LOC120103495

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 LOC120103495 0.03 0.03 8.2e-04 0.02 0.02 0.02 0.02 1.2e-04 3.2e-04 1.9e-04 1.5e-04

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 density3.35.85.8-2.4
Area under the delay curve0.00.00.0-0.1
BMI with tail2.910.210.23.2
BMI without tail3.19.49.43.1
Body weight2.510.810.83.3
Weight adjusted by age0.60.90.90.9
Bone surface0.40.70.7-0.8
Bone volume1.52.72.7-1.7
Breakpoint value in progressive ratio session0.50.70.7-0.8
Number of licking bursts1.82.92.91.7
Context. condit. distance diff. score0.30.30.3-0.6
Locomotion velocity, session 10.10.10.10.3
Locomotion distance, session 11.21.51.5-1.2
Locomotion velocity, session 20.30.40.40.6
Locomotion distance, session 20.10.10.1-0.3
Locomotion velocity, session 30.00.00.0-0.1
Locomotion distance, session 30.00.00.00.0
Stereotopy head waving bouts, day 32.22.62.6-1.6
Stereotopy head waving duration, day 30.20.30.3-0.5
Locomotion velocity, session 70.00.00.0-0.0
Locomotion distance, session 70.70.90.91.0
Stereotopy head waving bouts, day 70.00.00.0-0.2
Stereotopy head waving duration, day 70.40.40.4-0.7
Locomotion velocity, session 80.30.40.4-0.6
Locomotion distance, session 81.42.12.1-1.4
Degree of sensitization distance1.41.41.41.2
Degree of sensitization stereotypy0.10.10.10.3
Conditioned locomotion2.42.72.7-1.7
Cocaine response after cond. corrected0.00.00.0-0.2
Cocaine response after cond. not corrected0.40.50.5-0.7
Cocaine response before conditioning1.31.61.6-1.3
Saline control response1.41.81.8-1.4
Bone: connectivity density1.72.62.6-1.6
Bone: cortical apparent density0.00.00.0-0.2
Bone: cortical area0.00.00.0-0.0
Bone: cortical porosity2.12.22.2-1.5
Bone: cortical porosity1.71.91.9-1.4
Bone: cortical thickness0.10.10.10.4
Bone: cortical thickness0.50.50.5-0.7
Bone: cortical tissue density0.00.00.0-0.1
Condit. Reinf. active minus inactive responses2.83.13.11.8
Condit. Reinf. active-inactive response ratio3.73.93.92.0
Condit. Reinf. active responses0.10.20.20.4
Condit. Reinf. inactive responses2.63.13.1-1.8
Incentive salience index mean0.50.60.60.8
Condit. Reinf. lever presses0.91.21.2-1.1
Condit. Reinf. active minus inactive responses0.50.70.7-0.8
Condit. Reinf. active-inactive response ratio0.20.20.2-0.5
Condit. Reinf. active responses0.40.60.6-0.8
Condit. Reinf. inactive responses0.20.30.3-0.5
Condit. Reinf. lever presses0.70.90.9-1.0
Condit. Reinf. lever reinforcers received0.30.40.4-0.6
Conditioned reinforcement - actives3.55.95.9-2.4
Conditioned reinforcement - inactives6.19.09.0-3.0
Conditioned locomotion2.73.53.5-1.9
Patch foraging indifference point 0 sec0.10.10.10.3
Patch foraging indifference point AUC0.00.00.0-0.2
Delay disc. indifference point, 0s delay0.10.10.10.4
Delay disc. indifference point, 16s delay0.00.00.00.2
Delay disc. indifference point, 2s delay0.00.00.00.2
Delay disc. indifference point, 24s delay3.84.34.3-2.1
Delay disc. indifference point, 4s delay0.20.20.20.5
Delay disc. indifference point, 8s delay0.00.10.1-0.2
Indifference point function ln k1.42.52.5-1.6
Indifference point function log k1.42.52.5-1.6
Patch foraging total patch changes 0 sec0.10.10.10.3
Patch foraging total patch changes 12 sec1.11.41.41.2
