Hub : Genes

RAD18

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 Artery Aorta 0.2440 0.0750 1.9e-03 0.038 NA 0.010 NA 0.045 3.7e-03 NA 9.2e-02 NA 1.6e-03
2 GTEx Artery Tibial 0.1317 0.0424 3.6e-04 0.108 NA 0.069 NA 0.094 9.0e-09 NA 4.1e-06 NA 8.7e-08
3 GTEx Cells Transformed fibroblasts 0.2360 0.0580 6.2e-05 0.119 NA 0.085 NA 0.105 3.1e-09 NA 6.2e-07 NA 2.7e-08
4 METSIM Adipose 0.0735 0.0278 2.0e-03 0.001 0.014 0.007 0.014 0.004 2.4e-01 2.9e-03 2.4e-02 3.3e-03 8.3e-02
5 ROSMAP Brain Pre-frontal Cortex 0.0845 0.0233 4.4e-07 0.037 0.057 0.055 0.058 0.053 1.3e-05 7.0e-08 1.2e-07 5.9e-08 2.1e-07
6 TCGA Pancreatic Adenocarcinoma 0.2070 0.0950 6.8e-03 0.000 0.018 -0.002 NA 0.001 3.1e-01 5.9e-02 3.9e-01 NA 3.0e-01
7 TCGA Thyroid Carcinoma 0.1060 0.0400 8.5e-06 0.075 0.063 0.065 NA 0.072 9.1e-08 9.8e-07 5.9e-07 NA 1.7e-07

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6 7
Bipolar Disorder (2018) 0.5 0.8 1.7 1.2 1.2 0.5 1.3 -0.6 -0.1 0.6
Bipolar Disorder or Schizophrenia 0.4 1.0 2.6 1.4 0.3 0.5 1.6 -1.2 -0.2 0.9
Depressed Affect (Nagel 2018) 0.7 1.5 2.9 1.6 0.9 1.0 1.4 -0.2 1.7 1.1
Depression (Nagel 2018) 1.1 1.7 3.1 1.8 0.9 1.5 1.1 0.0 1.4 1.5
Intelligence (Savage-Jansen 2018) 0.7 2.3 6.5 -1.6 0.9 -1.5 -0.5 -2.5 -1.0 -1.6
Neuroticism (Nagel 2018) 0.3 0.8 1.7 1.3 0.8 0.8 1.2 -0.1 1.0 0.6
Schizophrenia (2018) 0.2 0.5 1.1 0.8 -0.5 0.3 0.9 -1.0 -0.1 0.7
Schizophrenia vs Biploar Disorder 1.4 1.9 6.7 -0.8 -2.6 -0.2 -2.0 1.4 0.0 -0.1
Worry (Nagel 2018) 0.2 0.4 1.0 1.0 0.6 0.5 0.7 0.1 0.5 0.3
Alzheimer’s Disease (in mother) 0.3 0.4 1.4 0.5 0.7 0.3 1.2 0.1 -0.4 0.4
Alzheimer’s Disease (in father) 0.3 0.4 1.3 0.5 0.8 0.0 1.1 -0.7 0.2 0.1
Alzheimer’s Disease (including proxy) 0.6 0.9 3.6 0.6 1.3 0.1 1.9 -0.9 0.0 0.3
Crohns Disease (2017) 0.4 0.9 4.4 0.3 -1.2 0.1 0.1 2.1 0.2 0.4
Irritable Bowel Disease (IBD) 0.2 0.4 1.3 0.5 -0.1 0.1 0.7 1.1 0.6 0.5
Ulcerative Colitis (UC) 0.2 0.4 0.8 0.7 0.8 0.3 0.9 -0.0 0.7 0.6
Major Depression (MDD) 0.3 0.4 1.8 0.5 0.4 0.5 1.3 0.1 -0.5 0.5
Reaction Time 1.1 2.1 3.4 -1.8 -1.9 -1.3 -1.2 0.5 -1.5 -1.5
Verbal and Numeric Reasoning (VNR) 1.9 4.6 8.4 -2.9 0.2 -2.4 -1.0 -2.6 -2.1 -2.5
Breast Cancer 0.4 0.9 1.7 0.9 1.0 1.1 1.3 0.6 0.7 0.9
Ovarian Cancer 1.6 2.1 4.0 -1.9 0.6 -1.7 0.2 -1.6 -1.2 -2.0
Prostate Cancer 1.2 1.7 2.9 -0.9 0.9 -1.7 0.5 -1.7 -1.3 -1.6
Age at First Birth 0.7 1.0 3.0 -1.4 -1.7 -0.7 -0.6 0.1 -0.9 -0.8
Bipolar Disorder (2011) 1.5 1.4 5.0 -1.0 -1.0 -1.2 0.6 0.3 -2.2 -1.1
Body Mass Index (BMI) (2010) 0.8 1.0 3.1 1.0 1.8 0.5 1.0 -0.6 1.0 0.7
Coronary Artery Disease (CAD) 0.6 0.7 2.8 0.6 1.0 0.4 1.7 -0.8 0.4 0.4
Crohns Disease (2012) 1.0 1.7 5.9 1.1 -0.5 1.0 -0.2 2.4 1.4 1.2
Mean Putamen Volume 0.5 0.5 2.1 0.5 -0.3 0.4 0.8 0.6 1.4 0.4
Fasting Glucose 0.8 1.0 4.2 0.9 0.8 0.8 0.1 -0.1 2.1 0.8
HbA1C 2.7 3.0 7.7 -2.0 -1.0 -2.1 -0.4 -0.3 -2.8 -1.9
HDL Cholesterol 0.1 0.2 0.3 0.2 0.6 -0.2 0.3 -0.4 0.6 -0.2
LDL Cholesterol 0.4 0.6 1.1 -0.9 0.2 -1.0 -0.3 -0.8 -0.4 -1.0
Lupus 0.6 0.9 2.2 0.9 0.2 1.1 1.1 0.4 1.5 1.0
Neuroticism (2016) 0.9 1.2 4.2 -0.2 -2.1 0.3 -1.4 1.2 -0.8 0.1
Primary Biliary Cirrhosis 1.2 1.8 3.4 -1.6 -0.4 -1.8 0.2 -0.8 -1.6 -1.8
Rheumatoid Arthritis 0.9 1.3 2.7 1.5 0.2 1.5 -0.4 0.7 1.0 1.6
Schizophrenia (2014) 0.2 0.4 0.8 0.8 -0.9 0.5 0.8 -0.2 0.0 0.8
