LOC120096588

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 LOC120096588 0.31 0.14 0.0e+00 0.21 0.2 0.24 0.25 6.2e-23 5.4e-22 2.1e-26 5.0e-27

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 density0.00.10.10.3
Area under the delay curve0.00.00.00.1
BMI with tail2.17.47.42.7
BMI without tail1.05.55.52.4
Body weight0.21.01.01.0
Weight adjusted by age0.20.70.70.8
Bone surface0.00.00.0-0.1
Bone volume0.20.30.3-0.6
Breakpoint value in progressive ratio session0.10.10.1-0.4
Number of licking bursts0.00.20.20.4
Context. condit. distance diff. score1.21.41.4-1.2
Locomotion velocity, session 11.31.51.51.2
Locomotion distance, session 10.30.40.4-0.7
Locomotion velocity, session 20.00.00.0-0.2
Locomotion distance, session 20.10.20.2-0.4
Locomotion velocity, session 30.60.70.7-0.9
Locomotion distance, session 30.20.20.2-0.4
Stereotopy head waving bouts, day 30.91.11.11.0
Stereotopy head waving duration, day 30.20.20.20.5
Locomotion velocity, session 72.22.52.5-1.6
Locomotion distance, session 71.82.32.3-1.5
Stereotopy head waving bouts, day 70.40.40.40.7
Stereotopy head waving duration, day 70.60.80.80.9
Locomotion velocity, session 80.10.10.1-0.4
Locomotion distance, session 81.82.62.6-1.6
Degree of sensitization distance1.21.31.3-1.1
Degree of sensitization stereotypy0.00.00.00.1
Conditioned locomotion0.10.10.10.3
Cocaine response after cond. corrected0.50.80.8-0.9
Cocaine response after cond. not corrected0.60.90.9-1.0
Cocaine response before conditioning0.10.10.10.3
Saline control response1.11.51.5-1.2
Bone: connectivity density0.20.30.30.6
Bone: cortical apparent density0.30.50.50.7
Bone: cortical area0.10.10.1-0.3
Bone: cortical porosity0.60.60.60.8
Bone: cortical porosity2.32.52.51.6
Bone: cortical thickness0.40.70.70.8
Bone: cortical thickness0.50.60.6-0.8
Bone: cortical tissue density0.40.60.60.8
Condit. Reinf. active minus inactive responses0.81.01.01.0
Condit. Reinf. active-inactive response ratio2.52.72.71.7
Condit. Reinf. active responses0.00.00.00.1
Condit. Reinf. inactive responses1.31.71.7-1.3
Incentive salience index mean0.10.10.10.3
Condit. Reinf. lever presses0.00.00.0-0.0
Condit. Reinf. active minus inactive responses0.10.20.2-0.5
Condit. Reinf. active-inactive response ratio0.10.20.2-0.5
Condit. Reinf. active responses0.30.40.4-0.6
Condit. Reinf. inactive responses0.50.80.8-0.9
Condit. Reinf. lever presses1.31.91.9-1.4
Condit. Reinf. lever reinforcers received0.50.70.7-0.9
Conditioned reinforcement - actives0.00.00.0-0.0
Conditioned reinforcement - inactives0.30.70.7-0.8
Conditioned locomotion0.00.00.0-0.1
Patch foraging indifference point 0 sec0.20.50.5-0.7
Patch foraging indifference point AUC1.12.72.7-1.6
Delay disc. indifference point, 0s delay0.10.10.10.3
Delay disc. indifference point, 16s delay0.91.31.31.2
Delay disc. indifference point, 2s delay3.03.43.4-1.8
Delay disc. indifference point, 24s delay0.00.00.00.1
Delay disc. indifference point, 4s delay0.00.00.0-0.2
Delay disc. indifference point, 8s delay0.91.61.61.3
Indifference point function ln k0.51.51.51.2
Indifference point function log k0.51.51.51.2
Patch foraging total patch changes 0 sec0.20.70.7-0.8
Patch foraging total patch changes 12 sec0.20.30.3-0.5
