| Literature DB >> 30148175 |
Margarida Figueiredo-Braga1,2, Caleb Cornaby3, Alice Cortez4, Miguel Bernardes5, Georgina Terroso5, Marta Figueiredo1, Cristina Dos Santos Mesquita6, Lúcia Costa5, Brian D Poole3.
Abstract
PURPOSE: Rheumatoid arthritis (RA) is an often debilitating autoinflammatory disease. Patients with rheumatoid arthritis are often troubled by co-occurring depression or other psychological manifestations. RA patients have a variety of treatment options available, including biologicals that inhibit cytokines or immune cells. If these cytokines influence the psychological symptoms, then the use of cytokine inhibitors should modulate these symptoms.Entities:
Mesh:
Substances:
Year: 2018 PMID: 30148175 PMCID: PMC6083532 DOI: 10.1155/2018/5954897
Source DB: PubMed Journal: J Immunol Res ISSN: 2314-7156 Impact factor: 4.818
Sociodemographics of cohort.
|
| All subjects | RA subjects | Healthy subjects | Depressed subjects | SLE subjects | |||
|---|---|---|---|---|---|---|---|---|
| ( | ( | ( |
| ( |
| ( |
| |
| Gender, number (%) | ||||||||
| Female | 192 (92) | 69 (84) | 21 (95) | 0.291 | 29 (91) | 0.550 | 73 (100) | <0.001 |
| Age, mean ± SD | 49.27 ± 11.99 | 54.99 ± 10.08 | 43.14 ± 11.54 | < 0.001 | 49.25 ± 14.03 | 0.040 | 44.70 ± 10.38 | <0.001 |
| Education (years), mean ± SD | 8.43 ± 4.45 | 6.85 ± 3.99 | 13.55 ± 3.10 | < 0.001 | 8.91 ± 4.31 | 0.017 | 8.88 ± 4.14 | 0.002 |
| Education level, number (%) | < 0.001 | 0.200 | <0.001 | |||||
| Primary (or less) | 97 (46) | 53 (65) | 1 (5) | 15 (47) | 28 (38) | |||
| Middle school | 34 (16) | 14 (17) | 2 (9) | 7 (22) | 11 (15) | |||
| High school | 44 (21) | 7 (9) | 8 (36) | 5 (16) | 24 (33) | |||
| College | 32 (15) | 7 (9) | 10 (45) | 5 (16) | 10 (14) | |||
| Graduate school | 2 (1) | 1 (1) | 1 (5) | 0 (0) | 0 (0) | |||
| Marriage status, number (%) | 0.024 | 0.428 | 0.026 | |||||
| Unmarried | 33 (16) | 9 (11) | 8 (36) | 6 (19) | 10 (14) | |||
| Married | 135 (65) | 50 (61) | 9 (41) | 22 (69) | 54 (74) | |||
| Divorced | 28 (13) | 14 (17) | 4 (18) | 2 (6) | 8 (11) | |||
| Widowed | 10 (5) | 8 (10) | 0 (0) | 2 (6) | 0 (0) | |||
| Cohabiting | 3 (1) | 1 (1) | 1 (5) | 0 (0) | 1 (1) | |||
| Employment status, number (%) | 0.002 | 0.137 | 0.452 | |||||
| Employed | 88 (42) | 28 (34) | 16 (73) | 16 (50) | 28 (38) | |||
Depressive symptoms correlated with medication in rheumatoid arthritis.
