Hub : Genes

MAPRE2

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 Brain Hippocampus 0.2814 0.0825 2.5e-04 -0.002 NA 0.017 NA 0.053 3.5e-01 NA 1.3e-01 NA 2.2e-02
2 GTEx Cells Transformed fibroblasts 0.1600 0.0510 6.5e-05 0.046 NA 0.099 NA 0.067 2.1e-04 NA 7.7e-08 NA 8.8e-06
3 GTEx Esophagus Gastroesophageal Junction 0.3370 0.1190 1.5e-03 -0.002 NA 0.043 NA 0.014 3.8e-01 NA 1.1e-02 NA 1.0e-01
4 NTR Blood 0.0199 0.0073 7.5e-04 0.021 0.015 0.018 0.02 0.020 1.6e-07 1.1e-05 1.0e-06 2.7e-07 2.4e-07
5 TCGA Cervical Squamous Cell Carcinoma 0.1080 0.0470 3.4e-03 0.079 0.017 0.049 NA 0.054 1.1e-04 4.7e-02 1.9e-03 NA 1.2e-03
6 TCGA Brain Lower Grade Glioma 0.0532 0.0255 3.0e-03 -0.001 0.013 0.000 NA -0.001 5.2e-01 1.1e-02 3.3e-01 NA 3.9e-01
7 TCGA Liver Hepatocellular Carcinoma 0.0570 0.0310 6.6e-03 0.017 0.053 0.028 NA 0.028 5.1e-02 1.7e-03 1.7e-02 NA 1.8e-02

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6 7
Bipolar Disorder (2018) 1.9 3.1 10.4 0.8 -3.2 0.9 -0.7 -2.9 -0.9 -0.5
Bipolar Disorder or Schizophrenia 0.7 1.8 6.8 0.6 -2.6 0.4 -1.0 -1.9 0.4 0.6
Depressed Affect (Nagel 2018) 0.7 1.5 3.7 -0.6 -1.7 0.4 1.4 -1.1 0.4 -1.9
Depression (Nagel 2018) 0.4 0.6 1.6 1.3 0.2 -0.5 -1.0 0.5 0.8 0.6
Intelligence (Savage-Jansen 2018) 0.2 0.5 1.0 -0.7 0.6 1.0 0.8 0.4 0.7 -0.6
Neuroticism (Nagel 2018) 0.4 1.1 2.9 0.1 -1.7 0.4 0.2 -1.3 -0.6 -1.5
Schizophrenia (2018) 0.3 0.6 1.5 0.2 -0.8 -0.1 -0.7 -0.1 1.2 1.2
Schizophrenia vs Biploar Disorder 0.3 0.3 2.0 0.0 0.4 -1.4 0.1 0.4 0.2 -0.0
Worry (Nagel 2018) 1.1 2.2 5.0 0.3 -2.2 -0.3 -0.3 -2.0 -1.8 -1.8
Alzheimer’s Disease (in mother) 0.7 0.9 2.2 -1.5 -0.0 0.5 0.8 0.1 -0.9 -1.5
Alzheimer’s Disease (in father) 0.4 0.5 1.0 0.6 0.6 -0.8 -0.5 0.1 -0.7 1.0
Alzheimer’s Disease (including proxy) 0.5 0.7 2.5 0.5 -0.5 -1.1 -0.8 -0.6 -1.6 0.2
Crohns Disease (2017) 0.1 0.3 1.1 0.1 0.0 -1.0 -0.4 -0.2 -0.7 -0.4
Irritable Bowel Disease (IBD) 0.3 0.7 1.6 -0.0 1.2 -1.0 -0.8 0.8 -1.0 0.4
Ulcerative Colitis (UC) 0.5 1.0 3.6 -0.5 1.9 -0.6 -0.5 1.2 -0.7 0.7
Major Depression (MDD) 0.2 0.2 0.7 0.2 -0.3 -0.6 -0.8 -0.2 -0.6 -0.4
Reaction Time 0.9 1.6 5.1 0.8 1.0 -0.9 0.2 1.1 2.3 1.6
Verbal and Numeric Reasoning (VNR) 0.2 0.4 0.9 0.5 0.9 0.4 0.3 0.7 1.0 0.3
Breast Cancer 2.2 5.3 11.8 -3.4 1.3 2.5 2.6 2.1 1.7 -1.9
Ovarian Cancer 1.4 1.8 3.5 -1.2 -1.7 0.8 1.5 -1.3 0.7 -1.9
Prostate Cancer 1.3 1.9 4.4 -1.4 0.5 2.1 1.7 1.3 0.1 -1.4
Age at First Birth 0.6 0.9 2.4 -0.4 -1.0 -0.2 0.9 -0.1 -1.6 -1.5
Bipolar Disorder (2011) 0.5 0.5 0.9 -0.0 -1.0 0.9 0.8 -0.9 -0.5 -0.2
Body Mass Index (BMI) (2010) 0.3 0.4 1.3 -1.1 0.7 -0.1 -0.0 0.4 -0.7 -0.7
Coronary Artery Disease (CAD) 0.6 0.7 2.7 0.3 -1.0 -0.2 -0.1 -1.1 1.6 0.3
Crohns Disease (2012) 0.2 0.4 1.7 -0.2 -0.1 0.3 -0.8 -0.4 -1.3 -0.2
Mean Putamen Volume 1.3 1.5 4.7 0.2 1.4 0.2 1.6 1.2 2.2 0.3
Fasting Glucose 1.3 1.6 3.8 0.1 -1.3 1.9 -0.7 -1.0 2.0 -0.5
HbA1C 1.2 1.3 2.6 0.7 -1.6 0.4 -1.4 -1.5 1.2 0.3
HDL Cholesterol 0.6 1.0 2.4 1.0 -0.4 -0.9 -1.1 -1.2 0.2 1.6
LDL Cholesterol 0.7 1.1 3.6 0.8 -0.5 0.9 -1.9 -0.1 -1.2 1.0
Lupus 0.6 0.9 1.6 -1.1 1.3 -1.1 -0.3 0.9 -0.9 -0.6
Neuroticism (2016) 0.3 0.4 1.3 0.3 -0.3 1.0 -0.2 -0.0 -1.1 -0.5
Primary Biliary Cirrhosis 0.2 0.2 0.7 -0.8 0.2 0.5 0.6 -0.1 -0.5 -0.1
Rheumatoid Arthritis 0.5 0.7 2.8 -0.2 -0.4 -0.6 0.5 -0.3 -1.7 -1.0
