Hub : Genes

CALCRL

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 Aorta 0.1600 0.0540 8.7e-07 0.167 NA 0.087 NA 0.153 1.7e-09 NA 1.6e-05 NA 8.4e-09
2 GTEx Artery Tibial 0.2744 0.0573 0.0e+00 0.327 NA 0.318 NA 0.321 2.7e-26 NA 2.0e-25 NA 1.1e-25
3 GTEx Brain Cerebellar Hemisphere 0.1260 0.0570 4.0e-03 0.137 NA 0.091 NA 0.090 2.3e-04 NA 2.5e-03 NA 2.6e-03
4 GTEx Brain Cerebellum 0.1100 0.0600 8.7e-03 0.100 NA 0.082 NA 0.080 7.1e-04 NA 2.1e-03 NA 2.3e-03
5 GTEx Nerve Tibial 0.0869 0.0367 4.0e-04 0.045 NA 0.075 NA 0.068 3.9e-04 NA 5.2e-06 NA 1.5e-05
6 NTR Blood 0.0191 0.0078 3.8e-06 0.026 0.015 0.019 0.015 0.023 7.1e-09 1.0e-05 8.6e-07 9.4e-06 3.6e-08
7 TCGA Brain Lower Grade Glioma 0.0311 0.0149 5.0e-06 0.039 0.042 0.018 NA 0.031 3.0e-05 1.4e-05 3.3e-03 NA 1.8e-04

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6 7
Bipolar Disorder (2018) 0.1 0.1 0.6 0.3 0.8 0.2 -0.2 0.4 0.1 -0.3
Bipolar Disorder or Schizophrenia 0.2 0.5 1.1 0.3 0.8 1.0 1.1 0.6 0.5 -0.3
Depressed Affect (Nagel 2018) 0.7 1.5 3.1 -1.8 -1.5 0.2 1.0 -1.4 0.6 1.2
Depression (Nagel 2018) 0.1 0.1 0.3 0.0 0.2 0.5 -0.2 0.4 0.3 -0.0
Intelligence (Savage-Jansen 2018) 0.2 0.5 1.5 -0.9 -1.0 0.3 -0.0 -1.2 0.2 0.6
Neuroticism (Nagel 2018) 0.6 1.4 2.6 -1.5 -1.2 0.4 1.6 -0.7 1.1 1.3
Schizophrenia (2018) 0.3 0.6 2.1 0.2 0.4 1.1 1.5 0.5 0.5 -0.2
Schizophrenia vs Biploar Disorder 0.8 1.0 2.0 -1.3 -1.4 0.8 0.6 -1.2 0.8 0.6
Worry (Nagel 2018) 0.9 1.9 3.2 -1.5 -1.4 1.2 1.8 -0.7 1.4 1.3
Alzheimer’s Disease (in mother) 1.3 1.5 4.2 -0.7 -0.8 2.1 0.5 -1.5 1.3 1.0
Alzheimer’s Disease (in father) 0.7 0.8 1.6 1.2 1.2 -0.4 -0.3 0.9 -0.7 -0.8
Alzheimer’s Disease (including proxy) 2.3 3.3 6.2 -1.3 -1.3 2.5 1.6 -2.0 2.2 1.6
Crohns Disease (2017) 0.4 0.9 3.2 0.1 0.3 0.1 1.8 0.4 1.3 1.1
Irritable Bowel Disease (IBD) 0.5 1.2 4.6 0.9 1.1 -0.3 2.1 0.9 0.9 0.5
Ulcerative Colitis (UC) 0.4 0.7 2.6 0.9 0.8 -0.7 1.6 0.3 0.2 0.1
Major Depression (MDD) 0.2 0.3 0.8 -0.1 0.1 0.6 0.9 0.4 -0.6 -0.6
Reaction Time 0.2 0.3 1.0 -0.2 -0.0 1.0 0.3 0.9 0.2 0.3
Verbal and Numeric Reasoning (VNR) 0.1 0.3 0.5 0.5 0.5 -0.2 -0.7 0.5 -0.7 -0.5
Breast Cancer 3.0 7.2 18.7 -3.4 -3.8 0.0 0.8 -4.3 1.5 1.7
Ovarian Cancer 3.7 4.9 7.5 -2.5 -2.7 1.9 1.4 -2.1 2.5 2.1
Prostate Cancer 1.3 1.8 2.6 1.4 1.4 -0.9 -1.5 0.7 -1.6 -1.6
Age at First Birth 0.2 0.4 1.1 0.5 0.2 -0.3 -1.0 -0.2 -0.6 -0.8
Bipolar Disorder (2011) 0.4 0.4 0.9 0.7 1.0 0.1 -0.6 0.2 -0.5 -0.8
Body Mass Index (BMI) (2010) 0.9 1.2 2.9 -0.5 -0.3 1.3 1.7 -0.4 1.4 1.2
Coronary Artery Disease (CAD) 0.2 0.3 0.8 -0.4 -0.4 -0.2 -0.9 -0.9 0.1 0.1
Crohns Disease (2012) 0.5 0.8 1.9 1.0 1.2 -0.5 0.3 1.4 0.8 0.4
Mean Putamen Volume 0.0 0.0 0.2 0.1 -0.0 -0.4 -0.3 0.1 -0.2 -0.0
Fasting Glucose 0.4 0.4 2.5 0.3 -0.1 -0.7 -1.6 0.1 -0.1 -0.1
HbA1C 0.2 0.2 0.7 -0.1 0.1 -0.3 0.3 -0.3 0.7 0.9
HDL Cholesterol 1.1 1.8 2.3 1.5 1.3 -1.5 -1.3 1.2 -1.3 -1.3
LDL Cholesterol 0.2 0.4 2.0 -0.1 -0.2 0.1 1.4 -0.4 0.6 -0.1
Lupus 0.8 1.2 2.8 -0.9 -0.7 1.3 0.6 -0.4 1.4 1.7
Neuroticism (2016) 2.8 4.0 8.8 -2.2 -1.9 0.9 3.0 -1.6 2.0 1.7
Primary Biliary Cirrhosis 2.0 2.8 4.5 1.9 2.1 -0.9 -1.1 1.3 -2.1 -1.9
Rheumatoid Arthritis 0.4 0.6 2.2 0.2 0.1 -1.0 -1.5 -0.3 -0.7 -0.5
Schizophrenia (2014) 0.1 0.2 0.8 0.1 0.4 0.9 0.3 0.0 0.7 0.2
