Hub : Genes

COPA

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 CommonMind Brain Pre-frontal Cortex 0.0940 0.0310 8.0e-04 0.077 0.008 0.065 0.072 0.080 1.2e-09 3.1e-02 2.2e-08 4.6e-09 6.1e-10
2 GTEx Nerve Tibial 0.1430 0.0448 8.3e-05 0.085 NA 0.095 NA 0.096 1.3e-06 NA 3.0e-07 NA 2.6e-07
3 GTEx Whole Blood 0.1510 0.0440 3.6e-06 0.105 NA 0.082 NA 0.096 6.7e-10 NA 5.1e-08 NA 3.8e-09
4 NTR Blood 0.0232 0.0085 3.9e-04 0.006 0.009 0.010 0.009 0.011 2.9e-03 4.1e-04 2.4e-04 3.6e-04 1.3e-04
5 YFS Blood 0.0501 0.0106 1.1e-16 0.067 0.051 0.068 0.060 0.063 6.6e-21 3.0e-16 2.1e-21 5.3e-19 8.5e-20
6 TCGA Prostate Adenocarcinoma 0.0462 0.0250 4.1e-03 0.035 0.014 0.016 NA 0.026 1.4e-04 1.2e-02 7.1e-03 NA 8.3e-04
7 TCGA Skin Cutaneous Melanoma 0.2450 0.1170 2.6e-03 -0.007 0.073 0.024 NA 0.015 5.6e-01 5.4e-03 7.6e-02 NA 1.2e-01

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6 7
Bipolar Disorder (2018) 0.4 0.7 1.6 -0.2 -0.8 1.0 1.3 1.0 0.2 0.6
Bipolar Disorder or Schizophrenia 3.4 8.4 14.9 1.2 -2.6 2.8 3.4 3.2 2.5 3.9
Depressed Affect (Nagel 2018) 1.2 2.5 5.4 -0.5 1.6 -1.7 -1.6 -1.8 -1.0 -2.3
Depression (Nagel 2018) 0.6 1.0 2.6 0.0 0.9 -1.0 -1.1 -1.0 -0.3 -1.6
Intelligence (Savage-Jansen 2018) 1.7 5.2 9.1 1.0 3.0 -2.9 -2.5 -2.9 -0.5 -1.7
Neuroticism (Nagel 2018) 2.3 5.5 8.7 0.1 2.6 -2.8 -2.7 -2.7 -0.8 -2.9
Schizophrenia (2018) 4.7 9.9 20.1 1.6 -2.6 2.7 3.4 3.3 3.1 4.5
Schizophrenia vs Biploar Disorder 1.3 1.7 3.0 -0.3 -1.7 1.5 1.2 1.5 0.1 1.7
Worry (Nagel 2018) 1.6 3.3 5.3 0.2 2.0 -2.3 -2.1 -2.2 -0.3 -2.2
Alzheimer’s Disease (in mother) 0.8 1.0 3.1 -1.8 0.2 -0.1 -0.2 -0.4 -1.6 -1.1
Alzheimer’s Disease (in father) 0.5 0.5 0.9 -0.4 -0.8 0.7 0.7 0.7 0.6 1.0
Alzheimer’s Disease (including proxy) 0.3 0.4 1.4 -1.2 0.4 -0.4 -0.3 -0.5 -0.7 -0.5
Crohns Disease (2017) 1.3 2.9 6.8 -2.6 0.6 -0.4 -1.0 -1.0 -2.6 -2.0
Irritable Bowel Disease (IBD) 0.7 1.6 2.2 -1.4 1.0 -0.8 -1.2 -1.3 -1.5 -1.5
Ulcerative Colitis (UC) 0.4 0.8 1.6 0.1 1.0 -1.2 -1.3 -1.2 0.1 -0.5
Major Depression (MDD) 0.5 0.7 0.9 -0.1 -0.8 0.7 0.9 1.0 0.8 1.0
Reaction Time 0.4 0.7 1.4 1.2 0.9 -1.0 -0.6 -0.9 0.8 -0.1
Verbal and Numeric Reasoning (VNR) 1.2 2.9 5.0 0.6 2.2 -2.0 -1.7 -2.2 -0.4 -1.8
Breast Cancer 2.3 5.5 8.5 1.1 -2.7 2.4 2.5 2.8 1.6 2.9
Ovarian Cancer 0.1 0.1 0.3 -0.1 0.2 -0.4 -0.4 -0.4 0.2 -0.5
Prostate Cancer 0.1 0.2 0.6 0.8 0.2 -0.3 -0.3 -0.2 0.1 0.5
Age at First Birth 0.2 0.2 0.5 0.3 -0.3 0.3 0.6 0.6 0.4 0.7
Bipolar Disorder (2011) 1.8 1.8 3.3 1.2 -0.8 1.0 1.4 1.4 1.5 1.8
Body Mass Index (BMI) (2010) 0.7 0.9 3.0 1.7 0.8 -0.7 -0.6 -0.6 1.2 0.5
Coronary Artery Disease (CAD) 0.1 0.1 0.4 -0.2 0.6 0.0 -0.0 -0.5 -0.3 -0.1
Crohns Disease (2012) 0.7 1.1 2.4 -0.9 0.9 -0.8 -0.9 -1.1 -1.6 -1.0
Mean Putamen Volume 2.3 2.7 4.8 -0.4 -2.0 1.9 1.6 1.8 0.0 2.2
Fasting Glucose 0.1 0.2 0.4 -0.6 -0.1 0.2 -0.3 -0.1 -0.7 -0.5
HbA1C 0.1 0.1 0.3 -0.6 -0.3 0.5 0.3 -0.1 -0.4 -0.1
HDL Cholesterol 0.7 1.1 3.3 -1.8 -1.0 1.2 0.6 0.9 -0.8 0.5
LDL Cholesterol 0.9 1.4 5.4 1.8 0.5 -0.5 -0.1 -0.1 2.3 0.8
Lupus 1.9 2.9 4.8 0.9 -1.7 1.6 2.2 2.0 1.5 1.9
Neuroticism (2016) 6.2 8.9 14.7 0.3 3.5 -3.7 -3.6 -3.8 -0.2 -3.0
Primary Biliary Cirrhosis 0.8 1.2 2.1 -1.2 -1.4 1.4 1.1 1.2 -0.3 0.3
Rheumatoid Arthritis 0.1 0.2 0.4 -0.0 -0.7 0.7 -0.2 0.6 0.1 0.1