Schizophrenia (2014) 0.3 0.6 2.3 0.0 -1.5 -0.2 -0.8 -0.8 0.4 0.5
Triglycerides 0.6 1.0 3.7 -1.0 -0.7 0.9 0.3 -0.1 -0.9 -1.9
Type 2 Diabetes (T2D) (2012) 0.6 0.7 2.2 -0.1 -1.0 0.7 0.3 -1.0 0.5 -1.5
Ulcerative Colitis 1.1 1.6 3.2 0.6 1.4 -0.5 -1.8 0.7 -1.6 1.5
Blood Eosinophil Count 0.1 1.1 2.3 -0.2 1.5 0.3 1.4 1.4 0.9 0.8
Blood Platelet Count 0.2 2.7 10.0 0.8 -2.7 0.5 0.4 -3.2 0.8 0.0
Blood Red Count 0.3 2.9 5.3 -1.6 2.2 -0.4 1.5 2.3 2.3 0.5
Blood White Count 0.2 1.4 7.3 -0.1 -0.7 2.7 1.0 -0.8 0.5 -0.2
Heel T-Score 0.5 4.2 26.0 0.4 -1.4 -5.1 -0.2 -1.0 0.7 -0.3
BMI 0.4 2.4 6.6 -1.0 2.6 1.1 -0.5 1.9 1.1 1.7
Height 0.1 2.4 5.9 1.2 1.8 0.7 -0.6 0.8 -2.2 2.4
Waist Hip Ratio (WHR) 0.2 0.8 1.7 0.4 1.3 -0.5 -0.6 1.2 -0.5 1.3
Systolic Blood Pressure 0.3 1.7 6.4 0.3 -2.5 0.2 0.7 -1.9 0.3 -1.1
Smoking Status 0.1 0.3 1.5 -0.1 0.0 0.1 0.4 0.3 -1.2 -0.7
Allergy or Eczema 0.6 1.5 2.8 0.5 -1.4 -1.7 1.7 -1.2 0.6 -0.7
Cardiovascular Disease 0.1 0.3 1.2 0.2 -1.1 -0.0 0.0 -0.9 -0.3 0.0
Hypothyroidism (self reported) 0.3 0.8 2.1 0.8 1.0 -1.4 -0.8 0.4 -0.6 0.8
Respiratory disease 0.2 0.5 1.1 1.0 -1.0 0.4 -0.3 -0.9 0.5 -0.1
Type 2 Diabetes (T2D) (2018) 1.1 2.1 4.9 -0.7 2.2 1.0 1.3 2.0 1.5 0.5
Lung FEV1/FVC ratio 1.8 8.9 21.5 -3.2 4.6 -1.2 2.2 4.6 1.8 -0.5
Lung FVC 0.3 1.5 3.7 0.4 1.4 -1.9 -0.4 1.6 -0.4 1.4
Neuroticism 0.9 2.1 6.2 0.4 -2.5 0.1 -0.3 -1.9 -1.5 -1.4
Chronotype (morning person) 1.2 2.7 6.1 0.5 -2.5 2.4 -1.1 -1.7 -1.7 -0.3
Hair Pigment 0.0 0.3 1.5 -0.0 -0.3 -0.3 0.6 0.1 1.2 -0.4
Tanning 0.2 2.3 5.1 -0.3 2.3 1.0 -1.0 2.1 0.8 1.9
Hand grip strength (left) 1.2 3.0 7.6 -2.2 2.8 0.0 1.2 2.8 -0.1 -0.3
Number of treatments/medications taken 0.7 1.2 3.0 0.5 -1.7 -0.7 0.8 -1.5 -1.2 -0.6
Average weekly spirits intake 1.3 1.6 2.9 -1.5 1.2 0.2 1.6 1.3 -0.6 -1.7
Sensitivity / hurt feelings 1.0 1.7 4.7 -0.2 2.2 1.2 -0.6 2.0 -0.8 0.8
Frequency of depressed mood in last 2 weeks 0.1 0.2 0.6 0.6 -0.4 -0.5 -0.8 -0.2 -0.1 -0.1
Hearing difficulty/problems: Yes 0.5 0.7 1.1 0.8 -0.8 -0.8 1.0 -1.0 -0.6 -0.8
Relative age of first facial hair 0.3 0.7 1.0 0.9 -0.8 -1.0 -1.0 -1.0 -0.8 -0.3
Other serious medical condition/disability diagnosed by doctor 1.3 1.7 4.3 1.6 0.3 -1.0 0.3 -0.3 1.9 2.1
Ever used hormone-replacement therapy (HRT) 0.3 0.4 0.9 -0.6 0.4 0.5 1.0 0.8 0.4 -0.4
Ever had hysterectomy (womb removed) 3.6 4.0 7.0 -2.2 1.8 2.0 1.5 2.6 2.0 -1.5
Systolic blood pressure, automated reading 0.2 0.6 2.0 0.3 -1.4 -0.6 0.0 -0.9 0.7 -0.7
Eye problems/disorders: Diabetes related eye disease 0.4 0.5 2.0 0.1 0.5 0.1 -0.6 0.8 1.4 -0.0
Angina 0.8 1.0 2.3 1.4 -0.9 0.8 -0.6 -1.5 0.8 0.5
Medication for hormone replacement therapy 0.7 0.8 3.9 0.6 0.1 -0.5 -1.0 -0.2 -2.0 0.3
Vitamin and mineral supplements 0.7 1.0 1.9 -1.0 -0.4 0.7 1.4 -0.8 1.1 -1.3
Supplements: Zinc 0.2 0.3 0.7 -0.2 -0.8 0.7 0.2 -0.3 0.1 -0.7
Medication: Co-codamol 1.0 1.1 2.8 -1.2 0.4 1.7 1.6 0.5 0.8 -0.4
Medication: Metformin 1.2 1.7 4.2 -0.7 1.5 0.4 2.1 1.3 1.7 -0.1
Diabetes (father) 0.8 1.0 2.3 -0.2 0.8 1.2 1.5 0.6 1.5 0.3
Diabetes (mother) 0.3 0.4 1.1 -1.1 -0.4 -0.2 0.9 -0.1 -0.2 -0.9
Severe depression (siblings) 1.3 1.5 3.8 -1.9 1.7 0.0 1.1 1.5 -0.1 -0.4
Pack years adult smoking proportion 0.3 0.4 1.3 -0.6 0.4 -0.5 1.1 0.7 -0.7 -0.0