Triglycerides 1.4 2.2 3.0 -1.6 -1.6 0.7 1.6 -1.7 1.6 1.4
Type 2 Diabetes (T2D) (2012) 0.5 0.6 1.0 -0.7 -0.5 -1.0 -1.0 -0.9 0.0 0.8
Ulcerative Colitis 0.2 0.3 0.6 0.8 0.7 -0.7 0.7 0.4 0.0 0.0
Blood Eosinophil Count 1.7 12.9 23.2 -4.1 -4.0 2.1 2.2 -3.1 4.1 4.8
Blood Platelet Count 0.0 0.1 0.3 0.3 0.3 0.5 0.1 0.4 0.3 0.5
Blood Red Count 0.7 6.8 11.0 -2.4 -2.1 1.2 2.6 -2.7 3.3 3.3
Blood White Count 5.4 39.8 50.0 -7.0 -7.0 4.8 4.8 -6.3 6.7 7.1
Heel T-Score 2.9 23.3 36.7 5.7 6.1 -3.4 -3.5 5.3 -4.6 -4.6
BMI 0.9 5.0 13.1 -1.4 -1.1 2.4 1.4 -1.1 3.1 3.6
Height 0.8 15.1 25.6 4.8 5.1 -3.1 -2.0 3.7 -3.3 -4.4
Waist Hip Ratio (WHR) 13.1 59.0 104.0 -7.9 -7.8 4.9 6.0 -6.7 9.0 10.2
Systolic Blood Pressure 1.0 5.2 7.3 -2.4 -2.6 -0.8 2.7 -2.2 2.2 2.4
Smoking Status 0.5 1.1 2.7 1.6 1.3 0.3 0.1 1.6 -0.2 -0.7
Allergy or Eczema 7.8 20.5 28.9 5.4 5.4 -3.9 -2.9 4.8 -4.5 -4.4
Cardiovascular Disease 4.6 15.2 20.6 -4.1 -3.7 2.3 4.3 -3.6 4.3 4.5
Hypothyroidism (self reported) 1.5 3.4 6.7 -2.4 -2.6 0.6 1.5 -2.4 1.0 1.5
Respiratory disease 0.7 1.6 7.6 0.9 1.0 -2.8 -0.9 0.9 -0.5 0.2
Type 2 Diabetes (T2D) (2018) 0.1 0.3 0.7 -0.0 -0.2 -0.8 0.4 -0.4 0.4 0.8
Lung FEV1/FVC ratio 4.8 24.6 31.2 -5.6 -4.8 4.7 3.9 -5.2 5.3 5.0
Lung FVC 2.0 10.3 17.1 3.7 3.4 -1.3 -1.8 3.4 -3.6 -4.1
Neuroticism 0.5 1.1 3.9 -1.0 -0.9 0.4 2.0 -0.4 0.9 0.8
Chronotype (morning person) 0.9 2.0 4.1 1.3 1.0 -0.7 -1.1 1.3 -2.0 -2.0
Hair Pigment 0.1 1.8 6.5 -1.4 -1.4 -1.0 -1.1 -2.5 0.1 0.2
Tanning 0.0 0.5 1.0 -0.8 -0.7 1.0 -0.2 -0.5 0.8 -0.0
Hand grip strength (left) 3.1 8.1 11.6 3.3 3.4 -2.4 -1.9 2.4 -2.9 -3.2
Number of treatments/medications taken 0.6 1.0 2.9 -0.4 -0.3 0.1 1.7 -0.3 1.5 1.4
Average weekly spirits intake 0.2 0.3 1.0 -0.5 -0.3 0.4 -0.0 -0.2 0.7 1.0
Sensitivity / hurt feelings 0.4 0.7 1.9 0.9 0.9 -0.3 1.4 1.3 0.3 -0.0
Frequency of depressed mood in last 2 weeks 1.3 1.8 2.9 -1.3 -1.2 1.3 1.7 -1.1 1.6 1.1
Hearing difficulty/problems: Yes 0.2 0.3 0.8 0.1 0.2 -0.7 -0.3 0.9 -0.8 -0.4
Relative age of first facial hair 0.8 1.6 2.6 -1.6 -1.3 0.5 1.2 -1.4 1.0 1.5
Other serious medical condition/disability diagnosed by doctor 0.3 0.4 0.9 0.6 0.4 -0.9 -0.0 0.4 -0.9 -0.7
Ever used hormone-replacement therapy (HRT) 0.2 0.2 0.4 0.7 0.5 -0.2 0.2 0.6 -0.5 -0.5
Ever had hysterectomy (womb removed) 2.6 2.9 4.7 2.0 1.9 -0.8 -1.8 2.2 -1.1 -1.7
Systolic blood pressure, automated reading 0.2 0.5 1.9 0.1 0.0 -1.4 0.8 0.2 0.4 0.8
Eye problems/disorders: Diabetes related eye disease 0.2 0.2 0.6 -0.1 -0.3 -0.8 0.8 0.2 0.3 0.2
Angina 3.1 4.0 6.2 -2.4 -2.5 1.4 1.9 -1.8 2.0 1.9
Medication for hormone replacement therapy 0.8 0.9 3.6 0.9 1.0 0.2 0.5 1.9 -0.5 -0.4
Vitamin and mineral supplements 0.3 0.3 1.1 -0.1 -0.3 1.0 -0.2 0.9 -0.4 -0.5
Supplements: Zinc 0.5 0.5 1.1 0.8 1.0 -1.0 0.5 0.5 -0.2 0.3
Medication: Co-codamol 0.2 0.2 0.7 0.3 0.4 -0.1 -0.9 0.2 -0.5 -0.5
Medication: Metformin 0.3 0.5 1.8 -0.3 -0.3 -1.3 -0.3 -0.9 0.2 0.6
Diabetes (father) 0.5 0.6 1.1 0.7 0.8 -1.0 -0.7 1.0 0.2 0.5
Diabetes (mother) 0.3 0.4 0.8 -0.8 -0.7 -0.0 -0.4 -0.9 0.1 0.9
Severe depression (siblings) 0.8 0.8 4.2 -0.3 -0.1 0.1 2.0 0.4 1.0 0.7
Pack years adult smoking proportion 0.4 0.6 1.5 -1.0 -1.2 0.2 0.4 -0.4 0.8 0.7
Impedance of leg (right) 0.9 4.3 8.3 -2.5 -2.9 -0.5 1.8 -2.8 1.3 1.6
