Hub : Genes

USP15

Models

# panel tissue h2 h2 se h2 P eQTL R2 BLUP R2 ENET R2 BSLMM R2 LASSO R2 eQTL P BLUP P ENET P BSLMM P LASSO P
1 GTEx Adipose Subcutaneous 0.1760 0.0620 9.6e-04 0.027 NA 0.032 NA 0.028 2.7e-03 NA 1.2e-03 NA 2.1e-03
2 GTEx Artery Aorta 0.3610 0.0620 1.6e-12 0.382 NA 0.386 NA 0.388 2.8e-22 NA 1.6e-22 NA 1.2e-22
3 GTEx Brain Caudate basal ganglia 0.3360 0.1030 3.6e-03 0.034 NA -0.002 NA 0.051 3.7e-02 NA 3.6e-01 NA 1.4e-02
4 GTEx Whole Blood 0.0950 0.0400 7.1e-03 0.054 NA 0.012 NA 0.026 9.6e-06 NA 2.5e-02 NA 1.8e-03
5 METSIM Adipose 0.0536 0.0196 6.3e-04 0.034 0.019 0.002 0.017 0.022 7.4e-06 6.3e-04 1.7e-01 1.1e-03 2.6e-04
6 NTR Blood 0.0317 0.0128 9.2e-04 0.014 0.011 0.012 0.013 0.010 2.1e-05 9.9e-05 6.1e-05 3.3e-05 3.3e-04
7 YFS Blood 0.0675 0.0164 8.3e-10 0.028 0.034 0.037 0.030 0.023 9.8e-10 2.9e-11 3.8e-12 4.7e-10 3.0e-08

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6 7
Bipolar Disorder (2018) 1.6 2.5 6.5 -2.4 1.0 -0.1 -2.5 1.0 -1.0 -1.6
Bipolar Disorder or Schizophrenia 1.2 2.9 10.3 -1.9 1.3 -0.2 -3.2 0.6 -0.1 -2.0
Depressed Affect (Nagel 2018) 0.5 1.1 5.7 -0.5 -2.4 0.6 0.2 -0.5 -0.6 0.6
Depression (Nagel 2018) 0.4 0.7 2.3 -1.0 -0.7 0.5 -0.4 -1.5 0.2 -0.6
Intelligence (Savage-Jansen 2018) 0.7 2.1 7.6 1.2 -0.1 1.3 -1.2 -1.3 2.8 -0.7
Neuroticism (Nagel 2018) 0.9 2.0 6.0 -0.1 -2.3 1.6 -0.3 -2.5 -0.7 0.2
Schizophrenia (2018) 0.5 1.0 4.3 -0.5 0.8 -0.2 -2.1 -0.0 0.6 -1.2
Schizophrenia vs Biploar Disorder 2.4 3.2 13.3 -0.3 0.0 -0.4 -1.6 -3.6 -1.5 -2.0
Worry (Nagel 2018) 0.8 1.8 5.3 1.2 -1.4 1.5 0.6 -2.3 -0.9 0.4
Alzheimer’s Disease (in mother) 0.7 0.8 3.2 0.6 -1.1 0.8 -0.3 -0.3 1.8 0.5
Alzheimer’s Disease (in father) 1.3 1.4 3.0 1.7 -1.3 -0.3 1.3 -0.3 1.6 1.0
Alzheimer’s Disease (including proxy) 0.6 0.9 2.6 0.9 -1.4 0.7 -0.5 -0.4 1.6 0.2
Crohns Disease (2017) 0.8 1.7 4.3 1.0 -1.3 1.1 2.1 -0.1 0.9 1.6
Irritable Bowel Disease (IBD) 0.1 0.3 0.7 -0.8 -0.8 -0.0 0.1 -0.7 -0.6 0.1
Ulcerative Colitis (UC) 0.7 1.3 3.3 -1.8 -0.0 -1.2 -1.2 -0.9 -1.2 -0.9
Major Depression (MDD) 1.2 1.5 5.8 0.0 -0.8 -1.1 -2.4 -0.6 -0.7 -1.3
Reaction Time 0.5 0.9 1.6 1.2 1.0 1.2 0.7 -1.3 -0.4 -0.0
Verbal and Numeric Reasoning (VNR) 0.8 1.9 6.2 -0.2 1.0 0.7 -2.5 -0.9 1.3 -1.9
Breast Cancer 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Ovarian Cancer 1.4 1.8 4.8 0.7 -1.5 -0.4 1.1 1.4 1.3 2.2
Prostate Cancer 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Age at First Birth 1.1 1.5 4.2 1.3 -0.9 -1.0 1.2 1.2 2.0 -0.5
Bipolar Disorder (2011) 2.9 2.8 5.9 -1.9 0.6 -1.5 -2.4 2.2 0.2 -1.5
Body Mass Index (BMI) (2010) 0.5 0.7 1.9 -0.5 1.0 0.1 -1.1 -0.4 -0.7 -1.4
Coronary Artery Disease (CAD) 0.6 0.7 3.8 0.1 -0.7 0.2 -2.0 0.5 -0.7 -0.4
Crohns Disease (2012) 0.2 0.3 0.9 0.2 -0.9 0.3 0.5 -0.6 0.7 0.3
Mean Putamen Volume 0.7 0.8 1.9 -0.3 1.4 -0.1 -0.7 1.1 0.4 -1.2
Fasting Glucose 0.9 1.0 2.6 0.5 -0.7 -0.8 0.7 -1.5 -1.6 0.7
HbA1C 1.0 1.1 2.8 1.1 1.7 0.2 -0.5 1.4 1.3 -0.4
HDL Cholesterol 0.7 1.2 4.7 0.4 1.4 -2.2 0.1 -1.0 0.2 -0.5
LDL Cholesterol 0.6 0.9 2.0 0.7 -0.6 -1.0 1.4 -0.7 -0.7 1.3
Lupus 0.6 0.9 2.6 -0.4 -0.4 1.1 1.6 1.3 0.4 0.3
Neuroticism (2016) 0.5 0.8 1.4 -0.9 0.9 1.0 -0.5 -1.2 -1.0 -0.2
Primary Biliary Cirrhosis 0.2 0.3 0.5 0.2 -0.7 0.7 0.6 0.2 0.0 0.6
Rheumatoid Arthritis 0.6 0.9 2.1 1.4 0.5 -0.6 1.3 0.5 -0.7 0.9
