|
Genes included in array trend analysis
|
Genes excluded from array trend analysis
|
Data Set
|
Correlation
|
p-value
|
n
|
Correlation
|
p-value
|
n
|
All Primers |
0.882 |
<0.0001 |
45 |
0.306 |
0.049 |
42 |
Up-regulated on array |
0.898 |
<0.0001 |
33 |
0.048 |
0.8278 |
23 |
down-regulated on array |
-0.140 |
0.6641 |
12 |
-0.243 |
0.3155 |
19 |
Fold Change ≥ ± 1.4 by array |
0.893 |
<0.0001 |
28 |
ND |
ND |
0 |
Fold Change < ± 1.4 by array |
0.586 |
0.0134 |
17 |
0.306 |
0.049 |
42 |
Fold Change ≥ ± 1.4 by qPCR |
0.893 |
<0.0001 |
25 |
0.562 |
0.0366 |
14 |
Fold Change < ± 1.4 by qPCR |
0.537 |
0.0147 |
20 |
-0.009 |
0.9629 |
28 |
Ct > median |
0.870 |
<0.00011 |
22 |
0.465 |
0.0339 |
21 |
Ct < median |
0.895 |
<0.0001 |
23 |
0.004 |
0.9866 |
21 |
Log(Intensity) > median |
0.843 |
<0.0001 |
22 |
-0.072 |
0.7557 |
21 |
Log(Intensity) < median |
0.934 |
<0.0001 |
23 |
0.443 |
0.0444 |
21 |
p-value ≤ 0.0001 |
0.910 |
<0.0001 |
26 |
0.872 |
0.0539 |
5 |
p-value > 0.0001 |
0.708 |
0.0007 |
19 |
0.180 |
0.2875 |
37 |
Up or down-regulated conserved |
80.00%* |
|
36 |
76.19% |
|
32 |
For verification of the mouse brain DA time course 14 genes included in the array trend set (≥1.7 fold change in at least one time point and a composite p-value ≤0.0001) determined to be of biological interest, given their known responses to DA or the degree of change exhibited by microarray, were selected for validation by qPCR. In addition, 13 genes of lesser confidence that were excluded from array trend analysis were verified by qPCR. Both data sets were normalized to tubulin, alpha 4. The effects of direction of regulation, degree of fold change, Ct value, spot intensity, and array p-value on correlation were examined. All correlations were calculated using Spearman’s Rho. *This value is the percentage of genes for which the direction of change was determined to be the same by both array and qPCR analyses. ND: no data (insufficient sample size, n≤2). |