# | tissue | modality | RNA phenotype | h2 | h2 se | h2 P | eQTL R2 | BLUP R2 | ENET R2 | LASSO R2 | eQTL P | BLUP P | ENET P | LASSO P |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Adipose | alternative TSS | ENSRNOT00000077170 | 0.0443 | 0.0303 | 1.3e-04 | 0.020 | 0.028 | 0.006 | 0.020 | 2.3e-03 | 3.5e-04 | 6.6e-02 | 2.6e-03 |
2 | Adipose | alternative TSS | ENSRNOT00000098575 | 0.0454 | 0.0310 | 1.4e-04 | 0.020 | 0.029 | 0.008 | 0.022 | 2.4e-03 | 3.1e-04 | 4.3e-02 | 1.6e-03 |
3 | Adipose | gene expression | ENSRNOG00000011057 | 0.1600 | 0.0720 | 0.0e+00 | 0.175 | 0.176 | 0.170 | 0.174 | 5.8e-19 | 3.7e-19 | 1.9e-18 | 6.0e-19 |
4 | Adipose | isoform ratio | ENSRNOT00000098575 | 0.0410 | 0.0280 | 2.7e-04 | 0.021 | 0.028 | 0.005 | 0.023 | 2.0e-03 | 3.8e-04 | 7.6e-02 | 1.3e-03 |
5 | Adipose | mRNA stability | ENSRNOG00000011057 | 0.1210 | 0.0920 | 4.6e-06 | 0.025 | 0.039 | 0.036 | 0.037 | 8.2e-04 | 3.2e-05 | 6.6e-05 | 5.5e-05 |
6 | BLA | gene expression | ENSRNOG00000011057 | 0.1056 | 0.0637 | 4.9e-06 | 0.061 | 0.081 | 0.046 | 0.066 | 3.6e-04 | 4.0e-05 | 1.7e-03 | 2.0e-04 |
7 | BLA | mRNA stability | ENSRNOG00000011057 | 0.1100 | 0.0750 | 1.9e-05 | 0.096 | 0.082 | 0.074 | 0.099 | 8.0e-06 | 3.5e-05 | 8.7e-05 | 6.1e-06 |
8 | Brain | gene expression | ENSRNOG00000011057 | 0.2700 | 0.1100 | 0.0e+00 | 0.308 | 0.315 | 0.318 | 0.324 | 4.8e-29 | 8.8e-30 | 4.8e-30 | 1.0e-30 |
9 | Brain | mRNA stability | ENSRNOG00000011057 | 0.0408 | 0.0322 | 1.6e-03 | 0.020 | 0.022 | 0.026 | 0.017 | 5.3e-03 | 3.5e-03 | 1.8e-03 | 9.3e-03 |
10 | IL | gene expression | ENSRNOG00000011057 | 0.1660 | 0.0970 | 4.8e-04 | 0.163 | 0.118 | 0.143 | 0.138 | 9.8e-05 | 9.1e-04 | 2.7e-04 | 3.5e-04 |
11 | LHb | gene expression | ENSRNOG00000011057 | 0.5406 | 0.2447 | 7.6e-05 | 0.205 | 0.184 | 0.204 | 0.158 | 1.3e-05 | 3.9e-05 | 1.4e-05 | 1.4e-04 |
12 | Liver | gene expression | ENSRNOG00000011057 | 0.3100 | 0.1200 | 0.0e+00 | 0.328 | 0.321 | 0.328 | 0.335 | 2.9e-37 | 2.2e-36 | 2.2e-37 | 2.9e-38 |
13 | NAcc | gene expression | ENSRNOG00000011057 | 0.1890 | 0.1160 | 7.9e-04 | 0.076 | 0.123 | 0.137 | 0.132 | 9.0e-03 | 1.1e-03 | 5.9e-04 | 7.4e-04 |
14 | NAcc2 | gene expression | ENSRNOG00000011057 | 0.2000 | 0.1100 | 1.2e-09 | 0.175 | 0.164 | 0.165 | 0.157 | 9.6e-10 | 3.5e-09 | 3.1e-09 | 7.5e-09 |
15 | PL | gene expression | ENSRNOG00000011057 | 0.1670 | 0.1002 | 4.2e-04 | 0.202 | 0.152 | 0.084 | 0.152 | 1.5e-05 | 1.9e-04 | 5.0e-03 | 1.9e-04 |
16 | PL | mRNA stability | ENSRNOG00000011057 | 0.1190 | 0.0830 | 6.3e-03 | 0.122 | 0.107 | 0.026 | 0.082 | 8.0e-04 | 1.7e-03 | 8.2e-02 | 5.5e-03 |
17 | PL2 | gene expression | ENSRNOG00000011057 | 0.2000 | 0.0870 | 3.5e-14 | 0.245 | 0.238 | 0.272 | 0.246 | 1.6e-13 | 3.6e-13 | 4.2e-15 | 1.4e-13 |
18 | PL2 | mRNA stability | ENSRNOG00000011057 | 0.0600 | 0.0401 | 3.7e-04 | 0.063 | 0.067 | 0.086 | 0.055 | 2.6e-04 | 1.6e-04 | 2.2e-05 | 5.9e-04 |
All models for this gene with cis-heritability P-value <0.01 were tested and are shown here. In each tissue, the gene can have zero, one, or multiple RNA phenotypes for each RNA modality. After the heritability statistics, subsequent columns show cross-validation performance (R2 and P-value) of each modeling method.
