Hub : Genes

MVK

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 Cells Transformed fibroblasts 0.110 0.0430 5.6e-03 0.084 NA 0.062 NA 0.056 7.1e-07 NA 2.1e-05 NA 5.3e-05
2 GTEx Skin Sun Exposed Lower leg 0.124 0.0440 6.4e-04 0.052 NA 0.065 NA 0.062 3.9e-05 NA 4.6e-06 NA 7.4e-06
3 GTEx Whole Blood 0.054 0.0270 7.5e-03 0.001 NA -0.001 NA -0.002 2.7e-01 NA 4.8e-01 NA 6.2e-01
4 TCGA Kidney Renal Clear Cell Carcinoma 0.250 0.0722 3.0e-10 0.137 0.113 0.113 NA 0.128 3.2e-15 1.1e-12 1.1e-12 NA 2.9e-14
5 TCGA Kidney Renal Papillary Cell Carcinoma 0.056 0.0330 7.2e-03 0.024 0.031 0.061 NA 0.024 1.5e-02 7.0e-03 2.1e-04 NA 1.6e-02
6 TCGA Thyroid Carcinoma 0.094 0.0420 7.2e-04 -0.002 0.025 0.033 NA 0.006 6.2e-01 1.5e-03 3.5e-04 NA 8.2e-02

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6
Bipolar Disorder (2018) 1.5 2.4 6.3 0.5 2.1 1.4 -2.5 0.3 1.3
Bipolar Disorder or Schizophrenia 1.6 3.8 13.7 0.6 0.7 3.7 -0.3 2.8 0.3
Depressed Affect (Nagel 2018) 2.9 6.1 20.0 -1.4 1.0 -3.5 -1.1 -4.5 0.4
Depression (Nagel 2018) 1.0 1.5 3.5 -1.3 0.3 -1.4 -0.5 -1.9 1.3
Intelligence (Savage-Jansen 2018) 0.7 2.2 4.4 0.2 -1.1 -2.0 2.1 -0.1 -1.8
Neuroticism (Nagel 2018) 5.7 13.4 39.2 -2.0 0.0 -5.6 -1.7 -6.3 1.8
Schizophrenia (2018) 2.3 4.8 12.9 0.5 -0.8 3.6 1.7 3.4 -0.7
Schizophrenia vs Biploar Disorder 1.9 2.5 5.6 -0.4 -1.4 2.4 1.6 2.2 -0.0
Worry (Nagel 2018) 3.9 8.2 25.0 -1.7 -0.7 -4.1 -1.5 -5.0 1.4
Alzheimer’s Disease (in mother) 1.9 2.3 7.2 0.3 1.4 -0.8 -2.7 -1.6 1.0
Alzheimer’s Disease (in father) 1.4 1.6 3.3 1.8 -1.5 1.5 0.8 1.0 0.3
Alzheimer’s Disease (including proxy) 1.1 1.6 3.5 1.6 0.7 -0.5 -1.9 -1.4 0.9
Crohns Disease (2017) 0.4 0.9 2.5 -0.2 -1.1 -1.0 0.2 -1.6 -0.8
Irritable Bowel Disease (IBD) 0.5 1.2 2.8 -1.1 -1.6 0.1 1.7 -0.4 -0.7
Ulcerative Colitis (UC) 0.7 1.4 3.7 -1.9 -0.7 1.0 1.6 0.6 -0.6
Major Depression (MDD) 1.2 1.4 3.7 0.3 -0.6 -1.9 0.1 -1.9 -1.0
Reaction Time 0.2 0.4 0.8 0.9 0.2 0.8 -0.1 0.9 0.6
Verbal and Numeric Reasoning (VNR) 0.6 1.4 2.9 -0.8 -0.9 -1.6 1.0 -0.8 -1.7
Breast Cancer 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Ovarian Cancer 2.9 3.9 6.5 0.3 -2.5 -2.4 1.1 -2.5 -1.9
Prostate Cancer 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Age at First Birth 0.5 0.8 1.8 0.3 0.8 1.3 -0.8 1.0 0.7
Bipolar Disorder (2011) 1.8 1.7 4.2 0.3 1.7 2.1 -1.5 0.9 0.6
Body Mass Index (BMI) (2010) 1.4 1.9 5.1 0.4 -1.6 -0.5 1.8 -0.5 -2.2
Coronary Artery Disease (CAD) 1.3 1.5 3.4 0.6 1.9 0.6 -1.7 -0.5 1.3
Crohns Disease (2012) 0.2 0.4 0.7 0.7 0.1 -0.7 -0.4 -0.9 0.4
Mean Putamen Volume 0.4 0.4 2.1 1.4 0.0 0.5 -0.2 0.2 0.5
Fasting Glucose 1.7 2.0 6.5 -0.6 -1.3 -0.9 1.1 -1.3 -2.6
HbA1C 0.9 1.0 3.8 -1.9 -0.3 -0.8 -0.2 -1.1 0.3
HDL Cholesterol 8.6 14.4 45.4 -0.7 -1.9 -6.0 0.7 -6.7 0.8
LDL Cholesterol 0.1 0.2 0.4 0.5 -0.1 -0.6 0.6 -0.5 -0.4
Lupus 0.3 0.5 1.1 -0.8 -0.0 0.6 -1.0 -0.5 0.8
Neuroticism (2016) 1.5 2.1 4.6 -1.6 1.0 -2.2 -1.4 -1.4 0.7
Primary Biliary Cirrhosis 1.7 2.5 4.6 1.4 -1.7 0.7 2.1 0.6 -2.1
Rheumatoid Arthritis 1.0 1.4 5.0 1.1 -0.5 -0.8 1.2 0.1 -2.2
Schizophrenia (2014) 1.9 4.2 14.5 1.3 0.1 3.8 0.3 3.0 -0.3
