Hub : Genes

PWP1

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 Tibial 0.0698 0.0295 0.00650 0.095 NA 0.078 NA 0.093 7.4e-08 NA 1.0e-06 NA 8.9e-08
2 GTEx Cells Transformed fibroblasts 0.1610 0.0630 0.00490 0.028 NA 0.044 NA 0.027 3.3e-03 NA 3.2e-04 NA 4.0e-03
3 NTR Blood 0.0196 0.0074 0.00049 0.019 0.007 0.016 0.01 0.017 7.9e-07 2.0e-03 3.4e-06 2.1e-04 2.8e-06
4 YFS Blood 0.1276 0.0233 0.00000 0.121 0.117 0.147 0.14 0.147 2.1e-37 2.5e-36 8.7e-46 1.6e-43 1.3e-45
5 TCGA Brain Lower Grade Glioma 0.0728 0.0416 0.00130 0.029 0.012 0.014 NA 0.015 2.7e-04 1.4e-02 8.6e-03 NA 7.0e-03
6 TCGA Prostate Adenocarcinoma 0.0639 0.0307 0.00071 0.016 0.024 0.035 NA 0.026 8.1e-03 1.4e-03 1.4e-04 NA 8.9e-04
7 TCGA Thyroid Carcinoma 0.0490 0.0260 0.00064 0.034 0.023 0.032 NA 0.036 2.9e-04 2.3e-03 4.3e-04 NA 1.9e-04

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6 7
Bipolar Disorder (2018) 0.4 0.6 1.1 0.6 0.6 0.8 0.9 0.8 0.0 1.0
Bipolar Disorder or Schizophrenia 0.1 0.2 0.9 -0.0 1.0 0.1 -0.3 0.2 0.1 0.1
Depressed Affect (Nagel 2018) 0.2 0.5 1.3 0.0 0.8 -0.9 -0.4 -1.1 0.3 -0.6
Depression (Nagel 2018) 0.2 0.3 1.5 0.4 -0.4 0.1 0.2 -0.4 -1.2 0.2
Intelligence (Savage-Jansen 2018) 0.5 1.6 3.2 0.9 -0.7 1.8 0.7 1.3 -1.5 1.6
Neuroticism (Nagel 2018) 0.9 2.1 3.1 -1.2 1.1 -1.7 -1.6 -1.8 0.8 -1.7
Schizophrenia (2018) 0.2 0.4 1.3 -0.5 0.7 -0.4 -1.1 -0.4 0.0 -0.8
Schizophrenia vs Biploar Disorder 0.9 1.2 2.9 1.0 -1.7 1.4 0.5 1.3 -0.1 0.9
Worry (Nagel 2018) 1.5 3.2 5.2 -1.7 1.5 -2.0 -2.0 -2.3 1.1 -1.8
Alzheimer’s Disease (in mother) 1.5 1.8 6.0 0.7 2.2 0.7 0.1 0.4 -2.4 0.4
Alzheimer’s Disease (in father) 2.2 2.4 4.6 -1.9 0.7 -1.6 -2.1 -1.3 -0.5 -1.8
Alzheimer’s Disease (including proxy) 1.2 1.7 7.0 -0.1 1.9 -0.1 -0.8 -0.1 -2.7 -0.5
Crohns Disease (2017) 0.7 1.6 4.5 1.2 -0.1 0.8 1.4 1.0 2.1 1.2
Irritable Bowel Disease (IBD) 0.6 1.4 9.1 -0.3 -0.1 -0.8 0.4 -0.4 3.0 -0.0
Ulcerative Colitis (UC) 1.5 2.8 5.7 -1.8 -0.3 -2.1 -0.9 -1.8 2.4 -1.4
Major Depression (MDD) 0.5 0.6 1.8 -0.4 0.3 -1.1 -0.7 -0.6 -0.1 -1.4
Reaction Time 0.5 0.9 1.7 1.2 1.0 1.0 0.3 1.3 -0.7 0.7
Verbal and Numeric Reasoning (VNR) 0.9 2.1 4.4 1.3 -0.5 2.1 1.1 1.7 -0.8 1.8
Breast Cancer 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Ovarian Cancer 1.3 1.8 2.5 1.0 -1.5 1.6 0.7 1.5 -1.6 1.3
Prostate Cancer 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Age at First Birth 0.6 0.9 3.2 1.0 0.5 0.7 0.8 0.9 -1.8 0.5
Bipolar Disorder (2011) 0.2 0.2 0.5 0.1 -0.7 0.5 -0.0 0.2 -0.6 0.5
Body Mass Index (BMI) (2010) 0.5 0.7 1.3 0.8 -1.0 0.6 1.2 0.4 -0.9 0.8
Coronary Artery Disease (CAD) 0.4 0.5 1.3 0.2 -1.0 0.2 1.2 0.1 0.7 0.6
Crohns Disease (2012) 0.2 0.3 1.6 0.3 0.5 -0.2 0.4 0.4 1.3 0.0
Mean Putamen Volume 0.6 0.7 1.2 0.8 -0.8 0.8 1.0 0.7 0.5 1.1
Fasting Glucose 1.1 1.3 2.5 1.4 -0.3 1.4 0.9 1.6 1.1 0.6
HbA1C 0.4 0.4 1.6 -0.8 -0.3 -0.2 -0.3 -0.7 -1.2 0.3
HDL Cholesterol 0.9 1.5 4.5 -0.8 -0.8 -1.1 -1.2 -0.7 2.1 -1.1
LDL Cholesterol 0.5 0.8 2.6 0.1 1.6 -0.8 0.0 -0.8 -0.8 -0.8
Lupus 1.0 1.5 2.8 -1.7 1.1 -1.4 -1.0 -1.2 0.7 -1.1
Neuroticism (2016) 0.1 0.1 0.4 -0.2 -0.1 -0.5 -0.3 -0.3 0.1 -0.6
Primary Biliary Cirrhosis 0.5 0.7 2.0 0.7 1.4 0.5 1.2 0.4 -0.2 0.7
Rheumatoid Arthritis 0.8 1.1 3.2 0.7 -0.2 0.9 1.8 0.9 0.8 1.3
Schizophrenia (2014) 0.3 0.6 1.1 -0.9 0.3 -0.5 -1.1 -0.6 -1.1 -0.7