Leg fat-free mass (left) 0.2 0.9 2.2 1.1 1.5 0.9 0.0 1.2 0.5 -0.1
Trunk fat percentage 0.6 2.3 6.1 -1.0 -0.8 1.4 0.7 -0.6 2.4 2.5
Hand grip strength (right) 1.8 4.8 6.9 2.5 2.6 -2.1 -0.9 1.9 -2.3 -2.4
Townsend deprivation index at recruitment 0.4 0.6 1.5 -0.6 0.1 0.8 0.9 -0.4 0.8 1.2
Current tobacco smoking 1.7 2.9 8.3 2.1 2.0 0.5 -0.2 2.9 -1.0 -1.3
Average weekly fortified wine intake 0.1 0.1 0.3 0.0 0.0 -0.6 0.2 0.2 -0.2 0.0
Maternal smoking around birth 0.2 0.3 0.7 -0.2 -0.3 0.7 0.8 0.8 0.5 0.2
Fed-up feelings 1.7 3.1 4.7 -2.0 -1.9 0.4 2.2 -1.4 1.8 2.0
Frequency of unenthusiasm / disinterest in last 2 weeks 0.3 0.4 1.1 0.1 0.1 0.8 1.1 0.1 0.8 0.1
Relative age voice broke 1.1 1.7 2.8 0.9 1.3 -1.7 -1.5 0.9 -1.7 -0.8
Taking other prescription medications 0.3 0.5 1.2 -0.2 -0.3 0.3 0.9 -0.6 1.1 1.0
Age when periods started (menarche) 0.3 0.6 1.4 0.8 0.9 -1.2 -0.4 0.7 -0.4 -0.9
Bilateral oophorectomy (both ovaries removed) 9.7 11.3 17.0 4.1 3.9 -2.1 -2.3 4.1 -3.2 -3.1
Heel bone mineral density (BMD) T-score, automated (left) 4.1 9.2 15.2 3.7 3.9 -1.6 -2.2 3.9 -2.4 -2.8
Tinnitus: Yes, but not now, but have in the past 0.2 0.2 0.7 0.5 0.8 0.3 -0.1 0.6 -0.5 -0.4
Qualifications: CSEs or equivalent 0.7 1.0 1.7 -0.8 -0.7 1.1 1.3 -0.5 1.1 1.2
Serious illness, injury or assault to yourself 0.2 0.3 1.7 -0.1 -0.1 -0.3 1.3 0.2 0.2 0.2
High blood pressure 3.4 9.5 14.8 -2.9 -2.7 2.4 3.7 -1.7 3.8 3.9
Hayfever, allergic rhinitis or eczema 5.3 11.6 17.5 3.9 4.2 -2.7 -2.1 3.9 -3.4 -3.2
Multivitamins +/- minerals 0.2 0.3 0.7 0.7 0.6 -0.8 0.1 -0.2 -0.2 -0.6
Stomach or abdominal pain in last month 1.3 1.6 4.2 -1.3 -1.8 -1.0 0.7 -2.1 0.4 0.8
Supplements: Glucosamine 0.6 0.8 1.9 -1.1 -1.1 0.2 0.9 -1.4 0.6 0.4
Diverticular disease/diverticulitis (self-reported) 0.8 0.9 2.0 1.4 1.2 -1.0 -0.4 0.9 -0.7 -0.7
Medication: Atenolol 2.3 2.9 4.7 -1.4 -1.5 2.2 1.7 -1.1 2.0 1.7
Medication: Levothyroxine sodium 1.9 3.2 5.0 -1.9 -2.0 1.2 2.2 -2.2 1.3 1.2
Sitting height 3.4 24.3 36.1 5.6 5.7 -3.6 -3.3 4.6 -5.0 -6.0
Chronic bronchitis/emphysema (father) 0.4 0.5 1.0 0.9 0.6 0.2 0.1 1.0 -0.6 -0.8
High blood pressure (mother) 0.2 0.3 0.9 -0.1 0.4 -0.8 0.9 -0.1 0.4 0.4
Body mass index (BMI) 1.7 7.1 14.3 -2.1 -1.8 3.2 1.7 -1.3 3.6 3.8
Impedance of leg (left) 0.8 4.0 9.4 -2.4 -2.8 -0.6 1.5 -3.1 1.0 1.2
Leg predicted mass (left) 0.2 0.9 2.4 1.2 1.6 0.9 0.0 1.3 0.5 -0.1
Trunk fat mass 0.7 2.9 7.3 -1.1 -0.8 1.8 0.9 -0.6 2.7 2.6
Waist circumference 5.5 20.2 35.3 -4.5 -4.2 3.9 2.6 -3.8 5.6 5.9
Number of incorrect matches in round 0.2 0.3 0.8 0.1 0.2 0.9 0.4 0.5 0.8 0.6
Past tobacco smoking 0.2 0.3 0.6 0.1 0.4 -0.5 -0.8 -0.3 -0.7 -0.7
Alcohol usually taken with meals 0.3 0.5 1.5 0.7 0.4 -0.8 0.1 0.1 -1.2 -0.8
Nervous feelings 1.2 2.2 4.2 -1.6 -1.5 0.6 2.1 -0.9 1.8 1.5
Frequency of tenseness / restlessness in last 2 weeks 2.2 3.4 6.5 -2.0 -1.8 1.0 2.5 -2.1 1.9 1.2
Hearing difficulty/problems with background noise 0.5 0.8 2.3 -1.5 -1.5 0.1 0.3 -1.0 -0.1 0.5
Hair/balding pattern: Pattern 2 0.6 0.8 2.7 -0.0 0.1 -1.1 -1.6 -0.4 -1.1 -0.3
Had menopause 0.3 0.4 0.7 0.8 0.4 -0.5 -0.5 0.2 -0.7 -0.8
Had other major operations 0.6 0.7 1.9 0.5 0.7 0.3 1.1 1.4 0.7 0.5
Forced vital capacity (FVC) 2.0 7.7 15.3 2.8 2.4 -2.4 -2.0 1.7 -3.6 -3.9