Triglycerides 0.2 0.3 1.0 1.0 0.4 -0.2 -0.4 -0.2 -0.7
Type 2 Diabetes (T2D) (2012) 0.5 0.6 2.7 -0.8 0.2 0.4 -0.1 0.4 -1.6
Ulcerative Colitis 0.8 1.1 2.4 -1.6 -0.9 0.9 1.5 0.5 -0.3
Blood Eosinophil Count 1.4 10.5 24.6 -2.0 -5.0 -3.8 3.0 -2.8 -1.8
Blood Platelet Count 1.2 13.5 46.2 -6.8 -2.6 0.3 0.5 2.8 -4.4
Blood Red Count 0.2 1.6 4.5 -0.7 0.1 -2.0 -2.1 0.4 0.8
Blood White Count 1.8 13.3 41.0 -1.1 -6.4 -3.1 3.6 -1.7 -3.5
Heel T-Score 0.1 1.1 4.7 0.6 0.5 -0.0 -1.1 0.2 2.2
BMI 2.4 14.2 23.8 4.8 -2.3 -4.9 1.0 -4.8 -3.0
Height 0.3 5.5 14.2 3.8 1.4 -0.6 0.2 -2.9 2.9
Waist Hip Ratio (WHR) 0.2 0.9 2.5 0.4 -0.6 1.2 -0.5 0.7 1.6
Systolic Blood Pressure 1.8 9.2 19.4 -0.6 -2.5 2.0 4.4 4.4 -2.5
Smoking Status 0.5 1.2 3.3 -0.9 -0.4 -1.8 0.5 -1.5 -0.7
Allergy or Eczema 1.3 3.5 10.7 0.6 0.7 -2.3 -1.3 -3.3 1.4
Cardiovascular Disease 1.5 4.8 10.9 1.6 -2.9 -0.3 3.3 0.5 -2.6
Hypothyroidism (self reported) 0.8 1.8 3.8 -0.1 -1.4 -1.7 0.1 -1.9 -1.5
Respiratory disease 0.2 0.5 1.6 -0.6 1.3 0.2 -0.6 -0.7 0.4
Type 2 Diabetes (T2D) (2018) 0.3 0.6 1.8 1.2 -0.5 -0.1 0.2 -1.3 0.4
Lung FEV1/FVC ratio 1.4 7.0 18.7 -1.7 -4.3 -3.0 2.6 -0.6 -2.0
Lung FVC 1.7 8.5 26.8 -1.0 3.1 0.9 -3.5 0.5 5.2
Neuroticism 4.7 11.4 37.2 -0.8 -0.2 -5.3 -1.4 -6.1 0.4
Chronotype (morning person) 1.5 3.5 9.7 0.5 0.5 -3.1 -2.2 -2.4 0.3
Hair Pigment 0.0 1.4 6.4 -2.5 -0.1 0.6 -0.5 1.0 0.6
Tanning 0.1 1.1 3.1 1.0 -0.6 -0.8 1.8 0.0 1.3
Hand grip strength (left) 0.3 0.8 2.7 0.2 0.3 1.6 0.7 1.1 0.7
Number of treatments/medications taken 1.2 2.2 4.2 2.0 -1.5 -1.1 0.8 -1.8 -1.2
Average weekly spirits intake 0.3 0.4 1.9 -0.1 0.4 -0.6 -0.1 -1.4 -0.0
Sensitivity / hurt feelings 5.2 8.8 26.6 -0.9 -1.9 -5.2 -0.8 -4.5 0.7
Frequency of depressed mood in last 2 weeks 0.8 1.1 2.6 -0.6 1.0 -1.0 -0.9 -1.6 0.8
Hearing difficulty/problems: Yes 4.7 7.1 22.2 0.1 -0.2 -4.1 -1.4 -4.7 1.2
Relative age of first facial hair 0.4 0.8 2.5 0.6 0.6 -0.6 -0.3 -1.6 1.1
Other serious medical condition/disability diagnosed by doctor 0.8 1.0 3.3 1.8 0.2 -0.5 -0.3 -1.5 0.2
Ever used hormone-replacement therapy (HRT) 1.1 1.4 5.4 -1.0 -2.3 -0.2 1.1 0.1 -0.8
Ever had hysterectomy (womb removed) 0.2 0.3 1.1 1.0 0.5 -0.3 0.3 -0.2 -0.1
Systolic blood pressure, automated reading 2.1 6.0 15.4 0.5 -2.2 1.2 3.9 2.9 -2.4
Eye problems/disorders: Diabetes related eye disease 1.2 1.3 2.7 -0.3 -1.6 -1.4 0.9 -0.1 -1.6
Angina 1.5 2.0 4.9 1.5 -0.9 -2.0 -0.1 -2.2 -0.3
Medication for hormone replacement therapy 1.9 2.1 5.8 -0.5 -1.5 -1.4 0.4 -2.4 -1.5
Vitamin and mineral supplements 1.0 1.3 3.2 -1.2 -0.5 1.4 0.8 1.8 0.1
Supplements: Zinc 1.4 1.6 7.3 0.1 -1.3 -0.5 2.7 -0.1 -0.2
Medication: Co-codamol 1.5 1.7 3.4 0.9 -1.3 -1.7 1.0 -1.8 -0.5
Medication: Metformin 1.4 1.9 4.2 1.6 -2.0 -1.1 1.2 -1.3 0.5
Diabetes (father) 1.2 1.4 4.0 -2.0 -0.9 -1.1 1.5 -0.1 0.5
Diabetes (mother) 0.4 0.5 1.4 -0.7 1.2 0.6 -0.8 -0.1 0.5
Severe depression (siblings) 1.3 1.4 4.6 0.3 0.8 -0.9 -2.2 -0.8 1.2
Pack years adult smoking proportion 1.1 1.6 6.8 -0.0 0.1 -1.5 -0.7 -2.6 -0.5
Impedance of leg (right) 2.1 10.3 28.3 -4.2 0.0 3.5 1.4 5.3 -1.2