Triglycerides 0.1 0.1 0.7 0.4 0.1 0.2 0.2 0.2 -0.8 0.2
Type 2 Diabetes (T2D) (2012) 1.0 1.2 2.2 -1.2 -1.3 -1.2 -0.7 -1.5 -0.0 -1.1
Ulcerative Colitis 2.5 3.6 6.1 -2.3 0.2 -2.5 -1.1 -2.1 2.2 -1.8
Blood Eosinophil Count 0.1 0.9 3.3 0.3 1.2 0.6 0.4 0.7 1.8 0.6
Blood Platelet Count 0.0 0.2 0.9 -0.4 -0.0 -0.2 -0.1 0.1 -1.0 -0.2
Blood Red Count 0.0 0.4 1.7 0.1 -0.0 0.4 0.6 0.1 -1.3 0.7
Blood White Count 0.8 5.8 8.3 2.1 -2.0 2.9 2.7 2.8 -0.7 2.8
Heel T-Score 0.3 2.5 4.7 -2.2 0.5 -1.6 -2.1 -1.5 0.7 -1.6
BMI 0.8 4.6 13.3 -1.9 0.2 -2.5 -1.0 -2.0 3.6 -2.0
Height 0.9 17.8 29.3 -3.5 3.2 -5.4 -2.6 -4.6 4.6 -4.9
Waist Hip Ratio (WHR) 0.0 0.0 0.0 -0.2 0.1 -0.0 -0.2 0.0 -0.1 -0.1
Systolic Blood Pressure 0.1 0.5 2.6 -0.4 -0.5 -0.4 0.2 -0.4 1.6 -0.2
Smoking Status 0.3 0.7 1.3 -0.7 0.0 -0.9 -0.8 -0.9 1.1 -0.9
Allergy or Eczema 0.1 0.3 0.8 0.7 0.2 0.4 0.5 0.5 0.9 0.5
Cardiovascular Disease 1.7 5.7 10.4 -2.3 0.3 -2.8 -3.2 -2.6 -0.2 -3.1
Hypothyroidism (self reported) 0.3 0.8 2.6 0.7 0.2 0.7 1.6 -0.3 0.3 1.3
Respiratory disease 0.6 1.3 2.8 1.4 -0.1 0.7 1.3 1.2 1.7 0.7
Type 2 Diabetes (T2D) (2018) 0.5 0.9 5.2 0.8 -0.1 0.5 0.2 0.2 2.3 0.5
Lung FEV1/FVC ratio 0.3 1.3 5.5 1.0 -1.5 0.7 0.2 0.5 -2.3 0.4
Lung FVC 0.3 1.6 4.0 -0.9 1.8 -0.9 -2.0 -0.8 0.0 -1.2
Neuroticism 1.4 3.4 5.9 -1.6 1.2 -2.3 -1.8 -2.4 1.1 -2.0
Chronotype (morning person) 0.2 0.5 1.5 -0.4 -0.9 -0.8 0.4 -1.2 0.3 -0.3
Hair Pigment 0.1 3.3 6.4 -1.5 1.7 -2.5 -0.8 -1.8 1.4 -2.4
Tanning 0.1 1.4 2.0 -0.9 0.9 -1.4 -1.1 -1.4 1.1 -1.3
Hand grip strength (left) 0.3 0.7 1.2 -1.0 0.1 -1.0 -0.5 -0.8 1.1 -0.9
Number of treatments/medications taken 1.2 2.2 4.2 -1.2 0.3 -1.9 -1.6 -1.9 0.4 -2.1
Average weekly spirits intake 0.4 0.5 1.7 -0.4 1.3 -0.5 -0.4 -0.5 0.4 -0.7
Sensitivity / hurt feelings 0.1 0.1 0.3 -0.4 -0.1 -0.6 0.0 -0.2 -0.4 -0.5
Frequency of depressed mood in last 2 weeks 0.4 0.5 2.3 0.1 0.6 -0.1 -0.7 -0.4 -1.5 -0.3
Hearing difficulty/problems: Yes 0.1 0.2 0.9 0.3 -0.3 0.1 0.2 0.2 -0.9 -0.2
Relative age of first facial hair 0.1 0.2 0.7 0.6 0.3 0.1 0.8 0.3 -0.7 0.0
Other serious medical condition/disability diagnosed by doctor 0.6 0.8 3.7 0.4 0.9 0.5 0.2 0.8 1.9 0.3
Ever used hormone-replacement therapy (HRT) 0.5 0.7 1.3 0.7 1.1 0.3 1.0 0.6 1.1 0.6
Ever had hysterectomy (womb removed) 1.1 1.2 1.9 -1.4 1.1 -0.9 -1.3 -0.8 1.1 -0.9
Systolic blood pressure, automated reading 0.4 1.2 4.3 0.2 -2.1 -0.1 0.7 -0.3 1.9 0.2
Eye problems/disorders: Diabetes related eye disease 1.8 2.0 3.8 -1.0 1.7 -1.1 -1.9 -1.6 -0.9 -1.3
Angina 0.0 0.0 0.2 -0.2 0.1 -0.2 0.0 -0.5 0.0 -0.1
Medication for hormone replacement therapy 0.3 0.3 0.7 0.7 0.9 0.5 0.3 0.7 0.1 0.5
Vitamin and mineral supplements 2.9 3.9 5.6 2.0 -1.0 2.4 1.6 2.0 -2.3 2.2
Supplements: Zinc 0.9 0.9 2.3 -0.4 1.0 -1.2 -1.0 -0.8 -0.3 -1.5
Medication: Co-codamol 0.6 0.7 1.1 1.0 0.9 0.9 0.5 1.0 0.5 0.8
Medication: Metformin 0.4 0.5 1.0 -0.7 0.1 -0.6 -0.9 -0.9 1.0 -0.5
Diabetes (father) 0.0 0.0 0.1 0.0 0.0 -0.2 0.1 -0.3 0.3 -0.1
Diabetes (mother) 0.8 1.0 1.7 -1.2 0.8 -1.3 -0.5 -1.2 0.3 -1.2
Severe depression (siblings) 0.1 0.1 0.4 0.6 -0.5 0.1 0.1 -0.1 -0.5 -0.1
Pack years adult smoking proportion 0.2 0.3 0.5 0.6 0.6 0.6 0.4 0.5 0.1 0.7
Impedance of leg (right) 0.1 0.6 1.3 1.2 0.2 0.7 1.1 0.8 -0.1 0.7
