Hub : Traits

Weight adjusted by age

Tags: Physiology · Weight

Project: u01_tom_jhou

3 significantly associated models · 3 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 2 90636696 92031287 1 1 6.1e-14 0.036 0.0006 -168 Snx16
2 3 144954411 146337971 1 1 3.1e-08 0.028 0.3388 81 Ndrg3
3 7 16845355 16970279 1 1 1.2e-07 NaN NA NA NA

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 with tail 2.9 1 0 0 0 1 Snx16
BMI without tail 97.2 2 2 67 0 1 Snx16 NA
Body weight 8.1 2 1 33 0 1 Snx16 NA
Epididymis fat weight 136.2 1 1 33 0 1 NA
Glucose 6.6 1 0 0 0 1 NA
Heart weight 11.4 1 0 0 0 1 NA
Left kidney weight 62.7 1 1 33 0 1 NA
Right kidney weight 67.3 1 1 33 0 1 NA
Tail length 52.8 2 2 67 0 1 Snx16 NA
Length with tail 3.3 2 0 0 0 1 Snx16 NA
Length without tail 61.5 2 1 33 0 1 Snx16 NA
Liver weight, left 23.6 1 1 33 0 1 NA
Liver weight, right 9.6 1 0 0 0 1 NA
Parametrial fat weight 15.7 2 1 33 0 1 Ndrg3 NA
Retroperitoneal fat weight 4.2 1 0 0 0 1 NA
Intraocular pressure 17.4 2 1 33 0 1 Snx16 NA
Extensor digitorum longus weight 23.7 2 2 67 0 1 Snx16 NA
Soleus weight 21.9 1 1 33 0 1 NA
Tibialis anterior weight 52.0 2 2 67 0 1 Snx16 NA
Tibia length 7.4 1 0 0 0 1 NA
Number of licking bursts 242.4 1 1 33 0 1 NA
Food consumed during 24 hour testing period 17.5 1 0 0 0 1 NA
Times rat made contact with spout 121.6 1 1 33 0 1 NA
Mean time between licks in bursts 90.5 1 1 33 0 1 NA
Mean num. licks in bursts 258.2 1 1 33 0 1 NA
Std. dev. time between licks in bursts 291.0 1 1 33 0 1 NA
Water consumed over 24 hours 5.7 1 0 0 0 1 NA
Indifference point 0 sec 21.3 1 1 33 0 1 NA
Indifference point AUC 41.7 2 1 33 0 1 Snx16 NA
Indifference point function ln k 4.4 1 0 0 0 1 NA
Indifference point function log k 4.4 1 0 0 0 1 NA
Delay discounting total patch changes 0 sec 20.1 1 1 33 0 1 NA
Delay discounting total patch changes 12 sec 156.9 1 1 33 0 1 NA
Delay discounting total patch changes 18 sec 141.3 2 1 33 0 1 Snx16 NA
Delay discounting total patch changes 24 sec 43.7 1 1 33 0 1 NA
Delay discounting total patch changes 6 sec 74.6 2 1 33 0 1 Snx16 NA
Delay discounting time to switch 0 sec 11.4 1 0 0 0 1 Snx16
Delay discounting water rate 0 sec 11.8 1 0 0 0 1 NA
Delay discounting water rate 12 sec 44.2 1 1 33 0 1 NA
Delay discounting water rate 18 sec 10.5 1 0 0 0 1 NA
Delay discounting water rate 24 sec 100.9 1 1 33 0 1 NA
Delay discounting water rate 6 sec 70.2 1 1 33 0 1 NA
Locomotor testing distance 8.9 2 0 0 0 1 Ndrg3 NA
Locomotor testing rearing 23.9 1 1 33 0 1 NA
Light reinforcement 1 44.5 2 1 33 0 1 Ndrg3 NA
Reaction time number correct 7.5 2 0 0 0 1 Snx16 NA
Reaction time mean minus median 5.8 1 0 0 0 1 Snx16
Reaction time mean minus median AUC 6.1 1 0 0 0 1 Snx16
Reaction time num false alarms 36.0 3 1 33 0 1 Snx16 Ndrg3 NA
Reaction time num false alarms AUC 68.0 2 1 33 0 1 Ndrg3 NA