Leg fat-free mass (left) 1.8 9.6 25.7 4.2 -0.4 -3.7 0.1 -5.1 0.6
Trunk fat percentage 0.8 3.3 6.1 2.4 -1.4 -2.5 1.4 -1.0 -1.8
Hand grip strength (right) 0.5 1.2 4.2 1.3 0.1 0.7 0.9 -0.4 2.0
Townsend deprivation index at recruitment 2.0 2.8 7.3 1.6 -0.2 -2.4 -0.9 -2.7 0.1
Current tobacco smoking 1.2 2.0 4.2 -2.1 0.7 -1.7 -1.0 -1.5 -0.9
Average weekly fortified wine intake 0.9 1.1 3.1 0.6 0.9 1.3 -0.5 1.8 0.2
Maternal smoking around birth 1.9 2.7 7.6 1.1 -0.7 -2.8 0.4 -2.5 0.9
Fed-up feelings 1.3 2.4 5.8 -1.3 0.3 -2.4 -0.8 -2.4 -0.3
Frequency of unenthusiasm / disinterest in last 2 weeks 0.7 0.9 3.1 -1.8 0.1 -1.0 -0.5 -0.9 -0.2
Relative age voice broke 1.4 2.2 4.2 0.5 2.1 -0.5 -1.9 -1.4 1.6
Taking other prescription medications 0.7 1.0 2.2 1.4 -1.5 0.5 0.7 -1.0 -0.5
Age when periods started (menarche) 0.9 2.2 4.9 -1.7 -0.7 -2.1 -0.6 -2.2 0.3
Bilateral oophorectomy (both ovaries removed) 0.1 0.1 0.2 0.1 -0.3 0.4 -0.1 -0.5 -0.5
Heel bone mineral density (BMD) T-score, automated (left) 1.7 3.9 6.6 -1.7 -1.9 1.1 2.5 2.6 -1.6
Tinnitus: Yes, but not now, but have in the past 0.5 0.5 1.4 0.6 0.7 0.7 0.5 0.1 1.2
Qualifications: CSEs or equivalent 1.4 1.9 3.9 0.2 1.4 -1.5 -1.8 -2.0 0.2
Serious illness, injury or assault to yourself 0.6 0.7 1.8 0.2 -1.4 -0.9 1.1 -0.5 0.3
High blood pressure 0.9 2.4 4.9 1.7 -0.3 1.7 1.8 2.2 -0.7
Hayfever, allergic rhinitis or eczema 1.2 2.5 7.4 0.1 0.6 -2.1 -1.6 -2.7 0.5
Multivitamins +/- minerals 0.4 0.5 1.1 0.9 1.1 -0.7 -0.6 -0.5 -0.4
Stomach or abdominal pain in last month 0.5 0.7 1.7 -0.2 -1.0 -0.6 -0.4 -0.9 -1.3
Supplements: Glucosamine 1.1 1.5 4.7 -2.2 0.8 0.7 -0.2 1.7 0.4
Diverticular disease/diverticulitis (self-reported) 0.3 0.4 1.3 -0.2 0.7 1.1 -0.3 0.6 -0.2
Medication: Atenolol 1.8 2.2 10.5 0.9 -3.2 -0.2 1.4 0.2 -0.3
Medication: Levothyroxine sodium 0.8 1.4 3.5 0.5 -1.6 -1.0 -0.2 -1.9 -1.0
Sitting height 0.3 2.2 3.9 1.8 2.0 1.4 -0.7 -0.5 1.8
Chronic bronchitis/emphysema (father) 2.1 2.5 5.2 0.7 -2.3 -1.7 0.9 -2.2 -0.6
High blood pressure (mother) 2.4 3.3 12.4 0.2 -2.5 -0.0 3.5 0.5 -0.8
Body mass index (BMI) 1.5 6.4 11.8 3.2 -1.5 -3.4 0.6 -3.4 -1.5
Impedance of leg (left) 2.1 10.4 31.0 -4.0 0.3 3.6 1.2 5.6 -1.2
Leg predicted mass (left) 1.8 9.5 25.4 4.2 -0.5 -3.6 0.2 -5.0 0.4
Trunk fat mass 1.1 4.5 9.9 3.1 -1.1 -2.9 1.1 -2.1 -1.4
Waist circumference 1.2 4.3 10.9 3.3 -0.7 -2.5 0.2 -2.7 -1.0
Number of incorrect matches in round 2.4 3.9 11.1 3.3 1.6 1.7 -1.8 1.8 0.8
Past tobacco smoking 0.2 0.4 0.9 0.0 0.5 1.0 -0.5 1.0 -0.1
Alcohol usually taken with meals 0.3 0.5 1.7 1.3 -0.4 0.2 0.1 0.4 1.0
Nervous feelings 2.1 4.0 8.8 -1.3 -2.2 -3.0 -0.2 -2.9 -0.6
Frequency of tenseness / restlessness in last 2 weeks 4.2 6.6 19.0 -0.9 0.8 -4.0 -1.4 -4.4 -0.8
Hearing difficulty/problems with background noise 3.3 5.3 16.2 -0.6 0.1 -4.0 -1.2 -3.7 -0.0
Hair/balding pattern: Pattern 2 0.5 0.6 2.5 0.3 -0.2 1.0 -0.1 1.6 -0.2
Had menopause 0.7 0.9 3.1 0.2 -0.4 1.0 0.7 1.7 -0.7
Had other major operations 0.3 0.3 0.8 0.4 -0.4 -0.7 0.2 -0.9 -0.6
Forced vital capacity (FVC) 0.4 1.5 8.2 0.1 0.5 0.1 -0.4 -0.7 2.9