Heel bone mineral density (BMD) T-score, automated (right) 2.5 5.7 10.7 3.1 3.3 -1.0 -1.4 3.0 -1.6 -2.2
Ever unenthusiastic/disinterested for a whole week 1.7 2.1 3.0 -1.7 -1.3 0.6 1.5 -1.7 1.4 1.4
Qualifications: None of the above 0.1 0.3 0.6 -0.7 -0.6 0.3 -0.3 0.8 0.4 0.6
Financial difficulties in last 2 years 1.0 1.3 3.7 -1.1 -0.8 0.8 1.9 -1.3 1.2 0.4
Mouth/teeth dental problems 0.3 0.5 1.7 0.8 1.0 -0.1 -0.5 1.3 -0.3 -0.2
Heart attack 2.1 2.7 4.8 -2.2 -2.1 1.1 1.1 -1.1 1.7 1.8
Allergy 2.4 5.5 7.2 -2.6 -2.6 2.7 1.8 -2.4 2.2 2.0
Pain all over the body in last month 0.1 0.1 0.4 -0.6 -0.6 0.3 -0.0 -0.3 -0.4 -0.1
Diabetes (self-reported) 0.1 0.2 1.3 -0.1 -0.2 -1.1 -0.1 -0.4 0.1 0.2
Hayfever/allergic rhinitis (self-reported) 3.1 4.1 5.5 2.3 2.4 -1.5 -2.2 2.1 -1.7 -1.9
Medication: Ramipril 3.5 4.5 8.0 -2.1 -1.9 1.9 2.2 -1.1 2.8 2.4
Medication: Simvastatin 4.1 6.1 9.9 -3.1 -3.0 0.9 2.2 -2.7 2.3 2.3
Fluid intelligence score 0.4 0.8 1.3 -0.6 -0.7 1.1 1.1 -1.1 0.5 0.8
Illnesses of siblings 0.3 0.4 1.5 -0.4 -0.5 1.2 0.6 -0.8 0.2 -0.1
Neuroticism score 0.8 1.8 5.7 -1.2 -1.0 0.6 2.4 -0.6 1.4 1.3
Weight 0.6 2.9 7.4 -0.9 -0.5 2.1 1.2 -0.5 2.7 2.4
Impedance of arm (right) 2.3 10.7 15.9 3.7 3.3 -4.0 -1.7 2.9 -3.4 -3.5
Arm fat percentage (right) 0.5 2.2 6.3 -0.7 -0.4 1.4 0.9 -0.0 2.3 2.5
Trunk fat-free mass 0.3 1.7 4.4 -0.5 -0.1 2.1 1.3 -0.0 2.0 1.2
Hip circumference 0.1 0.5 1.3 -0.4 -0.2 1.1 -0.6 -0.6 0.9 0.6
Time employed in main current job 0.2 0.2 0.6 0.3 0.2 -0.1 -0.6 0.4 -0.7 -0.8
Alcohol intake versus 10 years previously 1.8 2.7 4.2 -1.9 -2.0 1.3 1.1 -1.3 1.6 2.0
Father’s age at death 1.7 2.3 6.0 0.8 0.6 -1.2 -1.3 0.1 -2.4 -2.5
Worrier / anxious feelings 0.3 0.5 2.4 0.0 0.3 0.8 1.5 0.7 0.4 0.1
Frequency of tiredness / lethargy in last 2 weeks 0.2 0.3 1.0 -0.5 -0.4 -0.3 1.0 -0.7 0.4 0.2
Falls in the last year 0.1 0.2 0.6 -0.4 -0.7 0.6 -0.2 0.0 -0.1 -0.4
Hair/balding pattern: Pattern 3 0.7 1.1 4.9 0.2 0.5 1.0 2.2 0.4 0.9 0.7
Number of live births 1.2 1.6 2.4 -1.2 -1.2 1.3 1.1 -1.4 1.5 1.1
Forced expiratory volume in 1-second (FEV1) 0.8 2.8 7.6 1.4 1.3 -1.2 -1.1 0.3 -2.4 -2.8
Pulse rate 5.1 8.6 19.0 3.6 4.4 -0.9 -1.6 4.3 -1.8 -1.9
Happiness 1.2 1.4 2.2 -1.5 -1.4 -0.5 1.1 -1.3 1.1 1.2
Noisy workplace 2.3 2.9 4.4 1.4 1.4 -1.2 -1.9 1.9 -1.9 -2.1
Qualifications: A levels/AS levels or equivalent 0.9 2.0 3.7 1.5 1.4 -1.4 -1.1 0.1 -1.7 -1.9
Serious illness, injury or assault of a close relative in last 2 years 0.3 0.3 1.0 -0.0 -0.2 -0.3 -0.3 -0.5 -1.0 -0.9
Mouth/teeth dental problems: Dentures 0.1 0.1 0.6 -0.1 0.1 0.5 0.1 0.8 -0.2 -0.2
Asthma 0.3 0.6 3.2 0.4 0.5 -1.8 -0.4 0.4 -0.1 0.1
Medication: Ibuprofen (e.g. Nurofen) 0.2 0.3 0.9 -0.1 -0.0 0.8 0.9 -0.3 0.5 0.0
Medication: Cholesterol lowering 1.9 2.9 5.1 -1.8 -1.8 0.6 1.8 -1.0 2.3 2.1
Depression (self-reported) 1.7 2.1 6.2 -1.3 -1.2 0.3 2.5 -1.7 1.1 1.0
Medication: Lansoprazole 0.0 0.0 0.1 -0.1 -0.1 -0.1 0.3 -0.0 -0.0 0.0
Prospective memory result 0.2 0.2 0.7 -0.7 -0.8 0.3 -0.0 -0.7 0.1 -0.1
Lung cancer (father) 0.4 0.4 1.3 0.2 0.6 0.1 -0.4 0.4 -1.0 -1.1
Illnesses of mother 1.0 1.2 2.1 0.8 0.4 -0.4 -1.5 1.2 -1.4 -1.3
Forced expiratory volume in 1-second (FEV1), Best measure 0.3 1.0 2.7 0.8 0.8 -0.6 -0.8 -0.0 -1.3 -1.6
Pulse wave Arterial Stiffness index 2.5 2.9 3.9 -1.9 -1.9 1.2 0.8 -1.7 2.0 2.0
