Hub : Genes

NPR2

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 0.2286 0.0704 2.3e-04 0.061 NA 0.034 NA 0.078 3.1e-03 NA 2.2e-02 NA 9.4e-04
2 GTEx Artery Tibial 0.1511 0.0464 3.9e-05 0.034 NA 0.127 NA 0.124 1.0e-03 NA 3.6e-10 NA 6.4e-10
3 GTEx Heart Left Ventricle 0.1347 0.0575 7.3e-03 -0.005 NA -0.002 NA 0.000 7.5e-01 NA 4.2e-01 NA 3.1e-01
4 GTEx Liver 0.1760 0.0740 6.2e-03 0.038 NA -0.003 NA 0.017 3.1e-02 NA 4.1e-01 NA 1.1e-01
5 GTEx Nerve Tibial 0.1331 0.0447 4.4e-04 0.030 NA 0.066 NA 0.079 3.4e-03 NA 2.0e-05 NA 3.1e-06
6 GTEx Thyroid 0.0900 0.0340 1.4e-03 0.066 NA 0.053 NA 0.037 9.4e-06 NA 6.9e-05 NA 7.0e-04
7 TCGA Prostate Adenocarcinoma 0.0665 0.0578 6.4e-03 0.006 0.003 0.008 NA 0.009 6.2e-02 0.13 4.3e-02 NA 3.5e-02

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6 7
Bipolar Disorder (2018) 2.8 4.5 7.8 -1.7 -2.8 2.0 1.1 -2.6 -2.5 -1.5
Bipolar Disorder or Schizophrenia 1.5 3.8 6.0 -2.4 -2.1 1.4 1.0 -2.5 -2.3 -1.5
Depressed Affect (Nagel 2018) 0.4 0.9 2.9 -0.7 -1.3 -0.1 0.6 -0.7 -1.7 0.4
Depression (Nagel 2018) 2.3 3.5 8.8 -1.9 -1.7 0.9 1.8 -3.0 -1.8 -1.5
Intelligence (Savage-Jansen 2018) 1.3 3.9 7.0 2.0 -1.0 -2.6 2.2 1.7 2.6 -0.9
Neuroticism (Nagel 2018) 1.0 2.4 4.5 -0.8 -2.1 0.0 1.5 -1.8 -2.0 -1.5
Schizophrenia (2018) 0.4 0.8 3.0 -1.7 -0.4 0.1 0.4 -1.0 -0.9 -0.7
Schizophrenia vs Biploar Disorder 0.7 0.9 1.8 0.4 1.3 -1.1 0.2 1.1 1.0 0.9
Worry (Nagel 2018) 1.4 2.9 7.2 -0.9 -2.7 -0.0 1.5 -2.0 -1.1 -2.2
Alzheimer’s Disease (in mother) 0.7 0.9 3.8 -0.4 -0.9 1.2 1.9 -0.1 -0.1 -0.2
Alzheimer’s Disease (in father) 2.4 2.6 5.0 1.9 1.5 -1.5 -1.4 1.7 2.2 0.6
Alzheimer’s Disease (including proxy) 0.1 0.2 0.7 -0.2 -0.3 0.4 0.8 0.3 0.3 -0.2
Crohns Disease (2017) 0.3 0.6 1.9 0.2 0.4 -1.4 -1.2 -0.2 0.0 0.8
Irritable Bowel Disease (IBD) 0.1 0.3 1.3 0.5 -0.1 -1.1 -0.8 -0.2 0.0 -0.0
Ulcerative Colitis (UC) 0.2 0.3 0.8 0.9 0.3 -0.8 -0.5 0.3 0.6 -0.1
Major Depression (MDD) 0.7 0.8 2.6 -0.6 -1.0 -0.9 -0.6 -1.6 -0.4 -0.3
Reaction Time 0.1 0.1 0.3 0.1 -0.3 -0.1 -0.6 0.3 0.5 0.1
Verbal and Numeric Reasoning (VNR) 0.8 2.0 5.5 0.4 -1.6 -1.4 2.3 0.7 1.4 -1.1
Breast Cancer 1.1 2.6 5.2 2.3 0.9 -0.4 -1.3 2.3 1.1 2.0
Ovarian Cancer 1.0 1.3 6.0 0.2 0.7 -0.2 -0.9 1.5 2.5 0.2
Prostate Cancer 0.1 0.1 0.4 -0.1 -0.4 -0.6 -0.6 0.2 0.2 -0.0
Age at First Birth 2.7 3.9 10.0 -1.7 -2.1 1.3 1.0 -2.3 -3.2 -1.7
Bipolar Disorder (2011) 0.6 0.5 1.8 0.2 -1.4 0.3 -0.2 -0.8 -0.9 -0.5
Body Mass Index (BMI) (2010) 1.5 2.1 4.7 1.3 2.0 -0.2 -2.2 1.0 1.4 1.2
Coronary Artery Disease (CAD) 1.3 1.5 5.2 -1.3 -0.4 0.4 2.3 -1.3 0.0 -1.4
Crohns Disease (2012) 0.4 0.7 1.6 0.1 -0.1 -0.9 -1.3 -0.1 0.7 1.2
Mean Putamen Volume 0.3 0.3 0.8 -0.9 0.5 -0.1 -0.7 -0.7 0.3 0.4
Fasting Glucose 1.0 1.2 3.2 1.8 0.4 -1.1 -0.9 1.2 1.1 0.5
HbA1C 4.7 5.2 12.2 -2.4 -3.5 1.3 1.3 -2.2 -2.0 -2.6
HDL Cholesterol 0.1 0.2 0.4 -0.2 -0.3 -0.1 0.2 -0.6 -0.5 0.7
LDL Cholesterol 1.0 1.6 2.8 -1.6 0.1 -1.4 1.7 -1.2 -0.4 -1.6
Lupus 1.2 1.8 5.5 -1.3 0.1 0.6 2.3 -1.3 -0.4 -1.9
Neuroticism (2016) 1.4 2.1 5.4 -0.2 -2.3 0.4 0.4 -1.6 -1.1 -2.2
Primary Biliary Cirrhosis 0.8 1.1 2.1 0.2 -1.3 -1.4 1.5 0.3 0.3 -1.4
Rheumatoid Arthritis 0.7 1.0 3.6 0.4 0.9 0.5 -0.5 1.2 0.9 1.9
Schizophrenia (2014) 0.4 0.9 1.8 -1.3 -1.2 0.2 0.6 -1.1 -0.9 -0.6
Triglycerides 0.7 1.1 3.9 -1.6 2.0 0.7 -0.4 -0.4 -0.3 -0.4