Heel bone mineral density (BMD) T-score, automated (right) 0.9 2.2 6.2 -1.0 -0.7 1.0 1.6 2.5 -1.3
Ever unenthusiastic/disinterested for a whole week 1.2 1.5 5.8 0.6 -0.4 -1.3 -0.8 -2.4 0.5
Qualifications: None of the above 0.6 1.3 3.1 0.2 1.3 1.8 -1.1 0.2 1.4
Financial difficulties in last 2 years 1.4 1.9 6.9 0.2 0.9 -1.8 -0.3 -2.6 0.5
Mouth/teeth dental problems 5.4 8.3 23.2 1.4 2.4 4.8 -1.1 4.2 0.2
Heart attack 0.3 0.4 1.2 0.3 -0.9 0.3 0.5 0.5 -1.1
Allergy 1.5 3.5 10.7 1.1 -0.6 2.6 1.3 3.3 0.4
Pain all over the body in last month 2.4 2.6 6.8 0.3 -0.5 -2.4 0.7 -2.6 -1.4
Diabetes (self-reported) 0.3 0.4 0.7 0.8 -0.8 0.7 0.2 -0.1 0.8
Hayfever/allergic rhinitis (self-reported) 0.6 0.8 2.6 1.2 -0.9 -0.6 0.1 -1.6 0.0
Medication: Ramipril 2.0 2.6 4.9 1.2 -0.5 1.2 1.6 2.2 -2.2
Medication: Simvastatin 1.0 1.5 3.1 0.6 -1.8 -0.9 1.3 -1.2 -1.3
Fluid intelligence score 0.9 1.9 4.5 -1.5 -0.7 -1.7 1.1 -0.1 -2.1
Illnesses of siblings 0.6 0.9 4.5 2.1 0.1 0.7 -0.5 0.1 0.2
Neuroticism score 3.5 7.4 21.1 -1.6 -1.0 -4.4 -0.5 -4.6 0.2
Weight 1.6 7.9 18.1 4.3 -0.9 -3.5 0.8 -4.0 -0.6
Impedance of arm (right) 0.4 2.0 6.0 -2.5 -0.1 0.4 0.8 2.3 -0.2
Arm fat percentage (right) 1.1 4.4 11.0 2.2 -1.4 -3.3 0.8 -2.4 -1.4
Trunk fat-free mass 1.0 5.7 15.0 3.9 0.5 -1.8 -0.2 -3.8 1.2
Hip circumference 1.3 5.8 12.0 2.4 -1.1 -3.5 1.2 -3.2 -2.0
Time employed in main current job 0.4 0.4 1.0 0.1 0.8 0.7 -1.0 0.5 -0.2
Alcohol intake versus 10 years previously 0.8 1.3 3.8 1.6 -0.1 -0.2 -0.1 -1.0 1.9
Father’s age at death 1.2 1.6 5.1 -2.3 0.2 -0.1 -1.0 0.3 1.9
Worrier / anxious feelings 3.4 6.5 18.5 -1.4 -1.4 -4.3 0.3 -3.9 1.3
Frequency of tiredness / lethargy in last 2 weeks 5.4 8.7 28.6 -1.3 -0.9 -4.3 -1.7 -5.3 -0.2
Falls in the last year 3.5 4.8 12.8 1.1 -1.6 -3.2 1.3 -3.6 -0.5
Hair/balding pattern: Pattern 3 1.6 2.4 3.8 1.8 1.4 -1.2 -2.0 -1.6 1.0
Number of live births 1.2 1.7 5.2 1.2 -1.1 -1.0 0.6 -1.0 -2.3
Forced expiratory volume in 1-second (FEV1) 0.3 1.2 6.7 -0.3 -0.4 -0.2 -0.1 0.1 2.6
Pulse rate 0.9 1.6 4.1 0.3 -1.3 -2.0 0.1 -1.7 -0.8
Happiness 1.2 1.5 2.6 -0.0 1.3 -1.2 -1.3 -1.3 1.6
Noisy workplace 1.4 1.8 4.8 2.2 0.5 -1.0 -0.2 -2.1 0.5
Qualifications: A levels/AS levels or equivalent 0.0 0.1 0.2 0.3 -0.0 -0.5 0.4 -0.1 -0.2
Serious illness, injury or assault of a close relative in last 2 years 4.0 4.6 14.7 1.5 3.8 1.3 -2.8 -0.6 0.8
Mouth/teeth dental problems: Dentures 2.3 4.0 8.7 -1.8 -2.3 -2.9 1.2 -1.7 -1.4
Asthma 0.6 1.1 4.3 -2.1 1.0 -0.3 -0.7 -0.2 -1.0
Medication: Ibuprofen (e.g. Nurofen) 1.2 1.6 4.0 1.1 1.3 -0.2 -1.4 -2.0 0.9
Medication: Cholesterol lowering 1.3 2.1 5.5 1.5 -1.0 -1.3 0.9 -2.3 -1.1
Depression (self-reported) 0.7 0.8 3.1 -0.1 0.6 0.2 -1.8 -1.0 -0.7
Medication: Lansoprazole 0.2 0.3 0.7 0.2 -0.6 0.2 0.8 0.1 0.6
Prospective memory result 0.9 1.2 2.9 1.5 0.7 1.7 -1.0 -0.4 0.5
Lung cancer (father) 1.0 1.2 3.1 -1.0 -0.3 -1.4 0.7 -1.8 0.7
Illnesses of mother 2.6 3.2 9.0 0.2 2.2 1.3 -3.0 0.5 1.8
Forced expiratory volume in 1-second (FEV1), Best measure 0.3 0.9 4.8 -0.0 -0.1 -0.5 0.1 -0.4 2.2
Pulse wave Arterial Stiffness index 1.6 1.8 5.7 -0.5 -1.2 -2.4 1.1 -1.2 -0.9
