LOC102551925

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 mRNA stability LOC102551925 0.14 0.08 1.4e-15 0.09 0.12 0.12 0.12 2.7e-10 2.8e-13 1.9e-13 4.3e-13
2 Liver gene expression LOC102551925 0.18 0.1 0.0e+00 0.13 0.16 0.16 0.16 2.2e-14 2.2e-17 1.3e-17 3.0e-17

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
Bone: apparent density0.10.10.1-0.2-0.4
Area under the delay curve0.00.00.0-0.1-0.1
BMI with tail8.728.128.85.45.2
BMI without tail1.73.63.61.91.9
Body weight1.35.65.62.42.3
Weight adjusted by age0.00.00.00.10.1
Bone surface0.30.50.8-0.5-0.9
Bone volume0.20.30.4-0.4-0.7
Breakpoint value in progressive ratio session2.22.42.5-1.6-1.5
Number of licking bursts4.24.95.12.32.2
Context. condit. distance diff. score0.40.50.70.80.6
Locomotion velocity, session 10.00.00.0-0.2-0.1
Locomotion distance, session 10.30.40.5-0.7-0.7
Locomotion velocity, session 21.72.02.2-1.5-1.4
Locomotion distance, session 23.95.45.9-2.4-2.2
Locomotion velocity, session 35.86.77.2-2.7-2.5
Locomotion distance, session 30.10.10.2-0.4-0.3
Stereotopy head waving bouts, day 36.47.57.6-2.7-2.8
Stereotopy head waving duration, day 33.84.64.6-2.1-2.1
Locomotion velocity, session 70.10.10.2-0.4-0.3
Locomotion distance, session 70.10.10.20.30.4
Stereotopy head waving bouts, day 71.11.21.4-1.0-1.2
Stereotopy head waving duration, day 71.01.21.4-1.0-1.2
Locomotion velocity, session 82.12.52.6-1.6-1.5
Locomotion distance, session 80.40.60.7-0.8-0.8
Degree of sensitization distance0.70.70.80.90.8
Degree of sensitization stereotypy0.00.00.00.20.0
Conditioned locomotion1.21.41.41.11.2
Cocaine response after cond. corrected2.93.33.31.81.8
Cocaine response after cond. not corrected3.13.43.41.81.8
Cocaine response before conditioning0.70.80.9-0.9-0.9
Saline control response0.40.50.50.70.7
Bone: connectivity density0.10.10.1-0.3-0.3
Bone: cortical apparent density1.62.12.31.41.5
Bone: cortical area0.81.11.31.11.0
Bone: cortical porosity0.00.00.0-0.1-0.1
Bone: cortical porosity0.10.10.10.30.2
Bone: cortical thickness1.42.42.41.51.5
Bone: cortical thickness0.81.01.20.81.1
Bone: cortical tissue density1.11.51.71.11.3
Condit. Reinf. active minus inactive responses1.92.12.2-1.4-1.5
Condit. Reinf. active-inactive response ratio0.10.10.2-0.3-0.4
Condit. Reinf. active responses2.93.63.8-1.8-1.9
Condit. Reinf. inactive responses1.92.32.3-1.5-1.5
Incentive salience index mean1.41.71.8-1.2-1.4
Condit. Reinf. lever presses0.50.60.7-0.7-0.8
Condit. Reinf. active minus inactive responses1.72.12.2-1.5-1.4
Condit. Reinf. active-inactive response ratio0.30.30.4-0.6-0.5
Condit. Reinf. active responses1.31.71.7-1.3-1.3
Condit. Reinf. inactive responses0.30.40.4-0.6-0.7
Condit. Reinf. lever presses2.73.63.9-2.0-1.8
Condit. Reinf. lever reinforcers received0.91.21.2-1.1-1.1
Conditioned reinforcement - actives0.00.00.0-0.1-0.0
Conditioned reinforcement - inactives2.02.32.31.51.5
Conditioned locomotion2.32.72.9-1.7-1.6
Patch foraging indifference point 0 sec3.86.26.62.42.6
Patch foraging indifference point AUC0.50.60.7-0.7-0.8
Delay disc. indifference point, 0s delay0.50.50.60.70.8
Delay disc. indifference point, 16s delay0.40.40.5-0.7-0.7
Delay disc. indifference point, 2s delay0.10.10.20.40.2
Delay disc. indifference point, 24s delay0.10.10.10.30.3
Delay disc. indifference point, 4s delay0.60.60.7-0.8-0.8
Delay disc. indifference point, 8s delay0.00.00.10.10.2
Indifference point function ln k0.20.30.30.50.6
Indifference point function log k0.20.30.30.50.6
