LOC120100692

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 gene expression LOC120100692 0.03 0.02 9.7e-04 0.01 0.01 0 0.01 6.9e-03 2.0e-02 8.8e-02 1.7e-02

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
Bone: apparent density0.00.00.00.2
Area under the delay curve0.70.70.7-0.9
BMI with tail0.61.81.81.4
BMI without tail0.40.90.91.0
Body weight1.87.67.6-2.8
Weight adjusted by age0.50.50.5-0.7
Bone surface0.10.10.10.3
Bone volume0.20.40.40.6
Breakpoint value in progressive ratio session1.82.02.01.4
Number of licking bursts5.56.56.52.5
Context. condit. distance diff. score2.02.42.4-1.5
Locomotion velocity, session 10.00.00.0-0.1
Locomotion distance, session 10.10.10.1-0.3
Locomotion velocity, session 22.22.52.5-1.6
Locomotion distance, session 20.10.20.2-0.4
Locomotion velocity, session 34.75.55.5-2.3
Locomotion distance, session 34.75.25.2-2.3
Stereotopy head waving bouts, day 30.20.20.2-0.4
Stereotopy head waving duration, day 30.00.00.00.1
Locomotion velocity, session 71.61.81.8-1.3
Locomotion distance, session 73.34.24.2-2.0
Stereotopy head waving bouts, day 71.82.02.01.4
Stereotopy head waving duration, day 70.60.80.80.9
Locomotion velocity, session 82.12.62.6-1.6
Locomotion distance, session 82.53.73.7-1.9
Degree of sensitization distance0.00.00.00.2
Degree of sensitization stereotypy1.82.02.01.4
Conditioned locomotion0.20.30.30.5
Cocaine response after cond. corrected1.92.12.1-1.5
Cocaine response after cond. not corrected2.62.92.9-1.7
Cocaine response before conditioning0.30.40.4-0.6
Saline control response0.50.60.6-0.8
Bone: connectivity density0.20.30.3-0.5
Bone: cortical apparent density0.71.01.0-1.0
Bone: cortical area0.20.20.2-0.5
Bone: cortical porosity3.03.23.21.8
Bone: cortical porosity2.73.03.01.7
Bone: cortical thickness0.10.20.2-0.4
Bone: cortical thickness1.82.12.1-1.5
Bone: cortical tissue density0.71.01.0-1.0
Condit. Reinf. active minus inactive responses2.52.82.81.7
Condit. Reinf. active-inactive response ratio3.13.33.31.8
Condit. Reinf. active responses0.40.40.40.7
Condit. Reinf. inactive responses1.41.71.7-1.3
Incentive salience index mean3.64.44.42.1
Condit. Reinf. lever presses1.82.42.41.5
Condit. Reinf. active minus inactive responses1.62.02.0-1.4
Condit. Reinf. active-inactive response ratio1.41.41.4-1.2
Condit. Reinf. active responses0.20.20.2-0.5
Condit. Reinf. inactive responses0.00.00.00.2
Condit. Reinf. lever presses0.60.80.8-0.9
Condit. Reinf. lever reinforcers received0.30.40.4-0.6
Conditioned reinforcement - actives0.30.30.3-0.5
Conditioned reinforcement - inactives1.41.61.6-1.2
Conditioned locomotion0.60.80.8-0.9
Patch foraging indifference point 0 sec3.15.05.0-2.2
Patch foraging indifference point AUC3.13.53.51.9
Delay disc. indifference point, 0s delay0.30.30.3-0.5
Delay disc. indifference point, 16s delay0.10.10.1-0.4
Delay disc. indifference point, 2s delay0.80.90.9-0.9
Delay disc. indifference point, 24s delay0.10.10.10.4
Delay disc. indifference point, 4s delay1.41.51.5-1.2
Delay disc. indifference point, 8s delay0.10.10.1-0.3
Indifference point function ln k1.92.62.6-1.6
Indifference point function log k1.92.62.6-1.6
Patch foraging total patch changes 0 sec3.86.26.2-2.5
Patch foraging total patch changes 12 sec0.20.20.20.5
