Hub : Genes

Ppp1r11

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	pVTA	gene expression	Ppp1r11	0.04	0.03	8.2e-03	0.03	0.02	0.02	0.02	1.6e-03	1.3e-02	5.1e-03	6.0e-03
2	Brain	mRNA stability	Ppp1r11	0.07	0.04	1.1e-05	0.05	0.04	0.04	0.04	1.1e-05	2.2e-04	7.6e-05	7.2e-05
3	Liver	mRNA stability	Ppp1r11	0.02	0.02	2.9e-03	0.02	0.02	0.02	0.02	1.1e-03	2.1e-03	1.6e-03	3.9e-03
4	Adipose	mRNA stability	Ppp1r11	0.03	0.02	2.6e-03	0.01	0.01	0.01	0.01	1.5e-02	7.8e-03	1.9e-02	1.3e-02
5	NAcc	mRNA stability	Ppp1r11	0.02	0.01	2.1e-03	0.01	0.01	0.01	0.01	1.3e-02	2.7e-03	6.4e-03	7.2e-03
6	Liver	gene expression	Ppp1r11	0.08	0.04	6.2e-08	0.06	0.05	0.06	0.07	1.8e-07	1.1e-06	9.3e-07	8.1e-08

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	3	4	5	6
Bone: apparent density	1.3	2.5	3.3	1.5	1.7	1.7	-1.1	-1.8	1.5
Area under the delay curve	1.1	1.7	2.5	-0.2	-1.5	-1.5	1.5	1.6	-0.7
BMI with tail	1.5	5.3	8.0	1.1	-2.2	-2.2	2.8	2.2	-2.8
BMI without tail	1.3	7.1	9.8	0.4	-2.9	-2.9	3.1	2.9	-2.6
Body weight	4.4	19.1	30.4	-2.6	-5.5	-5.5	3.8	5.0	-2.9
Weight adjusted by age	1.0	2.9	6.9	-1.2	-2.6	-2.6	0.6	1.3	0.5
Bone surface	0.3	0.5	1.9	-0.8	-0.2	-0.2	-0.7	-0.2	1.4
Bone volume	0.2	0.3	1.5	0.2	-0.0	-0.0	-0.4	-0.4	1.2
Breakpoint value in progressive ratio session	0.2	0.3	1.2	0.5	0.5	0.5	-0.1	-0.3	-1.1
Number of licking bursts	0.1	0.2	1.3	-1.1	-0.0	-0.0	-0.3	0.2	-0.2
Context. condit. distance diff. score	5.1	6.2	10.5	-1.5	2.4	2.4	-3.2	-2.6	2.5
Locomotion velocity, session 1	0.2	0.2	0.5	-0.5	0.3	0.3	-0.7	-0.4	0.6
Locomotion distance, session 1	0.7	0.9	2.1	1.5	1.1	1.1	-0.3	-0.9	0.3
Locomotion velocity, session 2	0.3	0.4	1.3	-0.5	-0.2	-0.2	0.4	0.6	-1.1
Locomotion distance, session 2	0.6	0.8	1.2	0.5	1.0	1.0	-0.9	-1.1	0.9
Locomotion velocity, session 3	0.5	0.6	1.8	0.8	0.1	0.1	0.9	0.5	-1.3
Locomotion distance, session 3	1.0	1.1	1.9	0.6	1.4	1.4	-0.9	-1.3	0.5
Stereotopy head waving bouts, day 3	0.9	1.0	2.6	-1.6	-1.0	-1.0	0.3	1.1	-0.6
Stereotopy head waving duration, day 3	0.7	0.8	1.4	-1.2	-1.0	-1.0	0.6	1.1	-0.6
Locomotion velocity, session 7	3.3	3.6	4.7	0.5	2.1	2.1	-2.0	-2.2	2.0
Locomotion distance, session 7	2.6	3.3	4.6	1.1	2.0	2.0	-1.6	-2.2	1.8
Stereotopy head waving bouts, day 7	1.3	1.5	2.4	-0.7	-1.5	-1.5	1.1	1.6	-0.7
Stereotopy head waving duration, day 7	1.5	1.8	2.9	-0.8	-1.6	-1.6	1.3	1.7	-0.9
Locomotion velocity, session 8	1.4	1.7	7.0	-2.6	-0.4	-0.4	-1.3	0.0	1.1
Locomotion distance, session 8	3.3	4.8	8.1	-1.1	1.9	1.9	-2.8	-2.4	2.5
Degree of sensitization distance	0.3	0.3	0.9	-0.8	0.1	0.1	-0.7	-0.3	0.9
Degree of sensitization stereotypy	0.4	0.5	0.9	-0.2	-0.8	-0.8	0.8	0.9	-0.5