Trait | Avg chi2 ratio | Avg chi2 | Max chi2 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
dissection: UMAP 1 of all traits | 0.0 | 0.1 | 0.7 | 0.1 | -0.1 | -0.1 | -0.0 | -0.8 | 0.5 | -0.1 | 0.2 | -0.3 | 0.2 | 0.1 | 0.1 | 0.2 | 0.2 | 0.2 | -0.1 | -0.6 | -0.1 |
retroperitoneal_fat_g | 0.3 | 1.0 | 2.1 | 0.8 | -0.8 | 1.1 | -0.8 | 1.5 | 0.7 | -0.8 | 0.7 | -1.3 | 0.9 | 0.9 | 0.8 | 1.0 | 0.9 | 0.9 | -0.9 | 1.1 | -1.2 |
body_g | 0.0 | 0.1 | 0.8 | 0.2 | -0.2 | 0.3 | -0.3 | 0.9 | -0.4 | -0.1 | -0.0 | 0.6 | 0.1 | 0.1 | 0.1 | -0.3 | 0.0 | 0.1 | -0.1 | 0.9 | 0.4 |
dissection: UMAP 3 of all traits | 0.0 | 0.1 | 0.7 | 0.1 | -0.1 | -0.3 | -0.1 | -0.2 | -0.6 | 0.4 | -0.3 | 0.2 | -0.3 | -0.3 | -0.4 | -0.8 | -0.4 | -0.3 | 0.3 | -0.5 | 0.3 |
kidney_right_g | 0.3 | 0.9 | 1.5 | -0.9 | 0.8 | -0.9 | 0.8 | -0.4 | -1.2 | 1.0 | -1.1 | 1.2 | -1.1 | -1.0 | -1.0 | -1.1 | -1.0 | -1.1 | 1.0 | -0.7 | 0.8 |
dissection: PC 3 of all traits | 0.3 | 0.8 | 2.0 | 0.9 | -0.9 | 1.0 | -0.9 | 1.4 | 0.6 | -0.6 | 0.6 | -1.3 | 0.9 | 0.8 | 0.7 | 0.6 | 0.6 | 0.9 | -0.9 | 0.7 | -1.1 |
dissection: PC 2 of all traits | 0.6 | 1.5 | 3.1 | 0.8 | -0.7 | 1.2 | -0.8 | 0.7 | 1.7 | -1.3 | 1.3 | -1.2 | 1.2 | 1.2 | 1.3 | 1.8 | 1.3 | 1.2 | -1.3 | 1.2 | -1.4 |
glucose_mg_dl | 1.6 | 2.4 | 3.2 | 1.5 | -1.5 | 1.5 | -1.5 | 1.1 | 1.8 | -1.7 | 1.7 | -1.1 | 1.7 | 1.7 | 1.7 | 1.5 | 1.6 | 1.7 | -1.7 | 1.7 | -1.0 |
heart_g | 0.4 | 0.6 | 1.5 | -0.8 | 0.8 | -0.7 | 0.8 | -0.5 | -0.7 | 1.0 | -0.7 | -0.2 | -0.8 | -0.8 | -0.9 | -0.5 | -0.8 | -0.8 | 0.8 | -1.2 | 0.2 |
os_mean | 0.1 | 0.1 | 0.2 | 0.2 | -0.2 | 0.3 | -0.2 | 0.1 | 0.4 | -0.1 | 0.2 | -0.5 | 0.3 | 0.4 | 0.3 | 0.4 | 0.2 | 0.3 | -0.4 | -0.1 | -0.5 |
EDL weight in grams | 0.1 | 0.2 | 0.9 | 0.1 | -0.1 | -0.0 | -0.1 | 0.9 | -0.9 | 0.4 | -0.3 | 0.4 | -0.3 | -0.3 | -0.3 | -0.8 | -0.3 | -0.3 | 0.3 | -0.0 | 0.9 |
Tibia length in mm | 3.4 | 9.7 | 12.6 | 2.7 | -2.6 | 3.2 | -2.7 | 3.1 | 3.3 | -3.2 | 3.1 | -3.0 | 3.1 | 3.2 | 3.3 | 3.4 | 3.2 | 3.1 | -3.2 | 3.5 | -2.7 |
sol weight in grams | 10.3 | 29.9 | 35.8 | -5.9 | 5.9 | -5.7 | 5.8 | -5.1 | -5.3 | 5.8 | -6.0 | 4.6 | -5.7 | -5.7 | -5.9 | -4.3 | -5.8 | -5.7 | 5.7 | -5.4 | 3.8 |
TA weight in grams | 0.2 | 0.6 | 1.8 | -0.3 | 0.3 | -0.4 | 0.3 | 0.5 | -1.3 | 0.8 | -0.7 | 0.2 | -0.8 | -0.8 | -0.8 | -1.2 | -0.8 | -0.8 | 0.8 | -0.4 | 1.2 |
Average time between licks in bursts | 0.8 | 1.1 | 3.3 | 0.4 | -0.4 | 0.9 | -0.4 | 0.5 | 1.5 | -1.1 | 0.9 | -1.0 | 1.1 | 1.0 | 0.9 | 1.8 | 1.1 | 1.1 | -1.1 | 0.8 | -1.7 |
Std. dev. time between licks in bursts | 0.4 | 0.5 | 1.2 | 0.2 | -0.2 | 0.6 | -0.2 | 0.6 | 0.8 | -1.1 | 0.8 | -0.0 | 0.6 | 0.6 | 0.7 | 1.1 | 0.6 | 0.6 | -0.6 | 1.1 | -0.5 |
Number of licking bursts | 1.2 | 1.5 | 3.6 | -0.6 | 0.6 | -1.1 | 0.6 | -0.8 | -1.5 | 1.0 | -1.5 | 1.5 | -1.2 | -1.2 | -0.8 | -1.9 | -1.2 | -1.2 | 1.2 | -1.0 | 1.8 |