Reaction time trials correct on left 7.5 2 0 0 0 1 Snx16 NA
Reaction time trials on left 7.8 2 0 0 0 1 Snx16 NA
Reaction time mean 62.5 1 1 33 0 1 NA
Reaction time mean AUC 89.1 1 1 33 0 1 NA
Median of all reaction times 80.2 1 1 33 0 1 NA
Reaction time omissions 7.3 1 0 0 0 1 Snx16
Reaction time false alarm rate 54.5 2 1 33 0 1 Ndrg3 NA
Reaction time premature initiation rate 47.3 1 1 33 0 1 NA
Reaction time premature initiations 49.8 1 1 33 0 1 NA
Std. dev. reaction times 17.3 2 1 33 0 1 Snx16 NA
Reaction time trials completed 7.8 2 0 0 0 1 Snx16 NA
Reaction time trials AUC 10.9 2 0 0 0 1 Snx16 NA
Social responses 58.5 2 1 33 0 1 Snx16 NA
Social time 7.8 1 0 0 0 1 NA
Cocaine response after cond. corrected 135.7 1 1 33 0 1 NA
Cocaine response after cond. not corrected 176.6 1 1 33 0 1 NA
Cocaine response before conditioning 28.6 1 1 33 0 1 NA
Saline control response 50.6 1 1 33 0 1 NA
Condit. Reinf. active minus inactive responses 26.0 2 1 33 0 1 Ndrg3 NA
Condit. Reinf. active-inactive response ratio 68.7 1 1 33 0 1 NA
Condit. Reinf. active responses 11.1 1 0 0 0 1 NA
Condit. Reinf. inactive responses 20.6 1 0 0 0 1 NA
Pavlov. Cond. lever latency 60.5 1 1 33 0 1 NA
Pavlov. Cond. magazine entry latency 173.4 1 1 33 0 1 NA
Pavlov. Cond. change in total contacts 216.7 1 1 33 0 1 NA
Pavlov. Cond. index score 102.2 1 1 33 0 1 NA
Pavlov. Cond. latency score 110.3 1 1 33 0 1 NA
Pavlov. Cond. lever contacts 29.4 1 1 33 0 1 NA
Pavlov. Cond. magazine entry number 244.9 1 1 33 0 1 NA
Pavlov. Cond. intertrial magazine entries 106.2 1 1 33 0 1 NA
Pavlov. Cond. lever-magazine prob. diff. 90.6 1 1 33 0 1 NA
Pavlov. Cond. response bias 51.3 1 1 33 0 1 NA
Conditioned reinforcement - actives 18.5 1 0 0 0 1 NA
Conditioned locomotion 9.9 1 0 0 0 1 NA
Intermittent access intake day 1-15 change 59.3 2 1 33 0 1 Snx16 NA
Intermittent access intake escalation 77.0 2 1 33 0 1 Snx16 NA
Intermittent access intake escalation 2 35.3 2 2 67 0 1 Snx16 NA
Intermitt. access day 1 inactive lever presses 30.6 1 1 33 0 1 NA
Intermitt. access escalation Index 9.2 1 0 0 0 1 NA
Intermittent access day 1 total infusions 52.9 1 1 33 0 1 NA
Intermittent access terminal intake (last 3 days) 6.3 1 0 0 0 1 Snx16
Intermittent access day 1 locomotion 27.1 1 1 33 0 1 NA
Intermittent access standard deviation 19.8 1 0 0 0 1 Snx16
Cocaine induced anxiety 14.0 1 0 0 0 1 Snx16
Post-drug Anxiety 26.4 2 1 33 0 1 Snx16 NA
Progressive ratio test 1 active lever presses 9.9 2 0 0 0 1 Snx16 NA
Progressive ratio test 1 breakpoint 10.4 1 0 0 0 1 NA
Progressive ratio test 1 inactive lever presses 10.8 1 0 0 0 1 NA
Progressive ratio test 2 active lever presses 12.2 1 0 0 0 1 NA
Progressive ratio test 2 breakpoint 61.6 1 1 33 0 1 NA
Short access day 1 total inactive lever presses 6.1 1 0 0 0 1 Ndrg3
