Zfp324

Models

All models for this gene with cis-heritability P-value <0.01 were tested and are shown here. In each tissue, a 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. The best-performing method for each models is used for TWAS.

# Tissue Modality RNA phenotype h2 h2 SE h2 P xQTL R2 BLUP R2 ENET R2 LASSO R2 xQTL P BLUP P ENET P LASSO P
1 Liver intron excision ratio chr1_82674660_82675044 0.25 0.1 1.6e-15 0.09 0.12 0.11 0.1 2.2e-10 7.4e-13 2.0e-12 1.4e-11
2 Liver intron excision ratio chr1_82674475_82675044 0.17 0.09 1.4e-11 0.08 0.1 0.1 0.09 1.7e-09 1.1e-10 4.9e-11 5.0e-10
3 PL mRNA stability Zfp324 0.03 0.02 8.4e-05 0.02 0.04 0.02 0.02 2.5e-03 9.2e-05 1.8e-03 1.3e-03
4 Liver gene expression Zfp324 0.11 0.06 9.3e-12 0.09 0.09 0.08 0.09 2.4e-10 2.9e-10 1.4e-09 2.6e-10

Trait associations

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 strength of Z-scores: cells with lower negative Z-scores are darker blue, cells with higher positive Z-scores are darker red. Significant associations have white and bolded text.

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4
Bone: apparent density0.10.20.6-0.2-0.2-0.6-0.8
Area under the delay curve0.91.01.5-1.20.70.91.1
BMI with tail0.51.82.4-1.11.41.61.2
BMI without tail0.10.20.30.6-0.20.50.4
Body weight0.83.76.52.6-2.1-1.4-1.4
Weight adjusted by age0.40.51.00.2-0.9-1.0-0.6
Bone surface3.46.28.32.2-2.3-2.5-2.9
Bone volume3.05.37.42.1-2.1-2.3-2.7
Breakpoint value in progressive ratio session1.21.42.3-0.60.81.51.5
Number of licking bursts0.00.10.30.50.00.20.1
Context. condit. distance diff. score0.10.10.3-0.60.2-0.10.0
Locomotion velocity, session 10.30.30.7-0.0-0.7-0.9-0.2
Locomotion distance, session 11.92.44.41.2-1.6-2.1-1.1
Locomotion velocity, session 20.10.10.2-0.0-0.2-0.5-0.2
Locomotion distance, session 21.92.63.11.6-1.7-1.8-1.5
Locomotion velocity, session 30.00.10.10.2-0.0-0.2-0.4
Locomotion distance, session 30.70.81.5-0.2-0.4-1.2-1.2
Stereotopy head waving bouts, day 30.30.40.90.30.20.70.9
Stereotopy head waving duration, day 30.40.51.40.30.20.71.2
Locomotion velocity, session 70.10.10.30.3-0.2-0.5-0.3
Locomotion distance, session 70.10.10.10.1-0.3-0.3-0.3
Stereotopy head waving bouts, day 70.30.30.60.7-0.4-0.5-0.5
Stereotopy head waving duration, day 70.20.20.40.6-0.4-0.4-0.3
Locomotion velocity, session 80.00.00.1-0.0-0.1-0.4-0.1
Locomotion distance, session 80.30.40.80.1-0.5-0.9-0.6
Degree of sensitization distance0.20.20.70.30.00.50.8
Degree of sensitization stereotypy0.30.30.70.1-0.2-0.6-0.9
Conditioned locomotion0.00.00.1-0.30.1-0.10.3
Cocaine response after cond. corrected0.50.61.60.30.41.30.7
Cocaine response after cond. not corrected0.50.61.71.3-0.8-0.1-0.4
Cocaine response before conditioning4.55.47.91.8-2.3-2.8-2.2
Saline control response0.50.61.30.2-0.2-1.1-1.0