Food consumed during 24 hour testing period | 0.0 | 0.0 | 0.1 | -0.1 | 0.1 | 0.0 | 0.0 | 0.0 | 0.1 | 0.0 | 0.2 | 0.2 | 0.1 | 0.1 | 0.1 | 0.2 | 0.1 | 0.1 | -0.1 | 0.3 | 0.1 |
Water consumed over 24 hour session | 0.0 | 0.0 | 0.1 | 0.0 | 0.0 | 0.1 | 0.0 | 0.1 | 0.1 | -0.0 | 0.2 | -0.3 | 0.0 | 0.0 | 0.2 | 0.2 | 0.0 | 0.0 | -0.0 | 0.1 | 0.0 |
Times rat made contact with spout | 1.1 | 1.3 | 2.0 | 1.1 | -1.1 | 1.1 | -1.1 | 0.8 | 1.2 | -1.2 | 1.4 | -0.7 | 1.2 | 1.2 | 1.3 | 1.0 | 1.2 | 1.2 | -1.2 | 1.0 | -0.9 |
Average drop size | 0.9 | 1.1 | 1.7 | -0.9 | 0.9 | -0.9 | 0.9 | -0.5 | -1.3 | 1.1 | -1.1 | 0.3 | -1.2 | -1.2 | -1.1 | -1.1 | -1.2 | -1.2 | 1.2 | -1.2 | 0.8 |
light_reinforcement_lr_relactive | 0.0 | 0.1 | 0.1 | 0.2 | -0.2 | 0.3 | -0.2 | 0.4 | 0.2 | -0.3 | 0.1 | -0.1 | 0.3 | 0.3 | 0.2 | 0.3 | 0.2 | 0.3 | -0.3 | 0.2 | -0.1 |
light_reinforcement_lr_active | 0.4 | 0.7 | 2.6 | 0.2 | -0.1 | 0.6 | -0.1 | 0.3 | 1.1 | -0.6 | 0.6 | -1.5 | 0.7 | 0.7 | 0.6 | 1.6 | 0.6 | 0.7 | -0.7 | -0.2 | -1.6 |
Delay discounting water rate 0 sec | 0.4 | 0.7 | 1.2 | -0.8 | 0.8 | -0.8 | 0.8 | -0.6 | -0.9 | 0.4 | -0.7 | 1.1 | -0.9 | -0.9 | -0.7 | -0.8 | -0.8 | -0.9 | 0.9 | -0.5 | 1.1 |
Median of all reaction times | 1.3 | 1.8 | 2.4 | 1.4 | -1.4 | 1.3 | -1.4 | 0.9 | 1.5 | -1.5 | 1.4 | -0.9 | 1.4 | 1.5 | 1.5 | 1.2 | 1.4 | 1.4 | -1.4 | 1.5 | -0.9 |
locomotor_testing_activity | 2.3 | 3.6 | 7.0 | 1.5 | -1.4 | 2.0 | -1.5 | 1.9 | 2.0 | -1.4 | 1.6 | -2.5 | 1.9 | 2.0 | 1.7 | 2.4 | 1.8 | 1.9 | -1.9 | 1.5 | -2.7 |
reaction_time_corr | 3.2 | 4.6 | 7.7 | 2.7 | -2.8 | 2.4 | -2.7 | 2.5 | 1.7 | -1.9 | 2.0 | -1.7 | 2.3 | 2.3 | 2.1 | 1.0 | 2.0 | 2.3 | -2.3 | 2.0 | -0.9 |
reaction_time_leftcorr | 3.2 | 4.6 | 7.7 | 2.7 | -2.8 | 2.4 | -2.7 | 2.5 | 1.7 | -1.9 | 2.0 | -1.7 | 2.3 | 2.3 | 2.1 | 1.0 | 2.0 | 2.3 | -2.3 | 2.0 | -0.9 |
delay_discounting_pc1800 | 1.2 | 1.6 | 4.1 | -0.7 | 0.7 | -1.2 | 0.7 | -0.7 | -1.6 | 0.8 | -1.1 | 1.7 | -1.3 | -1.4 | -1.0 | -1.9 | -1.0 | -1.3 | 1.3 | -0.6 | 2.0 |
reaction_time_falsealarm | 0.0 | 0.0 | 0.1 | -0.1 | 0.1 | -0.1 | 0.1 | 0.0 | -0.1 | 0.2 | -0.1 | -0.2 | -0.1 | -0.1 | -0.1 | -0.1 | 0.0 | -0.1 | 0.1 | -0.4 | 0.2 |
social_reinforcement_socialrfq | 2.7 | 2.9 | 4.0 | 1.5 | -1.4 | 1.6 | -1.4 | 1.1 | 2.0 | -2.0 | 2.0 | -1.9 | 1.7 | 1.7 | 1.9 | 1.8 | 1.8 | 1.7 | -1.7 | 1.5 | -1.9 |
reaction_time_pinit | 0.1 | 0.1 | 0.2 | 0.5 | -0.5 | 0.3 | -0.5 | 0.2 | 0.2 | -0.3 | 0.3 | -0.2 | 0.4 | 0.4 | 0.3 | -0.0 | 0.3 | 0.4 | -0.4 | 0.3 | 0.2 |
reaction_time_pinit_slope | 0.4 | 0.6 | 1.0 | -0.6 | 0.6 | -0.7 | 0.6 | -0.2 | -1.0 | 0.8 | -0.9 | 0.9 | -0.8 | -0.8 | -0.8 | -0.9 | -0.8 | -0.8 | 0.8 | -0.2 | 0.8 |
reaction_time_peropfalsealarm_slope | 1.5 | 1.8 | 3.7 | 0.9 | -0.9 | 1.3 | -0.9 | 0.9 | 1.7 | -1.4 | 1.5 | -1.2 | 1.4 | 1.4 | 1.4 | 1.9 | 1.2 | 1.4 | -1.4 | 1.2 | -1.6 |
soc_socialavgti | 3.7 | 5.0 | 10.0 | 1.6 | -1.5 | 2.1 | -1.6 | 1.2 | 2.9 | -2.0 | 2.4 | -1.9 | 2.4 | 2.4 | 2.2 | 3.0 | 2.2 | 2.4 | -2.4 | 1.7 | -3.2 |
