Hub : Genes

TUSC3

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 0.0590 0.0240 4.6e-03 0.031 0.020 0.026 0.029 0.034 8.9e-05 1.6e-03 3.2e-04 1.7e-04 4.9e-05
2 GTEx Brain Cerebellum 0.3180 0.0990 4.4e-03 0.119 NA 0.127 NA 0.181 2.3e-04 NA 1.4e-04 NA 4.9e-06
3 GTEx Ovary 0.7450 0.0940 6.9e-06 0.308 NA 0.263 NA 0.384 2.6e-08 NA 3.7e-07 NA 2.0e-10
4 ROSMAP Brain Pre-frontal Cortex 0.0808 0.0240 4.8e-05 0.047 0.049 0.065 0.055 0.074 9.3e-07 5.9e-07 9.1e-09 1.3e-07 9.7e-10
5 TCGA Breast Invasive Carcinoma 0.0693 0.0203 0.0e+00 0.126 0.094 0.108 NA 0.120 7.9e-25 1.4e-18 3.3e-21 NA 1.3e-23
6 TCGA Kidney Renal Clear Cell Carcinoma 0.0452 0.0238 5.6e-03 0.013 0.018 0.017 NA 0.013 1.2e-02 3.3e-03 4.0e-03 NA 1.0e-02
7 TCGA Brain Lower Grade Glioma 0.0414 0.0190 1.6e-03 0.015 0.022 0.011 NA 0.013 7.0e-03 1.5e-03 1.9e-02 NA 1.1e-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 6.7 2.6 0.6 -1.4 2.0 1.5 0.4 2.6
Bipolar Disorder or Schizophrenia 1.0 2.4 7.2 0.9 -0.9 -1.1 1.7 1.9 0.6 2.7
Depressed Affect (Nagel 2018) 1.6 3.4 8.0 -2.0 0.3 1.7 -2.8 -2.2 -0.1 -2.0
Depression (Nagel 2018) 0.1 0.2 0.4 0.1 0.5 -0.4 -0.6 -0.1 0.4 0.2
Intelligence (Savage-Jansen 2018) 0.4 1.1 3.9 0.2 1.1 -0.8 -1.1 -2.0 0.3 -0.7
Neuroticism (Nagel 2018) 1.7 3.9 8.1 -2.3 -1.0 2.0 -2.9 -2.2 0.7 -2.0
Schizophrenia (2018) 0.5 1.1 2.4 -0.9 -1.5 -0.4 0.9 1.2 0.5 1.4
Schizophrenia vs Biploar Disorder 1.2 1.6 3.5 -1.9 -0.4 1.4 -1.3 -1.5 0.8 -0.9
Worry (Nagel 2018) 0.9 1.8 4.6 -1.6 -2.2 1.1 -1.5 -1.0 0.6 -0.8
Alzheimer’s Disease (in mother) 0.8 0.9 2.4 -1.2 0.4 1.5 -0.4 -0.4 1.2 -1.0
Alzheimer’s Disease (in father) 1.4 1.6 4.1 1.3 1.9 -2.0 0.7 0.8 -0.4 0.6
Alzheimer’s Disease (including proxy) 0.3 0.4 2.0 0.0 1.4 -0.1 0.4 0.6 0.7 -0.1
Crohns Disease (2017) 0.0 0.1 0.4 -0.2 0.2 0.4 0.1 -0.3 0.6 -0.3
Irritable Bowel Disease (IBD) 0.1 0.2 0.5 0.1 0.4 -0.3 0.6 0.5 0.7 0.3
Ulcerative Colitis (UC) 0.3 0.6 1.1 0.7 0.4 -1.1 0.9 0.8 0.1 0.9
Major Depression (MDD) 1.0 1.2 4.3 0.2 -2.1 0.1 1.1 1.2 0.3 1.1
Reaction Time 0.5 0.9 3.0 0.6 -1.7 -1.1 -1.1 0.1 -0.8 -0.3
Verbal and Numeric Reasoning (VNR) 0.9 2.3 7.3 1.7 2.7 -1.4 -0.7 -1.9 0.3 0.0
Breast Cancer 0.3 0.7 3.1 -0.1 -0.0 1.8 -0.4 -0.1 0.8 -1.0
Ovarian Cancer 1.0 1.3 4.5 2.1 1.3 -0.7 1.1 0.3 -0.9 0.5
Prostate Cancer 0.2 0.2 0.6 -0.1 -0.3 0.6 0.8 0.7 -0.0 -0.4
Age at First Birth 1.3 1.8 3.6 1.5 0.7 -1.9 1.9 1.0 -0.9 1.0
Bipolar Disorder (2011) 1.3 1.3 3.2 0.9 -0.9 -0.6 0.8 1.1 -1.3 1.8
Body Mass Index (BMI) (2010) 0.5 0.7 2.8 -0.9 -0.8 -0.2 -0.5 0.4 -1.7 -0.3
Coronary Artery Disease (CAD) 0.3 0.4 1.5 -1.2 -0.1 -0.8 -0.1 -0.3 -0.7 -0.2
Crohns Disease (2012) 0.9 1.5 3.3 -1.4 -0.8 1.6 0.8 1.3 1.8 0.0
Mean Putamen Volume 0.2 0.3 1.0 0.5 0.6 -0.0 -0.1 -0.4 -1.0 0.2
Fasting Glucose 1.0 1.1 4.0 -0.2 -1.4 -0.2 -1.1 -0.6 -2.0 -0.6
HbA1C 0.2 0.2 0.6 0.1 0.8 -0.4 -0.4 -0.5 -0.5 0.0
HDL Cholesterol 0.3 0.6 2.2 -1.5 -0.3 -0.2 -0.2 0.4 0.9 -0.8
LDL Cholesterol 0.4 0.7 1.4 0.5 0.9 0.5 -0.2 -1.2 -1.2 -0.6
Lupus 1.3 2.0 3.4 -1.8 -0.9 1.6 -1.6 -1.3 -0.7 -1.5
Neuroticism (2016) 0.4 0.5 1.8 -0.1 -1.3 0.0 0.2 0.4 1.2 0.2
Primary Biliary Cirrhosis 1.4 1.9 5.5 0.2 -1.3 0.6 1.8 1.4 2.4 0.9
Rheumatoid Arthritis 0.2 0.3 1.1 0.5 -0.2 -0.8 0.4 -0.4 -1.0 -0.2
Schizophrenia (2014) 0.4 0.8 1.8 -0.9 -1.2 0.2 0.3 0.6 1.3 1.1