Impedance of arm (left) 2.7 12.4 19.1 3.6 3.2 -4.4 -2.6 2.5 -4.0 -3.9
Arm fat mass (right) 0.8 3.3 8.0 -1.1 -0.7 2.2 1.1 -0.4 2.8 2.7
Trunk predicted mass 0.3 1.6 4.4 -0.4 -0.0 2.1 1.3 0.1 2.0 1.2
Standing height 0.4 4.0 7.0 2.5 2.6 -1.8 -0.6 1.6 -1.5 -2.6
Length of working week for main job 2.6 2.8 5.6 1.5 1.6 -2.4 -1.1 2.2 -1.4 -1.1
Exposure to tobacco smoke at home 0.4 0.4 1.2 -0.2 -0.0 0.9 1.1 0.3 0.6 0.5
Breastfed as a baby 0.4 0.4 1.9 -0.5 -0.7 -0.5 -0.1 -1.4 0.4 0.2
Tense / ‘highly strung’ 1.0 1.7 3.3 -1.4 -1.8 -0.1 1.4 -1.4 1.2 0.9
Seen doctor (GP) for nerves, anxiety, tension or depression 0.2 0.4 0.8 -0.8 -0.8 -0.5 0.3 -0.9 0.0 -0.0
Hair/balding pattern: Pattern 4 0.1 0.3 1.0 -0.3 -0.5 1.0 0.3 -0.5 0.5 0.2
Birth weight of first child 1.3 2.4 3.6 1.8 1.5 -1.4 -1.4 0.6 -1.8 -1.9
Peak expiratory flow (PEF) 0.1 0.2 1.2 -0.1 -0.2 -0.3 -0.2 -1.1 -0.4 -0.3
Pulse wave reflection index 4.6 5.7 6.8 -2.5 -2.5 2.1 1.9 -2.3 2.6 2.5
Ever highly irritable/argumentative for 2 days 1.6 1.9 2.7 -1.6 -1.4 0.9 1.4 -1.1 1.4 1.6
Loud music exposure frequency 0.8 0.9 2.7 0.6 0.5 0.1 -1.3 1.6 -0.8 -0.9
Qualifications: O levels/GCSEs or equivalent 1.5 2.3 4.1 2.0 1.9 -0.9 -0.9 0.8 -1.7 -1.9
Mouth/teeth dental problems: Bleeding gums 0.8 1.0 2.7 -0.5 -0.6 1.3 1.6 -0.7 1.1 0.8
Blood clot in the leg (DVT) 1.7 2.2 4.1 -1.6 -2.0 1.1 0.6 -1.6 1.4 1.6
Medication: Paracetamol 0.8 1.4 3.0 1.4 1.5 0.0 0.3 1.7 -1.1 -1.2
Headache pain in last month 0.2 0.4 1.5 0.4 0.2 -1.2 -0.3 -0.6 -0.5 -0.7
Medication for cholesterol, blood pressure or diabetes 1.4 2.3 4.7 1.5 1.3 -0.4 -1.7 0.6 -2.2 -2.1
Glaucoma (self-reported) 0.5 0.5 2.5 -0.3 -0.2 0.0 0.7 -0.2 0.8 1.6
Gout (self-reported) 0.4 0.5 0.8 0.3 0.7 -0.9 -0.8 -0.7 -0.9 -0.6
Hypothyroidism/myxoedema (self-reported) 2.0 4.0 6.0 -2.3 -2.5 1.1 2.0 -2.2 1.6 1.9
Medication: Amlodipine 1.6 2.3 3.3 -1.6 -1.4 0.9 1.8 -0.8 1.8 1.8
Medication: Ventolin 100micrograms inhaler 0.2 0.3 0.7 -0.2 -0.2 0.3 0.8 -0.2 0.8 0.8
Birth weight 1.0 2.2 5.0 1.6 1.6 -0.2 -0.8 1.6 -1.4 -2.2
Chronic bronchitis/emphysema (mother) 0.3 0.3 0.9 -1.0 -0.8 0.2 0.2 0.2 0.4 0.7
High blood pressure (siblings) 0.4 0.6 1.3 0.8 1.0 -1.1 -0.5 0.6 -0.5 -0.4
Forced vital capacity (FVC), Best measure 2.1 7.5 12.6 2.9 2.6 -2.6 -2.3 1.7 -3.2 -3.5
Body fat percentage 1.2 4.7 10.6 -1.8 -1.6 1.9 1.2 -1.2 3.0 3.3
Leg fat percentage (right) 4.1 15.0 26.4 -3.9 -3.7 3.5 2.7 -2.8 4.7 5.1
Arm fat-free mass (right) 0.5 2.5 5.4 -1.3 -0.9 2.3 0.9 -1.0 2.2 1.6
Exposure to tobacco smoke outside home 0.4 0.5 2.2 0.0 -0.3 1.5 0.9 0.4 0.5 0.2
Comparative body size at age 10 5.7 15.7 29.2 -3.4 -3.0 3.4 4.1 -2.7 5.4 5.0
Number of full brothers 0.4 0.5 1.2 -1.0 -1.1 1.0 0.1 -0.3 0.5 0.5
Worry too long after embarrassment 0.2 0.3 0.9 -0.3 -0.1 0.3 1.0 0.0 0.8 0.7
Seen a psychiatrist for nerves, anxiety, tension or depression 1.9 2.5 5.9 -2.2 -1.7 0.6 0.7 -2.4 0.9 1.3
Wheeze or whistling in the chest in last year 1.5 2.7 5.3 -1.7 -1.7 0.7 1.7 -0.7 1.9 2.3
Number of children fathered 1.5 1.7 2.8 -1.6 -1.5 1.4 -0.2 -0.8 1.4 1.7
Reason for reducing amount of alcohol drunk: Health precaution 1.5 1.7 3.0 -1.3 -1.1 0.8 1.7 -0.7 1.6 1.5
Age at first live birth 0.1 0.2 0.5 0.4 0.5 -0.3 -0.2 -0.7 -0.6 -0.4
