Table 1.
Validation results of analysis by flow cytometry.
Validation part | Parameter | Acceptance | Result | Passed | |
---|---|---|---|---|---|
Reproducibility | Coefficient of variation | ≤5% | 0.3 | 2.0% | X yes □ no |
0.5 | 2.5% | ||||
0.7 | 0.8% | ||||
Intermediate precision | Deviation of mean | ≤10% | 0.3 | 8.7% | X yes □ no |
0.5 | 4.9% | ||||
0.7 | 7.1% | ||||
Coefficient of variation | ≤8% | 0.3 | 5.6% | X yes □ no | |
0.5 | 3.8% | ||||
0.7 | 4.0% | ||||
Linearity | Correlation | ≥0.9 | 1,000 | X yes □ no | |
Linear regression | n.a. | y = 0.973x + 0.002 | X yes □ no | ||
Range | Cell fraction | 0.04–1 | 0.04–1 | X yes □ no | |
Accuracy | Deviation from actual value | 0.3 ± 0.03 | 0.3 | 0.022 | X yes □ no |
0.5 ± 0.05 | 0.5 | 0.019 | |||
0.7 ± 0.07 | 0.7 | 0.014 | |||
Recovery | 100 ± 10% | 0.3 | 92.8% | X yes □ no | |
0.5 | 96.1% | ||||
0.7 | 98.1% | ||||
Limit of detection | Quantification limit (QL) (10,000 cells) | ≤0.04 | 0.016 | X yes □ no | |
Limit of detection CD8 | QL (300,000 cells) | ≤0.001 | 0.001 | X yes □ no | |
Specificity | Fluorescence in channel 1 or 2 | Meets specificity | Meets specificity for all antibodies tested | X yes □ no | |
Efficiency of antibodies | Fraction of positive cells | Within range of development | All antibodies within range | X yes □ no |
Positive cells and negative cells were mixed at the indicated fractions 0.3, 0.5, and 0.7 to represent 30, 50, and 70% of the final cell mixture. For reproducibility, triplicate analysis of three different fractions of positive cells was statistically analyzed by coefficient of variation. The analysis of a different person on a different day was used to determine the intermediate precision. To determine linearity, 10 different fractions of positive cells were analyzed by correlation factor and linear regression. These results were compared with the theoretical real fraction contents to determine accuracy. The limits of detection were determined by analyzing six negative cell fractions and calculated with the formula: 10s/a (s indicating SD and a indicating slope of regression). Antibody specificity and efficiency were determined by using positive and negative cell fractions, respectively.