Impedance of arm (left) 0.3 1.6 5.4 -1.8 0.3 0.7 0.6 2.3 0.0
Arm fat mass (right) 1.4 5.9 12.2 3.0 -1.5 -3.5 1.0 -3.2 -0.9
Trunk predicted mass 0.9 5.4 13.9 3.7 0.6 -1.7 -0.3 -3.7 1.3
Standing height 0.2 2.5 7.8 2.8 1.2 -0.3 0.5 -1.7 1.5
Length of working week for main job 1.0 1.1 4.6 0.4 -0.4 -2.1 -0.7 -1.1 0.0
Exposure to tobacco smoke at home 0.8 0.9 2.3 1.2 0.6 -0.7 -0.7 -1.5 -0.4
Breastfed as a baby 0.9 1.1 2.6 0.4 0.1 1.6 1.0 1.6 0.6
Tense / ‘highly strung’ 0.3 0.4 1.1 -0.4 0.9 0.1 -1.0 -0.6 -0.3
Seen doctor (GP) for nerves, anxiety, tension or depression 1.3 2.0 5.3 0.5 1.5 -0.6 -1.9 -2.3 0.3
Hair/balding pattern: Pattern 4 0.2 0.4 1.1 0.3 -0.9 -0.5 1.1 -0.3 -0.5
Birth weight of first child 3.8 6.9 14.7 2.6 1.3 -1.7 -2.2 -3.2 3.8
Peak expiratory flow (PEF) 1.3 2.9 9.3 0.4 1.5 1.6 -1.3 3.1 1.1
Pulse wave reflection index 0.4 0.5 1.1 -0.7 -0.1 -1.1 0.6 -0.5 0.7
Ever highly irritable/argumentative for 2 days 1.4 1.6 6.3 -0.4 -0.9 -2.5 0.9 -1.1 -0.7
Loud music exposure frequency 1.0 1.1 2.4 0.4 1.0 -1.3 -1.1 -1.5 0.1
Qualifications: O levels/GCSEs or equivalent 0.1 0.2 1.0 -0.1 -0.0 -1.0 -0.1 -0.3 0.4
Mouth/teeth dental problems: Bleeding gums 4.5 5.9 15.2 -1.2 -1.4 -3.9 0.0 -3.8 1.5
Blood clot in the leg (DVT) 0.4 0.5 1.5 -0.0 -0.4 -1.2 0.2 -1.2 0.1
Medication: Paracetamol 2.5 4.1 15.1 -0.3 -0.5 -2.7 -1.3 -3.9 -0.5
Headache pain in last month 2.4 4.2 9.1 0.4 -2.1 -2.5 -0.0 -3.0 -2.2
Medication for cholesterol, blood pressure or diabetes 1.0 1.6 6.6 -2.6 0.9 -0.6 -1.3 0.4 0.5
Glaucoma (self-reported) 0.2 0.3 1.1 1.1 0.1 -0.3 0.3 -0.4 -0.3
Gout (self-reported) 1.7 2.3 5.5 1.3 1.3 2.4 -0.8 2.0 0.7
Hypothyroidism/myxoedema (self-reported) 0.7 1.3 4.2 -0.4 -0.9 -1.3 -0.2 -2.1 -0.9
Medication: Amlodipine 0.8 1.1 3.6 0.2 0.6 1.9 0.1 1.6 0.1
Medication: Ventolin 100micrograms inhaler 1.6 2.0 5.6 -1.0 -0.7 -2.0 -0.1 -2.4 0.9
Birth weight 0.4 0.9 2.6 1.6 1.1 -0.5 -1.2 -0.0 0.4
Chronic bronchitis/emphysema (mother) 0.9 1.0 2.2 -0.9 -1.2 -1.5 1.0 -0.7 -0.1
High blood pressure (siblings) 0.4 0.6 1.6 -0.7 -0.2 0.8 0.2 1.3 -0.8
Forced vital capacity (FVC), Best measure 0.5 1.8 7.1 0.1 1.0 -0.5 -0.7 -1.3 2.7
Body fat percentage 0.8 3.3 6.4 2.3 -1.3 -2.5 1.3 -1.2 -1.8
Leg fat percentage (right) 0.8 3.0 5.3 1.5 -1.7 -2.3 1.6 -0.9 -2.0
Arm fat-free mass (right) 0.8 4.3 11.8 3.4 0.4 -1.6 -0.4 -3.2 1.0
Exposure to tobacco smoke outside home 1.8 2.4 6.3 -0.4 -0.6 -2.5 1.0 -1.8 -1.8
Comparative body size at age 10 0.7 1.9 3.6 -0.4 -1.9 -1.8 1.4 -1.4 -0.5
Number of full brothers 0.5 0.6 1.5 -0.2 -0.7 -1.2 0.4 -1.2 -0.5
Worry too long after embarrassment 3.4 5.8 18.0 -1.7 -1.5 -4.2 -0.3 -3.2 1.0
Seen a psychiatrist for nerves, anxiety, tension or depression 2.1 2.7 6.7 1.0 2.3 -0.8 -2.6 -0.8 1.4
Wheeze or whistling in the chest in last year 0.3 0.5 0.9 -0.8 0.5 -1.0 -0.6 -0.9 -0.0
Number of children fathered 0.4 0.4 1.7 -1.3 -0.4 -0.0 -0.3 -0.5 0.6
Reason for reducing amount of alcohol drunk: Health precaution 2.3 2.7 5.0 1.4 -1.9 0.6 1.7 1.4 -2.2
Age at first live birth 0.4 0.8 1.5 -1.2 -0.0 1.0 0.6 1.2 0.7
