LOC120099980

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 Adipose gene expression LOC120099980 0.04 0.03 5.4e-04 0.01 0.01 0.01 0.01 1.8e-02 9.6e-03 1.7e-02 9.0e-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
Bone: apparent density0.50.80.80.9
Area under the delay curve1.01.11.11.0
BMI with tail0.31.01.01.0
BMI without tail0.51.11.11.0
Body weight0.62.62.6-1.6
Weight adjusted by age1.82.02.0-1.4
Bone surface0.50.90.9-1.0
Bone volume0.00.00.0-0.0
Breakpoint value in progressive ratio session2.32.62.6-1.6
Number of licking bursts0.20.20.2-0.5
Context. condit. distance diff. score2.83.43.41.8
Locomotion velocity, session 10.00.00.0-0.1
Locomotion distance, session 10.40.50.50.7
Locomotion velocity, session 20.40.50.5-0.7
Locomotion distance, session 20.00.00.00.1
Locomotion velocity, session 30.60.70.70.8
Locomotion distance, session 30.00.00.00.1
Stereotopy head waving bouts, day 31.61.91.91.4
Stereotopy head waving duration, day 31.51.71.71.3
Locomotion velocity, session 72.22.42.41.5
Locomotion distance, session 70.40.50.50.7
Stereotopy head waving bouts, day 70.40.40.40.7
Stereotopy head waving duration, day 70.00.00.0-0.0
Locomotion velocity, session 80.81.01.0-1.0
Locomotion distance, session 80.91.31.31.2
Degree of sensitization distance0.40.40.40.7
Degree of sensitization stereotypy0.10.10.1-0.3
Conditioned locomotion0.80.90.9-1.0
Cocaine response after cond. corrected1.11.21.21.1
Cocaine response after cond. not corrected0.80.90.91.0
Cocaine response before conditioning0.60.70.7-0.8
Saline control response1.82.42.4-1.5
Bone: connectivity density0.00.00.00.1
Bone: cortical apparent density0.20.30.3-0.5
Bone: cortical area0.91.31.3-1.2
Bone: cortical porosity0.70.70.70.9
Bone: cortical porosity0.10.10.10.3
Bone: cortical thickness3.76.06.0-2.5
Bone: cortical thickness2.02.42.4-1.5
Bone: cortical tissue density0.30.40.4-0.7
Condit. Reinf. active minus inactive responses0.00.00.00.1
Condit. Reinf. active-inactive response ratio0.00.00.00.1
Condit. Reinf. active responses0.10.10.10.3
Condit. Reinf. inactive responses0.30.30.30.6
Incentive salience index mean0.10.10.10.3
Condit. Reinf. lever presses0.00.00.0-0.1
Condit. Reinf. active minus inactive responses0.10.10.10.3
Condit. Reinf. active-inactive response ratio0.40.40.40.6
Condit. Reinf. active responses0.20.20.20.5
Condit. Reinf. inactive responses0.30.40.40.6
Condit. Reinf. lever presses1.11.41.4-1.2
Condit. Reinf. lever reinforcers received0.00.00.00.2
Conditioned reinforcement - actives0.00.00.0-0.1
Conditioned reinforcement - inactives2.02.32.31.5
Conditioned locomotion2.02.42.41.5
Patch foraging indifference point 0 sec0.10.10.10.3
Patch foraging indifference point AUC3.64.14.1-2.0
Delay disc. indifference point, 0s delay2.32.52.51.6
Delay disc. indifference point, 16s delay1.21.21.21.1
Delay disc. indifference point, 2s delay0.20.20.20.5
Delay disc. indifference point, 24s delay0.00.00.00.2
Delay disc. indifference point, 4s delay1.01.11.11.0
Delay disc. indifference point, 8s delay0.60.60.60.8
Indifference point function ln k5.77.97.92.8
Indifference point function log k5.77.97.92.8
Patch foraging total patch changes 0 sec0.00.00.00.0
Patch foraging total patch changes 12 sec2.02.62.6-1.6
