Disease Activity Is More Associated with IL-1 Than with IL-6 in Patients with Rheumatoid Arthritis
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Participants
2.2. Data Collection, Laboratory Assessments, and Carotid Ultrasound Assessment
2.3. Statistical Analysis
3. Results
3.1. Demographics and Disease-Related Data
3.2. Relationship between Demographics and disease data and IL-6 and IL-1ra
3.3. Correlation of IL-6 and IL-1ra with Each Other and with Disease Activity Parameters
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
References
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Rheumatoid Arthritis | |
---|---|
(n = 407) | |
Age, years | 56 ± 10 |
Female, n (%) | 329 (81) |
BMI, kg/m2 | 28 ± 5 |
Waist circumference, cm | 97 ± 13 |
Cardiovascular data | |
CV risk factors, n (%) | |
Current smoker | 88 (22) |
Obesity | 130 (32) |
Hypertension | 140 (34) |
Diabetes Mellitus | 53 (13) |
Dyslipidemia | 190 (47) |
Statins, n (%) | 129 (32) |
Disease-related data | |
Disease duration, years | 8 (4–15) |
hsCRP at time of study, mg/L | 2.9 (1.4–6.3) |
ESR at time of study, mm/1st hour | 18 (8–34) |
IL-6, pg/mL | 4.8 (3.1–7.5) |
IL-1ra, pg/mL | 472 (248–586) |
Rheumatoid factor, n (%) | 286 (72) |
ACPA, n (%) | 238 (65) |
DAS28-ESR | 3.2 ± 1.4 |
DAS28-CRP | 2.7 ± 1.1 |
SDAI | 13 (7–20) |
CDAI | 8 (4–14) |
History of extraarticular manifestations, n (%) | 32 (9) |
Erosions, n (%) | 151 (41) |
Current drugs, n (%) | |
Prednisone | 147 (36) |
Prednisone doses, mg/day | 5 (3–5) |
NSAIDs | 179 (44) |
DMARDs | 362 (89) |
Methotrexate | 306 (75) |
Leflunomide | 91 (22) |
Hydroxychloroquine | 44 (11) |
Salazopyrin | 27 (7) |
Anti-TNF therapy | 83 (20) |
Rituximab | 7 (2) |
Abatacept | 12 (3) |
JAK inhibitors | 20 (5) |
Data represent percentages, mean ± SD, or median (IQR) when data were not normally distributed. | |
hsCRP: high-sensitivity C-reactive protein; ACPA: anti-citrullinated protein antibodies; CV: cardiovascular. General population values of IL-6 and IL-1ra have been described as, respectively, 5.186 pg/mL (95%CI 4.631, 5.740) and 248 (95%CI: 244, 252) pg/mL. | |
NSAID: nonsteroidal anti-inflammatory drugs; DMARD: disease-modifying antirheumatic drug. | |
TNF: tumor necrosis factor; ESR: erythrocyte sedimentation rate. | |
BMI: body-mass index; DAS28: Disease Activity Score in 28 joints. | |
CDAI: Clinical Disease Activity Index; SDAI: Simple Disease Activity Index. | |
IL-6: interleukin-6; IL-1ra: interleukin-1 receptor antagonist. |
log IL-6, pg/mL | IL-1ra, pg/mL | |||
---|---|---|---|---|
beta coefficient (95% CI), p | ||||
Age, years | 0.006 (−0.003–0.2) | 0.18 | −3 (−7–1) | 0.16 |
Female | −0.1 (−0.3–0.1) | 0.39 | −7 (−117–104) | 0.90 |
BMI, kg/m2 | 0.004 (−0.01–0.02) | 0.61 | 18 (10–26) | <0.001 |
Waist circumference, cm | 0.004 (−0.003–0.01) | 0.31 | 6 (3–10) | <0.001 |
Cardiovascular data | ||||
CV risk factors | ||||
Current smoker | 0.2 (−0.02–0.4) | 0.080 | −45 (−144–54) | 0.37 |