Pulse wave peak to peak time 2.8 3.3 4.6 2.1 2.0 -1.4 -0.9 1.7 -2.1 -2.1
Health satisfaction 3.3 4.3 6.8 -2.3 -1.8 0.3 2.6 -1.7 2.4 2.5
Shortness of breath walking on level ground 0.4 0.4 1.4 -0.5 0.2 0.5 0.8 0.4 0.5 1.2
Qualifications: College or University degree 0.4 1.2 3.1 0.6 0.4 -1.8 -1.0 -1.0 -1.2 -1.3
Eye problems/disorders: None of the above 0.1 0.1 0.2 -0.3 -0.1 0.3 0.3 -0.4 0.2 0.2
Mouth/teeth dental problems: Loose teeth 0.7 0.8 2.7 -0.7 -1.0 -1.2 0.2 -1.6 -0.2 0.3
Emphysema/chronic bronchitis 0.5 0.5 1.7 0.5 0.7 -0.8 -0.7 1.3 -0.5 0.1
Medication for pain relief, constipation, heartburn 0.1 0.2 0.4 -0.6 -0.3 -0.1 -0.2 -0.6 0.2 0.6
Neck or shoulder pain in last month 0.7 1.0 2.3 -1.1 -1.5 -0.1 0.3 -1.2 0.9 1.1
Medication: Blood pressure 1.5 2.7 5.4 -1.9 -1.5 0.5 1.7 -1.0 1.9 2.3
Angina (self-reported) 1.9 2.5 4.5 -2.0 -2.1 1.2 1.4 -1.2 1.5 1.5
Migraine (self-reported) 1.3 1.6 3.6 0.7 0.9 -1.3 -1.2 0.1 -1.9 -1.7
Medication: Ibuprofen 0.4 0.4 0.8 0.8 0.8 0.9 0.8 0.5 0.1 -0.5
Medication: Allopurinol 1.1 1.4 4.2 -1.5 -0.9 0.5 0.5 -2.1 0.7 1.3
Medication: Omeprazole 1.1 1.3 2.7 -1.1 -1.0 1.7 0.1 -0.5 1.2 1.6
Medication: Seretide 50 evohaler 1.8 2.0 5.4 1.0 0.9 -2.3 -1.6 0.9 -1.5 -1.3
Mean time to correctly identify matches 0.3 0.5 1.8 0.5 0.6 0.3 -0.8 1.4 -0.5 -0.3
Heart disease (mother) 0.2 0.3 0.7 0.5 0.8 -0.8 0.4 -0.2 -0.2 -0.5
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.5 0.5 1.0 0.5 0.5 -0.5 -1.0 0.9 -1.0 -0.6
Whole body fat mass 1.2 5.0 11.0 -1.7 -1.4 2.3 1.4 -1.2 3.3 3.3
Leg fat mass (right) 2.5 9.5 17.6 -2.8 -2.5 3.1 2.1 -2.0 4.1 4.2
Arm predicted mass (right) 0.6 2.8 6.0 -1.4 -1.0 2.5 1.0 -1.0 2.4 1.8
Pulse rate, automated reading 19.4 62.7 104.0 9.8 10.2 -4.5 -4.5 9.8 -6.9 -7.5
Alcohol intake frequency. 3.7 8.7 14.2 -3.0 -2.6 3.5 2.3 -2.1 3.0 3.8
Comparative height size at age 10 0.2 1.1 2.9 1.1 0.8 -0.8 -1.0 0.3 -0.9 -1.7
Number of full sisters 0.3 0.4 0.7 0.6 0.8 -0.6 -0.6 0.8 -0.3 -0.1
Suffer from ‘nerves’ 0.8 1.3 2.2 -1.4 -1.3 0.0 1.5 -1.1 1.1 0.9
Overall health rating 0.5 1.1 2.0 -1.4 -1.4 -0.8 0.6 -1.0 0.7 1.0
Chest pain or discomfort 0.7 1.1 2.4 -1.3 -1.6 -0.5 -1.3 -1.0 -0.6 -0.4
Had major operations 0.4 0.5 1.7 -0.2 0.1 1.3 0.2 0.3 0.9 1.0
Age at last live birth 0.7 0.9 3.8 -1.1 -1.1 -0.0 0.1 -1.9 0.4 0.5
Family relationship satisfaction 1.2 1.5 2.5 -1.5 -1.1 0.3 1.4 -1.0 1.2 1.6
Leg pain on walking 0.1 0.1 0.4 0.1 0.5 0.1 0.0 0.6 -0.1 -0.0
Qualifications: NVQ or HND or HNC or equivalent 1.0 1.2 1.8 -1.4 -1.2 0.6 1.1 -1.3 0.9 0.9
Commuting to job workplace: Car/motor vehicle 0.6 0.7 2.2 1.0 1.0 0.4 0.1 1.5 -0.3 -0.5
Illness, injury, bereavement, stress in last 2 years 0.4 0.5 1.4 0.6 0.8 -1.1 0.1 1.2 0.2 0.4
Medication: Aspirin 1.4 1.9 4.8 -1.6 -2.2 -0.1 0.8 -1.7 1.1 0.9
Supplements: Vitamin C 0.2 0.3 0.5 0.6 0.6 -0.4 0.7 0.3 0.4 0.6
Knee pain experienced in last month 0.2 0.3 0.7 -0.1 -0.6 -0.9 -0.4 -0.5 -0.5 -0.8
Hypertension (Self-reported) 4.6 12.9 19.6 -3.5 -3.2 2.8 4.1 -2.3 4.3 4.4
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 0.8 0.9 1.6 -0.9 -0.8 1.2 0.1 -0.6 1.3 1.3
Illnesses of father: Heart disease 2.3 3.2 6.3 -1.5 -1.5 2.5 1.2 -1.4 2.1 1.9
Illnesses of siblings: Diabetes 0.4 0.4 1.6 -0.3 -0.2 -0.3 0.8 0.0 0.7 1.3