Type 2 Diabetes (T2D) (2012) 1.2 1.4 4.0 1.5 0.3 -1.3 -2.0 0.6 0.6 0.9
Ulcerative Colitis 0.2 0.3 1.1 0.5 -0.7 -1.0 0.3 0.1 -0.1 -0.7
Blood Eosinophil Count 0.7 5.2 9.5 2.5 1.1 -3.1 -2.9 1.9 2.2 1.6
Blood Platelet Count 3.2 37.6 47.1 6.5 6.3 -5.4 -5.7 6.9 6.8 5.0
Blood Red Count 0.3 2.9 8.7 -1.1 3.0 2.5 -0.8 -0.3 0.3 1.8
Blood White Count 3.4 25.1 45.0 4.8 5.9 -2.7 -6.7 4.8 4.2 5.0
Heel T-Score 2.0 15.5 38.1 -3.1 -5.0 0.2 6.2 -3.4 -2.8 -4.1
BMI 1.6 9.4 20.7 3.4 4.5 -1.6 -3.4 2.2 2.7 2.7
Height 1.8 34.4 65.4 -6.1 -3.4 7.7 -8.1 -6.3 -5.0 1.5
Waist Hip Ratio (WHR) 1.9 8.7 21.0 -2.3 -2.8 -0.5 3.7 -2.3 -2.7 -4.6
Systolic Blood Pressure 0.7 3.3 7.1 -0.3 -1.7 0.5 2.2 -1.9 -2.7 -2.1
Smoking Status 0.7 1.7 3.9 -1.3 -0.3 1.7 1.8 0.1 -2.0 0.6
Allergy or Eczema 0.3 0.7 1.6 -0.7 0.5 0.3 1.2 -0.5 -0.9 -1.3
Cardiovascular Disease 1.0 3.3 11.8 0.5 -3.4 -0.5 1.7 -0.8 -2.5 -1.1
Hypothyroidism (self reported) 0.2 0.5 1.7 0.2 0.1 -0.1 -1.3 0.5 0.3 1.1
Respiratory disease 0.5 1.0 3.9 -0.7 0.4 1.5 -0.2 -0.7 -2.0 0.3
Type 2 Diabetes (T2D) (2018) 1.6 2.9 5.5 1.5 2.0 -1.4 -1.8 1.6 2.3 1.0
Lung FEV1/FVC ratio 0.6 2.9 6.4 -2.3 -0.0 2.5 2.0 -1.5 -1.0 -1.0
Lung FVC 0.1 0.4 0.7 0.8 -0.6 -0.2 -0.5 0.7 0.5 0.5
Neuroticism 0.9 2.1 5.3 -0.8 -2.3 -0.3 1.7 -1.5 -1.6 -1.1
Chronotype (morning person) 0.7 1.7 3.0 -1.1 1.5 1.7 -1.2 -0.0 1.2 1.5
Hair Pigment 0.0 0.6 1.6 0.2 0.5 -0.5 1.2 0.7 1.3 -0.0
Tanning 0.1 1.4 2.5 -1.3 -0.9 0.6 1.6 -1.4 0.1 -1.6
Hand grip strength (left) 3.1 8.1 14.4 -3.8 -2.1 3.0 1.0 -2.9 -3.8 -2.4
Number of treatments/medications taken 0.7 1.3 5.0 -0.0 -2.2 -0.3 0.8 -0.9 -1.5 -0.7
Average weekly spirits intake 0.3 0.3 1.6 -0.1 -0.0 -1.3 0.3 0.0 -0.6 -0.5
Sensitivity / hurt feelings 1.7 2.8 6.6 -1.5 -2.0 0.6 0.9 -2.1 -2.6 -1.3
Frequency of depressed mood in last 2 weeks 2.2 3.1 6.6 -0.6 -2.6 -1.3 2.2 -1.8 -1.7 -1.5
Hearing difficulty/problems: Yes 0.5 0.7 2.4 1.1 0.9 0.3 -1.6 0.3 -0.2 0.7
Relative age of first facial hair 0.9 1.8 6.0 -0.8 -1.3 -1.3 2.4 -0.7 -0.4 -1.5
Other serious medical condition/disability diagnosed by doctor 0.5 0.7 1.8 0.9 -0.7 0.8 -0.7 -0.8 -1.3 0.3
Ever used hormone-replacement therapy (HRT) 0.4 0.6 1.0 0.6 -0.9 0.2 -1.0 -0.0 0.9 0.8
Ever had hysterectomy (womb removed) 0.3 0.3 0.7 0.8 -0.3 0.8 0.0 0.1 0.8 -0.1
Systolic blood pressure, automated reading 0.3 1.0 2.1 -0.2 1.0 1.0 0.8 -1.5 -1.4 -0.6
Eye problems/disorders: Diabetes related eye disease 0.3 0.4 0.7 -0.7 -0.6 0.8 0.2 -0.4 -0.8 -0.4
Angina 2.1 2.7 3.7 -1.5 -1.9 0.3 1.8 -1.8 -1.8 -1.9
Medication for hormone replacement therapy 1.0 1.1 3.3 -0.6 -1.0 1.8 -0.6 -1.1 -1.0 0.7
Vitamin and mineral supplements 0.1 0.2 1.1 0.0 -0.2 -1.1 0.1 -0.3 -0.3 0.2
Supplements: Zinc 0.6 0.6 1.4 1.2 -0.7 -0.9 0.7 0.3 -0.3 -0.9
Medication: Co-codamol 0.9 1.1 2.5 0.6 1.3 -0.3 -1.6 1.2 0.1 1.3
Medication: Metformin 3.2 4.6 14.4 1.1 2.6 1.3 -3.8 1.4 0.8 2.3
Diabetes (father) 0.5 0.6 1.6 -0.3 0.1 -1.3 -0.3 -1.2 0.2 -1.0
Diabetes (mother) 1.6 2.0 7.0 2.1 1.0 -2.6 -0.6 0.6 1.1 0.1
Severe depression (siblings) 0.5 0.6 1.7 -0.7 -1.0 1.3 0.1 -0.7 -0.5 0.0
Pack years adult smoking proportion 0.5 0.7 2.8 -1.1 0.6 1.7 -0.1 -0.0 0.6 0.7
Impedance of leg (right) 0.6 2.7 7.4 -0.1 -1.7 -1.1 2.7 -0.2 0.4 -2.7