Leg fat-free mass (left) 1.1 5.9 12.9 -2.1 1.6 -2.9 -1.5 -2.2 3.6 -2.5
Trunk fat percentage 2.9 11.5 27.0 -2.5 1.9 -4.1 -1.6 -3.5 5.2 -3.5
Hand grip strength (right) 0.4 1.2 1.9 -1.4 0.8 -1.3 -0.8 -1.3 0.8 -1.1
Townsend deprivation index at recruitment 3.2 4.5 7.1 2.4 -2.2 2.7 1.3 2.4 -0.4 2.5
Current tobacco smoking 0.1 0.1 0.3 0.1 0.5 -0.0 0.3 -0.1 0.5 0.1
Average weekly fortified wine intake 2.4 2.8 11.1 1.2 -0.2 1.6 0.8 1.5 -3.3 1.3
Maternal smoking around birth 0.8 1.1 1.8 -1.2 -0.5 -1.2 -1.3 -1.3 0.5 -1.2
Fed-up feelings 0.5 1.0 1.5 -0.4 1.2 -1.2 -0.9 -1.2 0.4 -1.2
Frequency of unenthusiasm / disinterest in last 2 weeks 0.3 0.4 2.0 0.1 -1.4 -0.1 0.0 -0.4 -0.7 0.0
Relative age voice broke 0.3 0.4 1.0 -1.0 -0.0 -0.8 -0.7 -0.5 0.4 -0.8
Taking other prescription medications 0.2 0.3 0.9 0.3 -0.1 -0.4 0.0 -0.9 0.9 -0.3
Age when periods started (menarche) 1.4 3.3 9.3 1.6 -1.4 1.1 3.1 1.5 1.9 1.6
Bilateral oophorectomy (both ovaries removed) 0.3 0.3 1.0 0.4 0.7 0.3 0.2 0.5 1.0 0.3
Heel bone mineral density (BMD) T-score, automated (left) 0.6 1.3 4.1 -0.3 0.2 -1.2 -0.9 -0.9 2.0 -1.3
Tinnitus: Yes, but not now, but have in the past 0.4 0.4 1.7 0.2 0.7 -0.3 -0.3 -0.3 -1.3 -0.5
Qualifications: CSEs or equivalent 0.9 1.2 2.6 -1.2 1.6 -1.1 -0.8 -1.0 1.0 -0.8
Serious illness, injury or assault to yourself 3.5 4.2 9.4 -2.1 3.1 -2.0 -1.6 -1.9 1.5 -1.8
High blood pressure 1.3 3.7 6.4 -1.8 0.0 -2.5 -2.1 -2.2 0.5 -2.5
Hayfever, allergic rhinitis or eczema 0.1 0.2 0.7 0.2 0.8 -0.1 -0.1 0.3 0.8 -0.1
Multivitamins +/- minerals 1.6 2.0 3.5 -1.4 0.7 -1.9 -1.0 -1.4 1.5 -1.7
Stomach or abdominal pain in last month 1.5 1.9 2.8 1.7 1.2 1.5 1.4 1.5 -0.3 1.5
Supplements: Glucosamine 0.2 0.3 1.0 -1.0 0.4 0.0 0.3 -0.1 0.8 0.4
Diverticular disease/diverticulitis (self-reported) 0.6 0.7 1.2 -1.1 -0.0 -1.1 -0.7 -0.9 0.4 -0.9
Medication: Atenolol 1.5 1.8 3.3 -1.4 -0.3 -1.6 -1.6 -1.4 0.3 -1.8
Medication: Levothyroxine sodium 0.1 0.2 0.4 0.6 -0.6 0.3 0.4 -0.3 -0.5 0.4
Sitting height 0.3 2.4 3.5 -1.7 0.3 -1.8 -1.3 -1.4 1.9 -1.7
Chronic bronchitis/emphysema (father) 0.5 0.6 1.2 -0.8 0.4 -0.8 -1.1 -0.7 0.8 -0.8
High blood pressure (mother) 0.9 1.2 5.0 -0.6 2.2 -1.0 -0.6 -0.8 0.5 -1.0
Body mass index (BMI) 0.9 3.8 8.8 -1.4 0.4 -2.4 -1.1 -2.2 3.0 -2.0
Impedance of leg (left) 0.1 0.3 0.9 0.6 0.9 0.1 0.8 0.3 0.4 0.2
Leg predicted mass (left) 1.1 5.7 12.1 -2.0 1.6 -2.8 -1.5 -2.2 3.5 -2.5
Trunk fat mass 3.0 13.0 27.2 -2.8 1.9 -4.4 -1.9 -3.8 5.2 -3.8
Waist circumference 0.9 3.3 10.9 -1.1 0.7 -2.1 -0.6 -1.8 3.3 -1.6
Number of incorrect matches in round 1.0 1.7 3.6 -1.3 0.1 -1.7 -1.1 -1.9 -0.1 -1.6
Past tobacco smoking 0.6 1.0 1.8 0.8 -0.2 0.9 1.3 1.1 -1.3 1.1
Alcohol usually taken with meals 2.3 3.8 6.3 -2.5 1.8 -2.0 -2.2 -2.1 0.8 -1.8
Nervous feelings 0.1 0.2 0.6 0.1 0.3 -0.3 -0.8 -0.5 0.2 -0.5
Frequency of tenseness / restlessness in last 2 weeks 0.2 0.3 1.3 -0.1 1.1 -0.3 -0.9 -0.2 0.0 -0.5
Hearing difficulty/problems with background noise 1.0 1.6 2.8 -1.1 0.7 -1.5 -1.3 -1.4 0.6 -1.7
Hair/balding pattern: Pattern 2 0.8 1.0 1.5 0.6 -0.9 1.1 0.6 1.1 1.2 1.2
Had menopause 0.8 1.0 4.6 0.8 -2.1 0.8 0.7 0.3 -0.2 0.8
Had other major operations 2.9 3.6 4.5 -2.1 1.7 -2.1 -1.7 -1.8 1.8 -2.0
Forced vital capacity (FVC) 0.6 2.3 6.3 -1.2 2.5 -1.4 -1.6 -0.9 0.6 -1.6
