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. 2021 Dec 17;12:718838. doi: 10.3389/fimmu.2021.718838

Table 2.

Summary of findings including ARIMA models and cross-correlation results between IL-6 concentrations and SLE-specific and SLE-nonspecific symptoms.

Urinary IL-6 SAR(2), deterministic season, s=8, sqt
Urinary protein
(0,0,0), cube root
–lag1: r=–.322; p<.001 +lag3: r=+.225; p=.017
Oral ulceration
not modeled
± lag0: r=.186; p=.049 +lag4: r=–.170; n.s.
Facial rash
not modeled
–lag7: r=–.215; p=.023
Joint pain
AR(1), deterministic trend
Fatigue
deterministic trend
Tiredness
SMA(4), ln
Body temperature
deterministic season, s=2, ln
± lag0: r=–.193; p=.042 +lag7: r=.189; p=.046

+Lag means that IL-6 levels precede SLE symptom, –lag means that SLE symptom precedes IL-6 levels. Lag0 in this study can mean concurrency, positive lag (within 12 h) or negative lag (within 12 h).

IL-6, interleukin-6; AR, Autoregressive; SMA, Seasonal Moving Average; SAR, Seasonal Autoregressive; s, seasonality; n.s., not significant; sqt, square root; ln, natural logarithm.