Pulse wave peak to peak time 1.4 1.6 5.1 0.7 1.1 2.3 -0.9 1.0 0.9
Health satisfaction 1.0 1.3 3.7 0.7 -1.4 -1.4 0.4 -1.9 0.1
Shortness of breath walking on level ground 0.8 0.9 2.7 0.7 -0.3 -1.6 0.1 -1.1 -1.0
Qualifications: College or University degree 0.3 1.0 2.8 0.3 0.4 -0.8 -1.1 -1.7 0.9
Eye problems/disorders: None of the above 0.8 0.9 3.6 -0.6 1.9 0.8 -0.8 0.4 -0.3
Mouth/teeth dental problems: Loose teeth 0.5 0.6 2.0 -0.2 -0.5 -0.9 1.4 -0.3 -0.8
Emphysema/chronic bronchitis 0.5 0.5 1.1 0.8 0.7 -1.0 -0.7 -0.8 0.0
Medication for pain relief, constipation, heartburn 0.5 0.9 3.7 -0.9 -0.0 0.1 0.7 1.9 0.4
Neck or shoulder pain in last month 2.1 3.0 7.1 -1.5 0.7 -2.4 -1.4 -2.7 0.5
Medication: Blood pressure 1.5 2.6 6.9 2.6 -0.6 1.9 1.7 1.2 0.5
Angina (self-reported) 1.6 2.1 4.7 1.3 -1.3 -2.1 0.2 -2.2 -0.8
Migraine (self-reported) 0.5 0.6 2.5 -0.8 -1.6 0.0 0.3 -0.6 0.4
Medication: Ibuprofen 0.6 0.7 3.2 0.1 0.5 -0.8 -0.6 -1.8 -0.1
Medication: Allopurinol 1.3 1.7 5.0 0.4 0.7 2.2 0.5 1.8 0.9
Medication: Omeprazole 0.2 0.2 0.7 0.8 -0.6 0.2 -0.2 0.4 -0.0
Medication: Seretide 50 evohaler 0.4 0.4 1.3 1.1 0.9 -0.1 -0.1 0.1 -0.6
Mean time to correctly identify matches 0.4 0.8 1.3 0.9 1.1 0.7 -0.8 0.8 0.8
Heart disease (mother) 0.5 0.6 1.3 1.0 -0.0 -1.1 1.1 -0.3 -0.3
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.6 0.7 1.3 -1.2 0.9 0.1 0.8 0.7 1.0
Whole body fat mass 1.3 5.2 11.6 3.4 -1.1 -3.1 0.9 -2.7 -1.2
Leg fat mass (right) 1.3 4.9 9.4 2.9 -1.3 -3.1 1.3 -2.6 -1.4
Arm predicted mass (right) 0.9 4.6 12.6 3.5 0.3 -1.8 -0.2 -3.3 0.8
Pulse rate, automated reading 1.0 3.4 10.9 0.5 -0.9 -3.3 -0.8 -2.6 -0.8
Alcohol intake frequency. 0.8 1.8 7.8 2.8 -1.0 -0.8 0.1 -0.6 -1.0
Comparative height size at age 10 0.6 3.6 10.6 2.0 1.6 3.2 0.6 1.7 1.0
Number of full sisters 0.4 0.4 1.3 -1.1 -0.6 -0.3 -0.2 -0.8 0.4
Suffer from ‘nerves’ 1.4 2.2 6.3 -1.2 -0.3 -2.1 -0.8 -2.5 0.5
Overall health rating 0.9 1.9 4.0 0.2 -2.0 -1.7 0.6 -1.6 -1.3
Chest pain or discomfort 0.7 1.0 2.6 0.6 -0.6 -1.6 0.2 -1.6 0.0
Had major operations 0.7 0.9 2.1 0.6 -0.8 -0.9 1.5 -0.8 -0.8
Age at last live birth 0.2 0.4 1.3 -1.2 0.3 0.4 0.5 0.3 -0.5
Family relationship satisfaction 0.4 0.5 2.3 -0.4 1.5 -0.4 -0.6 -0.1 0.2
Leg pain on walking 0.1 0.1 0.4 0.5 -0.1 0.6 -0.0 -0.4 0.3
Qualifications: NVQ or HND or HNC or equivalent 0.5 0.6 1.5 1.2 -0.5 -1.0 -0.1 -0.4 0.6
Commuting to job workplace: Car/motor vehicle 0.3 0.3 0.6 0.8 0.6 0.5 -0.1 0.7 0.4
Illness, injury, bereavement, stress in last 2 years 0.9 1.1 2.7 -0.3 -1.6 0.4 1.1 1.4 0.3
Medication: Aspirin 1.0 1.3 4.2 2.0 -0.8 -0.3 0.5 -1.2 -1.3
Supplements: Vitamin C 0.5 0.6 1.4 0.6 -0.1 -0.7 -0.5 -1.2 -0.9
Knee pain experienced in last month 0.9 1.4 4.4 0.8 -0.3 -1.8 0.5 -2.1 0.4
Hypertension (Self-reported) 1.1 3.1 4.8 1.8 -0.9 1.8 2.2 2.2 -1.4
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 1.6 1.9 5.6 0.6 0.9 2.4 -1.8 0.9 0.9
Illnesses of father: Heart disease 0.6 0.8 2.8 0.1 -0.3 -1.7 -0.8 -0.9 -0.6
Illnesses of siblings: Diabetes 1.0 1.2 6.8 -2.6 -0.1 0.1 -0.1 0.7 -0.4