Triglycerides 0.3 0.5 1.2 -0.3 0.8 -0.9 -0.0 -1.1 -0.1 -0.7
Type 2 Diabetes (T2D) (2012) 0.8 0.9 1.9 -1.4 -1.2 -1.3 -0.7 0.5 -0.2 -0.9
Ulcerative Colitis 0.4 0.6 1.4 0.7 0.5 0.9 -0.0 0.4 1.2 1.0
Blood Eosinophil Count 0.2 1.3 3.8 0.3 1.8 0.3 1.3 -2.0 -0.5 0.1
Blood Platelet Count 0.1 0.8 2.0 0.7 -1.1 0.7 0.5 1.4 0.6 0.7
Blood Red Count 0.9 8.5 14.4 3.5 -0.8 3.8 0.3 3.0 2.9 3.8
Blood White Count 0.3 2.1 4.0 0.4 -1.1 1.4 -1.9 2.0 1.5 1.3
Heel T-Score 0.1 0.7 2.4 -0.8 0.8 -0.5 -0.2 -1.6 -0.7 -0.6
BMI 0.6 3.7 9.2 1.2 3.0 1.3 1.0 -3.0 1.1 1.4
Height 2.1 40.3 63.0 -7.9 -6.5 -6.8 -5.9 1.4 -6.8 -6.8
Waist Hip Ratio (WHR) 0.1 0.4 1.3 -0.4 0.8 -0.1 1.1 -0.6 0.7 -0.2
Systolic Blood Pressure 0.1 0.5 1.1 0.9 0.9 0.4 0.2 -1.1 -0.3 0.4
Smoking Status 0.1 0.3 0.7 0.1 0.3 0.0 -0.8 -0.9 -0.7 0.0
Allergy or Eczema 0.8 2.0 3.6 -1.9 0.2 -1.7 -0.9 -1.3 -1.4 -1.8
Cardiovascular Disease 0.1 0.2 0.6 0.2 -0.2 0.8 -0.6 0.3 0.2 0.5
Hypothyroidism (self reported) 0.2 0.5 1.1 -0.8 -1.1 -0.5 0.4 0.7 -0.5 -0.5
Respiratory disease 1.4 3.0 6.4 1.3 2.3 1.2 2.5 -1.5 1.6 1.1
Type 2 Diabetes (T2D) (2018) 1.8 3.3 6.2 -2.3 0.8 -1.8 1.9 -2.5 -0.6 -2.0
Lung FEV1/FVC ratio 0.0 0.2 0.5 0.7 0.5 0.0 0.2 -0.6 -0.4 0.2
Lung FVC 3.8 19.5 31.1 4.6 -1.6 5.4 -2.1 5.3 4.5 5.6
Neuroticism 0.2 0.5 1.1 1.1 -0.1 0.8 0.3 0.8 0.6 0.7
Chronotype (morning person) 0.6 1.3 4.0 -0.8 1.2 -1.1 0.5 -2.0 -0.3 -1.2
Hair Pigment 0.0 0.5 2.3 -0.5 -0.3 0.7 -0.8 1.5 0.2 -0.2
Tanning 0.1 1.4 2.4 0.9 -1.5 1.4 -0.4 1.5 0.3 1.5
Hand grip strength (left) 1.0 2.7 8.8 -1.7 -1.8 -1.1 -3.0 0.9 -1.0 -0.9
Number of treatments/medications taken 0.4 0.7 1.4 0.7 1.0 0.9 0.6 -1.2 -0.1 0.8
Average weekly spirits intake 0.4 0.5 1.3 -0.9 -0.2 -1.1 -0.6 0.4 -0.0 -1.0
Sensitivity / hurt feelings 0.3 0.5 0.9 0.9 0.2 0.7 0.3 0.7 1.0 0.6
Frequency of depressed mood in last 2 weeks 1.5 2.2 4.8 1.6 0.7 1.8 0.3 0.9 2.2 1.8
Hearing difficulty/problems: Yes 0.2 0.4 1.1 -1.0 -0.7 -0.4 -0.4 0.8 0.2 -0.4
Relative age of first facial hair 0.4 0.8 2.2 -0.7 0.4 -0.9 -0.3 -1.0 -1.5 -1.0
Other serious medical condition/disability diagnosed by doctor 0.2 0.2 0.9 0.0 0.4 -0.1 0.6 -0.9 -0.5 0.0
Ever used hormone-replacement therapy (HRT) 0.1 0.2 0.8 -0.3 0.3 0.3 -0.3 -0.9 -0.3 0.0
Ever had hysterectomy (womb removed) 1.4 1.5 3.7 -1.0 -1.0 -1.2 -1.9 -0.0 -1.4 -1.4
Systolic blood pressure, automated reading 0.4 1.2 3.2 0.2 1.7 -0.3 1.3 -1.8 -0.2 -0.3
Eye problems/disorders: Diabetes related eye disease 1.3 1.4 3.1 -1.8 -1.0 -1.6 0.1 -0.3 -0.6 -1.7
Angina 1.1 1.4 2.5 1.3 1.6 1.2 0.4 -1.3 1.2 1.0
Medication for hormone replacement therapy 0.5 0.6 3.2 -0.2 -0.7 0.2 -0.3 0.4 -1.8 0.2
Vitamin and mineral supplements 0.2 0.2 0.6 0.0 -0.4 0.2 -0.4 0.6 0.8 0.3
Supplements: Zinc 2.3 2.5 6.3 -1.6 -2.5 -1.1 -0.8 1.2 -1.8 -1.3
Medication: Co-codamol 1.7 1.9 4.0 1.8 0.6 1.8 0.7 0.8 1.1 2.0
Medication: Metformin 1.0 1.4 4.2 -0.6 1.6 -1.0 0.8 -2.0 -0.3 -1.0
Diabetes (father) 0.1 0.1 0.2 -0.4 0.3 -0.2 -0.0 -0.4 -0.0 -0.2
Diabetes (mother) 1.2 1.5 2.9 1.7 1.3 1.3 1.0 -0.1 1.1 1.4
Severe depression (siblings) 0.2 0.2 0.9 -0.4 -0.5 -0.1 -0.2 0.9 0.3 -0.2
Pack years adult smoking proportion 0.4 0.7 2.7 -0.2 -1.0 0.0 -1.0 1.6 -0.1 -0.0
Impedance of leg (right) 0.2 1.0 4.5 0.6 -0.2 0.0 2.1 1.4 0.2 0.1