Impedance of leg (right) 1.0 4.6 15.9 -0.2 -4.0 0.7 0.9 -2.8 1.0 -2.4
Leg fat-free mass (left) 0.9 4.6 15.6 -0.4 4.0 -0.1 -0.7 2.9 -0.4 2.6
Trunk fat percentage 0.2 0.8 2.3 -1.5 0.7 0.7 0.8 0.6 1.2 -0.4
Hand grip strength (right) 0.8 2.2 5.8 -2.0 2.4 -0.0 0.4 2.4 -0.1 -0.2
Townsend deprivation index at recruitment 1.4 1.9 5.0 -1.3 0.2 0.4 2.2 1.5 1.0 -1.8
Current tobacco smoking 0.3 0.4 0.7 0.7 0.8 0.6 0.3 0.8 -0.1 0.8
Average weekly fortified wine intake 1.4 1.6 4.3 0.7 -2.0 -1.2 0.0 -2.1 -1.0 -0.0
Maternal smoking around birth 0.3 0.4 1.1 -0.5 0.0 0.3 1.0 -0.0 -0.3 -1.1
Fed-up feelings 0.3 0.6 1.6 0.1 -1.3 0.6 0.2 -1.1 -0.6 -0.5
Frequency of unenthusiasm / disinterest in last 2 weeks 1.0 1.4 2.9 1.4 1.2 -0.0 -0.6 1.7 1.4 1.1
Relative age voice broke 0.3 0.4 0.9 0.6 -1.0 0.2 0.5 -0.2 -0.3 -1.0
Taking other prescription medications 0.2 0.3 0.8 0.0 -0.9 -0.7 0.2 -0.8 -0.3 -0.4
Age when periods started (menarche) 1.1 2.6 4.7 -1.8 2.2 2.1 0.9 2.0 1.1 0.2
Bilateral oophorectomy (both ovaries removed) 0.4 0.5 1.5 -0.3 0.4 0.7 0.8 1.2 0.5 -0.5
Heel bone mineral density (BMD) T-score, automated (left) 0.7 1.5 3.8 -1.7 -0.4 -1.5 0.9 -0.7 -0.4 -2.0
Tinnitus: Yes, but not now, but have in the past 1.2 1.2 3.2 -0.1 1.3 -1.2 0.6 1.4 1.8 0.4
Qualifications: CSEs or equivalent 0.1 0.1 0.4 0.6 -0.2 0.1 0.2 -0.3 -0.3 0.0
Serious illness, injury or assault to yourself 0.4 0.5 1.3 0.1 0.7 -0.4 0.5 0.9 1.1 -0.4
High blood pressure 0.2 0.6 1.2 -1.1 -0.7 0.5 0.6 -0.6 -0.3 -1.1
Hayfever, allergic rhinitis or eczema 0.2 0.5 1.6 0.4 -0.7 -1.3 0.8 -0.6 0.4 -0.2
Multivitamins +/- minerals 1.5 2.0 5.5 1.7 0.2 -0.3 -1.9 -0.3 -1.2 2.3
Stomach or abdominal pain in last month 0.6 0.8 3.2 0.7 -0.4 0.4 1.2 -0.1 1.8 -0.2
Supplements: Glucosamine 0.5 0.6 2.7 -0.3 -0.0 -1.6 1.1 0.2 -0.4 0.1
Diverticular disease/diverticulitis (self-reported) 0.3 0.4 0.8 0.8 -0.7 -0.1 -0.0 -0.9 0.8 0.4
Medication: Atenolol 1.5 1.8 4.6 -1.6 -0.1 0.2 2.1 0.6 0.9 -2.1
Medication: Levothyroxine sodium 1.4 2.4 6.2 -2.0 2.5 0.8 1.2 1.9 -0.1 -0.6
Sitting height 0.4 3.0 12.3 -1.3 -0.3 3.5 0.5 -0.1 -2.4 -1.2
Chronic bronchitis/emphysema (father) 0.9 1.1 3.2 -1.0 1.6 -0.2 0.7 1.8 -0.6 -0.5
High blood pressure (mother) 0.3 0.4 1.1 -0.2 1.0 -0.6 -0.1 1.0 0.2 -0.6
Body mass index (BMI) 0.8 3.5 11.4 -1.1 3.4 0.3 0.4 2.6 1.5 1.5
Impedance of leg (left) 1.2 5.9 20.7 -0.0 -4.6 1.1 0.8 -3.3 0.1 -2.8
Leg predicted mass (left) 0.9 4.9 16.4 -0.4 4.0 -0.1 -0.9 3.0 -0.4 2.8
Trunk fat mass 0.3 1.1 3.0 -1.2 1.7 0.6 0.5 1.3 0.9 0.5
Waist circumference 0.5 1.7 5.7 -0.9 2.4 0.9 -0.2 1.7 0.2 1.3
Number of incorrect matches in round 0.9 1.6 6.3 -0.3 -0.7 2.5 0.4 -1.2 1.5 -0.4
Past tobacco smoking 0.7 1.4 3.9 0.9 1.2 -0.7 -0.4 0.7 1.5 2.0
Alcohol usually taken with meals 1.3 2.2 6.9 0.0 -2.4 0.1 0.3 -2.6 -0.8 -1.2
Nervous feelings 1.4 2.6 4.7 1.1 -2.0 -1.0 -1.8 -1.9 -2.2 -0.6
Frequency of tenseness / restlessness in last 2 weeks 1.5 2.4 6.3 2.5 -0.4 -0.8 -2.4 -0.1 -0.6 1.9
Hearing difficulty/problems with background noise 0.9 1.4 2.8 0.1 -1.7 -1.1 0.5 -1.5 -1.3 -1.1
Hair/balding pattern: Pattern 2 1.2 1.6 2.7 -1.0 -1.7 1.3 1.6 -1.3 -0.2 -1.1
Had menopause 0.1 0.2 0.3 0.4 -0.5 -0.5 -0.1 -0.2 0.6 0.3
Had other major operations 1.4 1.7 9.8 0.4 -0.9 -3.1 -0.4 -0.8 -0.7 0.1