Heel bone mineral density (BMD) T-score, automated (right) 0.6 1.4 3.4 -1.0 -0.3 -1.2 -1.8 -1.3 0.3 -1.5
Ever unenthusiastic/disinterested for a whole week 0.3 0.4 1.2 0.5 -1.1 0.3 0.8 0.1 0.3 0.4
Qualifications: None of the above 1.7 3.6 6.7 2.2 -2.6 1.8 2.2 1.7 0.1 1.8
Financial difficulties in last 2 years 0.1 0.2 0.8 -0.3 -0.4 0.1 -0.2 0.3 -0.9 0.1
Mouth/teeth dental problems 0.4 0.7 1.3 -0.7 0.7 -0.9 -1.1 -0.5 0.2 -1.1
Heart attack 0.1 0.1 0.2 -0.4 -0.3 -0.2 -0.2 -0.3 -0.1 -0.2
Allergy 0.1 0.3 1.4 -0.2 -0.7 0.4 -0.2 0.0 -1.2 0.2
Pain all over the body in last month 0.1 0.1 0.4 -0.0 0.6 0.2 -0.3 0.1 -0.5 0.1
Diabetes (self-reported) 0.3 0.5 2.7 0.2 -0.6 0.1 -0.2 -0.4 1.6 0.2
Hayfever/allergic rhinitis (self-reported) 0.0 0.1 0.1 -0.0 0.2 0.2 -0.1 0.4 0.4 0.3
Medication: Ramipril 0.3 0.4 1.0 1.0 -0.4 0.7 -0.0 0.9 -0.0 0.4
Medication: Simvastatin 0.1 0.1 0.3 -0.3 -0.4 -0.0 -0.4 -0.5 0.3 -0.1
Fluid intelligence score 0.6 1.2 2.2 0.7 0.7 1.5 0.9 1.3 0.8 1.4
Illnesses of siblings 0.2 0.3 1.1 -0.2 0.1 0.5 -0.6 0.7 -1.1 0.2
Neuroticism score 1.2 2.4 4.1 -1.1 1.1 -2.0 -1.6 -1.9 0.8 -2.0
Weight 1.9 9.2 18.1 -2.4 1.5 -3.8 -1.7 -3.3 4.3 -3.3
Impedance of arm (right) 0.3 1.6 2.6 -0.8 1.0 -1.6 -1.0 -1.5 1.2 -1.6
Arm fat percentage (right) 2.2 8.7 16.6 -2.2 0.9 -3.7 -1.7 -3.4 4.1 -3.2
Trunk fat-free mass 0.2 1.1 2.5 -1.0 0.8 -1.2 -0.5 -1.0 1.6 -1.0
Hip circumference 1.3 5.4 13.1 -1.7 1.2 -2.8 -1.0 -2.5 3.6 -2.4
Time employed in main current job 3.1 3.5 6.0 1.6 -2.2 1.9 2.4 1.7 0.1 2.2
Alcohol intake versus 10 years previously 0.8 1.2 2.3 -0.7 0.6 -1.1 -1.5 -0.9 0.9 -1.5
Father’s age at death 1.2 1.7 3.3 1.8 0.7 1.3 1.4 1.6 0.4 1.1
Worrier / anxious feelings 0.3 0.6 0.9 -0.9 0.6 -0.9 -0.8 -0.7 0.4 -0.8
Frequency of tiredness / lethargy in last 2 weeks 0.3 0.4 2.2 0.4 1.5 -0.0 -0.5 -0.2 -0.6 -0.2
Falls in the last year 1.1 1.4 5.4 0.1 2.3 -1.1 -0.2 -0.7 1.4 -1.1
Hair/balding pattern: Pattern 3 0.8 1.1 2.0 -1.2 1.3 -0.6 -1.4 -0.9 -1.1 -0.7
Number of live births 0.7 1.0 1.5 -1.2 0.6 -1.0 -1.0 -1.2 -0.7 -0.9
Forced expiratory volume in 1-second (FEV1) 0.8 2.5 4.5 -1.5 2.1 -1.6 -1.9 -1.1 0.7 -1.8
Pulse rate 2.6 4.3 7.8 -2.1 0.7 -2.5 -2.8 -1.8 1.1 -2.6
Happiness 0.1 0.2 0.4 0.2 0.2 -0.3 -0.6 -0.2 -0.4 -0.7
Noisy workplace 1.3 1.6 4.5 2.1 -0.5 1.1 1.6 1.0 0.5 1.0
Qualifications: A levels/AS levels or equivalent 0.3 0.6 2.1 -1.4 1.3 0.1 -0.4 0.0 -0.1 0.2
Serious illness, injury or assault of a close relative in last 2 years 1.3 1.5 6.5 0.3 -0.5 0.9 1.3 0.5 -2.5 0.9
Mouth/teeth dental problems: Dentures 0.7 1.2 2.1 0.8 -1.3 0.8 1.2 0.8 1.4 1.0
Asthma 0.3 0.6 3.0 0.7 0.2 0.1 0.5 0.3 1.7 0.1
Medication: Ibuprofen (e.g. Nurofen) 0.1 0.2 0.4 -0.3 -0.0 -0.3 -0.6 -0.4 0.5 -0.3
Medication: Cholesterol lowering 0.7 1.1 1.8 -0.8 -1.3 -0.8 -0.9 -1.3 -1.2 -0.9
Depression (self-reported) 0.4 0.5 1.0 -0.2 0.4 -0.7 -0.5 -1.0 -0.9 -0.7
Medication: Lansoprazole 0.8 0.9 2.0 -0.6 -0.2 -1.4 -0.3 -1.3 -0.6 -1.4
Prospective memory result 0.2 0.2 0.9 0.5 0.2 -0.3 0.1 0.2 -1.0 -0.5
Lung cancer (father) 1.8 2.1 3.6 0.9 -1.6 1.7 1.1 1.0 -1.5 1.9
Illnesses of mother 2.1 2.7 4.3 1.6 -1.5 2.1 1.3 2.0 -0.3 2.0
Forced expiratory volume in 1-second (FEV1), Best measure 0.7 2.2 5.7 -0.7 2.4 -1.4 -1.4 -0.8 1.6 -1.6
Pulse wave Arterial Stiffness index 2.5 2.9 4.2 -1.9 -0.1 -1.8 -2.0 -2.1 -1.4 -1.9