Short access day 10 total inactive lever presses 12.2 1 0 0 0 1 NA
Short access day 10 total infusions 24.0 1 1 33 0 1 NA
Short access day 1 locomotion 12.4 2 0 0 0 1 Ndrg3 NA
Compulsive drug intake 27.0 2 1 33 0 1 Ndrg3 NA
One hour access (0.3 mA shock) 10.4 1 0 0 0 1 NA
Context. condit. distance diff. score 240.2 1 1 33 0 1 NA
Locomotion velocity, session 1 190.8 1 1 33 0 1 NA
Locomotion distance, session 1 609.6 1 1 33 0 1 NA
Locomotion velocity, session 2 139.6 1 1 33 0 1 NA
Locomotion distance, session 2 1269.9 1 1 33 0 1 NA
Locomotion velocity, session 3 178.9 1 1 33 0 1 NA
Locomotion distance, session 3 117.5 1 1 33 0 1 NA
Stereotopy head waving bouts, day 3 8.8 1 0 0 0 1 NA
Stereotopy head waving duration, day 3 33.2 1 1 33 0 1 NA
Locomotion velocity, session 7 98.9 1 1 33 0 1 NA
Locomotion distance, session 7 31.8 1 1 33 0 1 NA
Stereotopy head waving bouts, day 7 68.4 1 1 33 0 1 NA
Stereotopy head waving duration, day 7 102.2 1 1 33 0 1 NA
Locomotion distance, session 8 171.7 1 1 33 0 1 NA
Degree of sensitization distance 198.5 1 1 33 0 1 NA
Degree of sensitization stereotypy 37.5 1 1 33 0 1 NA
Condit. Reinf. active minus inactive responses 5.6 1 0 0 0 1 NA
Condit. Reinf. active-inactive response ratio 107.3 1 1 33 0 1 NA
Condit. Reinf. active responses 20.0 1 0 0 0 1 NA
Condit. Reinf. inactive responses 17.2 1 0 0 0 1 NA
Incentive salience index mean 15.6 1 0 0 0 1 NA
Condit. Reinf. lever presses 35.1 1 1 33 0 1 NA
Time in familiar zone, hab. session 1 14.4 2 0 0 0 1 Snx16 NA
Time in novel zone, hab. session 1 11.8 2 0 0 0 1 Snx16 NA
Total zone transitions, hab. session 1 673.8 1 1 33 0 1 NA
Total locomotion distance, hab. session 1 279.4 1 1 33 0 1 NA
Locomotion velocity, hab. session 1 349.5 1 1 33 0 1 NA
Time in familiar zone, hab. session 2 27.5 2 1 33 0 1 Snx16 NA
Time in novel zone, hab. session 2 58.4 1 1 33 0 1 NA
Total zone transitions, hab. session 2 421.2 1 1 33 0 1 NA
Total locomotion distance, hab. session 2 214.3 1 1 33 0 1 NA
Locomotion velocity, hab. session 2 225.0 1 1 33 0 1 NA
Novel to familiar place preference ratio 9.3 1 0 0 0 1 Ndrg3
Novelty place preference 10.1 1 0 0 0 1 Ndrg3
Time in novel zone, NPP test 10.3 1 0 0 0 1 Ndrg3
Total zone transitions, NPP test 376.1 1 1 33 0 1 NA
Total locomotion distance, NPP test 137.3 2 1 33 0 1 Ndrg3 NA
Locomotion velocity, NPP test 162.2 2 1 33 0 1 Ndrg3 NA
Pavlov. Cond. lever latency 9.3 1 0 0 0 1 NA
Pavlov. Cond. magazine entry latency 95.9 1 1 33 0 1 NA
Pavlov. Cond. change in total contacts 40.1 1 1 33 0 1 NA
Pavlov. Cond. index score 51.9 1 1 33 0 1 NA
Pavlov. Cond. latency score 16.6 1 0 0 0 1 NA
Pavlov. Cond. lever contacts 16.1 1 0 0 0 1 NA
Pavlov. Cond. magazine entry number 61.6 1 1 33 0 1 NA
Pavlov. Cond. lever-magazine prob. diff. 88.1 1 1 33 0 1 NA
Pavlov. Cond. response bias 52.4 1 1 33 0 1 NA
