Zfp551

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 NAcc gene expression Zfp551 0.04 0.03 3.5e-03 0 0.01 0 0 1.5e-01 2.4e-02 3.2e-01 9.9e-02
2 Brain gene expression Zfp551 0.25 0.15 7.0e-04 0.03 0.04 0.03 0.03 3.6e-04 5.3e-05 5.2e-04 3.3e-04
3 PL gene expression Zfp551 0.06 0.06 1.8e-03 0.02 0.03 0.02 0.02 3.0e-03 4.4e-04 4.5e-03 3.5e-03
4 pVTA gene expression Zfp551 0.41 0.18 2.3e-13 0.14 0.18 0.17 0.17 2.3e-11 3.4e-14 2.1e-13 2.3e-13

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 density0.10.10.2-0.4-0.3-0.4-0.4
Area under the delay curve0.10.10.40.3-0.60.2-0.1
BMI with tail0.31.01.71.30.11.20.8
BMI without tail0.00.00.1-0.00.30.00.3
Body weight0.31.22.0-1.31.4-1.00.5
Weight adjusted by age0.51.41.7-1.3-0.9-1.3-1.2
Bone surface0.81.63.3-1.80.5-1.6-0.5
Bone volume0.61.22.4-1.50.7-1.3-0.3
Breakpoint value in progressive ratio session0.10.30.50.70.10.70.4
Number of licking bursts0.00.10.20.20.40.30.3
Context. condit. distance diff. score0.30.40.9-0.3-0.9-0.4-0.7
Locomotion velocity, session 13.84.36.2-1.6-2.3-1.8-2.5
Locomotion distance, session 14.35.66.8-2.6-1.7-2.6-2.4
Locomotion velocity, session 21.11.31.9-0.7-1.4-0.9-1.4
Locomotion distance, session 21.52.13.2-1.8-0.6-1.7-1.4
Locomotion velocity, session 30.00.00.00.0-0.1-0.0-0.2
Locomotion distance, session 31.01.21.3-1.0-1.1-1.1-1.2
Stereotopy head waving bouts, day 30.30.30.40.50.60.60.6
Stereotopy head waving duration, day 30.30.30.40.50.60.60.5
Locomotion velocity, session 70.20.30.4-0.5-0.3-0.6-0.6
Locomotion distance, session 70.40.50.8-0.6-0.8-0.7-0.9
Stereotopy head waving bouts, day 70.20.30.70.20.80.30.6
Stereotopy head waving duration, day 70.10.20.40.00.70.10.4
Locomotion velocity, session 81.11.42.0-0.8-1.4-1.0-1.4
Locomotion distance, session 81.01.41.8-1.1-1.2-1.2-1.3
Degree of sensitization distance0.00.00.00.00.10.00.0
Degree of sensitization stereotypy0.10.10.20.20.40.30.4
Conditioned locomotion0.70.91.3-0.7-1.1-0.8-1.1
Cocaine response after cond. corrected3.35.05.52.22.12.32.2
Cocaine response after cond. not corrected1.11.63.10.71.80.91.4
Cocaine response before conditioning4.35.29.0-3.0-0.8-2.9-1.8
Saline control response1.62.22.9-1.2-1.6-1.3-1.7
Bone: connectivity density0.10.10.40.0-0.6-0.0-0.4
Bone: cortical apparent density0.10.20.4-0.3-0.4-0.4-0.6
Bone: cortical area0.71.11.9-1.4-0.4-1.3-0.8
Bone: cortical porosity0.30.30.60.80.10.70.4
Bone: cortical porosity0.50.50.60.80.60.80.8
Bone: cortical thickness0.30.41.1-0.1-1.0-0.3-0.7
Bone: cortical thickness0.30.40.5-0.6-0.5-0.6-0.7
Bone: cortical tissue density0.10.10.3-0.3-0.3-0.3-0.5
Condit. Reinf. active minus inactive responses0.30.30.40.50.60.60.5
Condit. Reinf. active-inactive response ratio0.60.71.31.10.21.10.6