Smoking status: Previous 0.3 0.4 1.2 0.8 -0.3 -0.5 1.1 -0.1 0.4
Forced expiratory volume in 1-second (FEV1), predicted 0.3 0.7 3.1 -0.4 0.1 -0.3 0.4 -1.8 0.6
Whole body fat-free mass 1.3 7.4 19.6 4.1 0.2 -2.6 -0.2 -4.4 1.0
Leg fat-free mass (right) 1.7 9.1 24.2 4.2 -0.1 -3.4 -0.2 -4.9 0.7
Arm fat percentage (left) 0.9 3.7 9.6 2.2 -1.1 -3.1 0.5 -2.2 -1.2
Average weekly red wine intake 0.3 0.5 1.3 -0.7 -0.8 0.3 1.1 0.3 -0.5
Handedness (chirality/laterality): Left-handed 0.7 0.8 1.3 1.1 1.1 0.9 -0.7 0.9 0.2
Mood swings 1.8 3.2 11.9 -0.1 0.7 -2.6 -0.6 -3.5 -0.1
Loneliness, isolation 0.8 1.2 2.8 -1.4 1.7 -0.8 -1.2 -0.5 0.1
Long-standing illness, disability or infirmity 2.3 3.4 9.8 2.3 -1.1 -2.0 0.4 -3.1 0.5
Ever had bowel cancer screening 3.3 3.9 13.4 1.1 2.3 0.9 -1.3 -0.9 3.7
Diabetes diagnosed by doctor 0.2 0.4 0.9 0.6 -0.9 0.5 0.7 -0.0 -0.3
Ever had stillbirth, spontaneous miscarriage or termination 0.4 0.4 0.8 0.6 -0.9 -0.1 0.2 -0.7 -0.9
Friendships satisfaction 0.6 0.8 1.8 1.3 1.4 -1.0 0.0 -0.3 0.3
Qualifications: nursing, teaching 1.9 2.9 8.2 -0.1 -1.1 -1.5 2.3 0.7 -2.9
Commuting to job workplace: Walk 0.9 1.0 3.3 1.2 -0.5 -0.9 -0.0 -1.8 -0.0
Eye problems/disorders: Cataract 0.5 0.6 1.5 -0.0 -1.1 -1.2 0.3 -0.8 0.0
Mouth/teeth dental problems: Mouth ulcers 1.1 1.8 5.3 -0.1 -1.0 -2.3 0.6 -1.9 -0.6
Medication for cholesterol 3.3 5.0 12.1 1.2 3.0 1.9 -1.9 0.8 3.5
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.6 0.7 1.6 1.3 -0.1 -1.0 -0.7 -1.0 0.4
Back pain experienced in last month 1.5 2.2 6.2 -1.0 -0.8 -2.5 -0.5 -2.3 -0.2
Mineral and other dietary supplements 0.9 1.2 2.0 1.2 -1.4 0.4 1.2 -0.5 -1.4
Breast cancer (self-reported) 0.2 0.3 0.6 0.5 0.8 0.5 -0.1 -0.2 0.7
Asthma (self-reported) 0.5 1.0 3.1 -1.8 1.2 -0.2 -0.8 -0.2 -1.0
Osteoporosis (self-reported) 0.3 0.3 1.0 -0.1 -1.0 0.2 -0.4 0.6 0.7
Osteoarthritis (self-reported) 0.4 0.5 1.7 -0.5 -0.9 -0.5 1.3 0.1 -0.3
Medication: Aspirin 1.1 1.4 4.0 2.0 -0.4 -0.4 0.5 -1.3 -1.4
Medication: Gliclazide 0.7 0.8 1.6 1.2 -1.2 -0.1 0.5 -0.9 0.8
Illnesses of father: None of the above (group 1) 0.2 0.2 0.8 -0.0 0.9 0.4 0.1 0.6 -0.2
Smoking status: Current 1.3 2.0 4.8 -2.2 1.1 -1.1 -1.5 -1.1 -1.1
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.5 1.0 3.5 -0.4 -1.0 -0.3 0.5 1.1 1.9
Whole body water mass 1.3 7.1 19.1 4.0 0.2 -2.6 -0.1 -4.4 1.1
Leg predicted mass (right) 1.7 9.0 24.5 4.2 -0.1 -3.4 -0.3 -4.9 0.7
Arm fat mass (left) 1.2 5.1 10.3 3.0 -1.1 -3.2 0.6 -3.0 -0.8
Number of self-reported non-cancer illnesses 0.4 0.8 1.9 1.4 -0.4 0.1 -0.3 -1.1 -1.0
Average weekly champagne plus white wine intake 0.3 0.5 1.5 -0.7 -0.5 -0.1 -0.3 0.6 -1.2
Miserableness 4.3 7.5 28.4 0.2 0.6 -3.7 -1.2 -5.3 1.0
Guilty feelings 1.2 1.8 6.6 -1.1 -0.1 -2.6 0.5 -1.5 -0.6
Wears glasses or contact lenses 2.4 2.8 5.6 1.7 2.3 -0.1 -2.4 -1.2 1.0
Ever taken oral contraceptive pill 0.4 0.5 1.5 -0.8 0.1 0.1 -0.7 -1.2 0.2
Hearing aid user 1.3 1.4 4.0 -1.9 -0.2 -0.4 -0.3 -0.7 -2.0
Mother’s age at death 1.1 1.3 4.5 0.7 0.6 1.2 0.2 2.1 -1.1
Financial situation satisfaction 5.1 6.3 14.5 1.2 1.7 -1.6 -2.6 -3.1 3.8