Triglycerides 0.3 0.5 1.2 1.1 0.7 0.4 0.6 0.2 0.1 1.0
Type 2 Diabetes (T2D) (2012) 0.1 0.1 0.4 -0.1 -0.3 0.5 -0.5 -0.7 0.2 -0.0
Ulcerative Colitis 0.7 1.0 2.1 0.1 -0.0 -0.4 1.4 1.5 1.1 1.3
Blood Eosinophil Count 0.2 1.6 4.7 -2.2 -1.3 0.3 -1.4 -1.0 -0.1 -1.4
Blood Platelet Count 0.1 0.7 2.2 1.0 -0.8 -0.9 0.5 0.1 0.4 1.5
Blood Red Count 0.1 0.8 3.9 0.1 -0.7 -2.0 0.4 0.7 -0.2 0.7
Blood White Count 0.2 1.3 4.7 0.3 0.3 -0.1 1.4 1.1 2.2 0.8
Heel T-Score 0.3 2.2 6.7 0.6 -1.3 -0.9 -1.5 -1.9 -2.6 -0.1
BMI 2.4 13.9 33.6 -4.4 -2.1 0.9 -5.8 -3.6 -2.9 -4.1
Height 0.0 0.6 1.3 1.0 1.1 0.5 0.4 -0.2 1.2 0.3
Waist Hip Ratio (WHR) 0.2 1.1 3.2 0.0 0.5 -0.3 -1.8 -1.5 -1.1 -0.7
Systolic Blood Pressure 0.4 1.8 4.0 -0.0 -1.3 -1.1 1.6 2.0 1.1 1.2
Smoking Status 0.9 2.2 6.2 -1.0 0.5 0.3 -2.5 -1.7 -2.3 -0.5
Allergy or Eczema 0.6 1.6 3.1 0.6 0.8 -0.9 1.5 1.2 1.8 1.4
Cardiovascular Disease 0.5 1.7 6.2 -1.2 -0.9 -1.6 -1.0 -0.1 -2.5 -0.2
Hypothyroidism (self reported) 0.1 0.2 0.8 0.1 0.4 -0.5 0.0 -0.1 -0.9 -0.2
Respiratory disease 0.5 1.2 4.8 -0.6 0.3 0.8 1.0 1.2 2.2 0.0
Type 2 Diabetes (T2D) (2018) 0.4 0.8 1.9 0.9 -0.3 -1.0 0.5 -0.1 -1.4 1.3
Lung FEV1/FVC ratio 0.5 2.6 5.5 1.9 -0.5 -1.2 1.8 2.0 -0.7 2.3
Lung FVC 0.1 0.4 1.2 -1.1 -0.4 0.5 -0.6 0.2 -1.0 0.0
Neuroticism 1.2 2.8 6.5 -1.7 -0.7 2.6 -1.9 -1.4 1.0 -1.7
Chronotype (morning person) 0.9 2.0 6.4 0.2 0.4 -1.7 -1.3 -1.6 -2.5 -0.6
Hair Pigment 0.0 1.3 3.6 -0.4 -0.6 1.0 1.0 1.9 1.7 0.0
Tanning 0.1 1.1 2.7 1.4 1.1 -0.3 1.6 0.9 0.1 0.9
Hand grip strength (left) 0.6 1.7 8.7 -0.8 -3.0 -0.2 0.0 1.1 0.2 1.1
Number of treatments/medications taken 0.4 0.7 2.6 -0.8 -1.6 0.6 0.3 0.7 0.5 0.8
Average weekly spirits intake 2.7 3.3 10.9 -3.3 -0.8 1.7 -1.9 -0.6 0.6 -2.0
Sensitivity / hurt feelings 1.0 1.8 6.6 -0.6 -1.1 2.6 -0.1 0.3 2.0 -0.2
Frequency of depressed mood in last 2 weeks 0.3 0.4 1.8 0.1 1.3 -0.3 -0.7 -0.1 0.5 -0.1
Hearing difficulty/problems: Yes 0.4 0.7 1.4 -0.3 0.2 1.1 -1.2 -1.1 0.8 0.3
Relative age of first facial hair 1.3 2.6 7.0 -0.9 0.1 2.6 -0.7 -1.6 2.4 -1.2
Other serious medical condition/disability diagnosed by doctor 0.6 0.7 1.7 -0.4 1.3 1.3 -0.4 -0.3 -0.5 -1.1
Ever used hormone-replacement therapy (HRT) 0.6 0.8 2.6 -1.4 -0.6 1.6 0.2 0.1 0.2 -0.8
Ever had hysterectomy (womb removed) 0.8 0.9 2.3 -1.5 -1.1 1.3 -0.4 -0.2 -0.3 -0.9
Systolic blood pressure, automated reading 0.3 0.8 2.5 -1.4 -1.6 0.5 -0.4 0.2 0.7 -0.4
Eye problems/disorders: Diabetes related eye disease 2.1 2.3 5.1 -1.6 0.1 1.0 -2.3 -1.9 0.2 -2.0
Angina 0.8 1.0 4.2 -0.1 -2.1 0.5 0.6 1.2 0.2 1.0
Medication for hormone replacement therapy 0.9 1.0 3.3 0.8 -1.8 0.6 0.6 0.1 -0.3 1.4
Vitamin and mineral supplements 0.7 0.9 3.3 0.0 1.8 -1.3 0.2 0.7 0.9 -0.2
Supplements: Zinc 0.8 0.9 2.5 1.1 1.6 0.0 1.1 0.6 0.2 0.7
Medication: Co-codamol 0.2 0.3 0.5 -0.7 0.4 0.6 -0.0 -0.3 -0.5 -0.7
Medication: Metformin 1.3 1.8 5.6 0.3 1.1 -0.5 -1.2 -2.1 -2.4 -0.0
Diabetes (father) 0.3 0.3 1.5 0.2 1.2 -0.7 0.1 0.3 0.6 -0.2
Diabetes (mother) 0.6 0.8 1.6 -1.3 -1.1 -0.6 -1.2 -0.2 -0.3 -0.6
Severe depression (siblings) 0.2 0.3 0.6 -0.5 -0.7 -0.1 -0.5 0.5 0.2 0.7
Pack years adult smoking proportion 0.2 0.4 0.8 -0.8 0.2 0.7 -0.4 -0.5 0.3 -0.9
Impedance of leg (right) 0.7 3.5 9.4 0.6 -2.0 0.1 3.1 2.5 1.2 1.8
