Zfp513

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 IC gene expression Zfp513 0.36 0.28 6.8e-03 0.05 0.04 0.07 0.05 4.1e-03 1.1e-02 9.9e-04 4.5e-03
2 PL gene expression Zfp513 0.04 0.04 1.7e-04 0.03 0.04 0.04 0.04 1.3e-04 6.7e-05 8.2e-05 5.4e-05
3 NAcc gene expression Zfp513 0.05 0.04 1.0e-07 0.05 0.05 0.05 0.05 4.6e-08 4.8e-08 3.3e-08 3.4e-08
4 BLA gene expression Zfp513 0.1 0.1 4.2e-04 0.05 0.05 0.05 0.05 9.7e-04 1.4e-03 1.1e-03 1.1e-03

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 density4.48.29.23.0-3.02.92.4
Area under the delay curve0.10.20.5-0.7-0.30.20.1
BMI with tail0.31.12.0-1.40.8-0.9-0.9
BMI without tail0.31.41.9-0.41.3-1.3-1.4
Body weight2.310.011.1-3.33.1-3.0-3.1
Weight adjusted by age0.00.10.30.3-0.10.20.6
Bone surface3.26.411.93.5-2.42.31.5
Bone volume3.16.311.33.4-2.42.31.6
Breakpoint value in progressive ratio session0.40.81.3-0.7-0.70.91.1
Number of licking bursts0.00.10.10.3-0.30.2-0.2
Context. condit. distance diff. score0.00.00.0-0.1-0.00.00.0
Locomotion velocity, session 12.83.212.63.6-0.00.0-0.2
Locomotion distance, session 13.44.411.23.3-1.71.61.0
Locomotion velocity, session 20.20.30.60.00.5-0.5-0.7
Locomotion distance, session 20.91.35.02.2-0.10.1-0.1
Locomotion velocity, session 30.91.01.61.0-0.80.91.3
Locomotion distance, session 31.11.22.11.4-1.01.00.9
Stereotopy head waving bouts, day 31.61.93.30.3-1.41.51.8
Stereotopy head waving duration, day 30.20.20.6-0.4-0.30.30.8
Locomotion velocity, session 72.83.18.22.9-1.21.21.1
Locomotion distance, session 71.41.86.82.6-0.40.40.1
Stereotopy head waving bouts, day 70.10.10.5-0.7-0.10.10.1
Stereotopy head waving duration, day 70.50.61.3-1.1-0.50.50.8
Locomotion velocity, session 81.11.34.52.1-0.50.60.5
Locomotion distance, session 80.81.13.21.8-0.70.70.3
Degree of sensitization distance0.60.71.00.60.9-0.9-1.0
Degree of sensitization stereotypy0.70.82.4-1.60.5-0.5-0.5
Conditioned locomotion2.22.63.5-0.1-1.91.91.8
Cocaine response after cond. corrected0.30.50.8-0.1-0.90.80.6
Cocaine response after cond. not corrected0.91.31.90.7-1.41.31.0
Cocaine response before conditioning1.92.33.71.9-1.41.41.3
Saline control response0.50.71.00.6-1.00.90.8
Bone: connectivity density4.36.87.72.6-2.82.72.4
Bone: cortical apparent density0.30.40.70.4-0.80.80.5
Bone: cortical area0.71.11.41.2-1.21.10.5
Bone: cortical porosity1.11.21.40.9-1.11.11.2
Bone: cortical porosity1.41.51.61.2-1.21.21.3
Bone: cortical thickness0.10.20.70.8-0.20.1-0.5
Bone: cortical thickness1.51.92.51.6-1.41.41.1
Bone: cortical tissue density0.20.30.40.4-0.70.70.4
Condit. Reinf. active minus inactive responses0.50.60.8-0.40.8-0.9-0.9
Condit. Reinf. active-inactive response ratio0.80.81.0-1.00.9-1.0-0.7
Condit. Reinf. active responses0.10.10.20.2-0.40.40.1
Condit. Reinf. inactive responses1.31.62.21.1-1.51.51.0
Incentive salience index mean0.00.00.10.4-0.10.1-0.0
Condit. Reinf. lever presses0.50.81.00.8-1.00.90.7
Condit. Reinf. active minus inactive responses2.64.06.0-1.1-2.12.12.5
Condit. Reinf. active-inactive response ratio1.01.52.8-1.7-1.01.01.1
Condit. Reinf. active responses2.43.45.7-0.3-2.02.02.4
Condit. Reinf. inactive responses1.21.82.31.1-1.41.41.5
Condit. Reinf. lever presses1.52.12.7-0.9-1.61.61.5
