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Delay discounting total patch changes 18 sec

Delay discounting using a sequential patch depletion procedure, total patch (feeder) changes in the last two sessions with an experimenter-imposed delay of 18 sec [n]

Tags: Behavior · Delay discounting

Project: p50_david_dietz

41 significantly associated models · 6 unique genes

Significant Loci

# chr p0 p1 # assoc genes # joint models best TWAS P best SNP P cond SNP P % var exp joint genes
1 5 152510403 154082317 4 2 9.5e-08 7.9e-08 1 100 Padi2 Sdhb
2 7 16845355 16970279 1 1 9.4e-82 NaN NA NA NA
3 10 46789397 48185455 1 1 7.7e-15 2.0e-01 1 100 Trim16

p0: physical position of the start of the locus. p1: physical position of the end of the locus. # joint models: number of models selected by step-wise conditional analysis.

Pleiotropic Associations

Trait chisq ratio # genes+ # genes++ % genes++ corr corr P genes
BMI without tail 106.7 1 1 25 0.00 1.0e+00 NA
Body weight 7.7 1 1 25 0.00 1.0e+00 NA
Epididymis fat weight 87.6 1 1 25 0.00 1.0e+00 NA
Heart weight 9.8 3 0 0 0.00 1.0e+00 Trim16 Sdhb NA
Left kidney weight 37.5 1 1 25 0.00 1.0e+00 NA
Right kidney weight 41.9 1 1 25 0.00 1.0e+00 NA
Tail length 58.1 1 1 25 0.00 1.0e+00 NA
Length with tail 4.0 1 0 0 0.00 1.0e+00 NA
Length without tail 71.1 1 1 25 0.00 1.0e+00 NA
Liver weight, left 15.7 2 1 25 0.00 1.0e+00 Trim16 NA
Liver weight, right 9.6 1 0 0 0.00 1.0e+00 NA
Parametrial fat weight 26.4 1 1 25 0.00 1.0e+00 NA
Retroperitoneal fat weight 4.2 1 0 0 0.00 1.0e+00 NA
Intraocular pressure 25.6 2 2 50 0.00 1.0e+00 Trim16 NA
Extensor digitorum longus weight 25.8 1 1 25 0.00 1.0e+00 NA
Soleus weight 13.7 1 1 25 0.00 1.0e+00 NA
Tibialis anterior weight 59.9 1 1 25 0.00 1.0e+00 NA
Tibia length 7.4 1 0 0 0.00 1.0e+00 NA
Number of licking bursts 109.8 2 1 25 0.00 1.0e+00 Trim16 NA
Food consumed during 24 hour testing period 18.0 2 0 0 0.00 1.0e+00 Trim16 NA
Times rat made contact with spout 55.6 2 1 25 0.00 1.0e+00 Trim16 NA
Mean time between licks in bursts 54.9 1 1 25 0.00 1.0e+00 NA
Mean num. licks in bursts 124.8 2 2 50 0.00 1.0e+00 Trim16 NA
Std. dev. time between licks in bursts 177.7 1 1 25 0.00 1.0e+00 NA
Water consumed over 24 hours 23.8 1 1 25 0.00 1.0e+00 Trim16
Indifference point 0 sec 9.0 4 1 25 0.95 9.2e-06 Trim16 Padi2 Sdhb NA
Indifference point AUC 42.1 1 1 25 0.00 1.0e+00 NA
Delay discounting total patch changes 0 sec 12.6 3 1 25 0.95 4.7e-02 Trim16 Sdhb NA
Delay discounting total patch changes 12 sec 14.2 5 1 25 1.00 5.2e-49 Padi2 Sdhb Crocc Necap2 NA
