Hub : Genes

ISOC1

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 Adrenal Gland 0.2694 0.1140 8.5e-03 0.021 NA 0.050 NA 0.047 6.0e-02 NA 6.9e-03 NA 8.7e-03
2 GTEx Heart Atrial Appendage 0.1430 0.0570 1.5e-03 0.013 NA 0.027 NA 0.029 8.1e-02 NA 2.2e-02 NA 1.8e-02
3 GTEx Lung 0.0691 0.0320 7.1e-03 0.039 NA 0.011 NA 0.008 5.5e-04 NA 4.2e-02 NA 7.7e-02
4 GTEx Skin Sun Exposed Lower leg 0.0730 0.0360 5.6e-03 0.012 NA -0.003 NA 0.001 3.3e-02 NA 6.3e-01 NA 2.4e-01
5 GTEx Testis 0.2780 0.0620 8.8e-11 0.212 NA 0.232 NA 0.247 8.4e-10 NA 1.2e-10 NA 2.6e-11
6 ROSMAP Brain Pre-frontal Cortex 0.0506 0.0252 1.0e-02 0.000 0.011 0.008 0.014 0.000 2.8e-01 1.3e-02 2.6e-02 5.4e-03 2.9e-01
7 YFS Blood 0.2439 0.0329 0.0e+00 0.219 0.274 0.288 0.242 0.282 5.4e-70 7.7e-90 2.4e-95 4.3e-78 4.9e-93

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6 7
Bipolar Disorder (2018) 0.3 0.5 1.3 -0.4 -0.5 -0.3 -0.9 -0.6 -1.1 0.6
Bipolar Disorder or Schizophrenia 0.3 0.6 1.1 0.5 -1.1 -0.5 -1.0 -0.5 -1.0 0.8
Depressed Affect (Nagel 2018) 0.3 0.7 2.7 -1.0 -0.5 0.6 -0.6 -0.2 -1.6 -0.3
Depression (Nagel 2018) 0.7 1.0 5.7 -0.4 0.1 2.4 0.9 0.4 0.4 0.1
Intelligence (Savage-Jansen 2018) 0.3 0.9 1.6 1.3 -0.9 -0.9 -0.8 -1.0 0.4 1.0
Neuroticism (Nagel 2018) 0.2 0.5 2.3 -0.1 -0.0 1.5 0.1 0.1 -1.0 0.2
Schizophrenia (2018) 0.2 0.4 0.9 1.0 -1.0 -0.1 -0.6 -0.1 -0.4 0.5
Schizophrenia vs Biploar Disorder 1.1 1.5 3.8 -0.2 1.7 1.9 1.0 0.9 -0.9 -1.0
Worry (Nagel 2018) 0.6 1.2 3.4 -0.6 0.2 1.7 0.3 -0.5 -1.2 1.8
Alzheimer’s Disease (in mother) 0.3 0.3 0.9 -0.6 -0.5 -0.2 -0.9 0.3 0.2 -0.7
Alzheimer’s Disease (in father) 1.6 1.7 4.3 -0.8 -0.5 -0.9 1.2 -1.1 -1.9 2.1
Alzheimer’s Disease (including proxy) 0.4 0.5 1.3 -1.2 -0.6 -0.5 0.2 -0.4 -1.1 0.6
Crohns Disease (2017) 0.2 0.4 1.1 0.2 0.5 0.0 -0.1 -0.6 -1.1 1.0
Irritable Bowel Disease (IBD) 0.4 0.9 2.4 -0.6 1.4 0.8 0.3 0.9 -1.6 0.0
Ulcerative Colitis (UC) 1.7 3.3 5.9 -1.7 2.3 1.8 1.2 2.4 -1.8 -1.1
Major Depression (MDD) 0.6 0.7 2.0 -0.8 1.1 -0.2 1.4 0.1 1.0 -0.4
Reaction Time 0.3 0.6 2.2 1.1 -0.6 0.7 -0.3 -0.2 1.5 0.1
Verbal and Numeric Reasoning (VNR) 0.9 2.2 4.6 2.1 -1.2 -1.4 -0.9 -1.9 -0.2 1.8
Breast Cancer 1.0 2.4 6.8 0.5 -2.6 -2.5 -1.7 -0.5 -0.4 0.2
Ovarian Cancer 0.4 0.5 1.4 -1.2 -0.8 0.1 1.2 -0.1 0.2 -0.6
Prostate Cancer 0.2 0.3 1.0 0.0 -0.3 0.2 -0.6 -0.3 -1.0 0.6
Age at First Birth 0.3 0.4 1.6 0.7 -0.2 -0.2 -0.5 0.9 -0.0 -1.3
Bipolar Disorder (2011) 0.3 0.3 0.7 0.4 -0.1 0.5 -0.9 0.1 -0.2 -0.7
Body Mass Index (BMI) (2010) 0.6 0.9 2.3 1.5 0.5 -1.0 -1.4 -0.7 -0.4 -0.0
Coronary Artery Disease (CAD) 0.5 0.5 1.4 -0.3 -0.7 -0.8 -1.2 0.2 -1.1 0.3
Crohns Disease (2012) 0.3 0.5 1.7 0.2 0.2 0.6 0.0 -0.9 0.9 1.3
Mean Putamen Volume 0.5 0.6 1.8 0.6 0.3 0.6 -0.7 -0.7 1.3 0.6
Fasting Glucose 0.7 0.8 2.7 -1.6 1.0 -1.0 -0.1 0.4 1.0 -0.1
HbA1C 0.5 0.5 1.8 -0.7 0.3 -0.8 0.2 -0.7 1.4 -0.1
HDL Cholesterol 2.2 3.7 5.1 -2.0 1.3 2.2 2.3 2.1 1.6 -1.8
LDL Cholesterol 0.1 0.2 0.6 0.7 0.3 -0.0 0.0 -0.8 0.1 0.4
Lupus 0.5 0.7 1.7 -0.5 0.9 -0.7 -1.2 0.2 -1.3 0.1
Neuroticism (2016) 0.2 0.3 0.7 -0.8 -0.8 0.5 0.2 -0.1 -0.3 0.4
Primary Biliary Cirrhosis 0.9 1.4 2.9 0.6 1.5 0.6 -0.6 0.8 -1.7 -1.6
Rheumatoid Arthritis 2.7 3.7 7.1 0.4 1.1 2.7 2.5 2.4 0.7 -2.1
Schizophrenia (2014) 0.4 0.9 1.9 0.4 -1.4 -0.8 -0.9 -1.1 -0.2 1.3