Schizophrenia (2014) 1.6 3.4 11.0 -2.0 1.1 -1.0 -3.3 -1.1 -0.3 -2.4
Triglycerides 1.1 1.8 5.0 1.2 -2.2 0.7 1.2 -0.4 0.6 2.0
Type 2 Diabetes (T2D) (2012) 0.4 0.5 1.4 0.4 1.1 0.4 -0.2 1.2 -0.6 0.4
Ulcerative Colitis 0.8 1.2 2.4 -1.0 -0.5 -1.5 -1.0 -1.5 -1.3 -0.2
Blood Eosinophil Count 1.9 14.8 33.1 4.0 -5.8 0.4 4.8 0.3 2.1 5.2
Blood Platelet Count 1.2 14.1 50.7 -1.5 -7.1 -2.1 -0.4 -3.7 -3.4 4.0
Blood Red Count 0.1 0.8 3.2 0.6 0.2 -1.8 1.2 -0.4 -0.3 0.0
Blood White Count 0.2 1.8 5.2 -0.2 -2.0 -2.3 -0.3 -1.1 -1.4 0.3
Heel T-Score 0.8 6.0 14.2 -0.5 1.4 -3.5 -2.4 -2.7 0.1 -3.8
BMI 1.2 6.7 15.0 -3.3 2.0 0.5 -3.5 -1.7 -1.3 -3.9
Height 0.2 3.7 10.9 0.5 1.4 2.7 1.6 3.3 1.7 0.5
Waist Hip Ratio (WHR) 0.9 4.1 12.9 1.8 -2.5 0.9 1.4 0.0 -1.9 3.6
Systolic Blood Pressure 0.3 1.7 3.5 1.6 -1.9 -0.0 1.6 -0.6 -0.8 1.5
Smoking Status 0.7 1.7 3.8 0.8 0.2 -2.0 0.2 -1.9 -1.8 -0.5
Allergy or Eczema 0.9 2.3 11.8 -0.4 -1.8 3.4 -0.6 -0.5 -0.4 0.2
Cardiovascular Disease 0.7 2.2 6.0 0.2 -2.5 0.5 0.5 -1.6 -1.7 1.8
Hypothyroidism (self reported) 0.9 2.0 6.9 1.1 -1.3 -0.8 0.8 2.6 -0.2 1.8
Respiratory disease 0.2 0.4 2.0 0.1 -1.4 0.4 0.1 -0.0 -0.4 0.7
Type 2 Diabetes (T2D) (2018) 0.2 0.3 0.8 0.6 0.0 -0.4 -0.9 -0.2 -0.6 -0.6
Lung FEV1/FVC ratio 0.2 0.8 3.6 0.6 0.8 0.5 -0.8 0.1 0.2 -1.9
Lung FVC 0.1 0.7 3.0 -0.3 0.8 -1.7 -0.2 -0.5 0.0 -0.9
Neuroticism 0.6 1.6 3.4 1.2 -1.6 1.8 0.4 -1.5 0.3 1.1
Chronotype (morning person) 1.1 2.4 9.7 0.6 0.3 0.3 1.9 -1.3 -1.3 3.1
Hair Pigment 0.1 1.5 3.2 1.8 0.1 1.8 1.6 -0.9 -0.3 0.9
Tanning 0.0 0.4 0.9 -0.7 0.9 0.5 0.9 0.5 -0.4 -0.5
Hand grip strength (left) 0.9 2.2 6.2 -1.1 1.7 1.3 -1.5 -0.5 -0.9 -2.5
Number of treatments/medications taken 0.3 0.5 1.3 0.5 -0.8 0.8 0.3 -0.5 0.6 1.2
Average weekly spirits intake 0.8 1.0 2.6 1.1 -1.6 -0.0 -0.4 1.4 1.0 0.0
Sensitivity / hurt feelings 1.1 1.9 6.3 -0.4 -0.5 2.5 -1.9 -1.3 -0.4 -1.1
Frequency of depressed mood in last 2 weeks 0.5 0.7 3.3 -0.7 -0.2 -0.1 -0.7 -0.9 0.2 -1.8
Hearing difficulty/problems: Yes 0.6 0.9 2.5 0.5 -0.2 1.2 0.6 1.1 1.6 0.3
Relative age of first facial hair 0.5 0.9 3.3 0.2 0.9 1.5 0.3 1.8 -0.3 -0.3
Other serious medical condition/disability diagnosed by doctor 0.7 1.0 3.9 -0.2 0.8 -0.0 0.6 1.3 2.0 0.3
Ever used hormone-replacement therapy (HRT) 0.3 0.4 1.1 -0.9 0.7 -0.0 0.4 1.1 -0.4 0.2
Ever had hysterectomy (womb removed) 0.8 0.9 3.7 0.3 -0.1 -1.0 1.1 1.9 0.6 0.6
Systolic blood pressure, automated reading 0.3 1.0 2.5 -0.1 -0.2 -0.1 1.3 1.4 -1.6 0.9
Eye problems/disorders: Diabetes related eye disease 0.9 1.0 2.1 0.7 -0.1 -1.4 1.0 1.0 1.1 1.1
Angina 0.9 1.2 2.9 1.7 -1.2 -1.7 0.5 -0.9 0.1 0.6
Medication for hormone replacement therapy 0.5 0.6 2.0 -1.0 -0.0 -0.2 -1.4 -0.6 -0.3 -0.6
Vitamin and mineral supplements 0.2 0.3 1.8 0.5 -0.3 -0.3 1.4 -0.1 -0.0 -0.2
Supplements: Zinc 1.0 1.1 3.3 1.8 -1.8 -0.2 0.5 0.5 0.4 0.9
Medication: Co-codamol 0.5 0.6 1.5 -0.3 0.3 -1.2 0.8 -0.2 1.2 -0.8
Medication: Metformin 0.3 0.5 1.3 0.9 -0.4 0.5 -1.2 0.5 -0.3 0.6
Diabetes (father) 1.1 1.4 3.1 1.0 -1.8 -0.1 0.2 0.7 1.6 1.5
Diabetes (mother) 0.8 1.0 2.3 1.5 0.9 -0.2 1.1 1.4 0.5 0.4
Severe depression (siblings) 0.8 0.9 3.4 -0.7 -1.8 -0.0 -0.2 -1.3 -0.5 0.4
Pack years adult smoking proportion 1.1 1.6 5.6 1.6 -2.4 -0.8 0.3 0.7 1.1 0.9