Patch foraging total patch changes 18 sec0.10.10.1-0.3
Patch foraging total patch changes 24 sec2.63.13.1-1.8
Patch foraging total patch changes 6 sec0.40.60.6-0.8
Patch foraging time to switch 0 sec0.10.20.20.4
Patch foraging water rate 0 sec0.00.10.10.3
Patch foraging water rate 12 sec1.01.61.61.2
Patch foraging water rate 18 sec0.91.21.21.1
Patch foraging water rate 24 sec0.50.80.80.9
Patch foraging water rate 6 sec0.10.20.20.5
Seeking ratio, delayed vs. immediate footshock0.40.50.50.7
Distance traveled before self-admin0.20.20.2-0.5
Distance traveled after self-admin0.20.30.3-0.5
Extensor digitorum longus weight2.811.111.1-3.3
Bone: elastic displacement0.00.10.1-0.2
Bone: elastic work1.11.51.5-1.2
Bone: endosteal estimation1.94.14.12.0
Bone: endosteal perimeter2.45.15.12.3
Epididymis fat weight2.25.15.12.3
Delta time in closed arm before/after self-admin0.00.00.00.1
Delta time in open arm before/after self-admin0.60.60.6-0.8
Diff in mean of infusions in LGA sessions1.01.21.2-1.1
Delay discount exponential model param0.70.70.7-0.9
Extinction: sum of active levers before priming1.01.01.0-1.0
Active lever presses in extinction session 64.44.34.3-2.1
Bone: final force0.91.41.4-1.2
Bone: final moment0.81.31.3-1.1
Food consumed during 24 hour testing period0.70.90.9-0.9
Glucose3.85.85.82.4
Heart weight2.23.13.11.8
Delay discount hyperbolic model param0.60.60.6-0.8
Intermittent access intake day 1-15 change0.10.10.1-0.3
Intermittent access intake escalation0.00.00.00.1
Intermittent access intake escalation 20.30.30.3-0.5
Intermitt. access day 1 inactive lever presses1.31.41.41.2
Intermitt. access day 15 inactive lever presses1.01.11.11.0
Intermitt. access escalation Index5.54.94.92.2
Intermittent access day 1 total infusions10.311.911.93.5
Intermittent access day 15 total infusions6.37.07.02.6
Intermittent access terminal intake (last 3 days)5.35.85.82.4
Intermittent access total infusions7.17.97.92.8
Intermittent access day 1 locomotion9.29.69.63.1
Intermittent access day 15 total locomotion4.54.84.82.2
Intermittent access total locomotion10.211.611.63.4
Intermittent access standard deviation0.30.30.30.6
Left kidney weight0.30.80.80.9
Right kidney weight0.10.20.2-0.5
Cocaine induced anxiety0.10.10.1-0.3
Post-drug Anxiety3.33.73.7-1.9
Baseline Anxiety3.13.33.3-1.8
Tail length1.44.24.2-2.1
Length with tail2.69.49.4-3.1
Length without tail2.65.75.7-2.4
Times rat made contact with spout0.00.00.00.1
Lifetime Intake7.38.28.22.9
Liver weight, left0.00.00.00.2
Liver weight, right0.00.00.00.2
Locomotor activity0.10.10.10.3
Locomotor testing distance0.10.20.20.5
Locomotor testing rearing1.01.61.61.3
Locomotion in novel chamber2.02.52.51.6
Locomotion in novel chamber post-restriction1.41.71.71.3
Fecal boli incidents, locomotor time 10.20.20.2-0.5
Change in fecal boli incidents, locomotor task0.30.30.30.6
Time >=10cm from walls, locomotor time 12.62.62.61.6
Bouts of movement, locomotor time 11.61.71.7-1.3
Total resting periods, locomotor time 10.91.01.0-1.0
Rest time, locomotor task time 10.10.10.10.3
Distance moved, locomotor task time 10.30.30.30.5
Vertical activity count, locomotor time 10.50.50.50.7
Time >=10cm from walls, locomotor time 20.00.00.00.1