Triglycerides 0.6 1.0 1.5 0.1 -1.2 -1.1 -1.1 -1.2 -1.2 0.6
Type 2 Diabetes (T2D) (2012) 1.0 1.1 2.5 -1.6 0.2 0.8 -0.4 1.4 -0.9 -1.4
Ulcerative Colitis 2.3 3.3 6.8 -1.2 2.6 1.7 -0.1 2.1 -2.6 -1.0
Blood Eosinophil Count 0.2 1.3 6.4 -1.4 0.2 -0.2 -0.7 -0.4 -2.5 0.3
Blood Platelet Count 0.4 4.3 14.9 0.8 -0.0 -0.6 0.9 -2.6 2.7 3.9
Blood Red Count 0.2 2.1 8.6 0.3 0.8 -1.8 1.0 -0.9 2.9 0.5
Blood White Count 0.5 3.3 6.2 0.9 -2.0 -2.2 -0.9 -2.5 2.0 1.5
Heel T-Score 1.0 8.1 20.4 -0.0 -2.9 -3.0 -2.2 -3.4 4.5 1.4
BMI 0.2 1.1 6.9 0.1 -0.1 -0.3 -0.0 -0.8 2.6 -0.2
Height 0.1 1.1 2.8 -1.7 -1.6 -1.4 0.1 0.4 -0.7 -0.0
Waist Hip Ratio (WHR) 0.6 2.5 8.6 1.3 -1.0 0.3 -0.5 -1.7 1.8 2.9
Systolic Blood Pressure 0.6 3.1 7.9 -1.3 -2.8 -2.8 -0.1 -0.4 -1.9 -0.6
Smoking Status 0.2 0.4 1.6 1.3 0.7 0.5 0.3 0.5 -0.3 -0.7
Allergy or Eczema 0.5 1.3 7.2 -2.7 1.1 -0.2 0.7 -0.1 0.1 0.3
Cardiovascular Disease 1.3 4.5 13.4 -0.3 -2.6 -3.7 -1.6 -2.0 -1.8 1.3
Hypothyroidism (self reported) 0.4 0.9 2.7 -1.2 -0.9 -0.8 -1.7 0.0 -0.3 -0.6
Respiratory disease 0.4 0.9 5.2 -2.3 0.7 -0.2 0.5 0.3 -0.5 0.3
Type 2 Diabetes (T2D) (2018) 0.3 0.6 2.9 -0.2 0.2 0.1 0.5 -0.8 -0.2 1.7
Lung FEV1/FVC ratio 1.1 5.6 15.5 -0.3 3.1 1.3 2.1 2.8 -0.3 -3.9
Lung FVC 0.4 2.2 4.7 1.1 2.1 2.0 0.7 0.2 -2.2 0.8
Neuroticism 0.4 0.9 2.4 -0.5 -0.5 0.7 -0.3 -1.3 -1.2 1.6
Chronotype (morning person) 1.2 2.8 11.4 0.7 0.0 0.9 2.4 0.9 3.4 -0.4
Hair Pigment 0.1 3.7 6.6 1.1 -1.4 -2.0 -2.6 -2.5 1.1 2.0
Tanning 0.1 0.9 2.4 0.6 -0.8 -1.5 -0.5 -0.8 1.2 0.8
Hand grip strength (left) 1.0 2.6 6.1 -0.4 1.3 2.3 2.5 1.4 1.6 0.1
Number of treatments/medications taken 0.9 1.7 4.7 -1.9 -0.3 -1.5 0.1 -0.5 -2.2 0.8
Average weekly spirits intake 0.8 1.0 2.4 -1.0 0.4 -1.4 0.6 -0.8 -0.2 1.5
Sensitivity / hurt feelings 0.9 1.5 4.6 -0.1 1.2 2.1 0.7 1.3 -0.7 -1.3
Frequency of depressed mood in last 2 weeks 0.9 1.3 7.0 -0.4 0.6 2.7 0.9 0.7 -0.4 0.3
Hearing difficulty/problems: Yes 0.6 0.9 2.0 -0.1 -1.4 -1.2 -1.4 -0.5 -0.7 -0.8
Relative age of first facial hair 0.3 0.6 1.9 -1.4 -0.4 -1.2 -0.1 -0.3 0.6 -0.5
Other serious medical condition/disability diagnosed by doctor 0.5 0.6 2.1 -1.4 -0.5 -0.8 -0.5 -0.3 -0.5 0.9
Ever used hormone-replacement therapy (HRT) 0.6 0.8 1.6 -1.3 -0.5 -1.0 -0.6 -0.4 1.2 -0.7
Ever had hysterectomy (womb removed) 0.9 1.0 3.0 -1.7 -1.0 -1.1 -0.4 -0.4 -1.1 0.7
Systolic blood pressure, automated reading 0.4 1.2 4.1 -1.1 -2.0 -1.6 0.2 -0.1 0.9 -0.4
Eye problems/disorders: Diabetes related eye disease 0.2 0.3 0.8 0.3 0.2 -0.2 0.9 0.3 -0.9 -0.0
Angina 1.3 1.8 3.1 -1.7 -1.8 -1.8 -1.0 -1.2 0.1 0.9
Medication for hormone replacement therapy 0.3 0.3 1.4 -0.2 -0.1 0.1 0.6 -0.6 1.2 0.3
Vitamin and mineral supplements 1.0 1.4 3.8 1.6 -2.0 -1.1 -0.9 -0.9 0.6 -0.3
Supplements: Zinc 0.3 0.4 0.7 0.5 -0.4 0.4 -0.8 0.6 -0.6 -0.7
Medication: Co-codamol 0.0 0.1 0.3 -0.0 0.1 -0.1 -0.2 -0.1 -0.2 0.5
Medication: Metformin 0.4 0.6 1.1 -1.0 0.7 0.4 1.0 0.0 -0.6 0.9
Diabetes (father) 1.5 1.9 5.7 -0.1 -0.6 -2.4 -2.0 -1.2 -0.6 1.0
Diabetes (mother) 2.1 2.7 6.8 -1.1 -1.5 -2.6 -1.3 -1.9 0.4 1.7
Severe depression (siblings) 1.8 2.0 3.7 -1.5 1.6 1.1 1.1 1.6 -0.6 -1.9
Pack years adult smoking proportion 0.5 0.8 2.1 -0.1 1.2 0.9 1.0 -0.3 0.2 1.4
Impedance of leg (right) 0.5 2.4 6.5 0.6 -2.5 -1.2 -1.7 -0.2 -2.3 0.8