Leg fat-free mass (left) 0.5 2.7 12.5 -1.7 -1.2 -0.7 -3.5 -0.7 -1.0 -0.6
Trunk fat percentage 1.0 3.9 7.4 1.9 2.7 1.4 2.1 -2.4 1.3 1.5
Hand grip strength (right) 0.7 1.9 5.6 -1.3 -1.9 -0.8 -2.4 0.5 -1.2 -0.7
Townsend deprivation index at recruitment 0.2 0.3 1.0 -0.8 -0.5 -0.2 -1.0 0.3 0.1 -0.4
Current tobacco smoking 0.7 1.1 2.6 -0.2 -1.6 0.3 -1.5 1.6 -0.7 0.3
Average weekly fortified wine intake 0.3 0.4 0.9 -0.5 -0.9 -0.4 0.7 0.8 -0.4 -0.4
Maternal smoking around birth 0.2 0.4 1.5 0.2 0.8 -0.1 0.5 -1.2 0.2 -0.0
Fed-up feelings 1.6 2.8 5.1 1.8 -0.6 1.9 -0.3 2.3 2.0 1.9
Frequency of unenthusiasm / disinterest in last 2 weeks 0.4 0.5 1.2 0.8 1.0 0.4 0.4 -0.3 1.1 0.5
Relative age voice broke 0.4 0.6 1.5 1.0 1.2 0.4 1.0 -0.5 0.1 0.4
Taking other prescription medications 0.1 0.2 0.3 -0.1 0.5 0.4 0.3 -0.6 0.4 0.3
Age when periods started (menarche) 0.7 1.8 3.6 -1.8 -1.9 -1.2 -0.2 0.7 -1.3 -1.3
Bilateral oophorectomy (both ovaries removed) 5.7 6.6 8.9 -2.7 -3.0 -2.3 -2.8 1.4 -3.0 -2.3
Heel bone mineral density (BMD) T-score, automated (left) 0.2 0.5 1.1 0.6 -0.5 0.9 -0.4 0.9 -0.4 1.0
Tinnitus: Yes, but not now, but have in the past 0.4 0.4 1.6 -0.2 -0.8 -0.2 -0.6 1.3 -0.4 -0.3
Qualifications: CSEs or equivalent 0.9 1.1 1.7 1.1 -0.6 1.3 -0.6 1.1 1.2 1.3
Serious illness, injury or assault to yourself 0.5 0.6 1.5 -0.3 1.0 -0.8 0.8 -1.2 0.1 -0.6
High blood pressure 0.1 0.2 1.1 -0.6 -0.5 0.1 -1.1 -0.0 0.0 -0.0
Hayfever, allergic rhinitis or eczema 0.4 1.0 1.8 -1.4 -0.2 -1.3 -0.8 -0.4 -1.0 -1.2
Multivitamins +/- minerals 0.2 0.3 0.8 -0.4 -0.1 -0.9 0.2 0.1 -0.6 -0.9
Stomach or abdominal pain in last month 2.1 2.7 4.6 2.1 1.4 2.0 0.6 0.2 2.0 1.8
Supplements: Glucosamine 1.9 2.5 5.5 1.2 -0.8 2.0 -0.6 2.3 1.4 2.0
Diverticular disease/diverticulitis (self-reported) 1.7 2.1 5.1 1.5 1.9 1.1 2.3 -0.7 1.1 0.9
Medication: Atenolol 0.3 0.3 1.0 -0.2 -1.0 0.3 -0.1 1.0 -0.4 0.3
Medication: Levothyroxine sodium 0.2 0.3 0.9 -0.2 -0.9 0.2 -0.3 0.9 0.4 0.2
Sitting height 0.8 5.3 15.7 -2.5 -2.6 -1.5 -4.0 1.3 -1.3 -1.7
Chronic bronchitis/emphysema (father) 0.8 1.0 1.8 0.6 -0.9 1.3 -0.9 1.1 -0.4 1.3
High blood pressure (mother) 0.7 1.0 4.0 1.1 0.6 0.7 2.0 -0.5 -0.1 0.7
Body mass index (BMI) 1.0 4.3 8.9 2.0 3.0 2.0 1.0 -2.3 1.7 2.1
Impedance of leg (left) 0.4 1.7 9.4 1.1 0.5 0.2 3.1 0.8 0.5 0.3
Leg predicted mass (left) 0.5 2.9 12.7 -1.8 -1.3 -0.8 -3.6 -0.7 -1.1 -0.7
Trunk fat mass 0.5 2.0 4.6 1.2 1.9 1.1 0.7 -2.1 0.8 1.2
Waist circumference 0.3 1.2 4.5 0.0 1.9 0.2 0.6 -2.1 0.3 0.2
Number of incorrect matches in round 0.3 0.6 1.8 0.3 1.3 0.5 -0.6 0.1 1.2 0.3
Past tobacco smoking 0.7 1.2 2.7 -1.2 -1.6 -1.0 -0.1 1.6 0.1 -1.0
Alcohol usually taken with meals 0.8 1.3 3.4 -1.0 -1.8 -0.5 -1.3 1.5 -0.5 -0.5
Nervous feelings 0.2 0.3 1.2 -0.0 -0.8 -0.4 0.2 0.2 -1.1 -0.6
Frequency of tenseness / restlessness in last 2 weeks 0.1 0.1 0.5 0.3 0.3 0.2 0.3 0.3 0.7 0.3
Hearing difficulty/problems with background noise 0.2 0.3 0.9 -0.6 0.4 -0.5 0.5 -0.9 -0.0 -0.4
Hair/balding pattern: Pattern 2 0.6 0.8 2.0 -0.1 -1.2 0.1 -1.1 1.4 -0.8 0.2
Had menopause 2.2 2.7 7.5 0.1 2.7 -1.1 2.1 -2.3 0.2 -1.0
Had other major operations 0.9 1.1 2.0 1.3 -0.1 1.4 -1.0 0.8 0.7 1.4
Forced vital capacity (FVC) 1.0 3.8 9.9 -0.5 -2.9 0.6 -3.1 2.7 -0.0 0.8