| Medication | Pseudo | AICc | Coefficient | Odds ratio (95% CI) |
|
|---|---|---|---|---|---|
| Biological medications | 0.154 | 572.98 | |||
| None | 0.059 | 1.06 (0.83–1.37) | 0.643 | ||
| Abatacept | −0.143 | 0.87 (0.45–1.52) | 0.642 | ||
| Adalimumab | −0.143 | 0.87 (0.45–1.52) | 0.642 | ||
| Etanercept | 0.011 | 1.01 (0.72–1.41) | 0.948 | ||
| Golimumab | 0.011 | 1.01 (0.43–2.03) | 0.978 | ||
| Infliximab | 0.113 | 1.12 (0.73–1.66) | 0.588 | ||
| Rituximab | 0.145 | 1.16 (0.85–1.57) | 0.361 | ||
| Tocilizumab | −0.351 | 0.70 (0.52–0.95) | 0.023 | ||
| Classic medications | 0.829 | 478.81 | |||
| Leflunomide | −0.284 | 0.75 (0.56–1.01) | 0.061 | ||
| Methotrexate | −0.207 | 0.81 (0.62–1.06) | 0.125 | ||
| Leflunomide and Methotrexate | 0.301 | 1.35 (0.82–2.12) | 0.209 | ||
| Sulfasalazine | −0.546 | 0.58 (0.37–0.87) | 0.012 | ||
| Hydroxychloroquine + Leflunomide + Methotrexate | −0.441 | 0.64 (0.31–1.17) | 0.184 | ||
| Hydroxychloroquine + Methotrexate | 0.090 | 1.09 (0.73–1.60) | 0.650 | ||
| Cyclosporine | 0.029 | 1.03 (0.46–1.98) | 0.937 | ||
| Hydroxychloroquine + Leflunomide | −0.258 | 0.77 (0.30–1.61) | 0.539 | ||
| Sulfasalazine + Methotrexate | 0.147 | 1.16 (0.70–1.86) | 0.565 | ||
| Hydroxychloroquine | 0.147 | 1.16 (0.68–1.86) | 0.565 | ||
| Sulfasalazine + Hydroxychloroquine | 0.147 | 1.16 (0.68–1.86) | 0.565 | ||
| Sulfasalazine + Leflunomide | −1.357 | 0.26 (0.04–0.81) | 0.057 |
Correlations between depressive symptoms and serum cytokine levels.
| Pseudo | AICc | Coefficient | Odds ratio (95% CI) |
| ||
|---|---|---|---|---|---|---|
| Rheumatoid arthritis | ( | |||||
| IL-6 (pg/mL), mean ± SD | 44.04 ± 104.39 | 1.000 | 73.80 | 0.002 | 1.00 (1.00-1.00) | 0.132 |
| IL-10 (pg/mL), mean ± SD | 4.12 ± 2.97 | 1.000 | 68.99 | 0.121 | 1.13 (1.03–1.22) | 0.005 |
| TNF-alpha (pg/mL), mean ± SD | 109.92 ± 151.85 | 1.000 | 75.19 | 0.001 | 1.00 (1.00-1.00) | 0.430 |
| Lupus | ( | |||||
| IL-6 (pg/mL), mean ± SD | 2.81 ± 2.18 | 1.000 | 83.69 | 0.055 | 1.06 (0.96–1.15) | 0.229 |
| IL-10 (pg/mL), mean ± SD | 6.76 ± 4.06 | 1.000 | 76.47 | −0.088 | 0.92 (0.86–0.97) | 0.006 |
| TNF-alpha (pg/mL), mean ± SD | 60.66 ± 102.38 | 1.000 | 83.56 | −0.001 | 1.00 (1.00-1.00) | 0.243 |
| Depressive disorder | ( | |||||
| IL-6 (pg/mL), mean ± SD | 1.30 ± 2.23 | 0.970 | 143.99 | 0.070 | 1.07 (1.01–1.13) | 0.011 |
| IL-10 (pg/mL), mean ± SD | 9.18 ± 15.66 | 0.962 | 146.13 | 0.008 | 1.01 (1.00-1.02) | 0.059 |
| TNF-alpha (pg/mL), mean ± SD | 38.43 ± 67.75 | 0.962 | 146.01 | 0.002 | 1.00 (1.00-1.00) | 0.048 |
| Healthy controls | ( | |||||
| IL-6 (pg/mL), mean ± SD | 1.11 ± 1.34 | 0.653 | 102.02 | 0.014 | 1.01 (0.84–1.18) | 0.869 |
| IL-10 (pg/mL), mean ± SD | 3.07 ± 3.78 | 0.712 | 98.70 | 0.047 | 1.05 (1.00-1.09) | 0.047 |
| TNF-alpha (pg/mL), mean ± SD | 33.77 ± 53.08 | 0.706 | 99.05 | −0.005 | 1.00 (0.99–1.00) | 0.109 |
Correlations between depressive symptoms and clinical assessments in RA subjects.