Leg fat-free mass (left) 1.5 8.2 32.6 -1.1 1.1 2.9 -5.7 -2.1 -1.7 2.5
Trunk fat percentage 1.0 3.9 10.3 1.5 3.2 -0.9 -3.2 0.6 0.9 1.7
Hand grip strength (right) 3.3 9.0 17.3 -3.7 -2.7 2.6 1.3 -2.9 -4.2 -2.9
Townsend deprivation index at recruitment 1.2 1.6 3.7 -1.3 -0.9 -0.3 1.2 -1.9 -0.9 -1.8
Current tobacco smoking 1.4 2.3 6.9 -1.3 -0.8 2.4 0.7 -0.4 -2.6 0.7
Average weekly fortified wine intake 0.8 0.9 3.0 0.5 0.1 -1.7 0.9 0.4 0.7 -1.4
Maternal smoking around birth 0.1 0.1 0.4 -0.2 0.6 -0.2 -0.2 -0.4 0.3 -0.1
Fed-up feelings 1.0 1.8 4.7 -0.2 -2.2 -1.5 0.5 -0.9 -2.1 -0.2
Frequency of unenthusiasm / disinterest in last 2 weeks 2.0 2.6 7.9 -1.4 -0.9 0.3 1.9 -2.8 -1.2 -1.7
Relative age voice broke 1.7 2.6 7.8 1.6 0.6 -2.8 0.3 1.1 2.4 0.1
Taking other prescription medications 0.3 0.5 1.4 1.0 0.2 -1.2 -0.7 0.4 0.6 0.4
Age when periods started (menarche) 0.7 1.7 3.9 1.3 1.3 -1.7 0.4 1.1 2.0 0.4
Bilateral oophorectomy (both ovaries removed) 0.3 0.3 0.8 -0.1 0.5 0.8 -0.9 -0.3 0.5 -0.0
Heel bone mineral density (BMD) T-score, automated (left) 3.1 7.0 10.0 -3.2 -3.0 2.0 2.5 -2.6 -2.9 -2.1
Tinnitus: Yes, but not now, but have in the past 0.6 0.7 2.1 0.4 -0.9 -0.5 -0.5 -1.4 -0.4 -0.9
Qualifications: CSEs or equivalent 0.9 1.2 5.5 0.7 -0.5 0.2 -2.3 -0.0 -0.8 1.2
Serious illness, injury or assault to yourself 1.3 1.6 5.0 -0.4 -0.9 -1.1 2.2 -1.1 -0.5 -1.4
High blood pressure 0.3 1.0 2.5 1.6 -1.0 -0.5 1.3 0.5 -1.0 -0.1
Hayfever, allergic rhinitis or eczema 0.9 1.9 5.4 -1.1 -0.8 1.4 1.0 -1.4 -2.3 -1.2
Multivitamins +/- minerals 0.1 0.1 0.3 0.2 0.2 0.3 0.1 0.6 -0.3 0.3
Stomach or abdominal pain in last month 1.1 1.4 3.9 2.0 0.5 -1.6 -0.9 0.7 1.2 0.3
Supplements: Glucosamine 1.0 1.4 2.7 1.4 0.7 -1.7 0.3 1.6 1.2 0.4
Diverticular disease/diverticulitis (self-reported) 2.2 2.6 5.3 -1.5 -0.2 1.3 -2.0 -2.3 -2.2 -0.1
Medication: Atenolol 0.2 0.3 1.3 0.2 -0.5 -0.5 1.1 0.6 -0.2 0.1
Medication: Levothyroxine sodium 0.5 0.8 3.6 0.4 0.6 -0.1 -1.9 0.3 0.1 1.0
Sitting height 1.0 7.3 19.2 -1.5 -1.5 3.7 -4.4 -2.9 -1.6 1.5
Chronic bronchitis/emphysema (father) 0.3 0.4 0.6 0.8 0.6 -0.2 -0.6 0.7 0.1 0.8
High blood pressure (mother) 0.1 0.1 0.2 0.5 0.2 0.4 0.2 -0.3 -0.3 0.3
Body mass index (BMI) 1.0 4.1 11.8 1.8 3.4 -1.1 -2.4 1.3 1.1 1.9
Impedance of leg (left) 0.8 3.9 11.7 -0.4 -1.8 -0.9 3.4 -0.5 -0.0 -3.3
Leg predicted mass (left) 1.5 8.2 32.0 -1.2 1.1 2.9 -5.7 -2.2 -1.7 2.5
Trunk fat mass 1.1 4.6 19.1 1.2 2.8 -0.2 -4.4 -0.1 0.5 1.9
Waist circumference 0.6 2.0 8.6 0.7 2.1 -0.2 -2.9 -0.4 -0.4 0.4
Number of incorrect matches in round 0.4 0.7 2.1 0.2 1.0 0.8 -0.7 -0.2 0.6 1.4
Past tobacco smoking 0.7 1.4 6.8 -0.1 1.2 0.9 -2.6 -0.4 -0.0 0.6
Alcohol usually taken with meals 2.6 4.2 8.2 2.7 0.6 -2.7 -0.5 2.3 2.9 0.8
Nervous feelings 1.5 2.8 6.0 -0.9 -2.4 -0.2 1.5 -2.0 -0.9 -2.5
Frequency of tenseness / restlessness in last 2 weeks 0.8 1.3 3.1 -0.4 -1.8 0.1 1.4 -1.2 -1.3 -0.6
Hearing difficulty/problems with background noise 0.7 1.2 4.6 -0.2 -0.5 1.0 0.1 -2.1 -0.6 -1.4
Hair/balding pattern: Pattern 2 1.6 2.1 5.8 1.3 -0.1 -2.4 1.9 0.2 0.1 -1.8
Had menopause 0.7 0.9 3.0 0.9 1.7 -0.4 -0.4 0.7 0.1 1.3
Had other major operations 0.7 0.8 2.2 0.5 -1.0 -0.8 1.5 0.6 0.1 -1.2
Forced vital capacity (FVC) 1.3 5.0 9.0 -2.5 -2.0 2.6 -2.3 -3.0 -1.9 -0.7