Impedance of arm (left) 0.5 2.5 3.8 -1.2 1.3 -2.0 -1.4 -1.6 1.5 -1.9
Arm fat mass (right) 2.1 8.5 18.1 -2.2 1.2 -3.6 -1.7 -3.1 4.3 -3.1
Trunk predicted mass 0.2 1.0 2.5 -0.9 0.8 -1.2 -0.4 -0.9 1.6 -1.0
Standing height 0.7 6.7 10.6 -2.2 2.2 -3.2 -1.3 -2.5 3.3 -2.9
Length of working week for main job 0.6 0.7 3.5 0.3 -0.9 -0.4 0.4 -0.2 1.9 -0.1
Exposure to tobacco smoke at home 0.5 0.6 1.3 0.1 1.1 -0.2 -1.0 0.2 1.1 -0.6
Breastfed as a baby 1.8 2.2 3.7 -1.5 1.9 -1.7 -1.3 -1.6 -0.5 -1.6
Tense / ‘highly strung’ 1.4 2.3 4.1 -1.3 0.8 -1.6 -2.0 -1.7 0.9 -1.7
Seen doctor (GP) for nerves, anxiety, tension or depression 0.8 1.3 2.3 -1.3 1.0 -1.2 -1.2 -1.5 -0.2 -1.1
Hair/balding pattern: Pattern 4 0.7 1.7 6.5 0.0 -1.9 0.4 -1.2 0.5 -2.6 -0.2
Birth weight of first child 0.1 0.1 0.4 -0.0 0.6 0.2 0.4 0.3 -0.3 0.2
Peak expiratory flow (PEF) 1.5 3.6 5.6 -2.4 2.2 -2.1 -1.6 -1.9 1.0 -1.7
Pulse wave reflection index 0.8 1.0 4.9 -0.8 0.2 -0.5 -0.2 -1.1 -2.2 -0.3
Ever highly irritable/argumentative for 2 days 0.4 0.5 1.3 -0.7 0.4 -0.7 -0.6 -1.2 -0.2 -0.6
Loud music exposure frequency 1.4 1.6 3.8 -1.3 0.9 -1.0 -1.0 -1.0 -1.9 -1.2
Qualifications: O levels/GCSEs or equivalent 4.1 6.5 12.5 -2.5 3.5 -2.5 -2.8 -2.3 0.3 -2.6
Mouth/teeth dental problems: Bleeding gums 0.3 0.4 0.8 -0.5 0.9 -0.4 -0.9 -0.9 0.1 -0.3
Blood clot in the leg (DVT) 0.2 0.2 0.6 0.2 0.6 -0.3 0.5 -0.5 0.8 -0.1
Medication: Paracetamol 0.4 0.6 1.1 -0.7 1.0 -1.1 -0.8 -0.7 0.3 -0.8
Headache pain in last month 0.3 0.6 3.1 0.5 1.8 -0.3 0.3 -0.3 0.4 -0.2
Medication for cholesterol, blood pressure or diabetes 2.1 3.5 6.2 1.9 1.1 2.1 1.7 2.5 0.9 2.2
Glaucoma (self-reported) 1.6 1.9 3.4 -1.8 0.3 -1.5 -1.8 -1.5 0.3 -1.5
Gout (self-reported) 1.2 1.7 2.9 1.4 -1.7 1.2 1.6 1.0 -0.1 1.4
Hypothyroidism/myxoedema (self-reported) 0.3 0.6 1.1 0.9 -0.5 0.8 1.1 -0.3 -0.2 1.1
Medication: Amlodipine 1.9 2.7 4.7 -1.8 0.6 -1.9 -2.2 -2.1 0.1 -1.6
Medication: Ventolin 100micrograms inhaler 1.2 1.5 2.4 -0.5 1.6 -1.3 -1.2 -1.1 1.4 -1.3
Birth weight 0.2 0.4 0.8 -0.4 0.5 -0.7 -0.4 -0.9 -0.6 -0.5
Chronic bronchitis/emphysema (mother) 0.4 0.5 2.0 -0.2 -1.0 -0.1 0.0 -0.7 -1.4 0.2
High blood pressure (siblings) 0.4 0.6 1.7 -0.8 0.5 -1.1 -0.2 -1.3 0.2 -0.7
Forced vital capacity (FVC), Best measure 1.0 3.7 8.8 -1.2 3.0 -1.9 -1.6 -1.2 1.9 -2.1
Body fat percentage 2.6 10.3 22.6 -2.4 1.5 -3.9 -1.6 -3.5 4.8 -3.3
Leg fat percentage (right) 1.2 4.2 11.8 -1.3 0.5 -2.5 -0.8 -2.3 3.4 -1.9
Arm fat-free mass (right) 0.5 2.6 8.3 -1.4 1.1 -1.7 -0.7 -1.1 2.9 -1.4
Exposure to tobacco smoke outside home 0.3 0.4 0.8 0.5 0.9 0.5 0.3 0.6 0.7 0.7
Comparative body size at age 10 0.3 0.9 1.8 -0.5 -0.5 -1.0 -1.0 -0.5 -1.3 -1.3
Number of full brothers 0.2 0.3 0.9 0.5 0.3 0.4 -0.5 0.6 1.0 0.3
Worry too long after embarrassment 0.6 1.0 2.0 -1.4 -0.3 -1.1 -1.2 -1.0 -0.4 -1.1
Seen a psychiatrist for nerves, anxiety, tension or depression 0.9 1.1 2.9 -0.6 1.7 -0.9 -1.1 -0.9 -0.9 -1.1
Wheeze or whistling in the chest in last year 0.8 1.4 4.8 -1.0 0.6 -1.3 -0.5 -1.0 2.2 -0.9
Number of children fathered 0.5 0.6 1.2 -1.1 -0.3 -1.1 -0.3 -0.9 -0.0 -1.0
Reason for reducing amount of alcohol drunk: Health precaution 0.3 0.3 0.9 -0.4 0.3 -0.6 -0.2 -0.8 1.0 -0.3
Age at first live birth 0.2 0.3 1.0 -1.0 -0.2 -0.4 -0.6 -0.2 0.2 -0.5