| ( | Pseudo | AICc | Coefficient | Odds ratio (95% CI) |
| |
|---|---|---|---|---|---|---|
|
| ||||||
| Disease duration (years), mean ± SD | 17.56 ± 11.48 | 0.252 | 461.64 | −0.040 | 0.96 (0.88–1.05) | 0.401 |
| BMI, mean ± SD | 26.46 ± 5.49 | 0.144 | 557.56 | 0.028 | 1.03 (1.01–1.04) | < 0.001 |
| Pain score, median | 6 | 0.411 | 527.31 | 0.114 | 1.12 (1.08–1.16) | < 0.001 |
| Smoking, number (%) | 0 (0) | < 0.001 | 570.11 | −0.029 | 0.97 (0.77–1.22) | 0.806 |
| Drinking, number (%) | 13 (16) | 0.014 | 569.01 | −0.129 | 0.88 (0.69–1.11) | 0.290 |
| Physical activity, number (%) | 13 (16) | 0.256 | 546.22 | −0.668 | 0.51 (0.38–0.68) | < 0.001 |
| Biologic medication, number (%) | 42 (51) | 0.027 | 570.09 | −0.082 | 0.92 (0.73–1.18) | 0.503 |
| Classic medication, number (%) | 55 (67) | 0.030 | 569.89 | −0.062 | 0.94 (0.75–1.19) | 0.601 |
| Disease activity (patient), mean ± SD | 54.04 ± 30.16 | 0.880 | 426.21 | 0.002 | 1.01 (1.01–1.02) | < 0.001 |
| Disease activity (doctor), mean ± SD | 35.44 ± 27.03 | 0.890 | 419.81 | 0.013 | 1.01 (1.01–1.02) | < 0.001 |
|
| ||||||
| Sedementation velocity, mean ± SD | 26.59 ± 22.27 | 0.834 | 448.13 | 0.010 | 1.01 (1.01–1.01) | < 0.001 |
| C-reactive protein, mean ± SD | 11.11 ± 17.43 | 0.778 | 468.09 | 0.006 | 1.01 (1.00-1.01) | 0.007 |
| DAS28, mean ± SD | 5.04 ± 5.65 | 0.830 | 449.81 | 0.038 | 1.04 (1.02–1.05) | < 0.001 |
| Brain leukocytes, mean ± SD | 8.09 ± 3.40 | 0.707 | 484.34 | 0.010 | 1.01 (0.98–1.04) | 0.425 |
| Brain lymphocytes, mean ± SD | 27.10 ± 9.84 | 0.713 | 482.76 | −0.007 | 0.99 (0.98–1.00) | 0.139 |
| Anti-dsDNA, mean ± SD | 10.66 ± 5.30 | 0.999 | 248.28 | 0.017 | 1.02 (1.00-1.04) | 0.069 |
Correlations between depressive symptoms and SLE clinical assessments.
| SLE subjects | ||||||
|---|---|---|---|---|---|---|
| ( | Pseudo | AICc | Coefficient | Odds ratio (95% CI) |
| |
|
| ||||||
| Disease duration (years), mean ± SD | 17.81 ± 8.85 | 0.021 | 467.95 | 0.006 | 1.01 (1.00-1.02) | 0.211 |
| BMI, mean ± SD | 24.51 ± 5.60 | 0.103 | 461.59 | 0.021 | 1.02 (1.01–1.03) | 0.003 |
| Smoking, number (%) | ||||||
| Yes | 13 (18) | 0.032 | 467.14 | −0.186 | 0.83 (0.65–1.05) | 0.133 |
| Drinking, number (%) | ||||||
| Yes | 7 (10) | 0.006 | 469.03 | 0.100 | 1.11 (0.82–1.45) | 0.489 |
| Physical activity, number (%) | ||||||
| Yes | 24 (33) | 0.054 | 465.43 | −0.196 | 0.82 (0.68–0.99) | 0.047 |
|
| ||||||
| Sedimentation velocity, mean ± SD | 23.48 ± 20.96 | 0.355 | 440.12 | 0.003 | 1.00 (1.00-1.01) | 0.220 |
| C-reactive protein, mean ± SD | 0.44 ± 0.57 | 0.191 | 454.67 | 0.120 | 1.13 (0.97–1.29) | 0.094 |
| Leukocytes, mean ± SD | 6.73 ± 2.13 | 0.160 | 457.26 | −0.003 | 1.00 (0.96–1.04) | 0.884 |
| Brain leukocytes, mean ± SD | 6.22 ± 2.20 | 1.000 | 91.44 | 0.121 | 1.13 (1.04–1.23) | 0.005 |
| Lymphocytes, mean ± SD | 28.89 ± 8.09 | 0.160 | 457.27 | 0.001 | 1.00 (0.99–1.01) | 0.929 |
| Brain lymphocytes, mean ± SD | 29.05 ± 6.77 | 1.000 | 96.64 | −0.022 | 0.98 (0.95–1.01) | 0.117 |
| Anti-dsDNA, mean ± SD | 98.79 ± 111.01 | 0.829 | 370.64 | < 0.001 | 1.00 (1.00-1.00) | 0.990 |
| Brain anti-dsDNA, mean ± SD | 635.54 ± 1504.14 | 1.000 | 96.28 | < 0.001 | 1.00 (1.00-1.00) | 0.081 |
Correlations between depression, pain, and psychosocial values.