Bone: connectivity density0.10.20.5-0.70.4-0.2-0.4
Bone: cortical apparent density0.10.10.10.3-0.30.30.3
Bone: cortical area0.50.71.40.4-0.7-1.2-0.9
Bone: cortical porosity0.30.30.4-0.30.70.60.5
Bone: cortical porosity0.10.10.20.20.40.40.3
Bone: cortical thickness0.40.71.0-1.00.90.60.8
Bone: cortical thickness0.20.30.40.5-0.7-0.4-0.5
Bone: cortical tissue density0.10.10.10.3-0.30.40.3
Condit. Reinf. active minus inactive responses0.10.20.30.60.00.40.3
Condit. Reinf. active-inactive response ratio1.01.11.4-0.71.11.21.1
Condit. Reinf. active responses0.50.61.61.3-0.7-0.4-0.6
Condit. Reinf. inactive responses2.63.13.21.8-1.8-1.8-1.7
Incentive salience index mean0.30.40.90.9-0.7-0.3-0.3
Condit. Reinf. lever presses0.70.91.61.0-1.2-0.9-0.7
Condit. Reinf. active minus inactive responses2.83.64.91.5-1.9-2.2-2.0
Condit. Reinf. active-inactive response ratio3.23.74.31.8-2.0-2.1-1.8
Condit. Reinf. active responses2.43.35.21.1-1.7-2.3-1.9
Condit. Reinf. inactive responses0.10.10.2-0.50.1-0.4-0.3
Condit. Reinf. lever presses0.10.10.2-0.40.2-0.4-0.2
Condit. Reinf. lever reinforcers received3.24.46.81.3-2.0-2.6-2.3
Conditioned reinforcement - actives0.50.82.71.7-0.60.20.1
Conditioned reinforcement - inactives1.62.33.92.0-1.7-1.2-0.9
Conditioned locomotion0.20.31.01.0-0.10.40.3
Patch foraging indifference point 0 sec0.71.32.4-1.51.10.71.2
Patch foraging indifference point AUC0.40.50.7-0.30.80.80.8
Delay disc. indifference point, 0s delay0.60.72.1-1.40.1-0.8-0.1
Delay disc. indifference point, 16s delay0.91.02.4-0.00.81.50.9
Delay disc. indifference point, 2s delay0.40.40.8-0.90.30.50.8
Delay disc. indifference point, 24s delay0.60.71.5-0.10.71.20.9
Delay disc. indifference point, 4s delay0.10.10.20.1-0.4-0.3-0.4
Delay disc. indifference point, 8s delay1.01.21.8-1.40.70.91.3
Indifference point function ln k3.45.97.81.9-2.8-2.8-2.1
Indifference point function log k3.45.97.81.9-2.8-2.8-2.1
Patch foraging total patch changes 0 sec0.71.32.2-1.51.00.71.2
Patch foraging total patch changes 12 sec0.40.50.8-0.60.90.70.6
Patch foraging total patch changes 18 sec0.81.22.0-1.11.40.71.0
Patch foraging total patch changes 24 sec0.10.10.30.60.10.1-0.3
Patch foraging total patch changes 6 sec1.01.61.9-1.01.31.41.3
Patch foraging time to switch 0 sec1.53.06.7-0.31.92.61.2
Patch foraging water rate 0 sec0.30.71.80.0-0.8-1.4-0.5
Patch foraging water rate 12 sec0.81.63.70.3-1.5-1.9-0.7
Patch foraging water rate 18 sec0.20.40.80.1-0.8-0.9-0.1
Patch foraging water rate 24 sec0.50.71.60.4-0.9-1.3-0.7
Patch foraging water rate 6 sec6.39.210.03.1-3.1-3.2-2.7
Seeking ratio, delayed vs. immediate footshock0.81.03.3-1.80.3-0.70.2
Distance traveled before self-admin1.01.43.1-0.3-1.4-1.7-0.6
Distance traveled after self-admin1.72.17.0-2.60.9-0.20.9
Extensor digitorum longus weight0.20.60.70.8-0.8-0.7-0.8