Schizophrenia (2014) 3.9 8.5 16.4 1.1 -2.8 2.7 3.2 3.2 2.6 4.0
Triglycerides 0.1 0.2 0.5 0.7 0.3 -0.6 -0.5 -0.4 0.5 -0.0
Type 2 Diabetes (T2D) (2012) 2.3 2.7 5.0 1.0 2.0 -1.8 -2.2 -2.0 -0.1 -1.3
Ulcerative Colitis 0.4 0.5 0.9 0.6 0.8 -0.9 -0.9 -0.9 0.5 0.2
Blood Eosinophil Count 0.5 4.0 6.9 -0.4 -2.4 2.6 2.6 2.4 0.8 1.6
Blood Platelet Count 0.6 7.0 17.0 4.1 2.4 -2.4 -1.8 -1.7 3.7 1.1
Blood Red Count 0.0 0.4 1.3 0.6 0.4 -0.5 -1.1 -0.5 0.3 -0.6
Blood White Count 0.1 0.8 3.5 1.1 0.6 -0.4 -0.0 -0.3 1.9 0.4
Heel T-Score 1.7 13.7 22.0 1.3 4.6 -4.7 -4.3 -4.4 0.5 -3.6
BMI 0.2 1.3 3.3 1.8 0.8 -0.8 -1.0 -0.3 1.5 1.1
Height 0.8 16.1 26.6 -2.7 -5.2 5.1 4.9 5.0 -0.5 1.9
Waist Hip Ratio (WHR) 4.4 20.0 31.2 1.0 -4.9 4.8 5.2 5.2 2.4 5.6
Systolic Blood Pressure 0.5 2.5 4.8 -2.2 -1.6 1.8 1.3 1.1 -2.0 -0.3
Smoking Status 0.1 0.3 0.7 0.1 -0.8 0.8 0.3 0.7 -0.2 0.7
Allergy or Eczema 3.2 8.5 13.7 1.2 3.6 -3.6 -3.7 -3.5 0.4 -2.3
Cardiovascular Disease 0.2 0.8 2.1 1.0 -0.5 0.7 0.7 0.9 1.4 0.7
Hypothyroidism (self reported) 2.4 5.6 11.0 1.8 -1.7 1.8 2.2 2.3 2.9 3.3
Respiratory disease 1.3 2.9 5.6 0.5 2.3 -2.1 -1.8 -2.4 -0.2 -1.3
Type 2 Diabetes (T2D) (2018) 1.9 3.6 5.9 -0.1 2.1 -2.1 -2.3 -2.2 -0.7 -2.4
Lung FEV1/FVC ratio 0.8 4.3 7.3 1.6 2.5 -2.5 -2.7 -2.4 0.4 -1.2
Lung FVC 1.1 5.6 7.6 0.4 -2.7 2.6 2.8 2.7 1.8 2.7
Neuroticism 1.9 4.6 7.9 0.8 2.6 -2.8 -2.5 -2.6 0.2 -1.9
Chronotype (morning person) 1.2 2.9 4.5 0.5 2.1 -2.1 -2.0 -2.1 0.8 -1.4
Hair Pigment 0.0 1.0 2.7 -1.2 -0.8 1.0 0.8 0.6 -1.6 -0.1
Tanning 0.1 0.8 1.9 0.6 -0.8 0.6 0.5 0.9 1.4 1.3
Hand grip strength (left) 2.8 7.4 20.6 4.5 1.9 -2.2 -1.4 -1.5 4.0 1.7
Number of treatments/medications taken 0.0 0.1 0.4 0.2 -0.0 0.1 0.7 0.2 -0.1 0.1
Average weekly spirits intake 1.0 1.2 2.7 0.0 -1.1 1.1 1.6 1.4 0.5 1.1
Sensitivity / hurt feelings 1.7 3.0 4.4 -0.6 1.6 -2.0 -2.1 -1.9 -1.5 -1.9
Frequency of depressed mood in last 2 weeks 0.5 0.6 1.0 0.9 0.9 -1.0 -0.9 -0.9 0.5 -0.1
Hearing difficulty/problems: Yes 0.1 0.2 0.5 0.2 -0.5 0.6 0.3 0.5 0.3 0.7
Relative age of first facial hair 0.2 0.4 1.1 -0.7 -0.1 0.2 0.3 0.0 -1.1 -1.0
Other serious medical condition/disability diagnosed by doctor 0.6 0.8 1.4 -0.5 1.2 -0.9 -0.7 -1.1 -0.4 -1.1
Ever used hormone-replacement therapy (HRT) 1.9 2.4 3.8 -0.4 1.9 -1.7 -1.7 -1.7 -0.8 -1.8
Ever had hysterectomy (womb removed) 0.7 0.8 2.2 -1.1 0.8 -0.6 -0.5 -0.8 -0.7 -1.5
Systolic blood pressure, automated reading 0.3 0.8 1.6 -1.2 -0.8 1.0 0.3 0.6 -1.3 -0.4
Eye problems/disorders: Diabetes related eye disease 0.1 0.2 0.4 0.4 -0.1 0.2 0.6 0.2 0.6 0.2
Angina 0.6 0.8 2.0 0.3 -0.9 0.8 0.8 1.0 0.6 1.4
Medication for hormone replacement therapy 0.1 0.1 0.2 0.2 0.4 -0.4 -0.1 -0.1 -0.1 0.4
Vitamin and mineral supplements 0.2 0.3 0.7 -0.8 -0.4 0.5 0.1 0.3 -0.8 -0.6
Supplements: Zinc 1.1 1.2 1.9 -1.3 -1.4 1.3 1.0 1.2 -0.5 0.7
Medication: Co-codamol 0.0 0.1 0.3 0.1 -0.2 0.1 -0.0 -0.0 -0.1 -0.5
Medication: Metformin 0.5 0.8 1.3 0.5 1.2 -1.1 -1.1 -1.0 -0.1 -0.7
Diabetes (father) 0.3 0.3 0.7 0.1 -0.6 0.8 0.5 0.6 0.4 0.5
Diabetes (mother) 0.9 1.1 1.7 -0.6 -1.3 1.3 0.8 1.3 -0.4 1.2
Severe depression (siblings) 0.4 0.5 1.6 0.9 -0.2 0.1 -0.1 0.3 1.3 0.8
Pack years adult smoking proportion 1.8 2.8 4.7 -0.5 -2.2 2.2 1.7 1.9 -1.0 1.4
Impedance of leg (right) 0.2 0.8 2.0 -0.8 0.5 -0.5 -0.8 -0.7 -1.1 -1.4