reaction_time_peropinit_slope | 0.6 | 0.6 | 2.1 | 0.9 | -1.0 | 0.8 | -1.0 | 1.1 | 0.4 | -0.8 | 0.6 | 0.2 | 0.8 | 0.8 | 0.8 | 0.2 | 0.7 | 0.8 | -0.8 | 1.4 | -0.2 |
reaction_time_meanrt_slope | 0.3 | 0.4 | 2.4 | -0.1 | 0.1 | -0.3 | 0.1 | 0.2 | -0.9 | 0.5 | -0.8 | 1.5 | -0.4 | -0.5 | -0.5 | -1.1 | -0.3 | -0.4 | 0.4 | 0.0 | 0.8 |
reaction_time_devmedrt_slope | 1.8 | 1.8 | 3.5 | -1.1 | 1.1 | -1.3 | 1.1 | -1.0 | -1.6 | 1.5 | -1.6 | 1.0 | -1.4 | -1.4 | -1.5 | -1.5 | -1.3 | -1.4 | 1.4 | -1.9 | 1.2 |
pavca_ny_levercs_d4d5 | 0.3 | 0.5 | 1.5 | -0.5 | 0.5 | -0.6 | 0.5 | -0.4 | -0.8 | 0.4 | -0.5 | 0.8 | -0.8 | -0.8 | -0.5 | -0.9 | -0.6 | -0.8 | 0.8 | -0.3 | 1.2 |
pavca_ny_d2_magazine_cs | 6.3 | 7.1 | 9.5 | 2.3 | -2.3 | 2.8 | -2.3 | 2.6 | 2.8 | -2.7 | 2.9 | -3.1 | 2.6 | 2.6 | 2.8 | 2.9 | 2.6 | 2.6 | -2.6 | 2.5 | -2.8 |
ccp_trial_3_saline_dist_mm | 0.0 | 0.1 | 0.2 | 0.4 | -0.4 | 0.1 | -0.4 | 0.2 | -0.2 | 0.1 | 0.0 | 0.0 | 0.1 | 0.1 | 0.0 | -0.5 | 0.1 | 0.1 | -0.1 | 0.1 | 0.4 |
pavca_ny_d5_magazine_ncs | 0.1 | 0.1 | 0.4 | 0.3 | -0.2 | 0.4 | -0.3 | 0.6 | 0.1 | -0.2 | 0.2 | -0.5 | 0.2 | 0.3 | 0.2 | 0.3 | 0.2 | 0.2 | -0.2 | 0.5 | -0.6 |
ccp_change_in_locomotor_activity | 0.1 | 0.2 | 0.7 | -0.6 | 0.6 | -0.4 | 0.6 | -0.9 | 0.3 | 0.2 | -0.1 | 0.1 | -0.2 | -0.2 | -0.2 | 0.4 | -0.2 | -0.2 | 0.2 | -0.4 | -0.6 |
Conditioned locomotion | 0.6 | 0.7 | 1.7 | 1.3 | -1.3 | 1.0 | -1.2 | 1.3 | 0.3 | -0.7 | 0.6 | -1.3 | 0.8 | 0.8 | 0.7 | 0.1 | 0.7 | 0.8 | -0.8 | 0.1 | -0.2 |
Total sessions with >9 infusions | 1.4 | 1.6 | 2.7 | 1.0 | -1.0 | 1.3 | -1.0 | 0.9 | 1.6 | -1.1 | 1.2 | -1.6 | 1.4 | 1.4 | 1.3 | 1.6 | 1.1 | 1.4 | -1.4 | 0.6 | -1.2 |
Velocity during novelty place preference test | 0.8 | 1.1 | 2.7 | 1.2 | -1.2 | 1.2 | -1.2 | 1.6 | 0.6 | -1.0 | 1.0 | -0.8 | 0.9 | 0.9 | 1.1 | 0.4 | 1.1 | 0.9 | -0.9 | 1.4 | -0.5 |
crf_mi_active_responses | 1.2 | 1.4 | 3.3 | 1.3 | -1.3 | 1.4 | -1.3 | 1.8 | 0.8 | -1.2 | 1.2 | -1.5 | 1.1 | 1.1 | 1.2 | 0.9 | 1.1 | 1.1 | -1.1 | 1.2 | -0.7 |
pavca_mi_d1_avg_mag_lat | 0.2 | 0.2 | 0.9 | -0.4 | 0.4 | -0.4 | 0.4 | -0.5 | -0.4 | 0.6 | -1.0 | 0.2 | -0.3 | -0.3 | -0.6 | -0.3 | -0.5 | -0.3 | 0.3 | -0.3 | 0.1 |
pavca_mi_d3_magazine_ncs | 0.4 | 0.5 | 0.8 | 0.7 | -0.7 | 0.6 | -0.7 | 0.3 | 0.8 | -0.7 | 0.9 | -0.7 | 0.7 | 0.7 | 0.7 | 0.6 | 0.8 | 0.7 | -0.7 | 0.2 | -0.5 |
pavca_mi_d1_prob_lev | 0.4 | 0.5 | 1.0 | 0.7 | -0.7 | 0.8 | -0.7 | 1.0 | 0.6 | -0.7 | 0.9 | -0.8 | 0.7 | 0.7 | 0.7 | 0.7 | 0.6 | 0.7 | -0.7 | 0.7 | -0.5 |
pavca_mi_d1_avg_lev_lat | 0.2 | 0.3 | 1.0 | -0.7 | 0.7 | -0.6 | 0.7 | -1.0 | -0.1 | 0.4 | -0.6 | 0.5 | -0.5 | -0.5 | -0.4 | -0.1 | -0.4 | -0.5 | 0.5 | -0.5 | -0.0 |
pavca_mi_d3_prob_mag | 0.1 | 0.1 | 0.6 | -0.2 | 0.2 | -0.1 | 0.2 | -0.1 | -0.0 | 0.2 | -0.1 | -0.8 | -0.2 | -0.2 | -0.2 | 0.2 | -0.1 | -0.2 | 0.2 | -0.5 | -0.2 |
