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. 2020 Feb 8;21(3):1142. doi: 10.3390/ijms21031142

Table A2.

Confusion matrix for logistic regression of PBMC and lymphoblast ME/CFS biomarkers using a randomly selected training and test subcohorts.

Subcohort Clinical Group Actual Count Test Class % Error Statistics
ME/CFS Control
PBMC cell death after 48 h in culture
Training ME/CFS 46 41 5 10.9 χ2 17.0
Control 25 10 15 40.0 p 3.8 × 10−5
TOTAL 71 51 20 21.2 Fisher p = 2.1 × 10−5
Test ME/CFS 11 11 0 0 χ2 6.39
Control 8 3 5 37.5 p 0.012
TOTAL 19 14 5 15.8 Fisher p = 4.8 × 10−3
Lymphoblast Seahorse respirometry
Training ME/CFS 37 34 3 8.1 χ2 16.6
Control 17 6 11 35.3 p 4.6 × 10−5
TOTAL 54 40 14 16.6 Fisher p = 3.1 × 10−5
Test ME/CFS 12 10 2 16.7 χ2 4.22
Control 3 0 3 0.0 p 0.04
TOTAL 15 10 5 13.3 Fisher p = 0.022
Lymphoblast TORC1 activity
Training ME/CFS 34 30 4 11.8 χ2 10.65
Control 19 8 11 42.1 P 1.1 × 10−3
TOTAL 53 38 15 22.6 Fisher p = 9.1 × 10−4
Test ME/CFS 10 9 1 10.0 χ2 1.59
Control 3 1 2 33.3 p 0.21
TOTAL 13 10 3 15.3 Fisher p = 0.11
Combined tests
Training ME/CFS 22 21 1 4.5 χ2 20.9
Control 11 1 10 9.1 p 4.9 × 10−6
TOTAL 33 22 11 6.1 Fisher p = 1.3 × 10−6
Test ME/CFS 7 6 1 14.3 χ2 3.35
Control 3 0 3 0.0 p 0.067
TOTAL 10 6 4 10.0 Fisher p = 0.033