Leg fat-free mass (left) 0.8 4.5 6.8 0.2 -2.4 2.4 2.6 2.6 1.1 2.3
Trunk fat percentage 0.9 3.5 5.6 -1.7 -2.2 2.4 1.9 2.2 -1.4 0.9
Hand grip strength (right) 4.4 12.0 33.8 5.8 2.2 -2.5 -1.8 -1.6 5.3 2.3
Townsend deprivation index at recruitment 1.6 2.2 3.5 0.2 -1.6 1.7 1.7 1.9 0.6 1.8
Current tobacco smoking 2.3 3.7 6.1 0.3 -2.4 2.3 1.9 2.5 0.4 2.3
Average weekly fortified wine intake 0.6 0.7 1.4 -1.1 -0.4 0.3 0.5 0.4 -1.1 -1.2
Maternal smoking around birth 1.5 2.1 3.2 0.7 1.8 -1.6 -1.7 -1.6 0.4 -1.7
Fed-up feelings 1.3 2.3 5.2 -0.3 1.6 -1.7 -1.3 -1.8 -0.9 -2.3
Frequency of unenthusiasm / disinterest in last 2 weeks 2.5 3.4 7.3 -0.5 1.9 -2.0 -1.6 -2.2 -1.1 -2.7
Relative age voice broke 0.2 0.4 0.6 -0.7 -0.8 0.7 0.6 0.7 -0.3 -0.1
Taking other prescription medications 0.9 1.4 2.8 0.5 -1.0 1.1 1.7 1.3 1.2 1.3
Age when periods started (menarche) 0.3 0.8 2.4 1.5 0.5 -0.5 0.3 -0.4 1.5 0.1
Bilateral oophorectomy (both ovaries removed) 1.4 1.6 3.2 -0.0 1.8 -1.6 -1.0 -1.4 0.2 -1.5
Heel bone mineral density (BMD) T-score, automated (left) 0.9 2.1 3.5 1.9 1.8 -1.6 -1.2 -1.2 1.5 -0.2
Tinnitus: Yes, but not now, but have in the past 1.3 1.4 2.4 -1.0 1.3 -1.3 -1.1 -1.2 -0.7 -1.6
Qualifications: CSEs or equivalent 0.1 0.1 0.3 -0.4 -0.4 0.3 0.4 0.3 -0.0 -0.6
Serious illness, injury or assault to yourself 0.1 0.1 0.3 -0.5 0.0 -0.1 -0.1 -0.1 -0.5 0.2
High blood pressure 0.5 1.4 2.8 1.2 -0.7 0.9 1.2 1.1 1.2 1.7
Hayfever, allergic rhinitis or eczema 3.5 7.7 12.2 0.3 3.5 -3.3 -3.5 -3.4 -0.0 -2.6
Multivitamins +/- minerals 1.0 1.3 2.1 -0.1 -1.4 1.3 1.2 1.3 0.2 1.5
Stomach or abdominal pain in last month 2.8 3.5 6.1 0.4 -2.1 1.9 2.1 2.1 1.0 2.5
Supplements: Glucosamine 1.3 1.7 4.1 -1.3 0.7 -0.6 -1.4 -1.1 -2.0 -1.5
Diverticular disease/diverticulitis (self-reported) 0.7 0.8 1.6 -1.0 0.8 -0.6 -0.6 -0.9 -1.0 -1.2
Medication: Atenolol 0.9 1.1 2.0 -0.7 -1.2 1.4 1.3 1.2 -0.7 -0.1
Medication: Levothyroxine sodium 2.2 3.8 7.2 1.5 -1.4 1.4 1.7 1.9 2.7 2.6
Sitting height 0.0 0.2 0.5 -0.5 0.2 -0.1 0.0 -0.4 -0.4 -0.7
Chronic bronchitis/emphysema (father) 2.7 3.2 5.1 -0.5 -2.3 2.2 1.8 2.2 0.6 2.0
High blood pressure (mother) 0.1 0.1 0.3 -0.3 -0.5 0.4 0.1 0.3 -0.4 -0.0
Body mass index (BMI) 0.2 0.8 2.3 1.4 -0.2 0.3 0.2 0.6 1.1 1.5
Impedance of leg (left) 0.2 0.9 2.5 -1.2 0.4 -0.4 -0.7 -0.7 -1.1 -1.6
Leg predicted mass (left) 0.9 4.6 7.1 0.2 -2.5 2.4 2.7 2.6 1.1 2.4
Trunk fat mass 0.9 3.8 6.5 -0.8 -2.4 2.5 2.2 2.6 -0.3 1.6
Waist circumference 1.2 4.3 7.5 0.4 -2.2 2.3 2.1 2.6 0.9 2.7
Number of incorrect matches in round 0.1 0.2 0.6 0.3 -0.3 0.2 0.4 0.5 0.8 0.2
Past tobacco smoking 0.3 0.6 1.8 0.8 -0.3 0.3 0.6 0.7 1.4 0.7
Alcohol usually taken with meals 1.6 2.5 6.0 -0.9 1.7 -1.5 -1.2 -1.7 -1.2 -2.4
Nervous feelings 2.4 4.4 7.4 0.5 2.6 -2.7 -2.3 -2.5 0.3 -2.2
Frequency of tenseness / restlessness in last 2 weeks 0.2 0.3 0.8 -0.3 0.3 -0.4 -0.3 -0.5 -0.5 -0.9
Hearing difficulty/problems with background noise 0.3 0.4 0.7 -0.4 -0.8 0.8 0.6 0.8 -0.1 0.8
Hair/balding pattern: Pattern 2 0.9 1.1 1.7 -0.5 -1.2 1.3 1.3 1.3 -0.9 0.6
Had menopause 0.4 0.5 0.9 0.5 1.0 -0.7 -0.8 -0.8 0.2 -0.4
Had other major operations 1.1 1.4 2.7 -1.6 -1.1 1.4 1.1 1.3 -0.9 0.2
Forced vital capacity (FVC) 0.2 0.9 1.8 -0.9 -1.3 1.2 1.1 1.0 -0.1 -0.1