Impedance of leg (right) 0.3 1.7 4.7 0.8 -1.3 -0.2 1.6 -0.6 1.3 2.2
Leg fat-free mass (left) 0.3 1.8 5.1 -0.8 1.4 0.9 -1.5 0.6 -1.2 -2.3
Trunk fat percentage 0.7 2.9 7.5 -1.8 0.4 -0.4 -2.7 -1.9 -1.7 -1.6
Hand grip strength (right) 1.1 3.0 7.8 -1.2 1.5 0.6 -1.5 -1.9 -1.9 -2.8
Townsend deprivation index at recruitment 1.0 1.4 4.4 1.2 -2.1 1.7 -0.8 0.4 0.2 -0.1
Current tobacco smoking 0.6 1.0 1.6 1.0 -0.4 -0.8 -0.9 -1.0 -1.3 -1.1
Average weekly fortified wine intake 1.9 2.3 6.9 1.7 0.9 1.3 0.7 2.6 1.7 -0.0
Maternal smoking around birth 1.4 2.1 7.9 -0.5 0.7 2.8 -0.6 0.3 -1.6 -1.7
Fed-up feelings 1.2 2.1 8.5 0.7 -2.9 1.3 1.2 -1.0 -0.4 1.3
Frequency of unenthusiasm / disinterest in last 2 weeks 1.0 1.3 5.7 0.3 -0.2 1.5 0.8 0.3 2.4 0.7
Relative age voice broke 0.5 0.7 2.2 1.5 -0.6 1.3 -0.0 0.8 -0.0 0.4
Taking other prescription medications 0.8 1.3 5.8 0.6 -1.4 -0.8 0.3 -2.4 -0.3 0.2
Age when periods started (menarche) 0.6 1.4 5.4 -1.0 -0.5 -0.1 0.9 -1.4 -2.3 0.4
Bilateral oophorectomy (both ovaries removed) 0.6 0.7 2.7 0.3 -0.2 0.6 1.0 1.6 0.8 0.4
Heel bone mineral density (BMD) T-score, automated (left) 1.1 2.6 7.1 -1.1 0.4 -2.7 -1.8 -1.0 0.3 -2.3
Tinnitus: Yes, but not now, but have in the past 0.3 0.3 1.1 -0.2 -0.6 -0.5 -0.4 -0.3 -0.3 1.1
Qualifications: CSEs or equivalent 0.2 0.3 0.8 -0.3 0.9 0.8 -0.1 -0.2 -0.4 -0.1
Serious illness, injury or assault to yourself 0.5 0.6 2.5 -1.0 1.6 0.7 -0.1 0.1 -0.2 -0.4
High blood pressure 0.3 0.9 2.9 -0.2 -0.8 -0.1 0.8 -1.2 -1.7 0.6
Hayfever, allergic rhinitis or eczema 1.0 2.2 8.2 -0.1 -2.2 2.9 -0.0 -1.4 -0.8 0.3
Multivitamins +/- minerals 0.2 0.3 0.6 -0.2 -0.1 0.6 -0.5 -0.5 0.5 0.8
Stomach or abdominal pain in last month 0.1 0.1 0.3 0.5 -0.1 0.5 -0.0 0.4 -0.2 -0.6
Supplements: Glucosamine 1.3 1.7 4.8 1.2 0.4 -1.4 0.9 0.8 2.2 1.4
Diverticular disease/diverticulitis (self-reported) 1.0 1.2 3.3 -1.4 -1.2 0.8 -0.8 -1.8 -0.5 0.7
Medication: Atenolol 0.5 0.6 2.2 1.1 -0.7 0.4 0.3 -0.5 -0.3 1.5
Medication: Levothyroxine sodium 0.6 1.0 5.2 -0.4 0.1 0.9 0.1 2.3 -0.4 0.8
Sitting height 0.1 0.6 1.7 -0.3 1.3 0.7 1.3 -0.5 -0.1 -0.3
Chronic bronchitis/emphysema (father) 0.7 0.8 1.4 -1.2 0.9 1.1 0.5 -1.2 -0.6 0.2
High blood pressure (mother) 0.6 0.9 2.3 1.5 1.5 -0.0 1.0 -0.9 -0.2 0.3
Body mass index (BMI) 0.7 2.8 5.4 -2.1 1.5 -0.3 -2.2 0.2 -1.7 -2.3
Impedance of leg (left) 0.5 2.2 6.2 0.7 -2.0 -0.0 1.6 -0.8 1.2 2.5
Leg predicted mass (left) 0.3 1.8 5.0 -0.7 1.5 1.0 -1.4 0.7 -1.2 -2.2
Trunk fat mass 0.7 2.9 6.6 -1.9 1.1 0.1 -2.6 -1.1 -1.7 -2.1
Waist circumference 0.6 2.3 4.4 -1.9 1.1 0.2 -2.1 0.2 -2.1 -1.5
Number of incorrect matches in round 0.7 1.2 2.6 1.5 1.6 0.9 0.9 1.3 -0.2 -0.2
Past tobacco smoking 0.3 0.6 1.4 0.5 -0.6 1.0 -0.7 1.2 0.7 0.4
Alcohol usually taken with meals 0.9 1.4 7.0 -0.2 -1.5 -0.3 0.4 -2.6 0.2 0.8
Nervous feelings 0.9 1.6 7.0 0.8 -0.9 2.6 -0.6 -1.4 -0.4 -0.6
Frequency of tenseness / restlessness in last 2 weeks 0.9 1.3 2.9 0.7 -1.7 0.9 1.4 -0.6 1.7 0.3
Hearing difficulty/problems with background noise 0.5 0.7 3.6 0.5 0.8 1.9 -0.1 -0.3 0.6 0.4
Hair/balding pattern: Pattern 2 0.9 1.2 2.8 -1.7 1.1 0.6 -1.0 0.7 -1.1 -1.1
Had menopause 0.6 0.7 3.9 0.1 2.0 -0.2 0.4 0.8 -0.3 -0.1
Had other major operations 0.3 0.4 1.3 -0.7 -0.1 1.2 -0.8 -0.4 -0.1 0.3