Heel bone mineral density (BMD) T-score, automated (right) 1.8 4.2 5.6 -2.1 -2.3 1.9 1.8 -2.1 -2.4 -1.5
Ever unenthusiastic/disinterested for a whole week 0.7 0.8 2.0 -0.5 -0.8 -0.1 0.8 -1.2 -1.4 -0.9
Qualifications: None of the above 0.7 1.4 3.4 -1.8 0.3 1.3 -0.6 -1.5 -1.4 -0.3
Financial difficulties in last 2 years 0.3 0.5 1.0 0.2 -0.8 0.1 -0.2 -1.0 -1.0 -0.7
Mouth/teeth dental problems 0.4 0.6 2.0 -0.6 0.1 -0.4 1.4 0.7 -0.0 -1.2
Heart attack 1.7 2.2 7.6 -1.0 -1.5 0.3 2.8 -0.2 -0.8 -2.0
Allergy 0.2 0.6 2.3 -0.0 -0.0 -1.2 -0.0 0.4 1.5 -0.1
Pain all over the body in last month 2.7 2.9 6.2 -1.7 -2.3 0.9 1.1 -1.9 -2.5 -0.9
Diabetes (self-reported) 1.9 3.0 7.9 0.7 2.6 0.7 -2.8 1.1 1.0 1.7
Hayfever/allergic rhinitis (self-reported) 5.1 6.7 11.0 -2.5 -1.4 2.4 2.4 -3.0 -2.6 -3.3
Medication: Ramipril 1.4 1.8 4.9 -1.1 -2.0 -0.2 2.2 0.3 -1.2 -0.9
Medication: Simvastatin 0.1 0.2 0.5 0.4 -0.6 -0.4 -0.7 -0.2 -0.3 0.2
Fluid intelligence score 1.5 3.2 5.9 2.0 -0.7 -2.2 1.9 2.4 1.8 0.2
Illnesses of siblings 0.4 0.5 1.7 -1.0 -1.3 0.4 0.7 -0.4 -0.3 -0.6
Neuroticism score 1.9 3.9 11.2 -1.2 -3.4 0.3 1.5 -2.4 -1.9 -1.7
Weight 1.1 5.2 25.5 -0.1 2.0 1.3 -5.0 -1.3 -0.7 1.8
Impedance of arm (right) 0.3 1.3 3.1 1.4 -0.2 -1.0 -1.3 0.8 1.8 0.6
Arm fat percentage (right) 2.5 9.8 18.1 3.4 4.3 -2.2 -3.5 2.5 2.7 2.8
Trunk fat-free mass 1.4 8.2 25.4 -1.8 -0.4 3.4 -5.0 -3.1 -2.4 1.4
Hip circumference 2.1 8.9 35.6 1.8 3.4 0.3 -6.0 0.5 1.2 3.1
Time employed in main current job 0.6 0.7 3.4 -0.2 -1.9 0.2 0.3 -0.6 -0.8 -0.7
Alcohol intake versus 10 years previously 0.2 0.4 1.0 1.0 -0.4 -0.3 0.6 0.5 0.7 -0.6
Father’s age at death 0.3 0.4 0.8 0.2 -0.8 -0.7 -0.5 -0.6 -0.2 -0.9
Worrier / anxious feelings 0.5 1.0 2.4 -0.8 -1.5 0.4 1.0 -1.2 -0.4 -1.0
Frequency of tiredness / lethargy in last 2 weeks 0.8 1.2 2.9 -0.8 -0.5 1.3 -1.0 -1.4 -1.7 -0.3
Falls in the last year 1.5 2.1 4.8 -0.8 -0.3 0.2 1.1 -2.2 -1.9 -2.0
Hair/balding pattern: Pattern 3 1.2 1.8 5.9 -2.4 0.3 0.9 1.3 -0.8 -1.7 -0.7
Number of live births 0.9 1.3 5.3 -0.2 2.3 0.1 0.0 1.3 1.4 0.5
Forced expiratory volume in 1-second (FEV1) 1.2 4.1 7.7 -2.2 -2.3 2.2 -1.6 -2.8 -1.5 -0.7
Pulse rate 0.7 1.1 3.0 0.4 0.2 -0.5 1.3 1.3 1.7 1.1
Happiness 0.8 0.9 2.0 -1.1 -0.2 1.2 -0.8 -1.4 -1.0 0.2
Noisy workplace 0.2 0.2 0.9 0.1 -0.3 0.2 0.4 -0.5 0.2 -0.9
Qualifications: A levels/AS levels or equivalent 1.2 2.7 7.6 2.8 -0.1 -1.2 -0.6 1.5 2.5 0.9
Serious illness, injury or assault of a close relative in last 2 years 0.5 0.6 1.4 1.2 -0.2 -0.7 0.9 1.2 0.3 0.1
Mouth/teeth dental problems: Dentures 1.8 3.1 9.0 -0.2 2.3 1.7 -3.0 -0.5 -0.8 1.8
Asthma 1.1 2.2 6.5 -0.6 0.6 2.6 -1.4 -0.9 -2.0 1.2
Medication: Ibuprofen (e.g. Nurofen) 0.3 0.4 1.5 0.4 -1.2 0.6 -0.1 -0.0 -0.8 0.3
Medication: Cholesterol lowering 1.2 1.9 5.2 -1.6 -0.7 1.5 -0.6 -1.2 -2.3 0.8
Depression (self-reported) 3.8 4.6 9.7 -0.8 -2.9 0.5 1.9 -3.1 -1.0 -2.9
Medication: Lansoprazole 0.1 0.2 0.6 0.1 0.2 0.4 -0.3 0.8 -0.4 0.2
Prospective memory result 0.2 0.2 0.5 -0.3 -0.6 0.7 0.4 -0.4 -0.7 -0.0
Lung cancer (father) 0.3 0.4 1.4 -0.8 -0.2 0.6 -0.4 0.2 -1.2 0.0
Illnesses of mother 0.3 0.4 1.4 -1.0 -0.2 0.6 -1.2 -0.5 -0.2 -0.1
Forced expiratory volume in 1-second (FEV1), Best measure 1.0 3.2 5.5 -2.1 -2.3 1.4 -1.3 -2.4 -1.5 -0.9