Heel bone mineral density (BMD) T-score, automated (right) 1.0 2.4 4.5 1.6 2.1 -1.9 -1.4 -1.6 1.2 -0.5
Ever unenthusiastic/disinterested for a whole week 0.5 0.6 2.1 1.4 0.4 -0.6 0.1 -0.3 0.9 0.8
Qualifications: None of the above 0.0 0.0 0.1 0.2 0.1 -0.1 -0.3 -0.0 0.3 0.3
Financial difficulties in last 2 years 0.7 0.9 1.5 -1.2 -0.9 0.9 0.8 0.8 -1.1 -0.8
Mouth/teeth dental problems 1.6 2.4 4.8 -1.9 -1.4 1.7 1.3 1.4 -2.2 -0.0
Heart attack 0.1 0.2 0.7 -0.8 0.1 0.0 0.3 -0.2 -0.7 0.1
Allergy 2.9 6.6 11.6 -1.0 -3.4 3.2 3.0 3.2 -0.5 1.9
Pain all over the body in last month 0.4 0.4 1.2 -0.1 0.6 -0.5 -0.5 -0.6 -0.3 -1.1
Diabetes (self-reported) 0.5 0.8 1.3 -0.2 1.0 -0.9 -1.1 -1.0 -0.4 -1.1
Hayfever/allergic rhinitis (self-reported) 1.3 1.7 2.6 -0.3 1.6 -1.5 -1.6 -1.6 -0.7 -1.3
Medication: Ramipril 0.2 0.2 0.7 0.1 0.8 -0.7 -0.3 -0.5 0.4 -0.2
Medication: Simvastatin 1.2 1.7 2.9 0.6 -1.2 1.4 1.7 1.6 0.9 1.4
Fluid intelligence score 1.7 3.6 6.4 0.9 2.5 -2.3 -2.0 -2.5 -0.1 -1.7
Illnesses of siblings 0.0 0.1 0.3 0.2 -0.0 -0.0 -0.5 -0.0 -0.1 -0.4
Neuroticism score 1.7 3.5 6.6 0.5 2.2 -2.6 -2.1 -2.3 -0.1 -1.7
Weight 0.4 2.0 3.3 0.7 -1.3 1.3 1.5 1.6 1.2 1.8
Impedance of arm (right) 2.8 12.9 37.6 -5.8 -0.9 1.1 0.3 -0.0 -6.1 -4.1
Arm fat percentage (right) 0.3 1.2 1.8 -1.1 -1.2 1.4 0.9 1.2 -1.3 0.5
Trunk fat-free mass 1.0 5.5 11.2 2.2 -1.6 1.4 2.1 2.0 3.3 3.1
Hip circumference 0.0 0.2 0.6 -0.5 0.1 0.0 -0.3 -0.0 -0.8 -0.5
Time employed in main current job 1.1 1.3 2.8 -1.2 0.6 -0.6 -1.4 -0.9 -1.7 -1.1
Alcohol intake versus 10 years previously 0.2 0.3 0.6 -0.7 0.4 -0.2 -0.5 -0.5 -0.6 -0.8
Father’s age at death 0.1 0.1 0.3 -0.0 0.1 -0.1 -0.5 -0.3 -0.2 0.6
Worrier / anxious feelings 0.9 1.7 3.2 0.4 1.6 -1.8 -1.2 -1.6 0.0 -1.4
Frequency of tiredness / lethargy in last 2 weeks 1.0 1.6 4.2 -0.8 1.2 -1.2 -1.1 -1.2 -1.0 -2.0
Falls in the last year 0.5 0.7 1.6 -1.3 -0.8 0.7 0.5 0.5 -1.1 -0.6
Hair/balding pattern: Pattern 3 2.4 3.6 10.0 3.2 1.4 -1.6 -0.7 -1.0 2.5 1.7
Number of live births 0.4 0.6 1.2 -0.8 -1.1 1.1 0.3 0.7 -0.9 -0.2
Forced expiratory volume in 1-second (FEV1) 0.1 0.2 0.8 -0.5 -0.0 -0.1 -0.3 -0.3 -0.2 -0.9
Pulse rate 0.1 0.2 0.6 0.3 -0.1 0.3 0.5 0.2 0.5 0.8
Happiness 0.1 0.1 0.2 0.1 0.5 -0.5 -0.2 -0.3 -0.1 -0.4
Noisy workplace 1.6 1.9 3.9 1.0 -0.9 0.9 1.6 1.1 1.7 2.0
Qualifications: A levels/AS levels or equivalent 0.0 0.1 0.2 -0.4 -0.0 -0.1 0.2 -0.1 -0.2 -0.3
Serious illness, injury or assault of a close relative in last 2 years 1.1 1.3 4.3 -1.0 0.7 -0.8 -0.7 -1.0 -2.1 -1.0
Mouth/teeth dental problems: Dentures 2.8 4.7 7.4 1.7 2.7 -2.6 -2.7 -2.3 1.2 -1.3
Asthma 1.8 3.6 6.9 1.4 2.6 -2.4 -1.8 -2.5 0.7 -1.0
Medication: Ibuprofen (e.g. Nurofen) 0.0 0.0 0.1 0.2 -0.1 -0.0 -0.4 -0.1 -0.3 0.1
Medication: Cholesterol lowering 0.1 0.1 0.4 0.4 -0.1 0.2 0.6 0.4 0.1 0.4
Depression (self-reported) 0.1 0.1 0.2 0.5 0.2 -0.4 -0.1 -0.2 0.3 0.2
Medication: Lansoprazole 0.2 0.2 1.1 0.6 0.2 -0.2 0.2 0.3 1.0 0.1
Prospective memory result 1.6 2.0 3.9 -0.6 -1.8 1.8 2.0 1.7 0.1 0.6
Lung cancer (father) 2.0 2.4 3.8 -0.2 1.7 -1.7 -1.9 -1.9 0.3 -1.9
Illnesses of mother 0.1 0.1 0.2 -0.1 0.3 -0.4 -0.0 -0.3 0.1 -0.4
Forced expiratory volume in 1-second (FEV1), Best measure 0.1 0.2 0.7 0.0 0.3 -0.4 -0.3 -0.5 0.3 -0.8