Forced vital capacity (FVC) 0.2 0.6 1.3 -0.9 0.8 -0.1 -0.2 -1.1 -0.7 -1.1
Heel bone mineral density (BMD) T-score, automated (right) 1.0 2.4 7.7 -0.5 1.1 -2.8 -1.4 -0.1 -0.0 -2.3
Ever unenthusiastic/disinterested for a whole week 0.7 0.9 3.1 0.1 -0.7 -1.8 -0.4 -0.6 1.4 -0.3
Qualifications: None of the above 1.4 3.0 6.6 -0.0 -1.1 -1.8 1.9 1.6 -1.8 2.6
Financial difficulties in last 2 years 0.8 1.1 2.6 1.1 -1.4 -1.3 -0.0 0.5 1.6 0.6
Mouth/teeth dental problems 0.5 0.7 2.2 -0.3 -0.3 0.5 0.7 1.3 1.5 0.0
Heart attack 0.6 0.8 2.2 1.5 -0.7 -0.4 0.2 0.6 0.7 1.4
Allergy 0.9 2.1 6.4 -0.1 2.5 -2.2 -0.6 1.1 0.4 -1.2
Pain all over the body in last month 1.3 1.4 3.5 1.9 -0.4 -1.3 1.7 -0.7 1.0 0.5
Diabetes (self-reported) 0.3 0.5 3.0 1.7 0.4 -0.2 0.3 -0.3 0.2 -0.4
Hayfever/allergic rhinitis (self-reported) 1.3 1.7 5.8 -1.0 -1.3 1.1 -2.4 -0.1 -0.2 -1.4
Medication: Ramipril 0.9 1.2 5.1 -0.6 -0.8 -0.5 -1.1 0.1 -2.3 0.9
Medication: Simvastatin 0.9 1.4 5.3 0.4 -2.3 -0.6 -0.0 0.2 1.1 1.6
Fluid intelligence score 1.0 2.2 4.0 0.9 0.9 0.1 -1.8 -2.0 1.5 -2.0
Illnesses of siblings 0.9 1.2 3.6 -1.1 1.0 0.1 -1.9 -0.2 0.9 -1.4
Neuroticism score 1.0 2.0 3.2 1.7 -1.7 1.8 0.5 -1.3 1.5 1.0
Weight 0.5 2.3 4.7 -1.7 1.7 0.6 -1.6 0.5 -1.5 -2.2
Impedance of arm (right) 0.3 1.4 5.7 0.8 -0.3 -1.6 -0.9 -2.4 0.6 0.2
Arm fat percentage (right) 1.1 4.3 9.3 -2.4 1.8 -0.8 -3.1 -1.0 -1.7 -2.8
Trunk fat-free mass 0.3 1.7 3.5 -0.5 1.8 1.5 0.1 1.9 -0.8 -1.3
Hip circumference 1.0 4.3 10.0 -2.5 1.9 0.3 -2.9 -0.5 -1.3 -3.2
Time employed in main current job 0.8 0.9 2.1 -1.3 0.6 -1.4 0.4 -0.3 -1.4 -0.1
Alcohol intake versus 10 years previously 1.8 2.6 7.1 -2.5 -1.5 0.2 -1.5 -0.7 -2.7 0.0
Father’s age at death 0.4 0.6 2.1 0.6 -1.0 -0.8 -0.0 0.4 1.4 0.1
Worrier / anxious feelings 0.5 1.0 3.4 1.9 -0.3 -0.3 0.9 -1.5 0.3 0.5
Frequency of tiredness / lethargy in last 2 weeks 1.1 1.7 3.6 1.5 -1.4 1.9 1.2 0.3 1.4 0.8
Falls in the last year 0.9 1.2 2.5 -1.6 -1.1 1.2 -0.7 -1.0 -1.3 0.4
Hair/balding pattern: Pattern 3 0.7 1.0 4.1 2.0 0.1 -0.2 0.0 0.2 1.5 0.7
Number of live births 0.8 1.1 2.0 -0.7 -0.9 0.4 1.1 -1.1 -1.4 1.3
Forced expiratory volume in 1-second (FEV1) 0.2 0.8 2.2 -1.1 0.7 0.3 -0.8 -0.8 -0.4 -1.5
Pulse rate 1.5 2.6 10.6 -1.4 3.3 -1.4 0.7 1.0 -0.2 -1.5
Happiness 1.3 1.6 3.1 -0.7 0.3 -1.2 -1.5 -1.8 -0.8 -1.7
Noisy workplace 0.7 0.9 2.4 0.1 -0.1 0.3 0.8 1.6 -1.3 1.1
Qualifications: A levels/AS levels or equivalent 1.6 3.4 19.9 -0.3 -0.1 0.9 -0.8 -4.5 1.1 -1.1
Serious illness, injury or assault of a close relative in last 2 years 2.2 2.5 6.4 -1.7 -2.1 0.5 -1.3 -2.5 -1.2 -0.6
Mouth/teeth dental problems: Dentures 0.7 1.1 5.5 -0.3 0.0 -1.1 -0.3 -0.5 -2.4 -0.8
Asthma 0.8 1.5 5.9 0.6 -2.4 -0.5 0.7 -1.2 -0.4 1.4
Medication: Ibuprofen (e.g. Nurofen) 0.6 0.8 1.9 1.4 -0.4 0.2 0.6 1.3 -0.2 1.2
Medication: Cholesterol lowering 0.3 0.5 1.9 0.6 -0.8 0.5 -1.4 -0.2 0.5 0.4
Depression (self-reported) 0.7 0.9 3.1 -0.2 1.0 -1.3 -0.6 0.1 0.0 -1.8
Medication: Lansoprazole 0.4 0.5 2.3 0.6 0.3 0.7 0.5 -1.5 -0.1 -0.0
Prospective memory result 0.8 1.0 2.4 0.7 0.2 -0.7 1.1 0.4 -1.5 1.5
Lung cancer (father) 1.5 1.8 4.9 -1.8 0.6 -0.7 -1.3 -0.6 -2.2 -1.2
Illnesses of mother 0.6 0.7 3.1 -0.4 -1.8 0.7 -0.5 0.3 0.8 0.6
Forced expiratory volume in 1-second (FEV1), Best measure 0.4 1.3 3.6 -1.5 0.9 0.4 -1.4 -0.1 -0.5 -1.9