Tinnitus: Yes, now most or all of the time 2.1 2.5 5.1 -1.4 1.8 -1.3 -2.3 -1.5 0.6
Commuting to job workplace: Public transport 1.7 2.1 6.7 -1.2 -0.2 -2.6 0.1 -1.9 0.8
Eye problems/disorders: Glaucoma 0.3 0.3 0.7 0.6 0.2 0.3 -0.8 0.0 0.8
Medication: Blood pressure 1.6 3.1 6.2 -0.3 -2.4 0.4 1.7 1.9 -2.5
Pain type(s) experienced in last month: Hip pain 1.6 2.0 5.5 -0.4 -2.4 -1.0 1.9 -0.6 -1.2
Supplements: Fish oil (including cod liver oil) 0.8 1.0 3.0 0.0 1.7 -0.2 -1.3 1.2 0.3
High cholesterol (Self-reported) 1.5 2.6 5.4 -1.0 -1.5 -1.4 0.4 -2.3 -2.3
Medication: Bendroflumethiazide 1.1 1.7 3.8 -0.9 -1.9 0.1 1.4 0.1 -1.8
Medication: Paracetamol 1.8 2.8 10.1 -1.0 -0.7 -2.0 -0.7 -3.2 -0.7
Medication: Lisinopril 0.4 0.6 1.2 -0.9 -1.0 -0.1 1.1 -0.1 0.6
Medication: Atorvastatin 1.3 1.6 5.4 -0.2 -1.8 -0.8 0.5 -2.3 -0.6
Illnesses of father: High blood pressure 0.1 0.1 0.2 -0.5 0.3 0.3 -0.1 0.2 -0.1
Alcohol drinker status: Never 0.8 1.0 3.1 1.8 -1.3 0.2 -0.0 0.0 -1.1
Ever smoked 0.4 0.6 1.4 -1.2 -0.4 -0.8 -0.3 -0.6 1.1
Basal metabolic rate 1.3 7.4 19.0 4.1 -0.2 -2.9 0.2 -4.4 0.6
Leg fat percentage (left) 0.7 2.7 4.9 1.8 -1.4 -2.2 1.3 -0.9 -1.9
Arm fat-free mass (left) 0.9 4.6 11.7 3.4 -0.2 -2.0 0.3 -3.4 0.4
Number of operations (self-reported) 1.3 1.9 4.4 0.5 -1.7 -1.2 1.5 -2.1 -0.4
Average weekly beer plus cider intake 0.8 1.1 3.3 -0.3 1.8 -0.4 -1.2 -0.6 1.1
Irritability 2.2 3.7 10.6 -1.3 -0.2 -3.2 -0.7 -2.9 1.1
Risk taking 1.0 1.5 2.9 -1.2 0.6 -1.7 -0.9 -1.6 -1.1
Ever had prostate specific antigen (PSA) test 1.3 1.5 3.9 1.2 0.0 2.0 0.3 1.6 1.1
Fractured/broken bones in last 5 years 2.2 2.9 9.1 -1.5 -1.1 -3.0 1.1 -1.8 0.1
Age started oral contraceptive pill 0.6 0.7 1.4 1.0 0.1 0.2 1.1 0.8 -1.2
Diastolic blood pressure, automated reading 2.0 6.2 12.5 2.1 -3.3 0.0 3.5 1.4 -2.7
Ever depressed for a whole week 1.2 1.5 4.7 0.2 -0.2 -2.2 -0.1 -2.1 -0.2
Unable to work because of sickness or disability 1.7 2.2 4.2 0.4 -1.2 -2.0 2.0 -1.5 -1.2
Commuting to job workplace: Cycle 1.1 1.3 1.9 -1.4 -1.3 0.8 1.3 1.4 -0.3
Myopia 1.5 2.2 4.2 1.8 1.7 -0.3 -1.4 -2.0 0.7
Vascular/heart problems diagnosed by doctor 1.1 2.9 5.5 -1.8 1.2 -1.3 -2.3 -2.1 1.2
Cholesterol lowering medication 2.6 3.8 7.3 -1.2 -2.6 -1.8 1.4 -1.3 -2.7
Medication: Omeprazole (e.g. Zanprol) 0.5 0.6 1.7 0.9 -0.1 0.7 -0.4 0.6 1.3
Pain experienced in last month 2.5 4.2 13.1 1.3 0.6 3.1 0.4 3.6 0.5
Supplements: Calcium 0.4 0.5 2.1 -0.1 -1.4 -0.5 0.3 -0.3 0.5
Basal cell carcinoma (self-reported) 0.5 0.6 1.8 0.3 1.4 0.2 -0.2 0.0 1.3
Heart attack/myocardial infarction (self-reported) 0.4 0.5 1.1 0.3 -1.0 0.5 0.5 0.6 -1.1
Deep venous thrombosis (DVT) (self-reported) 0.5 0.6 1.8 -0.3 -0.3 -1.3 0.3 -1.3 -0.2
Heart disease (siblings) 1.7 2.1 5.1 -1.7 0.9 -1.1 -1.1 -1.3 2.2
Alcohol drinker status: Previous 0.5 0.6 1.7 0.5 -1.3 0.0 0.1 -0.7 -1.0
Pack years of smoking 1.2 1.7 7.2 0.7 0.3 -1.4 -0.7 -2.7 -0.4
Impedance of whole body 1.3 6.4 19.0 -3.4 -0.0 2.2 1.3 4.4 -0.9
Leg fat mass (left) 1.3 4.9 9.3 3.0 -1.3 -3.0 1.1 -2.5 -1.4
Arm predicted mass (left) 0.9 4.4 11.3 3.4 -0.2 -2.0 0.3 -3.3 0.3