Bone: apparent density 31.2 1 1 33 0 1 NA
Bone surface 41.3 1 1 33 0 1 NA
Bone volume 47.7 1 1 33 0 1 NA
Bone: connectivity density 8.5 1 0 0 0 1 NA
Bone: cortical porosity 188.5 1 1 33 0 1 NA
Bone: cortical porosity 155.8 1 1 33 0 1 NA
Bone: cortical thickness 8.8 1 0 0 0 1 NA
Bone: cortical thickness 17.9 1 0 0 0 1 NA
Bone: elastic displacement 28.2 1 1 33 0 1 NA
Bone: elastic work 4.6 1 0 0 0 1 Snx16
Bone: endosteal estimation 11.1 2 1 33 0 1 Snx16 NA
Bone: final force 30.5 2 1 33 0 1 Snx16 NA
Bone: final moment 45.6 1 1 33 0 1 NA
Bone: marrow area 9.8 2 1 33 0 1 Snx16 NA
Bone: maximum force 60.3 1 1 33 0 1 NA
Bone: maximum moment 41.2 1 1 33 0 1 NA
Bone: minimum diameter 47.1 2 1 33 0 1 Snx16 NA
Bone: periosteal estimation 7.2 2 0 0 0 1 Snx16 NA
Bone: periosteal perimeter 8.8 1 0 0 0 1 NA
Bone: post-yield work 124.3 1 1 33 0 1 NA
Bone: stiffness 136.8 1 1 33 0 1 NA
Bone: tissue strength 136.0 1 1 33 0 1 NA
Bone: trabecular number 64.1 1 1 33 0 1 NA
Bone: trabecular spacing 5.7 1 0 0 0 1 NA
Bone: trabecular thickness 13.8 1 0 0 0 1 NA
Bone: trabecular tissue density 66.6 1 1 33 0 1 NA
Distance traveled before self-admin 14.8 2 0 0 0 1 Snx16 NA
Distance traveled after self-admin 7.3 1 0 0 0 1 Snx16
Delta time in closed arm before/after self-admin 8.6 1 0 0 0 1 Snx16
Delta time in open arm before/after self-admin 40.2 1 1 33 0 1 NA
Diff in mean of infusions in LGA sessions 9.8 1 0 0 0 1 Snx16
Extinction: sum of active levers before priming 12.2 1 0 0 0 1 NA
Active lever presses in extinction session 6 8.8 2 0 0 0 1 Snx16 NA
Delta distance traveled before/after self-admin 11.3 1 0 0 0 1 NA
Time in closed arm before self-admin 78.0 1 1 33 0 1 NA
Time in closed arm after self-admin 40.2 1 1 33 0 1 NA
Time in open arm before self-admin 11.1 2 0 0 0 1 Snx16 Ndrg3
Time in open arm after self-admin 31.3 1 1 33 0 1 NA
Time to tail flick, vehicle, before self-admin 9.9 1 0 0 0 1 Snx16
Time to tail flick, test, before self-admin 20.6 1 0 0 0 1 Snx16
Delta time to tail flick, vehicle, before/after SA 7.5 1 0 0 0 1 NA
Delta time to tail flick, test, before/after SA 20.0 1 0 0 0 1 NA
Ambulatory time before self-admin 5.7 1 0 0 0 1 NA
Ambulatory time after self-admin 5.2 1 0 0 0 1 Snx16
Delay disc. indifference point, 8s delay 8.4 2 0 0 0 1 Snx16 Ndrg3
Fecal boli incidents, locomotor time 1 9.6 2 0 0 0 1 Snx16 NA
Change in fecal boli incidents, locomotor task 8.8 1 0 0 0 1 NA
Time >=10cm from walls, locomotor time 1 16.7 2 0 0 0 1 Snx16 NA
Bouts of movement, locomotor time 1 10.5 1 0 0 0 1 Snx16
Time >=10cm from walls, locomotor time 2 27.2 1 1 33 0 1 NA
Total resting periods, locomotor time 2 6.0 1 0 0 0 1 NA
Rest time, locomotor task time 2 7.0 2 0 0 0 1 Snx16 NA
Distance moved, locomotor task time 2 13.1 1 0 0 0 1 NA
Seeking ratio, delayed vs. immediate footshock 17.1 3 2 67 0 1 Snx16 Ndrg3 NA