Patch foraging total patch changes 18 sec0.00.00.0-0.1
Patch foraging total patch changes 24 sec0.40.50.5-0.7
Patch foraging total patch changes 6 sec0.81.21.2-1.1
Patch foraging time to switch 0 sec1.52.32.31.5
Patch foraging water rate 0 sec0.91.41.4-1.2
Patch foraging water rate 12 sec1.92.82.8-1.7
Patch foraging water rate 18 sec3.04.04.0-2.0
Patch foraging water rate 24 sec1.42.02.0-1.4
Patch foraging water rate 6 sec9.714.214.2-3.8
Seeking ratio, delayed vs. immediate footshock2.52.92.91.7
Distance traveled before self-admin0.10.10.1-0.3
Distance traveled after self-admin0.80.90.9-0.9
Extensor digitorum longus weight2.38.98.93.0
Bone: elastic displacement0.10.20.20.4
Bone: elastic work0.60.80.80.9
Bone: endosteal estimation0.10.20.2-0.4
Bone: endosteal perimeter0.00.10.1-0.2
Epididymis fat weight0.30.70.7-0.8
Delta time in closed arm before/after self-admin5.75.55.52.3
Delta time in open arm before/after self-admin0.10.10.1-0.3
Diff in mean of infusions in LGA sessions1.01.11.11.1
Delay discount exponential model param0.80.80.80.9
Extinction: sum of active levers before priming1.61.61.61.3
Active lever presses in extinction session 61.31.21.21.1
Bone: final force0.50.80.8-0.9
Bone: final moment0.50.80.8-0.9
Food consumed during 24 hour testing period0.30.40.4-0.6
Glucose0.00.00.00.1
Heart weight0.00.00.00.1
Delay discount hyperbolic model param1.11.21.21.1
Intermittent access intake day 1-15 change0.70.70.7-0.8
Intermittent access intake escalation1.31.31.3-1.1
Intermittent access intake escalation 20.50.50.5-0.7
Intermitt. access day 1 inactive lever presses2.62.82.81.7
Intermitt. access day 15 inactive lever presses0.00.00.00.1
Intermitt. access escalation Index0.20.10.10.4
Intermittent access day 1 total infusions0.80.90.9-0.9
Intermittent access day 15 total infusions2.73.13.1-1.7
Intermittent access terminal intake (last 3 days)2.32.52.5-1.6
Intermittent access total infusions3.03.33.3-1.8
Intermittent access day 1 locomotion1.01.01.0-1.0
Intermittent access day 15 total locomotion3.03.23.2-1.8
Intermittent access total locomotion3.03.53.5-1.9
Intermittent access standard deviation0.60.60.6-0.8
Left kidney weight1.74.84.8-2.2
Right kidney weight1.43.93.9-2.0
Cocaine induced anxiety0.10.10.10.3
Post-drug Anxiety0.10.10.1-0.3
Baseline Anxiety0.10.10.1-0.3
Tail length3.911.911.9-3.5
Length with tail8.330.330.3-5.5
Length without tail6.213.713.7-3.7
Times rat made contact with spout0.00.00.00.1
Lifetime Intake2.93.33.3-1.8
Liver weight, left3.45.45.4-2.3
Liver weight, right0.81.41.4-1.2
Locomotor activity0.30.50.50.7
Locomotor testing distance1.52.52.51.6
Locomotor testing rearing0.71.11.11.1
Locomotion in novel chamber1.72.02.01.4
Locomotion in novel chamber post-restriction1.21.51.5-1.2
Fecal boli incidents, locomotor time 13.74.04.02.0
Change in fecal boli incidents, locomotor task0.10.10.1-0.3
Time >=10cm from walls, locomotor time 12.92.92.91.7
Bouts of movement, locomotor time 10.30.30.30.6
Total resting periods, locomotor time 10.20.20.20.4
Rest time, locomotor task time 11.71.91.91.4
Distance moved, locomotor task time 11.01.11.1-1.0
Vertical activity count, locomotor time 12.62.72.7-1.6
Time >=10cm from walls, locomotor time 21.11.11.11.1