Pulse wave Arterial Stiffness index 1.0 1.2 4.2 -1.1 -1.0 -0.3 -0.7 -1.2 -2.1 0.1
Impedance of arm (left) 0.1 0.4 0.9 0.7 -0.5 -0.6 -0.8 0.2 1.0 0.2
Arm fat mass (right) 1.3 5.4 17.3 1.7 3.3 -0.5 -4.2 0.7 1.0 2.3
Trunk predicted mass 1.4 8.2 25.8 -1.8 -0.4 3.4 -5.1 -3.1 -2.3 1.4
Standing height 2.0 20.3 37.3 -4.2 -2.8 5.5 -6.1 -5.8 -3.9 0.0
Length of working week for main job 0.3 0.4 1.3 1.2 -0.7 0.2 -0.7 0.1 -0.1 0.1
Exposure to tobacco smoke at home 0.4 0.4 2.0 0.6 -0.3 -1.4 0.2 0.2 0.4 -0.4
Breastfed as a baby 1.5 1.8 4.5 1.5 0.6 -0.9 -1.4 1.2 1.3 2.1
Tense / ‘highly strung’ 2.7 4.5 8.5 -1.7 -2.9 2.7 0.3 -2.5 -2.5 -0.8
Seen doctor (GP) for nerves, anxiety, tension or depression 0.9 1.4 3.5 0.3 -1.0 -0.7 1.4 -1.1 -1.0 -1.9
Hair/balding pattern: Pattern 4 0.4 0.9 2.6 -0.4 -1.6 0.2 1.0 -1.2 -0.6 -0.8
Birth weight of first child 1.6 2.9 6.6 -2.1 -1.2 2.6 -1.4 -1.5 -1.9 -0.1
Peak expiratory flow (PEF) 2.5 5.7 11.9 -2.9 -3.5 1.4 1.1 -2.6 -2.4 -2.1
Pulse wave reflection index 0.6 0.8 3.3 -0.6 0.0 -0.3 -1.0 -0.7 -1.8 0.4
Ever highly irritable/argumentative for 2 days 1.5 1.8 4.1 -1.0 -1.9 0.8 0.0 -2.0 -1.3 -1.2
Loud music exposure frequency 0.9 1.0 1.7 -0.6 -1.3 0.7 -0.3 -1.2 -1.3 1.1
Qualifications: O levels/GCSEs or equivalent 0.2 0.3 0.9 0.9 -0.4 -0.6 0.5 0.3 0.2 -0.7
Mouth/teeth dental problems: Bleeding gums 0.4 0.6 1.9 0.6 -0.7 -1.4 0.6 -0.6 0.8 -0.1
Blood clot in the leg (DVT) 0.4 0.5 1.9 0.5 0.2 -0.6 0.8 -0.3 0.6 -1.4
Medication: Paracetamol 0.1 0.2 0.5 -0.3 -0.7 -0.1 -0.1 0.3 -0.1 0.6
Headache pain in last month 1.8 3.1 9.8 2.2 0.3 -3.1 -0.6 1.6 1.7 1.0
Medication for cholesterol, blood pressure or diabetes 0.6 1.0 3.2 0.2 1.8 0.6 -1.2 0.2 1.2 -0.1
Glaucoma (self-reported) 1.4 1.7 3.1 -0.7 1.2 1.7 -1.8 -0.3 0.9 1.7
Gout (self-reported) 4.0 5.5 12.2 -3.3 -1.3 3.5 -0.5 -2.8 -2.3 -0.8
Hypothyroidism/myxoedema (self-reported) 0.3 0.7 3.8 0.2 0.0 -0.2 -2.0 0.3 -0.2 0.8
Medication: Amlodipine 0.6 0.8 1.8 1.3 0.1 -1.1 1.2 1.0 0.0 0.2
Medication: Ventolin 100micrograms inhaler 0.2 0.3 1.2 0.5 0.4 0.2 0.1 -0.3 -0.6 -1.1
Birth weight 0.9 1.9 5.5 -1.6 -0.8 2.3 0.0 -1.2 -1.8 -0.3
Chronic bronchitis/emphysema (mother) 0.5 0.6 1.5 0.3 1.2 -0.2 -0.3 1.1 0.6 1.0
High blood pressure (siblings) 0.5 0.7 2.1 0.6 -0.3 -1.4 1.3 -0.0 -0.4 -0.7
Forced vital capacity (FVC), Best measure 1.0 3.7 6.1 -2.0 -1.8 1.8 -2.5 -2.5 -1.7 -0.5
Body fat percentage 1.2 4.7 12.2 2.1 3.5 -1.5 -2.8 1.3 1.5 1.6
Leg fat percentage (right) 1.7 6.3 13.8 3.0 3.7 -2.6 -1.5 2.3 2.1 1.5
Arm fat-free mass (right) 1.5 7.8 14.2 -2.5 -0.4 3.4 -3.8 -3.5 -3.1 0.5
Exposure to tobacco smoke outside home 0.3 0.4 1.3 0.8 0.0 -1.1 0.7 0.5 -0.5 -0.2
Comparative body size at age 10 0.2 0.4 1.7 0.6 0.0 -1.3 0.4 0.7 0.5 0.2
Number of full brothers 0.4 0.5 1.9 -0.3 0.0 0.6 -0.1 -0.2 -1.4 1.2
Worry too long after embarrassment 1.3 2.1 4.5 -0.7 -2.1 0.7 1.3 -1.7 -0.7 -2.0
Seen a psychiatrist for nerves, anxiety, tension or depression 0.8 1.0 2.2 -0.3 -0.7 -1.5 0.9 -1.4 -0.2 -1.2
Wheeze or whistling in the chest in last year 0.3 0.5 2.1 1.0 -0.1 0.1 -0.2 0.2 -1.5 0.8
Number of children fathered 1.1 1.2 4.6 -1.0 0.5 0.9 -0.7 0.4 -1.1 2.1
Reason for reducing amount of alcohol drunk: Health precaution 1.9 2.2 5.3 0.8 1.9 -2.0 0.3 1.1 2.3 0.7
Age at first live birth 0.7 1.3 2.5 -1.0 -1.6 0.0 1.3 -0.4 -1.0 -1.6
