| Literature DB >> 27537204 |
Masako Kochi1,2, Kentaro Kohagura3, Yoshiki Shiohira4, Kunitoshi Iseki4,5, Yusuke Ohya2.
Abstract
OBJECTIVE: The relationship between chronic inflammation and the incidence of chronic kidney disease (CKD) remained not-clear in patients with rheumatoid arthritis (RA). This study aims to examine the relationship between persistently high C-reactive protein (CRP), a marker of inflammation, and the incidence of CKD in RA.Entities:
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Year: 2016 PMID: 27537204 PMCID: PMC4990299 DOI: 10.1371/journal.pone.0160225
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Flow chart of the study population.
This chart indicates the selection of the study population and the exclusion strategy.
Baseline clinical characteristics of patients.
| CRP category | |||||
|---|---|---|---|---|---|
| Characteristic | Total (n = 345) | Group1a (n = 101) | Group2b (n = 100) | Group3c (n = 144) | |
| 57.2 (12.8) | 53.0 (12.1) | 57.9 (13.7) | 58.9 | 0.009 | |
| 294 (85) | 90 (89) | 84 (84) | 120 (83) | 0.42 | |
| 0.59 (0.10) | 0.61 (0.09) | 0.60 (0.11) | 0.58 (0.11) | 0.10 | |
| 86.9 (16.8) | 84.6 (12.7) | 86.1 (18.9) | 89.2 (17.6) | 0.09 | |
| 4.7 (1.4,16.4) | 0.7 (0.4,1.6) | 3.7 | 16.3 | <0.0001 | |
| 3.8 (1.2,12.3) | 0.7 (0.4,1.3) | 3.0 | 13.1 | <0.0001 | |
| 3.5 (1.1,11.6) | 0.7 (0.4,1.3) | 2.4 | 12.2 | <0.0001 | |
| | 149 (43) | 32 (32) | 37 (37) | 80 (56) | 0.0003 |
| | 33 (10) | 6 (6) | 10 (10) | 17 (12) | 0.30 |
| | 100 (29) | 28 (27) | 25 (25) | 47 (33) | 0.41 |
| | 95 (28) | 22 (22) | 25 (25) | 48 (33) | 0.11 |
| | 37 (11) | 9 (9) | 9 (9) | 19 (13) | 0.46 |
| | 127 (17) | 123 (17) | 127 (18) | 130 (16) | 0.008 |
| | 76 (11) | 74 (11) | 75 (11) | 78 (11) | 0.03 |
| | 94 (18) | 91 (12) | 94 (21) | 96 (19) | 0.06 |
| | 195 (32) | 198 (30) | 194 (34) | 195 (31) | 0.70 |
| | 112 (28) | 112 (26) | 110 (33) | 114 (25) | 0.43 |
| | 61 (17) | 63 (14) | 61 (17) | 61 (18) | 0.59 |
| | 93 (71,123) | 93 (69,123) | 93 (72,123) | 94 (72,123) | 0.79 |
| | 23.3 (3.7) | 22.8 (3.2) | 22.9 (3.3) | 23.9 (4.2) | 0.04 |
| | 32 (9) | 7 (7) | 5 (5) | 20 (14) | 0.04 |
| | 26 (8) | 7 (7) | 9 (9) | 10 (7) | 0.81 |
| | 6 (3,11) | 5 (3,9) | 7 (2,11) | 6 (3,13) | 0.09 |
| | 284 (82) | 69 (68) | 85 (85) | 130 (90) | <0.0001 |
| 187 (54) | 40 (40) | 58 (58) | 89 (62) | 0.002 | |
| 233 (68) | 60 (59) | 68 (68) | 105 (73) | 0.08 | |
| | 177 (51) | 49 (49) | 54 (54) | 74 (51) | 0.74 |
| 31 (9) | 6 (6) | 8 (8) | 17 (12) | 0.26 | |
| 192 (56) | 33 (33) | 61 (61) | 98 (68) | <0.0001 | |
| 158 (46) | 31 (31) | 50 (50) | 77 (53) | 0.001 | |
Abbreviations: CRP, C-reactive protein; eGFR, estimated glomerular filtration rate;
RA, rheumatoid arthritis; MTX, methotrexate; DMARDs, disease modifying anti-rheumatic drugs; NSAIDs, nonsteroidal anti-inflammatory drugs.
Data are expressed as mean ±standard deviation, medians (25th, 75th), or number (%).
Group 1 a was defined as all three CRP values were ≤3.0 mg/L.
Group 2 b was defined as one or two CRP values were >3.0 mg/L.
Group 3 c was defined as all three CRP values were >3.0 mg/L.
d p < 0.05 vs group1.
e p < 0.05 vs group2.
Fig 2Cumulative incidence of CKD for each C-reactive protein (CRP) subgroup.
Observation was started from the third measurement of CRP. Short-dashed line, group 1 (no elevation of CRP values defined as all three CRP values ≤3.0 mg/L); long-dashed line, group 2 (transient high CRP values defined as one or two CRP values >3.0 mg/L); solid line, group 3 (persistently high CRP values defined as all three CRP values >3.0 mg/L). The differences between groups were compared using a log-rank test.