Condit. Reinf. active responses0.10.20.6-0.00.80.10.3
Condit. Reinf. inactive responses0.91.22.3-1.50.2-1.4-0.7
Incentive salience index mean0.00.00.1-0.20.3-0.2-0.1
Condit. Reinf. lever presses0.40.61.1-1.0-0.2-1.0-0.7
Condit. Reinf. active minus inactive responses1.72.64.6-2.1-0.4-2.0-1.2
Condit. Reinf. active-inactive response ratio1.01.63.3-1.80.5-1.6-0.6
Condit. Reinf. active responses2.84.06.0-2.5-1.1-2.4-1.8
Condit. Reinf. inactive responses0.71.01.4-0.8-1.2-0.9-1.0
Condit. Reinf. lever presses0.00.10.1-0.3-0.0-0.30.1
Condit. Reinf. lever reinforcers received3.24.46.9-2.6-1.0-2.6-1.8
Conditioned reinforcement - actives0.20.81.90.31.40.51.0
Conditioned reinforcement - inactives0.61.63.0-1.70.0-1.6-0.8
Conditioned locomotion0.30.40.80.30.90.40.7
Patch foraging indifference point 0 sec0.61.63.8-0.5-1.9-0.7-1.3
Patch foraging indifference point AUC0.41.01.51.20.61.20.9
Delay disc. indifference point, 0s delay2.83.14.9-1.3-2.2-1.5-1.9
Delay disc. indifference point, 16s delay2.63.74.21.81.81.92.0
Delay disc. indifference point, 2s delay0.30.41.1-0.1-1.0-0.2-0.6
Delay disc. indifference point, 24s delay1.01.51.91.31.01.41.2
Delay disc. indifference point, 4s delay0.00.00.1-0.30.0-0.2-0.0
Delay disc. indifference point, 8s delay0.20.31.0-0.1-1.0-0.3-0.5
Indifference point function ln k2.47.411.7-3.4-1.2-3.3-2.3
Indifference point function log k2.47.411.7-3.4-1.2-3.3-2.3
Patch foraging total patch changes 0 sec0.51.63.7-0.5-1.9-0.7-1.3
Patch foraging total patch changes 12 sec0.40.50.80.90.20.90.6
Patch foraging total patch changes 18 sec0.10.20.50.5-0.70.4-0.2
Patch foraging total patch changes 24 sec0.41.41.91.01.41.11.3
Patch foraging total patch changes 6 sec0.40.71.31.1-0.01.10.6
Patch foraging time to switch 0 sec3.915.016.73.93.54.14.0
Patch foraging water rate 0 sec1.14.24.5-2.0-2.0-2.1-2.1
Patch foraging water rate 12 sec2.39.310.8-3.2-2.6-3.3-3.0
Patch foraging water rate 18 sec1.94.24.5-2.0-1.9-2.1-2.1
Patch foraging water rate 24 sec1.82.52.9-1.7-1.3-1.7-1.6
Patch foraging water rate 6 sec2.33.36.7-2.60.5-2.3-1.0
Seeking ratio, delayed vs. immediate footshock3.14.46.9-1.6-2.6-1.8-2.2
Distance traveled before self-admin4.710.210.9-3.2-3.1-3.3-3.3
Distance traveled after self-admin3.25.710.8-1.5-3.3-1.8-2.6
Extensor digitorum longus weight0.10.30.7-0.30.9-0.20.6
Bone: elastic displacement0.20.20.60.3-0.80.2-0.3
Bone: elastic work0.91.21.3-1.1-1.1-1.1-1.0
Bone: endosteal estimation0.61.42.8-1.70.9-1.4-0.1
Bone: endosteal perimeter0.51.22.6-1.60.4-1.4-0.4
Epididymis fat weight0.73.34.91.32.21.52.0
Delta time in closed arm before/after self-admin0.00.00.00.2-0.20.1-0.0
Delta time in open arm before/after self-admin0.80.91.7-1.3-0.2-1.2-0.8