Pulse wave Arterial Stiffness index 0.7 0.8 2.8 0.1 0.2 0.1 -0.0 1.7 1.0 1.4
Impedance of arm (left) 0.3 1.5 7.2 0.5 -0.9 -0.6 -1.3 -2.7 0.5 0.6
Arm fat mass (right) 1.0 4.0 8.3 -2.3 1.9 -0.3 -2.7 -0.5 -1.7 -2.9
Trunk predicted mass 0.3 1.8 3.8 -0.5 2.0 1.6 0.1 1.9 -0.7 -1.3
Standing height 0.1 0.9 3.1 0.6 0.7 1.8 1.1 0.9 0.2 0.4
Length of working week for main job 1.2 1.3 3.8 -0.6 0.5 -0.6 -0.2 -2.0 -1.3 -1.5
Exposure to tobacco smoke at home 0.7 0.8 3.3 -0.6 -1.8 -0.1 -0.1 -1.0 -0.6 0.8
Breastfed as a baby 1.3 1.6 4.9 -0.7 1.4 2.2 -1.3 1.1 1.0 -0.3
Tense / ‘highly strung’ 0.8 1.4 2.3 1.3 -1.4 1.5 1.1 -0.5 0.6 1.3
Seen doctor (GP) for nerves, anxiety, tension or depression 0.4 0.6 1.3 1.1 0.1 1.2 0.1 -0.3 0.7 -0.8
Hair/balding pattern: Pattern 4 0.1 0.3 0.9 -0.8 -0.0 -1.0 -0.0 -0.5 0.3 -0.0
Birth weight of first child 1.3 2.3 6.7 2.6 -0.7 -1.8 1.4 0.4 1.8 0.3
Peak expiratory flow (PEF) 0.3 0.6 1.7 -0.8 0.1 -0.4 -0.7 -1.3 0.2 -1.0
Pulse wave reflection index 0.7 0.8 3.3 -0.6 -0.9 1.8 -0.3 0.1 -0.4 1.1
Ever highly irritable/argumentative for 2 days 0.9 1.1 3.1 -1.4 -0.0 1.7 -1.3 -0.7 -0.5 -0.3
Loud music exposure frequency 0.7 0.8 3.2 -0.5 -0.5 0.7 0.9 -1.8 -0.2 0.8
Qualifications: O levels/GCSEs or equivalent 1.4 2.2 6.7 -1.0 0.2 1.8 -0.5 -2.6 1.6 -1.2
Mouth/teeth dental problems: Bleeding gums 0.7 0.9 2.2 1.5 -0.7 1.2 -0.2 -1.1 0.1 0.9
Blood clot in the leg (DVT) 1.2 1.5 5.5 0.2 0.3 0.4 0.9 1.3 1.5 2.4
Medication: Paracetamol 0.5 0.8 1.7 1.3 -1.3 0.3 0.1 -0.5 -0.5 1.1
Headache pain in last month 0.8 1.4 3.6 0.9 -0.5 0.2 -0.7 -1.0 -1.9 -1.9
Medication for cholesterol, blood pressure or diabetes 0.4 0.6 1.3 -1.1 0.1 -0.7 1.1 0.3 -0.9 -0.4
Glaucoma (self-reported) 0.3 0.3 0.8 -0.9 -0.5 0.7 -0.3 0.5 -0.6 -0.2
Gout (self-reported) 0.1 0.2 0.8 -0.4 -0.9 -0.5 -0.1 0.2 0.1 0.2
Hypothyroidism/myxoedema (self-reported) 0.8 1.5 3.7 0.3 -1.9 -0.5 0.4 1.7 -0.9 1.6
Medication: Amlodipine 1.1 1.5 3.5 1.9 -1.0 -0.2 1.6 0.9 0.7 1.5
Medication: Ventolin 100micrograms inhaler 0.8 1.0 3.3 0.2 -1.8 -1.2 0.1 -1.2 -0.8 0.2
Birth weight 0.9 1.9 3.6 1.5 1.6 -0.2 1.5 1.9 1.3 -1.1
Chronic bronchitis/emphysema (mother) 0.4 0.4 1.0 -0.9 -0.3 1.0 -0.2 -1.0 0.2 -0.3
High blood pressure (siblings) 1.2 1.8 7.2 1.1 -1.0 0.2 2.7 0.1 -0.3 1.6
Forced vital capacity (FVC), Best measure 0.3 1.0 2.4 -1.5 0.8 -0.2 -1.2 -0.3 -0.8 -1.4
Body fat percentage 0.8 3.0 7.2 -2.3 0.8 -0.2 -2.7 -1.2 -1.5 -2.0
Leg fat percentage (right) 0.6 2.3 5.0 -2.1 1.5 -0.3 -2.0 0.3 -0.8 -2.2
Arm fat-free mass (right) 0.3 1.7 5.0 -1.0 0.9 2.2 0.0 1.7 -1.3 -0.8
Exposure to tobacco smoke outside home 0.2 0.3 0.7 0.6 -0.6 -0.4 0.7 0.2 0.2 0.8
Comparative body size at age 10 0.3 0.8 3.8 0.4 0.5 1.9 0.2 -0.4 1.1 0.0
Number of full brothers 1.2 1.5 4.7 -1.4 0.2 -1.8 -0.5 0.0 -2.2 -0.0
Worry too long after embarrassment 0.7 1.1 3.3 0.8 -0.8 1.5 -0.5 -1.8 0.1 -0.8
Seen a psychiatrist for nerves, anxiety, tension or depression 0.3 0.4 1.2 1.1 0.8 -0.3 -0.2 0.6 -0.5 -0.0
Wheeze or whistling in the chest in last year 0.3 0.6 1.2 0.6 -0.5 -0.8 0.8 -1.1 0.2 0.9
Number of children fathered 2.2 2.5 5.0 -1.6 1.3 -1.9 -1.1 -1.4 -2.2 -0.9
Reason for reducing amount of alcohol drunk: Health precaution 1.1 1.3 3.6 -0.6 -1.0 -1.7 -0.8 -1.9 -0.6 0.5