Heel bone mineral density (BMD) T-score, automated (right) 0.3 0.8 1.9 1.2 0.7 1.2 0.3 0.1 0.1 1.4
Ever unenthusiastic/disinterested for a whole week 1.1 1.4 4.6 1.0 -0.9 1.2 -0.7 2.1 0.1 1.1
Qualifications: None of the above 0.3 0.6 1.1 1.0 0.7 1.0 0.2 0.8 0.3 1.0
Financial difficulties in last 2 years 0.7 1.0 3.3 0.4 1.1 0.8 0.8 -0.5 1.8 0.7
Mouth/teeth dental problems 0.3 0.4 1.1 -0.8 -0.3 -0.8 -1.0 -0.3 0.4 -0.6
Heart attack 0.1 0.2 0.9 0.1 0.3 0.2 0.2 -1.0 0.3 0.2
Allergy 0.2 0.5 1.8 0.5 -0.9 0.5 -0.0 1.3 0.5 0.4
Pain all over the body in last month 0.4 0.4 0.9 -0.7 0.3 -0.5 -1.0 -0.6 0.6 -0.4
Diabetes (self-reported) 0.9 1.4 3.2 -1.8 0.2 -1.4 0.4 -1.3 -0.2 -1.6
Hayfever/allergic rhinitis (self-reported) 1.0 1.3 3.2 -0.1 1.3 -0.5 1.3 -1.8 -1.5 -0.4
Medication: Ramipril 0.9 1.2 4.7 0.7 -0.6 1.1 -2.2 0.1 -0.9 1.0
Medication: Simvastatin 0.8 1.2 3.7 -0.2 1.4 -0.6 1.3 -1.9 0.1 -0.7
Fluid intelligence score 0.5 1.1 3.9 -0.9 1.0 -0.6 -0.8 -2.0 -0.8 -0.7
Illnesses of siblings 1.9 2.7 5.5 -2.4 -1.4 -1.6 -1.5 -0.1 -1.6 -2.0
Neuroticism score 0.6 1.2 1.9 1.4 -0.5 1.2 -0.4 1.4 1.1 1.2
Weight 0.1 0.7 2.8 -0.6 0.3 -0.0 -1.7 -1.2 -0.3 0.0
Impedance of arm (right) 0.7 3.3 5.9 -1.6 -0.8 -2.4 2.0 -0.2 -2.0 -2.4
Arm fat percentage (right) 1.0 4.0 8.8 1.5 3.0 1.2 2.1 -3.0 0.7 1.2
Trunk fat-free mass 1.1 6.1 22.9 -2.6 -2.4 -1.4 -4.8 0.3 -1.8 -1.3
Hip circumference 0.1 0.6 2.7 0.1 1.1 0.3 -0.1 -1.6 0.1 0.4
Time employed in main current job 0.2 0.2 0.9 0.3 0.1 0.4 0.9 -0.0 -0.3 0.4
Alcohol intake versus 10 years previously 3.1 4.6 10.2 2.8 1.2 3.2 1.2 0.4 1.3 3.1
Father’s age at death 1.1 1.5 5.2 -0.5 -2.0 0.3 -0.7 2.3 -0.6 0.0
Worrier / anxious feelings 0.6 1.1 2.0 1.4 -0.1 1.2 -0.3 1.2 1.2 1.1
Frequency of tiredness / lethargy in last 2 weeks 0.3 0.5 2.7 0.2 0.6 0.1 -0.0 -0.2 1.6 0.3
Falls in the last year 0.7 1.0 3.8 0.8 1.2 0.5 1.9 -0.3 0.9 0.4
Hair/balding pattern: Pattern 3 0.2 0.4 0.8 0.2 0.6 -0.1 0.9 -0.8 -0.8 -0.3
Number of live births 0.4 0.6 1.7 -0.2 1.2 -0.4 0.5 -1.3 0.3 -0.3
Forced expiratory volume in 1-second (FEV1) 0.6 2.0 4.9 -0.1 -2.2 0.6 -1.9 2.1 0.4 0.8
Pulse rate 2.2 3.7 13.5 0.0 -2.8 0.7 -1.8 3.7 0.6 0.9
Happiness 1.8 2.1 4.8 2.2 0.3 1.9 1.2 0.6 0.9 1.9
Noisy workplace 0.5 0.6 1.3 -1.0 -0.3 -1.2 0.7 0.1 0.1 -1.0
Qualifications: A levels/AS levels or equivalent 0.2 0.5 1.0 -0.6 0.4 -0.6 1.0 -0.7 -0.1 -0.9
Serious illness, injury or assault of a close relative in last 2 years 0.6 0.7 1.3 -1.0 -0.8 -0.7 -0.4 1.1 -0.6 -0.8
Mouth/teeth dental problems: Dentures 0.8 1.4 4.7 0.5 -0.9 1.1 -0.9 2.2 0.9 1.0
Asthma 1.1 2.2 5.6 0.5 2.4 0.6 2.1 -1.9 0.8 0.4
Medication: Ibuprofen (e.g. Nurofen) 0.0 0.0 0.1 0.1 -0.2 -0.1 0.4 0.1 -0.2 -0.1
Medication: Cholesterol lowering 0.8 1.3 4.8 0.3 1.5 0.4 1.2 -2.2 -0.2 0.3
Depression (self-reported) 1.3 1.5 4.5 0.5 -0.9 0.8 -0.0 2.1 1.9 0.8
Medication: Lansoprazole 0.6 0.7 1.5 -0.4 0.6 -0.8 0.3 -1.2 -1.2 -0.8
Prospective memory result 1.6 2.0 4.6 1.4 0.4 2.0 -0.4 0.9 1.4 2.1
Lung cancer (father) 0.4 0.5 2.0 0.2 -0.3 0.2 -1.4 0.4 -1.0 0.1
Illnesses of mother 2.0 2.5 7.1 -1.4 -2.7 -0.8 -2.0 1.5 -0.5 -0.9
Forced expiratory volume in 1-second (FEV1), Best measure 0.6 1.9 3.4 0.6 -1.5 1.2 -1.8 1.9 0.9 1.4
Pulse wave Arterial Stiffness index 0.2 0.3 0.6 -0.6 -0.6 -0.2 -0.7 0.8 0.0 -0.3