Conditioned locomotion	2.4	2.8	3.9	-0.7	-1.7	-1.7	1.6	2.0	-1.9
Cocaine response after cond. corrected	0.2	0.3	0.9	0.5	0.6	0.6	0.3	0.0	-0.9
Cocaine response after cond. not corrected	0.3	0.5	0.8	-0.9	-0.5	-0.5	0.4	0.8	-0.8
Cocaine response before conditioning	3.4	4.0	7.1	-2.3	-2.7	-2.7	0.9	2.0	0.2
Saline control response	1.1	1.5	2.5	1.1	-1.3	-1.3	1.6	1.2	-0.8
Bone: connectivity density	2.6	4.1	5.4	0.8	2.2	2.2	-1.9	-2.3	2.2
Bone: cortical apparent density	0.7	1.1	1.9	1.4	-0.7	-0.7	1.4	0.7	-1.0
Bone: cortical area	0.6	1.0	2.3	-0.8	-1.5	-1.5	0.3	0.8	0.3
Bone: cortical porosity	0.1	0.1	0.1	-0.0	-0.3	-0.3	0.3	0.3	-0.0
Bone: cortical porosity	0.2	0.2	0.6	-0.7	-0.5	-0.5	-0.1	0.2	0.5
Bone: cortical thickness	1.4	2.3	3.9	1.5	-1.6	-1.6	2.0	1.3	-1.1
Bone: cortical thickness	1.2	1.5	4.2	2.0	-0.6	-0.6	1.5	0.6	-1.2
Bone: cortical tissue density	0.6	0.9	1.7	1.3	-0.6	-0.6	1.3	0.7	-1.0
Condit. Reinf. active minus inactive responses	0.1	0.1	0.1	0.0	0.4	0.4	-0.2	-0.3	0.1
Condit. Reinf. active-inactive response ratio	0.6	0.7	1.5	0.5	-0.5	-0.5	1.1	0.8	-1.2
Condit. Reinf. active responses	0.3	0.4	0.7	0.3	0.8	0.8	-0.6	-0.8	0.3
Condit. Reinf. inactive responses	1.6	2.1	3.2	1.2	1.6	1.6	-1.2	-1.8	1.1
Incentive salience index mean	0.5	0.6	1.1	-0.9	0.8	0.8	-1.0	-0.7	0.3
Condit. Reinf. lever presses	1.8	2.7	5.0	-1.6	1.6	1.6	-2.2	-1.6	0.7
Condit. Reinf. active minus inactive responses	0.4	0.6	1.0	-0.8	-1.0	-1.0	0.4	0.9	0.0
Condit. Reinf. active-inactive response ratio	1.0	1.6	2.3	-1.3	-1.5	-1.5	0.9	1.5	-0.7
Condit. Reinf. active responses	0.2	0.3	0.8	-0.3	0.3	0.3	-0.7	-0.5	0.9
Condit. Reinf. inactive responses	0.8	1.3	1.8	0.5	1.2	1.2	-1.1	-1.4	1.1
Condit. Reinf. lever presses	1.8	2.7	4.6	-0.0	1.4	1.4	-1.9	-1.9	2.2
Condit. Reinf. lever reinforcers received	0.4	0.6	1.2	-0.4	0.6	0.6	-0.9	-0.7	1.1
Conditioned reinforcement - actives	0.3	1.1	1.6	1.2	-1.3	-1.3	1.1	0.8	-0.1
Conditioned reinforcement - inactives	0.4	1.0	2.0	0.9	-1.4	-1.4	0.9	0.5	-0.2
Conditioned locomotion	0.1	0.2	0.4	-0.1	-0.6	-0.6	0.3	0.4	-0.4
Patch foraging indifference point 0 sec	0.4	1.0	3.0	1.7	0.4	0.4	-0.1	-0.8	1.5
Patch foraging indifference point AUC	0.5	1.3	2.4	-0.6	-1.6	-1.6	0.9	1.2	-0.2
Delay disc. indifference point, 0s delay	0.7	0.8	1.6	-0.8	-0.6	-0.6	0.8	1.3	-1.0
Delay disc. indifference point, 16s delay	1.2	1.7	3.1	1.6	-1.1	-1.1	1.8	1.1	-0.7
Delay disc. indifference point, 2s delay	1.8	2.0	3.0	-1.0	-1.6	-1.6	1.3	1.7	-1.1
Delay disc. indifference point, 24s delay	0.3	0.5	0.8	0.5	-0.8	-0.8	0.9	0.7	-0.0
Delay disc. indifference point, 4s delay	2.9	3.1	4.7	-1.1	-2.1	-2.1	1.6	2.2	-1.2
Delay disc. indifference point, 8s delay	0.1	0.2	0.4	0.1	-0.7	-0.7	0.3	0.3	0.5