Age at first live birth 1.3 2.4 6.6 2.5 0.9 -1.1 1.0 0.2 2.6 -0.7
Pulse wave peak to peak time 0.6 0.8 2.3 -0.1 -0.1 -0.3 0.1 -1.5 -0.8 -1.5
Health satisfaction 0.4 0.5 2.0 -1.1 0.1 -0.0 -1.4 -0.1 -0.4 -0.5
Shortness of breath walking on level ground 0.8 0.9 3.4 -0.4 0.7 -1.2 0.0 -1.0 -1.9 0.3
Qualifications: College or University degree 0.6 1.8 8.1 1.5 -0.1 0.8 -0.6 -0.7 2.9 -0.8
Eye problems/disorders: None of the above 1.3 1.5 3.7 -0.0 1.9 -0.2 -1.5 -1.0 -0.9 -1.7
Mouth/teeth dental problems: Loose teeth 1.2 1.5 3.5 0.7 -1.0 -1.8 -0.1 -1.9 -1.4 -0.2
Emphysema/chronic bronchitis 0.2 0.3 1.0 1.0 -0.0 -0.4 0.3 0.4 0.5 0.6
Medication for pain relief, constipation, heartburn 0.5 0.9 2.4 -0.1 0.9 -1.6 0.6 0.8 1.2 -0.9
Neck or shoulder pain in last month 0.3 0.4 1.5 0.1 -0.0 -0.2 0.5 1.0 -1.2 0.0
Medication: Blood pressure 0.4 0.6 2.0 1.4 -0.1 0.9 -0.7 -0.7 0.8 0.0
Angina (self-reported) 0.8 1.1 2.9 1.3 -1.0 -1.7 -0.0 -1.4 -0.2 0.0
Migraine (self-reported) 0.7 0.9 2.9 -0.4 0.9 0.4 0.2 -1.7 -0.8 -1.3
Medication: Ibuprofen 0.5 0.6 1.1 1.0 -0.9 0.3 0.9 0.5 -0.4 1.1
Medication: Allopurinol 0.3 0.4 1.3 -1.1 -0.4 -0.9 -0.7 0.3 -0.2 -0.1
Medication: Omeprazole 0.5 0.6 1.4 0.2 0.4 -1.2 -0.8 -1.1 -0.8 -0.4
Medication: Seretide 50 evohaler 1.0 1.1 4.8 -0.2 2.2 -1.0 -0.5 0.0 0.0 -1.3
Mean time to correctly identify matches 0.5 0.9 3.2 1.8 0.8 1.2 0.7 0.4 0.0 0.4
Heart disease (mother) 1.3 1.6 3.7 1.4 -1.0 -0.8 1.1 -1.6 -1.9 0.3
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.9 1.1 3.3 -0.6 0.2 0.1 -1.8 -1.5 -0.8 -0.9
Whole body fat mass 0.7 3.1 6.1 -2.2 1.2 0.1 -2.5 -0.7 -1.8 -2.3
Leg fat mass (right) 0.6 2.3 5.5 -1.8 1.5 0.1 -2.0 0.5 -1.0 -2.4
Arm predicted mass (right) 0.3 1.6 4.7 -1.0 0.8 2.2 0.1 1.5 -1.2 -1.0
Pulse rate, automated reading 1.2 3.8 13.9 -1.4 3.7 -2.2 0.2 -0.4 0.6 -2.3
Alcohol intake frequency. 0.9 2.1 4.4 -1.1 0.0 1.9 -2.1 1.0 -1.9 -0.7
Comparative height size at age 10 0.3 1.8 6.6 1.0 -0.2 2.6 0.5 0.8 1.7 1.2
Number of full sisters 2.5 3.0 5.8 -2.4 0.0 2.0 -1.9 -1.1 -2.3 -0.9
Suffer from ‘nerves’ 0.5 0.8 2.9 -0.2 -0.5 1.7 -0.2 -1.5 0.2 0.1
Overall health rating 0.7 1.5 3.7 -1.4 -0.5 1.9 -0.4 -1.4 -1.4 0.6
Chest pain or discomfort 0.6 0.8 2.6 0.4 -0.7 -0.9 1.6 0.4 1.0 0.7
Had major operations 0.9 1.0 3.6 1.1 -1.4 -1.9 -0.2 -0.4 0.2 0.3
Age at last live birth 1.1 1.6 4.2 1.5 1.2 0.1 1.1 1.4 2.0 -0.3
Family relationship satisfaction 0.7 0.8 3.5 -0.2 -0.3 0.5 0.8 -1.9 0.9 0.7
Leg pain on walking 0.2 0.2 0.8 -0.4 -0.5 0.4 -0.1 -0.1 -0.9 -0.2
Qualifications: NVQ or HND or HNC or equivalent 0.6 0.7 1.5 -0.7 -1.2 1.1 -0.9 -1.0 -0.1 -0.2
Commuting to job workplace: Car/motor vehicle 1.1 1.3 5.0 0.1 2.2 -1.1 0.8 -0.1 -1.4 -0.6
Illness, injury, bereavement, stress in last 2 years 0.4 0.4 1.7 0.5 1.3 0.6 0.4 -0.0 -0.7 0.3
Medication: Aspirin 0.3 0.4 1.3 0.4 0.1 0.5 -1.0 -0.5 -1.2 -0.4
Supplements: Vitamin C 0.8 0.9 4.5 -0.4 0.8 -0.4 -2.1 0.5 0.2 -0.9
Knee pain experienced in last month 0.4 0.6 1.6 -1.0 -1.3 0.5 0.5 0.0 -0.8 0.6
Hypertension (Self-reported) 0.4 1.0 3.9 -0.2 -0.9 -0.1 0.9 -1.1 -2.0 0.8
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 1.1 1.3 6.2 0.6 -0.4 -0.6 1.0 -2.5 1.1 0.1
Illnesses of father: Heart disease 1.4 2.0 4.8 -1.1 1.8 -2.2 -1.0 0.1 -0.2 -1.8
Illnesses of siblings: Diabetes 0.2 0.3 0.8 -0.6 -0.3 -0.9 0.3 -0.5 -0.4 0.1