Impedance of arm (left) 0.4 2.0 5.7 -0.9 -0.5 -1.7 2.4 -0.1 -1.1 -1.7
Arm fat mass (right) 0.7 3.0 7.8 1.3 2.6 1.2 0.9 -2.8 0.8 1.2
Trunk predicted mass 1.1 6.1 22.4 -2.7 -2.4 -1.4 -4.7 0.3 -1.9 -1.3
Standing height 2.1 21.3 32.5 -5.5 -5.6 -4.1 -5.7 2.1 -4.1 -4.1
Length of working week for main job 3.1 3.4 6.8 -1.7 0.6 -2.4 1.8 -1.5 -1.6 -2.6
Exposure to tobacco smoke at home 0.6 0.7 1.4 -1.2 -0.4 -1.1 -0.8 0.1 -0.5 -1.0
Breastfed as a baby 0.1 0.1 0.5 -0.4 -0.3 0.0 -0.7 0.2 0.4 0.0
Tense / ‘highly strung’ 0.3 0.5 0.9 0.9 0.5 0.7 0.9 -0.1 0.7 0.6
Seen doctor (GP) for nerves, anxiety, tension or depression 1.4 2.2 6.1 2.5 1.2 1.6 1.2 -0.1 1.3 1.5
Hair/balding pattern: Pattern 4 0.1 0.2 0.9 0.4 -0.0 0.3 -0.1 0.7 0.9 0.3
Birth weight of first child 1.5 2.7 8.4 -1.3 -2.9 -1.0 -1.4 0.7 -2.1 -0.9
Peak expiratory flow (PEF) 0.1 0.2 0.5 0.3 0.4 0.5 0.2 -0.2 0.7 0.5
Pulse wave reflection index 0.5 0.6 1.1 -0.6 0.4 -1.0 0.3 -0.8 -1.0 -1.0
Ever highly irritable/argumentative for 2 days 1.8 2.2 3.7 1.9 0.2 1.7 0.9 1.0 1.8 1.8
Loud music exposure frequency 0.3 0.4 1.5 -0.2 -0.7 0.2 0.3 1.2 0.6 0.2
Qualifications: O levels/GCSEs or equivalent 0.2 0.3 1.1 0.1 -0.5 0.4 0.3 0.4 -1.1 0.2
Mouth/teeth dental problems: Bleeding gums 0.5 0.6 2.4 -0.3 -0.8 -0.5 0.4 0.6 -1.5 -0.5
Blood clot in the leg (DVT) 0.3 0.4 1.1 0.5 1.1 0.3 0.3 -1.1 -0.5 0.3
Medication: Paracetamol 0.5 0.8 3.1 -0.4 -1.8 -0.1 -0.7 1.3 -0.4 -0.1
Headache pain in last month 0.5 0.8 2.3 -0.6 -1.2 -0.9 -0.3 0.4 -1.5 -0.8
Medication for cholesterol, blood pressure or diabetes 0.9 1.5 5.7 -0.5 -1.8 -0.4 -0.7 2.4 0.6 -0.4
Glaucoma (self-reported) 0.7 0.9 1.7 -1.3 -0.0 -1.0 -0.7 -0.7 -1.1 -1.2
Gout (self-reported) 0.9 1.3 2.4 -1.6 -1.5 -0.8 -1.3 0.4 -1.0 -0.9
Hypothyroidism/myxoedema (self-reported) 0.2 0.4 0.8 0.4 -0.6 0.8 0.2 0.9 0.6 0.7
Medication: Amlodipine 1.5 2.1 4.1 -2.0 -1.1 -1.7 -1.7 0.3 -1.3 -1.5
Medication: Ventolin 100micrograms inhaler 0.2 0.3 0.4 -0.6 0.4 -0.6 0.6 -0.3 -0.5 -0.6
Birth weight 1.4 3.0 7.8 -0.9 -2.5 -0.7 -2.8 2.2 -0.7 -0.6
Chronic bronchitis/emphysema (mother) 2.1 2.5 9.2 0.1 2.6 -0.1 0.6 -3.0 0.9 -0.1
High blood pressure (siblings) 1.0 1.4 2.5 1.4 1.6 1.1 0.9 -0.4 1.4 1.3
Forced vital capacity (FVC), Best measure 0.8 3.0 6.8 0.4 -1.9 1.1 -2.6 2.5 1.0 1.3
Body fat percentage 1.3 5.0 9.3 2.3 3.0 1.9 2.3 -2.5 1.3 1.9
Leg fat percentage (right) 1.4 5.1 8.7 2.5 3.0 2.4 1.8 -1.9 1.5 2.4
Arm fat-free mass (right) 0.5 2.3 13.6 -1.1 -1.0 -0.1 -3.7 -0.3 -0.5 -0.1
Exposure to tobacco smoke outside home 1.2 1.7 3.4 -1.8 -1.2 -1.7 -0.9 0.1 -0.4 -1.7
Comparative body size at age 10 0.3 1.0 2.2 0.4 -1.4 0.8 -1.5 1.1 -0.1 0.7
Number of full brothers 0.3 0.3 1.0 -0.3 -0.2 -0.7 0.7 0.2 -1.0 -0.5
Worry too long after embarrassment 0.4 0.6 3.1 -0.1 -0.9 0.3 -1.8 0.6 -0.0 0.1
Seen a psychiatrist for nerves, anxiety, tension or depression 0.9 1.2 3.4 1.1 -0.3 0.5 1.0 1.4 1.8 0.5
Wheeze or whistling in the chest in last year 0.2 0.3 1.5 -0.3 0.8 -0.3 0.3 -1.2 -0.2 -0.2
Number of children fathered 3.6 4.0 8.1 2.8 1.3 2.4 0.7 -0.2 2.3 2.6
Reason for reducing amount of alcohol drunk: Health precaution 0.6 0.7 1.1 -0.7 0.4 -0.8 -0.7 -1.1 -0.9 -0.9
Age at first live birth 0.5 0.8 2.8 1.0 -0.1 0.7 1.7 -0.8 -0.7 0.6