Univariate analyses of predictors for incidence of CKD.
| Variable | HR (95%CI) | p Value |
|---|---|---|
| 2.22 (1.70–2.94) | <0.0001 | |
| 2.41 (1.23–4.46) | 0.01 | |
| 0.80 (0.71–0.90) | 0.0001 | |
| | 1.00 (reference) | |
| | 2.04 (0.79–5.85) | 0.14 |
| | 3.50 (1.56–9.33) | 0.002 |
| 3.54 (1.91–6.95) | <0.0001 | |
| 3.43 (1.66–6.52) | 0.002 | |
| 1.16 (0.61–2.11) | 0.63 | |
| 1.94 (1.07–3.46) | 0.03 | |
| 1.83 (0.79–3.72) | 0.14 | |
| 1.02 (0.99–1.04) | 0.17 | |
| 0.99 (0.49–2.29) | 0.99 | |
| 0.44 (0.24–0.79) | 0.005 | |
| 1.09 (0.62–1.95) | 0.76 | |
| 1.88 (1.06–3.45) | 0.03 |
Abbreviations: CKD, chronic kidney disease; HR, hazard ratio; CI, confidence interval;
CRP, C-reactive protein; RA, rheumatoid arthritis; MTX, methotrexate; DMARDs, disease modifying anti-rheumatic drugs; NSAIDs, nonsteroidal anti-inflammatory drugs.
Group 1a was defined as all three CRP values were ≤3.0 mg/L.
Group 2b was defined as one or two CRP values were >3.0 mg/L.
Group 3c was defined as all three CRP values were >3.0 mg/L.
Multivariate adjusted Hazard ratios for incidence of CKD.
| Model 1 | Model 2 | Model 3 | Model 4 | |
|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | HR (95% CI) | HR (95% CI) | |
| 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| 1.56 (0.60–4.50) | 1.54 (0.59–4.47) | 1.76 (0.67–5.10) | 1.96 (0.70–6.06) | |
| 2.72 (1.20–7.28) | 2.96 (1.31–7.95) | 2.63 (1.14–7.16) | 3.00 (1.23–8.53) |
Abbreviations: CKD, chronic kidney disease; HR, hazard ratio; CI, confidence interval;
CRP, C-reactive protein.
Group 1a was defined as all three CRP values were ≤3.0 mg/L.
Group 2b was defined as one or two CRP values were >3.0 mg/L.
Group 3c was defined as all three CRP values were >3.0 mg/L.
Variables used for adjustment
Model 1; Age (every 10 years) and sex.
Model 2; Model 1 and baseline eGFR (+5ml/min per 1.73 m2).
Model 3; Model 2 and comorbidities (hypertension, diabetes, dyslipidemia, overweight and smoking).
Model 4; Model 3 and drugs (MTX, nephrotoxic DMARDs and NSAIDs).
Multivariate analyses of predictors for incidence of CKD.
| Variable | HR (95% CI) | p Value |
|---|---|---|
| 1.92 (1.39–2.65) | <0.0001 | |
| 2.13 (0.91–4.63) | 0.07 | |
| 0.94 (0.84–1.04) | 0.24 | |
| | 1.00 (reference) | |
| | 1.96 (0.70–6.06) | 0.20 |
| | 3.00 (1.23–8.53) | 0.01 |
| 2.14 (1.09–4.41) | 0.03 | |
| 1.63 (0.78–3.17) | 0.19 | |
| 0.95 (0.48–1.78) | 0.87 | |
| 1.10 (0.58–2.05) | 0.77 | |
| 1.14 (0.40–2.93) | 0.80 | |
| 0.34 (0.17–0.66) | 0.001 | |
| 0.65 (0.34–1.25) | 0.20 | |
| 2.12 (1.12–4.11) | 0.02 |
Abbreviations: CKD, chronic kidney disease; HR, hazard ratio; CI, confidence interval;
CRP, C-reactive protein; MTX, methotrexate; DMARDs, disease modifying anti-rheumatic drugs; NSAIDs, nonsteroidal anti-inflammatory drugs.
Group 1a was defined as all three CRP values were ≤3.0 mg/L.
Group 2b was defined as one or two CRP values were >3.0 mg/L.
Group 3c was defined as all three CRP values were >3.0 mg/L.
Fig 3Correlation between the median CRP values along the entire follow-up (log transformed) and the median CRP values during the first 6 months of follow-up (log transformed).
The median CRP values along the entire follow-up (log transformed) were positively correlated with the median CRP values during the first 6 months of follow-up (log transformed).
Fig 4Receiver operating characteristics (ROC) curve for the median CRP values along the entire follow-up in predicting CKD.
Sensitivity and specificity were 78.6% and 60.1% at 3.6 mg/L, the most adequate cut-off point of the median CRP values along the entire follow-up. The area under the curve was 0.707.
Multivariate adjusted hazard ratios for incidence of CKD according to the median CRP values along the entire follow-up.
| Model 1 | Model 2 | Model 3 | Model 4 | |
|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | HR (95% CI) | HR (95% CI) | |
| 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| 3.69 (1.85–7.99) | 3.82 (1.92–8.29) | 3.88 (1.93–8.50) | 3.82 (1.86–8.51) |
Abbreviations: CKD, chronic kidney disease; HR, hazard ratio; CI, confidence interval;
CRP, C-reactive protein.
Low CRP a was defined as median CRP values along the follow-up of ≤3.6 mg/L.
High CRP b was defined as median CRP values along the follow-up of > 3.6 mg/L.
Variables used for adjustment
Model 1; Age (every 10 years) and sex.
Model 2; Model 1 and baseline eGFR (+5ml/min per 1.73 m2).
Model 3; Model 2 and comorbidities (hypertension, diabetes, dyslipidemia, overweight, and smoking).
Model 4; Model 3 and drugs (MTX, nephrotoxic DMARDs and NSAIDs).