Bouts of movement, locomotor time 20.20.20.20.4
Total resting periods, locomotor time 20.30.40.40.6
Rest time, locomotor task time 23.94.44.42.1
Distance moved, locomotor task time 22.22.52.5-1.6
Vertical activity count, locomotor time 23.03.23.2-1.8
Light reinforcement 10.40.70.7-0.9
Light reinforcement 21.72.32.31.5
Bone: marrow area0.10.10.1-0.4
Bone: maximum diameter0.00.10.10.3
Bone: maximum force0.00.00.00.1
Bone: maximum moment0.00.00.00.1
Mean time between licks in bursts0.10.10.10.3
Mean num. licks in bursts4.55.45.4-2.3
Cd content in liver0.20.30.3-0.5
Co content in liver0.30.40.4-0.6
Cu content in liver0.91.11.1-1.1
Fe content in liver2.02.42.4-1.5
K content in liver0.00.00.00.1
Mg content in liver0.00.00.00.1
Mn content in liver0.10.10.10.3
Na content in liver0.10.10.1-0.3
Rb content in liver0.30.30.3-0.6
Se content in liver1.31.51.51.2
Sr content in liver1.11.01.01.0
Zn content in liver1.21.41.4-1.2
Bone: minimum diameter1.32.42.4-1.5
Time in familiar zone, hab. session 14.44.24.2-2.0
Time in novel zone, hab. session 11.51.41.41.2
Total zone transitions, hab. session 10.00.00.00.1
Total locomotion distance, hab. session 10.00.10.10.3
Locomotion velocity, hab. session 10.10.20.20.5
Time in familiar zone, hab. session 22.42.52.5-1.6
Time in novel zone, hab. session 22.22.22.21.5
Total zone transitions, hab. session 20.00.00.00.0
Total locomotion distance, hab. session 20.71.01.01.0
Locomotion velocity, hab. session 20.40.60.60.8
Novel to familiar place preference ratio0.10.10.10.3
Novelty place preference0.00.00.00.1
Time in novel zone, NPP test0.00.00.00.0
Total zone transitions, NPP test0.50.70.7-0.8
Total locomotion distance, NPP test0.10.10.10.3
Locomotion velocity, NPP test0.00.00.0-0.2
Intraocular pressure1.92.62.61.6
Delta distance traveled before/after self-admin1.51.61.6-1.3
Delta ambulatory time before/after self-admin2.32.52.5-1.6
Parametrial fat weight0.20.30.3-0.6
Pavlov. Cond. lever latency0.30.30.3-0.6
Pavlov. Cond. magazine entry latency2.33.03.0-1.7
Pavlov. Cond. change in total contacts3.74.04.0-2.0
Pavlov. Cond. index score0.10.10.1-0.4
Pavlov. Cond. latency score0.00.00.00.0
Pavlov. Cond. lever contacts0.00.00.00.1
Pavlov. Cond. magazine entry number2.02.42.41.6
Pavlov. Cond. intertrial magazine entries1.82.22.21.5
Pavlov. Cond. lever-magazine prob. diff.0.20.20.2-0.5
Pavlov. Cond. response bias1.72.12.1-1.5
Pavlov. Cond. lever latency0.00.00.00.1
Pavlov. Cond. magazine entry latency0.00.00.00.0
Pavlov. Cond. change in total contacts0.30.40.4-0.6
Pavlov. Cond. index score0.10.10.1-0.3
Pavlov. Cond. latency score0.10.20.2-0.4
Pavlov. Cond. lever contacts0.10.10.1-0.3
Pavlov. Cond. magazine entry number0.00.00.00.2
Pavlov. Cond. intertrial magazine entries1.72.22.2-1.5
Pavlov. Cond. lever-magazine prob. diff.0.10.10.1-0.3
Pavlov. Cond. response bias0.00.00.0-0.0
Time in closed arm before self-admin0.60.60.6-0.8
Time in closed arm after self-admin1.01.01.01.0
Time in open arm before self-admin0.30.30.30.5
Time in open arm after self-admin0.00.00.00.2
Bone: periosteal estimation0.20.40.4-0.6
Bone: periosteal perimeter0.10.20.2-0.4
Bone: post-yield work0.10.20.20.4
Progressive ratio test 1 active lever presses1.31.31.3-1.2