Leg fat-free mass (left) 0.2 1.0 5.3 0.2 0.4 -0.4 0.1 -1.0 2.3 0.3
Trunk fat percentage 2.0 7.9 15.0 0.6 -3.1 -3.3 -2.6 -3.9 2.2 2.7
Hand grip strength (right) 0.4 1.1 2.4 0.8 1.3 1.5 0.9 0.6 1.3 0.5
Townsend deprivation index at recruitment 2.7 3.9 8.2 0.2 -2.2 -2.9 -2.5 -2.2 1.2 1.2
Current tobacco smoking 0.8 1.3 3.4 -0.1 1.4 1.8 1.2 1.1 -0.4 -1.0
Average weekly fortified wine intake 0.3 0.3 0.9 -0.0 -0.1 0.2 0.6 0.9 -0.9 -0.5
Maternal smoking around birth 0.6 0.8 3.0 0.7 -1.7 -0.7 -0.8 -1.0 0.2 0.2
Fed-up feelings 0.7 1.3 3.9 -1.1 -0.4 0.3 -0.6 -1.3 -1.3 2.0
Frequency of unenthusiasm / disinterest in last 2 weeks 0.5 0.7 2.3 -1.5 -1.0 0.2 0.4 -0.3 0.8 0.7
Relative age voice broke 0.6 0.9 2.8 -1.4 0.5 0.2 0.1 1.0 -0.3 -1.7
Taking other prescription medications 1.4 2.1 4.0 -1.2 -1.3 -1.9 -1.0 -1.7 -0.5 2.0
Age when periods started (menarche) 0.5 1.1 2.4 1.2 0.6 1.1 0.4 1.2 -0.8 -1.6
Bilateral oophorectomy (both ovaries removed) 0.9 1.0 2.7 -1.4 -0.2 -0.4 0.6 0.8 -1.7 -1.1
Heel bone mineral density (BMD) T-score, automated (left) 0.8 1.9 3.9 -0.7 -1.3 -1.8 0.3 -1.6 2.0 0.8
Tinnitus: Yes, but not now, but have in the past 1.2 1.3 3.1 1.8 -0.0 -0.9 -1.1 -1.5 0.3 1.2
Qualifications: CSEs or equivalent 1.0 1.3 5.9 -0.3 0.8 0.7 1.1 0.7 2.4 -0.4
Serious illness, injury or assault to yourself 0.4 0.5 2.1 0.9 -0.1 -0.0 -0.7 -0.6 -1.4 0.2
High blood pressure 1.5 4.3 15.8 -1.3 -2.5 -4.0 -1.0 -1.8 -0.0 1.5
Hayfever, allergic rhinitis or eczema 0.6 1.4 2.7 -1.5 1.2 1.3 1.6 0.0 0.2 1.0
Multivitamins +/- minerals 0.7 0.8 1.9 -1.0 1.4 0.7 0.9 0.2 -1.1 0.7
Stomach or abdominal pain in last month 1.1 1.4 3.8 0.6 -0.8 -0.7 -0.9 -1.8 0.4 2.0
Supplements: Glucosamine 0.5 0.6 1.5 -0.5 1.2 0.0 0.8 0.7 -1.0 -0.8
Diverticular disease/diverticulitis (self-reported) 0.4 0.5 2.1 -1.5 -0.3 -0.4 0.4 -0.7 -0.3 0.7
Medication: Atenolol 2.3 2.8 6.2 -0.5 -2.1 -2.5 -0.5 -1.8 0.4 2.3
Medication: Levothyroxine sodium 0.4 0.7 2.6 -0.9 -0.3 0.2 0.5 0.6 1.6 -0.7
Sitting height 0.1 0.9 2.6 -0.2 -1.6 -0.9 -0.6 -1.1 -1.1 0.4
Chronic bronchitis/emphysema (father) 1.8 2.1 3.4 1.8 -1.4 -1.4 -1.5 -1.4 1.8 -0.3
High blood pressure (mother) 1.1 1.5 3.6 -0.1 -1.7 -1.9 -1.2 -0.4 -1.4 -0.7
Body mass index (BMI) 0.8 3.4 7.9 0.4 -1.1 -2.1 -1.8 -2.5 2.8 0.7
Impedance of leg (left) 0.5 2.2 6.9 -0.1 -2.4 -0.9 -1.2 0.0 -2.6 0.9
Leg predicted mass (left) 0.2 0.9 5.2 0.1 0.3 -0.5 0.0 -1.0 2.3 0.2
Trunk fat mass 1.5 6.2 11.4 0.2 -2.6 -3.1 -2.2 -3.4 2.5 2.2
Waist circumference 0.6 2.0 5.4 0.3 -0.9 -1.3 -1.1 -1.9 2.3 1.2
Number of incorrect matches in round 1.1 1.9 4.6 -2.1 1.6 1.2 0.6 1.4 1.1 -1.0
Past tobacco smoking 0.9 1.7 4.5 -1.2 2.1 1.6 0.9 1.3 -0.8 0.0
Alcohol usually taken with meals 0.1 0.2 0.5 0.4 -0.4 0.1 0.1 0.1 -0.7 0.5
Nervous feelings 0.8 1.5 4.7 -0.1 0.0 1.1 0.3 -0.6 -2.0 2.2
Frequency of tenseness / restlessness in last 2 weeks 0.6 0.9 2.2 -1.3 0.8 0.8 0.4 0.9 -1.5 -0.2
Hearing difficulty/problems with background noise 0.4 0.6 1.8 -0.1 -1.0 -1.0 -1.3 -0.2 -0.0 -0.8
Hair/balding pattern: Pattern 2 0.8 1.0 2.0 0.8 0.2 1.4 0.6 1.4 -1.2 -0.8
Had menopause 1.8 2.3 5.9 -1.6 1.8 0.2 1.1 1.6 0.4 -2.4
Had other major operations 1.9 2.3 8.5 -1.0 1.5 1.8 2.9 1.1 0.2 -0.3
Forced vital capacity (FVC) 0.2 0.7 1.9 1.4 0.4 0.8 0.3 -0.5 -0.5 1.3