Obesity | 0.09 (−0.09–0.3) | 0.31 | 145 (57–234) | 0.001 |
Hypertension | 0.1 (−0.04–0.3) | 0.13 | −2 (−88–84) | 0.96 |
Diabetes Mellitus | −0.1 (−0.4–0.2) | 0.45 | 108 (−14–229) | 0.082 |
Dyslipidemia | 0.2 (0.01–0.4) | 0.035 | −29 (−112–54) | 0.49 |
Statins | −0.07 (−0.3–0.1) | 0.46 | 24 (−65–113) | 0.60 |
Disease-related data | ||||
Disease duration, years | 0.005 (−0.004–0.01) | 0.29 | −5 (−9–−0.7) | 0.024 |
log hsCRP, mg/L | 0.2 (0.08–0.2) | <0.001 | 44 (8–80) | 0.015 |
ESR, mm/1st hour | 0.008 (0.004–0.01) | <0.001 | 3 (0.7–5) | 0.010 |
Rheumatoid factor | −0.09 (−0.3–0.1) | 0.41 | −86 (−182–10) | 0.079 |
ACPA | 0.01 (−0.2–0.2) | 0.90 | −60 (−160–40) | 0.24 |
DAS28-ESR | 0.05 (−0.01–0.1) | 0.13 | 61 (30–92) | <0.001 |
Remission | ref. | - | ref. | - |
Low activity | −0.05 (−0.3–0.2) | 0.66 | 14 (−101–129) | 0.81 |
Moderate and high activity | 0.2 (0.009–0.4) | 0.041 | 152 (61–244) | 0.001 |
DAS28-CRP | 0.09 (0.01–0.2) | 0.023 | 67 (30–104) | <0.001 |
Remission | ref. | - | ref. | - |
Low activity | 0.2 (−0.07–0.4) | 0.17 | 35 (−81–151) | 0.56 |
Moderate and high activity | 0.3 (0.07–0.5) | 0.008 | 35 (−81–152) | 0.001 |
SDAI | 0.003 (−0.002–0.008) | 0.19 | 3 (0.2–5) | 0.036 |
CDAI | 0.007 (−0.004–0.02) | 0.20 | 7 (2–12) | 0.005 |
History of extraarticular manifestations | 0.4 (0.1–0.7) | 0.007 | −10 (−169–148) | 0.90 |
Erosions | 0.03 (−0.2–0.2) | 0.78 | −53 (−142–36) | 0.24 |
Current drugs | ||||
Prednisone | 0.08 (−0.1–0.3) | 0.37 | −32 (−118–55) | 0.47 |
Prednisone doses, mg/day | 0.01 (−0.03–0.05) | 0.53 | −12 (−29–5) | 0.16 |
NSAIDs | 0.03 (−0.1–0.2) | 0.71 | −19 (−103–64) | 0.65 |
DMARDs | −0.001 (−0.3–0.3) | 0.99 | −154 (−298–−11) | 0.035 |
Methotrexate | 0.04 (−0.2–0.2) | 0.69 | −56 (−155–43) | 0.27 |
Leflunomide | 0.1 (−0.07–0.3) | 0.20 | −35 (−131–62) | 0.48 |
Hydroxychloroquine | 0.07 (−0.2–0.3) | 0.57 | −137 (−261–−12) | 0.032 |
Salazopyrin | 0.3 (0.02–0.6) | 0.036 | −101 (−255–52) | 0.19 |
Anti-TNF therapy | 0.09 (−0.1–0.3) | 0.42 | −7 (−111–96) | 0.89 |
Rituximab | −0.6 (−1.6–0.5) | 0.27 | −85 (−463–294) | 0.66 |
Abatacept | 0.4 (−0.1–0.8) | 0.12 | −19 (−261–223) | 0.88 |
JAK inhibitors | −0.2 (−0.6–0.1) | 0.20 | −116 (−298–66) | 0.21 |
Log IL-6 and IL-1ra are the dependent variables in this analysis. Significant p-values are depicted in bold. | ||||
CV: cardiovascular; hsCRP: high-sensitivity C-reactive protein; ESR: erythrocyte sedimentation rate; ACPA: anti-citrullinated protein antibodies. PCR is natural-log-transformed. JAK: Janus kinase. | ||||
NSAID: nonsteroidal anti-inflammatory drugs; DMARD: disease-modifying antirheumatic drug. | ||||
TNF: tumor necrosis factor; BMI: body-mass index; DAS28: Disease Activity Score in 28 joints. | ||||
CDAI: Clinical Disease Activity Index; SDAI: Simple Disease Activity Index. |
log IL-6, pg/mL | IL-1ra, pg/mL | |||
---|---|---|---|---|
r | p | r | p | |
Correlation | ||||
log hsCRP, mg/L | 0.242 | <0.001 | 0.134 | 0.015 |
ESR, mm/1st hour | 0.243 | <0.002 | 0.155 | 0.010 |