Diff in mean of infusions in LGA sessions0.91.62.3-1.0-1.5-1.2-1.3
Delay discount exponential model param0.10.10.3-0.20.6-0.10.1
Extinction: sum of active levers before priming0.10.10.3-0.0-0.5-0.1-0.4
Active lever presses in extinction session 63.63.65.21.52.31.72.0
Bone: final force1.11.83.4-1.8-0.1-1.7-0.9
Bone: final moment1.62.74.8-2.2-0.3-2.1-1.2
Food consumed during 24 hour testing period0.40.71.4-1.2-0.0-1.1-0.5
Glucose0.50.72.10.5-1.50.3-0.6
Heart weight0.20.30.6-0.60.8-0.50.3
Delay discount hyperbolic model param0.10.20.6-0.10.8-0.00.2
Intermittent access intake day 1-15 change0.00.20.5-0.50.7-0.40.1
Intermittent access intake escalation0.10.41.2-0.51.1-0.40.3
Intermittent access intake escalation 20.40.70.8-0.8-0.7-0.9-0.8
Intermitt. access day 1 inactive lever presses0.10.82.5-0.41.6-0.20.7
Intermitt. access day 15 inactive lever presses0.21.13.2-0.51.8-0.30.8
Intermitt. access escalation Index0.10.20.50.7-0.00.60.3
Intermittent access day 1 total infusions0.10.30.9-0.10.90.00.5
Intermittent access day 15 total infusions0.40.92.7-0.11.60.10.9
Intermittent access terminal intake (last 3 days)0.30.51.5-0.31.2-0.10.6
Intermittent access total infusions0.50.62.0-0.41.4-0.20.6
Intermittent access day 1 locomotion0.20.30.9-0.50.9-0.40.3
Intermittent access day 15 total locomotion0.51.92.9-1.7-0.7-1.7-1.3
Intermittent access total locomotion0.81.01.9-1.40.7-1.2-0.3
Intermittent access standard deviation0.00.10.20.1-0.40.1-0.2
Left kidney weight0.97.415.3-3.91.1-3.4-1.0
Right kidney weight0.85.810.8-3.32.2-2.70.0
Cocaine induced anxiety0.20.40.8-0.90.5-0.8-0.2
Post-drug Anxiety0.60.72.00.11.40.20.8
Baseline Anxiety0.30.40.80.90.10.80.5
Tail length0.73.87.9-2.80.7-2.5-0.8
Length with tail0.73.24.9-2.22.2-1.70.5
Length without tail0.84.112.0-0.23.50.32.1
Times rat made contact with spout0.10.10.10.4-0.10.30.2
Lifetime Intake0.40.61.7-0.21.3-0.00.7
Liver weight, left0.30.61.1-1.00.7-0.80.0
Liver weight, right0.10.20.2-0.4-0.5-0.4-0.4
Locomotor activity0.20.40.50.60.40.60.7
Locomotor testing distance0.41.01.40.71.20.81.2
Locomotor testing rearing0.00.20.4-0.20.6-0.10.5
Locomotion in novel chamber0.20.30.60.8-0.20.70.3
Locomotion in novel chamber post-restriction0.10.30.70.8-0.20.70.4
Fecal boli incidents, locomotor time 10.10.40.6-0.7-0.4-0.7-0.5
Change in fecal boli incidents, locomotor task0.60.71.21.1-0.80.9-0.0
Time >=10cm from walls, locomotor time 10.30.30.40.60.60.60.6
Bouts of movement, locomotor time 13.95.06.3-1.9-2.5-2.1-2.4
Total resting periods, locomotor time 11.92.23.3-1.1-1.8-1.3-1.6
Rest time, locomotor task time 10.20.30.6-0.80.3-0.7-0.2
Distance moved, locomotor task time 10.10.30.60.8-0.40.70.1