Total cortical area | 1.0 | 1.9 | 3.5 | -1.5 | 1.5 | -1.5 | 1.5 | -1.8 | -0.9 | 1.5 | -1.4 | 1.3 | -1.3 | -1.2 | -1.4 | -0.7 | -1.3 | -1.3 | 1.3 | -1.9 | 0.5 |
tb_th_sd | 1.5 | 1.8 | 2.9 | -1.1 | 1.1 | -1.4 | 1.1 | -1.4 | -1.4 | 1.3 | -1.3 | 1.5 | -1.4 | -1.4 | -1.3 | -1.5 | -1.3 | -1.4 | 1.4 | -1.4 | 1.7 |
Cortical porosity | 0.1 | 0.1 | 0.4 | -0.2 | 0.3 | -0.2 | 0.3 | -0.4 | -0.0 | 0.2 | -0.3 | -0.3 | -0.1 | -0.1 | -0.2 | -0.0 | -0.1 | -0.1 | 0.1 | -0.6 | 0.0 |
length | 0.8 | 1.7 | 3.1 | 0.8 | -0.8 | 1.2 | -0.8 | 0.8 | 1.6 | -1.2 | 1.5 | -1.4 | 1.3 | 1.3 | 1.3 | 1.8 | 1.2 | 1.3 | -1.3 | 1.3 | -1.6 |
Trabecular tissue density | 0.5 | 0.7 | 2.2 | 0.3 | -0.3 | 0.6 | -0.4 | 0.2 | 1.1 | -0.9 | 0.9 | 0.1 | 0.8 | 0.8 | 0.9 | 1.1 | 0.8 | 0.8 | -0.8 | 1.0 | -1.5 |
ctth_sd | 0.4 | 0.5 | 1.0 | -0.9 | 0.9 | -0.7 | 0.9 | -1.0 | -0.3 | 0.6 | -0.8 | 0.3 | -0.7 | -0.6 | -0.6 | -0.1 | -0.6 | -0.7 | 0.7 | -1.0 | 0.2 |
tautz: manual_spc7 | 0.6 | 0.8 | 1.9 | -1.3 | 1.3 | -1.1 | 1.3 | -1.4 | -0.5 | 0.9 | -1.0 | 0.8 | -0.9 | -0.9 | -0.5 | -0.1 | -0.9 | -0.9 | 0.9 | -0.9 | 0.1 |
tautz: manual_mpc15 | 0.6 | 0.9 | 2.2 | 0.5 | -0.5 | 0.9 | -0.5 | 0.6 | 1.2 | -0.8 | 1.3 | -1.4 | 0.8 | 0.8 | 0.4 | 1.5 | 0.8 | 0.8 | -0.8 | 0.6 | -1.5 |
tautz: manual_mpc18 | 1.6 | 2.2 | 4.0 | 1.0 | -1.0 | 1.4 | -1.0 | 0.9 | 1.9 | -1.6 | 1.7 | -0.9 | 1.6 | 1.6 | 1.5 | 1.9 | 1.6 | 1.6 | -1.6 | 1.5 | -2.0 |
tautz: manual_spc15 | 1.6 | 2.3 | 4.1 | -1.4 | 1.4 | -1.7 | 1.4 | -2.0 | -1.3 | 1.5 | -1.4 | 1.5 | -1.5 | -1.5 | -1.6 | -1.5 | -1.5 | -1.5 | 1.5 | -2.0 | 1.1 |
tautz: manual_spc21 | 1.0 | 1.2 | 4.4 | -0.3 | 0.3 | -0.7 | 0.3 | 0.2 | -1.8 | 1.0 | -1.2 | 1.1 | -1.0 | -1.0 | -0.8 | -2.0 | -1.0 | -1.0 | 1.0 | -0.4 | 2.1 |
tautz: manual_spc9 | 1.4 | 2.0 | 3.3 | 1.8 | -1.8 | 1.4 | -1.8 | 1.4 | 1.1 | -1.5 | 1.5 | -0.8 | 1.5 | 1.5 | 1.5 | 0.5 | 1.5 | 1.5 | -1.5 | 1.5 | -0.3 |
tautz: manual_mpc3 | 0.4 | 0.6 | 1.0 | 1.0 | -1.0 | 0.9 | -1.0 | 1.0 | 0.6 | -0.8 | 0.7 | -1.0 | 0.8 | 0.8 | 0.8 | 0.4 | 0.8 | 0.8 | -0.8 | 0.8 | 0.0 |
tautz: manual_spc12 | 0.1 | 0.2 | 0.3 | 0.4 | -0.5 | 0.4 | -0.4 | 0.3 | 0.4 | -0.4 | 0.6 | -0.2 | 0.4 | 0.4 | 0.5 | 0.1 | 0.4 | 0.4 | -0.4 | 0.3 | -0.3 |
tautz: manual_spc14 | 0.7 | 1.0 | 1.9 | -1.2 | 1.3 | -1.0 | 1.3 | -1.4 | -0.4 | 1.0 | -0.9 | -0.2 | -1.0 | -1.0 | -0.9 | 0.0 | -1.0 | -1.0 | 1.0 | -1.3 | -0.4 |
tautz: manual_spc8 | 0.3 | 0.4 | 0.9 | 0.3 | -0.3 | 0.5 | -0.3 | 0.1 | 0.8 | -0.6 | 0.6 | -0.5 | 0.6 | 0.6 | 0.7 | 0.9 | 0.6 | 0.6 | -0.6 | 0.6 | -1.0 |
tautz: manual_mpc7 | 1.5 | 1.7 | 4.2 | 0.7 | -0.7 | 1.1 | -0.7 | 0.5 | 1.8 | -1.2 | 1.3 | -1.7 | 1.2 | 1.2 | 1.2 | 2.0 | 1.2 | 1.2 | -1.2 | 1.0 | -2.0 |
tautz: manual_mpc16 | 0.1 | 0.1 | 0.3 | -0.1 | 0.0 | -0.2 | 0.0 | -0.1 | -0.4 | 0.2 | -0.3 | 0.6 | -0.2 | -0.2 | -0.1 | -0.5 | -0.2 | -0.2 | 0.2 | -0.3 | 0.4 |