Pulse wave peak to peak time 0.8 0.9 3.3 1.0 1.0 0.6 -0.0 0.9 1.8 0.3
Health satisfaction 1.1 1.4 2.6 -1.1 -1.6 1.1 0.3 -1.3 -1.6 0.3
Shortness of breath walking on level ground 0.3 0.4 1.5 -0.1 0.7 1.2 -0.3 0.7 -0.4 0.1
Qualifications: College or University degree 1.0 3.2 8.1 1.9 -0.3 -2.8 1.5 0.3 2.8 -1.0
Eye problems/disorders: None of the above 0.2 0.2 0.7 -0.1 0.1 -0.7 -0.1 0.1 -0.9 0.5
Mouth/teeth dental problems: Loose teeth 4.7 5.6 12.3 -2.9 -0.9 2.4 1.3 -3.5 -2.5 -1.9
Emphysema/chronic bronchitis 3.9 4.4 7.8 2.6 2.6 -2.3 -0.8 2.8 1.5 1.3
Medication for pain relief, constipation, heartburn 0.5 0.9 2.1 0.4 1.4 -0.7 -1.0 0.4 1.3 0.7
Neck or shoulder pain in last month 0.2 0.3 1.3 0.1 -0.6 0.1 -1.1 -0.4 -0.5 0.0
Medication: Blood pressure 0.7 1.2 3.1 0.9 -1.2 -1.8 1.6 0.3 -0.7 -0.2
Angina (self-reported) 2.0 2.6 4.1 -1.5 -2.0 0.4 1.5 -1.8 -1.9 -1.6
Migraine (self-reported) 1.2 1.5 2.2 1.3 0.5 -1.2 -1.5 1.1 1.1 1.5
Medication: Ibuprofen 0.7 0.8 3.0 0.1 -1.7 0.4 0.1 -0.6 -1.4 -0.2
Medication: Allopurinol 2.6 3.4 8.2 -2.3 -0.9 2.9 -1.3 -2.2 -1.6 -0.8
Medication: Omeprazole 0.2 0.2 0.4 0.3 -0.2 -0.6 -0.7 0.3 0.5 -0.3
Medication: Seretide 50 evohaler 1.4 1.6 3.7 -1.7 0.1 1.9 -0.1 0.4 -1.7 1.3
Mean time to correctly identify matches 0.5 0.9 1.9 1.0 0.6 -1.1 -0.2 1.2 1.4 0.7
Heart disease (mother) 0.4 0.5 2.5 0.3 -0.5 -0.7 1.6 0.3 -0.0 -0.1
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.3 0.4 0.8 0.4 0.2 0.9 0.8 0.4 -0.8 0.5
Whole body fat mass 1.1 4.4 15.8 1.3 3.0 -0.3 -4.0 0.3 0.6 1.9
Leg fat mass (right) 1.1 4.2 11.2 1.7 3.1 -0.5 -3.4 0.8 0.7 1.9
Arm predicted mass (right) 1.5 7.9 15.5 -2.5 -0.2 3.5 -3.9 -3.5 -3.0 0.5
Pulse rate, automated reading 0.9 3.1 10.3 1.4 1.6 -0.4 -0.3 1.7 3.2 1.8
Alcohol intake frequency. 0.5 1.1 4.4 0.6 -0.0 -0.5 -2.1 -0.3 -1.5 0.6
Comparative height size at age 10 3.0 16.7 23.0 -4.5 -3.3 4.8 -4.6 -4.7 -4.4 0.3
Number of full sisters 0.5 0.6 2.9 -0.5 -0.2 -0.9 1.7 0.3 -0.1 -0.7
Suffer from ‘nerves’ 2.1 3.3 6.7 -1.2 -2.6 0.7 1.4 -2.4 -1.3 -2.3
Overall health rating 1.0 2.2 5.0 -1.2 -1.7 1.2 0.3 -2.2 -2.1 -0.6
Chest pain or discomfort 1.0 1.5 4.8 0.0 0.1 1.5 -0.9 -0.8 -2.2 1.4
Had major operations 0.9 1.0 3.8 0.5 0.5 0.7 -2.0 0.8 -0.4 1.3
Age at last live birth 0.7 0.9 1.9 -1.2 -1.3 0.1 1.0 -0.4 -0.7 -1.4
Family relationship satisfaction 1.8 2.2 4.8 -1.8 -1.4 0.7 0.7 -2.2 -1.4 -1.5
Leg pain on walking 0.2 0.3 1.4 0.2 -1.2 0.2 0.6 0.0 0.3 -0.3
Qualifications: NVQ or HND or HNC or equivalent 2.2 2.7 4.8 1.6 1.6 -1.1 -1.3 2.2 1.2 2.1
Commuting to job workplace: Car/motor vehicle 0.8 1.0 2.8 0.8 1.6 -0.6 0.1 1.7 0.4 0.6
Illness, injury, bereavement, stress in last 2 years 1.2 1.4 3.4 -0.7 1.5 1.2 -1.8 0.4 -0.8 1.3
Medication: Aspirin 0.9 1.2 3.9 -0.2 -0.8 0.1 1.7 -0.7 -0.8 -2.0
Supplements: Vitamin C 2.4 2.9 6.2 -2.5 -0.3 2.1 0.5 -2.0 -1.9 -1.3
Knee pain experienced in last month 0.2 0.3 0.7 0.6 0.6 -0.5 0.2 0.9 -0.0 0.3
Hypertension (Self-reported) 0.4 1.0 1.9 1.4 -1.1 -0.6 1.4 0.2 -1.2 -0.5
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 0.2 0.2 0.6 0.1 0.7 -0.1 -0.0 0.5 0.8 0.1
Illnesses of father: Heart disease 0.4 0.6 1.4 -0.9 -0.6 1.0 1.2 -0.4 -0.7 -0.2
Illnesses of siblings: Diabetes 2.1 2.6 7.8 1.3 1.8 -0.0 -2.8 1.2 0.2 2.0