Patch foraging total patch changes 18 sec0.71.11.11.0
Patch foraging total patch changes 24 sec0.61.11.11.0
Patch foraging total patch changes 6 sec0.91.31.31.1
Patch foraging time to switch 0 sec0.71.41.41.2
Patch foraging water rate 0 sec2.75.65.6-2.4
Patch foraging water rate 12 sec0.00.00.0-0.2
Patch foraging water rate 18 sec3.04.64.6-2.1
Patch foraging water rate 24 sec0.10.10.10.3
Patch foraging water rate 6 sec0.91.41.4-1.2
Seeking ratio, delayed vs. immediate footshock0.70.80.80.9
Distance traveled before self-admin0.00.10.1-0.2
Distance traveled after self-admin0.30.30.30.6
Extensor digitorum longus weight2.59.99.9-3.2
Bone: elastic displacement1.92.22.2-1.5
Bone: elastic work1.21.51.5-1.2
Bone: endosteal estimation0.30.60.6-0.8
Bone: endosteal perimeter0.00.00.00.0
Epididymis fat weight20.971.471.48.4
Delta time in closed arm before/after self-admin0.00.00.00.1
Delta time in open arm before/after self-admin0.00.00.00.1
Diff in mean of infusions in LGA sessions0.80.90.91.0
Delay discount exponential model param0.10.10.10.4
Extinction: sum of active levers before priming0.00.00.0-0.1
Active lever presses in extinction session 61.41.41.4-1.2
Bone: final force0.00.10.10.3
Bone: final moment0.00.00.00.1
Food consumed during 24 hour testing period0.00.10.1-0.3
Glucose1.32.12.11.4
Heart weight1.32.12.11.4
Delay discount hyperbolic model param0.00.00.00.1
Intermittent access intake day 1-15 change1.43.03.0-1.7
Intermittent access intake escalation1.02.02.0-1.4
Intermittent access intake escalation 20.50.60.6-0.8
Intermitt. access day 1 inactive lever presses0.51.91.9-1.4
Intermitt. access day 15 inactive lever presses0.50.90.9-1.0
Intermitt. access escalation Index4.86.86.82.6
Intermittent access day 1 total infusions1.32.12.1-1.4
Intermittent access day 15 total infusions2.63.83.8-2.0
Intermittent access terminal intake (last 3 days)4.35.75.7-2.4
Intermittent access total infusions4.95.85.8-2.4
Intermittent access day 1 locomotion2.63.43.4-1.8
Intermittent access day 15 total locomotion0.71.21.2-1.1
Intermittent access total locomotion3.44.04.0-2.0
Intermittent access standard deviation1.63.33.3-1.8
Left kidney weight0.00.00.0-0.0
Right kidney weight0.41.81.81.4
Cocaine induced anxiety0.00.10.1-0.2
Post-drug Anxiety1.11.11.11.1
Baseline Anxiety2.73.13.11.8
Tail length0.10.40.4-0.6
Length with tail0.00.10.10.2
Length without tail0.00.00.0-0.2
Times rat made contact with spout0.80.90.9-0.9
Lifetime Intake5.06.06.0-2.5
Liver weight, left1.72.82.81.7
Liver weight, right3.35.75.72.4
Locomotor activity1.42.12.11.5
Locomotor testing distance1.22.12.11.4
Locomotor testing rearing0.00.00.0-0.1
Locomotion in novel chamber0.30.30.30.6
Locomotion in novel chamber post-restriction1.52.42.41.6
Fecal boli incidents, locomotor time 12.43.53.5-1.9
Change in fecal boli incidents, locomotor task4.24.24.22.0
Time >=10cm from walls, locomotor time 10.40.50.5-0.7
Bouts of movement, locomotor time 10.70.80.8-0.9
Total resting periods, locomotor time 10.80.90.9-0.9
Rest time, locomotor task time 10.00.00.0-0.2
Distance moved, locomotor task time 10.50.80.80.9
Vertical activity count, locomotor time 10.10.20.20.4
Time >=10cm from walls, locomotor time 20.60.80.8-0.9