Condit. Reinf. lever reinforcers received2.23.15.2-0.3-1.91.92.3
Conditioned reinforcement - actives0.41.63.60.0-1.11.31.9
Conditioned reinforcement - inactives1.85.07.62.8-2.11.92.1
Conditioned locomotion1.32.06.72.6-0.10.31.0
Patch foraging indifference point 0 sec0.10.40.7-0.10.7-0.9-0.5
Patch foraging indifference point AUC1.53.57.62.8-1.61.61.0
Delay disc. indifference point, 0s delay2.83.14.5-1.11.8-1.9-2.1
Delay disc. indifference point, 16s delay0.40.52.1-1.4-0.30.20.1
Delay disc. indifference point, 2s delay0.30.40.80.90.4-0.4-0.5
Delay disc. indifference point, 24s delay2.33.712.8-3.6-0.90.90.8
Delay disc. indifference point, 4s delay0.10.10.20.5-0.20.1-0.1
Delay disc. indifference point, 8s delay0.20.41.6-1.3-0.10.10.1
Indifference point function ln k0.00.10.4-0.6-0.1-0.00.2
Indifference point function log k0.00.10.4-0.6-0.1-0.00.2
Patch foraging total patch changes 0 sec0.10.40.70.20.6-0.8-0.6
Patch foraging total patch changes 12 sec0.70.91.20.41.1-1.1-1.0
Patch foraging total patch changes 18 sec0.20.41.71.30.1-0.1-0.3
Patch foraging total patch changes 24 sec0.31.01.10.81.1-1.0-1.1
Patch foraging total patch changes 6 sec0.30.51.71.30.3-0.3-0.1
Patch foraging time to switch 0 sec0.41.45.3-2.30.4-0.30.0
Patch foraging water rate 0 sec0.10.52.01.4-0.30.20.1
Patch foraging water rate 12 sec0.41.72.2-0.81.5-1.4-1.4
Patch foraging water rate 18 sec0.30.71.0-0.61.0-1.0-0.7
Patch foraging water rate 24 sec2.94.17.1-2.71.9-1.8-1.5
Patch foraging water rate 6 sec1.01.51.8-0.81.4-1.3-1.3
Seeking ratio, delayed vs. immediate footshock1.92.811.13.30.1-0.20.1
Distance traveled before self-admin0.10.20.6-0.80.00.1-0.5
Distance traveled after self-admin1.22.23.6-1.21.4-1.3-1.9
Extensor digitorum longus weight3.313.017.90.5-4.24.24.0
Bone: elastic displacement0.50.61.0-0.8-0.70.71.0
Bone: elastic work0.81.01.2-0.8-1.11.01.1
Bone: endosteal estimation0.61.51.81.1-1.31.31.1
Bone: endosteal perimeter0.20.40.7-0.1-0.80.80.6
Epididymis fat weight10.552.962.6-6.47.9-7.7-7.0
Delta time in closed arm before/after self-admin0.60.52.0-1.4-0.10.20.0
Delta time in open arm before/after self-admin0.10.10.30.1-0.30.20.6
Diff in mean of infusions in LGA sessions0.20.31.01.00.00.20.2
Delay discount exponential model param0.20.30.40.70.6-0.5-0.4
Extinction: sum of active levers before priming0.20.30.4-0.5-0.40.60.6
Active lever presses in extinction session 60.70.71.70.6-0.50.71.3
Bone: final force0.10.20.30.6-0.50.50.2
Bone: final moment0.20.30.50.7-0.60.50.2
Food consumed during 24 hour testing period0.20.30.70.8-0.60.50.3
Glucose0.20.40.50.70.5-0.5-0.6
Heart weight2.13.45.50.62.0-2.0-2.3
Delay discount hyperbolic model param0.10.10.20.20.4-0.4-0.3
Intermittent access intake day 1-15 change0.00.10.40.1-0.20.60.1
Intermittent access intake escalation0.00.00.1-0.10.10.3-0.2
Intermittent access intake escalation 21.11.86.82.6-0.10.4-0.3
Intermitt. access day 1 inactive lever presses0.22.44.42.1-1.31.11.4
Intermitt. access day 15 inactive lever presses2.714.331.55.6-3.32.92.6
Intermitt. access escalation Index0.30.82.41.60.3-0.3-0.8
Intermittent access day 1 total infusions1.54.56.41.8-2.22.02.5
Intermittent access day 15 total infusions0.92.12.41.3-1.41.61.5