Leg fat-free mass (left) 0.9 4.6 11.8 -1.5 1.4 0.2 -3.4 -2.7 -1.8 -2.3
Trunk fat percentage 0.5 2.1 4.7 -1.9 -0.1 1.3 -2.2 -1.4 -0.5 -1.4
Hand grip strength (right) 0.6 1.5 6.1 -1.2 -2.5 -0.3 0.3 1.4 0.7 0.7
Townsend deprivation index at recruitment 0.8 1.2 2.4 0.4 -0.9 -1.2 0.5 1.6 -1.1 1.4
Current tobacco smoking 1.8 3.0 8.5 -1.4 0.5 0.0 -2.5 -1.6 -2.9 -1.3
Average weekly fortified wine intake 1.2 1.4 5.4 -0.5 0.6 2.3 -0.1 -0.7 0.7 -1.7
Maternal smoking around birth 2.2 3.2 6.2 2.4 -0.0 -1.8 1.7 1.4 -1.2 2.5
Fed-up feelings 2.0 3.6 7.7 -2.1 0.5 1.8 -2.8 -2.1 0.1 -2.3
Frequency of unenthusiasm / disinterest in last 2 weeks 0.6 0.8 2.1 -1.5 0.6 0.4 -1.4 -0.5 -0.2 -1.0
Relative age voice broke 1.2 1.9 4.1 -1.0 -0.6 2.0 -1.4 -2.0 -0.5 -1.3
Taking other prescription medications 0.2 0.4 1.1 -0.7 -0.8 1.1 -0.0 -0.4 -0.3 0.4
Age when periods started (menarche) 1.5 3.6 10.8 -2.6 -0.4 3.3 0.3 1.2 2.0 -1.1
Bilateral oophorectomy (both ovaries removed) 1.3 1.6 3.8 -2.0 -1.8 1.6 -0.6 0.4 0.3 -0.7
Heel bone mineral density (BMD) T-score, automated (left) 0.2 0.5 1.5 0.8 -0.7 -1.2 -0.6 -0.6 -0.3 0.3
Tinnitus: Yes, but not now, but have in the past 0.5 0.6 1.0 -0.9 -0.6 0.4 -0.8 -0.9 0.5 -1.0
Qualifications: CSEs or equivalent 1.9 2.5 9.2 -0.2 -0.8 -3.0 -0.6 1.0 -2.4 0.5
Serious illness, injury or assault to yourself 2.1 2.5 6.0 -2.5 -1.3 2.1 -1.4 -0.2 0.0 -1.9
High blood pressure 1.1 3.0 5.5 -2.1 -1.4 0.5 -2.3 -1.4 -2.3 -1.5
Hayfever, allergic rhinitis or eczema 0.9 2.0 3.6 0.9 1.0 -0.7 1.9 1.4 1.7 1.7
Multivitamins +/- minerals 1.1 1.5 4.4 -0.7 -2.0 0.5 -0.6 -0.8 -2.1 0.0
Stomach or abdominal pain in last month 0.9 1.1 2.6 -1.0 -0.3 1.4 -0.9 -0.6 0.8 -1.6
Supplements: Glucosamine 0.7 0.9 1.8 1.3 0.0 0.8 1.3 0.5 0.3 1.3
Diverticular disease/diverticulitis (self-reported) 1.5 1.8 5.8 -1.0 -1.1 1.6 1.0 0.9 2.4 -0.1
Medication: Atenolol 0.8 1.0 3.2 -1.2 -1.8 0.4 -0.2 0.2 0.4 -1.2
Medication: Levothyroxine sodium 1.1 1.9 3.8 1.4 1.3 -1.4 1.5 1.1 -0.9 1.9
Sitting height 0.1 0.4 1.1 0.0 1.1 -0.7 0.3 -0.6 0.8 -0.4
Chronic bronchitis/emphysema (father) 0.6 0.7 1.9 -1.1 -0.5 -1.0 0.4 1.4 -0.6 0.4
High blood pressure (mother) 0.3 0.5 2.7 -0.2 -1.6 -0.1 -0.1 0.1 -0.2 0.7
Body mass index (BMI) 1.3 5.5 15.4 -2.5 0.0 0.4 -3.9 -2.3 -2.1 -2.6
Impedance of leg (left) 0.6 3.1 7.9 0.9 -1.8 -0.0 2.8 2.2 1.0 1.9
Leg predicted mass (left) 0.9 4.5 11.6 -1.5 1.4 0.2 -3.4 -2.7 -1.8 -2.3
Trunk fat mass 0.8 3.3 8.2 -2.2 0.1 1.3 -2.9 -1.9 -1.0 -2.0
Waist circumference 1.7 6.1 16.0 -2.4 0.8 0.9 -4.0 -2.9 -1.5 -2.9
Number of incorrect matches in round 1.6 2.7 8.3 1.2 -0.5 -0.5 2.2 2.9 1.2 1.6
Past tobacco smoking 0.5 1.0 1.7 -0.3 -1.0 -1.0 -0.9 -1.3 -1.2 -0.8
Alcohol usually taken with meals 1.7 2.7 8.2 0.4 -0.1 1.3 2.5 1.7 2.9 0.1
Nervous feelings 0.4 0.7 4.7 0.0 -0.5 0.3 0.1 -0.2 2.2 0.1
Frequency of tenseness / restlessness in last 2 weeks 0.5 0.7 1.6 0.2 0.3 1.3 -0.7 -1.1 0.9 -0.7
Hearing difficulty/problems with background noise 0.2 0.4 1.2 0.8 0.1 0.8 0.1 -0.0 0.4 1.1
Hair/balding pattern: Pattern 2 1.5 1.9 5.0 -1.5 -0.8 2.1 -0.8 -0.5 2.2 -0.5
Had menopause 1.5 1.9 8.8 -0.3 -0.2 3.0 1.1 1.0 1.5 -0.2
Had other major operations 0.5 0.7 2.4 -0.6 -0.3 1.6 0.4 0.4 1.2 0.2
Forced vital capacity (FVC) 0.1 0.2 0.5 -0.3 -0.6 -0.2 0.3 0.6 0.1 0.7