Bone: elastic displacement1.51.72.1-1.51.31.01.4
Bone: elastic work0.10.10.3-0.5-0.1-0.30.0
Bone: endosteal estimation3.26.97.72.3-2.7-2.8-2.8
Bone: endosteal perimeter1.53.24.21.4-1.8-2.1-1.9
Epididymis fat weight0.00.10.30.40.20.6-0.2
Delta time in closed arm before/after self-admin0.10.10.3-0.50.3-0.1-0.1
Delta time in open arm before/after self-admin1.01.01.81.4-1.2-0.7-0.5
Diff in mean of infusions in LGA sessions0.20.20.5-0.60.20.10.7
Delay discount exponential model param0.70.81.11.1-0.6-0.8-1.0
Extinction: sum of active levers before priming0.10.10.2-0.50.3-0.2-0.2
Active lever presses in extinction session 60.50.51.41.2-0.20.6-0.2
Bone: final force2.23.53.91.6-2.0-2.0-1.9
Bone: final moment2.74.45.41.7-2.2-2.3-2.1
Food consumed during 24 hour testing period0.30.40.70.5-0.8-0.6-0.3
Glucose1.93.04.2-2.01.51.51.8
Heart weight0.50.81.91.4-1.1-0.4-0.3
Delay discount hyperbolic model param0.91.01.41.2-0.7-0.9-1.1
Intermittent access intake day 1-15 change0.51.02.61.6-1.0-0.4-0.4
Intermittent access intake escalation0.81.74.52.1-1.3-0.5-0.6
Intermittent access intake escalation 20.00.10.10.2-0.3-0.20.2
Intermitt. access day 1 inactive lever presses0.62.46.62.6-1.6-0.2-0.4
Intermitt. access day 15 inactive lever presses1.63.26.92.6-1.8-1.0-1.2
Intermitt. access escalation Index0.50.71.1-0.60.71.11.0
Intermittent access day 1 total infusions0.40.71.81.3-0.8-0.3-0.5
Intermittent access day 15 total infusions1.21.75.42.3-1.20.1-0.1
Intermittent access terminal intake (last 3 days)1.01.33.82.0-1.1-0.1-0.2
Intermittent access total infusions1.72.05.22.3-1.5-0.4-0.6
Intermittent access day 1 locomotion1.01.32.71.7-1.2-0.5-0.7
Intermittent access day 15 total locomotion0.40.71.41.1-1.2-0.50.1
Intermittent access total locomotion2.63.16.02.4-2.0-1.2-1.1
Intermittent access standard deviation0.40.91.9-0.30.61.11.4
Left kidney weight4.420.326.75.2-4.9-4.2-3.6
Right kidney weight4.118.827.25.2-4.6-3.8-3.4
Cocaine induced anxiety0.91.41.71.3-1.2-1.1-1.1
Post-drug Anxiety1.11.22.11.4-1.0-0.7-1.2
Baseline Anxiety0.40.51.0-1.00.70.60.4
Tail length2.39.012.23.5-3.3-2.7-2.3
Length with tail2.711.716.44.0-3.6-3.0-2.9
Length without tail1.96.011.13.3-2.3-1.7-2.2
Times rat made contact with spout0.30.30.8-0.90.70.30.2
Lifetime Intake1.31.64.12.0-1.3-0.4-0.6
Liver weight, left1.52.54.32.1-1.6-1.2-1.2
Liver weight, right0.00.00.0-0.1-0.10.10.2
Locomotor activity0.20.30.4-0.50.50.60.5
Locomotor testing distance0.00.00.10.30.00.2-0.0
Locomotor testing rearing0.20.30.50.7-0.5-0.7-0.5
Locomotion in novel chamber0.70.91.7-1.31.10.80.6
Locomotion in novel chamber post-restriction0.71.12.4-1.51.00.70.7
Fecal boli incidents, locomotor time 10.00.10.2-0.1-0.2-0.40.1
Change in fecal boli incidents, locomotor task2.72.73.2-1.81.61.51.6