Intermittent access terminal intake (last 3 days)1.62.83.31.4-1.61.81.8
Intermittent access total infusions1.61.93.7-0.6-1.31.41.9
Intermittent access day 1 locomotion0.91.62.80.2-1.31.31.7
Intermittent access day 15 total locomotion0.10.40.80.9-0.40.40.7
Intermittent access total locomotion0.20.30.9-0.0-0.30.41.0
Intermittent access standard deviation0.41.93.11.8-1.11.21.3
Left kidney weight0.00.31.2-1.10.3-0.3-0.1
Right kidney weight0.53.67.3-2.71.6-1.5-1.5
Cocaine induced anxiety0.41.03.01.7-0.60.70.5
Post-drug Anxiety0.91.11.6-0.61.1-1.1-1.3
Baseline Anxiety2.94.97.1-2.72.0-2.1-1.9
Tail length0.31.42.2-0.21.5-1.2-1.3
Length with tail1.88.29.9-2.63.2-2.9-2.8
Length without tail0.52.74.7-2.21.5-1.5-1.3
Times rat made contact with spout1.41.62.3-0.6-1.51.51.2
Lifetime Intake1.72.24.3-0.0-1.51.42.1
Liver weight, left2.84.96.7-0.92.5-2.6-2.4
Liver weight, right7.913.818.0-1.94.2-4.2-4.0
Locomotor activity0.40.61.0-1.00.8-0.8-0.6
Locomotor testing distance0.10.20.4-0.6-0.30.40.6
Locomotor testing rearing0.41.42.3-1.4-0.70.91.5
Locomotion in novel chamber0.81.13.9-2.00.5-0.50.1
Locomotion in novel chamber post-restriction1.75.26.1-2.42.5-2.4-1.8
Fecal boli incidents, locomotor time 10.20.40.8-0.9-0.60.50.6
Change in fecal boli incidents, locomotor task3.33.54.6-1.02.1-2.1-2.0
Time >=10cm from walls, locomotor time 11.82.28.3-2.90.4-0.3-0.3
Bouts of movement, locomotor time 11.31.72.3-1.1-1.51.51.1
Total resting periods, locomotor time 11.71.92.7-0.8-1.61.61.3
Rest time, locomotor task time 10.00.00.10.30.2-0.2-0.1
Distance moved, locomotor task time 10.61.62.7-1.71.1-1.1-1.1
Vertical activity count, locomotor time 10.21.43.8-2.00.7-0.7-0.8
Time >=10cm from walls, locomotor time 20.10.30.70.9-0.40.50.4
Bouts of movement, locomotor time 20.10.41.1-1.10.2-0.2-0.6
Total resting periods, locomotor time 20.00.10.1-0.3-0.20.2-0.3
Rest time, locomotor task time 21.32.24.22.1-1.31.31.1
Distance moved, locomotor task time 21.01.31.8-1.31.1-1.1-1.0
Vertical activity count, locomotor time 20.51.12.6-1.60.8-0.8-0.7
Light reinforcement 11.67.18.02.7-2.82.82.2
Light reinforcement 22.55.69.33.1-2.32.31.6
Bone: marrow area0.61.41.71.0-1.31.31.1
Bone: maximum diameter0.91.92.80.9-1.71.61.2
Bone: maximum force0.10.20.40.3-0.60.60.4
Bone: maximum moment0.20.30.60.4-0.80.70.5
Mean time between licks in bursts0.52.93.8-0.51.9-2.0-1.9
Mean num. licks in bursts0.10.30.5-0.7-0.40.40.5
Cd content in liver0.00.00.00.0-0.00.1-0.0
Co content in liver4.55.37.51.1-2.72.72.2
Cu content in liver0.10.10.20.1-0.30.30.4
Fe content in liver1.11.42.71.0-0.91.01.6
K content in liver2.52.48.02.8-0.80.90.3
Mg content in liver1.71.85.72.4-0.90.90.3
Mn content in liver0.70.82.71.6-0.30.30.4
Na content in liver1.11.23.11.7-0.80.80.8
Rb content in liver0.10.10.20.5-0.10.10.2
Se content in liver0.20.20.60.80.4-0.30.0
Sr content in liver0.30.20.3-0.60.4-0.4-0.5
Zn content in liver0.70.81.10.90.9-0.8-1.1
Bone: minimum diameter0.10.31.01.00.1-0.1-0.4
Time in familiar zone, hab. session 10.40.40.6-0.00.7-0.7-0.8
Time in novel zone, hab. session 10.70.81.5-1.20.9-0.9-0.3
Total zone transitions, hab. session 10.10.10.20.5-0.40.40.1
Total locomotion distance, hab. session 10.40.61.91.4-0.50.50.2