Heel bone mineral density (BMD) T-score, automated (right) 0.4 1.0 2.8 0.5 -0.1 -1.7 -1.1 -1.3 -1.1 -0.1
Ever unenthusiastic/disinterested for a whole week 0.6 0.7 2.5 0.3 -0.8 -1.0 0.3 0.4 -1.6 0.4
Qualifications: None of the above 0.4 0.8 3.5 -0.8 0.6 1.9 0.3 0.7 0.4 -0.1
Financial difficulties in last 2 years 1.1 1.5 4.9 -1.4 -0.6 2.2 -1.1 -0.6 -0.0 -1.4
Mouth/teeth dental problems 1.0 1.5 2.8 -1.7 -1.3 1.2 -0.6 -1.3 0.1 -1.6
Heart attack 0.5 0.7 2.7 -0.4 -1.6 0.8 0.4 1.0 0.2 0.2
Allergy 1.1 2.4 8.5 -0.1 -1.4 -0.6 -1.8 -1.5 -2.9 -0.9
Pain all over the body in last month 0.6 0.7 1.9 -1.3 0.2 0.1 -0.4 0.2 -1.4 -0.8
Diabetes (self-reported) 0.5 0.8 2.6 0.7 0.4 -0.9 -0.1 -0.7 -1.6 0.9
Hayfever/allergic rhinitis (self-reported) 1.6 2.1 4.8 1.4 -0.3 -1.4 1.6 1.6 1.0 2.2
Medication: Ramipril 1.0 1.2 2.8 -0.4 -1.1 -1.4 0.5 1.2 -1.7 0.9
Medication: Simvastatin 0.6 0.9 1.9 0.4 -1.1 -0.8 0.9 1.0 -0.5 1.4
Fluid intelligence score 1.0 2.1 7.2 -0.3 1.4 0.1 -1.8 -2.7 0.0 -1.4
Illnesses of siblings 2.5 3.5 8.0 2.8 2.8 -2.1 0.4 -0.8 -1.7 0.8
Neuroticism score 1.2 2.5 5.1 -1.5 -0.4 2.2 -2.1 -1.4 0.6 -1.7
Weight 1.0 4.8 12.4 -2.2 0.5 0.8 -3.5 -2.5 -1.5 -2.7
Impedance of arm (right) 1.2 5.8 15.7 1.6 -0.2 1.1 4.0 2.5 2.8 2.6
Arm fat percentage (right) 0.6 2.3 6.3 -1.9 0.5 0.8 -2.5 -1.5 -0.9 -1.6
Trunk fat-free mass 0.6 3.2 7.8 -0.9 1.2 -0.0 -2.8 -2.1 -1.8 -2.3
Hip circumference 0.6 2.5 5.7 -1.8 0.9 0.9 -2.4 -1.8 -0.4 -2.0
Time employed in main current job 0.3 0.3 1.6 0.5 1.3 -0.6 0.0 -0.2 -0.4 0.1
Alcohol intake versus 10 years previously 0.5 0.8 2.5 -0.7 -1.3 -1.6 0.2 1.0 0.1 0.3
Father’s age at death 1.7 2.3 6.2 2.5 2.0 -1.7 0.6 -0.3 -1.0 1.1
Worrier / anxious feelings 1.3 2.5 4.8 -1.6 -2.2 1.8 -1.7 -0.9 1.7 -0.8
Frequency of tiredness / lethargy in last 2 weeks 0.3 0.6 2.0 -0.0 -0.2 -1.4 -0.8 0.7 -0.9 0.2
Falls in the last year 0.8 1.0 6.0 0.8 2.5 0.4 0.6 -0.2 0.1 0.2
Hair/balding pattern: Pattern 3 0.3 0.5 1.3 1.1 0.2 0.2 0.2 -0.6 -1.1 0.7
Number of live births 0.8 1.2 5.3 -0.7 1.0 0.9 0.0 0.5 2.3 -0.6
Forced expiratory volume in 1-second (FEV1) 0.1 0.3 0.8 -0.2 -0.6 0.1 0.3 0.6 0.9 0.5
Pulse rate 0.2 0.3 0.9 -0.8 0.3 -0.9 -0.0 0.2 0.3 0.4
Happiness 0.9 1.1 2.6 -1.6 0.7 0.6 -1.1 -1.0 -0.3 -1.4
Noisy workplace 0.9 1.2 3.2 0.7 -0.6 -0.6 1.2 1.8 0.5 1.4
Qualifications: A levels/AS levels or equivalent 1.1 2.5 8.4 2.9 -0.1 -1.5 1.6 -0.7 -0.7 1.9
Serious illness, injury or assault of a close relative in last 2 years 1.2 1.4 4.0 -2.0 -0.5 1.1 -1.4 0.1 0.2 -1.6
Mouth/teeth dental problems: Dentures 0.3 0.6 1.6 0.0 1.1 1.3 0.2 0.6 0.8 0.4
Asthma 0.7 1.4 5.0 -0.7 1.3 0.7 0.8 1.0 2.2 -0.4
Medication: Ibuprofen (e.g. Nurofen) 0.3 0.4 0.8 -0.9 -0.7 0.7 -0.7 -0.1 0.1 -0.8
Medication: Cholesterol lowering 0.8 1.3 3.4 0.6 -1.0 -0.8 0.9 1.6 -0.7 1.8
Depression (self-reported) 0.7 0.9 1.7 -0.6 -0.6 -0.8 -1.3 -0.9 -1.1 -1.1
Medication: Lansoprazole 0.3 0.3 1.2 0.3 0.1 -0.4 -0.5 -0.5 -1.1 -0.4
Prospective memory result 1.4 1.7 4.5 2.1 -0.6 0.2 1.6 1.1 0.5 1.7
Lung cancer (father) 0.6 0.7 1.6 1.0 1.2 0.9 0.9 0.2 0.3 0.6
Illnesses of mother 1.1 1.4 3.6 1.3 1.7 -1.9 -0.2 -0.2 -1.1 0.6
Forced expiratory volume in 1-second (FEV1), Best measure 0.1 0.3 0.6 -0.8 -0.4 -0.4 -0.2 0.7 0.6 0.4
Pulse wave Arterial Stiffness index 1.3 1.5 3.3 -1.8 -0.6 0.6 -1.6 -0.9 0.5 -1.7