Pulse wave peak to peak time 0.1 0.1 0.4 0.4 0.3 0.1 0.3 -0.7 -0.4 0.2
Health satisfaction 0.7 0.9 1.7 1.3 0.0 1.2 0.8 0.4 0.8 1.3
Shortness of breath walking on level ground 1.8 2.1 3.3 1.8 1.2 1.5 1.7 -0.4 1.7 1.3
Qualifications: College or University degree 0.5 1.6 3.3 -0.8 0.7 -1.5 1.0 -1.8 -0.8 -1.6
Eye problems/disorders: None of the above 0.6 0.7 3.7 0.6 0.4 -0.0 1.9 -0.3 -0.4 0.2
Mouth/teeth dental problems: Loose teeth 2.3 2.7 5.3 -2.0 -0.5 -1.9 -0.1 -1.4 -2.3 -2.0
Emphysema/chronic bronchitis 1.1 1.2 2.3 1.1 -0.4 1.4 -0.5 0.9 1.2 1.5
Medication for pain relief, constipation, heartburn 0.1 0.2 0.5 0.4 0.5 0.5 -0.3 0.2 0.7 0.4
Neck or shoulder pain in last month 0.2 0.3 1.9 -0.0 0.6 -0.2 1.4 -0.1 0.3 -0.1
Medication: Blood pressure 0.4 0.7 2.6 -0.0 1.2 0.1 -0.9 -1.6 -0.2 0.0
Angina (self-reported) 1.0 1.3 2.0 1.2 1.4 1.2 0.4 -1.3 1.1 1.1
Migraine (self-reported) 1.3 1.6 5.6 0.7 -1.9 0.7 0.4 2.4 0.2 0.9
Medication: Ibuprofen 0.1 0.1 0.2 -0.0 -0.4 -0.0 -0.2 0.4 0.2 -0.1
Medication: Allopurinol 0.9 1.2 3.4 -1.5 -1.2 -0.7 -1.8 0.5 -0.3 -0.8
Medication: Omeprazole 2.5 3.0 4.4 2.1 1.6 1.8 1.5 -1.0 1.9 1.9
Medication: Seretide 50 evohaler 1.9 2.1 5.8 0.2 1.9 -0.3 2.3 -2.4 -0.5 -0.4
Mean time to correctly identify matches 0.8 1.6 2.8 -1.5 -0.8 -1.5 -0.5 -0.5 -1.6 -1.7
Heart disease (mother) 4.7 5.8 10.2 3.2 2.5 2.7 1.7 -0.7 2.6 2.6
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.4 0.5 1.7 0.5 0.9 0.5 1.3 0.0 0.2 0.5
Whole body fat mass 0.5 2.2 4.7 1.3 2.1 1.3 0.7 -2.2 0.7 1.4
Leg fat mass (right) 0.6 2.2 4.0 1.4 2.0 1.6 0.4 -1.8 0.9 1.7
Arm predicted mass (right) 0.3 1.8 10.8 -0.8 -0.8 0.1 -3.3 -0.4 -0.5 0.1
Pulse rate, automated reading 0.2 0.6 1.9 -0.5 -1.0 -0.1 -0.9 1.4 0.6 0.1
Alcohol intake frequency. 1.3 3.0 5.4 1.9 0.7 2.2 1.0 1.2 2.3 2.1
Comparative height size at age 10 1.3 7.2 11.8 -3.3 -3.1 -2.6 -3.4 1.1 -2.0 -2.6
Number of full sisters 2.8 3.4 5.9 2.4 1.9 1.9 1.6 -0.7 1.8 2.1
Suffer from ‘nerves’ 0.3 0.5 1.9 0.7 1.4 0.2 0.6 -1.0 -0.1 0.0
Overall health rating 0.1 0.2 0.4 0.3 0.3 0.5 0.3 -0.3 0.5 0.6
Chest pain or discomfort 0.8 1.2 3.2 1.0 1.8 0.5 0.6 -1.6 0.8 0.5
Had major operations 0.5 0.5 0.8 0.9 0.8 0.8 0.1 0.4 0.9 0.9
Age at last live birth 0.6 0.8 1.9 0.9 0.8 1.0 1.4 -0.9 0.4 0.8
Family relationship satisfaction 1.0 1.3 2.4 1.2 -0.3 1.2 0.6 1.5 1.1 1.3
Leg pain on walking 0.7 0.9 2.4 0.6 -0.8 0.8 -0.5 1.6 0.9 0.9
Qualifications: NVQ or HND or HNC or equivalent 1.4 1.7 5.1 -0.1 1.8 -0.3 1.6 -2.3 0.9 -0.3
Commuting to job workplace: Car/motor vehicle 1.6 1.9 3.5 1.9 1.2 1.6 0.8 -0.1 1.2 1.8
Illness, injury, bereavement, stress in last 2 years 0.2 0.2 0.7 -0.1 -0.2 0.2 -0.8 -0.5 -0.8 0.2
Medication: Aspirin 2.9 3.8 10.2 -1.9 0.8 -2.1 0.1 -3.2 -2.0 -2.0
Supplements: Vitamin C 0.3 0.4 1.1 -0.4 -1.0 0.2 -0.8 0.4 -0.7 0.1
Knee pain experienced in last month 1.4 2.2 5.6 1.4 2.4 1.3 0.9 -0.7 1.8 1.3
Hypertension (Self-reported) 0.1 0.4 1.2 -0.7 -0.7 0.0 -1.1 0.1 -0.5 -0.2
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 0.1 0.2 0.5 0.3 -0.0 -0.2 0.5 -0.7 -0.5 -0.2
Illnesses of father: Heart disease 0.6 0.9 2.0 1.4 0.5 1.0 0.2 0.4 1.2 1.2
Illnesses of siblings: Diabetes 2.7 3.4 7.8 2.8 0.9 2.4 1.4 0.2 0.9 2.6
Smoking status: Previous 0.7 1.1 3.7 0.4 1.8 -0.1 0.6 -1.9 0.4 0.0