DAS28-ESR | 0.091 | 0.133 | 0.213 | <0.001 |
DAS28-CRP | 0.136 | 0.024 | 0.195 | <0.001 |
SDAI | 0.078 | 0.19 | 0.117 | 0.036 |
CDAI | 0.077 | 0.20 | 0.157 | 0.005 |
Partial correlations | ||||
Controlled by IL-1ra | Controlled by IL-6 | |||
log hsCRP, mg/L | 0.236 | <0.001 | 0.112 | 0.071 |
ESR, mm/1st hour | 0.242 | <0.001 | 0.127 | 0.068 |
DAS28-ESR | 0.076 | 0.22 | 0.210 | <0.001 |
DAS28-CRP | 0.130 | 0.037 | 0.204 | 0.001 |
SDAI | 0.070 | 0.264 | 0.116 | 0.061 |
CDAI | 0.070 | 0.261 | 0.168 | 0.007 |
Controlled by IL-1ra +hsCRP and ESR | Controlled by IL-6 +hsCRP and ESR | |||
DAS28-ESR | 0.062 | 0.38 | 0.194 | 0.006 |
DAS28-CRP | 0.170 | 0.016 | 0.233 | <0.001 |
SDAI | 0.075 | 0.29 | 0.190 | 0.007 |
CDAI | 0.077 | 0.28 | 0.210 | 0.003 |
Controlled by IL-1ra +hsCRP and ESR +age, sex, and ACPA and RF | Controlled by IL-6 +hsCRP and ESR +age, sex, and ACPA and RF | |||
DAS28-ESR | 0.098 | 0.16 | 0.172 | 0.006 |
DAS28-CRP | 0.182 | 0.009 | 0.203 | 0.001 |
SDAI | 0.098 | 0.16 | 0.169 | 0.007 |
CDAI | 0.098 | 0.16 | 0.182 | 0.004 |
hsCRP: high-sensitivity C-reactive protein; ESR: erythrocyte sedimentation rate; IL: interleukin. | ||||
ACPA: anti-citrullinated protein antibodies; RF: rheumatoid factor. PCR is natural-log-transformed. | ||||
CDAI: Clinical Disease Activity Index; SDAI: Simple Disease Activity Index. | ||||
DAS: Disease activity score. Significant values are depicted in bold. r refers to Pearson’s coefficient. Correlations between disease activity indices and ILs are controlled/adjusted by the mentioned variables. Significant p-values are depicted in bold. |
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Almeida-Santiago, C.; Quevedo-Abeledo, J.C.; Hernández-Hernández, M.V.; de Vera-González, A.; González-Delgado, A.; González-Gay, M.Á.; Ferraz-Amaro, I. Disease Activity Is More Associated with IL-1 Than with IL-6 in Patients with Rheumatoid Arthritis. Life 2023, 13, 82. https://doi.org/10.3390/life13010082
Almeida-Santiago C, Quevedo-Abeledo JC, Hernández-Hernández MV, de Vera-González A, González-Delgado A, González-Gay MÁ, Ferraz-Amaro I. Disease Activity Is More Associated with IL-1 Than with IL-6 in Patients with Rheumatoid Arthritis. Life. 2023; 13(1):82. https://doi.org/10.3390/life13010082
Chicago/Turabian StyleAlmeida-Santiago, Cristina, Juan Carlos Quevedo-Abeledo, María Vanesa Hernández-Hernández, Antonia de Vera-González, Alejandra González-Delgado, Miguel Ángel González-Gay, and Iván Ferraz-Amaro. 2023. "Disease Activity Is More Associated with IL-1 Than with IL-6 in Patients with Rheumatoid Arthritis" Life 13, no. 1: 82. https://doi.org/10.3390/life13010082
APA StyleAlmeida-Santiago, C., Quevedo-Abeledo, J. C., Hernández-Hernández, M. V., de Vera-González, A., González-Delgado, A., González-Gay, M. Á., & Ferraz-Amaro, I. (2023). Disease Activity Is More Associated with IL-1 Than with IL-6 in Patients with Rheumatoid Arthritis. Life, 13(1), 82. https://doi.org/10.3390/life13010082