Impedance of arm (left) 1.5 6.9 18.4 1.9 0.0 1.2 4.3 2.4 3.3 2.8
Arm fat mass (right) 0.9 3.8 10.5 -2.3 0.2 0.7 -3.2 -1.9 -1.3 -2.2
Trunk predicted mass 0.5 3.1 7.4 -0.8 1.3 0.0 -2.7 -2.0 -1.6 -2.3
Standing height 0.0 0.4 0.9 0.3 0.9 0.9 0.5 -0.4 1.0 -0.3
Length of working week for main job 0.4 0.4 1.0 -0.1 -0.8 -0.5 0.4 0.9 -0.5 1.0
Exposure to tobacco smoke at home 1.0 1.2 5.4 -0.4 -1.3 0.1 0.2 0.9 -2.3 0.2
Breastfed as a baby 2.1 2.6 6.6 -0.6 1.0 1.5 -1.9 -2.6 -0.6 -2.1
Tense / ‘highly strung’ 0.8 1.3 2.4 -0.9 -1.6 0.9 1.4 1.0 1.3 0.6
Seen doctor (GP) for nerves, anxiety, tension or depression 0.6 0.9 2.6 -0.6 -1.6 -0.3 -0.8 -0.4 -1.6 -0.4
Hair/balding pattern: Pattern 4 0.2 0.6 1.4 -0.8 -0.9 -0.9 0.3 1.2 -0.4 0.1
Birth weight of first child 0.5 1.0 3.5 1.0 -0.0 -1.4 0.1 0.3 -1.9 0.6
Peak expiratory flow (PEF) 0.4 0.9 4.1 -0.4 -0.2 1.5 0.1 0.3 2.0 -0.1
Pulse wave reflection index 2.6 3.3 6.6 -2.1 -0.9 1.5 -2.6 -1.6 0.2 -2.5
Ever highly irritable/argumentative for 2 days 1.1 1.3 3.0 -1.5 -0.3 0.8 -1.4 -0.7 -0.5 -1.7
Loud music exposure frequency 0.4 0.5 1.7 0.8 0.4 0.1 -0.8 -0.5 1.3 0.2
Qualifications: O levels/GCSEs or equivalent 0.8 1.2 3.5 0.4 -1.5 0.5 -0.8 -1.9 1.2 -0.5
Mouth/teeth dental problems: Bleeding gums 0.7 1.0 1.4 1.2 0.2 -1.2 0.8 1.2 1.1 0.9
Blood clot in the leg (DVT) 0.4 0.5 1.1 1.1 0.8 -0.8 -0.4 0.4 -0.8 0.7
Medication: Paracetamol 0.9 1.5 3.5 -1.2 -0.1 0.9 -1.9 -1.9 -0.0 -1.2
Headache pain in last month 1.0 1.7 3.8 -1.8 0.6 0.8 -2.0 -1.2 0.6 -1.4
Medication for cholesterol, blood pressure or diabetes 0.5 0.9 2.9 -0.2 0.6 1.1 -0.3 -0.7 1.7 -1.0
Glaucoma (self-reported) 0.1 0.1 0.3 -0.4 -0.0 0.4 -0.3 0.1 -0.2 0.5
Gout (self-reported) 0.4 0.5 2.2 -0.4 0.6 -0.6 -0.5 -0.3 -1.5 0.2
Hypothyroidism/myxoedema (self-reported) 0.4 0.8 3.5 0.4 1.9 -0.9 0.6 0.5 -0.5 0.2
Medication: Amlodipine 0.8 1.1 2.4 -0.2 -1.2 -1.1 0.7 1.6 1.3 0.7
Medication: Ventolin 100micrograms inhaler 0.4 0.5 2.1 -0.8 0.0 0.5 -0.1 0.3 1.4 -0.5
Birth weight 1.3 2.9 8.5 -2.9 -2.8 1.3 -0.1 0.2 0.9 -1.1
Chronic bronchitis/emphysema (mother) 0.5 0.5 2.2 0.0 -1.5 0.6 0.3 0.2 0.9 0.6
High blood pressure (siblings) 3.8 5.4 13.9 -3.7 -3.6 2.1 -1.3 0.4 1.8 -1.1
Forced vital capacity (FVC), Best measure 0.1 0.3 0.7 -0.5 -0.3 -0.6 0.1 0.9 -0.1 0.8
Body fat percentage 0.7 2.7 6.3 -2.3 -0.1 1.2 -2.5 -1.4 -0.8 -1.7
Leg fat percentage (right) 1.1 4.0 8.8 -2.8 -0.3 1.0 -3.0 -1.5 -1.4 -2.4
Arm fat-free mass (right) 0.9 4.6 11.7 -1.3 0.6 -0.1 -3.4 -2.5 -2.4 -2.4
Exposure to tobacco smoke outside home 0.2 0.3 0.9 -0.4 0.4 0.1 -0.0 0.7 -1.0 0.3
Comparative body size at age 10 0.9 2.5 5.5 -0.4 0.8 -1.6 -2.3 -2.2 -0.9 -1.6
Number of full brothers 0.8 1.1 2.4 0.7 -0.4 0.8 1.2 1.5 1.3 0.8
Worry too long after embarrassment 1.8 3.0 5.1 -1.6 -0.1 2.3 -2.2 -1.4 1.3 -2.3
Seen a psychiatrist for nerves, anxiety, tension or depression 0.9 1.1 2.0 -1.3 -0.9 1.2 -0.8 -0.6 0.8 -1.4
Wheeze or whistling in the chest in last year 0.4 0.7 3.1 -1.8 -0.2 0.1 -1.0 -0.3 -0.5 -0.7
Number of children fathered 0.4 0.4 2.2 0.0 1.5 -0.2 0.2 -0.3 0.7 -0.0
Reason for reducing amount of alcohol drunk: Health precaution 1.6 1.9 5.7 0.6 0.0 -0.7 1.9 2.4 1.0 1.5
Age at first live birth 0.2 0.3 1.1 1.0 0.0 -0.2 0.4 -0.5 0.6 0.8