Pulse wave Arterial Stiffness index 0.3 0.3 0.8 -0.7 -0.5 0.7 0.9 0.5 -0.0 -0.2
Impedance of arm (left) 2.9 13.6 37.8 -6.2 -1.5 1.7 0.8 0.5 -6.2 -3.7
Arm fat mass (right) 0.4 1.7 2.8 -0.2 -1.5 1.6 1.4 1.7 -0.0 1.4
Trunk predicted mass 0.9 5.3 10.8 2.1 -1.6 1.4 2.0 2.0 3.3 3.0
Standing height 0.4 4.0 8.3 -1.1 -2.5 2.4 2.9 2.4 0.6 0.8
Length of working week for main job 1.5 1.7 3.6 -0.6 1.4 -1.4 -1.3 -1.5 -0.3 -1.9
Exposure to tobacco smoke at home 1.1 1.3 3.0 0.1 -1.2 1.2 1.3 1.0 -0.2 1.7
Breastfed as a baby 4.6 5.7 9.2 1.2 3.0 -2.9 -2.8 -2.9 0.3 -2.1
Tense / ‘highly strung’ 0.1 0.2 0.5 0.1 0.2 -0.4 -0.7 -0.4 -0.7 0.2
Seen doctor (GP) for nerves, anxiety, tension or depression 0.3 0.4 0.8 -0.1 0.6 -0.9 -0.9 -0.6 -0.2 -0.7
Hair/balding pattern: Pattern 4 0.7 1.7 3.4 0.8 1.5 -1.5 -1.9 -1.4 0.9 -0.3
Birth weight of first child 0.6 1.1 2.0 -1.1 -1.0 1.1 1.4 0.9 -1.2 -0.3
Peak expiratory flow (PEF) 1.5 3.5 7.0 -0.2 2.1 -1.9 -2.0 -2.2 -0.7 -2.6
Pulse wave reflection index 1.3 1.6 3.2 0.0 -1.4 1.5 1.8 1.6 0.7 0.9
Ever highly irritable/argumentative for 2 days 0.5 0.6 1.1 1.0 0.7 -0.9 -0.5 -0.9 1.0 0.4
Loud music exposure frequency 0.7 0.8 1.3 0.2 1.0 -1.1 -1.0 -1.1 -0.1 -0.9
Qualifications: O levels/GCSEs or equivalent 0.2 0.3 0.7 -0.6 -0.6 0.5 0.4 0.5 -0.8 0.1
Mouth/teeth dental problems: Bleeding gums 0.6 0.7 2.4 -0.7 0.6 -0.9 -0.3 -0.9 -0.2 -1.6
Blood clot in the leg (DVT) 0.4 0.5 0.8 0.5 0.9 -0.9 -0.7 -0.8 -0.2 -0.4
Medication: Paracetamol 1.1 1.8 2.9 -1.1 -1.7 1.7 1.5 1.4 -0.9 0.7
Headache pain in last month 1.3 2.2 3.5 -1.6 -1.8 1.7 1.9 1.4 -1.2 0.5
Medication for cholesterol, blood pressure or diabetes 0.3 0.4 1.5 -1.1 -0.2 0.0 -0.4 -0.3 -1.2 -0.4
Glaucoma (self-reported) 1.7 2.0 3.8 0.3 -1.5 1.6 1.8 1.5 0.1 1.9
Gout (self-reported) 0.4 0.5 1.7 -1.2 -0.4 0.5 -0.2 0.2 -1.3 -0.4
Hypothyroidism/myxoedema (self-reported) 2.5 5.0 8.0 1.4 -1.9 1.9 2.3 2.4 2.5 2.8
Medication: Amlodipine 0.8 1.2 2.3 -1.5 -0.9 1.0 1.1 0.7 -1.5 -0.2
Medication: Ventolin 100micrograms inhaler 0.6 0.7 1.5 0.4 1.2 -1.2 -0.8 -1.1 0.3 -0.3
Birth weight 0.3 0.6 1.3 0.7 -0.4 0.5 0.7 0.6 1.1 1.0
Chronic bronchitis/emphysema (mother) 0.3 0.3 1.0 -0.8 0.1 0.1 -0.2 -0.2 -1.0 -0.6
High blood pressure (siblings) 0.6 0.8 1.5 -1.2 -0.9 1.0 1.2 0.8 -0.8 -0.1
Forced vital capacity (FVC), Best measure 0.1 0.2 0.5 -0.2 -0.5 0.5 0.7 0.4 0.5 -0.3
Body fat percentage 0.4 1.7 3.0 -0.7 -1.6 1.7 1.3 1.7 -0.7 1.1
Leg fat percentage (right) 0.3 1.0 2.9 1.4 -0.5 0.6 0.3 0.8 1.0 1.7
Arm fat-free mass (right) 1.4 7.4 14.7 2.6 -1.8 1.6 2.2 2.4 3.8 3.7
Exposure to tobacco smoke outside home 0.3 0.4 1.5 0.8 0.2 -0.1 -0.1 -0.0 1.2 0.5
Comparative body size at age 10 0.8 2.1 4.0 0.9 1.9 -2.0 -1.8 -1.7 0.3 -0.7
Number of full brothers 1.1 1.4 4.9 2.2 0.6 -0.9 -0.4 -0.8 1.5 0.8
Worry too long after embarrassment 3.9 6.5 10.8 1.6 3.1 -3.3 -2.6 -3.1 0.8 -2.4
Seen a psychiatrist for nerves, anxiety, tension or depression 0.4 0.6 1.3 -0.2 0.8 -0.9 -0.7 -0.9 -0.1 -1.1
Wheeze or whistling in the chest in last year 0.2 0.3 0.7 0.8 0.4 -0.4 0.3 -0.2 0.8 0.5
Number of children fathered 0.4 0.4 1.8 1.3 -0.1 0.1 0.1 -0.0 0.7 0.9
Reason for reducing amount of alcohol drunk: Health precaution 1.1 1.2 3.0 -0.1 -1.1 1.0 1.7 1.2 0.8 1.2