Smoking status: Previous 0.5 0.7 3.3 -0.1 -0.5 -0.8 1.8 0.4 0.4 -0.5
Forced expiratory volume in 1-second (FEV1), predicted 2.8 5.9 11.6 -1.7 -2.7 3.3 -1.6 -3.4 -2.1 -1.0
Whole body fat-free mass 1.4 8.2 26.5 -1.8 0.1 3.3 -5.1 -2.9 -2.4 1.6
Leg fat-free mass (right) 1.5 7.9 28.2 -1.4 0.8 3.1 -5.3 -2.4 -2.0 2.3
Arm fat percentage (left) 2.0 7.8 15.6 3.0 4.0 -1.9 -3.3 2.0 2.2 2.5
Average weekly red wine intake 0.3 0.5 2.0 0.3 -1.4 0.0 0.5 -0.6 -0.2 -0.8
Handedness (chirality/laterality): Left-handed 0.9 1.1 2.5 -0.3 1.0 -0.7 0.9 -0.5 1.6 -1.6
Mood swings 0.2 0.4 1.9 -0.3 -0.5 -0.3 -0.0 -0.6 -1.4 0.7
Loneliness, isolation 1.4 1.9 3.2 -0.7 -1.7 -0.1 1.4 -1.6 -1.5 -1.8
Long-standing illness, disability or infirmity 0.4 0.6 2.2 0.7 -1.5 -0.1 -0.4 -0.3 -1.3 0.1
Ever had bowel cancer screening 1.0 1.1 2.2 -1.5 0.5 1.1 0.6 -1.3 -0.5 -1.3
Diabetes diagnosed by doctor 1.6 2.7 7.5 0.9 2.4 -0.3 -2.7 1.1 1.1 1.4
Ever had stillbirth, spontaneous miscarriage or termination 2.5 2.6 6.2 1.7 0.8 -2.3 0.5 2.5 1.2 1.2
Friendships satisfaction 0.2 0.2 0.6 -0.5 -0.0 -0.1 -0.1 -0.8 0.7 -0.5
Qualifications: nursing, teaching 0.6 1.0 3.8 2.0 0.6 -0.7 -0.6 0.5 0.9 0.8
Commuting to job workplace: Walk 1.1 1.2 4.1 0.3 -0.4 0.9 -1.8 0.3 -0.2 2.0
Eye problems/disorders: Cataract 0.2 0.3 1.2 0.2 0.1 0.2 1.1 0.2 -0.0 -0.7
Mouth/teeth dental problems: Mouth ulcers 0.9 1.4 5.5 0.1 -2.3 -1.4 1.1 -0.4 0.3 -1.1
Medication for cholesterol 0.5 0.7 1.9 -1.2 1.4 -0.3 -0.3 -0.3 0.9 -0.8
Medication: Laxatives (e.g. Dulcolax, Senokot) 1.2 1.4 5.0 -1.6 -0.3 0.2 0.7 -1.0 -2.2 -0.8
Back pain experienced in last month 0.4 0.6 2.0 0.6 0.2 0.6 -1.4 -0.7 -1.1 0.2
Mineral and other dietary supplements 0.2 0.3 0.7 -0.3 0.1 0.8 -0.4 -0.0 0.6 0.7
Breast cancer (self-reported) 0.8 0.9 2.1 0.5 1.4 -0.5 -0.9 1.2 0.7 1.1
Asthma (self-reported) 1.0 2.0 6.0 -0.6 0.5 2.4 -1.3 -0.8 -1.9 1.2
Osteoporosis (self-reported) 0.8 0.9 2.0 1.4 1.1 -1.3 0.7 1.0 0.3 0.1
Osteoarthritis (self-reported) 2.8 3.6 9.0 -2.3 -1.3 1.6 0.9 -2.1 -3.0 -1.0
Medication: Aspirin 1.0 1.3 3.8 -0.3 -0.4 0.1 1.8 -0.8 -1.0 -2.0
Medication: Gliclazide 0.6 0.7 2.7 -0.8 1.1 0.4 -1.6 -0.5 -0.2 -0.1
Illnesses of father: None of the above (group 1) 0.2 0.2 0.6 -0.3 0.5 0.8 -0.5 -0.2 0.4 -0.6
Smoking status: Current 1.2 2.0 6.2 -1.0 -0.4 2.3 0.4 -0.2 -2.5 1.0
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.3 0.5 1.5 -0.3 -0.0 0.4 -1.2 0.7 -0.2 1.2
Whole body water mass 1.4 8.0 27.4 -1.7 0.1 3.2 -5.2 -2.8 -2.2 1.7
Leg predicted mass (right) 1.5 8.0 28.4 -1.4 0.8 3.1 -5.3 -2.4 -2.1 2.2
Arm fat mass (left) 1.3 5.5 16.9 1.8 3.3 -0.6 -4.1 0.8 1.1 2.2
Number of self-reported non-cancer illnesses 0.8 1.3 3.6 -0.1 -1.9 0.1 0.5 -1.5 -1.6 -0.8
Average weekly champagne plus white wine intake 0.4 0.6 2.7 0.1 0.6 -0.2 0.2 0.9 1.7 0.5
Miserableness 1.1 1.9 4.7 -0.5 -2.2 -0.5 1.5 -1.5 -1.5 -1.2
Guilty feelings 2.3 3.5 8.6 -1.5 -2.3 -0.1 2.9 -1.4 -0.8 -2.4
Wears glasses or contact lenses 1.3 1.5 3.3 1.4 1.8 -1.4 -0.9 1.4 0.6 0.5
Ever taken oral contraceptive pill 0.8 0.9 1.8 0.9 0.7 -1.4 0.3 1.3 1.1 -0.3
Hearing aid user 0.6 0.6 2.3 -0.2 0.9 0.9 -1.5 -0.4 -0.5 0.2
Mother’s age at death 2.3 2.9 8.9 0.6 2.2 0.6 -3.0 0.5 0.6 2.2
Financial situation satisfaction 0.4 0.5 1.1 -0.7 -1.0 0.2 -0.4 -1.1 -0.3 -0.8