Locomotion velocity, hab. session 11.21.83.11.8-1.31.30.8
Time in familiar zone, hab. session 20.10.10.20.5-0.10.1-0.1
Time in novel zone, hab. session 20.60.71.1-1.00.8-0.8-0.5
Total zone transitions, hab. session 20.30.31.01.0-0.40.30.0
Total locomotion distance, hab. session 20.50.72.01.4-0.60.60.1
Locomotion velocity, hab. session 20.60.81.71.3-0.80.80.3
Novel to familiar place preference ratio1.01.31.6-1.31.1-1.1-1.2
Novelty place preference1.51.92.0-1.41.4-1.4-1.4
Time in novel zone, NPP test1.82.22.4-1.61.5-1.5-1.4
Total zone transitions, NPP test1.62.43.61.9-1.51.51.3
Total locomotion distance, NPP test1.82.52.91.5-1.71.71.5
Locomotion velocity, NPP test2.73.94.81.6-2.22.21.8
Intraocular pressure5.59.010.1-3.22.9-3.1-2.8
Delta distance traveled before/after self-admin1.01.11.50.31.1-1.2-1.2
Delta ambulatory time before/after self-admin0.20.41.11.00.2-0.3-0.5
Parametrial fat weight8.720.534.1-0.64.8-4.9-5.8
Pavlov. Cond. lever latency2.22.74.5-2.11.6-1.6-1.2
Pavlov. Cond. magazine entry latency0.50.72.41.5-0.40.40.3
Pavlov. Cond. change in total contacts0.30.31.01.0-0.30.20.1
Pavlov. Cond. index score1.72.15.62.4-1.11.00.7
Pavlov. Cond. latency score1.72.26.02.4-1.11.00.7
Pavlov. Cond. lever contacts1.72.04.12.0-1.31.20.9
Pavlov. Cond. magazine entry number1.51.95.7-2.40.9-0.8-0.6
Pavlov. Cond. intertrial magazine entries1.01.21.6-0.8-1.21.11.3
Pavlov. Cond. lever-magazine prob. diff.1.92.44.42.1-1.41.41.1
Pavlov. Cond. response bias2.02.54.72.2-1.41.41.2
Pavlov. Cond. lever latency1.11.51.90.91.3-1.4-1.2
Pavlov. Cond. magazine entry latency0.40.61.51.2-0.60.60.4
Pavlov. Cond. change in total contacts0.40.91.2-1.1-0.90.90.8
Pavlov. Cond. index score0.71.11.5-0.0-1.21.21.1
Pavlov. Cond. latency score0.71.11.60.3-1.21.31.0
Pavlov. Cond. lever contacts0.81.21.5-1.2-1.11.11.0
Pavlov. Cond. magazine entry number0.10.10.3-0.10.5-0.5-0.3
Pavlov. Cond. intertrial magazine entries2.35.05.9-1.92.4-2.4-2.2
Pavlov. Cond. lever-magazine prob. diff.0.50.71.10.1-1.01.00.8
Pavlov. Cond. response bias1.21.72.2-0.8-1.51.51.4
Time in closed arm before self-admin0.50.91.30.61.1-1.1-0.9
Time in closed arm after self-admin1.11.21.8-0.81.3-1.3-0.9
Time in open arm before self-admin0.30.41.5-1.2-0.20.4-0.1
Time in open arm after self-admin1.21.31.80.8-1.31.31.1
Bone: periosteal estimation0.92.22.91.4-1.71.61.1
Bone: periosteal perimeter0.30.61.00.1-1.01.00.6
Bone: post-yield work0.61.01.4-0.4-1.11.11.2
Progressive ratio test 1 active lever presses0.71.22.60.1-1.10.91.6
Progressive ratio test 1 breakpoint0.71.22.6-0.2-1.10.91.6
Progressive ratio test 1 inactive lever presses1.43.75.81.2-2.01.92.4
Progressive ratio test 2 active lever presses0.20.30.7-0.6-0.20.30.8
Progressive ratio test 2 breakpoint0.20.20.5-0.5-0.10.30.7
Progressive ratio test 2 inactive lever presses0.82.53.51.9-1.31.41.7
Incentive Sensitization - Responses0.00.10.3-0.1-0.20.50.4
Incentive Sensitization - Breakpoint0.10.10.20.4-0.10.40.3
Sum of active levers in priming session hrs 5-61.41.33.81.9-0.80.80.4
Progressive ratio0.00.10.40.60.0-0.30.1
Food seeking constrained by brief footshock4.55.68.12.8-2.02.02.5
Seeking ratio, punishment vs. effort0.20.40.70.5-0.60.80.7
Retroperitoneal fat weight16.272.594.3-3.79.7-9.7-9.4