Bouts of movement, locomotor time 20.20.30.3-0.5
Total resting periods, locomotor time 20.00.00.0-0.2
Rest time, locomotor task time 21.61.81.81.4
Distance moved, locomotor task time 21.11.31.3-1.1
Vertical activity count, locomotor time 21.11.21.2-1.1
Light reinforcement 10.00.00.00.0
Light reinforcement 20.00.00.00.2
Bone: marrow area2.14.64.62.1
Bone: maximum diameter0.30.50.5-0.7
Bone: maximum force0.20.40.4-0.6
Bone: maximum moment0.20.30.3-0.6
Mean time between licks in bursts0.40.50.5-0.7
Mean num. licks in bursts0.40.50.50.7
Cd content in liver0.00.00.00.1
Co content in liver0.00.00.0-0.0
Cu content in liver0.00.00.0-0.1
Fe content in liver0.60.70.7-0.9
K content in liver0.00.00.00.2
Mg content in liver1.61.71.71.3
Mn content in liver1.61.81.8-1.4
Na content in liver1.51.61.6-1.3
Rb content in liver2.43.03.01.7
Se content in liver0.00.00.00.2
Sr content in liver5.34.84.8-2.2
Zn content in liver0.40.40.4-0.7
Bone: minimum diameter3.05.65.62.4
Time in familiar zone, hab. session 10.60.60.60.7
Time in novel zone, hab. session 10.10.10.1-0.3
Total zone transitions, hab. session 10.10.10.1-0.3
Total locomotion distance, hab. session 10.70.90.91.0
Locomotion velocity, hab. session 10.30.40.40.6
Time in familiar zone, hab. session 20.10.10.1-0.3
Time in novel zone, hab. session 20.10.10.10.4
Total zone transitions, hab. session 20.60.80.80.9
Total locomotion distance, hab. session 21.62.12.11.4
Locomotion velocity, hab. session 21.72.32.31.5
Novel to familiar place preference ratio0.40.40.4-0.6
Novelty place preference0.10.10.1-0.4
Time in novel zone, NPP test0.10.10.1-0.3
Total zone transitions, NPP test0.00.00.0-0.1
Total locomotion distance, NPP test0.30.40.40.6
Locomotion velocity, NPP test0.20.20.20.5
Intraocular pressure0.20.30.3-0.5
Delta distance traveled before/after self-admin0.00.00.0-0.2
Delta ambulatory time before/after self-admin0.10.10.1-0.3
Parametrial fat weight3.26.36.32.5
Pavlov. Cond. lever latency0.00.00.00.1
Pavlov. Cond. magazine entry latency0.30.40.40.6
Pavlov. Cond. change in total contacts0.00.00.00.0
Pavlov. Cond. index score0.10.10.1-0.3
Pavlov. Cond. latency score0.00.00.00.0
Pavlov. Cond. lever contacts0.00.00.0-0.0
Pavlov. Cond. magazine entry number0.40.50.50.7
Pavlov. Cond. intertrial magazine entries0.00.00.0-0.1
Pavlov. Cond. lever-magazine prob. diff.0.10.10.1-0.4
Pavlov. Cond. response bias0.20.20.2-0.5
Pavlov. Cond. lever latency0.30.40.40.6
Pavlov. Cond. magazine entry latency1.11.21.2-1.1
Pavlov. Cond. change in total contacts0.70.90.9-1.0
Pavlov. Cond. index score0.81.11.1-1.0
Pavlov. Cond. latency score0.70.90.9-0.9
Pavlov. Cond. lever contacts0.81.11.1-1.1
Pavlov. Cond. magazine entry number2.63.13.11.8
Pavlov. Cond. intertrial magazine entries0.81.01.01.0
Pavlov. Cond. lever-magazine prob. diff.1.01.31.3-1.1
Pavlov. Cond. response bias1.31.81.8-1.3
Time in closed arm before self-admin0.10.10.1-0.3
Time in closed arm after self-admin0.10.10.10.3
Time in open arm before self-admin1.11.21.21.1
Time in open arm after self-admin0.10.10.1-0.3
Bone: periosteal estimation0.10.10.10.3
Bone: periosteal perimeter0.00.00.00.1
Bone: post-yield work3.14.24.22.0
Progressive ratio test 1 active lever presses2.72.82.81.7