Forced vital capacity (FVC) 0.1 0.5 0.8 0.2 0.7 -0.8 -0.4 0.8 -0.6 0.9
Heel bone mineral density (BMD) T-score, automated (right) 0.7 1.6 3.8 -1.6 -0.2 -1.7 1.1 -0.7 -0.5 -2.0
Ever unenthusiastic/disinterested for a whole week 0.3 0.3 0.9 -1.0 0.3 -0.4 0.4 0.4 -0.4 -0.8
Qualifications: None of the above 0.1 0.2 0.6 -0.3 0.0 -0.4 0.5 0.0 -0.7 -0.8
Financial difficulties in last 2 years 1.7 2.2 5.3 0.3 2.3 1.5 0.0 2.3 1.4 0.9
Mouth/teeth dental problems 0.2 0.3 1.4 -0.3 -0.0 0.1 0.4 -0.0 1.2 0.6
Heart attack 0.6 0.7 3.3 -0.2 0.4 0.7 0.9 -0.4 1.8 0.1
Allergy 0.2 0.5 1.0 -0.7 1.0 0.9 -0.2 0.8 -0.1 0.4
Pain all over the body in last month 0.5 0.6 1.4 0.9 -1.2 0.3 0.7 -1.0 0.3 -0.1
Diabetes (self-reported) 0.5 0.7 2.3 -0.2 1.0 0.8 0.6 0.7 1.5 0.6
Hayfever/allergic rhinitis (self-reported) 0.3 0.4 0.8 0.9 -0.9 -0.5 -0.6 0.1 -0.6 0.5
Medication: Ramipril 0.3 0.4 0.8 -0.7 0.9 -0.1 0.8 0.5 -0.7 -0.6
Medication: Simvastatin 0.7 1.1 2.3 0.1 -1.5 -0.5 0.6 -1.4 -1.1 -1.2
Fluid intelligence score 0.2 0.4 0.8 0.8 -0.5 -0.9 -0.1 -0.8 -0.1 0.1
Illnesses of siblings 0.7 1.0 2.6 0.8 0.7 -0.7 -1.4 0.7 0.2 1.6
Neuroticism score 0.2 0.5 1.3 0.3 -1.2 0.4 -0.2 -0.9 -0.8 -0.7
Weight 0.6 2.7 9.5 -0.7 3.1 0.6 -0.0 2.2 0.4 1.9
Impedance of arm (right) 1.2 5.6 18.2 -0.4 -4.3 0.7 1.2 -2.8 0.8 -3.2
Arm fat percentage (right) 0.4 1.6 3.0 -1.4 1.7 0.5 1.0 1.4 1.7 0.2
Trunk fat-free mass 0.9 5.0 13.8 0.9 3.7 -0.1 -1.1 2.8 -0.7 3.3
Hip circumference 0.3 1.5 5.3 -0.8 2.3 1.0 -0.5 1.4 -0.1 1.2
Time employed in main current job 1.3 1.5 3.4 -0.9 -1.0 1.8 1.0 -1.2 1.4 -1.0
Alcohol intake versus 10 years previously 0.8 1.2 3.1 -0.5 1.8 -1.3 0.3 1.5 0.6 0.9
Father’s age at death 3.8 5.1 14.1 1.1 -3.7 -1.6 -0.8 -3.8 -1.8 -0.5
Worrier / anxious feelings 0.5 0.9 2.9 0.6 -1.7 0.3 -0.1 -1.5 0.4 -0.5
Frequency of tiredness / lethargy in last 2 weeks 0.4 0.6 1.3 1.0 0.9 -0.5 0.4 1.1 0.7 0.5
Falls in the last year 0.5 0.7 2.1 1.0 -1.5 -0.7 -0.0 -0.9 0.6 -0.7
Hair/balding pattern: Pattern 3 0.2 0.2 0.7 -0.1 0.3 -0.7 -0.5 0.1 -0.9 -0.4
Number of live births 0.3 0.4 1.0 0.8 0.4 -0.6 -0.6 0.6 0.1 1.0
Forced expiratory volume in 1-second (FEV1) 0.5 1.7 5.2 -0.9 2.2 -0.9 0.2 2.3 -0.1 0.7
Pulse rate 0.3 0.5 1.0 0.3 0.8 -0.7 -1.0 0.8 -0.6 0.2
Happiness 0.7 0.9 2.0 -0.3 -1.4 1.1 -0.0 -1.2 0.9 -0.7
Noisy workplace 0.6 0.8 2.9 -0.8 0.7 0.5 0.9 0.7 1.7 -0.1
Qualifications: A levels/AS levels or equivalent 0.7 1.5 5.3 0.9 -2.3 0.5 -0.3 -1.9 0.5 -0.6
Serious illness, injury or assault of a close relative in last 2 years 0.5 0.6 2.1 0.1 -0.6 1.5 -0.2 -0.0 0.9 0.9
Mouth/teeth dental problems: Dentures 0.1 0.1 0.2 -0.1 -0.4 0.5 0.2 -0.2 -0.3 -0.3
Asthma 0.3 0.6 1.7 0.9 -1.3 -0.2 -0.4 -1.2 0.1 -0.1
Medication: Ibuprofen (e.g. Nurofen) 0.3 0.4 1.1 -0.5 0.7 0.5 0.3 0.4 0.4 1.0
Medication: Cholesterol lowering 0.3 0.5 0.9 0.6 -0.9 0.5 0.0 -0.8 -0.9 -0.7
Depression (self-reported) 0.6 0.7 1.9 -0.6 -0.3 0.5 1.4 -0.6 0.6 -1.3
Medication: Lansoprazole 0.7 0.7 3.3 -0.0 -0.7 1.8 0.5 -0.6 0.9 -0.4
Prospective memory result 0.5 0.6 1.2 0.9 -0.9 -0.1 -0.5 -1.1 0.9 -0.2
Lung cancer (father) 3.5 4.1 12.7 0.2 3.6 -0.3 -0.7 3.1 0.4 2.4
Illnesses of mother 0.4 0.4 1.8 0.1 -0.7 1.4 0.0 -0.7 -0.2 -0.5
Forced expiratory volume in 1-second (FEV1), Best measure 0.6 2.0 6.0 -0.5 2.3 -0.5 0.4 2.5 0.7 1.3