Pulse wave peak to peak time 1.2 1.4 3.5 1.9 0.6 -0.6 1.6 0.7 -0.4 1.6
Health satisfaction 0.7 0.9 3.1 -1.8 0.2 0.9 0.0 0.1 0.8 -1.3
Shortness of breath walking on level ground 1.7 2.0 4.1 -2.0 1.7 1.6 -0.7 -1.0 0.3 -1.8
Qualifications: College or University degree 0.6 2.0 4.5 2.1 1.7 -1.3 2.0 0.1 0.0 1.1
Eye problems/disorders: None of the above 2.0 2.3 4.8 0.9 -0.4 -1.9 2.1 2.2 0.7 1.3
Mouth/teeth dental problems: Loose teeth 1.1 1.3 3.5 1.0 -0.4 -0.2 1.2 1.9 -1.0 1.4
Emphysema/chronic bronchitis 0.7 0.7 3.2 -0.8 0.5 1.8 0.1 -0.4 1.0 -0.2
Medication for pain relief, constipation, heartburn 0.6 1.1 2.2 1.1 1.4 -0.6 1.5 1.1 0.7 0.5
Neck or shoulder pain in last month 1.2 1.7 3.6 0.5 0.4 -1.2 1.5 1.9 1.5 1.3
Medication: Blood pressure 0.6 1.0 4.4 -0.0 -1.1 -1.1 -0.1 -0.2 -2.1 0.5
Angina (self-reported) 0.9 1.2 5.0 -0.1 -2.2 0.6 0.7 1.2 0.1 1.0
Migraine (self-reported) 0.1 0.1 0.2 -0.4 -0.2 -0.2 -0.3 0.5 -0.3 -0.1
Medication: Ibuprofen 0.2 0.2 0.6 -0.7 -0.4 0.7 -0.4 0.0 -0.1 -0.5
Medication: Allopurinol 0.3 0.4 1.0 0.7 0.6 -0.5 0.6 0.3 -0.2 1.0
Medication: Omeprazole 0.4 0.5 1.2 -0.2 -1.1 -0.4 -0.6 -1.0 -1.0 0.1
Medication: Seretide 50 evohaler 0.5 0.5 1.4 -0.7 1.1 0.5 0.3 0.4 1.2 -0.3
Mean time to correctly identify matches 0.3 0.5 1.6 1.2 -0.9 -0.7 -0.1 0.5 -0.5 0.3
Heart disease (mother) 0.7 0.8 4.3 -0.1 -0.3 2.1 0.6 -0.1 1.0 0.0
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.4 0.5 2.2 -0.4 -0.9 0.6 -0.1 0.0 1.5 -0.1
Whole body fat mass 0.9 3.8 9.9 -2.4 0.1 0.9 -3.1 -1.9 -1.4 -2.1
Leg fat mass (right) 1.4 5.4 13.6 -2.9 -0.3 1.0 -3.7 -2.1 -1.8 -2.6
Arm predicted mass (right) 0.8 4.2 11.0 -1.4 0.6 0.1 -3.3 -2.5 -2.3 -2.3
Pulse rate, automated reading 0.3 0.8 2.3 -1.3 0.1 0.5 -0.5 -0.2 1.5 -1.1
Alcohol intake frequency. 1.9 4.5 12.0 1.8 2.1 -3.5 1.8 1.6 -1.6 1.9
Comparative height size at age 10 0.2 0.8 2.1 -0.4 0.6 1.4 0.9 0.6 1.3 -0.6
Number of full sisters 1.3 1.5 7.0 0.4 -0.1 0.6 1.2 2.6 0.6 1.2
Suffer from ‘nerves’ 1.4 2.2 4.1 -1.3 -0.2 1.6 -2.0 -2.0 -0.4 -1.7
Overall health rating 0.9 2.0 7.7 -2.8 -0.6 1.3 -0.9 -0.2 1.2 -1.4
Chest pain or discomfort 0.3 0.4 1.1 -0.7 1.1 -0.4 -0.9 -0.2 -0.5 -0.3
Had major operations 4.9 5.7 11.8 -2.7 -3.4 0.9 -3.0 -1.5 -2.8 -1.1
Age at last live birth 0.3 0.4 1.8 0.7 0.3 0.4 0.2 -0.2 1.4 0.3
Family relationship satisfaction 0.9 1.1 2.5 -0.8 0.5 1.6 -0.7 -1.1 0.1 -1.5
Leg pain on walking 0.2 0.3 0.7 0.3 0.7 -0.8 0.1 -0.4 0.4 0.6
Qualifications: NVQ or HND or HNC or equivalent 0.7 0.8 2.0 -0.8 -1.3 1.4 -0.3 0.3 0.6 -0.9
Commuting to job workplace: Car/motor vehicle 0.7 0.8 2.0 -0.7 1.4 0.0 -0.2 -0.2 1.4 -1.2
Illness, injury, bereavement, stress in last 2 years 4.1 5.0 11.6 3.4 0.5 -3.1 2.0 0.4 -2.0 2.4
Medication: Aspirin 1.0 1.3 5.4 -0.4 -2.3 -1.0 -0.5 0.5 -1.2 1.0
Supplements: Vitamin C 1.5 1.8 4.6 -0.4 -0.7 1.6 -1.8 -2.1 0.2 -1.2
Knee pain experienced in last month 0.8 1.2 2.3 -1.4 0.3 1.5 -1.5 -0.6 0.8 -0.8
Hypertension (Self-reported) 0.8 2.3 6.4 -1.6 -1.4 -0.2 -1.8 -0.9 -2.5 -0.9
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 0.2 0.2 0.9 0.3 -1.0 0.1 0.4 0.3 -0.1 0.2
Illnesses of father: Heart disease 0.9 1.2 2.2 -1.5 -1.2 0.4 -1.2 -0.5 -1.2 -1.4
Illnesses of siblings: Diabetes 1.1 1.3 1.8 -1.3 -0.4 1.3 -1.3 -0.9 1.2 -1.2