Heel bone mineral density (BMD) T-score, automated (right) 0.8 1.9 6.8 -0.9 -1.1 -1.2 1.0 -1.3 2.6 0.5
Ever unenthusiastic/disinterested for a whole week 0.3 0.4 0.8 -0.3 -0.9 0.8 0.0 0.6 0.7 -0.7
Qualifications: None of the above 1.2 2.5 6.8 -2.6 -2.0 -1.9 -1.0 -0.4 1.2 -0.8
Financial difficulties in last 2 years 0.3 0.4 1.4 0.7 -0.3 1.2 0.7 -0.5 0.6 0.2
Mouth/teeth dental problems 0.3 0.5 1.9 0.2 -0.4 0.7 0.8 -0.6 0.1 1.4
Heart attack 0.8 1.0 1.8 -1.2 -1.3 -0.9 -1.2 -0.2 -1.2 0.2
Allergy 1.1 2.5 6.9 2.6 -2.1 -1.5 -1.8 -1.1 0.2 -0.1
Pain all over the body in last month 2.4 2.5 8.7 -0.1 0.8 2.9 1.7 1.9 0.1 -1.3
Diabetes (self-reported) 0.7 1.1 3.8 -0.5 -0.5 -0.9 -0.1 -1.5 -0.8 2.0
Hayfever/allergic rhinitis (self-reported) 0.6 0.7 3.4 -1.8 1.2 -0.0 0.5 0.2 0.4 0.2
Medication: Ramipril 3.4 4.4 11.2 1.5 -3.3 -2.0 -2.5 -2.2 -1.0 1.2
Medication: Simvastatin 0.6 0.9 2.4 -1.2 -0.6 -0.2 0.1 -0.9 -1.2 1.6
Fluid intelligence score 0.5 1.0 3.2 1.8 -1.2 -0.6 0.2 -1.0 0.5 0.9
Illnesses of siblings 1.6 2.3 5.3 0.2 2.0 2.3 1.7 1.6 -0.4 -1.2
Neuroticism score 0.7 1.5 4.4 -1.3 0.7 1.7 0.7 0.3 -2.1 0.4
Weight 0.5 2.3 5.2 0.1 -1.2 -1.9 -1.1 -2.0 2.3 0.7
Impedance of arm (right) 0.7 3.2 9.2 2.1 -2.5 0.6 0.3 -1.3 -0.2 3.0
Arm fat percentage (right) 1.8 6.9 13.8 0.7 -2.7 -2.4 -2.3 -3.7 3.1 2.6
Trunk fat-free mass 0.1 0.7 1.6 -1.1 0.3 -0.6 0.1 0.4 1.3 -1.1
Hip circumference 0.2 0.9 2.5 -0.1 -0.6 -1.6 -1.3 -1.0 0.5 -0.4
Time employed in main current job 1.8 2.1 4.2 2.0 -1.8 -0.9 -1.4 -1.2 1.5 1.1
Alcohol intake versus 10 years previously 0.2 0.2 1.2 0.3 -0.0 0.1 0.5 0.5 0.1 -1.1
Father’s age at death 0.4 0.5 1.5 1.2 -1.2 0.2 0.4 -0.2 0.4 0.0
Worrier / anxious feelings 0.6 1.2 2.8 -1.6 0.3 0.7 -0.6 -0.4 -1.7 1.4
Frequency of tiredness / lethargy in last 2 weeks 0.2 0.3 0.6 -0.8 0.6 0.8 -0.2 0.0 -0.6 -0.1
Falls in the last year 0.8 1.0 1.8 1.3 -0.8 -1.1 -1.3 -1.1 -0.0 0.7
Hair/balding pattern: Pattern 3 0.8 1.2 4.7 -2.2 0.2 -0.8 -0.5 -0.7 -1.2 0.8
Number of live births 0.1 0.2 0.7 0.4 -0.2 -0.0 0.8 0.1 0.5 -0.5
Forced expiratory volume in 1-second (FEV1) 0.3 1.1 2.7 1.2 1.2 1.6 1.3 0.7 -0.4 -0.0
Pulse rate 0.7 1.1 2.4 -0.9 1.4 -0.8 -0.5 -1.1 -0.9 1.6
Happiness 0.5 0.6 2.4 -1.5 0.5 0.9 0.4 0.2 -0.4 0.4
Noisy workplace 1.4 1.7 5.2 0.0 -1.5 -1.6 -2.3 -0.5 0.9 -1.0
Qualifications: A levels/AS levels or equivalent 0.3 0.7 2.0 0.2 -1.2 0.1 -0.7 -0.8 -0.3 1.4
Serious illness, injury or assault of a close relative in last 2 years 2.0 2.3 8.5 0.2 1.6 2.9 0.5 1.2 -1.2 -1.2
Mouth/teeth dental problems: Dentures 0.9 1.6 4.4 -1.8 0.2 -1.0 -0.0 1.4 -0.6 -2.1
Asthma 0.6 1.1 3.7 -1.9 0.3 0.5 0.6 0.4 -1.8 0.2
Medication: Ibuprofen (e.g. Nurofen) 0.3 0.4 1.1 0.4 0.8 -0.1 -0.8 -0.1 -1.1 -0.5
Medication: Cholesterol lowering 1.1 1.7 3.4 -1.0 -0.9 -1.5 -0.8 -1.5 -1.2 1.9
Depression (self-reported) 0.4 0.5 1.7 -0.0 -1.3 -0.2 0.7 -0.9 0.2 0.5
Medication: Lansoprazole 0.5 0.6 1.7 -0.0 -1.3 -0.5 0.2 -0.9 -0.6 1.0
Prospective memory result 0.3 0.3 1.2 0.5 -1.1 0.4 -0.7 -0.2 -0.3 -0.1
Lung cancer (father) 1.1 1.3 2.1 -1.2 1.4 0.6 1.2 0.9 1.1 -1.4
Illnesses of mother 1.3 1.6 5.2 0.3 1.4 1.9 0.7 -0.3 0.1 2.3
Forced expiratory volume in 1-second (FEV1), Best measure 0.2 0.7 2.1 1.5 0.5 1.2 0.6 -0.2 -0.5 0.6
Pulse wave Arterial Stiffness index 1.0 1.2 3.7 -1.9 1.5 0.3 -0.4 0.7 -1.0 -0.8
