 | 0.450 | 2.298 | 0.123 |
| Route of device type (Ref. SC pen type) | ||||||||
| SC syringe type | 2.174 | 0.206 | −0.727 | 0.530 | −4.013 | 0.026 | 1.034 | 0.552 |
| Intravenous | −1.230 | 0.513 | 0.907 | 0.474 | −7.671 | <0.0001 | −2.683 | 0.160 |
| BASDAI | −2.561 | <0.0001 | −0.988 | 0.002 | −0.810 | 0.094 | −2.729 | <0.0001 |
| Injection pain VAS | −0.302 | 0.419 | −0.343 | 0.175 | −1.661 | <0.0001 | −0.626 | 0.099 |
Abbreviations: AS, ankylosing spondylitis; BASDAI, Bath Ankylosing Spondylitis Disease Activity Index; BASFI, Bath Ankylosing Spondylitis Functional Index; BMI, body mass index; cDMARDs, conventional disease‐modifying antirheumatic drugs; KRW, South Korean won; NSAIDs, nonsteroidal anti‐inflammatory drugs; SC, subcutaneous; TNFi, tumor necrosis factor inhibitor; TSQM, Treatment Satisfaction Questionnaire for Medication; USD, US dollar; VAS, visual analog scale.
1 USD = 1100 KRW.
P value from multivariate linear regression models, adjusted following variables selected based on the results of univariate analysis and on clinical judgment; education, employment, BMI, duration of AS disease, total duration from the beginning of any TNFi treatments, doses of current TNFi treatment, BASFI, and concomitant use of NSAIDs, cDMARDs, or steroids.
Adjusted R 2 values for model 1 were 0.1414 in effectiveness, 0.0420 in side effect, 0.0788 in convenience, and 0.1396 in global satisfaction and for model 2 were 0.1413 in effectiveness, 0.0372 in side effect, 0.0886 in convenience, and 0.1390 in global satisfaction.
Productivity loss of patients with AS
| Parameter |
Mean (SD) (N = 447) |
|---|---|
| Actual days worked if not sick due to AS over past 4 weeks (days) | 23.9 (5.2) |
| Absent work days over past 4 weeks (days); full day absent | 0.5 (2.6) |
| Partial missing work days over past 4 weeks (days); partial‐day absent | 0.7 (2.7) |
| Self‐rated job performance over past 4 weeks | 7.5 (1.9) |
| Lost productive time due to “absenteeism” over past 4 weeks (hours) | 6.4 (27.0) |
| Lost productive time due to “presenteeism” over past 4 weeks (hours) | 47.6 (38.2) |
| Lost productive time (hours) | 54.0 (54.6) |
| Annual cost of absenteeism (USD | 1480 (6496) |
| Annual cost of presenteeism (USD | 11 098 (9216) |
| Annual cost of lost productive time (USD | 12 578 (13 096) |
Abbreviations: AS, ankylosing spondylitis; USD, US dollar; VAS, visual analog scale.
VAS, ranging from 0 (worst) to 10 (best).
1 USD = 1,100 KRW.
Risk factors of the annual cost of lost productivity time
| Coefficient |
| |
|---|---|---|
| Model 1 | ||
| Male (Ref. female) | −4293.7 | 0.013 |
| Employed (Ref. unemployed) | −6745.0 | <0.0001 |
| Type of current TNFi treatment (Ref. etanercept) | ||
| Infliximab | 1312.0 | 0.467 |
| Adalimumab | 1979.2 | 0.211 |
| Golimumab | −190.1 | 0.926 |
| BASDAI | 2045.8 | <0.0001 |
| BASFI | 1085.9 | 0.011 |
| Model 2 | ||
| Male (Ref. female) | −4290.9 | 0.013 |
| Employed (Ref. unemployed) | −6781.4 | <0.0001 |
| Route of device type (Ref. Subcutaneous pen type) | ||
| Subcutaneous syringe type | −864.0 | 0.547 |
| Intravenous | −88.1 | 0.955 |
| BASDAI | 2073.7 | <0.0001 |
| BASFI | 1053.3 | 0.014 |
Abbreviations: AS, ankylosing spondylitis; BASDAI, Bath Ankylosing Spondylitis Disease Activity Index; BASFI, Bath Ankylosing Spondylitis Functional Index; BMI, body mass index; cDMARDs, conventional disease‐modifying antirheumatic drugs; IV, intravenous; KRW, South Korean won; NSAIDs, nonsteroidal anti‐inflammatory drugs; TNFi, tumor necrosis factor inhibitor; USD, US dollar; VAS, visual analog scale.
In KRW: 1 USD = 1100 KRW.
P value from multivariate linear regression model adjusted for the following variables selected based on the results of univariate analysis and on clinical judgment: age; BMI; education; household annual income; duration of AS disease; total duration from the beginning of any TNFi treatments; doses of current TNFi treatment; duration of AS disease; concomitant use of NSAIDs, cDMARDs, or steroids; and pain (as measured by the VAS) for the past year.
Adjusted R 2 for model 1 was 0.2462 and for model 2 was 0.2442.