Table 2.
Microglial enriched genes that are positively correlated with MDI in pure developing microglia are also positively correlated with MDI in heterogeneous tissue from multiple gene expression studies where microglia contribute only a fraction of total mRNA.
Barres Brain RNA-seq | Fold-change P60/E18 (microglia RNAseq) | Correlation: (Pearson R) with MDI | ||||||
---|---|---|---|---|---|---|---|---|
Gene Symbol | Enrichment in Microglia vs. other CNS cells (Barres Brain RNAseq database) | In pure microglia | BRAIN DEVELOP GSE25219 n=1340 | BRAIN SPAN n=524 | ALZHEIMER S GSE5281 n=161 | AUTISM GSE28521 n=51 | Avg. R across datasets | |
csf1r | 136.58 | 1.26 | 0.89*** | 0.41*** | 0.26*** | 0.32*** | 0.29* | 0.36 |
slc2a5 | 135.14 | 1.97 | 0.90*** | 0.58*** | 0.38*** | 0.13 | 0.43** | 0.32 |
itgb2 | 114.17 | 1.4 | 0.91*** | 0.42*** | 0.17*** | −0.03 | 0.21 | 0.22 |
cx3cr1 | 74.98 | 1.47 | 0.88*** | 0.26*** | −0.01 | −0.1 | −0.16 | −0.02 |
inpp5d | 72.97 | 1.47 | 0.90*** | 0.67*** | 0.52*** | 0.47*** | 0.50*** | 0.52 |
capn3 | 69.46 | 2.09 | 0.92*** | 0.78*** | 0.60*** | 0.17* | 0.56*** | 0.46 |
hexb | 67.74 | 1.27 | 0.93*** | 0.63*** | −0.15*** | −0.32*** | −0.51*** | −0.32 |
mlxipl | 51.74 | 2.17 | 0.85*** | 0.70*** | 0.41*** | −0.24** | 0.40** | 0.08 |
ly86 | 49.28 | 1.22 | 0.89*** | 0.30*** | 0.22*** | −0.02 | 0.07 | 0.21 |
itgb5 | 47.48 | 1.3 | 0.88*** | 0.60*** | 0.52*** | 0.60*** | 0.67*** | 0.57 |
rgs10 | 45.87 | 1.4 | 0.84*** | 0.02 | 0.27*** | 0.11 | −0.07 | 0.22 |
rab3il1 | 44.83 | 1.48 | 0.89*** | −0.10*** | 0.04 | 0.24** | 0.73*** | 0.3 |
cd84 | 36.76 | 1.38 | 0.90*** | 0.53*** | 0.25*** | 0.31*** | 0.31* | 0.36 |
sla | 35.76 | 1.59 | 0.94*** | −0.65*** | −0.59*** | 0.31*** | 0.40** | 0.13 |
lair1 | 33.22 | 1.57 | 0.93*** | 0.49*** | 0.45*** | 0.06 | 0.37* | 0.34 |
mafb | 31.36 | 1.77 | 0.92*** | −0.34*** | −0.32*** | 0.26** | −0.58*** | −0.18 |
ier5 | 30.18 | 1.38 | 0.93*** | −0.38*** | −0.45*** | 0.03 | −0.57*** | −0.29 |
hk2 | 29.44 | 1.85 | 0.94*** | −0.36*** | −0.30*** | 0.12 | 0.63*** | 0.25 |
ptk2b | 24.97 | 1.6 | 0.85*** | 0.63*** | 0.31*** | −0.63*** | 0.11 | −0.17 |
zfp36 | 23.13 | 1.42 | 0.93*** | 0.42*** | 0.22*** | 0.43*** | 0.50*** | 0.4 |
Table shows the Pearson R values for the correlation with MDI of the top 20 microglial enriched genes that were most correlated with MDI in pure microglia. Looking at 4 datasets from heterogeneous tissue 58 out of 80 (4 datasets × 20 genes) gene measurements from heterogeneous tissue were positively correlated (red) with MDI (72.5%) compared to 5,254/12,500 (42%) for the remaining genes (Chi-square = 29.01, p<0.0001). Significant correlations are indicated with asterisks
p<0.05,
p<0.01,
p<0.005.