Time >=10cm from walls, locomotor time 10.10.10.40.20.20.60.1
Bouts of movement, locomotor time 10.40.41.1-1.0-0.3-0.70.2
Total resting periods, locomotor time 10.30.31.2-1.10.0-0.30.4
Rest time, locomotor task time 10.81.01.30.7-1.0-1.1-1.1
Distance moved, locomotor task time 10.60.91.1-0.80.91.11.0
Vertical activity count, locomotor time 11.43.45.8-2.41.51.41.9
Time >=10cm from walls, locomotor time 20.30.40.7-0.30.80.80.3
Bouts of movement, locomotor time 20.10.10.2-0.50.0-0.2-0.4
Total resting periods, locomotor time 20.10.20.3-0.5-0.0-0.3-0.6
Rest time, locomotor task time 20.30.31.1-1.00.0-0.5-0.2
Distance moved, locomotor task time 20.00.00.0-0.00.20.20.1
Vertical activity count, locomotor time 20.20.20.6-0.80.40.20.5
Light reinforcement 10.10.20.3-0.6-0.1-0.5-0.2
Light reinforcement 20.50.71.0-0.60.91.00.8
Bone: marrow area3.27.07.72.3-2.7-2.8-2.8
Bone: maximum diameter0.50.91.50.8-0.9-1.2-0.9
Bone: maximum force2.03.54.31.4-1.9-2.1-2.0
Bone: maximum moment2.44.25.61.4-2.0-2.4-2.2
Mean time between licks in bursts0.30.81.1-1.10.70.80.9
Mean num. licks in bursts0.20.20.8-0.90.3-0.1-0.1
Cd content in liver1.21.31.71.2-1.3-1.2-0.9
Co content in liver0.70.81.21.1-1.1-0.8-0.5
Cu content in liver2.73.15.42.3-1.7-1.3-1.6
Fe content in liver0.91.13.01.7-0.9-0.4-0.7
K content in liver0.10.10.30.6-0.2-0.3-0.1
Mg content in liver0.10.10.40.60.00.20.2
Mn content in liver0.10.10.20.40.20.30.1
Na content in liver0.90.91.3-0.71.11.00.9
Rb content in liver3.43.95.52.4-2.0-1.8-1.8
Se content in liver1.61.92.6-0.91.41.61.5
Sr content in liver8.87.611.9-3.42.72.12.6
Zn content in liver0.30.30.70.70.20.80.4
Bone: minimum diameter2.44.47.11.4-1.9-2.7-2.2
Time in familiar zone, hab. session 12.92.84.40.6-1.9-2.1-1.6
Time in novel zone, hab. session 11.31.32.30.01.41.51.0
Total zone transitions, hab. session 11.62.33.80.8-1.5-2.0-1.5
Total locomotion distance, hab. session 10.20.40.8-0.6-0.4-0.9-0.3
Locomotion velocity, hab. session 10.20.20.5-0.5-0.4-0.7-0.2
Time in familiar zone, hab. session 22.22.42.71.6-1.6-1.2-1.7
Time in novel zone, hab. session 20.91.01.4-0.81.20.91.0
Total zone transitions, hab. session 21.62.14.50.7-1.4-2.1-1.1
Total locomotion distance, hab. session 20.50.61.8-1.30.3-0.30.6
Locomotion velocity, hab. session 20.60.82.2-1.50.4-0.20.8
Novel to familiar place preference ratio0.10.10.2-0.50.2-0.10.3
Novelty place preference0.00.00.1-0.1-0.2-0.4-0.0
Time in novel zone, NPP test0.10.10.20.0-0.2-0.4-0.1
Total zone transitions, NPP test0.10.10.4-0.1-0.3-0.6-0.2
Total locomotion distance, NPP test0.30.40.8-0.90.4-0.00.7
Locomotion velocity, NPP test0.20.30.8-0.90.3-0.20.6
Intraocular pressure0.10.10.20.3-0.1-0.2-0.4
Delta distance traveled before/after self-admin2.72.83.4-1.81.81.51.6
Delta ambulatory time before/after self-admin2.02.52.8-1.71.61.41.6