Patch foraging total patch changes 0 sec3.86.16.32.42.5
Patch foraging total patch changes 12 sec2.22.93.01.71.7
Patch foraging total patch changes 18 sec0.00.00.00.20.1
Patch foraging total patch changes 24 sec0.50.60.70.80.7
Patch foraging total patch changes 6 sec2.23.33.41.81.9
Patch foraging time to switch 0 sec0.10.20.20.40.4
Patch foraging water rate 0 sec0.71.11.20.91.1
Patch foraging water rate 12 sec1.21.81.91.41.3
Patch foraging water rate 18 sec0.10.10.20.30.4
Patch foraging water rate 24 sec1.72.42.81.41.7
Patch foraging water rate 6 sec0.10.20.2-0.4-0.3
Seeking ratio, delayed vs. immediate footshock1.51.82.0-1.4-1.3
Distance traveled before self-admin1.11.21.3-1.1-1.1
Distance traveled after self-admin0.30.40.5-0.7-0.5
Extensor digitorum longus weight6.023.625.04.75.0
Bone: elastic displacement0.00.00.0-0.1-0.0
Bone: elastic work0.40.50.60.60.8
Bone: endosteal estimation0.91.92.51.61.1
Bone: endosteal perimeter0.20.30.5-0.4-0.7
Epididymis fat weight0.10.10.2-0.3-0.4
Delta time in closed arm before/after self-admin1.31.31.51.01.2
Delta time in open arm before/after self-admin1.11.11.21.11.0
Diff in mean of infusions in LGA sessions2.12.32.3-1.5-1.5
Delay discount exponential model param0.00.00.00.20.2
Extinction: sum of active levers before priming2.82.82.8-1.7-1.7
Active lever presses in extinction session 61.41.41.6-1.1-1.3
Bone: final force2.54.04.42.11.9
Bone: final moment2.43.84.22.11.9
Food consumed during 24 hour testing period0.40.50.50.70.7
Glucose1.92.83.11.61.8
Heart weight0.10.20.30.50.3
Delay discount hyperbolic model param0.00.00.0-0.10.0
Intermittent access intake day 1-15 change0.10.10.1-0.3-0.3
Intermittent access intake escalation0.00.00.0-0.00.1
Intermittent access intake escalation 20.30.30.3-0.6-0.5
Intermitt. access day 1 inactive lever presses0.00.00.00.00.2
Intermitt. access day 15 inactive lever presses0.60.70.9-0.9-0.7
Intermitt. access escalation Index0.10.10.1-0.3-0.3
Intermittent access day 1 total infusions0.30.30.40.50.6
Intermittent access day 15 total infusions0.20.30.40.40.6
Intermittent access terminal intake (last 3 days)0.20.20.20.40.5
Intermittent access total infusions0.50.50.60.60.8
Intermittent access day 1 locomotion0.00.00.00.10.1
Intermittent access day 15 total locomotion0.20.20.3-0.5-0.4
Intermittent access total locomotion0.20.20.3-0.5-0.5
Intermittent access standard deviation0.00.00.0-0.1-0.1
Left kidney weight0.00.10.10.40.1
Right kidney weight0.20.60.7-0.7-0.8
Cocaine induced anxiety2.22.52.6-1.6-1.6
Post-drug Anxiety0.60.70.7-0.8-0.9
Baseline Anxiety0.00.00.10.20.1
Tail length5.115.416.0-4.0-3.8
Length with tail2.07.37.4-2.7-2.7
Length without tail0.00.10.10.40.2
Times rat made contact with spout1.21.31.51.11.2
Lifetime Intake1.11.31.41.11.2
Liver weight, left2.23.53.92.01.8
Liver weight, right1.32.22.81.71.3
Locomotor activity4.57.27.6-2.8-2.6
Locomotor testing distance1.72.82.9-1.7-1.6
Locomotor testing rearing0.00.00.0-0.1-0.1
Locomotion in novel chamber0.40.40.50.70.6
Locomotion in novel chamber post-restriction3.74.44.6-2.1-2.1
Fecal boli incidents, locomotor time 10.70.80.80.90.9
Change in fecal boli incidents, locomotor task0.70.60.7-0.9-0.8
Time >=10cm from walls, locomotor time 10.30.40.40.60.6
Bouts of movement, locomotor time 10.50.60.6-0.8-0.8
Total resting periods, locomotor time 11.41.51.5-1.2-1.2
Rest time, locomotor task time 10.70.70.8-0.8-0.9
Distance moved, locomotor task time 10.60.60.70.80.8
Vertical activity count, locomotor time 11.61.71.91.21.4