Smoking status: Previous 0.4 0.6 2.2 -0.2 0.5 -0.9 1.5 -0.5 0.2 0.6
Forced expiratory volume in 1-second (FEV1), predicted 0.2 0.5 1.4 -1.2 1.2 0.1 -0.2 -0.5 0.3 0.0
Whole body fat-free mass 0.3 1.5 2.5 -0.6 1.5 1.6 -0.3 1.4 -1.0 -1.6
Leg fat-free mass (right) 0.3 1.3 3.4 -0.6 1.0 1.3 -1.3 0.5 -1.0 -1.8
Arm fat percentage (left) 1.2 4.7 11.3 -2.6 1.4 -0.4 -3.4 -1.4 -1.9 -2.7
Average weekly red wine intake 1.3 2.0 8.3 1.0 -0.7 -0.7 0.8 -1.6 2.9 0.4
Handedness (chirality/laterality): Left-handed 0.8 0.9 4.0 0.8 0.7 -0.6 -0.5 -0.2 -2.0 -1.0
Mood swings 1.4 2.5 9.2 0.9 -3.0 0.6 1.3 -0.9 0.4 2.2
Loneliness, isolation 0.9 1.2 3.1 1.5 0.0 1.7 -0.5 1.8 0.2 -0.5
Long-standing illness, disability or infirmity 0.4 0.6 2.3 0.6 -0.6 -0.1 0.9 -0.5 -0.2 1.5
Ever had bowel cancer screening 1.9 2.3 5.3 0.5 -2.3 2.1 0.6 -0.2 0.4 2.3
Diabetes diagnosed by doctor 0.3 0.5 2.2 1.5 0.1 -0.9 0.0 -0.6 -0.2 0.2
Ever had stillbirth, spontaneous miscarriage or termination 1.3 1.4 6.1 1.4 -0.0 2.5 -0.0 0.8 0.9 -0.4
Friendships satisfaction 0.7 0.8 2.7 -0.4 -0.5 0.2 0.4 -1.6 1.4 0.6
Qualifications: nursing, teaching 1.2 1.9 7.3 -0.8 0.0 0.5 -1.0 -2.7 1.2 -1.6
Commuting to job workplace: Walk 1.8 1.9 4.9 0.8 -2.2 1.3 -1.7 -1.5 0.9 -0.6
Eye problems/disorders: Cataract 1.0 1.2 4.9 0.2 -1.5 2.2 0.1 -0.5 0.1 1.0
Mouth/teeth dental problems: Mouth ulcers 0.5 0.9 1.9 0.3 -1.4 -0.9 0.2 -1.0 -0.7 1.3
Medication for cholesterol 1.0 1.6 3.9 -0.8 0.8 0.5 -1.3 -1.9 0.2 -2.0
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.8 0.9 2.5 -0.2 -0.3 -1.6 0.6 -1.3 0.9 0.9
Back pain experienced in last month 1.0 1.5 7.0 -2.6 0.1 1.6 -0.2 -0.4 -0.8 -0.4
Mineral and other dietary supplements 0.4 0.6 2.0 -0.2 -0.4 0.8 0.3 -0.7 -1.4 -0.8
Breast cancer (self-reported) 0.8 1.0 2.6 0.6 0.4 0.7 -0.9 1.6 -1.3 -1.1
Asthma (self-reported) 0.7 1.4 4.5 0.8 -2.1 -0.6 1.1 -0.9 0.3 1.4
Osteoporosis (self-reported) 0.2 0.2 1.3 0.1 -0.0 1.1 -0.2 0.0 -0.1 0.5
Osteoarthritis (self-reported) 0.9 1.2 3.9 -0.2 2.0 -0.2 -0.4 1.7 0.6 -1.0
Medication: Aspirin 0.8 1.0 3.5 0.5 -0.1 -0.2 -1.4 -0.9 -1.9 -0.9
Medication: Gliclazide 0.8 0.9 3.6 0.3 0.1 0.4 -1.5 1.9 0.6 -0.2
Illnesses of father: None of the above (group 1) 0.5 0.6 1.3 -0.3 -0.2 0.8 -0.8 1.1 -1.1 0.3
Smoking status: Current 0.7 1.1 1.8 1.0 -0.2 -0.9 -0.9 -1.3 -1.4 -1.2
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.6 1.3 3.5 -1.0 1.5 0.6 -1.2 -0.0 0.3 -1.9
Whole body water mass 0.3 1.5 2.6 -0.6 1.5 1.6 -0.3 1.3 -0.9 -1.6
Leg predicted mass (right) 0.3 1.4 3.8 -0.7 1.1 1.3 -1.4 0.5 -1.0 -1.9
Arm fat mass (left) 0.8 3.3 6.9 -2.1 1.5 0.3 -2.6 -0.6 -1.8 -2.5
Number of self-reported non-cancer illnesses 0.4 0.8 3.2 -1.1 -1.8 0.2 0.2 0.1 0.4 0.9
Average weekly champagne plus white wine intake 0.5 0.7 1.1 0.9 -0.3 -1.0 -1.0 -0.9 1.0 -0.2
Miserableness 1.4 2.4 8.4 1.2 -2.9 1.4 0.4 -0.8 1.8 0.8
Guilty feelings 0.9 1.3 2.8 -0.3 -1.1 1.4 -0.8 -1.7 1.6 -0.5
Wears glasses or contact lenses 0.2 0.3 0.6 -0.6 -0.2 -0.5 0.3 -0.8 0.4 -0.5
Ever taken oral contraceptive pill 0.9 1.0 4.2 0.3 -0.5 0.6 -0.7 -2.1 -1.2 -0.2
Hearing aid user 1.1 1.2 2.6 1.3 -0.8 -1.0 0.2 1.6 -1.3 0.7
Mother’s age at death 0.4 0.6 1.2 0.7 0.4 -0.9 -0.8 0.7 -1.1 0.0
Financial situation satisfaction 1.0 1.3 4.6 -1.5 -0.7 -1.1 -0.7 -2.1 0.1 0.2