Pulse wave peak to peak time 2.2 2.5 3.5 1.8 0.1 1.6 1.9 1.9 1.4 1.7
Health satisfaction 0.1 0.1 0.2 0.3 0.5 -0.2 0.4 0.0 0.1 -0.2
Shortness of breath walking on level ground 0.2 0.2 0.6 0.3 0.8 0.1 -0.5 0.6 0.5 -0.3
Qualifications: College or University degree 0.0 0.1 0.3 0.1 -0.3 0.5 0.1 0.5 0.2 0.5
Eye problems/disorders: None of the above 3.6 4.2 6.7 2.5 -0.9 2.2 2.6 2.3 0.3 2.2
Mouth/teeth dental problems: Loose teeth 0.2 0.3 1.9 -0.2 -0.0 0.0 -0.2 -0.1 1.4 0.1
Emphysema/chronic bronchitis 0.7 0.8 2.4 -0.1 -1.5 -0.2 -0.3 -0.6 -1.5 -0.3
Medication for pain relief, constipation, heartburn 2.4 4.1 6.5 2.2 -0.4 2.5 2.3 2.2 -0.5 2.5
Neck or shoulder pain in last month 0.7 1.0 1.7 -0.9 0.9 -1.3 -0.8 -1.2 -0.5 -1.2
Medication: Blood pressure 4.0 7.0 11.5 -2.8 -0.3 -3.2 -3.0 -3.1 -1.2 -3.4
Angina (self-reported) 0.0 0.0 0.1 -0.0 -0.0 -0.1 0.2 -0.3 -0.0 0.0
Migraine (self-reported) 0.5 0.6 2.6 -0.0 1.6 -0.8 -0.3 -0.7 -0.3 -0.7
Medication: Ibuprofen 0.2 0.2 0.6 -0.4 0.3 -0.4 -0.4 -0.3 0.8 -0.4
Medication: Allopurinol 0.5 0.7 2.7 0.7 -1.7 0.4 0.8 0.4 -0.6 0.4
Medication: Omeprazole 0.6 0.7 1.6 -1.2 0.2 -0.8 -0.3 -1.3 1.0 -0.3
Medication: Seretide 50 evohaler 0.8 0.9 1.9 1.1 -1.4 0.8 1.2 0.4 0.6 1.0
Mean time to correctly identify matches 1.1 2.0 3.7 1.9 -0.0 1.7 1.0 1.8 -1.5 1.2
Heart disease (mother) 0.1 0.1 0.6 -0.4 -0.8 -0.1 -0.1 -0.2 0.1 -0.2
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.3 0.4 1.0 0.4 -1.0 0.4 0.8 0.1 -0.7 0.5
Whole body fat mass 2.8 11.6 24.3 -2.7 1.5 -4.2 -1.8 -3.6 4.9 -3.6
Leg fat mass (right) 1.8 6.8 16.9 -1.9 1.1 -3.2 -1.2 -2.7 4.1 -2.7
Arm predicted mass (right) 0.4 2.3 7.9 -1.3 1.0 -1.6 -0.5 -1.0 2.8 -1.2
Pulse rate, automated reading 0.4 1.3 2.6 -0.7 0.7 -1.2 -1.6 -0.5 1.1 -1.5
Alcohol intake frequency. 0.3 0.8 1.5 -0.6 0.6 -1.2 -0.6 -1.2 -0.1 -1.1
Comparative height size at age 10 0.5 2.5 7.3 -1.2 0.9 -1.9 -0.1 -1.6 2.7 -1.5
Number of full sisters 1.0 1.2 5.3 -0.6 2.3 -0.6 -0.5 -0.3 -1.1 -0.7
Suffer from ‘nerves’ 2.4 3.7 9.3 -1.6 3.0 -1.8 -2.0 -1.9 0.9 -1.7
Overall health rating 0.4 0.8 4.5 0.1 0.6 -0.4 -0.2 -0.7 2.1 -0.3
Chest pain or discomfort 0.3 0.5 3.2 -0.1 1.8 -0.1 -0.2 -0.3 -0.3 0.0
Had major operations 2.1 2.5 4.8 -2.0 0.7 -1.6 -2.2 -1.5 -0.4 -1.8
Age at last live birth 0.1 0.2 0.3 -0.3 -0.5 -0.2 -0.6 -0.1 -0.5 -0.6
Family relationship satisfaction 0.2 0.3 0.7 0.5 -0.3 0.4 0.8 0.3 -0.8 0.3
Leg pain on walking 0.7 0.9 2.4 -0.4 -1.1 -1.2 -0.8 -0.7 -0.4 -1.5
Qualifications: NVQ or HND or HNC or equivalent 0.4 0.5 2.0 -0.4 1.4 -0.5 -0.7 -0.6 -0.2 -0.5
Commuting to job workplace: Car/motor vehicle 0.1 0.1 0.3 -0.6 0.2 -0.2 0.5 -0.0 0.0 -0.0
Illness, injury, bereavement, stress in last 2 years 1.3 1.6 2.8 1.6 -1.1 1.2 1.1 0.9 1.7 1.2
Medication: Aspirin 2.1 2.8 6.0 -1.6 0.2 -1.8 -2.4 -1.8 -0.3 -2.1
Supplements: Vitamin C 0.1 0.2 0.9 0.3 0.1 -0.0 0.3 0.1 -1.0 -0.3
Knee pain experienced in last month 0.8 1.3 2.2 1.0 -0.0 1.4 1.5 1.3 0.3 1.5
Hypertension (Self-reported) 1.7 4.8 7.9 -2.2 -0.0 -2.8 -2.5 -2.6 0.2 -2.8
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 0.2 0.3 0.7 0.3 -0.8 0.4 0.8 0.5 0.1 0.4
Illnesses of father: Heart disease 0.3 0.5 0.8 -0.7 -0.6 -0.7 -0.6 -0.9 -0.4 -0.7
Illnesses of siblings: Diabetes 0.5 0.6 1.2 -0.3 -0.1 -1.0 -0.9 -1.0 0.0 -1.1