Progressive ratio test 1 breakpoint2.02.12.11.5
Progressive ratio test 1 inactive lever presses1.71.81.81.3
Progressive ratio test 2 active lever presses3.74.04.02.0
Progressive ratio test 2 breakpoint3.13.53.51.9
Progressive ratio test 2 inactive lever presses7.28.38.32.9
Incentive Sensitization - Responses0.80.80.80.9
Incentive Sensitization - Breakpoint0.80.90.90.9
Sum of active levers in priming session hrs 5-65.75.55.5-2.3
Progressive ratio0.10.10.10.4
Food seeking constrained by brief footshock0.20.30.3-0.5
Seeking ratio, punishment vs. effort0.00.00.0-0.1
Retroperitoneal fat weight3.812.512.53.5
Reaction time number correct0.60.90.9-0.9
Reaction time mean minus median2.53.23.2-1.8
Reaction time mean minus median AUC2.63.43.4-1.8
Reaction time num false alarms0.00.00.0-0.2
Reaction time num false alarms AUC0.30.40.4-0.6
Reaction time trials correct on left0.60.90.9-0.9
Reaction time trials on left0.81.11.1-1.1
Reaction time mean0.20.30.3-0.5
Reaction time mean AUC0.10.10.1-0.4
Median of all reaction times0.00.00.00.0
Reaction time omissions1.52.02.0-1.4
Reaction time false alarm rate0.00.00.0-0.0
Reaction time premature initiation rate2.53.43.4-1.8
Reaction time premature initiations4.46.26.2-2.5
Std. dev. reaction times1.31.81.8-1.3
Reaction time trials completed0.81.11.1-1.1
Reaction time trials AUC0.50.70.7-0.8
Run reversals in cocaine runway, females0.80.80.80.9
Run reversals in cocaine runway, males0.80.80.8-0.9
Latency to leave start box in cocaine runway0.60.70.70.8
Latency to leave start box in cocaine runway, F0.30.30.30.5
Latency to leave start box in cocaine runway, M0.00.00.00.1
Std. dev. time between licks in bursts0.10.10.1-0.3
Total sessions with >9 infusions3.74.14.12.0
Short access day 1 total inactive lever presses3.23.53.51.9
Short access day 10 total inactive lever presses2.02.22.21.5
Short access day 1 total infusions8.38.98.93.0
Short access day 10 total infusions7.68.58.52.9
Short access total infusions5.25.95.92.4
Short access day 1 locomotion6.16.66.62.6
Short access day 10 total locomotion5.36.06.02.4
Short access total locomotion5.45.65.62.4
One hour access (0.3 mA shock)6.57.67.62.8
Compulsive drug intake2.52.62.6-1.6
One hour access (shock baseline)5.46.26.22.5
Social response proportion0.30.30.3-0.5
Social responses0.40.60.6-0.8
Social time0.70.90.9-1.0
Soleus weight2.26.36.32.5
Bone: stiffness0.00.00.0-0.2
Tibialis anterior weight9.231.331.3-5.6
Time to tail flick, vehicle, before self-admin0.00.00.00.1
Time to tail flick, vehicle, after self-admin0.00.00.00.1
Time to tail flick, test, before self-admin3.73.63.61.9
Time to tail flick, test, after self-admin0.10.10.1-0.4
Delta time to tail flick, vehicle, before/after SA0.00.00.00.0
Delta time to tail flick, test, before/after SA6.55.85.8-2.4
Tibia length1.74.94.9-2.2
Ambulatory time before self-admin0.30.30.3-0.5
Ambulatory time after self-admin0.20.20.20.4
Bone: tissue strength0.00.00.00.1
Total heroin consumption3.33.93.9-2.0
Bone: trabecular number0.10.10.10.4
Bone: trabecular spacing0.00.00.00.2
Bone: trabecular thickness1.21.41.41.2
Bone: trabecular tissue density1.21.71.71.3
Water consumed over 24 hours0.50.60.6-0.8
Number of responses in last shaping day0.50.50.50.7