Indifference point function ln k	0.2	0.6	1.4	-0.6	0.2	0.2	-1.2	-0.8	1.0
Indifference point function log k	0.2	0.6	1.4	-0.6	0.2	0.2	-1.2	-0.8	1.0
Patch foraging total patch changes 0 sec	0.4	1.0	3.5	1.9	0.3	0.3	0.0	-0.7	1.4
Patch foraging total patch changes 12 sec	0.4	0.6	2.6	1.6	-0.2	-0.2	0.5	-0.1	0.8
Patch foraging total patch changes 18 sec	0.6	1.3	5.1	2.3	0.9	0.9	0.2	-0.8	0.5
Patch foraging total patch changes 24 sec	0.6	1.9	7.5	2.7	0.9	0.9	0.2	-1.1	1.2
Patch foraging total patch changes 6 sec	0.7	1.1	5.1	2.3	-0.3	-0.3	1.1	0.3	0.4
Patch foraging time to switch 0 sec	0.3	1.2	3.1	1.5	0.6	0.6	1.0	0.3	-1.8
Patch foraging water rate 0 sec	0.2	0.9	3.9	0.2	-0.6	-0.6	-0.5	-0.4	2.0
Patch foraging water rate 12 sec	0.0	0.1	0.6	0.7	0.1	0.1	0.1	-0.3	0.3
Patch foraging water rate 18 sec	0.0	0.1	0.3	-0.2	-0.0	-0.0	-0.2	-0.0	0.6
Patch foraging water rate 24 sec	0.1	0.2	0.4	0.1	-0.3	-0.3	0.6	0.6	-0.1
Patch foraging water rate 6 sec	0.1	0.2	0.7	0.8	0.3	0.3	0.1	-0.4	0.1
Seeking ratio, delayed vs. immediate footshock	0.6	0.8	1.8	-0.7	-0.7	-0.7	0.7	1.0	-1.3
Distance traveled before self-admin	0.4	0.8	2.9	-1.7	0.1	0.1	-1.0	-0.3	0.9
Distance traveled after self-admin	0.4	0.7	3.6	-1.9	-0.4	-0.4	0.0	0.7	-0.3
Extensor digitorum longus weight	0.5	1.8	6.1	-1.3	0.2	0.2	-1.5	-0.9	2.5
Bone: elastic displacement	0.4	0.5	0.9	0.7	-0.2	-0.2	1.0	0.7	-0.9
Bone: elastic work	0.8	1.0	1.5	-0.0	-0.9	-0.9	1.2	1.2	-1.2
Bone: endosteal estimation	1.9	4.7	16.9	-4.1	-2.0	-2.0	-0.3	1.6	0.4
Bone: endosteal perimeter	1.3	3.3	11.7	-3.4	-0.2	-0.2	-2.1	-0.5	1.8
Epididymis fat weight	2.2	10.9	36.9	6.1	-0.7	-0.7	4.2	1.3	-2.9
Delta time in closed arm before/after self-admin	0.4	0.3	0.7	0.1	-0.8	-0.8	0.7	0.5	-0.2
Delta time in open arm before/after self-admin	0.3	0.3	1.1	-0.8	-0.0	-0.0	-0.3	-0.1	1.0
Diff in mean of infusions in LGA sessions	1.0	1.9	3.1	1.1	1.8	1.8	-1.1	-1.7	0.1
Delay discount exponential model param	1.3	1.8	2.6	0.2	1.6	1.6	-1.5	-1.6	0.7
Extinction: sum of active levers before priming	0.3	0.5	0.7	0.8	0.8	0.8	-0.4	-0.8	-0.7
Active lever presses in extinction session 6	1.2	1.2	3.0	1.7	0.1	0.1	1.1	0.3	-1.7
Bone: final force	1.7	2.8	4.3	0.2	-2.1	-2.1	1.9	1.8	-1.1
Bone: final moment	1.2	1.9	3.5	0.1	-1.9	-1.9	1.5	1.5	-0.5
Food consumed during 24 hour testing period	0.4	0.9	2.4	-1.6	-0.8	-0.8	0.2	0.9	-0.7
Glucose	3.3	5.3	11.0	-3.3	1.2	1.2	-3.1	-1.5	2.4
Heart weight	1.7	2.8	5.7	-0.4	-2.4	-2.4	1.5	1.7	-0.3
Delay discount hyperbolic model param	1.5	1.9	2.8	0.2	1.6	1.6	-1.6	-1.7	0.9
Intermittent access intake day 1-15 change	0.0	0.1	0.3	-0.2	-0.0	-0.0	0.1	0.1	-0.5