tautz: manual_mpc4 | 0.4 | 0.5 | 1.1 | -0.5 | 0.5 | -0.7 | 0.5 | -0.5 | -0.8 | 0.7 | -0.7 | 1.0 | -0.7 | -0.7 | -0.6 | -0.9 | -0.7 | -0.7 | 0.7 | -0.6 | 0.7 |
tautz: manual_mpc10 | 0.5 | 0.7 | 2.5 | 0.2 | -0.3 | -0.1 | -0.2 | 1.3 | -1.6 | 0.6 | -0.6 | 0.1 | -0.6 | -0.6 | -0.8 | -1.6 | -0.6 | -0.6 | 0.6 | -0.1 | 1.5 |
tautz: manual_mpc5 | 0.2 | 0.2 | 0.9 | -0.1 | 0.0 | -0.2 | 0.0 | 0.2 | -0.7 | 0.3 | -0.0 | 1.0 | -0.3 | -0.3 | -0.3 | -0.9 | -0.3 | -0.3 | 0.3 | 0.0 | 0.7 |
tautz: manual_spc22 | 0.3 | 0.5 | 1.1 | -0.4 | 0.4 | -0.7 | 0.5 | -0.8 | -0.8 | 0.7 | -0.7 | 0.6 | -0.7 | -0.7 | -0.6 | -1.0 | -0.7 | -0.7 | 0.7 | -1.1 | 0.9 |
tautz: manual_mpc14 | 0.7 | 1.2 | 2.2 | -1.1 | 1.1 | -1.2 | 1.1 | -1.1 | -1.1 | 1.1 | -1.5 | 1.0 | -1.1 | -1.1 | -0.9 | -1.0 | -1.1 | -1.1 | 1.1 | -1.2 | 1.1 |
tautz: manual_mpc12 | 0.1 | 0.1 | 0.5 | 0.1 | -0.2 | 0.2 | -0.2 | 0.5 | -0.0 | -0.2 | 0.1 | 0.5 | 0.2 | 0.2 | 0.1 | 0.0 | 0.2 | 0.2 | -0.2 | 0.7 | 0.2 |
tautz: manual_mcs | 0.4 | 0.5 | 1.4 | 0.5 | -0.5 | 0.7 | -0.6 | 0.9 | 0.6 | -0.7 | 0.5 | -0.2 | 0.7 | 0.7 | 0.7 | 0.7 | 0.7 | 0.7 | -0.7 | 1.2 | -0.2 |
tautz: manual_spc17 | 1.3 | 1.8 | 5.1 | -1.0 | 0.9 | -1.3 | 1.0 | -1.0 | -1.6 | 1.3 | -1.3 | 1.9 | -1.3 | -1.3 | -1.0 | -1.7 | -1.3 | -1.3 | 1.3 | -0.7 | 2.3 |
tautz: manual_spc24 | 0.4 | 0.6 | 2.2 | 0.1 | -0.1 | 0.6 | -0.1 | 0.3 | 1.1 | -0.7 | 0.7 | -0.6 | 0.7 | 0.7 | 0.6 | 1.5 | 0.7 | 0.7 | -0.7 | 0.5 | -1.3 |
tautz: manual_spc4 | 0.1 | 0.2 | 0.9 | 0.3 | -0.4 | 0.2 | -0.4 | 0.9 | -0.5 | -0.1 | -0.3 | 0.5 | 0.1 | 0.1 | 0.1 | -0.5 | 0.1 | 0.1 | -0.1 | 0.9 | 0.6 |
tautz: manual_mpc9 | 0.1 | 0.1 | 0.4 | 0.6 | -0.6 | 0.4 | -0.6 | 0.6 | 0.0 | -0.3 | 0.4 | -0.1 | 0.3 | 0.3 | 0.1 | -0.2 | 0.3 | 0.3 | -0.3 | 0.3 | 0.1 |
tautz: manual_spc2 | 3.5 | 4.7 | 7.8 | -1.8 | 1.7 | -2.0 | 1.7 | -1.1 | -2.8 | 2.3 | -2.4 | 2.2 | -2.3 | -2.3 | -2.1 | -2.7 | -2.3 | -2.3 | 2.3 | -1.7 | 2.5 |
tautz: manual_spc13 | 0.6 | 0.9 | 1.6 | 0.7 | -0.7 | 0.9 | -0.7 | 0.5 | 1.2 | -1.0 | 1.2 | -1.0 | 1.0 | 1.0 | 1.0 | 1.3 | 1.0 | 1.0 | -1.0 | 0.8 | -1.0 |
tautz: manual_mpc19 | 0.5 | 0.6 | 1.1 | -0.6 | 0.6 | -0.8 | 0.6 | -0.9 | -0.8 | 0.8 | -0.7 | 0.5 | -0.8 | -0.8 | -0.6 | -1.0 | -0.8 | -0.8 | 0.8 | -0.7 | 1.0 |
tautz: manual_spc10 | 0.9 | 1.1 | 1.5 | 1.2 | -1.2 | 1.1 | -1.2 | 1.1 | 0.9 | -1.1 | 1.1 | -0.6 | 1.1 | 1.1 | 1.1 | 0.6 | 1.1 | 1.1 | -1.1 | 1.0 | -0.8 |
tautz: manual_spc11 | 0.3 | 0.4 | 1.9 | -0.7 | 0.8 | -0.3 | 0.7 | -1.1 | 0.8 | -0.0 | 0.4 | -0.3 | 0.0 | 0.0 | 0.1 | 1.2 | 0.0 | 0.0 | -0.0 | -0.2 | -1.4 |
tautz: manual_spc23 | 1.5 | 2.2 | 3.0 | 1.5 | -1.5 | 1.6 | -1.5 | 1.7 | 1.4 | -1.6 | 1.2 | -1.4 | 1.6 | 1.6 | 1.7 | 1.4 | 1.6 | 1.6 | -1.6 | 1.7 | -0.9 |
tautz: manual_spc6 | 2.8 | 3.9 | 4.9 | -1.7 | 1.7 | -2.0 | 1.7 | -1.7 | -2.2 | 2.0 | -2.0 | 1.9 | -2.0 | -2.0 | -2.1 | -2.2 | -2.0 | -2.0 | 2.0 | -2.2 | 2.1 |