Smoking status: Previous 0.8 1.2 2.6 0.5 0.6 0.8 1.2 1.4 1.6 1.1
Forced expiratory volume in 1-second (FEV1), predicted 0.2 0.3 0.8 0.4 0.9 -0.3 0.5 0.6 0.5 0.6
Whole body fat-free mass 0.8 4.4 11.2 -1.3 1.3 0.1 -3.4 -2.6 -2.0 -2.4
Leg fat-free mass (right) 0.8 4.3 11.1 -1.2 1.7 0.2 -3.3 -2.7 -1.6 -2.1
Arm fat percentage (left) 0.6 2.4 5.8 -1.9 0.7 1.2 -2.4 -1.6 -0.5 -1.7
Average weekly red wine intake 0.3 0.4 1.7 -0.3 -1.3 0.8 0.5 -0.1 0.1 -0.1
Handedness (chirality/laterality): Left-handed 0.5 0.6 2.9 0.3 -0.9 -1.7 -0.5 -0.3 -0.5 0.3
Mood swings 0.6 1.2 2.0 -1.4 -1.1 1.4 -1.4 -0.5 -0.4 -0.8
Loneliness, isolation 0.9 1.3 2.7 -0.4 1.3 1.7 -0.9 -0.7 -0.8 -1.5
Long-standing illness, disability or infirmity 0.9 1.3 2.6 -0.8 0.4 0.6 -1.5 -1.6 -1.2 -1.3
Ever had bowel cancer screening 0.5 0.6 2.4 -0.6 0.1 1.6 -0.3 -0.5 0.8 -0.5
Diabetes diagnosed by doctor 0.2 0.3 0.8 0.6 0.9 -0.2 0.4 -0.5 -0.4 0.7
Ever had stillbirth, spontaneous miscarriage or termination 1.2 1.3 4.7 -0.2 -2.2 -0.7 0.8 1.7 0.0 0.5
Friendships satisfaction 0.2 0.3 1.1 -0.1 0.2 -1.0 0.3 -0.0 -0.8 -0.3
Qualifications: nursing, teaching 0.8 1.3 3.3 0.8 1.2 -0.1 1.8 -0.0 1.7 0.9
Commuting to job workplace: Walk 0.8 0.9 2.3 1.0 -1.5 -0.1 0.2 0.0 -1.1 1.2
Eye problems/disorders: Cataract 0.5 0.6 2.4 -0.3 0.4 1.5 -0.2 -1.1 0.3 -0.3
Mouth/teeth dental problems: Mouth ulcers 0.3 0.5 1.5 -0.1 -0.6 -1.0 0.2 1.2 0.4 0.5
Medication for cholesterol 0.4 0.6 3.3 0.9 1.8 0.5 0.3 -0.1 0.1 0.0
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.4 0.4 1.5 -0.4 0.4 -0.2 -0.2 -1.1 -1.2 -0.3
Back pain experienced in last month 1.0 1.5 4.0 0.8 0.5 1.8 1.4 0.6 2.0 0.7
Mineral and other dietary supplements 2.2 3.0 6.6 -2.6 -0.4 0.2 -2.5 -1.1 -0.5 -2.5
Breast cancer (self-reported) 0.3 0.3 0.7 0.5 0.6 -0.1 -0.8 -0.8 0.8 0.1
Asthma (self-reported) 0.6 1.2 4.1 -0.5 1.1 0.4 0.9 1.3 2.0 -0.1
Osteoporosis (self-reported) 0.8 1.0 2.6 1.6 0.8 1.6 0.3 -0.2 -0.6 0.7
Osteoarthritis (self-reported) 0.6 0.8 2.6 1.3 -0.5 -0.4 0.4 0.3 -0.9 1.6
Medication: Aspirin 0.9 1.2 5.3 -0.8 -2.3 -0.1 -1.2 -0.3 -0.9 0.5
Medication: Gliclazide 0.7 0.8 1.8 1.3 1.2 -0.9 0.7 0.3 -0.2 1.1
Illnesses of father: None of the above (group 1) 0.9 1.1 3.8 0.5 0.9 1.9 0.9 0.1 1.5 -0.1
Smoking status: Current 2.2 3.5 9.1 -1.7 0.5 0.3 -2.6 -1.7 -3.0 -1.6
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.5 1.1 3.8 -0.8 -0.4 1.4 0.5 0.8 2.0 0.2
Whole body water mass 0.7 3.8 9.7 -1.1 1.1 -0.0 -3.1 -2.4 -1.9 -2.2
Leg predicted mass (right) 0.8 4.3 11.1 -1.2 1.7 0.2 -3.3 -2.7 -1.6 -2.1
Arm fat mass (left) 0.9 3.7 9.8 -2.1 0.3 1.0 -3.1 -2.1 -1.2 -2.2
Number of self-reported non-cancer illnesses 0.1 0.2 0.7 -0.2 -0.6 -0.2 0.1 0.6 -0.1 0.8
Average weekly champagne plus white wine intake 0.7 1.0 1.5 -0.9 -1.2 0.8 -0.9 -0.7 1.2 -1.1
Miserableness 2.1 3.7 10.6 -2.1 0.2 0.8 -3.2 -2.2 -0.2 -2.2
Guilty feelings 1.3 1.9 3.7 -1.0 0.0 1.7 -1.9 -1.5 0.8 -1.6
Wears glasses or contact lenses 0.8 0.9 1.7 0.4 -1.0 0.1 1.3 1.3 0.8 1.0
Ever taken oral contraceptive pill 0.4 0.5 1.2 1.1 -1.1 -0.4 0.2 -0.1 0.2 0.9
Hearing aid user 0.7 0.7 1.7 -1.3 0.7 0.2 -0.4 -0.5 1.3 -1.0
Mother’s age at death 0.6 0.8 2.0 -0.9 1.4 1.1 -0.9 -0.6 0.2 -0.5
Financial situation satisfaction 0.4 0.5 1.1 -1.0 0.0 -0.5 -0.6 -0.6 -1.0 -0.5