| Pseudo | AICc | Coefficient | Odds ratio (95% CI) |
| ||
|---|---|---|---|---|---|---|
| Rheumatoid arthritis | ( | |||||
| Pain score, median | 6 | 0.411 | 527.31 | 0.114 | 1.12 (1.08–1.16) | <0.001 |
| PSQI, mean ± SD | 8.09 ± 4.29 | 0.442 | 523.54 | 0.065 | 1.07 (1.05–1.09) | <0.001 |
| Relationship Assessment Scale, mean ± SD | 28.74 ± 9.54 | 0.989 | 328.73 | −0.041 | 0.96 (0.95–0.97) | <0.001 |
| Fatigue Severity Scale, mean ± SD | 4.19 ± 1.57 | 0.627 | 491.36 | 0.261 | 1.30 (1.22–1.38) | <0.001 |
| Lupus (SLE) | ( | |||||
| Pain score, median | 5 | 0.328 | 440.46 | 0.078 | 1.08 (1.05–1.11) | <0.001 |
| PSQI, mean ± SD | 8.99 ± 2.97 | 0.081 | 463.29 | 0.037 | 1.04 (1.01–1.07) | 0.012 |
| Relationship Assessment Scale, mean ± SD | 25.45 ± 4.19 | 0.818 | 370.67 | 0.014 | 1.01 (0.99–1.04) | 0.252 |
| Fatigue Severity Scale, mean ± SD | 4.26 ± 1.38 | 0.551 | 410.99 | 0.268 | 1.31 (1.22–1.41) | <0.001 |
| Depressive disorder | ( | |||||
| Pain score, median | 5.5 | 0.600 | 185.10 | 0.132 | 1.14 (1.09–1.20) | <0.001 |
| PSQI, mean ± SD | 8.48 ± 2.61 | 0.782 | 173.46 | 0.067 | 1.07 (1.02–1.12) | 0.008 |
| Relationship Assessment Scale, mean ± SD | 22.52 ± 7.21 | 0.983 | 129.17 | 0.012 | 1.01 (0.99–1.03) | 0.250 |
| Fatigue Severity Scale, mean ± SD | 3.83 ± 1.49 | 0.876 | 158.17 | 0.216 | 1.24 (1.13–1.36) | <0.001 |
| Healthy controls | ( | |||||
| Pain score, median | 0 | 0.331 | 112.07 | −17.810 | 0 (0–0) | 0.993 |
| PSQI, mean ± SD | 5.18 ± 2.36 | 0.136 | 117.70 | 0.079 | 1.08 (0.99–1.18) | 0.072 |
| Relationship Assessment Scale, mean ± SD | 28.06 ± 4.46 | 0.917 | 81.43 | −0.066 | 0.94 (0.89–0.98) | 0.009 |
| Fatigue Severity Scale, mean ± SD | 2.78 ± 1.05 | 0.311 | 112.71 | 0.291 | 1.39 (1.10–1.65) | 0.005 |
Multivariate Model for RA subject cohort.
| Variables | Coefficient | Odds ratio (95% CI) |
|
|---|---|---|---|
| Sex | 0.164 | 1.18 (0.81–1.75) | 0.401 |
| Age (years) | −0.001 | 1.00 (0.98–1.02) | 0.970 |
| Education (years) | −0.071 | 0.93 (0.82–1.05) | 0.273 |
| Marital status | −0.016 | 0.98 (0.82–1.16) | 0.854 |
| Physical activity | −0.808 | 0.45 (0.25–0.74) | 0.003 |
| Relationship Assessment Scale | −0.041 | 0.96 (0.94–0.98) | < 0.001 |
| Fatigue Severity Scale | 0.206 | 1.23 (1.10–1.37) | < 0.001 |
| Model fit summary | Pseudo |
| |
| 0.999 | 247.280 | ||