Tinnitus: Yes, now most or all of the time 0.4 0.5 1.3 -0.4 0.6 1.2 -0.7 -0.4 -0.6 0.6
Commuting to job workplace: Public transport 0.7 0.9 3.0 0.9 0.6 -0.7 -1.7 0.4 0.9 0.6
Eye problems/disorders: Glaucoma 1.1 1.3 2.5 0.4 1.5 0.3 -1.0 1.0 1.5 1.6
Medication: Blood pressure 0.8 1.5 5.6 2.4 0.1 -0.7 0.7 1.8 0.2 0.7
Pain type(s) experienced in last month: Hip pain 0.9 1.1 3.0 1.7 -0.3 -1.1 0.6 1.7 0.2 0.4
Supplements: Fish oil (including cod liver oil) 0.5 0.7 1.6 -0.2 -0.4 1.3 -0.5 -1.0 -1.2 -0.4
High cholesterol (Self-reported) 0.3 0.5 1.4 -0.3 -1.2 -0.1 0.6 -0.2 -1.2 0.2
Medication: Bendroflumethiazide 0.4 0.7 1.5 1.2 -0.3 -0.6 1.2 1.0 -0.3 0.4
Medication: Paracetamol 0.2 0.2 0.5 -0.7 -0.7 0.1 0.0 0.0 -0.6 0.5
Medication: Lisinopril 0.4 0.5 1.1 1.0 0.7 -0.8 1.0 0.7 0.0 0.2
Medication: Atorvastatin 0.6 0.8 3.0 -1.2 -0.2 1.7 0.6 -0.3 -0.6 0.4
Illnesses of father: High blood pressure 1.2 1.5 3.6 1.5 -0.2 -1.9 1.9 1.1 -0.4 -0.1
Alcohol drinker status: Never 0.8 1.0 4.2 -0.3 -0.5 -1.2 0.1 -0.7 -2.0 -0.5
Ever smoked 1.6 2.8 11.4 0.4 -2.1 -1.4 3.4 1.1 0.1 -0.4
Basal metabolic rate 1.3 7.4 27.7 -1.4 0.6 2.9 -5.3 -2.5 -2.0 1.8
Leg fat percentage (left) 1.8 6.5 15.1 3.1 3.9 -2.8 -1.3 2.4 2.1 1.3
Arm fat-free mass (left) 1.3 6.6 15.4 -2.1 -0.0 3.3 -3.9 -3.1 -2.4 0.6
Number of operations (self-reported) 0.2 0.3 1.3 0.1 -0.3 0.6 -0.3 -0.1 -1.2 -0.3
Average weekly beer plus cider intake 1.2 1.7 4.8 -0.9 2.2 1.9 0.4 0.5 -1.2 0.6
Irritability 2.9 4.9 14.6 -1.7 -2.9 0.6 0.7 -2.5 -3.8 -1.1
Risk taking 1.0 1.5 4.8 -0.4 -1.4 0.1 1.2 -1.3 -0.4 -2.2
Ever had prostate specific antigen (PSA) test 0.8 1.0 2.8 -0.2 1.7 -1.3 0.6 0.7 1.0 0.6
Fractured/broken bones in last 5 years 3.2 4.2 7.7 -2.0 -1.8 2.0 1.1 -2.8 -1.4 -2.6
Age started oral contraceptive pill 1.7 2.1 4.9 2.1 1.1 -1.4 0.2 1.4 2.2 0.0
Diastolic blood pressure, automated reading 0.4 1.1 4.1 0.3 0.0 0.8 2.0 -1.2 -1.2 -0.4
Ever depressed for a whole week 1.5 1.8 4.7 -0.7 -0.8 -0.1 1.4 -2.0 -0.9 -2.2
Unable to work because of sickness or disability 1.3 1.7 4.3 -1.5 -1.4 0.4 0.2 -1.4 -2.1 -0.8
Commuting to job workplace: Cycle 0.4 0.5 1.7 1.3 -0.1 -0.2 -0.4 -0.0 1.2 -0.2
Myopia 0.3 0.4 1.4 0.2 0.5 -0.2 -1.1 -0.2 0.3 1.2
Vascular/heart problems diagnosed by doctor 0.5 1.3 4.7 -1.1 0.9 0.3 -2.2 -0.4 1.3 0.6
Cholesterol lowering medication 0.5 0.7 1.8 -0.1 -1.3 -0.5 0.7 -0.9 -0.0 -1.3
Medication: Omeprazole (e.g. Zanprol) 0.6 0.7 1.5 0.4 0.8 -1.2 -0.5 0.8 1.2 0.4
Pain experienced in last month 0.3 0.6 1.5 -0.6 0.6 1.2 -0.9 -0.7 -0.6 0.3
Supplements: Calcium 0.4 0.5 1.3 -0.6 -0.4 0.2 0.7 -0.2 -1.1 -0.9
Basal cell carcinoma (self-reported) 0.9 1.1 3.0 -0.4 -0.3 -1.3 1.7 -0.5 -0.6 -1.5
Heart attack/myocardial infarction (self-reported) 2.1 2.7 8.9 -0.9 -1.8 0.1 3.0 -0.3 -0.9 -2.2
Deep venous thrombosis (DVT) (self-reported) 0.6 0.7 2.1 0.7 0.3 -1.0 0.8 0.1 0.9 -1.4
Heart disease (siblings) 0.4 0.5 1.8 -0.4 0.2 1.3 -0.4 -0.3 -1.0 0.4
Alcohol drinker status: Previous 0.4 0.5 1.1 0.1 -1.0 0.7 -0.9 0.8 -0.2 0.6
Pack years of smoking 0.5 0.7 1.6 -0.9 1.0 1.3 0.1 0.3 1.0 0.5
Impedance of whole body 0.2 0.8 2.5 -0.1 -1.2 -0.5 1.1 -0.5 0.3 -1.6
Leg fat mass (left) 1.1 4.2 11.4 1.8 3.4 -0.7 -3.1 0.9 0.7 1.8
Arm predicted mass (left) 1.2 6.3 17.7 -1.7 0.2 3.1 -4.2 -2.6 -2.2 1.1