tautz: manual_spc20 | 0.5 | 0.7 | 3.5 | -0.0 | 0.1 | 0.5 | 0.0 | -0.2 | 1.3 | -0.7 | 0.9 | -0.9 | 0.7 | 0.7 | 0.7 | 1.7 | 0.7 | 0.7 | -0.7 | 0.3 | -1.9 |
tautz: manual_mpc17 | 0.1 | 0.1 | 1.0 | 0.3 | -0.3 | 0.4 | -0.3 | 1.0 | -0.3 | 0.0 | -0.1 | -0.8 | -0.0 | -0.0 | 0.0 | -0.1 | -0.0 | -0.0 | 0.0 | -0.0 | 0.2 |
tautz: manual_mpc2 | 0.1 | 0.2 | 0.3 | 0.5 | -0.5 | 0.3 | -0.5 | 0.1 | 0.4 | -0.4 | 0.3 | -0.1 | 0.4 | 0.4 | 0.5 | 0.1 | 0.4 | 0.4 | -0.4 | 0.4 | -0.1 |
tautz: manual_spc1 | 0.3 | 0.4 | 1.1 | -0.4 | 0.4 | -0.6 | 0.4 | -0.4 | -0.7 | 0.6 | -0.7 | 0.5 | -0.6 | -0.6 | -0.4 | -0.7 | -0.6 | -0.6 | 0.6 | -0.4 | 1.1 |
tautz: manual_spc16 | 1.3 | 1.7 | 2.8 | -1.7 | 1.7 | -1.4 | 1.6 | -1.2 | -1.2 | 1.4 | -1.4 | 0.9 | -1.4 | -1.4 | -1.3 | -0.7 | -1.4 | -1.4 | 1.4 | -1.1 | 0.4 |
tautz: manual_mpc13 | 0.3 | 0.3 | 0.8 | -0.9 | 0.9 | -0.5 | 0.9 | -0.8 | -0.1 | 0.5 | -0.6 | 0.4 | -0.5 | -0.5 | -0.6 | 0.4 | -0.5 | -0.5 | 0.5 | -0.5 | -0.2 |
tautz: manual_spc5 | 0.3 | 0.4 | 1.9 | 0.6 | -0.7 | 0.1 | -0.6 | 1.1 | -1.1 | 0.2 | -0.4 | -0.0 | -0.2 | -0.2 | -0.1 | -1.4 | -0.2 | -0.2 | 0.2 | -0.1 | 1.3 |
tautz: manual_spc3 | 0.8 | 1.0 | 2.0 | 1.0 | -1.0 | 1.1 | -1.0 | 1.4 | 0.8 | -1.0 | 1.0 | -1.1 | 1.0 | 1.0 | 1.0 | 0.9 | 1.0 | 1.0 | -1.0 | 1.3 | -0.5 |
tautz: manual_mpc6 | 0.5 | 0.6 | 1.9 | 0.2 | -0.2 | 0.6 | -0.2 | 0.3 | 1.1 | -0.7 | 0.7 | -1.0 | 0.7 | 0.7 | 0.7 | 1.4 | 0.7 | 0.7 | -0.7 | 0.9 | -1.3 |
tautz: manual_spc18 | 0.4 | 0.5 | 1.0 | 0.8 | -0.8 | 0.7 | -0.8 | 0.6 | 0.6 | -0.8 | 1.0 | -0.1 | 0.8 | 0.8 | 0.7 | 0.2 | 0.8 | 0.8 | -0.8 | 0.8 | -0.4 |
tautz: manual_mpc11 | 0.5 | 0.7 | 3.6 | -0.4 | 0.4 | 0.3 | 0.4 | -0.2 | 1.2 | -0.4 | 0.6 | -1.2 | 0.4 | 0.4 | 0.3 | 1.9 | 0.4 | 0.4 | -0.4 | 0.0 | -1.9 |
tautz: manual_spc19 | 0.1 | 0.1 | 0.3 | -0.2 | 0.2 | -0.1 | 0.2 | 0.4 | -0.6 | 0.3 | -0.3 | 0.3 | -0.3 | -0.3 | -0.2 | -0.4 | -0.3 | -0.3 | 0.3 | -0.2 | 0.5 |
tautz: manual_mpc8 | 5.4 | 6.8 | 8.5 | -2.7 | 2.7 | -2.7 | 2.7 | -2.4 | -2.6 | 2.8 | -2.9 | 1.7 | -2.8 | -2.8 | -2.6 | -2.2 | -2.8 | -2.8 | 2.8 | -2.8 | 2.2 |
tautz: manual_mpc1 | 0.1 | 0.1 | 0.5 | -0.4 | 0.4 | -0.3 | 0.4 | -0.7 | 0.2 | 0.2 | -0.1 | -0.2 | -0.2 | -0.2 | -0.2 | 0.3 | -0.2 | -0.2 | 0.2 | -0.3 | -0.4 |
Sum of all infusions from LGA sessions | 5.1 | 6.0 | 10.5 | -2.2 | 2.2 | -2.5 | 2.2 | -2.2 | -2.6 | 2.7 | -2.8 | 1.1 | -2.5 | -2.5 | -2.6 | -2.4 | -2.6 | -2.5 | 2.5 | -3.2 | 2.3 |
Ambulatory time at time1 of open field | 1.3 | 1.3 | 1.6 | -1.2 | 1.2 | -1.2 | 1.2 | -1.0 | -1.1 | 1.1 | -1.2 | 1.1 | -1.2 | -1.2 | -1.3 | -0.9 | -1.1 | -1.2 | 1.2 | -1.3 | 1.0 |
dd_expon_k | 1.2 | 1.3 | 2.0 | 1.0 | -1.0 | 1.2 | -1.0 | 1.1 | 1.2 | -1.1 | 1.2 | -1.4 | 1.1 | 1.1 | 1.2 | 1.3 | 1.1 | 1.1 | -1.2 | 1.0 | -1.2 |
Delay discounting AUC-traditional | 1.3 | 1.4 | 1.9 | -1.1 | 1.1 | -1.2 | 1.1 | -1.2 | -1.2 | 1.2 | -1.2 | 1.4 | -1.1 | -1.1 | -1.2 | -1.3 | -1.2 | -1.1 | 1.2 | -1.1 | 1.2 |