Smoking status: Previous 0.8 1.2 1.8 -1.1 -1.1 1.0 1.1 -0.6 1.3 1.3
Forced expiratory volume in 1-second (FEV1), predicted 0.4 0.7 1.8 1.2 1.3 -0.9 0.3 0.7 0.1 -0.7
Whole body fat-free mass 0.1 0.8 2.6 0.2 0.6 1.6 0.7 0.5 1.4 0.6
Leg fat-free mass (right) 0.2 1.2 3.5 1.5 1.9 0.6 -0.2 1.4 0.1 -0.6
Arm fat percentage (left) 0.4 1.8 5.2 -0.6 -0.4 1.4 0.5 -0.1 2.1 2.3
Average weekly red wine intake 1.0 1.5 3.7 1.4 1.4 0.3 -0.1 1.1 -1.1 -1.9
Handedness (chirality/laterality): Left-handed 0.8 1.0 1.3 -1.0 -1.1 0.6 1.1 -0.9 1.1 1.1
Mood swings 0.6 1.1 3.0 -1.1 -0.9 0.2 1.7 -1.0 0.8 1.1
Loneliness, isolation 0.8 1.2 2.9 -1.2 -0.9 0.5 1.7 -1.2 0.7 0.9
Long-standing illness, disability or infirmity 0.4 0.6 1.6 0.7 0.7 -1.3 -0.6 0.8 -0.7 -0.5
Ever had bowel cancer screening 3.6 4.2 8.2 -1.8 -1.8 1.4 1.3 -2.0 2.6 2.9
Diabetes diagnosed by doctor 0.4 0.7 2.9 0.0 -0.1 -1.7 -1.1 -0.3 -0.6 -0.3
Ever had stillbirth, spontaneous miscarriage or termination 0.2 0.2 0.5 -0.1 -0.4 -0.7 0.5 -0.7 -0.1 -0.4
Friendships satisfaction 0.5 0.6 1.2 -1.0 -1.0 0.1 0.3 -0.7 0.7 1.1
Qualifications: nursing, teaching 0.3 0.5 2.6 0.2 0.1 -0.4 -1.6 -0.6 -0.6 -0.3
Commuting to job workplace: Walk 0.2 0.2 0.8 -0.3 -0.3 -0.6 0.3 -0.9 0.3 0.3
Eye problems/disorders: Cataract 0.5 0.6 1.8 0.4 0.2 -0.4 -0.4 0.4 -1.3 -1.4
Mouth/teeth dental problems: Mouth ulcers 0.4 0.6 0.9 0.9 0.8 -0.9 -0.9 -0.0 -0.8 -0.8
Medication for cholesterol 3.1 4.7 7.2 2.4 2.3 -1.4 -2.2 1.3 -2.5 -2.7
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.3 0.4 1.1 0.7 0.6 1.1 0.5 0.6 0.2 0.2
Back pain experienced in last month 0.1 0.2 0.4 -0.6 -0.7 0.4 0.4 -0.4 -0.3 -0.4
Mineral and other dietary supplements 0.1 0.2 0.7 -0.1 -0.3 0.8 0.6 0.5 0.0 0.1
Breast cancer (self-reported) 3.0 3.6 6.1 2.2 2.1 -0.4 -0.6 2.5 -1.9 -2.4
Asthma (self-reported) 0.3 0.5 2.9 0.4 0.6 -1.7 -0.3 0.5 -0.1 0.1
Osteoporosis (self-reported) 1.3 1.6 3.7 -0.8 -0.6 1.7 1.1 -0.7 1.9 1.5
Osteoarthritis (self-reported) 0.6 0.7 2.7 -0.3 -0.6 1.6 0.5 0.1 1.1 0.8
Medication: Aspirin 1.7 2.3 5.2 -1.8 -2.3 0.1 0.9 -1.9 1.3 1.1
Medication: Gliclazide 0.8 0.9 2.6 -0.7 -0.7 0.3 1.6 0.3 1.2 1.2
Illnesses of father: None of the above (group 1) 1.1 1.3 2.9 1.3 1.7 -0.1 -0.5 1.2 -1.2 -1.2
Smoking status: Current 2.0 3.2 8.9 2.3 2.2 0.3 -0.5 3.0 -0.9 -1.4
Forced expiratory volume in 1-second (FEV1), predicted percentage 1.9 4.1 7.1 2.1 2.2 -0.5 -2.7 1.3 -2.2 -2.3
Whole body water mass 0.2 0.9 2.7 0.1 0.5 1.6 0.7 0.5 1.4 0.6
Leg predicted mass (right) 0.2 1.3 3.7 1.5 1.9 0.5 -0.3 1.4 -0.0 -0.7
Arm fat mass (left) 0.8 3.1 7.6 -1.1 -0.7 2.0 1.0 -0.6 2.8 2.7
Number of self-reported non-cancer illnesses 1.3 2.2 3.1 -1.6 -1.4 0.5 1.3 -1.7 1.8 1.8
Average weekly champagne plus white wine intake 0.8 1.1 3.2 1.4 1.8 0.2 -0.1 1.3 -0.6 -0.5
Miserableness 0.5 0.8 2.3 -0.9 -0.8 0.6 1.5 -0.4 0.9 0.9
Guilty feelings 0.2 0.3 1.0 -0.1 -0.2 -0.4 0.7 0.4 -0.6 -1.0
Wears glasses or contact lenses 1.1 1.3 3.9 1.2 1.1 -2.0 -0.4 0.5 -0.9 -1.0
Ever taken oral contraceptive pill 0.6 0.7 1.7 1.3 1.2 -0.6 -0.7 0.4 -0.7 -0.7
Hearing aid user 0.9 1.1 3.5 1.1 1.1 -1.0 -0.5 1.9 -0.6 -0.2
Mother’s age at death 0.3 0.3 0.9 0.3 0.2 -0.2 -0.8 0.5 -1.0 -0.6
Financial situation satisfaction 4.3 5.3 7.5 -2.7 -2.2 1.2 2.3 -2.3 2.7 2.4