Impedance of arm (left) 0.9 3.9 12.6 2.0 -2.8 -0.1 -0.1 -1.8 -0.1 3.5
Arm fat mass (right) 1.3 5.3 9.9 0.4 -2.1 -2.5 -2.2 -3.1 2.9 1.7
Trunk predicted mass 0.1 0.7 1.9 -1.1 0.3 -0.5 0.1 0.4 1.4 -1.1
Standing height 0.1 0.5 1.3 -0.7 -0.8 -0.0 1.2 0.7 -0.9 0.2
Length of working week for main job 0.2 0.2 0.4 0.3 -0.7 -0.6 0.0 0.3 0.4 -0.6
Exposure to tobacco smoke at home 3.2 3.6 9.3 0.6 -1.0 -3.1 -3.0 -2.1 1.0 0.4
Breastfed as a baby 1.6 2.0 6.0 0.1 0.9 -1.4 -0.6 -2.1 0.5 2.5
Tense / ‘highly strung’ 1.2 2.0 5.4 -1.6 0.6 1.8 1.1 1.3 -2.3 0.1
Seen doctor (GP) for nerves, anxiety, tension or depression 1.1 1.7 3.7 -0.4 -1.9 -1.8 -1.9 -1.1 -0.1 -0.2
Hair/balding pattern: Pattern 4 0.6 1.4 3.4 -0.4 1.8 0.8 -0.2 1.4 -0.7 -1.8
Birth weight of first child 0.5 0.8 2.7 0.4 0.8 1.6 0.0 -0.1 0.9 1.2
Peak expiratory flow (PEF) 0.2 0.5 1.3 0.7 -1.2 0.9 0.5 0.4 0.3 0.0
Pulse wave reflection index 0.7 0.9 3.8 -0.8 -0.2 -0.7 -0.1 -1.1 2.0 0.4
Ever highly irritable/argumentative for 2 days 0.5 0.6 1.3 -0.6 0.6 0.9 0.5 1.1 0.8 -0.6
Loud music exposure frequency 1.8 2.0 6.4 1.5 -1.4 -0.5 0.2 -1.3 1.2 2.5
Qualifications: O levels/GCSEs or equivalent 0.6 1.0 2.5 -0.4 1.1 1.6 1.3 0.5 -1.1 0.3
Mouth/teeth dental problems: Bleeding gums 1.6 2.1 3.0 1.7 1.4 1.6 1.7 1.0 1.4 -1.2
Blood clot in the leg (DVT) 0.7 1.0 2.3 -1.5 1.2 0.8 0.9 0.9 -0.7 0.1
Medication: Paracetamol 0.2 0.4 1.2 0.2 0.2 -0.8 -0.3 -0.9 1.1 0.2
Headache pain in last month 1.0 1.7 4.2 1.5 -1.3 0.2 -0.5 -1.9 0.2 2.1
Medication for cholesterol, blood pressure or diabetes 2.4 3.9 6.9 0.1 1.8 2.6 1.2 2.0 2.5 -2.4
Glaucoma (self-reported) 0.8 0.9 2.7 -0.9 -1.1 -0.6 -0.9 -0.4 -1.6 0.5
Gout (self-reported) 0.8 1.1 2.7 -1.1 -1.6 -1.5 -0.1 -0.7 -0.6 1.0
Hypothyroidism/myxoedema (self-reported) 0.3 0.5 1.4 -0.4 -1.2 -0.7 -0.9 0.3 0.6 -0.5
Medication: Amlodipine 2.8 4.0 12.5 -1.2 -2.1 -3.5 -0.2 -2.1 -0.9 2.0
Medication: Ventolin 100micrograms inhaler 1.4 1.9 9.4 -1.0 -0.6 0.0 -1.4 -0.5 -3.1 -0.3
Birth weight 0.2 0.5 2.4 1.5 -0.9 0.7 -0.1 -0.2 -0.2 0.2
Chronic bronchitis/emphysema (mother) 0.8 1.0 3.1 -0.1 0.4 0.3 1.2 1.4 0.4 -1.8
High blood pressure (siblings) 0.6 0.8 2.4 -0.1 -1.4 -1.5 -1.0 -0.5 0.5 -0.2
Forced vital capacity (FVC), Best measure 0.2 0.8 2.1 1.3 -0.1 0.8 0.0 -0.8 -0.6 1.4
Body fat percentage 2.0 7.8 14.3 0.5 -3.0 -3.4 -2.9 -3.8 2.3 2.4
Leg fat percentage (right) 1.9 6.8 12.7 0.4 -2.6 -3.5 -3.6 -3.2 2.0 1.1
Arm fat-free mass (right) 0.2 1.0 2.6 -1.1 0.2 -1.6 -1.1 -0.4 1.1 -0.9
Exposure to tobacco smoke outside home 0.8 1.0 2.0 -1.3 0.1 -1.4 -1.4 -0.9 0.8 0.3
Comparative body size at age 10 0.9 2.5 4.6 0.1 -1.6 -1.1 -1.1 -2.2 2.1 1.8
Number of full brothers 0.4 0.6 2.0 1.4 -0.5 0.8 0.4 0.2 -0.8 -0.5
Worry too long after embarrassment 0.2 0.4 1.0 0.9 0.6 1.0 0.2 0.1 -0.6 0.2
Seen a psychiatrist for nerves, anxiety, tension or depression 0.2 0.3 0.9 -0.1 -1.0 -0.1 -0.4 0.5 -0.4 -0.8
Wheeze or whistling in the chest in last year 0.8 1.3 3.7 -1.9 0.9 -0.4 0.3 0.7 -1.8 -1.0
Number of children fathered 1.0 1.1 2.5 0.5 1.2 1.6 1.2 1.1 0.4 -1.0
Reason for reducing amount of alcohol drunk: Health precaution 0.7 0.8 2.9 -1.7 0.2 -0.1 -0.4 0.2 -0.9 -1.3
Age at first live birth 0.3 0.6 2.2 0.4 0.5 -0.4 -0.7 -0.8 -0.4 1.5