Time >=10cm from walls, locomotor time 21.51.61.61.31.2
Bouts of movement, locomotor time 20.60.70.7-0.8-0.8
Total resting periods, locomotor time 20.60.60.6-0.8-0.8
Rest time, locomotor task time 20.10.10.2-0.3-0.4
Distance moved, locomotor task time 20.10.10.20.30.4
Vertical activity count, locomotor time 21.81.92.11.31.5
Light reinforcement 13.87.07.0-2.6-2.6
Light reinforcement 21.21.61.9-1.4-1.1
Bone: marrow area0.81.72.31.51.1
Bone: maximum diameter0.20.40.6-0.6-0.8
Bone: maximum force2.74.75.02.22.1
Bone: maximum moment2.64.54.92.22.1
Mean time between licks in bursts0.50.70.8-0.8-0.9
Mean num. licks in bursts1.21.41.6-1.3-1.1
Cd content in liver0.50.50.50.70.7
Co content in liver1.01.21.4-1.2-1.0
Cu content in liver0.70.91.20.71.1
Fe content in liver0.60.70.80.80.9
K content in liver0.60.60.7-0.8-0.8
Mg content in liver0.40.40.5-0.6-0.7
Mn content in liver0.70.70.9-0.8-1.0
Na content in liver0.00.00.00.1-0.0
Rb content in liver0.50.60.60.80.8
Se content in liver0.20.20.4-0.6-0.3
Sr content in liver0.00.00.0-0.0-0.2
Zn content in liver1.31.41.4-1.2-1.2
Bone: minimum diameter0.20.40.50.70.5
Time in familiar zone, hab. session 15.75.45.7-2.4-2.3
Time in novel zone, hab. session 13.43.33.61.91.8
Total zone transitions, hab. session 10.91.21.4-1.2-1.0
Total locomotion distance, hab. session 12.43.43.5-1.9-1.8
Locomotion velocity, hab. session 12.53.53.7-1.9-1.8
Time in familiar zone, hab. session 25.05.15.6-2.4-2.2
Time in novel zone, hab. session 25.25.25.42.32.2
Total zone transitions, hab. session 20.10.10.20.30.4
Total locomotion distance, hab. session 20.60.80.9-1.0-0.8
Locomotion velocity, hab. session 20.71.01.1-1.1-0.9
Novel to familiar place preference ratio2.42.52.71.61.5
Novelty place preference1.51.61.71.31.2
Time in novel zone, NPP test2.22.32.41.61.5
Total zone transitions, NPP test0.10.10.20.20.4
Total locomotion distance, NPP test0.00.00.0-0.1-0.1
Locomotion velocity, NPP test0.10.20.2-0.5-0.4
Intraocular pressure0.40.60.7-0.9-0.6
Delta distance traveled before/after self-admin0.00.00.0-0.00.2
Delta ambulatory time before/after self-admin0.00.00.0-0.00.1
Parametrial fat weight0.00.00.1-0.2-0.2
Pavlov. Cond. lever latency0.10.20.20.40.4
Pavlov. Cond. magazine entry latency1.41.82.0-1.3-1.4
Pavlov. Cond. change in total contacts0.30.30.40.70.5
Pavlov. Cond. index score0.50.70.7-0.8-0.9
Pavlov. Cond. latency score0.60.80.9-0.8-0.9
Pavlov. Cond. lever contacts0.10.10.1-0.3-0.3
Pavlov. Cond. magazine entry number0.40.50.70.60.8
Pavlov. Cond. intertrial magazine entries0.00.00.0-0.1-0.0
Pavlov. Cond. lever-magazine prob. diff.0.70.80.9-0.9-1.0
Pavlov. Cond. response bias0.70.91.0-0.9-1.0
Pavlov. Cond. lever latency1.92.62.71.71.6
Pavlov. Cond. magazine entry latency2.42.83.1-1.6-1.8
Pavlov. Cond. change in total contacts0.60.81.0-0.8-1.0
Pavlov. Cond. index score2.12.62.8-1.6-1.7
Pavlov. Cond. latency score2.43.03.1-1.7-1.8
Pavlov. Cond. lever contacts1.52.02.1-1.4-1.4
Pavlov. Cond. magazine entry number2.12.62.91.51.7
Pavlov. Cond. intertrial magazine entries0.91.21.41.01.2
Pavlov. Cond. lever-magazine prob. diff.2.22.72.9-1.6-1.7
Pavlov. Cond. response bias2.12.92.9-1.7-1.7
Time in closed arm before self-admin0.00.00.00.20.1
Time in closed arm after self-admin0.30.30.40.40.7
Time in open arm before self-admin0.00.00.1-0.1-0.3
Time in open arm after self-admin1.51.62.01.41.1
Bone: periosteal estimation1.02.12.71.61.3
Bone: periosteal perimeter0.00.00.00.2-0.1
Bone: post-yield work0.50.70.80.90.7
Progressive ratio test 1 active lever presses1.92.02.11.51.3