Intermittent access intake escalation	0.1	0.5	1.3	0.1	-0.5	-0.5	0.8	0.7	-1.1
Intermittent access intake escalation 2	0.2	0.4	1.5	-1.2	-0.3	-0.3	-0.6	-0.1	0.6
Intermitt. access day 1 inactive lever presses	0.0	0.5	2.2	-1.5	-0.3	-0.3	-0.6	0.1	-0.2
Intermitt. access day 15 inactive lever presses	0.1	0.5	1.9	-1.4	-0.6	-0.6	0.1	0.6	0.0
Intermitt. access escalation Index	0.3	1.1	1.9	0.4	1.4	1.4	-0.9	-1.0	-0.9
Intermittent access day 1 total infusions	0.1	0.3	1.7	1.3	0.0	0.0	0.6	-0.1	0.0
Intermittent access day 15 total infusions	0.4	1.0	2.3	0.9	-0.5	-0.5	1.5	1.0	-1.2
Intermittent access terminal intake (last 3 days)	0.5	0.8	2.0	1.0	-0.6	-0.6	1.4	0.9	-0.6
Intermittent access total infusions	0.5	0.5	1.4	0.8	-0.5	-0.5	1.2	0.7	-0.4
Intermittent access day 1 locomotion	0.2	0.4	1.0	-0.1	-0.5	-0.5	0.8	0.7	-1.0
Intermittent access day 15 total locomotion	0.8	3.2	4.7	-0.8	-2.0	-2.0	1.8	2.2	-1.6
Intermittent access total locomotion	2.3	2.8	4.0	-0.9	-1.9	-1.9	1.7	2.0	-1.5
Intermittent access standard deviation	0.2	1.3	2.7	0.4	-1.6	-1.6	1.0	0.8	0.5
Left kidney weight	1.1	9.2	15.0	-1.9	-3.9	-3.9	2.7	3.5	-1.4
Right kidney weight	1.9	13.2	22.4	-2.1	-4.7	-4.7	3.1	4.2	-1.7
Cocaine induced anxiety	0.5	1.2	2.6	-1.6	0.9	0.9	-1.5	-0.7	0.8
Post-drug Anxiety	0.7	0.8	1.8	-1.3	0.4	0.4	-1.1	-0.7	0.8
Baseline Anxiety	0.3	0.5	2.1	1.5	0.2	0.2	0.4	-0.5	-0.5
Tail length	1.8	9.6	18.6	-4.3	-3.7	-3.7	1.0	3.2	-0.3
Length with tail	3.2	14.3	27.8	-5.3	-4.7	-4.7	1.0	3.7	0.5
Length without tail	2.0	10.2	16.7	-3.4	-4.1	-4.1	1.9	3.5	-1.0
Times rat made contact with spout	1.4	1.6	3.6	1.9	1.5	1.5	-0.2	-1.1	-0.1
Lifetime Intake	0.6	0.7	1.5	0.7	-0.9	-0.9	1.2	0.8	-0.3
Liver weight, left	1.3	2.3	10.3	-3.2	-1.0	-1.0	-0.8	0.7	0.3
Liver weight, right	2.8	4.8	13.3	-3.7	-2.3	-2.3	0.4	2.1	-0.7
Locomotor activity	1.4	2.1	8.4	-2.9	-0.5	-0.5	-1.3	0.1	1.5
Locomotor testing distance	0.6	1.4	2.7	-1.5	0.6	0.6	-1.4	-0.6	1.6
Locomotor testing rearing	0.2	0.6	2.6	-1.6	0.0	0.0	-0.7	0.1	0.8
Locomotion in novel chamber	0.1	0.1	0.3	-0.1	-0.4	-0.4	0.0	0.2	0.5
Locomotion in novel chamber post-restriction	0.3	0.8	1.4	-0.5	-1.2	-1.2	0.9	1.0	-0.3
Fecal boli incidents, locomotor time 1	0.5	1.3	2.4	0.3	1.5	1.5	-0.9	-1.1	0.9
Change in fecal boli incidents, locomotor task	2.1	2.2	3.0	-0.5	-1.7	-1.7	1.3	1.6	-1.6
Time >=10cm from walls, locomotor time 1	0.6	0.8	2.6	-1.6	-0.6	-0.6	0.3	1.0	-0.6
Bouts of movement, locomotor time 1	1.1	1.4	3.6	-0.6	0.7	0.7	-1.4	-1.1	1.9
Total resting periods, locomotor time 1	0.5	0.6	1.5	-0.7	0.4	0.4	-0.9	-0.6	1.2
Rest time, locomotor task time 1	0.4	0.7	1.9	-1.4	-0.7	-0.7	0.2	0.9	-0.5
Distance moved, locomotor task time 1	0.1	0.2	0.5	0.7	-0.4	-0.4	0.1	-0.3	0.7