Tinnitus: Yes, now most or all of the time 0.5 0.6 1.7 0.6 0.5 -1.1 -0.5 -0.2 -1.3 0.6
Commuting to job workplace: Public transport 0.7 0.8 2.7 0.7 -0.5 0.4 -0.6 -1.2 -1.6 -0.3
Eye problems/disorders: Glaucoma 0.1 0.1 0.5 -0.2 -0.1 0.0 0.1 0.3 -0.4 0.7
Medication: Blood pressure 1.0 2.0 5.6 -2.4 -2.2 -0.2 -1.1 0.1 0.6 -1.3
Pain type(s) experienced in last month: Hip pain 0.3 0.3 1.2 -1.1 0.7 0.1 -0.4 -0.0 0.7 -0.1
Supplements: Fish oil (including cod liver oil) 1.3 1.8 4.6 1.8 -0.0 0.0 2.0 0.6 -0.2 2.1
High cholesterol (Self-reported) 0.3 0.5 2.1 -0.6 -0.0 0.2 1.0 1.4 -0.3 0.2
Medication: Bendroflumethiazide 1.0 1.6 3.1 -1.5 -0.6 -0.3 -1.8 -1.7 -0.4 -1.5
Medication: Paracetamol 0.6 1.0 2.2 -1.1 0.1 0.6 -1.4 -1.5 -0.4 -0.9
Medication: Lisinopril 0.6 0.8 3.0 -1.1 -0.4 -0.8 -0.7 -0.5 -1.7 -0.3
Medication: Atorvastatin 0.4 0.5 2.2 -0.4 0.4 -0.5 -1.5 -0.6 -0.6 -0.5
Illnesses of father: High blood pressure 1.0 1.2 2.7 -1.6 -1.5 -0.2 -1.3 -1.1 0.1 -0.7
Alcohol drinker status: Never 0.6 0.8 4.2 0.6 2.0 -0.9 -0.1 -0.1 -0.2 -0.3
Ever smoked 0.4 0.8 3.5 0.4 1.9 0.7 0.4 0.2 1.0 0.4
Basal metabolic rate 0.9 4.8 12.5 -1.4 1.1 0.1 -3.5 -2.6 -2.0 -2.5
Leg fat percentage (left) 1.1 3.9 9.5 -2.6 -0.1 0.8 -3.1 -1.7 -1.4 -2.3
Arm fat-free mass (left) 0.9 4.7 12.4 -1.5 0.3 -0.1 -3.5 -2.3 -2.5 -2.5
Number of operations (self-reported) 2.0 2.9 9.0 -3.0 -2.2 1.5 -1.5 -0.5 0.0 -1.3
Average weekly beer plus cider intake 1.5 2.2 6.0 -0.9 -0.4 0.3 -2.4 -1.6 -2.3 -0.8
Irritability 2.4 4.1 9.1 -1.6 0.9 1.2 -3.0 -3.0 -1.0 -2.3
Risk taking 1.6 2.3 7.5 -0.4 -0.3 0.3 -2.2 -1.4 -2.7 -1.2
Ever had prostate specific antigen (PSA) test 0.2 0.2 0.7 -0.6 -0.5 0.6 -0.2 -0.8 -0.1 0.0
Fractured/broken bones in last 5 years 1.8 2.4 5.1 -0.8 2.3 1.4 -1.8 -1.5 -0.0 -1.9
Age started oral contraceptive pill 0.5 0.6 2.8 0.6 -0.3 1.7 -0.0 -1.1 -0.1 -0.2
Diastolic blood pressure, automated reading 0.6 2.0 5.1 -1.5 -1.7 -0.3 -2.3 -1.2 -1.3 -0.7
Ever depressed for a whole week 1.0 1.2 6.3 0.7 -2.5 -0.1 0.5 0.1 -1.1 0.5
Unable to work because of sickness or disability 1.3 1.7 3.6 -1.5 -0.0 1.4 -1.6 -0.4 -1.2 -1.9
Commuting to job workplace: Cycle 0.4 0.4 1.1 1.1 0.2 -0.3 0.3 0.2 1.0 0.8
Myopia 0.1 0.2 0.4 -0.6 0.0 -0.6 -0.4 -0.3 0.3 -0.3
Vascular/heart problems diagnosed by doctor 0.9 2.5 3.9 1.9 2.0 -0.8 1.9 0.9 1.8 1.3
Cholesterol lowering medication 0.2 0.2 0.7 -0.4 -0.3 -0.8 -0.2 0.0 -0.8 0.1
Medication: Omeprazole (e.g. Zanprol) 0.3 0.4 1.3 -0.3 -1.1 -0.0 -0.3 -0.9 -0.6 0.1
Pain experienced in last month 0.2 0.3 0.8 0.6 -0.0 -0.7 0.2 -0.4 -0.9 0.1
Supplements: Calcium 0.5 0.5 0.8 0.8 0.5 0.9 0.9 0.8 0.5 0.1
Basal cell carcinoma (self-reported) 1.0 1.2 3.2 -0.9 -1.3 1.8 0.3 0.3 1.4 -0.6
Heart attack/myocardial infarction (self-reported) 0.5 0.7 2.5 -0.5 -1.6 0.9 0.3 1.0 0.3 0.2
Deep venous thrombosis (DVT) (self-reported) 0.4 0.5 0.9 0.9 0.7 -0.7 -0.4 0.4 -0.9 0.6
Heart disease (siblings) 0.6 0.8 3.9 -0.6 -2.0 -0.5 0.1 0.0 -0.7 0.7
Alcohol drinker status: Previous 1.2 1.4 2.8 0.4 0.0 -1.7 1.0 1.5 -1.1 1.4
Pack years of smoking 0.3 0.4 1.1 -0.6 0.2 1.0 -0.2 -0.5 0.6 -0.9
Impedance of whole body 0.9 4.5 12.5 1.1 -1.3 0.7 3.5 2.3 2.3 2.3
Leg fat mass (left) 1.3 4.9 12.9 -2.7 -0.0 0.8 -3.6 -2.1 -1.7 -2.5
Arm predicted mass (left) 0.8 4.3 11.2 -1.2 0.4 -0.1 -3.4 -2.3 -2.5 -2.4