Parametrial fat weight2.66.27.0-2.52.42.42.6
Pavlov. Cond. lever latency0.00.00.1-0.10.30.1-0.0
Pavlov. Cond. magazine entry latency0.81.01.1-1.01.01.01.0
Pavlov. Cond. change in total contacts0.20.20.3-0.60.30.30.5
Pavlov. Cond. index score0.20.30.4-0.60.40.50.6
Pavlov. Cond. latency score0.30.30.5-0.60.40.50.7
Pavlov. Cond. lever contacts0.00.00.10.2-0.3-0.0-0.1
Pavlov. Cond. magazine entry number0.30.30.60.8-0.6-0.4-0.4
Pavlov. Cond. intertrial magazine entries0.10.10.3-0.0-0.2-0.6-0.3
Pavlov. Cond. lever-magazine prob. diff.0.30.30.5-0.60.40.60.7
Pavlov. Cond. response bias0.00.00.1-0.10.10.20.1
Pavlov. Cond. lever latency1.52.14.32.1-1.5-0.7-1.2
Pavlov. Cond. magazine entry latency2.12.53.2-1.81.81.31.4
Pavlov. Cond. change in total contacts0.20.41.2-1.10.4-0.5-0.2
Pavlov. Cond. index score0.81.12.4-1.51.20.50.7
Pavlov. Cond. latency score1.62.13.7-1.91.61.01.2
Pavlov. Cond. lever contacts1.01.43.1-1.71.20.40.9
Pavlov. Cond. magazine entry number1.01.32.31.5-1.3-0.9-0.7
Pavlov. Cond. intertrial magazine entries4.26.37.22.5-2.7-2.5-2.3
Pavlov. Cond. lever-magazine prob. diff.0.81.12.4-1.51.10.50.7
Pavlov. Cond. response bias0.30.41.3-1.10.6-0.20.1
Time in closed arm before self-admin0.50.61.51.2-1.0-0.20.0
Time in closed arm after self-admin0.10.10.30.5-0.3-0.1-0.3
Time in open arm before self-admin1.61.84.0-2.01.60.60.5
Time in open arm after self-admin0.20.20.5-0.70.40.00.1
Bone: periosteal estimation2.14.46.21.5-2.0-2.5-2.3
Bone: periosteal perimeter2.23.75.31.3-1.7-2.2-2.3
Bone: post-yield work2.84.25.72.0-1.8-1.9-2.4
Progressive ratio test 1 active lever presses0.50.71.00.7-0.9-1.0-0.7
Progressive ratio test 1 breakpoint0.50.60.90.6-0.9-1.0-0.6
Progressive ratio test 1 inactive lever presses2.73.96.42.5-2.2-1.4-1.4
Progressive ratio test 2 active lever presses0.91.03.31.8-0.80.10.0
Progressive ratio test 2 breakpoint1.01.23.92.0-0.90.1-0.1
Progressive ratio test 2 inactive lever presses2.64.27.72.8-2.3-1.5-1.3
Incentive Sensitization - Responses1.52.16.72.6-1.2-0.1-0.3
Incentive Sensitization - Breakpoint1.31.75.72.4-1.00.1-0.1
Sum of active levers in priming session hrs 5-60.30.30.7-0.50.20.40.8
Progressive ratio0.10.20.8-0.90.2-0.20.2
Food seeking constrained by brief footshock3.24.013.2-3.60.6-1.20.9
Seeking ratio, punishment vs. effort0.20.30.8-0.4-0.5-0.9-0.3
Retroperitoneal fat weight4.117.423.0-3.54.34.84.0
Reaction time number correct0.30.61.5-1.20.60.20.5
Reaction time mean minus median0.00.10.10.3-0.20.1-0.2
Reaction time mean minus median AUC0.00.10.20.4-0.2-0.1-0.4
Reaction time num false alarms0.10.10.30.3-0.10.30.6
Reaction time num false alarms AUC0.20.20.6-0.30.30.40.8
Reaction time trials correct on left0.30.61.5-1.20.60.20.5
Reaction time trials on left0.30.61.5-1.20.60.20.6
Reaction time mean0.91.53.31.8-1.3-0.4-0.9