Vertical activity count, locomotor time 10.31.85.60.1-2.4-0.2-1.3
Time >=10cm from walls, locomotor time 20.41.21.71.30.71.30.9
Bouts of movement, locomotor time 20.00.00.0-0.1-0.0-0.1-0.0
Total resting periods, locomotor time 20.00.10.1-0.3-0.3-0.3-0.3
Rest time, locomotor task time 20.50.81.2-0.8-1.1-0.8-0.9
Distance moved, locomotor task time 20.00.00.10.3-0.10.30.1
Vertical activity count, locomotor time 20.20.41.0-0.2-1.0-0.3-0.6
Light reinforcement 10.62.74.6-1.0-2.1-1.2-1.9
Light reinforcement 20.20.40.80.7-0.90.5-0.4
Bone: marrow area0.61.42.8-1.70.9-1.4-0.1
Bone: maximum diameter0.30.61.3-1.10.3-1.0-0.2
Bone: maximum force0.91.83.7-1.90.1-1.8-0.7
Bone: maximum moment1.42.65.1-2.3-0.2-2.1-1.0
Mean time between licks in bursts0.10.41.30.1-1.1-0.1-0.6
Mean num. licks in bursts0.00.00.0-0.0-0.2-0.00.0
Cd content in liver0.50.51.0-1.00.3-0.9-0.4
Co content in liver0.81.01.3-1.1-0.4-1.1-1.1
Cu content in liver0.30.30.5-0.70.6-0.6-0.3
Fe content in liver0.20.31.0-0.11.00.00.4
K content in liver0.00.00.10.00.40.10.2
Mg content in liver0.70.81.00.81.00.80.9
Mn content in liver0.60.70.90.70.90.80.9
Na content in liver0.80.91.81.40.11.30.6
Rb content in liver0.60.71.8-0.81.3-0.60.4
Se content in liver1.21.42.61.60.11.50.9
Sr content in liver2.72.37.00.8-2.70.4-1.2
Zn content in liver2.12.52.71.51.61.61.6
Bone: minimum diameter1.52.95.5-2.3-0.3-2.2-1.1
Time in familiar zone, hab. session 15.05.56.9-2.6-1.8-2.6-2.3
Time in novel zone, hab. session 12.93.24.22.01.42.01.6
Total zone transitions, hab. session 13.34.65.8-2.1-1.9-2.2-2.4
Total locomotion distance, hab. session 12.63.74.6-1.6-2.2-1.8-2.1
Locomotion velocity, hab. session 11.82.53.1-1.3-1.7-1.5-1.8
Time in familiar zone, hab. session 20.60.71.9-0.61.4-0.40.6
Time in novel zone, hab. session 20.30.40.80.9-0.30.80.1
Total zone transitions, hab. session 23.64.75.9-2.4-1.6-2.4-2.1
Total locomotion distance, hab. session 22.02.64.1-1.2-2.0-1.4-1.7
Locomotion velocity, hab. session 22.33.15.2-1.2-2.3-1.4-1.9
Novel to familiar place preference ratio0.00.00.1-0.2-0.3-0.2-0.1
Novelty place preference0.10.10.2-0.4-0.2-0.4-0.2
Time in novel zone, NPP test0.00.10.1-0.3-0.0-0.3-0.0
Total zone transitions, NPP test1.21.82.1-1.2-1.4-1.3-1.4
Total locomotion distance, NPP test0.81.11.7-0.9-1.3-1.0-1.0
Locomotion velocity, NPP test1.31.82.6-1.1-1.6-1.2-1.4
Intraocular pressure0.00.00.0-0.00.20.0-0.0
Delta distance traveled before/after self-admin0.60.61.21.1-0.51.00.3
Delta ambulatory time before/after self-admin0.20.40.70.8-0.70.70.0
Parametrial fat weight0.51.12.21.5-0.61.30.4
Pavlov. Cond. lever latency0.00.00.00.1-0.00.1-0.1
Pavlov. Cond. magazine entry latency0.50.71.11.00.21.00.7
Pavlov. Cond. change in total contacts0.00.00.10.2-0.40.1-0.1