Pulse wave Arterial Stiffness index 3.9 4.5 9.3 3.1 0.1 -2.6 -2.6 -0.3 -1.1 2.7
Impedance of arm (left) 1.6 7.5 25.9 -0.2 -5.1 0.6 0.9 -3.6 0.5 -3.4
Arm fat mass (right) 0.5 2.2 6.3 -1.2 2.5 0.9 0.4 2.0 1.3 1.1
Trunk predicted mass 0.9 4.9 13.8 0.9 3.7 -0.1 -1.0 2.8 -0.7 3.3
Standing height 0.1 1.3 5.0 0.9 -0.2 0.6 -1.0 -0.3 -2.2 1.2
Length of working week for main job 1.2 1.4 2.5 1.1 1.5 0.1 -0.2 1.1 1.5 1.6
Exposure to tobacco smoke at home 1.1 1.3 2.2 -1.0 -0.1 1.5 1.5 0.5 1.3 -1.3
Breastfed as a baby 3.6 4.4 10.7 1.5 -0.6 -2.7 -2.3 -1.5 -3.3 1.7
Tense / ‘highly strung’ 0.7 1.2 4.1 0.9 -0.8 -1.4 -0.7 -0.6 -2.0 0.1
Seen doctor (GP) for nerves, anxiety, tension or depression 0.6 0.9 4.0 -0.4 -0.2 -0.5 0.6 0.6 -1.0 -2.0
Hair/balding pattern: Pattern 4 0.2 0.6 1.3 -0.6 1.1 0.6 -1.0 0.9 0.3 0.6
Birth weight of first child 1.4 2.5 6.4 -1.6 2.4 0.9 0.2 2.5 1.0 -0.9
Peak expiratory flow (PEF) 1.8 4.1 11.6 -1.9 3.4 0.5 0.6 3.4 1.1 0.4
Pulse wave reflection index 2.4 2.9 7.8 2.4 0.5 -2.2 -1.3 -0.4 -0.2 2.8
Ever highly irritable/argumentative for 2 days 1.2 1.4 3.7 -0.9 1.2 1.9 0.1 1.6 1.1 -0.4
Loud music exposure frequency 0.6 0.7 1.7 -0.8 0.6 -0.4 0.8 1.3 -0.2 -1.1
Qualifications: O levels/GCSEs or equivalent 0.8 1.3 3.9 1.4 -0.9 0.4 -0.3 -0.7 2.0 1.3
Mouth/teeth dental problems: Bleeding gums 1.4 1.9 4.4 1.4 0.1 -1.7 -2.1 -0.1 -1.9 0.6
Blood clot in the leg (DVT) 1.3 1.6 4.5 0.7 1.2 -2.1 -0.8 1.4 -1.4 0.7
Medication: Paracetamol 0.5 0.8 3.7 0.5 -0.7 -0.5 -0.2 -0.7 -1.9 0.2
Headache pain in last month 2.8 4.8 11.1 2.5 -1.1 -3.3 -2.6 -2.2 -0.4 1.7
Medication for cholesterol, blood pressure or diabetes 0.9 1.4 3.0 -0.4 1.7 -0.9 0.3 1.7 1.5 1.0
Glaucoma (self-reported) 2.2 2.5 4.0 -1.9 -1.6 1.4 1.3 -1.2 -1.6 -2.0
Gout (self-reported) 0.5 0.7 2.7 -0.2 -0.4 -1.6 -0.6 -0.2 -1.2 -0.4
Hypothyroidism/myxoedema (self-reported) 0.4 0.8 2.2 -0.3 1.1 -1.5 -0.1 0.5 -1.3 0.2
Medication: Amlodipine 0.4 0.5 1.2 -0.6 -0.7 0.3 1.1 -0.6 0.1 -0.9
Medication: Ventolin 100micrograms inhaler 0.5 0.6 1.9 -0.5 -1.4 -0.7 0.8 -0.4 -0.2 -1.1
Birth weight 0.6 1.3 3.2 0.9 0.7 -0.5 -1.8 0.1 -1.2 1.8
Chronic bronchitis/emphysema (mother) 0.3 0.3 0.9 0.7 -0.3 0.5 0.4 -0.2 -0.9 -0.4
High blood pressure (siblings) 1.1 1.5 2.8 -0.9 -1.3 1.5 1.3 -1.2 0.1 -1.7
Forced vital capacity (FVC), Best measure 0.1 0.4 1.6 0.3 0.5 -0.6 -0.2 0.7 0.1 1.3
Body fat percentage 0.2 0.8 1.9 -1.3 0.8 0.7 0.9 0.6 1.4 -0.1
Leg fat percentage (right) 0.5 1.8 4.0 -1.4 1.6 0.7 1.4 1.1 2.0 0.2
Arm fat-free mass (right) 0.9 4.9 14.1 0.5 3.8 -0.2 -1.3 2.5 -0.7 3.4
Exposure to tobacco smoke outside home 0.3 0.4 1.7 -0.2 0.4 1.3 0.0 0.6 0.3 -0.3
Comparative body size at age 10 0.6 1.8 3.4 0.1 1.8 -0.3 -1.7 0.7 -1.6 1.8
Number of full brothers 2.0 2.5 5.6 1.6 0.5 -2.4 -1.3 0.2 -2.3 1.4
Worry too long after embarrassment 1.0 1.6 4.8 -0.2 -1.9 1.3 -0.1 -2.2 -0.5 -1.0
Seen a psychiatrist for nerves, anxiety, tension or depression 1.1 1.4 3.9 0.2 -2.0 0.3 0.5 -1.4 -1.1 -1.5
Wheeze or whistling in the chest in last year 0.1 0.1 0.6 0.8 -0.1 0.1 -0.0 -0.1 0.1 0.1
Number of children fathered 1.3 1.5 3.0 1.4 1.7 -1.2 -0.3 0.9 0.4 1.7
Reason for reducing amount of alcohol drunk: Health precaution 3.1 3.6 8.3 -0.8 -2.9 -0.6 0.7 -2.1 -2.0 -2.6