Delay discounting total patch changes 24 sec 10.7 4 1 25 0.97 9.6e-26 Padi2 Sdhb Crocc NA
Delay discounting total patch changes 6 sec 13.6 5 1 25 1.00 7.0e-46 Padi2 Sdhb Crocc Necap2 NA
Delay discounting water rate 0 sec 13.4 2 0 0 0.00 1.0e+00 Trim16 NA
Delay discounting water rate 12 sec 26.1 1 1 25 0.00 1.0e+00 NA
Delay discounting water rate 18 sec 10.5 1 0 0 0.00 1.0e+00 NA
Delay discounting water rate 24 sec 62.7 1 1 25 0.00 1.0e+00 NA
Delay discounting water rate 6 sec 31.9 2 1 25 0.00 1.0e+00 Trim16 NA
Locomotor testing distance 11.5 1 0 0 0.00 1.0e+00 NA
Locomotor testing rearing 16.8 1 1 25 0.00 1.0e+00 NA
Light reinforcement 1 54.8 1 1 25 0.00 1.0e+00 NA
Reaction time number correct 8.5 2 0 0 0.00 1.0e+00 Trim16 NA
Reaction time num false alarms 56.4 1 1 25 0.00 1.0e+00 NA
Reaction time num false alarms AUC 79.5 1 1 25 0.00 1.0e+00 NA
Reaction time trials correct on left 8.5 2 0 0 0.00 1.0e+00 Trim16 NA
Reaction time trials on left 10.3 1 0 0 0.00 1.0e+00 NA
Reaction time mean 41.3 1 1 25 0.00 1.0e+00 NA
Reaction time mean AUC 58.0 1 1 25 0.00 1.0e+00 NA
Median of all reaction times 51.2 1 1 25 0.00 1.0e+00 NA
Reaction time false alarm rate 63.4 1 1 25 0.00 1.0e+00 NA
Reaction time premature initiation rate 32.1 1 1 25 0.00 1.0e+00 NA
Reaction time premature initiations 34.3 1 1 25 0.00 1.0e+00 NA
Std. dev. reaction times 17.4 1 1 25 0.00 1.0e+00 NA
Reaction time trials completed 10.3 1 0 0 0.00 1.0e+00 NA
Reaction time trials AUC 15.6 1 0 0 0.00 1.0e+00 NA
Social responses 74.3 1 1 25 0.00 1.0e+00 NA
Social time 25.9 1 1 25 0.00 1.0e+00 Trim16
Cocaine response after cond. corrected 56.8 2 1 25 0.00 1.0e+00 Trim16 NA
Cocaine response after cond. not corrected 73.5 2 1 25 0.00 1.0e+00 Trim16 NA
Cocaine response before conditioning 28.6 1 1 25 0.00 1.0e+00 NA
Saline control response 30.3 1 1 25 0.00 1.0e+00 NA
Condit. Reinf. active minus inactive responses 29.4 1 1 25 0.00 1.0e+00 NA
Condit. Reinf. active-inactive response ratio 40.7 1 1 25 0.00 1.0e+00 NA
Condit. Reinf. active responses 11.1 1 0 0 0.00 1.0e+00 NA
Condit. Reinf. inactive responses 20.6 1 0 0 0.00 1.0e+00 NA
Pavlov. Cond. lever latency 36.3 1 1 25 0.00 1.0e+00 NA
Pavlov. Cond. magazine entry latency 104.9 1 1 25 0.00 1.0e+00 NA
Pavlov. Cond. change in total contacts 130.1 1 1 25 0.00 1.0e+00 NA
Pavlov. Cond. index score 62.2 1 1 25 0.00 1.0e+00 NA
Pavlov. Cond. latency score 67.1 1 1 25 0.00 1.0e+00 NA
Pavlov. Cond. lever contacts 29.4 1 1 25 0.00 1.0e+00 NA
Pavlov. Cond. magazine entry number 150.0 1 1 25 0.00 1.0e+00 NA
Pavlov. Cond. intertrial magazine entries 63.9 1 1 25 0.00 1.0e+00 NA