Pavlov. Cond. index score0.10.10.20.4-0.20.40.1
Pavlov. Cond. latency score0.10.10.10.4-0.20.30.2
Pavlov. Cond. lever contacts0.10.10.30.10.50.20.5
Pavlov. Cond. magazine entry number0.20.20.3-0.60.0-0.5-0.4
Pavlov. Cond. intertrial magazine entries1.61.92.7-1.1-1.5-1.2-1.6
Pavlov. Cond. lever-magazine prob. diff.0.10.10.20.5-0.20.40.2
Pavlov. Cond. response bias0.30.40.60.60.50.60.7
Pavlov. Cond. lever latency0.40.62.0-0.11.40.00.5
Pavlov. Cond. magazine entry latency0.50.71.21.1-0.21.00.6
Pavlov. Cond. change in total contacts0.41.01.6-0.9-1.3-0.9-0.9
Pavlov. Cond. index score0.10.10.40.2-0.70.1-0.0
Pavlov. Cond. latency score0.20.30.50.6-0.70.50.1
Pavlov. Cond. lever contacts0.30.51.6-0.1-1.3-0.2-0.5
Pavlov. Cond. magazine entry number0.30.30.6-0.80.2-0.7-0.4
Pavlov. Cond. intertrial magazine entries0.92.04.0-2.00.2-1.8-0.9
Pavlov. Cond. lever-magazine prob. diff.0.10.10.50.3-0.70.2-0.0
Pavlov. Cond. response bias0.30.40.9-0.4-0.9-0.5-0.5
Time in closed arm before self-admin0.20.40.8-0.90.1-0.8-0.4
Time in closed arm after self-admin0.10.10.40.10.60.20.4
Time in open arm before self-admin0.40.50.91.0-0.70.80.1
Time in open arm after self-admin0.10.10.30.1-0.50.0-0.3
Bone: periosteal estimation0.71.73.6-1.90.2-1.7-0.6
Bone: periosteal perimeter0.71.42.9-1.70.1-1.5-0.7
Bone: post-yield work0.50.81.9-0.91.4-0.60.5
Progressive ratio test 1 active lever presses0.61.11.5-1.2-0.7-1.2-1.0
Progressive ratio test 1 breakpoint0.71.11.5-1.2-0.7-1.2-1.0
Progressive ratio test 1 inactive lever presses0.40.91.8-1.30.7-1.2-0.2
Progressive ratio test 2 active lever presses0.50.82.10.21.40.30.9
Progressive ratio test 2 breakpoint0.70.92.50.21.60.31.0
Progressive ratio test 2 inactive lever presses0.41.22.3-1.50.9-1.3-0.2
Incentive Sensitization - Responses0.61.64.60.12.20.41.3
Incentive Sensitization - Breakpoint0.81.84.70.32.20.61.4
Sum of active levers in priming session hrs 5-60.50.50.8-0.5-0.9-0.5-0.8
Progressive ratio0.30.91.6-0.7-1.3-0.8-1.0
Food seeking constrained by brief footshock19.924.839.0-3.7-6.2-4.2-5.3
Seeking ratio, punishment vs. effort1.22.72.9-1.6-1.6-1.7-1.7
Retroperitoneal fat weight3.013.621.44.61.54.53.2
Reaction time number correct0.10.41.4-0.0-1.2-0.2-0.5
Reaction time mean minus median0.00.30.50.30.70.40.5
Reaction time mean minus median AUC0.10.60.90.61.00.60.8
Reaction time num false alarms0.00.10.1-0.3-0.3-0.3-0.3
Reaction time num false alarms AUC0.30.61.2-0.4-1.1-0.5-0.9
Reaction time trials correct on left0.10.41.4-0.0-1.2-0.2-0.5
Reaction time trials on left0.10.41.4-0.1-1.2-0.2-0.5
Reaction time mean0.51.13.30.11.80.31.0
Reaction time mean AUC0.61.53.40.61.90.71.3
Median of all reaction times0.81.23.40.21.90.41.1