Tinnitus: Yes, now most or all of the time 1.3 1.5 4.9 1.4 -1.1 -0.2 1.4 2.2 0.3 0.7
Commuting to job workplace: Public transport 0.8 0.9 2.5 0.4 -1.3 -0.7 0.9 0.2 1.6 0.6
Eye problems/disorders: Glaucoma 0.6 0.7 1.8 -0.7 -0.3 0.7 1.4 1.0 -0.1 1.0
Medication: Blood pressure 0.9 1.7 3.5 0.5 -1.2 -0.9 1.6 1.6 -1.1 1.9
Pain type(s) experienced in last month: Hip pain 0.2 0.2 1.3 0.2 -0.1 0.5 1.1 -0.2 0.2 0.1
Supplements: Fish oil (including cod liver oil) 0.6 0.8 2.0 -1.0 1.2 -0.1 -0.5 0.9 1.4 0.0
High cholesterol (Self-reported) 0.2 0.4 1.1 0.2 0.2 -0.2 -1.1 1.0 -0.1 0.6
Medication: Bendroflumethiazide 0.3 0.5 1.0 0.9 -0.0 -1.0 0.3 0.9 0.2 0.7
Medication: Paracetamol 0.1 0.1 0.3 0.6 0.2 0.6 0.2 0.2 -0.1 0.1
Medication: Lisinopril 0.9 1.2 6.3 -0.7 0.5 -0.6 -0.6 -0.3 -2.5 -0.8
Medication: Atorvastatin 0.5 0.7 2.6 0.2 1.2 -0.2 -0.2 1.6 -0.5 0.6
Illnesses of father: High blood pressure 0.2 0.2 0.8 0.3 -0.3 0.8 -0.1 -0.4 0.9 0.0
Alcohol drinker status: Never 0.9 1.1 2.5 0.5 1.6 -0.3 -1.4 1.4 -0.2 -1.0
Ever smoked 0.2 0.3 1.1 -0.8 -0.1 -1.0 0.4 -0.6 -0.1 -0.0
Basal metabolic rate 0.3 1.5 3.0 -0.9 1.4 1.3 -0.7 1.1 -1.1 -1.7
Leg fat percentage (left) 0.6 2.0 4.5 -2.1 0.9 -0.2 -1.9 0.1 -1.0 -2.0
Arm fat-free mass (left) 0.2 1.2 3.0 -0.4 1.1 1.6 0.5 1.7 -0.8 -0.9
Number of operations (self-reported) 0.2 0.3 0.6 -0.4 -0.5 -0.7 -0.5 0.4 0.7 -0.2
Average weekly beer plus cider intake 1.1 1.6 5.8 -0.6 -0.4 -0.5 1.9 0.7 0.7 2.4
Irritability 1.0 1.7 6.3 0.3 -0.7 1.2 0.6 -2.5 1.7 0.7
Risk taking 0.7 1.1 3.2 -0.9 -1.2 -0.5 -1.8 -0.6 0.5 -1.1
Ever had prostate specific antigen (PSA) test 1.2 1.4 3.8 -1.0 -0.1 -0.7 -1.9 -0.6 -0.5 -1.9
Fractured/broken bones in last 5 years 0.7 0.9 2.1 -1.4 -0.2 1.1 -1.3 0.3 0.1 -1.0
Age started oral contraceptive pill 0.6 0.7 1.9 1.4 -0.3 0.1 0.7 1.1 -1.0 0.4
Diastolic blood pressure, automated reading 0.5 1.5 8.7 -0.6 0.8 0.4 3.0 -0.6 -0.5 0.3
Ever depressed for a whole week 0.6 0.7 4.0 0.2 -0.5 -2.0 0.2 -0.3 0.3 -0.5
Unable to work because of sickness or disability 0.7 0.9 3.4 -0.5 0.5 0.4 0.2 -1.8 -1.4 -0.3
Commuting to job workplace: Cycle 0.7 0.9 2.3 -1.5 -0.6 0.3 0.5 -0.2 1.4 0.9
Myopia 2.1 3.0 9.4 1.5 -3.1 0.0 -0.1 -1.3 1.9 2.0
Vascular/heart problems diagnosed by doctor 0.3 0.8 1.3 -0.5 1.1 -0.0 -1.2 0.6 1.1 -1.0
Cholesterol lowering medication 0.9 1.3 3.4 1.0 -0.9 -0.8 1.0 1.3 0.4 1.9
Medication: Omeprazole (e.g. Zanprol) 1.0 1.3 4.2 -0.0 -0.7 -1.3 -1.4 -2.1 -0.7 -0.4
Pain experienced in last month 0.8 1.4 4.2 1.3 0.2 -1.3 -0.9 0.9 2.1 0.4
Supplements: Calcium 1.5 1.6 4.6 1.8 -0.7 -0.6 0.7 0.4 2.1 1.3
Basal cell carcinoma (self-reported) 0.8 1.0 3.5 0.3 0.7 -0.7 -0.3 0.6 -1.2 -1.9
Heart attack/myocardial infarction (self-reported) 0.7 1.0 2.9 1.7 -0.8 -0.4 0.2 0.7 0.6 1.5
Deep venous thrombosis (DVT) (self-reported) 0.9 1.1 4.8 0.1 0.1 0.7 0.8 0.8 1.1 2.2
Heart disease (siblings) 0.1 0.2 0.6 0.4 -0.3 -0.4 0.3 0.8 0.3 0.1
Alcohol drinker status: Previous 0.3 0.4 1.8 -0.1 -1.4 0.7 -0.4 -0.0 0.1 0.2
Pack years of smoking 0.9 1.3 5.1 1.4 -2.3 -0.6 -0.0 0.7 0.7 0.9
Impedance of whole body 0.3 1.7 3.7 0.8 -1.6 -0.6 0.3 -1.9 1.2 1.8
Leg fat mass (left) 0.5 2.0 4.2 -2.0 1.1 0.3 -1.9 0.3 -1.0 -2.0
Arm predicted mass (left) 0.2 1.2 4.5 -0.5 0.9 1.3 0.5 2.1 -0.6 -0.8