Age at first live birth 1.0 1.8 3.3 0.1 1.8 -1.6 -1.3 -1.6 -0.2 -1.5
Pulse wave peak to peak time 0.2 0.2 0.6 0.5 0.4 -0.6 -0.8 -0.5 -0.1 0.1
Health satisfaction 3.0 3.9 6.9 -0.3 -2.6 2.3 2.0 2.5 0.5 2.1
Shortness of breath walking on level ground 0.3 0.4 1.1 -0.3 0.5 -0.6 -0.5 -0.7 -0.3 -1.0
Qualifications: College or University degree 1.4 4.3 8.1 0.4 2.8 -2.7 -1.9 -2.8 0.0 -1.6
Eye problems/disorders: None of the above 1.0 1.2 2.3 -0.2 1.1 -1.1 -1.1 -1.3 -0.9 -1.5
Mouth/teeth dental problems: Loose teeth 1.8 2.1 4.0 -0.6 -1.8 1.9 2.0 1.7 -0.0 0.9
Emphysema/chronic bronchitis 0.1 0.1 0.2 0.3 0.4 -0.3 -0.1 -0.3 0.3 -0.5
Medication for pain relief, constipation, heartburn 0.1 0.2 0.5 0.7 0.5 -0.4 -0.5 -0.3 0.6 0.1
Neck or shoulder pain in last month 0.4 0.5 2.0 1.4 0.2 -0.5 -0.1 -0.3 1.0 0.7
Medication: Blood pressure 0.3 0.6 2.1 1.2 0.4 -0.2 0.3 0.0 1.4 0.4
Angina (self-reported) 0.5 0.7 1.9 0.2 -0.8 0.8 0.7 0.9 0.5 1.4
Migraine (self-reported) 0.4 0.6 1.8 1.3 -0.1 0.1 0.3 0.1 0.8 1.1
Medication: Ibuprofen 0.2 0.3 0.7 0.6 0.4 -0.6 -0.8 -0.6 0.0 -0.2
Medication: Allopurinol 0.5 0.7 1.1 -0.9 -0.9 1.0 0.5 0.7 -1.0 0.8
Medication: Omeprazole 0.2 0.2 0.4 0.6 0.4 -0.5 0.1 -0.4 0.7 0.4
Medication: Seretide 50 evohaler 1.3 1.4 3.1 1.8 1.3 -1.3 -0.8 -1.3 1.1 0.4
Mean time to correctly identify matches 2.1 4.0 5.9 2.4 2.4 -2.4 -1.8 -2.2 1.8 -0.4
Heart disease (mother) 0.4 0.4 1.7 1.3 0.3 -0.4 -0.1 -0.3 0.5 0.9
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.6 0.7 2.8 1.7 0.4 -0.3 -0.0 -0.2 1.1 0.7
Whole body fat mass 0.8 3.1 5.5 -0.5 -2.2 2.2 1.9 2.3 -0.0 1.7
Leg fat mass (right) 0.5 1.9 3.8 0.7 -1.4 1.4 1.2 1.7 0.9 1.9
Arm predicted mass (right) 1.4 7.2 16.2 2.6 -1.6 1.5 2.1 2.3 4.0 3.5
Pulse rate, automated reading 0.1 0.5 1.4 0.9 0.1 0.0 0.1 0.2 1.1 1.2
Alcohol intake frequency. 0.5 1.2 2.4 0.3 -1.4 1.2 1.1 1.3 0.0 1.5
Comparative height size at age 10 0.1 0.4 0.6 -0.5 -0.8 0.7 0.7 0.8 0.7 0.1
Number of full sisters 1.2 1.4 3.6 1.9 0.8 -1.2 -0.4 -0.7 1.9 0.1
Suffer from ‘nerves’ 4.3 6.7 11.8 -0.2 2.8 -3.0 -2.9 -3.0 -1.0 -3.4
Overall health rating 0.4 0.8 1.5 0.3 -1.1 0.9 0.8 1.1 0.6 1.2
Chest pain or discomfort 0.8 1.1 1.8 1.0 1.3 -1.3 -1.2 -1.2 0.7 -0.5
Had major operations 2.9 3.4 6.0 0.3 -1.9 1.8 2.3 2.1 1.1 2.5
Age at last live birth 1.5 2.2 3.4 -0.2 1.8 -1.5 -1.4 -1.8 -0.9 -1.8
Family relationship satisfaction 0.1 0.1 0.2 0.3 0.4 -0.4 -0.4 -0.4 -0.4 -0.3
Leg pain on walking 0.2 0.3 1.1 0.2 -0.4 0.4 1.0 0.6 0.3 0.0
Qualifications: NVQ or HND or HNC or equivalent 0.6 0.8 2.2 -1.0 0.1 -0.1 -0.7 -0.5 -1.5 -1.2
Commuting to job workplace: Car/motor vehicle 1.3 1.5 4.3 0.8 1.1 -1.2 -2.1 -1.3 -0.4 -1.0
Illness, injury, bereavement, stress in last 2 years 0.2 0.2 1.0 0.3 -0.3 0.5 0.2 0.4 1.0 0.2
Medication: Aspirin 0.0 0.1 0.2 -0.3 -0.0 0.1 0.2 0.1 -0.4 0.2
Supplements: Vitamin C 2.3 2.8 5.1 1.2 2.3 -2.1 -1.7 -2.1 0.6 -0.9
Knee pain experienced in last month 0.1 0.1 0.4 -0.1 0.3 -0.2 -0.2 -0.4 -0.2 -0.7
Hypertension (Self-reported) 0.3 0.8 1.4 0.8 -0.5 0.7 1.1 0.9 1.0 1.2
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 1.1 1.3 3.8 1.9 0.7 -0.8 -0.3 -0.3 1.9 1.0
Illnesses of father: Heart disease 0.1 0.2 0.4 0.6 -0.0 0.1 0.3 0.2 0.5 0.6
Illnesses of siblings: Diabetes 0.8 1.0 1.8 0.6 1.2 -1.4 -1.2 -1.1 0.2 -0.5