Smoking status: Previous 0.6 0.8 1.3 -0.9 0.2 -1.0 -1.1 -1.1 0.7 -1.1
Forced expiratory volume in 1-second (FEV1), predicted 1.7 3.6 8.9 -1.2 2.5 -2.0 -0.6 -1.1 3.0 -1.8
Whole body fat-free mass 0.5 3.0 7.5 -1.4 1.3 -2.0 -0.8 -1.5 2.7 -1.7
Leg fat-free mass (right) 1.3 7.1 13.0 -2.4 2.0 -3.1 -1.8 -2.5 3.6 -2.8
Arm fat percentage (left) 2.3 9.3 19.2 -2.3 1.1 -3.8 -1.9 -3.4 4.4 -3.3
Average weekly red wine intake 3.6 5.3 8.3 -2.9 1.4 -2.6 -2.3 -2.8 -1.2 -2.4
Handedness (chirality/laterality): Left-handed 0.1 0.1 0.2 -0.1 0.3 -0.2 0.0 -0.5 0.2 -0.2
Mood swings 0.4 0.8 2.3 -0.2 1.5 -0.8 -0.9 -0.7 0.1 -0.9
Loneliness, isolation 0.3 0.4 0.6 0.3 0.1 -0.7 -0.7 -0.8 0.5 -0.8
Long-standing illness, disability or infirmity 0.5 0.7 2.6 -0.3 1.5 0.0 -0.4 -0.4 1.6 0.1
Ever had bowel cancer screening 0.2 0.3 0.9 0.7 0.0 0.1 0.8 0.2 0.9 0.3
Diabetes diagnosed by doctor 0.3 0.5 2.8 0.4 -0.6 0.2 -0.1 -0.2 1.7 0.2
Ever had stillbirth, spontaneous miscarriage or termination 0.5 0.6 1.0 -1.0 0.2 -1.0 -0.3 -1.0 -0.6 -0.8
Friendships satisfaction 0.2 0.2 0.7 -0.6 0.3 -0.3 -0.8 -0.1 -0.1 -0.7
Qualifications: nursing, teaching 1.0 1.6 2.6 1.2 -0.8 1.4 1.6 1.5 -0.5 1.5
Commuting to job workplace: Walk 0.6 0.6 2.8 0.2 -1.7 0.5 -0.2 -0.1 -1.0 0.3
Eye problems/disorders: Cataract 1.1 1.3 2.6 -1.6 0.5 -1.3 -0.9 -1.6 -0.2 -1.0
Mouth/teeth dental problems: Mouth ulcers 0.8 1.3 2.8 1.1 0.7 1.4 0.6 1.0 -1.7 1.1
Medication for cholesterol 1.4 2.2 4.6 1.0 -1.1 1.5 2.2 1.3 -0.7 1.9
Medication: Laxatives (e.g. Dulcolax, Senokot) 1.4 1.7 3.5 -1.7 0.8 -1.8 -0.5 -1.9 -0.1 -1.1
Back pain experienced in last month 1.4 2.1 4.0 -1.3 1.1 -2.0 -1.1 -1.4 0.8 -2.0
Mineral and other dietary supplements 1.2 1.6 3.9 2.0 -1.0 1.2 1.0 1.3 -1.3 0.7
Breast cancer (self-reported) 1.4 1.7 2.8 -1.2 1.1 -1.3 -1.3 -1.2 1.7 -1.3
Asthma (self-reported) 0.3 0.7 3.4 0.8 0.2 0.2 0.7 0.3 1.8 0.3
Osteoporosis (self-reported) 3.1 3.8 6.1 2.5 -0.5 2.1 2.4 2.4 0.2 2.0
Osteoarthritis (self-reported) 1.1 1.4 2.9 1.2 -0.4 1.7 0.9 1.4 -0.0 1.6
Medication: Aspirin 2.0 2.6 5.1 -1.6 0.4 -1.7 -2.3 -1.6 -0.3 -2.1
Medication: Gliclazide 1.1 1.2 2.0 1.4 -0.6 1.4 1.0 1.2 -0.3 1.3
Illnesses of father: None of the above (group 1) 1.9 2.4 4.2 1.3 -0.1 1.9 1.8 1.6 -1.0 2.1
Smoking status: Current 0.1 0.1 0.5 0.1 0.7 -0.1 0.1 -0.2 0.5 0.0
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.3 0.7 2.2 0.0 1.5 0.5 -0.4 0.6 -1.3 0.1
Whole body water mass 0.5 2.9 6.9 -1.5 1.2 -2.0 -0.9 -1.5 2.6 -1.7
Leg predicted mass (right) 1.3 6.7 12.7 -2.3 2.0 -3.0 -1.7 -2.4 3.6 -2.7
Arm fat mass (left) 2.2 9.2 19.1 -2.3 1.5 -3.7 -1.7 -3.3 4.4 -3.2
Number of self-reported non-cancer illnesses 0.7 1.2 2.3 -0.7 0.7 -1.3 -1.2 -1.2 0.5 -1.5
Average weekly champagne plus white wine intake 0.1 0.1 0.3 0.1 -0.2 -0.0 0.5 0.2 0.4 0.1
Miserableness 1.0 1.7 3.3 1.7 -0.8 1.3 1.8 1.2 0.1 1.3
Guilty feelings 0.4 0.7 1.1 -0.9 0.2 -1.0 -0.7 -1.0 0.9 -0.7
Wears glasses or contact lenses 0.3 0.4 1.5 0.6 -0.4 0.5 0.4 0.1 -1.2 0.3
Ever taken oral contraceptive pill 0.7 0.8 4.2 -0.2 2.0 -0.2 -0.9 -0.1 0.5 -0.3
Hearing aid user 0.5 0.6 1.0 -0.8 0.0 -1.0 -0.7 -0.7 0.7 -1.0
Mother’s age at death 1.5 1.9 3.4 0.8 -0.4 1.9 1.3 1.6 -1.5 1.7
Financial situation satisfaction 0.3 0.4 0.7 -0.7 -0.8 -0.8 0.0 -0.7 0.3 -0.4