Bouts of movement, locomotor time 20.00.00.00.1
Total resting periods, locomotor time 20.00.00.00.1
Rest time, locomotor task time 20.10.10.1-0.3
Distance moved, locomotor task time 20.00.00.00.1
Vertical activity count, locomotor time 20.00.00.00.1
Light reinforcement 10.30.70.7-0.8
Light reinforcement 20.81.31.3-1.1
Bone: marrow area0.30.60.6-0.8
Bone: maximum diameter0.10.10.1-0.4
Bone: maximum force0.00.00.0-0.1
Bone: maximum moment0.00.10.1-0.3
Mean time between licks in bursts0.51.21.21.1
Mean num. licks in bursts2.64.14.1-2.0
Cd content in liver0.50.50.50.7
Co content in liver3.33.83.8-2.0
Cu content in liver0.10.10.10.3
Fe content in liver2.32.72.7-1.7
K content in liver0.70.70.70.8
Mg content in liver0.00.00.00.1
Mn content in liver0.50.50.50.7
Na content in liver3.33.63.6-1.9
Rb content in liver0.20.30.30.5
Se content in liver0.40.50.50.7
Sr content in liver0.20.20.2-0.4
Zn content in liver1.82.02.01.4
Bone: minimum diameter1.01.81.81.3
Time in familiar zone, hab. session 11.51.41.41.2
Time in novel zone, hab. session 10.40.40.40.6
Total zone transitions, hab. session 11.52.12.1-1.5
Total locomotion distance, hab. session 12.12.92.9-1.7
Locomotion velocity, hab. session 13.65.15.1-2.2
Time in familiar zone, hab. session 20.30.40.40.6
Time in novel zone, hab. session 20.30.30.30.6
Total zone transitions, hab. session 20.40.50.5-0.7
Total locomotion distance, hab. session 20.20.30.3-0.5
Locomotion velocity, hab. session 20.30.50.5-0.7
Novel to familiar place preference ratio0.10.10.1-0.3
Novelty place preference0.00.00.0-0.0
Time in novel zone, NPP test0.00.00.00.2
Total zone transitions, NPP test1.11.51.5-1.2
Total locomotion distance, NPP test1.92.62.6-1.6
Locomotion velocity, NPP test2.94.04.0-2.0
Intraocular pressure3.55.15.12.3
Delta distance traveled before/after self-admin1.31.41.41.2
Delta ambulatory time before/after self-admin0.00.00.00.2
Parametrial fat weight26.863.163.17.9
Pavlov. Cond. lever latency0.50.60.60.8
Pavlov. Cond. magazine entry latency0.10.10.1-0.3
Pavlov. Cond. change in total contacts0.30.30.3-0.5
Pavlov. Cond. index score0.20.20.2-0.5
Pavlov. Cond. latency score0.10.20.2-0.4
Pavlov. Cond. lever contacts0.50.60.6-0.8
Pavlov. Cond. magazine entry number0.50.60.60.8
Pavlov. Cond. intertrial magazine entries0.20.20.2-0.4
Pavlov. Cond. lever-magazine prob. diff.0.50.60.6-0.8
Pavlov. Cond. response bias1.21.41.4-1.2
Pavlov. Cond. lever latency0.50.60.60.8
Pavlov. Cond. magazine entry latency0.00.00.00.1
Pavlov. Cond. change in total contacts0.00.10.1-0.2
Pavlov. Cond. index score0.30.40.4-0.6
Pavlov. Cond. latency score0.30.40.4-0.6
Pavlov. Cond. lever contacts0.20.20.2-0.5
Pavlov. Cond. magazine entry number0.20.20.2-0.5
Pavlov. Cond. intertrial magazine entries1.72.62.61.6
Pavlov. Cond. lever-magazine prob. diff.0.10.10.1-0.3
Pavlov. Cond. response bias0.50.70.7-0.8
Time in closed arm before self-admin0.00.00.00.1
Time in closed arm after self-admin0.70.70.70.9
Time in open arm before self-admin0.00.00.0-0.2
Time in open arm after self-admin0.20.20.2-0.4
Bone: periosteal estimation0.30.60.6-0.8
Bone: periosteal perimeter0.00.00.0-0.1
Bone: post-yield work1.42.02.0-1.4
Progressive ratio test 1 active lever presses2.83.43.4-1.9