Smoking status: Previous 1.1 1.6 2.5 -0.7 1.2 -1.1 -1.2 -1.6 -1.4 -1.6
Forced expiratory volume in 1-second (FEV1), predicted 0.7 1.4 2.2 -1.4 -1.5 1.4 1.0 1.4 -0.7 -0.3
Whole body fat-free mass 0.9 5.2 8.6 1.5 -2.0 1.8 2.4 2.4 2.6 2.9
Leg fat-free mass (right) 0.8 4.2 6.8 -0.0 -2.4 2.3 2.6 2.5 1.0 2.1
Arm fat percentage (left) 0.5 2.1 3.3 -1.4 -1.6 1.8 1.2 1.6 -1.4 0.7
Average weekly red wine intake 0.1 0.2 0.4 0.5 0.4 -0.5 -0.0 -0.2 0.3 -0.7
Handedness (chirality/laterality): Left-handed 0.1 0.1 0.3 -0.2 0.1 0.1 0.2 0.2 0.2 0.6
Mood swings 0.0 0.1 0.2 -0.4 0.1 -0.4 -0.0 -0.2 -0.5 -0.2
Loneliness, isolation 4.2 5.8 9.9 -0.4 2.6 -2.7 -2.6 -2.8 -1.2 -3.1
Long-standing illness, disability or infirmity 0.2 0.3 0.6 0.7 0.6 -0.7 -0.2 -0.4 0.8 -0.1
Ever had bowel cancer screening 0.4 0.4 1.0 -0.7 0.7 -0.6 -0.7 -0.5 0.3 -1.0
Diabetes diagnosed by doctor 0.7 1.2 1.9 -0.3 1.2 -1.1 -1.2 -1.3 -0.8 -1.4
Ever had stillbirth, spontaneous miscarriage or termination 0.1 0.1 0.1 -0.4 0.1 -0.1 -0.1 -0.2 -0.4 -0.2
Friendships satisfaction 0.4 0.5 1.1 1.0 0.7 -0.8 -0.5 -0.6 0.7 0.3
Qualifications: nursing, teaching 0.3 0.4 1.2 -1.0 0.1 0.0 -0.0 -0.3 -1.1 -0.8
Commuting to job workplace: Walk 2.3 2.5 3.9 -1.5 -1.6 1.9 2.0 1.6 -1.6 0.5
Eye problems/disorders: Cataract 1.2 1.4 2.4 -0.0 -1.4 1.3 1.1 1.4 0.9 1.6
Mouth/teeth dental problems: Mouth ulcers 0.5 0.7 1.9 0.9 -0.4 0.3 0.5 0.4 1.3 1.4
Medication for cholesterol 3.4 5.1 9.5 0.4 2.3 -2.5 -3.1 -2.8 -0.5 -2.6
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.1 0.1 0.5 0.0 0.1 -0.2 -0.1 -0.2 0.1 -0.7
Back pain experienced in last month 0.3 0.5 0.7 0.7 0.9 -0.7 -0.7 -0.7 0.8 0.3
Mineral and other dietary supplements 0.6 0.8 1.2 0.2 -1.1 1.0 1.0 1.0 0.5 1.1
Breast cancer (self-reported) 0.3 0.4 1.2 -0.8 0.4 -0.3 -0.2 -0.4 -0.8 -1.1
Asthma (self-reported) 1.7 3.3 6.4 1.2 2.5 -2.3 -1.7 -2.4 0.4 -1.0
Osteoporosis (self-reported) 1.6 1.9 3.3 0.2 1.7 -1.7 -1.7 -1.8 -0.2 -1.2
Osteoarthritis (self-reported) 0.3 0.4 0.7 0.9 0.7 -0.7 -0.5 -0.7 -0.3 -0.5
Medication: Aspirin 0.1 0.2 0.6 -0.6 0.2 -0.1 -0.1 -0.1 -0.8 -0.4
Medication: Gliclazide 2.1 2.4 7.6 2.8 1.1 -1.2 -1.3 -0.9 1.8 0.7
Illnesses of father: None of the above (group 1) 2.8 3.5 5.5 -0.4 1.9 -2.0 -2.3 -2.1 -1.3 -2.3
Smoking status: Current 2.1 3.3 5.3 0.4 -2.1 2.1 1.9 2.3 0.6 2.2
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.4 0.8 1.1 0.9 1.0 -1.0 -0.9 -0.9 0.8 -0.8
Whole body water mass 0.9 5.2 8.6 1.6 -1.9 1.8 2.3 2.3 2.8 2.9
Leg predicted mass (right) 0.8 4.4 6.9 0.0 -2.4 2.3 2.6 2.6 1.1 2.1
Arm fat mass (left) 0.5 2.3 3.9 -0.5 -1.8 1.9 1.6 2.0 -0.1 1.5
Number of self-reported non-cancer illnesses 0.5 0.9 1.7 1.1 -0.5 0.5 1.0 0.8 1.3 1.2
Average weekly champagne plus white wine intake 0.3 0.5 0.8 -0.9 0.4 -0.5 -0.7 -0.4 -0.9 -0.7
Miserableness 0.2 0.3 0.7 0.1 0.6 -0.9 -0.5 -0.8 -0.3 -0.5
Guilty feelings 0.6 0.9 1.5 0.1 1.1 -1.2 -1.2 -1.1 -0.3 -0.9
Wears glasses or contact lenses 2.4 2.7 6.8 -1.9 0.9 -0.7 -1.2 -1.2 -2.6 -2.1
Ever taken oral contraceptive pill 0.2 0.2 0.6 0.8 0.4 -0.4 -0.5 -0.3 0.4 0.3
Hearing aid user 0.1 0.1 0.2 0.2 -0.1 0.1 0.0 -0.0 0.4 -0.4
Mother’s age at death 0.7 0.9 1.7 0.4 -1.0 0.9 0.8 1.3 0.6 1.1
Financial situation satisfaction 0.1 0.1 0.4 0.6 0.3 -0.3 0.1 -0.3 -0.1 -0.4
