Table 1.
Statistical modelling results. Shown are results of likelihood ratio tests for both the main models and models comparing caffeine experiments, along with associated sample counts (n1, n2), P-values and the results of pairwise comparisons. Effects of LPS were tested by comparing models with and without the group-by-epoch interaction (or group itself for cytokine data) using likelihood ratio tests. Caffeine experiments were fit in separate models together with equivalent saline controls; since there are only two factor levels no pairwise comparisons are needed. Post hoc comparisons used the Kenward-Roger method and P-values for pairwise comparisons were adjusted for multiple comparisons by estimating a multivariate t-distribution using the emmeans package for R.36 IL-6, interleukin 6; LPS, lipopolysaccharide; MCP-1, monocyte chemoattractant protein-1; Movt, movement; PXM, piroxicam; SWA, slow wave activity; VEH, vehicle; wPLI, weighted phase lag index.
Measure | Likelihood ratio test/pairwise comparison | n1, n2 | P-value | Measure | Likelihood ratio test/pairwise comparison | n1, n2 | P-value | ||
---|---|---|---|---|---|---|---|---|---|
A | IL-6 | χ2(4)=29.0 | <0.0001 | B | MCP-1 | χ2(4)=29.1 | <0.0001 | ||
VEH vs low LPS | 5, 18 | 0.68 | VEH vs low LPS | 5, 18 | 0.87 | ||||
VEH vs high LPS | 5, 8 | 0.0004 | VEH vs high LPS | 5, 8 | 0.0003 | ||||
Low LPS vs high LPS | 18, 8 | 0.0002 | Low LPS vs high LPS | 18, 8 | <0.0001 | ||||
VEH vs PXM+low LPS | 5, 12 | 0.23 | VEH vs PXM+low LPS | 5, 12 | 0.12 | ||||
Low LPS vs PXM+low LPS | 18, 12 | 0.69 | Low LPS vs PXM+low LPS | 18, 12 | 0.17 | ||||
Low LPS vs aged low LPS | 18, 13 | 0peak.0033 | Low LPS vs aged low LPS | 18, 13 | 0.014 | ||||
C | SWA | χ2(4)=87.8 | <0.0001 | D | gamma | χ2(4)=78.6 | <0.0001 | ||
VEH vs low LPS | 7, 17 | <0.0001 | VEH vs low LPS | 7, 17 | <0.0001 | ||||
VEH vs high LPS | 7, 8 | <0.0001 | VEH vs high LPS | 7, 8 | <0.0001 | ||||
Low LPS vs high LPS | 17, 8 | 0.041 | Low LPS vs high LPS | 17, 8 | 0.043 | ||||
VEH vs PXM+low LPS | 7, 8 | 0.72 | VEH vs PXM+low LPS | 7, 8 | 0.5 | ||||
Low LPS vs PXM+low LPS | 17, 8 | <0.0001 | Low LPS vs PXM+low LPS | 17, 8 | <0.0001 | ||||
Low LPS vs aged low LPS | 17, 14 | 0.025 | Low LPS vs aged low LPS | 17, 14 | 0.36 | ||||
Caffeine | χ2(1)=36.6 | 8, 10 | <0.001 | Caffeine | χ2(1)=61.5 | 8, 10 | <0.0001 | ||
E | wPLI | χ2(4)=26.2 | <0.0001 | F | Movt | χ2(4)=18.8 | 0.00085 | ||
VEH vs low LPS | 7, 17 | 0.011 | VEH vs low LPS | 7, 17 | 0.014 | ||||
VEH vs high LPS | 7, 8 | 0.002 | VEH vs high LPS | 7, 8 | 0.0005 | ||||
Low LPS vs high LPS | 17, 8 | 0.61 | Low LPS vs high LPS | 17, 8 | 0.25 | ||||
VEH vs PXM+low LPS | 7, 8 | 0.063 | VEH vs PXM+low LPS | 7, 8 | 0.23 | ||||
Low LPS vs PXM+low LPS | 17, 8 | 1 | Low LPS vs PXM+low LPS | 17, 8 | 0.83 | ||||
Low LPS vs aged low LPS | 17, 12 | 0.031 | Low LPS vs aged low LPS | 17, 14 | 0.99 | ||||
Caffeine | χ2(1)=18.2 | 8, 10 | 0.0002 | Caffeine | χ2(1)=18.8 | 8, 10 | <0.0001 | ||
G | SWAMovt-matched | χ2(4)=21.5 | 0.00025 | H | SWAQuiescent | χ2(4)=19.7 | 0.00057 | ||
VEH vs low LPS | 7, 16 | 0.0086 | VEH vs low LPS | 6, 16 | 0.67 | ||||
VEH vs high LPS | 7, 5 | 0.0057 | VEH vs high LPS | 6, 5 | 0.32 | ||||
Low LPS vs high LPS | 16, 5 | 0.77 | Low LPS vs high LPS | 16, 5 | 0.82 | ||||
VEH vs PXM+low LPS | 7, 7 | 1 | VEH vs PXM+low LPS | 6, 7 | 1 | ||||
Low LPS vs PXM+low LPS | 16, 7 | 0.013 | Low LPS vs PXM+low LPS | 16, 7 | 0.83 | ||||
Low LPS vs aged low LPS | 16, 13 | 0.99 | Low LPS vs aged low LPS | 16, 13 | 0.0086 | ||||
Caffeine | χ2(1)=3.98 | 8, 8 | 0.046 | Caffeine | χ2(1)=2.61 | 8, 8 | 0.11 | ||
I | wPLIMovt-matched | χ2(4)=6.39 | 0.17 | J | wPLIQuiescent | χ2(4)=4.77 | 0.31 | ||
Caffeine | χ2(1)=7.0 | 8, 6 | 0.0082 | Caffeine | χ2(1)=1.49 | 8, 8 | 0.22 |