Pulse wave peak to peak time 1.1 1.4 4.3 2.1 -1.6 -0.2 0.4 -0.7 1.1 0.8
Health satisfaction 0.4 0.6 2.7 -0.7 0.0 0.4 -0.5 0.4 -1.6 -0.6
Shortness of breath walking on level ground 0.9 1.1 2.9 -1.7 0.2 -0.7 -0.9 0.9 -1.1 -1.1
Qualifications: College or University degree 1.0 3.0 18.1 0.2 1.0 1.1 0.2 0.4 -4.2 0.8
Eye problems/disorders: None of the above 0.6 0.7 2.5 0.9 0.5 1.3 0.3 0.1 1.6 -0.0
Mouth/teeth dental problems: Loose teeth 0.8 1.0 2.0 0.5 1.4 0.6 0.8 0.9 -0.9 -1.4
Emphysema/chronic bronchitis 1.2 1.3 3.3 -1.8 1.6 0.9 0.1 0.9 1.2 -0.5
Medication for pain relief, constipation, heartburn 0.7 1.2 2.6 0.4 1.0 1.6 0.8 1.3 -0.6 -1.3
Neck or shoulder pain in last month 2.5 3.6 7.3 1.1 -1.8 -2.1 -2.7 -2.4 -1.2 1.4
Medication: Blood pressure 2.0 3.5 8.5 -0.1 -2.5 -2.9 -0.5 -1.7 -1.6 1.9
Angina (self-reported) 1.2 1.6 3.3 -1.6 -1.8 -1.8 -0.9 -1.2 0.0 0.7
Migraine (self-reported) 1.3 1.6 5.0 -0.2 0.1 1.2 2.2 0.3 -2.1 0.2
Medication: Ibuprofen 1.0 1.1 4.6 0.7 0.6 -0.9 -2.1 -0.7 -1.1 -0.2
Medication: Allopurinol 0.8 1.0 3.9 -1.3 -0.7 0.1 2.0 0.7 -0.5 0.4
Medication: Omeprazole 0.8 0.9 2.4 -0.2 -1.3 -1.6 -0.4 -0.6 1.3 -0.0
Medication: Seretide 50 evohaler 1.0 1.1 5.6 -0.4 -2.4 -0.9 -0.4 -0.5 0.6 -0.7
Mean time to correctly identify matches 0.1 0.2 0.9 0.5 -0.3 -0.3 -0.3 -0.5 0.9 0.4
Heart disease (mother) 0.6 0.7 2.7 -0.2 -0.1 0.5 1.6 0.6 1.1 -0.8
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.4 0.5 3.0 -0.4 0.3 0.3 1.7 0.1 0.0 -0.5
Whole body fat mass 1.3 5.6 9.8 0.1 -2.3 -3.0 -2.4 -3.1 2.5 1.8
Leg fat mass (right) 1.3 5.0 8.4 0.1 -1.8 -2.9 -2.8 -2.8 2.6 1.1
Arm predicted mass (right) 0.2 0.9 2.1 -1.0 0.4 -1.5 -0.9 -0.4 1.3 -0.8
Pulse rate, automated reading 1.5 4.7 9.6 -1.4 1.0 -2.4 -2.3 -3.1 0.2 3.0
Alcohol intake frequency. 0.3 0.7 3.0 -1.0 -0.2 -0.7 -0.6 -0.0 -1.7 0.2
Comparative height size at age 10 0.3 1.7 3.9 -1.6 0.5 0.2 2.0 1.6 -1.6 -0.4
Number of full sisters 0.8 1.0 1.6 -1.3 0.3 -0.7 -0.9 -1.3 -1.2 1.0
Suffer from ‘nerves’ 0.5 0.8 2.9 0.5 -0.6 0.5 -0.2 -0.4 -1.7 1.3
Overall health rating 0.3 0.6 2.3 -1.5 -0.2 -0.8 -0.9 -0.3 -0.7 -0.1
Chest pain or discomfort 0.2 0.2 0.9 -0.6 -0.5 -0.2 0.0 0.1 -0.9 -0.2
Had major operations 2.6 3.1 8.2 0.7 -1.7 -2.2 -0.4 -2.1 2.9 1.0
Age at last live birth 0.7 1.0 3.2 1.0 1.2 -0.2 -0.1 -1.0 -0.3 1.8
Family relationship satisfaction 0.3 0.4 1.1 0.6 -1.0 0.2 -0.6 0.3 -0.9 -0.5
Leg pain on walking 0.8 1.0 3.0 -1.4 -0.2 -0.1 -0.9 -0.3 -1.7 0.9
Qualifications: NVQ or HND or HNC or equivalent 1.4 1.6 5.1 2.2 0.3 0.8 0.1 0.5 2.2 -0.8
Commuting to job workplace: Car/motor vehicle 0.5 0.6 2.3 -0.4 -0.9 0.1 -0.3 0.3 -1.5 -0.6
Illness, injury, bereavement, stress in last 2 years 1.0 1.3 6.4 -0.5 -0.1 -2.5 -1.3 -0.3 0.5 0.1
Medication: Aspirin 0.9 1.2 5.0 -0.7 -0.3 -0.1 -0.6 -1.5 -0.7 2.2
Supplements: Vitamin C 0.4 0.5 2.3 0.4 -0.1 0.8 0.4 -0.4 1.5 0.5
Knee pain experienced in last month 0.6 1.0 3.0 0.4 1.0 0.5 -0.3 1.1 -1.7 -1.1
Hypertension (Self-reported) 1.7 4.7 17.4 -1.2 -2.4 -4.2 -1.4 -1.9 -0.6 1.5
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 1.4 1.7 6.5 2.6 -1.6 1.0 0.9 0.1 0.3 0.8
Illnesses of father: Heart disease 1.2 1.7 2.3 -1.0 1.4 1.4 0.8 1.5 -1.3 -1.4
Illnesses of siblings: Diabetes 0.7 0.9 4.4 -2.1 0.2 -0.6 -0.4 -0.1 -0.6 0.8