Vertical activity count, locomotor time 1	0.0	0.2	0.5	0.4	-0.4	-0.4	-0.2	-0.4	0.7
Time >=10cm from walls, locomotor time 2	0.2	0.5	1.3	-1.1	-0.9	-0.9	0.1	0.6	0.3
Bouts of movement, locomotor time 2	0.3	0.9	3.6	-1.9	-0.7	-0.7	-0.2	0.7	0.4
Total resting periods, locomotor time 2	0.3	1.1	4.7	-2.2	-0.6	-0.6	-0.6	0.5	0.6
Rest time, locomotor task time 2	0.7	1.2	5.4	-2.3	0.3	0.3	-1.3	-0.1	0.4
Distance moved, locomotor task time 2	0.6	0.8	2.7	1.7	-0.6	-0.6	1.1	0.3	0.1
Vertical activity count, locomotor time 2	0.1	0.2	0.9	0.9	-0.3	-0.3	0.3	-0.2	0.3
Light reinforcement 1	0.1	0.2	1.1	1.1	-0.0	-0.0	0.5	0.1	-0.2
Light reinforcement 2	0.8	1.9	3.1	-0.9	-1.8	-1.8	1.1	1.7	-0.5
Bone: marrow area	1.9	4.6	16.4	-4.0	-2.0	-2.0	-0.3	1.6	0.3
Bone: maximum diameter	1.0	2.0	6.9	-2.6	-0.4	-0.4	-1.5	-0.3	1.5
Bone: maximum force	1.2	2.3	4.2	-0.3	-2.0	-2.0	1.5	1.6	-0.7
Bone: maximum moment	0.9	1.6	3.4	-0.5	-1.9	-1.9	1.0	1.3	0.0
Mean time between licks in bursts	0.3	1.6	6.6	-2.6	-0.1	-0.1	-1.3	-0.1	1.0
Mean num. licks in bursts	0.3	0.9	3.7	1.9	0.7	0.7	0.1	-0.8	0.1
Cd content in liver	0.2	0.2	0.9	1.0	-0.0	-0.0	0.1	-0.4	0.6
Co content in liver	0.6	0.7	1.8	1.4	-0.6	-0.6	1.1	0.5	-0.4
Cu content in liver	1.3	1.5	5.0	2.2	1.1	1.1	-0.1	-1.2	0.4
Fe content in liver	1.4	1.7	3.5	1.0	-0.8	-0.8	1.7	1.3	-1.9
K content in liver	0.5	0.5	0.8	0.9	0.9	0.9	-0.4	-0.8	0.2
Mg content in liver	0.7	0.8	1.4	-0.8	0.8	0.8	-1.2	-0.9	0.7
Mn content in liver	2.5	2.8	4.9	-2.2	1.4	1.4	-2.2	-1.3	1.2
Na content in liver	0.3	0.4	1.5	1.2	0.0	0.0	0.7	0.1	-0.6
Rb content in liver	0.5	0.6	1.0	0.4	0.7	0.7	-0.8	-1.0	0.8
Se content in liver	0.9	1.1	5.2	-2.3	-0.2	-0.2	-0.9	0.1	0.5
Sr content in liver	0.8	0.7	1.1	-1.0	-1.0	-1.0	0.3	0.7	-0.7
Zn content in liver	0.6	0.7	1.6	-0.4	0.4	0.4	-1.0	-0.8	1.3
Bone: minimum diameter	1.0	2.0	8.7	-2.9	-0.6	-0.6	-1.3	0.1	0.9
Time in familiar zone, hab. session 1	1.8	2.0	4.8	2.2	1.7	1.7	-0.2	-1.2	-0.1
Time in novel zone, hab. session 1	1.5	1.7	3.8	-2.0	-1.3	-1.3	-0.4	0.5	1.5
Total zone transitions, hab. session 1	0.8	1.2	1.7	0.6	1.1	1.1	-1.0	-1.3	1.1
Total locomotion distance, hab. session 1	0.5	0.7	1.0	0.7	1.0	1.0	-0.6	-1.0	0.6
Locomotion velocity, hab. session 1	0.3	0.4	0.7	0.9	0.7	0.7	-0.2	-0.6	-0.0
Time in familiar zone, hab. session 2	0.5	0.6	1.0	1.0	1.0	1.0	-0.3	-0.7	-0.1
Time in novel zone, hab. session 2	0.5	0.5	1.1	-0.5	-1.1	-1.1	0.5	0.7	0.2
Total zone transitions, hab. session 2	0.1	0.1	0.6	0.8	0.1	0.1	0.2	-0.1	-0.3
Total locomotion distance, hab. session 2	0.8	1.0	1.6	1.0	1.3	1.3	-0.6	-1.1	0.4
Locomotion velocity, hab. session 2	0.8	1.1	1.8	0.9	1.3	1.3	-0.7	-1.2	0.4