Pavlov. Cond. lever-magazine prob. diff. 55.1 1 1 25 0.00 1.0e+00 NA
Pavlov. Cond. response bias 30.8 1 1 25 0.00 1.0e+00 NA
Conditioned reinforcement - actives 18.5 1 0 0 0.00 1.0e+00 NA
Conditioned locomotion 9.9 1 0 0 0.00 1.0e+00 NA
Intermittent access intake day 1-15 change 61.5 1 1 25 0.00 1.0e+00 NA
Intermittent access intake escalation 82.5 1 1 25 0.00 1.0e+00 NA
Intermittent access intake escalation 2 42.5 1 1 25 0.00 1.0e+00 NA
Intermitt. access day 1 inactive lever presses 33.6 2 2 50 0.00 1.0e+00 Trim16 NA
Intermitt. access escalation Index 27.6 1 0 0 0.00 1.0e+00 Trim16
Intermittent access day 1 total infusions 32.7 1 1 25 0.00 1.0e+00 NA
Intermittent access day 1 locomotion 20.0 2 1 25 0.00 1.0e+00 Trim16 NA
Intermittent access total locomotion 9.9 1 0 0 0.00 1.0e+00 Trim16
Cocaine induced anxiety 31.7 1 1 25 0.00 1.0e+00 Trim16
Post-drug Anxiety 15.6 2 0 0 0.00 1.0e+00 Trim16 NA
Baseline Anxiety 29.9 1 1 25 0.00 1.0e+00 Trim16
Progressive ratio test 1 active lever presses 11.8 1 0 0 0.00 1.0e+00 NA
Progressive ratio test 1 breakpoint 10.4 1 0 0 0.00 1.0e+00 NA
Progressive ratio test 1 inactive lever presses 10.7 2 0 0 0.00 1.0e+00 Trim16 NA
Progressive ratio test 2 active lever presses 12.2 1 0 0 0.00 1.0e+00 NA
Progressive ratio test 2 breakpoint 38.7 1 1 25 0.00 1.0e+00 NA
Total sessions with >9 infusions 13.7 1 0 0 0.00 1.0e+00 Trim16
Short access day 1 total inactive lever presses 13.8 1 0 0 0.00 1.0e+00 Trim16
Short access day 10 total inactive lever presses 12.2 1 0 0 0.00 1.0e+00 NA
Short access day 1 total infusions 62.7 1 1 25 0.00 1.0e+00 Trim16
Short access day 10 total infusions 24.0 1 1 25 0.00 1.0e+00 NA
Short access day 1 locomotion 25.2 2 1 25 0.00 1.0e+00 Trim16 NA
Short access day 10 total locomotion 14.3 1 0 0 0.00 1.0e+00 Trim16
Compulsive drug intake 22.8 2 1 25 0.00 1.0e+00 Trim16 NA
One hour access (0.3 mA shock) 10.4 1 0 0 0.00 1.0e+00 NA
Number of responses in last shaping day 25.6 1 1 25 0.00 1.0e+00 Trim16
Context. condit. distance diff. score 149.8 1 1 25 0.00 1.0e+00 NA
Locomotion velocity, session 1 117.8 1 1 25 0.00 1.0e+00 NA
Locomotion distance, session 1 260.5 2 2 50 0.00 1.0e+00 Trim16 NA
Locomotion velocity, session 2 82.2 1 1 25 0.00 1.0e+00 NA
Locomotion distance, session 2 522.5 2 1 25 0.00 1.0e+00 Trim16 NA
Locomotion velocity, session 3 116.1 1 1 25 0.00 1.0e+00 NA
Locomotion distance, session 3 82.4 1 1 25 0.00 1.0e+00 NA
Stereotopy head waving bouts, day 3 8.8 1 0 0 0.00 1.0e+00 NA
Stereotopy head waving duration, day 3 25.6 1 1 25 0.00 1.0e+00 NA
Locomotion velocity, session 7 66.3 1 1 25 0.00 1.0e+00 NA