Age at first live birth 0.8 1.5 4.6 -0.2 -1.4 -1.1 -0.9 -0.8 -2.1 -1.1
Pulse wave peak to peak time 3.5 4.2 8.2 -2.9 -0.1 2.6 2.5 0.2 1.0 -2.5
Health satisfaction 0.3 0.4 1.1 1.1 -0.7 0.5 -0.6 -0.6 0.5 0.4
Shortness of breath walking on level ground 0.6 0.8 1.9 1.1 1.4 -0.2 -0.2 0.5 -0.3 1.3
Qualifications: College or University degree 0.6 1.8 6.9 0.5 -2.6 -0.2 0.2 -2.2 0.4 -0.9
Eye problems/disorders: None of the above 0.8 0.9 3.4 -0.8 -0.8 1.8 0.8 -0.1 0.4 -1.1
Mouth/teeth dental problems: Loose teeth 0.2 0.2 0.5 -0.2 0.5 -0.7 -0.1 -0.5 -0.5 0.3
Emphysema/chronic bronchitis 0.5 0.5 2.3 0.1 -0.7 1.5 -0.2 -0.4 0.5 -0.6
Medication for pain relief, constipation, heartburn 0.2 0.4 1.5 0.6 0.2 -0.7 -1.2 0.1 -0.0 0.7
Neck or shoulder pain in last month 1.1 1.6 6.0 1.3 -1.3 0.0 -2.5 -1.2 -0.4 0.5
Medication: Blood pressure 0.4 0.8 2.3 -0.2 -1.0 0.6 -0.0 -1.5 -0.9 -0.9
Angina (self-reported) 0.7 1.0 2.5 1.3 -1.1 0.8 -0.4 -1.6 0.6 0.3
Migraine (self-reported) 0.3 0.3 0.8 -0.5 0.2 0.9 0.5 0.8 0.4 -0.2
Medication: Ibuprofen 0.2 0.2 1.1 0.3 0.3 0.4 0.2 -0.3 0.4 1.0
Medication: Allopurinol 0.8 1.1 3.9 0.3 -0.5 -2.0 -0.6 -0.5 -1.6 -0.2
Medication: Omeprazole 0.5 0.6 1.6 0.4 -0.8 1.2 0.4 -1.3 -0.0 -0.4
Medication: Seretide 50 evohaler 1.5 1.7 3.6 1.8 -1.9 -1.0 -1.0 -1.8 0.4 0.5
Mean time to correctly identify matches 0.5 0.9 3.6 0.6 0.4 -0.7 0.2 0.6 1.9 1.1
Heart disease (mother) 0.3 0.4 0.8 -0.9 0.3 -0.5 0.6 -0.4 0.6 -0.9
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.2 0.2 0.8 0.2 -0.4 -0.3 -0.7 -0.3 0.9 -0.0
Whole body fat mass 0.4 1.5 4.3 -1.2 2.1 0.7 0.4 1.6 1.0 0.9
Leg fat mass (right) 0.6 2.1 5.7 -1.4 2.4 0.7 0.9 1.8 1.4 0.9
Arm predicted mass (right) 1.0 5.0 15.2 0.1 3.9 0.1 -1.0 2.9 -0.7 3.1
Pulse rate, automated reading 0.1 0.4 1.3 -0.6 -0.3 0.5 0.5 -0.6 -1.1 -0.6
Alcohol intake frequency. 0.6 1.4 3.4 1.3 1.6 -1.0 -0.0 1.2 0.1 1.8
Comparative height size at age 10 0.7 4.1 7.3 2.2 0.2 -2.1 -2.1 -1.0 -2.7 2.5
Number of full sisters 1.0 1.2 3.0 -0.9 1.7 1.3 1.1 1.4 -0.1 0.1
Suffer from ‘nerves’ 1.1 1.7 6.4 0.9 -1.1 -0.6 -1.0 -1.2 -2.5 -0.7
Overall health rating 0.5 1.0 3.0 0.4 -0.9 1.7 1.1 -0.8 0.8 -0.8
Chest pain or discomfort 1.6 2.3 6.6 1.3 -2.6 -0.7 -0.4 -2.2 -0.5 -1.5
Had major operations 0.5 0.6 2.1 -0.1 -0.4 -1.2 -0.2 -0.6 -1.4 -0.0
Age at last live birth 0.8 1.2 4.5 0.3 -0.9 -1.1 -1.1 -0.6 -2.1 -0.2
Family relationship satisfaction 0.1 0.1 0.2 0.3 -0.4 0.2 0.3 -0.4 0.3 0.4
Leg pain on walking 2.3 2.9 6.6 2.0 -1.0 -2.6 -1.3 -1.3 -1.9 1.1
Qualifications: NVQ or HND or HNC or equivalent 0.6 0.7 3.5 0.2 1.1 -1.9 -0.3 0.3 0.2 0.3
Commuting to job workplace: Car/motor vehicle 2.4 2.8 6.4 2.5 1.0 -1.0 -2.2 0.3 0.2 2.5
Illness, injury, bereavement, stress in last 2 years 1.9 2.3 4.5 -1.3 -2.1 -1.0 1.1 -1.5 -1.0 -2.1
Medication: Aspirin 1.0 1.3 4.1 -0.6 0.7 0.6 2.0 1.1 1.3 -0.9
Supplements: Vitamin C 0.8 0.9 3.2 -0.5 -1.0 1.2 0.6 -0.2 -0.4 -1.8
Knee pain experienced in last month 1.1 1.7 3.3 1.1 -1.8 -1.6 -0.8 -1.1 -1.7 0.4
Hypertension (Self-reported) 0.3 0.9 2.0 -1.3 -0.9 0.3 1.0 -0.7 -0.3 -1.4
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 1.0 1.2 2.3 -0.1 -0.8 1.5 1.5 -0.6 1.4 -0.9
Illnesses of father: Heart disease 1.9 2.6 7.3 -2.1 -0.5 1.1 2.7 -0.3 1.1 -1.9
Illnesses of siblings: Diabetes 0.4 0.5 1.8 -0.2 1.3 0.2 1.0 0.8 0.0 0.3