Smoking status: Previous 1.0 1.5 4.7 1.0 -2.2 -1.4 -0.8 -1.1 1.1 -0.0
Forced expiratory volume in 1-second (FEV1), predicted 0.3 0.6 1.3 0.2 -1.1 -1.0 -0.8 -0.6 -0.1 0.6
Whole body fat-free mass 0.1 0.6 2.8 -0.8 0.5 -0.6 0.0 -0.1 1.7 -0.7
Leg fat-free mass (right) 0.1 0.8 4.2 -0.2 0.7 -0.0 0.4 -0.7 2.0 0.1
Arm fat percentage (left) 1.9 7.7 15.7 0.6 -2.7 -2.6 -2.4 -4.0 3.1 2.9
Average weekly red wine intake 0.4 0.6 1.8 0.5 -1.1 -0.8 0.2 -0.4 1.3 0.3
Handedness (chirality/laterality): Left-handed 1.0 1.2 4.0 -0.1 -1.6 -0.7 0.2 -0.5 2.0 0.8
Mood swings 0.5 0.8 1.8 -0.9 0.3 0.9 0.0 0.8 -1.4 -1.2
Loneliness, isolation 0.5 0.7 2.0 0.1 -1.4 0.7 -0.8 -0.8 -1.0 0.5
Long-standing illness, disability or infirmity 1.2 1.8 3.6 -1.6 -1.9 -1.4 -1.0 -1.5 0.3 1.2
Ever had bowel cancer screening 0.9 1.0 2.1 -0.6 -0.1 -1.4 -0.6 -1.4 -0.8 1.3
Diabetes diagnosed by doctor 0.5 0.8 2.7 -1.1 -0.1 -0.4 -0.2 -1.0 -0.6 1.6
Ever had stillbirth, spontaneous miscarriage or termination 2.3 2.5 4.5 -1.6 -1.4 -1.9 -0.9 -1.3 -2.1 1.5
Friendships satisfaction 0.3 0.4 1.0 -0.1 0.3 1.0 1.0 0.7 -0.5 -0.2
Qualifications: nursing, teaching 1.0 1.5 2.9 -0.6 -1.3 -0.7 -1.7 -1.3 -1.0 1.5
Commuting to job workplace: Walk 0.7 0.7 1.6 -0.4 0.6 0.8 0.7 -1.2 0.4 1.2
Eye problems/disorders: Cataract 1.0 1.2 4.0 0.1 -1.0 -2.0 -1.3 -0.9 -0.8 0.5
Mouth/teeth dental problems: Mouth ulcers 2.1 3.3 6.7 1.2 -1.9 -1.5 -2.2 -2.6 0.1 2.1
Medication for cholesterol 0.6 0.9 2.3 1.2 0.8 1.5 0.3 0.6 -0.1 -1.1
Medication: Laxatives (e.g. Dulcolax, Senokot) 2.6 3.0 6.2 0.1 -2.5 -2.3 -1.9 -1.7 1.3 1.0
Back pain experienced in last month 0.7 1.1 2.6 0.2 -1.1 -1.1 -1.6 -0.9 1.2 0.1
Mineral and other dietary supplements 1.6 2.1 7.7 2.8 -1.9 0.2 -1.5 -1.0 0.2 0.1
Breast cancer (self-reported) 0.8 0.9 2.5 0.4 -1.6 -1.0 -0.1 -0.9 -0.2 1.4
Asthma (self-reported) 0.4 0.9 3.2 -1.8 0.2 0.3 0.5 0.1 -1.5 0.6
Osteoporosis (self-reported) 0.1 0.2 0.4 0.3 -0.3 0.5 0.5 0.7 -0.0 0.0
Osteoarthritis (self-reported) 0.6 0.8 3.3 0.8 0.0 -0.2 -1.8 -0.5 -1.2 -0.5
Medication: Aspirin 0.7 0.9 3.3 -0.9 0.1 -0.1 -0.4 -1.1 -0.9 1.8
Medication: Gliclazide 0.3 0.3 1.0 0.1 -0.4 -0.4 0.6 -0.7 -0.4 1.0
Illnesses of father: None of the above (group 1) 0.9 1.1 2.7 -1.4 0.1 0.9 1.2 0.8 1.7 -0.3
Smoking status: Current 0.6 0.9 2.1 -0.1 1.3 1.4 0.9 0.9 -0.8 -0.7
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.6 1.2 4.9 0.1 2.2 1.3 1.3 0.2 -0.3 0.1
Whole body water mass 0.1 0.6 2.6 -0.8 0.5 -0.6 0.1 -0.2 1.6 -0.6
Leg predicted mass (right) 0.1 0.8 4.2 -0.2 0.6 -0.1 0.4 -0.8 2.1 0.2
Arm fat mass (left) 1.2 4.8 8.6 0.2 -2.1 -2.5 -2.2 -2.9 2.8 1.6
Number of self-reported non-cancer illnesses 1.9 3.4 5.7 -1.5 -2.4 -2.4 -0.7 -1.9 -0.7 2.3
Average weekly champagne plus white wine intake 0.5 0.7 2.1 1.1 -1.0 -0.3 0.0 -0.2 -1.5 0.3
Miserableness 0.3 0.5 1.0 -1.0 -0.8 -0.5 -0.6 -0.5 -1.0 0.3
Guilty feelings 0.3 0.5 2.4 -0.3 -0.3 1.5 0.9 0.2 0.0 0.4
Wears glasses or contact lenses 0.9 1.1 4.0 -0.4 -1.4 -2.0 -0.1 -1.0 -0.5 -0.2
Ever taken oral contraceptive pill 2.8 3.2 7.2 2.7 -2.0 -2.0 -1.6 -1.9 0.6 0.6
Hearing aid user 0.8 0.9 2.0 -1.4 -0.7 -1.3 -1.0 -0.7 -0.3 -0.3
Mother’s age at death 0.5 0.6 2.9 0.6 -0.1 -0.2 -0.3 -0.7 1.7 0.3
Financial situation satisfaction 0.7 0.9 3.0 -1.7 0.7 0.6 0.4 0.1 1.1 0.9