Locomotion distance, session 7 21.3 1 1 25 0.00 1.0e+00 NA
Stereotopy head waving bouts, day 7 36.9 2 2 50 0.00 1.0e+00 Trim16 NA
Stereotopy head waving duration, day 7 63.4 1 1 25 0.00 1.0e+00 NA
Locomotion distance, session 8 102.8 1 1 25 0.00 1.0e+00 NA
Degree of sensitization distance 140.6 1 1 25 0.00 1.0e+00 NA
Degree of sensitization stereotypy 37.5 1 1 25 0.00 1.0e+00 NA
Condit. Reinf. active-inactive response ratio 65.1 1 1 25 0.00 1.0e+00 NA
Condit. Reinf. active responses 20.0 1 0 0 0.00 1.0e+00 NA
Condit. Reinf. inactive responses 17.2 1 0 0 0.00 1.0e+00 NA
Incentive salience index mean 15.6 1 0 0 0.00 1.0e+00 NA
Condit. Reinf. lever presses 35.1 1 1 25 0.00 1.0e+00 NA
Time in familiar zone, hab. session 1 16.4 1 0 0 0.00 1.0e+00 NA
Time in novel zone, hab. session 1 17.4 1 0 0 0.00 1.0e+00 NA
Total zone transitions, hab. session 1 289.5 2 2 50 0.00 1.0e+00 Trim16 NA
Total locomotion distance, hab. session 1 127.1 2 2 50 0.00 1.0e+00 Trim16 NA
Locomotion velocity, hab. session 1 155.8 2 2 50 0.00 1.0e+00 Trim16 NA
Time in familiar zone, hab. session 2 48.9 1 1 25 0.00 1.0e+00 NA
Time in novel zone, hab. session 2 58.4 1 1 25 0.00 1.0e+00 NA
Total zone transitions, hab. session 2 256.1 1 1 25 0.00 1.0e+00 NA
Total locomotion distance, hab. session 2 92.5 2 1 25 0.00 1.0e+00 Trim16 NA
Locomotion velocity, hab. session 2 96.3 2 1 25 0.00 1.0e+00 Trim16 NA
Total zone transitions, NPP test 228.8 1 1 25 0.00 1.0e+00 NA
Total locomotion distance, NPP test 163.4 1 1 25 0.00 1.0e+00 NA
Locomotion velocity, NPP test 195.9 1 1 25 0.00 1.0e+00 NA
Pavlov. Cond. lever latency 9.3 1 0 0 0.00 1.0e+00 NA
Pavlov. Cond. magazine entry latency 47.9 2 2 50 0.00 1.0e+00 Trim16 NA
Pavlov. Cond. change in total contacts 40.1 1 1 25 0.00 1.0e+00 NA
Pavlov. Cond. index score 31.3 2 1 25 0.00 1.0e+00 Trim16 NA
Pavlov. Cond. latency score 16.6 1 0 0 0.00 1.0e+00 NA
Pavlov. Cond. lever contacts 13.3 1 0 0 0.00 1.0e+00 NA
Pavlov. Cond. magazine entry number 44.8 2 2 50 0.00 1.0e+00 Trim16 NA
Pavlov. Cond. intertrial magazine entries 14.4 1 0 0 0.00 1.0e+00 Trim16
Pavlov. Cond. lever-magazine prob. diff. 37.1 2 1 25 0.00 1.0e+00 Trim16 NA
Pavlov. Cond. response bias 52.4 1 1 25 0.00 1.0e+00 NA
Bone: apparent density 31.2 1 1 25 0.00 1.0e+00 NA
Bone surface 28.9 1 1 25 0.00 1.0e+00 NA
Bone volume 32.3 1 1 25 0.00 1.0e+00 NA
Bone: connectivity density 8.5 1 0 0 0.00 1.0e+00 NA
Bone: cortical apparent density 18.1 1 0 0 0.00 1.0e+00 Trim16
Bone: cortical porosity 80.0 2 1 25 0.00 1.0e+00 Trim16 NA
Bone: cortical porosity 69.9 2 2 50 0.00 1.0e+00 Trim16 NA