Progressive ratio test 1 breakpoint2.93.63.6-1.9
Progressive ratio test 1 inactive lever presses3.55.05.0-2.2
Progressive ratio test 2 active lever presses4.65.45.4-2.3
Progressive ratio test 2 breakpoint4.55.15.1-2.3
Progressive ratio test 2 inactive lever presses4.47.27.2-2.7
Incentive Sensitization - Responses2.53.53.5-1.9
Incentive Sensitization - Breakpoint2.12.82.8-1.7
Sum of active levers in priming session hrs 5-60.20.20.20.4
Progressive ratio0.20.30.30.5
Food seeking constrained by brief footshock8.710.610.6-3.3
Seeking ratio, punishment vs. effort2.02.82.8-1.7
Retroperitoneal fat weight45.9195.7195.714.0
Reaction time number correct0.30.60.6-0.7
Reaction time mean minus median1.02.42.41.6
Reaction time mean minus median AUC0.92.22.21.5
Reaction time num false alarms2.43.33.31.8
Reaction time num false alarms AUC2.03.13.11.8
Reaction time trials correct on left0.30.60.6-0.7
Reaction time trials on left0.20.50.5-0.7
Reaction time mean0.81.21.21.1
Reaction time mean AUC0.50.80.80.9
Median of all reaction times0.20.30.30.6
Reaction time omissions0.71.01.01.0
Reaction time false alarm rate2.94.04.02.0
Reaction time premature initiation rate0.00.00.0-0.1
Reaction time premature initiations0.20.30.3-0.6
Std. dev. reaction times1.42.52.51.6
Reaction time trials completed0.20.50.5-0.7
Reaction time trials AUC0.20.40.4-0.6
Run reversals in cocaine runway, females1.41.41.4-1.2
Run reversals in cocaine runway, males1.01.01.0-1.0
Latency to leave start box in cocaine runway0.10.10.1-0.3
Latency to leave start box in cocaine runway, F0.20.20.20.5
Latency to leave start box in cocaine runway, M0.80.80.8-0.9
Std. dev. time between licks in bursts0.20.30.30.6
Total sessions with >9 infusions3.44.24.2-2.0
Short access day 1 total inactive lever presses4.55.95.9-2.4
Short access day 10 total inactive lever presses0.10.20.2-0.5
Short access day 1 total infusions3.34.34.3-2.1
Short access day 10 total infusions2.53.23.2-1.8
Short access total infusions2.32.92.9-1.7
Short access day 1 locomotion2.22.82.8-1.7
Short access day 10 total locomotion1.01.91.9-1.4
Short access total locomotion2.73.23.2-1.8
One hour access (0.3 mA shock)4.85.55.5-2.3
Compulsive drug intake1.72.02.01.4
One hour access (shock baseline)5.88.98.9-3.0
Social response proportion0.10.10.10.4
Social responses0.30.30.30.6
Social time0.00.00.00.1
Soleus weight4.212.312.3-3.5
Bone: stiffness0.00.00.0-0.0
Tibialis anterior weight1.55.25.2-2.3
Time to tail flick, vehicle, before self-admin0.00.00.0-0.1
Time to tail flick, vehicle, after self-admin5.37.07.02.6
Time to tail flick, test, before self-admin0.60.60.6-0.8
Time to tail flick, test, after self-admin1.21.31.3-1.1
Delta time to tail flick, vehicle, before/after SA2.12.02.01.4
Delta time to tail flick, test, before/after SA1.01.11.1-1.0
Tibia length0.51.41.41.2
Ambulatory time before self-admin0.00.00.0-0.1
Ambulatory time after self-admin0.10.10.10.3
Bone: tissue strength0.30.30.30.6
Total heroin consumption4.95.85.8-2.4
Bone: trabecular number3.15.25.2-2.3
Bone: trabecular spacing0.30.40.40.6
Bone: trabecular thickness0.00.00.00.1
Bone: trabecular tissue density0.00.00.0-0.0
Water consumed over 24 hours0.00.00.00.2
Number of responses in last shaping day1.51.61.6-1.3