Reaction time number correct0.30.91.21.1-1.11.00.7
Reaction time mean minus median0.00.00.00.10.1-0.10.1
Reaction time mean minus median AUC0.00.10.10.10.3-0.4-0.3
Reaction time num false alarms0.00.00.10.2-0.1-0.0-0.3
Reaction time num false alarms AUC0.00.00.10.2-0.10.0-0.4
Reaction time trials correct on left0.30.91.21.1-1.11.00.7
Reaction time trials on left0.31.01.31.2-1.11.00.7
Reaction time mean0.61.42.2-0.21.2-1.4-1.5
Reaction time mean AUC0.51.21.80.21.1-1.3-1.3
Median of all reaction times1.01.62.8-0.31.3-1.4-1.7
Reaction time omissions0.40.72.51.6-0.30.30.3
Reaction time false alarm rate0.10.20.40.00.4-0.5-0.7
Reaction time premature initiation rate0.10.20.50.30.7-0.5-0.3
Reaction time premature initiations0.00.10.60.70.10.10.0
Std. dev. reaction times0.10.40.60.50.6-0.7-0.7
Reaction time trials completed0.31.01.31.2-1.11.00.7
Reaction time trials AUC0.31.21.51.1-1.21.10.8
Run reversals in cocaine runway, females0.20.20.6-0.80.3-0.3-0.3
Run reversals in cocaine runway, males3.03.413.3-3.6-0.00.00.3
Latency to leave start box in cocaine runway0.81.12.41.6-0.70.90.8
Latency to leave start box in cocaine runway, F0.20.20.40.2-0.40.70.4
Latency to leave start box in cocaine runway, M1.21.24.52.1-0.20.20.4
Std. dev. time between licks in bursts0.20.41.21.10.1-0.1-0.6
Total sessions with >9 infusions0.50.71.8-0.1-0.70.71.3
Short access day 1 total inactive lever presses5.110.212.43.5-3.23.03.0
Short access day 10 total inactive lever presses0.64.14.61.9-2.11.92.0
Short access day 1 total infusions2.24.36.81.5-2.02.02.6
Short access day 10 total infusions1.11.83.30.2-1.51.31.8
Short access total infusions0.81.22.50.5-1.00.91.6
Short access day 1 locomotion1.52.64.70.8-1.51.62.2
Short access day 10 total locomotion0.51.92.21.5-1.31.21.4
Short access total locomotion0.10.20.50.4-0.20.10.7
One hour access (0.3 mA shock)1.11.41.51.2-1.21.11.2
Compulsive drug intake0.91.32.2-1.50.6-0.9-1.3
One hour access (shock baseline)0.71.92.81.0-1.31.51.7
Social response proportion0.20.30.40.30.6-0.6-0.5
Social responses0.30.41.11.10.2-0.3-0.4
Social time1.01.55.02.20.7-0.6-0.6
Soleus weight3.39.814.20.8-3.73.83.2
Bone: stiffness0.00.00.1-0.2-0.20.2-0.1
Tibialis anterior weight2.79.413.31.0-3.63.63.2
Time to tail flick, vehicle, before self-admin1.21.52.2-1.51.3-1.2-0.7
Time to tail flick, vehicle, after self-admin2.34.75.6-2.02.3-2.4-2.0
Time to tail flick, test, before self-admin0.10.20.4-0.7-0.00.10.4
Time to tail flick, test, after self-admin0.10.20.50.7-0.10.20.2
Delta time to tail flick, vehicle, before/after SA0.00.10.10.00.2-0.3-0.3
Delta time to tail flick, test, before/after SA1.41.72.41.6-1.31.30.9
Tibia length1.95.37.30.12.6-2.7-2.7
Ambulatory time before self-admin0.00.10.4-0.6-0.10.2-0.3
Ambulatory time after self-admin0.71.12.3-0.61.0-0.9-1.5
Bone: tissue strength1.71.74.0-2.01.0-1.0-1.0
Total heroin consumption2.32.73.81.2-1.72.01.6
Bone: trabecular number3.56.58.83.0-2.62.52.1
Bone: trabecular spacing3.85.59.2-3.02.2-2.1-1.8
Bone: trabecular thickness1.41.94.62.1-1.11.10.8
Bone: trabecular tissue density0.20.40.60.4-0.80.80.6
Water consumed over 24 hours0.40.81.11.1-1.00.90.4
Number of responses in last shaping day0.10.20.4-0.3-0.20.40.6