Reaction time mean AUC0.50.82.11.5-0.90.0-0.5
Median of all reaction times1.01.53.51.9-1.2-0.4-0.9
Reaction time omissions0.00.10.1-0.20.10.10.4
Reaction time false alarm rate0.10.10.30.2-0.00.30.5
Reaction time premature initiation rate0.10.20.3-0.50.30.40.6
Reaction time premature initiations0.40.71.2-1.10.80.60.9
Std. dev. reaction times0.30.51.31.1-0.9-0.2-0.3
Reaction time trials completed0.30.61.5-1.20.60.20.6
Reaction time trials AUC0.30.61.4-1.20.70.30.6
Run reversals in cocaine runway, females0.20.20.50.70.10.60.2
Run reversals in cocaine runway, males0.30.30.50.7-0.4-0.3-0.7
Latency to leave start box in cocaine runway0.20.30.90.9-0.4-0.2-0.0
Latency to leave start box in cocaine runway, F0.10.10.20.30.30.30.5
Latency to leave start box in cocaine runway, M2.01.92.91.7-1.4-1.1-1.2
Std. dev. time between licks in bursts0.00.00.1-0.3-0.2-0.20.1
Total sessions with >9 infusions1.61.92.61.6-1.4-1.3-1.3
Short access day 1 total inactive lever presses1.41.84.52.1-1.3-0.6-0.9
Short access day 10 total inactive lever presses0.00.10.30.5-0.4-0.2-0.1
Short access day 1 total infusions0.20.30.50.7-0.5-0.3-0.5
Short access day 10 total infusions0.10.10.30.5-0.40.20.1
Short access total infusions0.00.00.10.3-0.10.10.0
Short access day 1 locomotion1.31.63.92.0-0.9-0.7-1.1
Short access day 10 total locomotion0.40.71.10.8-1.0-1.0-0.6
Short access total locomotion0.20.30.60.1-0.6-0.8-0.3
One hour access (0.3 mA shock)4.14.710.23.2-2.3-1.2-1.4
Compulsive drug intake2.32.74.52.1-1.7-1.2-1.4
One hour access (shock baseline)0.50.82.71.7-0.60.30.1
Social response proportion1.61.84.72.2-1.5-0.3-0.6
Social responses4.25.49.23.0-2.5-1.6-1.9
Social time2.53.55.21.2-2.2-2.3-1.5
Soleus weight0.00.00.1-0.2-0.00.1-0.1
Bone: stiffness2.43.94.42.1-2.0-1.9-1.9
Tibialis anterior weight1.03.34.1-2.01.91.81.6
Time to tail flick, vehicle, before self-admin0.10.10.1-0.1-0.3-0.20.2
Time to tail flick, vehicle, after self-admin0.70.92.31.5-0.8-0.4-0.9
Time to tail flick, test, before self-admin0.90.93.0-1.70.3-0.60.3
Time to tail flick, test, after self-admin0.30.40.7-0.50.80.50.5
Delta time to tail flick, vehicle, before/after SA0.40.40.91.0-0.3-0.1-0.7
Delta time to tail flick, test, before/after SA0.40.41.51.2-0.00.5-0.1
Tibia length3.08.410.02.7-2.9-3.2-2.8
Ambulatory time before self-admin1.01.53.4-0.1-1.3-1.8-1.0
Ambulatory time after self-admin0.91.03.3-1.80.3-0.60.5
Bone: tissue strength0.30.31.0-1.00.1-0.10.5
Total heroin consumption0.20.20.3-0.50.50.20.5
Bone: trabecular number0.20.41.1-1.10.5-0.1-0.4
Bone: trabecular spacing0.00.00.0-0.10.10.10.2
Bone: trabecular thickness0.00.00.10.3-0.10.0-0.2
Bone: trabecular tissue density0.81.22.60.10.91.61.2
Water consumed over 24 hours0.50.71.20.2-0.8-1.1-1.0
Number of responses in last shaping day0.80.92.91.7-0.60.3-0.2