Tinnitus: Yes, now most or all of the time 0.4 0.5 1.7 1.3 -0.1 0.0 -0.1 0.0 1.2 0.6
Commuting to job workplace: Public transport 0.6 0.7 2.0 -1.4 -0.1 0.3 0.7 0.1 -1.1 -1.0
Eye problems/disorders: Glaucoma 0.4 0.5 1.2 -0.2 -0.8 0.8 0.6 0.7 -0.4 1.1
Medication: Blood pressure 0.3 0.6 1.2 -0.8 -0.8 0.9 1.1 0.8 -0.4 0.5
Pain type(s) experienced in last month: Hip pain 1.4 1.8 3.1 -1.0 1.1 -1.1 -1.5 -1.3 -1.5 -1.8
Supplements: Fish oil (including cod liver oil) 0.6 0.8 1.3 0.4 1.1 -1.1 -0.9 -1.0 0.3 -0.9
High cholesterol (Self-reported) 2.1 3.7 6.3 0.3 -2.0 2.1 2.5 2.5 1.2 1.7
Medication: Bendroflumethiazide 0.1 0.2 0.6 0.4 0.4 -0.2 0.7 -0.2 0.4 0.2
Medication: Paracetamol 0.1 0.1 0.3 0.0 -0.4 0.4 0.4 0.2 -0.2 0.5
Medication: Lisinopril 0.0 0.1 0.2 0.3 0.0 -0.1 -0.0 -0.4 0.2 0.3
Medication: Atorvastatin 0.3 0.4 1.0 -1.0 -0.5 0.5 0.2 0.6 -0.9 -0.3
Illnesses of father: High blood pressure 5.0 6.2 10.9 -1.5 -3.1 3.3 3.0 3.0 -1.0 1.2
Alcohol drinker status: Never 1.3 1.5 6.1 2.5 -0.0 -0.1 0.4 0.3 1.7 1.2
Ever smoked 0.1 0.1 0.5 -0.4 -0.2 0.1 0.1 -0.2 -0.7 0.1
Basal metabolic rate 0.9 4.8 8.0 1.3 -2.0 1.9 2.3 2.3 2.3 2.8
Leg fat percentage (left) 0.3 1.0 2.6 1.4 -0.4 0.5 0.3 0.8 1.2 1.6
Arm fat-free mass (left) 1.2 6.0 14.6 2.7 -1.2 1.0 1.7 1.8 3.8 3.3
Number of operations (self-reported) 1.3 1.9 5.3 -2.3 -1.1 1.3 1.1 1.2 -1.4 -0.1
Average weekly beer plus cider intake 0.1 0.1 0.3 0.4 -0.1 0.2 0.4 0.4 0.4 0.5
Irritability 1.0 1.7 3.3 0.2 1.5 -1.6 -1.8 -1.5 0.2 -1.2
Risk taking 0.2 0.3 0.6 -0.2 -0.7 0.6 0.6 0.7 0.2 0.6
Ever had prostate specific antigen (PSA) test 0.1 0.1 0.2 -0.3 -0.3 0.3 0.1 0.1 -0.5 0.2
Fractured/broken bones in last 5 years 0.7 0.9 1.9 1.4 0.9 -1.0 -0.4 -0.8 1.1 0.4
Age started oral contraceptive pill 0.2 0.3 0.5 0.7 0.6 -0.2 -0.1 -0.3 0.7 -0.7
Diastolic blood pressure, automated reading 0.9 2.7 5.0 -1.0 -2.2 2.2 1.6 2.0 -0.9 1.0
Ever depressed for a whole week 1.2 1.4 4.0 2.0 0.6 -0.8 -0.4 -0.3 1.9 1.1
Unable to work because of sickness or disability 1.3 1.7 5.7 1.9 0.8 -0.8 -0.1 -0.2 2.4 1.1
Commuting to job workplace: Cycle 0.5 0.6 0.9 -0.5 0.8 -0.9 -0.8 -0.9 -0.5 -1.0
Myopia 1.7 2.5 4.2 -1.2 -2.0 1.9 2.1 1.7 -0.8 0.8
Vascular/heart problems diagnosed by doctor 0.6 1.6 3.5 -0.9 0.9 -1.1 -1.5 -1.2 -1.0 -1.9
Cholesterol lowering medication 1.9 2.9 5.0 -0.4 -1.9 2.1 2.0 2.2 0.3 1.7
Medication: Omeprazole (e.g. Zanprol) 0.2 0.3 0.5 0.5 0.7 -0.7 -0.0 -0.6 0.6 0.1
Pain experienced in last month 0.5 0.8 1.5 0.0 1.2 -1.1 -1.2 -1.0 -0.1 -0.8
Supplements: Calcium 0.4 0.5 0.9 -0.0 0.9 -0.8 -0.7 -0.9 -0.7 -0.1
Basal cell carcinoma (self-reported) 2.6 3.1 6.0 -0.4 -2.1 2.1 2.4 2.1 0.3 1.5
Heart attack/myocardial infarction (self-reported) 0.1 0.2 0.6 -0.8 0.1 -0.0 0.3 -0.2 -0.6 0.1
Deep venous thrombosis (DVT) (self-reported) 0.3 0.3 0.6 0.3 0.8 -0.7 -0.5 -0.7 -0.4 -0.3
Heart disease (siblings) 0.5 0.6 1.5 1.0 0.2 -0.3 0.3 0.0 1.2 1.2
Alcohol drinker status: Previous 0.8 0.9 1.9 -0.8 -1.2 1.2 0.5 0.8 -1.4 0.3
Pack years of smoking 1.5 2.2 3.8 -0.7 -1.9 2.0 1.6 1.6 -1.2 1.0
Impedance of whole body 1.3 6.4 17.7 -4.2 -0.8 0.9 0.2 0.1 -4.2 -2.8
Leg fat mass (left) 0.4 1.7 3.3 0.7 -1.3 1.3 1.1 1.6 0.9 1.8
Arm predicted mass (left) 1.2 5.9 13.1 2.5 -1.4 1.2 1.9 1.9 3.6 3.4