Bone: cortical thickness 7.1 4 0 0 0.06 9.2e-01 Padi2 Sdhb Necap2 NA
Bone: cortical thickness 17.9 1 0 0 0.00 1.0e+00 NA
Bone: cortical tissue density 19.6 1 0 0 0.00 1.0e+00 Trim16
Bone: elastic displacement 28.2 1 1 25 0.00 1.0e+00 NA
Bone: endosteal estimation 12.7 1 1 25 0.00 1.0e+00 NA
Bone: final force 39.5 1 1 25 0.00 1.0e+00 NA
Bone: final moment 31.9 1 1 25 0.00 1.0e+00 NA
Bone: marrow area 10.6 1 1 25 0.00 1.0e+00 NA
Bone: maximum force 42.0 1 1 25 0.00 1.0e+00 NA
Bone: maximum moment 29.5 1 1 25 0.00 1.0e+00 NA
Bone: minimum diameter 57.3 1 1 25 0.00 1.0e+00 NA
Bone: periosteal estimation 7.8 1 0 0 0.00 1.0e+00 NA
Bone: periosteal perimeter 8.8 1 0 0 0.00 1.0e+00 NA
Bone: post-yield work 60.6 2 1 25 0.00 1.0e+00 Trim16 NA
Bone: stiffness 90.4 1 1 25 0.00 1.0e+00 NA
Bone: tissue strength 81.0 1 1 25 0.00 1.0e+00 NA
Bone: trabecular number 39.4 1 1 25 0.00 1.0e+00 NA
Bone: trabecular thickness 13.8 1 0 0 0.00 1.0e+00 NA
Bone: trabecular tissue density 43.1 1 1 25 0.00 1.0e+00 NA
Distance traveled before self-admin 12.6 1 0 0 0.00 1.0e+00 NA
Delta time in open arm before/after self-admin 40.2 1 1 25 0.00 1.0e+00 NA
Extinction: sum of active levers before priming 12.2 1 0 0 0.00 1.0e+00 NA
Delta distance traveled before/after self-admin 11.3 1 0 0 0.00 1.0e+00 NA
Time in closed arm before self-admin 50.0 1 1 25 0.00 1.0e+00 NA
Time in closed arm after self-admin 25.8 1 1 25 0.00 1.0e+00 NA
Time in open arm after self-admin 31.3 1 1 25 0.00 1.0e+00 NA
Delta time to tail flick, test, before/after SA 20.0 1 0 0 0.00 1.0e+00 NA
Fecal boli incidents, locomotor time 1 11.8 1 0 0 0.00 1.0e+00 NA
Time >=10cm from walls, locomotor time 1 19.5 1 0 0 0.00 1.0e+00 NA
Time >=10cm from walls, locomotor time 2 19.4 1 1 25 0.00 1.0e+00 NA
Distance moved, locomotor task time 2 13.1 1 0 0 0.00 1.0e+00 NA
Weight adjusted by age 25.0 1 1 25 0.00 1.0e+00 NA
Locomotion in novel chamber 10.2 1 0 0 0.00 1.0e+00 NA
Run reversals in cocaine runway, females 11.6 1 0 0 0.00 1.0e+00 Trim16
Run reversals in cocaine runway, males 25.4 1 1 25 0.00 1.0e+00 NA
Latency to leave start box in cocaine runway 14.8 2 0 0 0.00 1.0e+00 Trim16 NA
Cd content in liver 140.5 1 1 25 0.00 1.0e+00 NA
Co content in liver 83.2 1 1 25 0.00 1.0e+00 NA
Fe content in liver 10.3 1 0 0 0.00 1.0e+00 NA
K content in liver 62.6 1 1 25 0.00 1.0e+00 NA
Mg content in liver 28.9 1 1 25 0.00 1.0e+00 Trim16
Mn content in liver 130.2 1 1 25 0.00 1.0e+00 NA
Rb content in liver 28.1 2 2 50 0.00 1.0e+00 Trim16 NA
Se content in liver 33.4 2 1 25 0.00 1.0e+00 Trim16 NA
Zn content in liver 46.0 1 1 25 0.00 1.0e+00 NA