Patch foraging total patch changes 18 sec0.10.30.3-0.5
Patch foraging total patch changes 24 sec0.31.21.2-1.1
Patch foraging total patch changes 6 sec1.22.02.0-1.4
Patch foraging time to switch 0 sec1.86.86.82.6
Patch foraging water rate 0 sec0.72.62.6-1.6
Patch foraging water rate 12 sec0.31.11.1-1.1
Patch foraging water rate 18 sec1.63.53.5-1.9
Patch foraging water rate 24 sec2.94.14.1-2.0
Patch foraging water rate 6 sec0.71.01.0-1.0
Seeking ratio, delayed vs. immediate footshock1.01.51.5-1.2
Distance traveled before self-admin0.00.00.0-0.2
Distance traveled after self-admin4.47.87.8-2.8
Extensor digitorum longus weight9.337.337.36.1
Bone: elastic displacement0.00.00.0-0.2
Bone: elastic work0.20.20.2-0.5
Bone: endosteal estimation1.43.43.4-1.9
Bone: endosteal perimeter0.30.60.6-0.8
Epididymis fat weight0.20.80.80.9
Delta time in closed arm before/after self-admin1.21.21.21.1
Delta time in open arm before/after self-admin0.10.20.2-0.4
Diff in mean of infusions in LGA sessions0.00.00.00.0
Delay discount exponential model param0.00.00.00.0
Extinction: sum of active levers before priming0.10.10.1-0.3
Active lever presses in extinction session 60.50.50.5-0.7
Bone: final force0.00.00.0-0.1
Bone: final moment0.00.00.0-0.1
Food consumed during 24 hour testing period2.14.24.2-2.1
Glucose0.60.90.9-0.9
Heart weight0.71.11.11.0
Delay discount hyperbolic model param0.10.10.10.3
Intermittent access intake day 1-15 change0.10.40.40.6
Intermittent access intake escalation0.20.80.80.9
Intermittent access intake escalation 20.10.10.1-0.3
Intermitt. access day 1 inactive lever presses0.34.24.2-2.1
Intermitt. access day 15 inactive lever presses0.84.14.1-2.0
Intermitt. access escalation Index0.20.70.70.8
Intermittent access day 1 total infusions0.00.10.1-0.2
Intermittent access day 15 total infusions0.00.00.0-0.1
Intermittent access terminal intake (last 3 days)0.50.90.9-0.9
Intermittent access total infusions0.10.10.1-0.4
Intermittent access day 1 locomotion0.20.40.4-0.7
Intermittent access day 15 total locomotion0.00.00.00.0
Intermittent access total locomotion0.10.10.10.4
Intermittent access standard deviation0.31.61.6-1.3
Left kidney weight0.00.00.0-0.2
Right kidney weight0.00.00.0-0.1
Cocaine induced anxiety0.20.40.40.6
Post-drug Anxiety0.10.10.10.3
Baseline Anxiety0.61.11.1-1.0
Tail length0.42.02.0-1.4
Length with tail0.52.42.4-1.6
Length without tail0.21.11.1-1.1
Times rat made contact with spout0.10.10.1-0.3
Lifetime Intake0.00.00.00.0
Liver weight, left0.30.50.5-0.7
Liver weight, right1.22.02.0-1.4
Locomotor activity0.81.31.3-1.1
Locomotor testing distance0.20.60.6-0.8
Locomotor testing rearing0.10.40.4-0.7
Locomotion in novel chamber0.00.00.0-0.1
Locomotion in novel chamber post-restriction0.00.10.1-0.4
Fecal boli incidents, locomotor time 10.41.11.11.0
Change in fecal boli incidents, locomotor task0.10.10.10.3
Time >=10cm from walls, locomotor time 10.91.11.11.0
Bouts of movement, locomotor time 11.51.91.91.4
Total resting periods, locomotor time 11.31.51.51.2
Rest time, locomotor task time 10.71.21.2-1.1
Distance moved, locomotor task time 10.10.20.20.5
Vertical activity count, locomotor time 10.00.00.00.2
Time >=10cm from walls, locomotor time 20.00.00.00.0