Progressive ratio test 1 breakpoint2.02.12.41.51.4
Progressive ratio test 1 inactive lever presses0.00.10.10.30.2
Progressive ratio test 2 active lever presses0.70.80.80.90.8
Progressive ratio test 2 breakpoint0.20.20.20.50.4
Progressive ratio test 2 inactive lever presses0.30.30.30.60.6
Incentive Sensitization - Responses0.10.10.1-0.3-0.3
Incentive Sensitization - Breakpoint0.20.20.2-0.4-0.4
Sum of active levers in priming session hrs 5-60.40.30.4-0.6-0.6
Progressive ratio1.41.61.91.21.4
Food seeking constrained by brief footshock2.12.62.6-1.6-1.6
Seeking ratio, punishment vs. effort2.83.43.7-1.8-1.9
Retroperitoneal fat weight2.89.19.23.03.0
Reaction time number correct1.11.61.71.31.3
Reaction time mean minus median1.82.42.7-1.6-1.5
Reaction time mean minus median AUC2.02.62.8-1.6-1.7
Reaction time num false alarms0.71.01.01.01.0
Reaction time num false alarms AUC0.81.11.31.01.1
Reaction time trials correct on left1.11.61.71.31.3
Reaction time trials on left1.11.51.61.21.2
Reaction time mean1.62.22.3-1.4-1.5
Reaction time mean AUC0.70.91.1-0.9-1.0
Median of all reaction times0.81.11.2-0.9-1.1
Reaction time omissions0.00.00.00.1-0.0
Reaction time false alarm rate0.10.10.10.30.4
Reaction time premature initiation rate1.52.02.2-1.5-1.3
Reaction time premature initiations0.30.50.6-0.7-0.6
Std. dev. reaction times1.01.51.6-1.2-1.2
Reaction time trials completed1.11.51.61.21.2
Reaction time trials AUC1.21.71.81.31.3
Run reversals in cocaine runway, females2.42.32.3-1.5-1.5
Run reversals in cocaine runway, males2.62.52.9-1.5-1.7
Latency to leave start box in cocaine runway0.00.00.0-0.10.1
Latency to leave start box in cocaine runway, F0.00.00.00.20.0
Latency to leave start box in cocaine runway, M0.10.10.1-0.20.3
Std. dev. time between licks in bursts0.40.50.6-0.7-0.8
Total sessions with >9 infusions0.30.30.40.60.5
Short access day 1 total inactive lever presses0.00.00.00.10.2
Short access day 10 total inactive lever presses0.10.10.10.20.3
Short access day 1 total infusions1.01.01.21.10.9
Short access day 10 total infusions0.91.01.10.91.0
Short access total infusions1.82.02.21.51.3
Short access day 1 locomotion0.00.00.0-0.1-0.2
Short access day 10 total locomotion1.21.31.4-1.2-1.1
Short access total locomotion0.10.10.1-0.2-0.3
One hour access (0.3 mA shock)0.40.40.50.60.7
Compulsive drug intake0.10.10.10.20.4
One hour access (shock baseline)0.20.20.30.50.5
Social response proportion1.21.31.6-1.0-1.3
Social responses11.114.314.4-3.8-3.8
Social time1.21.51.71.21.3
Soleus weight6.418.819.84.24.4
Bone: stiffness5.18.19.03.02.7
Tibialis anterior weight1.34.44.52.12.1
Time to tail flick, vehicle, before self-admin2.02.02.2-1.5-1.4
Time to tail flick, vehicle, after self-admin0.10.10.1-0.2-0.4
Time to tail flick, test, before self-admin1.11.11.3-1.0-1.1
Time to tail flick, test, after self-admin0.20.20.2-0.4-0.4
Delta time to tail flick, vehicle, before/after SA1.11.11.21.11.0
Delta time to tail flick, test, before/after SA0.10.10.1-0.4-0.2
Tibia length1.13.23.5-1.9-1.7
Ambulatory time before self-admin0.30.30.3-0.6-0.5
Ambulatory time after self-admin0.10.10.2-0.4-0.2
Bone: tissue strength4.84.75.02.22.1
Total heroin consumption3.13.63.6-1.9-1.9
Bone: trabecular number1.11.81.9-1.4-1.3
Bone: trabecular spacing0.60.70.80.80.9
Bone: trabecular thickness0.00.00.1-0.1-0.3
Bone: trabecular tissue density7.210.110.23.23.2
Water consumed over 24 hours0.50.60.70.80.8
Number of responses in last shaping day0.70.80.9-0.9-0.8