chisq ratio: Average Chi2 statistic for the selected genes in the secondary trait, divided by the average statistic for all genes in the secondary trait. # genes+: Shared significant genes at Bonferroni correction. # genes++: Shared significant genes at transcriptome-wide significance. % genes++: Number of [++] genes as a percentage of primary trait’s total joint genes. corr: Correlation of effect sizes across the [+] genes.

Associations by panel

tissue modality # hits % hits/tests avg chisq
Adipose alternative polyA 0 0.000 1.3
Adipose alternative TSS 0 0.000 1.3
Adipose gene expression 0 0.000 1.3
Adipose isoform ratio 1 0.035 1.4
Adipose intron excision ratio 0 0.000 1.6
Adipose mRNA stability 0 0.000 1.3
BLA alternative polyA 3 0.250 1.5
BLA alternative TSS 0 0.000 1.3
BLA gene expression 0 0.000 1.3
BLA isoform ratio 0 0.000 1.5
BLA intron excision ratio 0 0.000 1.3
BLA mRNA stability 0 0.000 1.3
Brain alternative polyA 4 0.199 1.4
Brain alternative TSS 0 0.000 1.3
Brain gene expression 0 0.000 1.3
Brain isoform ratio 1 0.032 1.3
Brain intron excision ratio 0 0.000 1.3
Brain mRNA stability 0 0.000 1.2
Eye alternative polyA 0 0.000 2.0
Eye alternative TSS 0 0.000 1.6
Eye gene expression 0 0.000 1.3
Eye isoform ratio 0 0.000 1.4
Eye intron excision ratio 0 0.000 1.3
Eye mRNA stability 0 0.000 1.4
IL alternative polyA 4 0.657 1.4
IL alternative TSS 0 0.000 1.4
IL gene expression 0 0.000 1.3
IL isoform ratio 1 0.127 1.4
IL intron excision ratio 0 0.000 1.2
IL mRNA stability 0 0.000 1.3
LHb alternative polyA 1 0.174 1.4
LHb alternative TSS 0 0.000 1.6
LHb gene expression 0 0.000 1.3
LHb isoform ratio 0 0.000 1.4
LHb intron excision ratio 0 0.000 1.2
LHb mRNA stability 0 0.000 1.2
Liver alternative polyA 1 0.067 1.5
Liver alternative TSS 0 0.000 1.3
Liver gene expression 1 0.014 1.3
Liver isoform ratio 1 0.042 1.4
Liver intron excision ratio 0 0.000 1.4
Liver mRNA stability 1 0.041 1.2
NAcc alternative polyA 4 0.305 1.4
NAcc alternative TSS 0 0.000 1.2
NAcc gene expression 1 0.016 1.3
NAcc isoform ratio 1 0.053 1.4
NAcc intron excision ratio 0 0.000 1.3
NAcc mRNA stability 0 0.000 1.3
OFC alternative polyA 4 0.685 1.5
OFC alternative TSS 0 0.000 1.5
OFC gene expression 1 0.027 1.2
OFC isoform ratio 2 0.245 1.3
OFC intron excision ratio 0 0.000 1.3
OFC mRNA stability 0 0.000 1.3
PL alternative polyA 1 0.070 1.4
PL alternative TSS 0 0.000 1.3
PL gene expression 2 0.027 1.3
PL isoform ratio 4 0.181 1.6
PL intron excision ratio 0 0.000 1.4
PL mRNA stability 2 0.069 1.3

avg chisq: Average Chi2 (squared Z-score) across all models in this panel for this trait.