Tinnitus: Yes, now most or all of the time 0.1 0.2 0.7 0.4 0.3 -0.0 -0.8 0.2 0.3 0.3
Commuting to job workplace: Public transport 1.1 1.3 3.3 -1.0 -1.1 0.5 1.0 -1.8 1.0 1.1
Eye problems/disorders: Glaucoma 0.3 0.4 1.8 -0.4 -0.3 0.3 0.5 -0.3 0.6 1.3
Medication: Blood pressure 4.1 7.9 12.3 -2.6 -2.8 2.2 3.0 -1.7 3.5 3.3
Pain type(s) experienced in last month: Hip pain 0.2 0.3 0.8 0.3 0.2 0.5 0.9 -0.0 -0.3 -0.8
Supplements: Fish oil (including cod liver oil) 0.2 0.2 0.4 0.2 0.5 -0.5 -0.4 -0.5 0.4 0.6
High cholesterol (Self-reported) 3.3 5.9 8.5 -2.9 -2.6 1.4 2.1 -2.9 2.3 2.4
Medication: Bendroflumethiazide 2.9 4.4 8.6 -1.3 -1.2 1.8 2.9 -0.6 2.8 2.8
Medication: Paracetamol 0.8 1.3 3.0 1.2 1.3 -0.2 1.2 1.7 -0.7 -0.9
Medication: Lisinopril 2.7 3.6 6.5 -2.1 -1.7 1.4 1.4 -1.4 2.5 2.3
Medication: Atorvastatin 4.9 6.0 8.9 -2.8 -3.0 1.6 2.1 -2.5 2.7 2.2
Illnesses of father: High blood pressure 1.3 1.6 5.9 1.0 0.8 -2.4 -1.1 0.8 -1.1 -0.9
Alcohol drinker status: Never 0.8 0.9 1.1 -1.0 -0.9 1.0 1.0 -1.0 0.7 1.0
Ever smoked 0.1 0.2 0.3 -0.0 -0.1 0.5 0.6 0.3 0.5 0.4
Basal metabolic rate 0.2 1.2 3.2 -0.1 0.3 1.8 0.9 0.2 1.8 1.1
Leg fat percentage (left) 3.9 14.1 23.5 -3.9 -3.6 3.5 2.5 -3.0 4.5 4.8
Arm fat-free mass (left) 0.8 4.1 8.6 -1.4 -1.0 2.8 1.7 -0.8 2.9 2.3
Number of operations (self-reported) 4.5 6.7 12.1 3.4 3.5 -1.6 -1.3 3.3 -1.8 -2.1
Average weekly beer plus cider intake 0.6 0.9 1.5 1.1 1.2 -0.1 -0.1 1.1 -1.0 -1.2
Irritability 1.0 1.6 3.6 -1.6 -1.5 -0.1 1.9 -1.1 0.7 1.1
Risk taking 0.7 1.0 2.0 0.7 0.6 -1.0 -1.1 0.9 -1.1 -1.4
Ever had prostate specific antigen (PSA) test 0.8 0.9 2.4 0.7 0.7 -1.5 -0.9 0.4 -1.2 -0.9
Fractured/broken bones in last 5 years 1.0 1.2 4.0 -1.0 -0.6 0.8 2.0 -0.5 1.2 0.9
Age started oral contraceptive pill 3.0 3.7 6.5 -1.9 -1.9 1.2 0.7 -2.4 2.2 2.5
Diastolic blood pressure, automated reading 0.4 1.2 2.1 1.2 1.3 -1.5 1.1 1.0 0.7 0.5
Ever depressed for a whole week 0.2 0.2 0.7 0.3 0.7 0.2 0.8 0.4 -0.1 -0.3
Unable to work because of sickness or disability 0.2 0.3 0.9 0.2 0.2 0.6 0.4 -0.2 1.0 0.7
Commuting to job workplace: Cycle 0.1 0.1 0.3 0.2 0.1 0.0 0.4 -0.5 0.1 -0.2
Myopia 1.1 1.6 4.5 -1.6 -1.3 -0.2 0.7 -2.1 0.3 1.3
Vascular/heart problems diagnosed by doctor 3.9 10.7 16.1 3.2 3.1 -2.4 -3.7 1.9 -3.9 -4.0
Cholesterol lowering medication 8.1 11.9 22.0 -4.7 -4.7 1.9 1.9 -4.5 2.3 2.6
Medication: Omeprazole (e.g. Zanprol) 0.3 0.3 1.9 -0.1 -0.0 1.4 -0.4 0.6 0.2 0.2
Pain experienced in last month 0.4 0.7 1.7 1.1 1.3 0.5 -0.3 1.1 0.5 0.5
Supplements: Calcium 0.2 0.3 0.7 -0.2 -0.2 0.4 0.3 -0.3 0.8 0.8
Basal cell carcinoma (self-reported) 1.1 1.3 2.2 1.4 1.2 -0.0 -0.8 1.1 -1.2 -1.5
Heart attack/myocardial infarction (self-reported) 2.9 3.7 6.2 -2.5 -2.4 1.2 1.3 -1.4 2.1 2.1
Deep venous thrombosis (DVT) (self-reported) 2.1 2.7 4.2 -1.7 -2.1 1.2 0.8 -1.7 1.8 1.9
Heart disease (siblings) 3.0 3.7 6.7 -2.6 -2.5 0.9 1.2 -2.0 1.6 1.9
Alcohol drinker status: Previous 4.1 4.6 6.8 -2.6 -2.6 1.9 1.4 -2.1 1.9 2.3
Pack years of smoking 0.6 0.9 2.0 -1.2 -1.4 0.6 0.6 -0.4 1.1 1.0
Impedance of whole body 0.5 2.4 7.7 1.0 0.6 -2.8 -0.9 0.2 -2.0 -1.8
Leg fat mass (left) 2.4 9.3 16.6 -2.8 -2.5 3.1 2.0 -2.2 4.0 4.1
Arm predicted mass (left) 0.7 3.8 7.8 -1.4 -1.0 2.8 1.6 -0.9 2.8 2.2