The total number of resting periods in time1 | 0.1 | 0.1 | 0.8 | -0.2 | 0.3 | 0.1 | 0.2 | -0.2 | 0.6 | -0.2 | 0.2 | -0.2 | 0.2 | 0.3 | 0.2 | 0.8 | 0.2 | 0.2 | -0.3 | 0.0 | -0.9 |
Area under the delay curve | 1.3 | 1.4 | 1.9 | -1.1 | 1.1 | -1.2 | 1.1 | -1.2 | -1.2 | 1.2 | -1.2 | 1.4 | -1.1 | -1.1 | -1.2 | -1.3 | -1.2 | -1.1 | 1.2 | -1.1 | 1.2 |
punishment | 0.3 | 0.3 | 0.7 | -0.8 | 0.8 | -0.5 | 0.8 | -0.7 | -0.2 | 0.8 | -0.6 | 0.2 | -0.3 | -0.4 | -0.6 | 0.1 | -0.8 | -0.3 | 0.6 | -0.7 | -0.0 |
runstartmale1 | 0.0 | 0.0 | 0.1 | -0.2 | 0.2 | -0.2 | 0.2 | -0.4 | 0.1 | 0.1 | -0.1 | -0.1 | -0.1 | -0.1 | -0.1 | 0.1 | -0.1 | -0.1 | 0.1 | -0.1 | -0.1 |
locomotor2 | 0.2 | 0.2 | 0.5 | -0.7 | 0.7 | -0.4 | 0.7 | -0.3 | -0.4 | 0.5 | -0.5 | 0.7 | -0.4 | -0.4 | -0.5 | -0.0 | -0.5 | -0.4 | 0.4 | -0.2 | -0.1 |
Weight adjusted by age | 1.6 | 1.8 | 5.7 | 1.0 | -0.9 | 1.2 | -0.9 | 0.7 | 1.6 | -1.5 | 1.5 | -2.4 | 1.2 | 1.2 | 1.2 | 1.7 | 1.3 | 1.2 | -1.2 | 0.6 | -1.5 |
Liver selenium concentration | 0.9 | 1.1 | 1.6 | 1.3 | -1.3 | 1.1 | -1.3 | 1.1 | 1.0 | -1.1 | 0.9 | -1.0 | 1.1 | 1.1 | 1.2 | 0.7 | 1.0 | 1.1 | -1.1 | 0.9 | -0.6 |
Liver rubidium concentration | 0.6 | 0.7 | 2.0 | -0.9 | 0.9 | -0.9 | 0.9 | -1.1 | -0.5 | 1.0 | -0.8 | -0.0 | -0.9 | -0.9 | -0.9 | -0.4 | -0.8 | -0.9 | 0.9 | -1.4 | 0.2 |
Liver iron concentration | 0.4 | 0.4 | 0.8 | 0.6 | -0.5 | 0.5 | -0.5 | 0.1 | 0.9 | -0.7 | 0.9 | -0.8 | 0.7 | 0.7 | 0.7 | 0.7 | 0.6 | 0.7 | -0.7 | 0.2 | -0.9 |
Liver cobalt concentration | 0.6 | 0.7 | 1.5 | 1.1 | -1.2 | 0.9 | -1.2 | 1.2 | 0.3 | -0.8 | 0.7 | 0.0 | 0.8 | 0.8 | 0.7 | 0.0 | 0.9 | 0.8 | -0.8 | 1.0 | -0.4 |
Liver cadmium concentration | 1.5 | 1.6 | 2.2 | 1.5 | -1.5 | 1.4 | -1.5 | 1.4 | 1.1 | -1.5 | 1.4 | -1.1 | 1.3 | 1.3 | 1.1 | 0.9 | 1.2 | 1.3 | -1.3 | 1.1 | -0.9 |
Liver zinc concentration | 0.1 | 0.1 | 0.6 | -0.6 | 0.6 | -0.4 | 0.6 | -0.8 | 0.3 | -0.2 | 0.1 | 0.5 | -0.2 | -0.2 | 0.0 | 0.3 | -0.1 | -0.2 | 0.2 | -0.0 | -0.4 |
Liver sodium concentration | 1.5 | 1.6 | 2.2 | -1.1 | 1.0 | -1.2 | 1.1 | -0.9 | -1.5 | 1.4 | -1.3 | 1.2 | -1.3 | -1.3 | -1.3 | -1.5 | -1.1 | -1.3 | 1.3 | -1.1 | 1.5 |
Liver manganese concentration | 0.5 | 0.6 | 1.8 | -1.0 | 1.0 | -0.7 | 1.0 | -1.2 | 0.1 | 0.5 | -0.5 | -0.1 | -0.5 | -0.5 | -0.2 | 0.5 | -0.4 | -0.5 | 0.5 | -1.3 | -0.9 |
For each tested trait, stats based on TWAS chi2 (squared Z-score) for the above models are shown. Avg chi2 ratio is the mean chi2 across all models for this gene, divided by the mean chi2 across all models for all genes. Avg chi2 is the mean chi2 across all models for this gene. Max chi2 is the highest chi2 across all models for this gene.
The numbered columns correspond to the numbered models in the table above. They contain the TWAS Z-score for each trait-model pair. Colors indicate strong Z-scores (below -2 or above 2): lower negative Z-scores are darker blue, higher positive Z-scores are darker red.