Table 2.
Metric1 | Measured Population | Reference State | Biology Investigated | Total Nodes | Nodes where measurements of BMMC and PBMC are | ||
---|---|---|---|---|---|---|---|
Equivalent3 | Lin Equivalent4 | Other5 | |||||
ERF2 | Calibrated Instrument Fluorescence Intensities | None | 41 | 15 (37%) | 23 (56%) | 3 (7%) | |
Basal = log2(ERFu/ERFa) | Unmodulated | Autofluorescence | Basal Pathway Activity | 16 | 15 (94%) | 1 (6%) | 0 |
log2 Fold = log2(ERFm/ERFu) | Modulated | Unmodulated | Induced Pathway Activity | 22 | 18 (82%) | 3 (14%) | 1 (5%) |
Total Phospho = log2(ERFm/ERFa) | Modulated | Autofluorescence | Total Pathway Activity | 22 | 21 (95%) | 1 (5%) | 0 |
Ua | Modulated | Autofluorescence | Basal Pathway Activity | 38 | 22 (58%) | 15 (39%) | 1 (3%) |
Uu | Modulated | Unmodulated | Induced Pathway Activity | 22 | 19 (86%) | 3 (14%) | 0 |
Total Node-Metrics | 161 | 110 (68%) | 46 (29%) | 5 (3%) |
The subscripts represent the following: a=auto fluorescence, m=modulated, u=unmodulated.
Equivalent Number of Reference Fluorophores
The variance does not depend on the size of the observations; either the difference between BMMC and PBMC was not statistically significant at the 5% level, or BMMC is a simple linear transformation of PBMC with R2 >= 80%.
For nodes that did not satisfy the requirements of the Bland-Altman method, Lin’s condordance correlation coefficient was applied to partition variation into precision (Pearson correlation) and accuracy(Cb). BM and PB were judged “Lin equivalent” if Pearson’s correlation >= 0.6 and Lin’s accuracy measure was >= 0.80 and the concordance correlation was at least 0.60.
Test for independence indicates standard deviation depends on the size of the observation and Lin’s concordance correlation coefficient was less than 0.60. Additional analysis is needed to verify the equivalence of BM and PB.