Locomotion in novel chamber 9.3 2 0 0 0 1 Ndrg3 NA
Progressive ratio 12.9 1 0 0 0 1 Ndrg3
Food seeking constrained by brief footshock 16.7 1 0 0 0 1 Snx16
Seeking ratio, punishment vs. effort 10.6 1 0 0 0 1 Ndrg3
Run reversals in cocaine runway, males 39.3 1 1 33 0 1 NA
Latency to leave start box in cocaine runway 18.8 1 0 0 0 1 NA
Cd content in liver 239.3 1 1 33 0 1 NA
Co content in liver 143.3 1 1 33 0 1 NA
Fe content in liver 10.3 1 0 0 0 1 NA
K content in liver 87.3 1 1 33 0 1 NA
Mn content in liver 207.1 1 1 33 0 1 NA
Rb content in liver 31.4 1 1 33 0 1 NA
Se content in liver 47.0 1 1 33 0 1 NA
Zn content in liver 46.0 1 1 33 0 1 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 1.19
Adipose alternative TSS 0 0.000 1.13
Adipose gene expression 1 0.012 1.09
Adipose isoform ratio 0 0.000 1.15
Adipose intron excision ratio 0 0.000 1.11
Adipose mRNA stability 0 0.000 1.11
BLA alternative polyA 0 0.000 1.25
BLA alternative TSS 0 0.000 1.13
BLA gene expression 0 0.000 1.09
BLA isoform ratio 0 0.000 1.12
BLA intron excision ratio 0 0.000 1.26
BLA mRNA stability 0 0.000 1.14
Brain alternative polyA 0 0.000 1.15
Brain alternative TSS 0 0.000 1.09
Brain gene expression 0 0.000 1.08
Brain isoform ratio 0 0.000 1.05
Brain intron excision ratio 0 0.000 1.12
Brain mRNA stability 0 0.000 1.10
Eye alternative polyA 0 0.000 1.15
Eye alternative TSS 0 0.000 1.10
Eye gene expression 0 0.000 1.05
Eye isoform ratio 0 0.000 1.13
Eye intron excision ratio 0 0.000 1.11
Eye mRNA stability 0 0.000 1.15
IL alternative polyA 0 0.000 1.25
IL alternative TSS 0 0.000 0.94
IL gene expression 0 0.000 1.14
IL isoform ratio 0 0.000 1.21
IL intron excision ratio 0 0.000 1.27
IL mRNA stability 0 0.000 1.17
LHb alternative polyA 0 0.000 1.24
LHb alternative TSS 0 0.000 1.08
LHb gene expression 0 0.000 1.12
LHb isoform ratio 0 0.000 1.21
LHb intron excision ratio 0 0.000 1.33
LHb mRNA stability 0 0.000 1.08
Liver alternative polyA 0 0.000 1.08
Liver alternative TSS 0 0.000 1.03
Liver gene expression 0 0.000 1.04
Liver isoform ratio 0 0.000 1.08
Liver intron excision ratio 0 0.000 1.05
Liver mRNA stability 0 0.000 1.09
NAcc alternative polyA 0 0.000 1.17
NAcc alternative TSS 0 0.000 1.16
NAcc gene expression 0 0.000 1.11
NAcc isoform ratio 0 0.000 1.06
NAcc intron excision ratio 0 0.000 1.16
NAcc mRNA stability 0 0.000 1.18
OFC alternative polyA 0 0.000 1.25
OFC alternative TSS 0 0.000 1.37
OFC gene expression 0 0.000 1.14
OFC isoform ratio 0 0.000 1.12
OFC intron excision ratio 0 0.000 1.32
OFC mRNA stability 0 0.000 1.13
PL alternative polyA 0 0.000 1.23
PL alternative TSS 0 0.000 1.12
PL gene expression 0 0.000 1.11
PL isoform ratio 1 0.045 1.17
PL intron excision ratio 1 0.028 1.22
PL mRNA stability 0 0.000 1.13

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