Bouts of movement, locomotor time 20.00.00.0-0.1
Total resting periods, locomotor time 20.00.00.00.0
Rest time, locomotor task time 20.71.21.2-1.1
Distance moved, locomotor task time 21.11.41.41.2
Vertical activity count, locomotor time 20.10.10.10.4
Light reinforcement 10.20.90.9-0.9
Light reinforcement 20.00.00.00.1
Bone: marrow area1.43.33.3-1.8
Bone: maximum diameter0.10.10.10.4
Bone: maximum force0.10.20.2-0.5
Bone: maximum moment0.10.30.3-0.5
Mean time between licks in bursts0.95.65.62.4
Mean num. licks in bursts0.30.80.8-0.9
Cd content in liver5.05.65.62.4
Co content in liver0.10.10.10.3
Cu content in liver0.00.00.0-0.0
Fe content in liver0.81.01.01.0
K content in liver0.20.20.2-0.5
Mg content in liver0.00.00.0-0.1
Mn content in liver0.10.10.10.3
Na content in liver0.30.40.4-0.6
Rb content in liver2.32.62.61.6
Se content in liver0.00.00.0-0.1
Sr content in liver0.00.00.0-0.1
Zn content in liver0.30.30.30.6
Bone: minimum diameter5.510.510.5-3.2
Time in familiar zone, hab. session 10.40.40.4-0.7
Time in novel zone, hab. session 11.21.31.31.2
Total zone transitions, hab. session 10.20.20.2-0.5
Total locomotion distance, hab. session 12.84.04.0-2.0
Locomotion velocity, hab. session 12.43.43.4-1.8
Time in familiar zone, hab. session 20.10.10.10.3
Time in novel zone, hab. session 20.30.30.30.5
Total zone transitions, hab. session 20.10.10.1-0.3
Total locomotion distance, hab. session 21.21.51.5-1.2
Locomotion velocity, hab. session 21.31.71.7-1.3
Novel to familiar place preference ratio0.00.10.10.2
Novelty place preference0.30.40.40.6
Time in novel zone, NPP test0.20.20.20.4
Total zone transitions, NPP test0.00.00.0-0.1
Total locomotion distance, NPP test0.70.90.9-1.0
Locomotion velocity, NPP test0.30.40.4-0.6
Intraocular pressure0.60.90.91.0
Delta distance traveled before/after self-admin4.24.64.6-2.2
Delta ambulatory time before/after self-admin1.52.62.6-1.6
Parametrial fat weight1.02.52.5-1.6
Pavlov. Cond. lever latency0.50.60.60.8
Pavlov. Cond. magazine entry latency0.00.00.0-0.2
Pavlov. Cond. change in total contacts0.00.00.0-0.0
Pavlov. Cond. index score0.20.20.2-0.5
Pavlov. Cond. latency score0.30.30.3-0.6
Pavlov. Cond. lever contacts0.50.60.6-0.8
Pavlov. Cond. magazine entry number0.00.00.00.1
Pavlov. Cond. intertrial magazine entries0.00.00.00.0
Pavlov. Cond. lever-magazine prob. diff.0.30.40.4-0.6
Pavlov. Cond. response bias0.30.30.3-0.6
Pavlov. Cond. lever latency0.00.10.10.2
Pavlov. Cond. magazine entry latency0.50.60.60.8
Pavlov. Cond. change in total contacts0.00.00.00.1
Pavlov. Cond. index score0.00.00.00.2
Pavlov. Cond. latency score0.10.10.10.4
Pavlov. Cond. lever contacts0.20.20.2-0.5
Pavlov. Cond. magazine entry number0.91.11.1-1.1
Pavlov. Cond. intertrial magazine entries1.02.12.1-1.5
Pavlov. Cond. lever-magazine prob. diff.0.00.00.00.2
Pavlov. Cond. response bias0.00.00.00.1
Time in closed arm before self-admin0.10.20.2-0.4
Time in closed arm after self-admin0.20.20.20.5
Time in open arm before self-admin0.00.00.00.0
Time in open arm after self-admin0.70.70.7-0.9
Bone: periosteal estimation0.51.31.3-1.1
Bone: periosteal perimeter0.10.20.2-0.5
Bone: post-yield work0.00.00.00.1
Progressive ratio test 1 active lever presses0.00.00.0-0.1