Forced expiratory volume in 1-second (FEV1), predicted 1.7 3.5 5.4 -2.3 -1.6 -2.3 -1.7 0.1 -1.8 -2.3
Whole body fat-free mass 0.8 4.3 18.2 -2.1 -1.9 -1.0 -4.3 -0.1 -1.3 -0.9
Leg fat-free mass (right) 0.5 2.9 11.9 -1.8 -1.2 -0.9 -3.5 -0.8 -1.1 -0.9
Arm fat percentage (left) 1.1 4.5 9.5 1.8 3.1 1.4 2.2 -3.0 1.0 1.4
Average weekly red wine intake 0.7 1.0 3.0 -0.6 -1.7 -0.4 -1.4 1.0 0.9 -0.4
Handedness (chirality/laterality): Left-handed 0.6 0.7 2.1 -0.4 1.0 -0.7 0.1 -1.4 -0.8 -0.6
Mood swings 1.0 1.8 3.5 1.9 0.7 1.4 1.3 0.6 1.8 1.3
Loneliness, isolation 0.1 0.1 0.4 -0.2 0.3 -0.0 0.5 -0.6 0.5 -0.0
Long-standing illness, disability or infirmity 0.3 0.5 1.3 -1.1 -0.5 -0.6 -1.0 -0.4 -0.2 -0.7
Ever had bowel cancer screening 0.2 0.2 0.7 0.2 0.5 0.0 0.9 -0.6 -0.1 -0.1
Diabetes diagnosed by doctor 0.6 1.0 2.3 -1.3 0.5 -1.0 0.5 -1.5 -0.0 -1.1
Ever had stillbirth, spontaneous miscarriage or termination 0.1 0.1 0.6 -0.0 -0.1 0.2 -0.8 -0.5 -0.2 0.2
Friendships satisfaction 0.5 0.6 2.9 0.6 0.8 0.5 0.1 0.1 1.7 0.6
Qualifications: nursing, teaching 1.1 1.7 4.3 0.9 -1.8 1.3 -0.9 2.1 0.1 1.2
Commuting to job workplace: Walk 0.7 0.7 1.8 -0.9 -1.4 -0.5 -1.0 1.0 0.0 -0.7
Eye problems/disorders: Cataract 1.8 2.1 4.3 1.3 0.3 1.6 -1.6 1.0 2.1 1.5
Mouth/teeth dental problems: Mouth ulcers 0.3 0.4 2.5 0.2 0.3 -0.1 1.6 -0.4 -0.5 -0.2
Medication for cholesterol 0.3 0.5 1.3 1.1 0.5 0.5 0.8 -0.2 1.0 0.5
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.9 1.0 1.8 -1.1 -1.4 -1.0 0.3 1.3 -0.7 -1.0
Back pain experienced in last month 0.5 0.8 1.4 -0.7 0.7 -1.2 0.9 -0.9 -0.0 -1.1
Mineral and other dietary supplements 0.1 0.1 0.3 -0.3 0.4 -0.5 -0.1 -0.1 -0.3 -0.5
Breast cancer (self-reported) 1.0 1.2 3.5 -0.5 -1.9 0.2 -1.3 1.7 -0.0 0.1
Asthma (self-reported) 1.3 2.6 6.6 0.5 2.6 0.6 2.3 -2.2 0.9 0.4
Osteoporosis (self-reported) 1.0 1.3 3.9 -1.0 0.9 -1.1 0.1 -2.0 -1.0 -1.0
Osteoarthritis (self-reported) 1.4 1.8 3.0 1.6 1.4 1.6 0.9 0.2 1.4 1.7
Medication: Aspirin 2.5 3.2 10.2 -1.3 1.5 -1.7 0.6 -3.2 -1.4 -1.7
Medication: Gliclazide 0.7 0.8 1.8 -0.9 0.7 -1.3 -0.2 -0.9 -0.4 -1.3
Illnesses of father: None of the above (group 1) 1.3 1.6 3.0 -1.4 -0.9 -1.5 -0.2 0.3 -1.7 -1.7
Smoking status: Current 0.4 0.6 1.4 0.1 -1.1 0.5 -0.9 1.2 -0.8 0.5
Forced expiratory volume in 1-second (FEV1), predicted percentage 1.1 2.4 5.3 0.7 -1.4 1.7 -1.8 2.3 0.7 1.6
Whole body water mass 0.8 4.4 18.6 -2.1 -1.9 -1.0 -4.3 -0.1 -1.4 -0.9
Leg predicted mass (right) 0.5 2.8 11.6 -1.8 -1.2 -0.9 -3.4 -0.8 -1.2 -0.8
Arm fat mass (left) 0.6 2.4 6.0 1.2 2.3 1.2 0.7 -2.5 0.8 1.2
Number of self-reported non-cancer illnesses 0.5 0.9 2.8 0.3 1.3 0.5 0.8 -1.7 0.6 0.3
Average weekly champagne plus white wine intake 0.5 0.7 1.7 0.7 -1.0 0.8 -0.6 1.3 0.3 0.8
Miserableness 0.4 0.8 3.5 0.9 0.7 0.5 -0.0 -0.1 1.9 0.5
Guilty feelings 0.2 0.4 0.8 0.9 -0.5 0.8 -0.1 0.3 0.5 0.7
Wears glasses or contact lenses 4.9 5.7 11.0 2.2 -1.1 2.9 -0.8 3.3 2.6 2.6
Ever taken oral contraceptive pill 0.2 0.2 0.9 -0.0 -0.9 0.6 0.1 0.2 -0.1 0.6
Hearing aid user 0.1 0.1 0.1 -0.2 0.2 -0.3 -0.3 -0.2 -0.2 -0.3
Mother’s age at death 0.3 0.3 0.8 -0.2 -0.5 -0.5 -0.9 0.7 -0.6 -0.2
Financial situation satisfaction 0.3 0.3 1.6 0.3 0.6 -0.1 -0.5 -0.1 1.3 -0.1