Tinnitus: Yes, now most or all of the time 0.2 0.3 0.9 -0.4 -0.9 0.3 -0.6 -0.5 0.1 0.2
Commuting to job workplace: Public transport 0.1 0.1 0.3 -0.6 0.0 -0.1 0.2 0.3 0.4 -0.1
Eye problems/disorders: Glaucoma 0.7 0.9 3.5 -1.3 -0.3 -0.1 -0.6 -0.2 -1.9 0.5
Medication: Blood pressure 0.5 0.9 2.7 -1.3 -0.1 -1.6 -0.3 0.4 -1.4 0.0
Pain type(s) experienced in last month: Hip pain 0.5 0.6 1.0 -0.5 -0.6 -0.8 -1.0 -0.0 -1.0 -0.9
Supplements: Fish oil (including cod liver oil) 1.3 1.7 5.0 -1.7 2.2 -0.1 1.4 1.3 -0.8 -0.5
High cholesterol (Self-reported) 1.0 1.8 5.7 -0.3 -1.0 -1.2 -0.9 -1.9 0.2 2.4
Medication: Bendroflumethiazide 1.1 1.7 9.4 -0.2 0.7 0.0 1.1 0.7 -3.1 -0.2
Medication: Paracetamol 0.1 0.2 0.4 0.5 0.4 -0.4 -0.3 -0.6 0.6 0.1
Medication: Lisinopril 1.0 1.3 4.3 0.1 -1.0 -2.1 -0.6 -1.0 -1.0 1.1
Medication: Atorvastatin 1.1 1.4 3.9 0.4 -0.6 -1.2 -0.8 -1.1 2.0 1.4
Illnesses of father: High blood pressure 0.9 1.1 5.4 -1.2 -0.1 -0.3 0.9 0.4 -2.3 -0.2
Alcohol drinker status: Never 1.3 1.6 5.6 -1.6 0.4 -1.3 -0.2 -1.1 0.1 2.4
Ever smoked 0.7 1.2 2.8 1.7 -1.4 -0.9 -0.4 -0.8 1.4 -0.3
Basal metabolic rate 0.1 0.7 3.5 -0.5 0.1 -0.8 -0.3 -0.6 1.9 -0.3
Leg fat percentage (left) 1.8 6.5 12.5 0.2 -2.5 -3.5 -3.4 -3.3 1.7 1.3
Arm fat-free mass (left) 0.2 0.8 1.6 -1.0 0.4 -1.1 -0.7 -0.0 1.1 -1.3
Number of operations (self-reported) 0.6 0.9 1.9 -0.5 0.0 -0.8 0.7 -1.4 1.1 1.3
Average weekly beer plus cider intake 1.0 1.4 3.1 0.0 1.5 1.2 1.1 -0.0 1.8 1.2
Irritability 0.3 0.4 1.2 -0.2 0.5 -0.9 -0.0 0.3 -1.1 -0.8
Risk taking 0.3 0.5 1.2 -0.7 -1.0 -0.3 -0.4 0.3 1.1 -0.4
Ever had prostate specific antigen (PSA) test 2.2 2.6 8.7 0.1 0.4 -0.4 -0.5 1.8 -2.9 -2.3
Fractured/broken bones in last 5 years 0.8 1.0 5.0 0.2 -0.5 -0.8 -2.2 -0.9 -0.6 0.0
Age started oral contraceptive pill 0.4 0.5 1.3 -0.5 1.1 0.4 0.2 1.1 0.3 -0.9
Diastolic blood pressure, automated reading 0.4 1.4 4.6 -0.1 -0.6 -2.1 -1.2 -1.5 0.9 0.5
Ever depressed for a whole week 0.4 0.4 1.7 -0.3 -0.8 -0.3 -1.3 0.4 -0.1 -0.6
Unable to work because of sickness or disability 1.1 1.5 4.4 -1.5 0.6 2.1 1.2 1.2 0.6 0.1
Commuting to job workplace: Cycle 0.7 0.9 2.8 -1.3 1.7 0.6 1.1 0.4 0.3 0.2
Myopia 0.3 0.5 1.0 0.2 1.0 0.3 0.9 0.8 0.6 -0.8
Vascular/heart problems diagnosed by doctor 1.7 4.6 15.5 1.5 2.8 3.9 1.2 1.7 0.2 -1.4
Cholesterol lowering medication 0.3 0.5 1.0 -0.5 -0.9 -1.0 -0.3 -0.3 0.8 0.9
Medication: Omeprazole (e.g. Zanprol) 0.9 1.1 3.7 -0.2 -1.5 -1.1 0.3 -0.6 1.9 0.3
Pain experienced in last month 1.0 1.7 3.1 -1.0 1.3 0.9 1.5 1.7 1.0 -1.4
Supplements: Calcium 0.3 0.3 0.9 -0.4 0.5 0.4 0.9 0.6 0.6 -0.2
Basal cell carcinoma (self-reported) 0.2 0.2 1.3 -0.3 0.2 -0.5 -1.1 -0.2 -0.2 0.1
Heart attack/myocardial infarction (self-reported) 0.8 1.1 1.9 -1.2 -1.4 -0.9 -1.1 -0.3 -1.4 0.4
Deep venous thrombosis (DVT) (self-reported) 0.6 0.8 1.9 -1.4 1.1 0.6 0.8 0.7 -0.6 0.3
Heart disease (siblings) 1.5 1.9 4.7 -0.5 -2.1 -2.2 -1.3 -1.2 0.2 0.2
Alcohol drinker status: Previous 1.4 1.5 4.4 -0.1 0.5 1.7 2.1 1.1 -1.5 0.1
Pack years of smoking 0.6 0.9 3.3 -0.3 0.9 0.6 1.0 -0.6 0.5 1.8
Impedance of whole body 0.5 2.5 7.1 1.0 -2.7 -0.3 -0.5 -0.9 -1.6 2.4
Leg fat mass (left) 1.2 4.8 8.4 0.0 -1.7 -2.9 -2.7 -2.9 2.4 1.1
Arm predicted mass (left) 0.2 0.8 1.8 -1.1 0.2 -1.1 -0.5 0.0 1.2 -1.3