Tinnitus: Yes, now most or all of the time 2.8 3.3 4.8 1.8 -2.2 2.2 1.3 2.1 -1.1 1.6
Commuting to job workplace: Public transport 0.4 0.4 1.0 -0.6 -0.3 -0.7 -1.0 -0.8 0.3 -0.7
Eye problems/disorders: Glaucoma 2.5 3.0 5.7 -2.4 0.2 -1.9 -2.0 -2.1 0.2 -1.8
Medication: Blood pressure 0.4 0.8 1.5 -0.5 0.6 -1.0 -1.2 -0.7 0.9 -1.1
Pain type(s) experienced in last month: Hip pain 0.6 0.7 1.2 -0.9 0.5 -0.8 -1.1 -0.9 -0.5 -1.0
Supplements: Fish oil (including cod liver oil) 0.6 0.8 2.0 -1.4 0.9 -0.7 -0.4 -1.0 1.1 -0.3
High cholesterol (Self-reported) 1.0 1.8 3.8 -1.2 -0.7 -0.9 -1.9 -1.0 -1.7 -1.4
Medication: Bendroflumethiazide 0.5 0.7 1.9 1.0 -1.4 0.6 0.9 0.5 -0.4 0.6
Medication: Paracetamol 0.4 0.6 1.1 -0.5 1.0 -1.1 -0.6 -0.6 0.4 -0.9
Medication: Lisinopril 1.3 1.7 3.3 -1.2 0.1 -1.8 -1.2 -1.5 0.7 -1.8
Medication: Atorvastatin 1.6 1.9 5.2 -1.3 -0.4 -1.0 -1.7 -1.2 -2.3 -1.1
Illnesses of father: High blood pressure 2.3 2.8 5.5 -0.9 1.4 -2.1 -1.6 -1.5 1.5 -2.3
Alcohol drinker status: Never 2.0 2.4 4.8 1.7 -1.2 1.5 2.2 0.8 -1.1 1.8
Ever smoked 0.8 1.5 2.5 -0.7 1.3 -1.0 -1.6 -1.0 1.3 -1.4
Basal metabolic rate 0.8 4.5 10.6 -1.7 1.6 -2.5 -1.1 -1.9 3.2 -2.1
Leg fat percentage (left) 1.5 5.3 13.4 -1.6 1.0 -2.8 -0.9 -2.5 3.7 -2.2
Arm fat-free mass (left) 0.4 2.1 6.3 -1.1 1.1 -1.6 -0.4 -1.2 2.5 -1.3
Number of operations (self-reported) 0.5 0.7 2.0 -0.9 1.4 -0.6 -0.8 -0.7 0.1 -0.6
Average weekly beer plus cider intake 0.2 0.2 0.5 0.7 0.4 0.5 0.6 0.5 0.2 0.4
Irritability 0.6 1.1 2.4 -0.6 0.8 -1.2 -1.3 -0.9 -0.1 -1.6
Risk taking 0.1 0.2 0.8 0.6 -0.2 -0.2 0.9 -0.1 -0.3 0.2
Ever had prostate specific antigen (PSA) test 0.3 0.4 1.2 1.1 -0.4 0.5 0.9 0.2 -0.1 0.4
Fractured/broken bones in last 5 years 1.9 2.5 3.9 -2.0 0.9 -1.8 -1.5 -1.0 1.8 -1.8
Age started oral contraceptive pill 2.9 3.6 6.4 1.9 -2.5 2.1 1.9 1.9 -0.2 2.0
Diastolic blood pressure, automated reading 0.6 1.7 9.9 -0.3 0.0 -1.0 0.8 -0.6 3.1 -0.5
Ever depressed for a whole week 0.0 0.0 0.3 -0.0 0.6 0.0 0.1 0.0 -0.0 0.1
Unable to work because of sickness or disability 0.5 0.7 1.9 0.8 1.4 0.7 1.1 0.5 -0.5 0.6
Commuting to job workplace: Cycle 1.8 2.2 3.5 1.1 -1.7 1.6 1.8 1.2 0.5 1.9
Myopia 0.6 0.8 1.3 1.0 -1.0 1.0 0.8 1.2 -0.4 0.8
Vascular/heart problems diagnosed by doctor 1.6 4.3 7.7 2.0 0.1 2.8 2.2 2.5 -0.2 2.8
Cholesterol lowering medication 0.6 0.9 1.8 -0.9 0.8 -0.7 -1.2 -0.6 1.4 -0.8
Medication: Omeprazole (e.g. Zanprol) 2.5 3.0 5.4 -2.3 1.3 -2.0 -1.4 -2.3 0.8 -1.5
Pain experienced in last month 0.4 0.7 1.4 0.4 -0.4 1.2 0.6 1.1 0.1 1.2
Supplements: Calcium 0.3 0.4 1.0 0.1 0.6 -0.7 -0.2 -0.7 1.0 -0.6
Basal cell carcinoma (self-reported) 0.2 0.2 0.6 -0.1 0.8 0.4 -0.2 0.4 0.7 0.4
Heart attack/myocardial infarction (self-reported) 0.0 0.0 0.1 -0.2 -0.3 -0.1 -0.1 -0.1 -0.3 -0.2
Deep venous thrombosis (DVT) (self-reported) 0.1 0.2 0.4 0.2 0.4 -0.3 0.4 -0.5 0.7 -0.1
Heart disease (siblings) 0.2 0.2 0.7 0.4 -0.5 0.2 0.3 0.1 -0.8 0.0
Alcohol drinker status: Previous 0.4 0.5 1.3 -0.2 -0.7 -0.9 -0.7 -0.6 -0.1 -1.2
Pack years of smoking 0.3 0.4 0.6 0.8 0.6 0.8 0.6 0.6 0.2 0.8
Impedance of whole body 0.2 1.0 1.8 -0.5 1.3 -1.1 -0.5 -0.9 1.1 -1.1
Leg fat mass (left) 1.8 7.1 17.6 -2.0 1.2 -3.3 -1.2 -2.8 4.2 -2.7
Arm predicted mass (left) 0.3 1.7 7.1 -0.9 0.8 -1.3 0.1 -0.9 2.7 -0.9