Progressive ratio test 1 breakpoint0.80.80.8-0.9
Progressive ratio test 1 inactive lever presses0.40.40.4-0.7
Progressive ratio test 2 active lever presses0.60.70.7-0.8
Progressive ratio test 2 breakpoint0.60.70.7-0.8
Progressive ratio test 2 inactive lever presses2.32.72.7-1.6
Incentive Sensitization - Responses0.50.50.5-0.7
Incentive Sensitization - Breakpoint0.60.70.7-0.8
Sum of active levers in priming session hrs 5-60.60.60.60.7
Progressive ratio0.10.10.10.4
Food seeking constrained by brief footshock4.85.95.9-2.4
Seeking ratio, punishment vs. effort2.63.23.2-1.8
Retroperitoneal fat weight0.10.30.3-0.5
Reaction time number correct9.113.113.1-3.6
Reaction time mean minus median0.10.20.20.4
Reaction time mean minus median AUC0.00.00.0-0.1
Reaction time num false alarms0.50.60.60.8
Reaction time num false alarms AUC0.81.11.11.1
Reaction time trials correct on left9.113.113.1-3.6
Reaction time trials on left9.513.613.6-3.7
Reaction time mean1.62.32.31.5
Reaction time mean AUC1.01.41.41.2
Median of all reaction times2.02.72.71.7
Reaction time omissions1.62.22.2-1.5
Reaction time false alarm rate6.08.48.42.9
Reaction time premature initiation rate1.11.41.4-1.2
Reaction time premature initiations6.89.79.7-3.1
Std. dev. reaction times0.20.20.20.5
Reaction time trials completed9.513.613.6-3.7
Reaction time trials AUC8.512.212.2-3.5
Run reversals in cocaine runway, females0.40.40.40.7
Run reversals in cocaine runway, males0.30.30.30.6
Latency to leave start box in cocaine runway1.31.41.41.2
Latency to leave start box in cocaine runway, F0.70.80.80.9
Latency to leave start box in cocaine runway, M0.50.50.50.7
Std. dev. time between licks in bursts3.03.63.61.9
Total sessions with >9 infusions0.10.10.1-0.3
Short access day 1 total inactive lever presses1.11.31.3-1.1
Short access day 10 total inactive lever presses2.93.23.21.8
Short access day 1 total infusions0.70.70.7-0.8
Short access day 10 total infusions2.83.13.1-1.8
Short access total infusions1.31.51.5-1.2
Short access day 1 locomotion0.00.00.00.2
Short access day 10 total locomotion0.10.10.10.4
Short access total locomotion0.00.00.0-0.1
One hour access (0.3 mA shock)1.31.51.5-1.2
Compulsive drug intake1.71.71.71.3
One hour access (shock baseline)5.15.95.9-2.4
Social response proportion1.31.41.41.2
Social responses0.10.10.10.3
Social time0.00.00.00.0
Soleus weight0.10.40.40.6
Bone: stiffness0.10.10.1-0.3
Tibialis anterior weight1.24.24.22.0
Time to tail flick, vehicle, before self-admin2.32.32.3-1.5
Time to tail flick, vehicle, after self-admin0.20.30.3-0.5
Time to tail flick, test, before self-admin0.50.50.5-0.7
Time to tail flick, test, after self-admin0.00.00.0-0.2
Delta time to tail flick, vehicle, before/after SA1.21.11.11.1
Delta time to tail flick, test, before/after SA0.10.10.10.3
Tibia length5.315.015.0-3.9
Ambulatory time before self-admin0.30.30.30.5
Ambulatory time after self-admin0.60.70.7-0.8
Bone: tissue strength2.32.22.21.5
Total heroin consumption0.30.30.30.6
Bone: trabecular number0.50.80.8-0.9
Bone: trabecular spacing0.00.00.00.2
Bone: trabecular thickness0.30.30.30.6
Bone: trabecular tissue density2.02.92.91.7
Water consumed over 24 hours2.02.42.41.5
Number of responses in last shaping day0.00.00.00.2