Novel to familiar place preference ratio	0.2	0.2	0.3	0.6	-0.5	-0.5	0.5	0.3	0.0
Novelty place preference	0.3	0.4	0.7	0.3	-0.8	-0.8	0.7	0.6	-0.1
Time in novel zone, NPP test	0.4	0.5	1.0	0.2	-1.0	-1.0	0.7	0.7	-0.0
Total zone transitions, NPP test	1.2	1.8	2.5	0.6	1.4	1.4	-1.3	-1.5	1.6
Total locomotion distance, NPP test	0.9	1.3	1.8	1.2	1.3	1.3	-0.7	-1.2	0.9
Locomotion velocity, NPP test	1.6	2.2	3.3	1.5	1.8	1.8	-1.0	-1.6	1.0
Intraocular pressure	0.5	0.9	1.4	0.3	0.9	0.9	-1.0	-1.1	1.2
Delta distance traveled before/after self-admin	1.2	1.3	2.2	-0.2	-1.0	-1.0	1.5	1.5	-1.2
Delta ambulatory time before/after self-admin	0.6	1.0	1.6	-0.3	-0.9	-0.9	1.1	1.3	-1.1
Parametrial fat weight	0.7	1.8	2.7	-0.6	-1.7	-1.7	1.3	1.5	-0.9
Pavlov. Cond. lever latency	1.1	1.4	5.2	2.3	-0.5	-0.5	1.4	0.4	-0.8
Pavlov. Cond. magazine entry latency	1.4	1.8	3.8	-1.9	1.1	1.1	-1.8	-0.9	0.3
Pavlov. Cond. change in total contacts	0.9	1.0	3.7	-1.9	-0.8	-0.8	-0.0	0.9	-0.3
Pavlov. Cond. index score	1.4	1.8	5.8	-2.4	0.9	0.9	-1.7	-0.6	0.3
Pavlov. Cond. latency score	1.3	1.7	6.2	-2.5	0.7	0.7	-1.6	-0.5	0.3
Pavlov. Cond. lever contacts	1.1	1.3	5.6	-2.4	0.4	0.4	-1.3	-0.2	0.6
Pavlov. Cond. magazine entry number	1.3	1.7	2.8	1.5	-1.4	-1.4	1.7	1.0	-0.0
Pavlov. Cond. intertrial magazine entries	0.7	0.8	3.8	2.0	0.4	0.4	0.4	-0.5	0.5
Pavlov. Cond. lever-magazine prob. diff.	1.5	1.9	5.0	-2.2	1.1	1.1	-1.8	-0.8	0.4
Pavlov. Cond. response bias	1.3	1.6	4.5	-2.1	1.0	1.0	-1.6	-0.7	0.2
Pavlov. Cond. lever latency	0.6	0.8	1.5	-0.6	-0.8	-0.8	0.8	1.1	-1.2
Pavlov. Cond. magazine entry latency	0.2	0.2	0.5	-0.7	-0.5	-0.5	0.1	0.5	-0.2
Pavlov. Cond. change in total contacts	0.0	0.1	0.2	0.2	-0.5	-0.5	0.3	0.2	0.2
Pavlov. Cond. index score	0.1	0.1	0.5	-0.2	0.0	0.0	-0.4	-0.3	0.7
Pavlov. Cond. latency score	0.0	0.0	0.2	-0.0	-0.1	-0.1	-0.2	-0.1	0.4
Pavlov. Cond. lever contacts	0.4	0.6	1.2	0.5	0.5	0.5	-0.6	-0.9	1.1
Pavlov. Cond. magazine entry number	0.1	0.2	0.3	0.3	0.5	0.5	-0.3	-0.5	-0.0
Pavlov. Cond. intertrial magazine entries	0.3	0.8	1.5	-1.2	0.7	0.7	-1.2	-0.7	0.6
Pavlov. Cond. lever-magazine prob. diff.	0.1	0.2	0.6	-0.2	0.2	0.2	-0.5	-0.4	0.8
Pavlov. Cond. response bias	0.3	0.4	1.2	-0.2	0.4	0.4	-0.8	-0.7	1.1
Time in closed arm before self-admin	0.1	0.2	0.5	0.7	-0.0	-0.0	0.3	0.1	-0.6
Time in closed arm after self-admin	2.1	2.4	3.6	1.0	-1.5	-1.5	1.9	1.4	-1.7
Time in open arm before self-admin	0.1	0.1	0.4	-0.2	0.0	0.0	-0.7	-0.4	0.1
Time in open arm after self-admin	1.0	1.1	2.3	-0.9	0.7	0.7	-1.5	-1.0	1.3
Bone: periosteal estimation	1.4	3.4	8.8	-3.0	-2.2	-2.2	0.1	1.5	0.4
Bone: periosteal perimeter	0.8	1.6	5.1	-2.3	-1.2	-1.2	-0.6	0.5	0.9
