Table 3.
Association of biomarkers with active antineutrophil cytoplasmic antibody–associated vasculitis
Marker 1 | Mixed models 2 | Mixed models, with treatment covariates | Cox, marker concentration | Cox, change in concentration | Conditional logistic regression | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
β | P | β | P | P (GC) | P (B) | HR | P | HR | P | OR | P | |
ACE | −0.09 | 0.19 | −0.07 | 0.36 | 0.5 | 0.02 | 0.87 | 0.44 | 0.95 | 0.75 | 0.71 | 0.28 |
CXCL13/BCA‐1 | 0.35 | 0.0006 | 0.18 | 0.10 | 0.0001 | 0.12 | 1.33 | 0.01 | 1.38 | 0.14 | 1.96 | 0.01 |
CRP | 0.64 | <0.0001 | 0.63 | 0.0002 | 0.47 | 0.21 | 1.10 | 0.37 | 1.12 | 0.48 | 1.90 | 0.0005 |
ESR | 0.46 | <0.0001 | 0.46 | <0.0001 | 0.41 | 0.10 | 1.66 | 0.003 | 1.28 | 0.29 | 3.01 | 0.0006 |
G‐CSF | 0.20 | 0.13 | 0.12 | 0.42 | 0.06 | 0.31 | 1.15 | 0.11 | 1.23 | 0.16 | 1.45 | 0.13 |
GM‐CSF | 0.14 | 0.28 | 0.11 | 0.46 | 0.44 | 0.95 | 1.81 | 0.06 | 0.86 | 0.69 | 1.19 | 0.35 |
IFNγ | 0.02 | 0.79 | −0.15 | 0.11 | 0.01 | 0.001 | 3.66 | 0.06 | 3.58 | 0.18 | 1.11 | 0.76 |
IL‐6 | 0.80 | <0.0001 | 0.57 | 0.001 | 0.65 | 0.0005 | 2.13 | 0.02 | 1.28 | 0.35 | 2.03 | 0.0001 |
IL‐8 | 0.46 | 0.008 | 0.37 | 0.06 | 0.34 | 0.68 | 1.21 | 0.09 | 1.44 | 0.009 | 1.38 | 0.02 |
IL‐15 | 0.24 | 0.02 | 0.18 | 0.11 | 0.13 | 0.01 | 1.09 | 0.29 | 1.85 | 0.0006 | 1.73 | 0.04 |
IL‐18 | 0.001 | 0.99 | 0.07 | 0.61 | 0.32 | 0.02 | 1.16 | 0.17 | 1.57 | 0.04 | 0.94 | 0.83 |
IL‐18BP | 0.33 | 0.0007 | 0.16 | 0.11 | 0.15 | 0.84 | 1.06 | 0.49 | 1.57 | 0.007 | 2.11 | 0.01 |
CXCL10/IP‐10 | 0.11 | 0.17 | 0.14 | 0.14 | 0.15 | 0.99 | 1.11 | 0.44 | 1.70 | 0.02 | 1.47 | 0.21 |
MMP‐3 | 0.33 | 0.005 | 0.13 | 0.28 | <0.0001 | 1.0 | 1.26 | 0.10 | 1.34 | 0.05 | 1.71 | 0.02 |
NGAL | 0.19 | 0.05 | 0.20 | 0.06 | 0.09 | 0.96 | 1.17 | 0.42 | 1.29 | 0.21 | 1.98 | 0.03 |
Osteopontin | 0.08 | 0.39 | 0.18 | 0.08 | 0.03 | 0.12 | 1.24 | 0.23 | 1.49 | 0.07 | 1.35 | 0.32 |
PAI‐1 | 0.14 | 0.10 | 0.13 | 0.19 | 0.69 | 0.89 | 1.29 | 0.09 | 1.08 | 0.71 | 1.52 | 0.20 |
PDGF‐AB | 0.08 | 0.41 | 0.06 | 0.56 | 0.38 | 0.57 | 1.09 | 0.53 | 1.10 | 0.65 | 1.32 | 0.40 |
CCL5/RANTES | 0.02 | 0.77 | 0.08 | 0.34 | 0.76 | 0.30 | 1.19 | 0.33 | 1.23 | 0.36 | 1.14 | 0.74 |
sICAM‐1 | 0.02 | 0.73 | 0.08 | 0.33 | 0.99 | 0.03 | 1.08 | 0.68 | 1.27 | 0.15 | 1.07 | 0.84 |
sIL‐2Rα | 0.45 | 0.001 | 0.28 | 0.08 | 0.99 | 0.03 | 0.75 | 0.35 | 1.34 | 0.40 | 1.55 | 0.03 |
sIL6R | 0.05 | 0.49 | 0.06 | 0.41 | 0.65 | 0.60 | 0.94 | 0.73 | 1.27 | 0.13 | 1.35 | 0.57 |
sTNFR2 | 0.04 | 0.39 | 0.10 | 0.07 | 0.04 | 0.16 | 0.96 | 0.78 | 2.38 | 0.005 | 1.88 | 0.33 |
TIMP‐1 | 0.06 | 0.36 | 0.07 | 0.32 | 0.18 | 0.36 | 1.35 | 0.13 | 1.30 | 0.19 | 1.50 | 0.48 |
All marker values were ln‐transformed for mixed models, conditional logistic regression, and most Cox models. Four markers (GM‐CSF, IFNγ, IL‐6, and sIL‐2Rα) were treated as dichotomous variables in the Cox model (see “Patients and Methods”).
In mixed models using ln‐transformed variables, the fold‐difference associated with active disease is 2.72 × β‐coefficient.
In mixed models, marker concentration is the dependent variable, and disease activity (active or remission), treatment with prednisone (yes/no), and B cell status (depleted, re‐detected, or reconstituted) are the independent variables. In Cox models and conditional logistic regression, disease activity (active or remission) is the dependent variable, and marker concentrations are the independent variables.
Abbreviations: Cox, Cox proportional hazards regression; CRP, C‐reactive protein; GC, glucocorticoid use at the time of sample collection (yes/no); B, B cells (depleted, detectable, or reconstituted), only in the rituximab‐treated group; HR, hazard ratio; MMP‐3, matrix metalloproteinase‐3; OR, odds ratio; TIMP‐1, tissue inhibitor of metalloproteinases‐1.