Smoking status: Previous 0.8 1.2 3.6 -1.2 -0.8 1.0 0.9 -0.4 -0.9 -1.9
Forced expiratory volume in 1-second (FEV1), predicted 0.4 0.9 5.2 -0.1 0.1 2.3 0.3 -0.0 0.7 0.7
Whole body fat-free mass 0.9 5.4 16.4 0.4 4.0 -0.1 -1.1 3.0 -0.6 3.3
Leg fat-free mass (right) 0.9 4.7 15.1 -0.1 3.9 -0.0 -1.1 2.8 -0.9 2.8
Arm fat percentage (left) 0.3 1.0 3.0 -1.1 1.2 0.3 0.8 0.9 1.7 0.3
Average weekly red wine intake 0.7 1.0 3.1 -1.1 -0.1 0.9 1.8 -0.0 0.8 -1.1
Handedness (chirality/laterality): Left-handed 0.2 0.2 0.7 0.3 0.3 0.4 0.4 0.1 0.8 0.4
Mood swings 0.1 0.1 0.3 0.5 -0.3 -0.3 -0.3 -0.3 0.1 -0.6
Loneliness, isolation 1.1 1.5 2.9 -0.5 -1.7 0.8 0.9 -1.1 -1.5 -1.6
Long-standing illness, disability or infirmity 0.6 0.9 3.3 -0.5 -0.9 -0.0 1.8 -1.0 0.6 -1.0
Ever had bowel cancer screening 1.4 1.7 4.9 -0.0 -2.2 0.0 0.2 -2.0 -0.5 -1.6
Diabetes diagnosed by doctor 0.6 0.9 2.7 -0.4 1.3 0.4 0.7 0.9 1.6 0.7
Ever had stillbirth, spontaneous miscarriage or termination 0.6 0.6 1.6 1.3 -0.2 -0.7 -0.7 0.4 1.2 0.3
Friendships satisfaction 0.8 1.0 2.6 0.5 -1.6 0.8 0.4 -1.3 -0.8 -0.9
Qualifications: nursing, teaching 0.1 0.1 0.4 0.2 -0.6 0.4 0.0 -0.3 0.3 0.4
Commuting to job workplace: Walk 1.4 1.5 4.4 -0.7 -1.5 2.1 0.4 -1.3 0.2 -1.3
Eye problems/disorders: Cataract 0.8 0.9 2.5 1.2 0.3 -1.6 -0.5 -0.7 -0.7 1.1
Mouth/teeth dental problems: Mouth ulcers 0.6 1.0 2.9 -0.7 -0.3 0.1 1.5 -0.3 1.1 -1.7
Medication for cholesterol 0.2 0.2 0.7 -0.1 0.2 0.8 0.1 0.6 -0.3 -0.7
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.9 1.0 2.3 1.5 -1.0 -1.2 -1.2 -0.9 -0.1 0.5
Back pain experienced in last month 1.4 2.0 5.7 2.4 -0.6 -0.9 -2.0 -0.8 0.0 1.6
Mineral and other dietary supplements 0.6 0.8 3.2 0.2 -0.0 1.8 -1.2 -0.3 0.9 -0.1
Breast cancer (self-reported) 0.8 1.0 2.3 1.5 0.2 -1.4 -0.9 -0.4 -1.0 0.8
Asthma (self-reported) 0.4 0.8 2.0 1.1 -1.4 -0.4 -0.7 -1.4 -0.0 -0.0
Osteoporosis (self-reported) 0.4 0.5 1.7 1.3 0.6 -0.4 -0.2 0.6 0.5 1.0
Osteoarthritis (self-reported) 1.1 1.5 4.0 1.3 -1.6 -2.0 -0.4 -1.2 -0.8 0.1
Medication: Aspirin 0.7 0.9 3.1 -0.4 0.4 0.5 1.8 0.7 1.1 -0.9
Medication: Gliclazide 1.7 1.9 4.4 -0.7 1.9 1.5 0.6 1.6 2.1 -0.1
Illnesses of father: None of the above (group 1) 0.6 0.7 2.7 1.1 0.1 -0.2 -1.7 0.1 -0.8 0.7
Smoking status: Current 0.2 0.3 0.8 0.9 0.3 0.2 -0.1 0.5 -0.6 0.7
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.9 2.0 6.1 -1.3 2.5 -0.7 0.6 2.2 -0.5 0.3
Whole body water mass 1.0 5.6 17.1 0.4 4.1 -0.2 -1.1 3.0 -0.7 3.3
Leg predicted mass (right) 0.9 4.7 15.1 -0.1 3.9 -0.0 -1.1 2.8 -0.9 2.8
Arm fat mass (left) 0.4 1.7 5.1 -1.1 2.2 0.5 0.4 1.7 1.2 1.0
Number of self-reported non-cancer illnesses 0.2 0.3 1.0 0.7 -1.0 -0.5 -0.0 -0.4 -0.2 0.7
Average weekly champagne plus white wine intake 0.2 0.3 0.8 0.0 0.1 -0.8 -0.9 -0.3 -0.3 0.3
Miserableness 0.5 0.8 2.1 -0.7 -1.0 0.5 1.0 -0.9 -0.2 -1.4
Guilty feelings 0.2 0.3 1.0 0.0 -0.0 -1.0 0.0 0.2 -0.9 -0.3
Wears glasses or contact lenses 1.4 1.7 3.7 0.4 -1.9 -1.5 -0.0 -1.3 -1.9 -0.4
Ever taken oral contraceptive pill 0.4 0.4 1.2 0.2 -1.1 -0.1 -0.5 -1.1 -0.1 -0.0
Hearing aid user 0.9 1.0 2.4 0.0 1.4 0.2 -1.6 0.8 -0.9 1.1
Mother’s age at death 0.3 0.3 0.7 -0.3 -0.6 -0.4 0.5 -0.1 0.8 -0.8
Financial situation satisfaction 0.2 0.2 0.8 -0.3 0.7 0.2 0.3 0.9 0.0 0.0