Bone: post-yield work	1.7	2.9	6.0	-2.3	0.1	0.1	-2.2	-1.0	2.5
Progressive ratio test 1 active lever presses	0.5	0.9	1.8	0.9	-0.6	-0.6	1.4	0.8	-1.2
Progressive ratio test 1 breakpoint	0.6	1.0	1.9	0.9	-0.7	-0.7	1.4	0.8	-1.2
Progressive ratio test 1 inactive lever presses	0.3	0.8	3.5	1.9	-0.5	-0.5	0.8	-0.1	-0.5
Progressive ratio test 2 active lever presses	0.5	0.6	2.0	1.4	0.2	0.2	1.0	0.3	-0.7
Progressive ratio test 2 breakpoint	0.6	0.8	2.2	1.5	0.1	0.1	1.2	0.4	-0.9
Progressive ratio test 2 inactive lever presses	0.1	0.3	0.6	0.2	-0.8	-0.8	0.6	0.5	-0.1
Incentive Sensitization - Responses	0.2	0.5	1.3	1.1	0.8	0.8	0.1	-0.4	-0.2
Incentive Sensitization - Breakpoint	0.2	0.5	1.4	1.2	0.8	0.8	0.1	-0.4	-0.2
Sum of active levers in priming session hrs 5-6	0.3	0.3	0.5	-0.5	0.7	0.7	-0.4	-0.4	0.1
Progressive ratio	2.2	6.4	8.8	-0.1	-2.6	-2.6	2.9	2.9	-3.0
Food seeking constrained by brief footshock	0.1	0.1	0.3	0.4	0.1	0.1	-0.2	-0.2	0.5
Seeking ratio, punishment vs. effort	2.2	5.0	8.1	0.2	2.1	2.1	-2.5	-2.6	2.8
Retroperitoneal fat weight	0.4	1.9	3.7	-0.5	-1.9	-1.9	1.2	1.5	-0.5
Reaction time number correct	0.3	1.0	3.0	1.7	-0.4	-0.4	1.3	0.5	-0.7
Reaction time mean minus median	0.5	3.0	13.5	-3.7	-0.2	-0.2	-1.8	-0.2	1.1
Reaction time mean minus median AUC	0.3	2.2	8.4	-2.9	-0.4	-0.4	-1.6	-0.3	1.4
Reaction time num false alarms	0.0	0.1	0.2	-0.5	-0.2	-0.2	-0.1	0.2	0.0
Reaction time num false alarms AUC	0.0	0.1	0.3	-0.6	-0.1	-0.1	-0.2	0.1	0.2
Reaction time trials correct on left	0.3	1.0	3.0	1.7	-0.4	-0.4	1.3	0.5	-0.7
Reaction time trials on left	0.3	0.9	2.6	1.6	-0.5	-0.5	1.3	0.6	-0.7
Reaction time mean	1.8	4.0	12.1	-3.5	0.7	0.7	-2.4	-1.0	1.9
Reaction time mean AUC	1.6	3.8	12.1	-3.5	0.6	0.6	-2.3	-0.8	1.9
Median of all reaction times	2.0	3.1	7.7	-2.8	0.9	0.9	-2.2	-1.0	1.8
Reaction time omissions	0.9	1.5	7.8	-2.8	0.3	0.3	-1.1	0.1	0.2
Reaction time false alarm rate	0.5	0.7	2.4	-1.5	0.1	0.1	-1.0	-0.3	0.8
Reaction time premature initiation rate	0.4	0.6	1.0	-0.4	-0.8	-0.8	0.9	1.0	-0.7
Reaction time premature initiations	0.5	1.5	3.0	0.6	-1.0	-1.0	1.7	1.4	-1.2
Std. dev. reaction times	1.0	3.3	14.6	-3.8	-0.1	-0.1	-1.9	-0.2	1.4
Reaction time trials completed	0.3	0.9	2.6	1.6	-0.5	-0.5	1.3	0.6	-0.7
Reaction time trials AUC	0.3	0.9	2.7	1.6	-0.4	-0.4	1.2	0.5	-0.7
Run reversals in cocaine runway, females	0.4	0.5	0.9	0.9	0.3	0.3	-0.5	-0.9	1.0
Run reversals in cocaine runway, males	1.6	1.7	7.5	-2.7	-1.0	-1.0	-0.2	0.9	0.1
Latency to leave start box in cocaine runway	0.1	0.1	0.3	0.2	-0.0	-0.0	0.3	0.3	-0.5
Latency to leave start box in cocaine runway, F	0.4	0.5	0.7	0.1	0.7	0.7	-0.8	-0.8	0.9