Tinnitus: Yes, now most or all of the time 0.1 0.1 0.4 -0.3 0.1 -0.5 -0.4 0.3 0.6 -0.3
Commuting to job workplace: Public transport 0.3 0.4 1.6 -0.6 -0.3 -0.4 -0.4 -1.3 -0.6 -0.5
Eye problems/disorders: Glaucoma 1.0 1.2 2.2 -1.4 0.3 -1.1 -1.5 -0.8 -0.9 -1.2
Medication: Blood pressure 0.5 0.9 2.0 -1.4 -0.4 -1.0 -0.8 -0.3 -1.1 -1.1
Pain type(s) experienced in last month: Hip pain 1.9 2.4 4.6 1.9 -0.1 2.1 0.1 1.9 0.7 2.1
Supplements: Fish oil (including cod liver oil) 0.1 0.2 0.4 -0.5 -0.1 -0.5 -0.0 0.1 0.6 -0.6
High cholesterol (Self-reported) 0.1 0.1 0.6 -0.2 0.4 0.0 0.3 -0.1 0.8 -0.1
Medication: Bendroflumethiazide 0.6 0.9 3.2 -1.0 -0.8 -0.4 -1.8 1.1 -0.2 -0.5
Medication: Paracetamol 0.2 0.3 1.0 0.3 -0.5 0.5 -0.1 1.0 0.5 0.5
Medication: Lisinopril 0.4 0.5 2.0 -0.2 1.4 -0.5 -0.2 -0.9 -0.0 -0.4
Medication: Atorvastatin 0.0 0.0 0.1 -0.1 0.1 0.3 -0.1 0.0 0.0 0.3
Illnesses of father: High blood pressure 0.3 0.4 1.0 0.7 0.2 0.8 -0.0 0.2 1.0 0.8
Alcohol drinker status: Never 1.1 1.4 2.3 -1.3 -1.5 -1.2 -0.7 1.2 0.5 -1.3
Ever smoked 0.2 0.4 0.7 0.7 0.8 0.5 -0.4 -0.8 -0.7 0.5
Basal metabolic rate 0.5 2.8 13.4 -1.7 -1.3 -0.6 -3.7 -0.4 -1.0 -0.6
Leg fat percentage (left) 1.9 6.8 11.9 2.8 3.5 2.5 2.5 -2.4 1.7 2.6
Arm fat-free mass (left) 0.4 2.3 12.5 -1.2 -1.1 -0.2 -3.5 -0.2 -0.8 -0.2
Number of operations (self-reported) 0.3 0.5 1.5 0.0 -0.5 0.3 -1.2 1.2 -0.1 0.2
Average weekly beer plus cider intake 0.2 0.2 0.9 0.1 -0.3 0.3 -0.9 0.6 0.2 0.3
Irritability 0.6 1.0 2.2 -1.2 -0.4 -1.4 0.7 0.3 -0.7 -1.5
Risk taking 2.1 3.1 7.6 -1.7 -0.0 -2.2 0.8 -1.2 -2.8 -2.1
Ever had prostate specific antigen (PSA) test 0.0 0.1 0.2 0.3 0.1 0.0 0.2 0.1 -0.5 -0.1
Fractured/broken bones in last 5 years 0.9 1.2 3.7 -0.2 1.5 -0.5 1.4 -1.9 -0.0 -0.5
Age started oral contraceptive pill 0.2 0.3 0.7 -0.5 -0.6 -0.4 -0.9 0.4 -0.2 -0.3
Diastolic blood pressure, automated reading 0.2 0.5 1.1 0.4 1.0 0.2 0.9 -0.4 1.0 0.3
Ever depressed for a whole week 1.5 1.8 3.8 2.0 0.3 1.8 0.6 1.4 0.6 1.7
Unable to work because of sickness or disability 1.0 1.3 4.4 -0.3 -1.6 0.5 -1.2 2.1 0.3 0.5
Commuting to job workplace: Cycle 0.2 0.3 0.6 -0.2 0.5 -0.4 0.8 -0.6 0.5 -0.6
Myopia 1.6 2.3 6.0 1.5 2.4 0.6 1.8 -1.1 1.7 0.6
Vascular/heart problems diagnosed by doctor 0.1 0.4 1.9 0.6 0.4 -0.0 1.4 0.1 0.3 0.1
Cholesterol lowering medication 0.4 0.6 1.2 -1.1 -0.6 -0.9 -0.8 0.5 -0.3 -0.9
Medication: Omeprazole (e.g. Zanprol) 2.0 2.4 4.4 2.1 1.1 2.0 1.0 -0.6 1.4 2.0
Pain experienced in last month 0.7 1.3 2.2 -1.3 -1.5 -0.7 -1.5 0.6 -1.1 -0.9
Supplements: Calcium 0.1 0.1 0.3 -0.2 -0.6 -0.2 0.4 -0.4 0.2 -0.1
Basal cell carcinoma (self-reported) 0.5 0.5 2.0 0.2 -1.0 0.2 -0.3 1.4 0.8 0.2
Heart attack/myocardial infarction (self-reported) 0.2 0.3 0.9 0.5 0.4 0.5 0.2 -1.0 0.5 0.4
Deep venous thrombosis (DVT) (self-reported) 0.3 0.4 1.1 0.7 1.1 0.5 0.5 -0.7 -0.3 0.5
Heart disease (siblings) 0.7 0.8 3.1 1.8 0.6 0.8 0.3 0.3 0.2 1.1
Alcohol drinker status: Previous 2.7 3.1 4.7 2.0 2.1 1.8 1.6 -0.4 2.2 1.7
Pack years of smoking 0.3 0.5 1.8 -0.0 -0.8 0.1 -0.9 1.4 -0.1 0.1
Impedance of whole body 0.3 1.5 9.1 0.1 0.1 -0.8 3.0 0.4 -0.3 -0.8
Leg fat mass (left) 0.7 2.9 5.6 1.6 2.4 1.7 0.7 -2.2 1.0 1.7
Arm predicted mass (left) 0.5 2.4 12.6 -1.4 -1.2 -0.3 -3.5 -0.1 -0.8 -0.2