Progressive ratio test 1 breakpoint0.00.00.0-0.2
Progressive ratio test 1 inactive lever presses1.43.83.8-1.9
Progressive ratio test 2 active lever presses0.00.00.00.1
Progressive ratio test 2 breakpoint0.00.00.00.0
Progressive ratio test 2 inactive lever presses0.51.71.7-1.3
Incentive Sensitization - Responses0.10.30.30.5
Incentive Sensitization - Breakpoint0.10.20.20.5
Sum of active levers in priming session hrs 5-60.60.50.5-0.7
Progressive ratio0.00.00.0-0.2
Food seeking constrained by brief footshock0.20.20.20.4
Seeking ratio, punishment vs. effort0.00.00.0-0.2
Retroperitoneal fat weight0.00.00.00.0
Reaction time number correct0.00.00.0-0.1
Reaction time mean minus median0.21.11.11.0
Reaction time mean minus median AUC0.21.51.51.2
Reaction time num false alarms0.00.00.0-0.0
Reaction time num false alarms AUC0.00.10.10.3
Reaction time trials correct on left0.00.00.0-0.1
Reaction time trials on left0.00.00.0-0.0
Reaction time mean0.61.41.41.2
Reaction time mean AUC0.51.31.31.1
Median of all reaction times0.71.11.11.1
Reaction time omissions1.11.71.71.3
Reaction time false alarm rate0.10.10.10.3
Reaction time premature initiation rate0.10.20.2-0.4
Reaction time premature initiations0.10.20.2-0.5
Std. dev. reaction times0.31.01.01.0
Reaction time trials completed0.00.00.0-0.0
Reaction time trials AUC0.00.00.00.1
Run reversals in cocaine runway, females1.71.91.9-1.4
Run reversals in cocaine runway, males0.20.30.30.5
Latency to leave start box in cocaine runway1.82.52.5-1.6
Latency to leave start box in cocaine runway, F3.84.74.7-2.2
Latency to leave start box in cocaine runway, M0.00.00.0-0.2
Std. dev. time between licks in bursts0.50.90.90.9
Total sessions with >9 infusions1.51.81.81.4
Short access day 1 total inactive lever presses1.02.02.0-1.4
Short access day 10 total inactive lever presses0.42.92.9-1.7
Short access day 1 total infusions0.20.30.3-0.6
Short access day 10 total infusions0.00.00.00.1
Short access total infusions0.20.30.30.5
Short access day 1 locomotion0.00.00.00.1
Short access day 10 total locomotion0.00.00.00.2
Short access total locomotion0.20.30.30.5
One hour access (0.3 mA shock)0.20.30.3-0.5
Compulsive drug intake0.40.70.7-0.8
One hour access (shock baseline)0.00.10.10.2
Social response proportion1.11.41.4-1.2
Social responses0.40.50.5-0.7
Social time0.20.30.3-0.6
Soleus weight0.10.20.20.4
Bone: stiffness0.10.20.2-0.4
Tibialis anterior weight4.214.514.53.8
Time to tail flick, vehicle, before self-admin1.31.61.6-1.3
Time to tail flick, vehicle, after self-admin1.02.02.0-1.4
Time to tail flick, test, before self-admin0.00.00.0-0.1
Time to tail flick, test, after self-admin0.91.01.0-1.0
Delta time to tail flick, vehicle, before/after SA0.00.00.0-0.1
Delta time to tail flick, test, before/after SA0.30.40.4-0.6
Tibia length0.00.10.1-0.3
Ambulatory time before self-admin0.00.00.0-0.2
Ambulatory time after self-admin4.16.56.5-2.5
Bone: tissue strength0.80.90.9-0.9
Total heroin consumption0.70.80.8-0.9
Bone: trabecular number0.00.00.00.1
Bone: trabecular spacing0.30.50.50.7
Bone: trabecular thickness0.30.40.4-0.6
Bone: trabecular tissue density1.01.71.71.3
Water consumed over 24 hours1.01.91.9-1.4
Number of responses in last shaping day0.30.40.40.6