Tinnitus: Yes, now most or all of the time 0.3 0.3 0.9 -0.4 0.7 -0.2 -0.4 0.9 0.8 0.1
Commuting to job workplace: Public transport 0.3 0.4 0.8 -0.9 -0.8 0.4 0.4 -0.6 0.7 -0.2
Eye problems/disorders: Glaucoma 1.1 1.3 2.0 -1.4 -1.3 1.0 0.4 -0.9 -1.4 -1.2
Medication: Blood pressure 0.9 1.6 5.1 -1.7 -0.0 0.4 2.2 0.3 1.7 -0.6
Pain type(s) experienced in last month: Hip pain 1.5 1.9 5.6 2.4 -0.8 -0.8 -1.7 -1.1 -0.5 1.5
Supplements: Fish oil (including cod liver oil) 0.4 0.5 2.0 0.2 -0.4 -1.4 0.1 -0.5 -1.1 0.4
High cholesterol (Self-reported) 0.8 1.3 3.2 1.1 -1.1 -1.8 -0.3 -1.2 -1.4 0.3
Medication: Bendroflumethiazide 1.0 1.5 4.7 -0.4 -1.9 0.7 -0.3 -2.2 -1.0 -0.6
Medication: Paracetamol 0.4 0.6 2.7 0.2 -0.6 -0.8 -0.1 -0.8 -1.6 -0.2
Medication: Lisinopril 2.2 2.9 5.9 -2.4 0.2 -0.3 2.4 0.4 2.0 -2.1
Medication: Atorvastatin 0.4 0.5 1.5 0.6 -0.6 -1.2 -0.2 -0.5 0.7 0.5
Illnesses of father: High blood pressure 0.2 0.2 0.6 -0.1 -0.4 0.8 -0.1 -0.6 0.0 -0.6
Alcohol drinker status: Never 0.7 0.9 4.4 -0.5 0.2 -0.9 2.1 -0.3 -0.4 -0.6
Ever smoked 1.8 3.1 6.6 -0.7 -2.5 0.3 -0.2 -1.8 -2.6 -2.3
Basal metabolic rate 0.8 4.7 14.9 0.0 3.9 0.1 -0.9 2.8 -0.4 3.0
Leg fat percentage (left) 0.4 1.3 2.1 -1.3 1.4 0.8 1.3 0.9 1.4 0.1
Arm fat-free mass (left) 1.1 5.6 17.0 0.2 4.1 0.2 -1.1 3.0 -0.5 3.3
Number of operations (self-reported) 1.1 1.6 9.2 -0.3 -0.4 -3.0 0.5 0.0 -1.3 -0.3
Average weekly beer plus cider intake 0.6 0.9 1.9 1.3 -0.3 -1.1 -1.4 -0.8 -0.4 0.8
Irritability 0.4 0.6 2.0 1.1 0.4 0.4 -0.6 0.2 0.6 1.4
Risk taking 2.1 3.1 8.7 1.2 2.4 -0.9 -0.5 1.9 1.2 3.0
Ever had prostate specific antigen (PSA) test 1.8 2.1 3.5 -0.2 -1.7 1.3 0.7 -1.6 -1.9 -1.9
Fractured/broken bones in last 5 years 0.3 0.4 1.2 0.2 0.4 -1.1 -0.2 0.9 -0.6 -0.2
Age started oral contraceptive pill 0.4 0.5 1.3 -1.1 0.8 0.9 0.4 0.1 0.7 -0.3
Diastolic blood pressure, automated reading 0.1 0.3 0.8 0.0 -0.5 -0.9 0.4 0.0 0.7 -0.3
Ever depressed for a whole week 0.4 0.5 1.4 -0.9 -0.2 0.9 0.4 0.0 0.2 -1.2
Unable to work because of sickness or disability 0.8 1.0 2.2 1.5 -1.4 -0.3 -0.4 -1.3 -0.8 0.3
Commuting to job workplace: Cycle 0.5 0.6 1.6 0.4 -0.9 -0.3 0.1 -1.0 -1.3 -0.4
Myopia 0.7 0.9 2.0 -0.1 -1.1 -0.7 0.5 -1.2 -1.4 -1.1
Vascular/heart problems diagnosed by doctor 0.2 0.4 0.9 0.7 0.8 -0.5 -0.4 0.9 0.1 0.8
Cholesterol lowering medication 0.3 0.5 1.0 0.5 -0.6 -1.0 0.6 -0.9 0.7 0.2
Medication: Omeprazole (e.g. Zanprol) 0.4 0.4 1.1 -0.0 -0.7 0.8 0.5 -1.1 0.1 -0.8
Pain experienced in last month 1.8 3.0 6.0 -2.5 1.7 1.9 1.9 1.8 0.6 -0.9
Supplements: Calcium 0.4 0.4 1.7 -0.2 0.2 1.3 0.5 0.8 -0.6 -0.2
Basal cell carcinoma (self-reported) 0.3 0.3 1.0 0.7 0.2 1.0 0.3 0.6 0.3 0.4
Heart attack/myocardial infarction (self-reported) 0.6 0.8 3.8 -0.2 0.7 0.7 0.9 -0.1 1.9 0.2
Deep venous thrombosis (DVT) (self-reported) 1.3 1.7 4.2 0.8 1.1 -2.0 -1.1 1.4 -1.5 0.7
Heart disease (siblings) 0.5 0.6 2.2 0.2 1.5 0.1 -0.6 0.8 -0.4 0.9
Alcohol drinker status: Previous 1.1 1.3 4.7 2.2 -1.2 0.7 -0.7 -1.1 -0.0 0.9
Pack years of smoking 0.4 0.5 1.3 -0.5 0.3 -0.7 1.2 0.6 -1.0 -0.2
Impedance of whole body 1.5 7.4 25.5 -0.2 -5.0 0.9 0.7 -3.7 0.1 -3.3
Leg fat mass (left) 0.4 1.6 4.9 -1.3 2.2 0.7 0.7 1.5 0.9 0.8
Arm predicted mass (left) 1.0 5.1 16.6 0.0 4.1 0.5 -0.7 3.0 -0.4 3.0