Reaction time omissions0.30.50.7-0.5-0.8-0.6-0.8
Reaction time false alarm rate0.20.20.4-0.4-0.5-0.4-0.6
Reaction time premature initiation rate0.00.00.00.10.10.10.1
Reaction time premature initiations0.00.00.10.2-0.30.20.1
Std. dev. reaction times0.10.41.30.01.10.20.6
Reaction time trials completed0.10.41.4-0.1-1.2-0.2-0.5
Reaction time trials AUC0.10.30.90.1-1.0-0.1-0.3
Run reversals in cocaine runway, females0.30.40.90.21.00.30.7
Run reversals in cocaine runway, males0.20.20.40.20.70.30.5
Latency to leave start box in cocaine runway0.10.20.3-0.60.3-0.5-0.2
Latency to leave start box in cocaine runway, F0.00.00.0-0.20.0-0.2-0.1
Latency to leave start box in cocaine runway, M0.40.40.6-0.80.7-0.60.0
Std. dev. time between licks in bursts1.12.13.4-1.0-1.8-1.2-1.7
Total sessions with >9 infusions0.30.40.7-0.90.5-0.7-0.1
Short access day 1 total inactive lever presses0.61.13.30.11.80.31.1
Short access day 10 total inactive lever presses0.00.10.1-0.40.2-0.3-0.1
Short access day 1 total infusions0.10.20.40.10.70.20.5
Short access day 10 total infusions0.00.10.10.20.30.20.3
Short access total infusions0.10.10.20.30.30.40.4
Short access day 1 locomotion0.81.43.60.41.90.61.3
Short access day 10 total locomotion0.52.02.8-1.7-0.8-1.7-1.3
Short access total locomotion1.31.92.1-1.4-1.3-1.4-1.4
One hour access (0.3 mA shock)1.01.22.3-1.21.5-1.00.3
Compulsive drug intake0.40.71.1-1.10.8-0.9-0.1
One hour access (shock baseline)0.51.32.80.61.70.71.3
Social response proportion1.11.43.80.21.90.41.2
Social responses0.91.13.1-0.91.8-0.60.6
Social time4.16.58.6-2.9-1.7-2.9-2.4
Soleus weight0.00.10.2-0.4-0.3-0.4-0.2
Bone: stiffness0.71.42.8-1.70.3-1.5-0.6
Tibialis anterior weight0.41.52.21.50.11.41.2
Time to tail flick, vehicle, before self-admin0.81.01.1-1.0-1.0-1.0-1.0
Time to tail flick, vehicle, after self-admin0.51.02.70.41.60.51.0
Time to tail flick, test, before self-admin4.24.87.6-1.6-2.8-1.9-2.4
Time to tail flick, test, after self-admin0.20.20.30.60.20.60.4
Delta time to tail flick, vehicle, before/after SA1.61.72.80.91.71.11.3
Delta time to tail flick, test, before/after SA2.02.53.91.22.01.31.7
Tibia length1.23.26.6-2.60.3-2.3-0.9
Ambulatory time before self-admin2.16.57.3-2.6-2.3-2.7-2.6
Ambulatory time after self-admin3.86.09.1-1.9-3.0-2.1-2.6
Bone: tissue strength2.93.04.3-1.4-2.1-1.6-1.8
Total heroin consumption0.10.10.3-0.1-0.5-0.1-0.3
Bone: trabecular number0.10.30.8-0.1-0.9-0.2-0.5
Bone: trabecular spacing0.00.00.10.10.20.10.3
Bone: trabecular thickness0.10.20.30.20.60.30.5
Bone: trabecular tissue density2.03.44.01.91.62.01.8
Water consumed over 24 hours0.81.51.9-1.4-0.9-1.4-1.2
Number of responses in last shaping day1.62.14.00.92.01.11.6