Latency to leave start box in cocaine runway, M	2.5	2.4	3.7	0.0	-1.4	-1.4	1.8	1.8	-1.9
Std. dev. time between licks in bursts	0.8	1.4	6.4	-2.5	-0.2	-0.2	-1.1	0.1	0.8
Total sessions with >9 infusions	0.7	0.8	1.5	0.6	-1.0	-1.0	1.2	0.8	-0.7
Short access day 1 total inactive lever presses	0.7	1.5	2.8	-1.7	-1.6	-1.6	0.3	1.0	-0.1
Short access day 10 total inactive lever presses	0.2	1.2	2.7	-0.2	1.0	1.0	-1.6	-1.5	0.4
Short access day 1 total infusions	0.1	0.2	0.7	0.3	-0.2	-0.2	0.1	-0.2	0.8
Short access day 10 total infusions	0.3	0.6	1.0	0.7	-0.9	-0.9	1.0	0.6	0.1
Short access total infusions	0.5	0.7	1.2	0.6	-1.0	-1.0	1.1	0.7	0.1
Short access day 1 locomotion	0.3	0.5	1.1	0.7	0.4	0.4	-0.6	-1.0	1.1
Short access day 10 total locomotion	0.2	0.9	2.0	-1.4	-1.2	-1.2	0.1	0.7	-0.2
Short access total locomotion	0.3	0.4	0.9	-0.4	-1.0	-1.0	0.4	0.5	-0.3
One hour access (0.3 mA shock)	1.0	1.2	1.9	0.8	1.4	1.4	-0.9	-1.3	0.6
Compulsive drug intake	2.0	3.0	5.4	-0.2	2.3	2.3	-2.0	-1.8	0.3
One hour access (shock baseline)	0.1	0.3	0.5	0.2	-0.7	-0.7	0.7	0.5	0.4
Social response proportion	0.3	0.4	0.8	-0.8	0.3	0.3	-0.7	-0.3	0.9
Social responses	0.1	0.1	0.2	-0.4	-0.2	-0.2	0.2	0.4	-0.1
Social time	1.0	1.5	7.6	-2.8	-0.0	-0.0	-1.2	0.0	-0.1
Soleus weight	1.3	3.9	14.8	-3.8	0.3	0.3	-2.1	-0.3	1.9
Bone: stiffness	0.3	0.5	0.8	0.5	-0.8	-0.8	0.9	0.6	-0.6
Tibialis anterior weight	0.2	0.7	3.3	1.8	0.5	0.5	0.6	-0.2	-0.0
Time to tail flick, vehicle, before self-admin	0.5	0.7	1.6	-1.3	0.9	0.9	-0.7	-0.5	-0.5
Time to tail flick, vehicle, after self-admin	0.2	0.3	0.6	-0.2	0.7	0.7	-0.8	-0.6	-0.1
Time to tail flick, test, before self-admin	0.0	0.1	0.1	0.4	-0.2	-0.2	0.2	0.1	-0.2
Time to tail flick, test, after self-admin	0.4	0.5	1.7	-1.3	-0.7	-0.7	-0.4	-0.1	-0.2
Delta time to tail flick, vehicle, before/after SA	0.4	0.4	2.2	1.5	0.0	0.0	0.2	-0.1	0.2
Delta time to tail flick, test, before/after SA	0.1	0.1	0.3	-0.0	0.3	0.3	-0.3	-0.5	-0.0
Tibia length	1.7	4.8	10.5	-3.2	-2.5	-2.5	0.7	2.2	-0.8
Ambulatory time before self-admin	0.1	0.3	1.1	-1.1	0.1	0.1	-0.6	-0.2	0.6
Ambulatory time after self-admin	0.4	0.6	2.5	-1.6	-0.3	-0.3	0.3	0.8	-0.6
Bone: tissue strength	0.4	0.4	0.7	-0.0	-0.8	-0.8	0.7	0.8	-0.3
Total heroin consumption	0.3	0.3	0.9	-1.0	0.5	0.5	-0.5	-0.3	0.3
Bone: trabecular number	0.9	1.6	3.0	1.7	1.4	1.4	-0.6	-1.3	0.9
Bone: trabecular spacing	2.6	3.8	6.1	-1.6	-2.5	-2.5	1.4	2.1	-1.3
Bone: trabecular thickness	1.4	1.9	2.7	1.2	1.7	1.7	-1.0	-1.5	1.1
Bone: trabecular tissue density	0.6	1.1	2.1	-0.1	-1.4	-1.4	1.0	1.1	-0.2
Water consumed over 24 hours	0.0	0.1	0.2	-0.4	-0.1	-0.1	0.1	0.3	-0.5
Number of responses in last shaping day	0.2	0.2	0.5	-0.5	-0.7	-0.7	0.1	0.3	0.3