Hub : Genes

PARP12

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 0.1010 0.0420 7.3e-03 0.040 NA 0.023 NA 0.034 2.8e-03 NA 1.8e-02 NA 5.7e-03
2 GTEx Skin Sun Exposed Lower leg 0.2970 0.0660 6.3e-05 0.009 NA -0.003 NA 0.001 5.3e-02 NA 9.3e-01 NA 2.6e-01
3 GTEx Testis 0.2120 0.0820 8.1e-03 0.068 NA 0.032 NA 0.051 6.1e-04 NA 1.4e-02 NA 2.7e-03
4 TCGA Brain Lower Grade Glioma 0.0450 0.0244 4.7e-03 0.004 0.015 0.016 NA 0.008 9.7e-02 6.1e-03 5.6e-03 NA 3.8e-02
5 TCGA Lung Adenocarcinoma 0.0239 0.0128 7.2e-03 0.012 0.010 0.001 NA 0.006 1.4e-02 2.4e-02 2.2e-01 NA 6.0e-02
6 TCGA Prostate Adenocarcinoma 0.0593 0.0284 1.3e-03 0.044 0.026 0.029 NA 0.035 1.9e-05 8.7e-04 4.4e-04 NA 1.3e-04
7 TCGA Thyroid Carcinoma 0.1360 0.0440 5.2e-10 0.108 0.120 0.120 NA 0.114 1.3e-10 1.1e-11 9.4e-12 NA 3.5e-11

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6 7
Bipolar Disorder (2018) 0.6 0.9 1.7 -0.3 0.7 -1.0 -0.9 -1.1 0.8 -1.3
Bipolar Disorder or Schizophrenia 0.6 1.5 3.1 0.4 -1.2 -1.3 -1.0 -1.2 1.3 -1.8
Depressed Affect (Nagel 2018) 1.0 2.0 5.7 -1.7 -1.1 2.4 -0.5 1.7 -0.8 0.7
Depression (Nagel 2018) 2.9 4.4 10.1 0.4 -2.0 3.2 2.4 2.7 -1.3 1.4
Intelligence (Savage-Jansen 2018) 0.4 1.4 3.0 -0.1 -1.7 -0.9 -0.6 -1.3 1.5 -1.2
Neuroticism (Nagel 2018) 0.8 1.9 6.8 -0.8 -1.6 2.6 -0.0 1.7 -0.5 0.1
Schizophrenia (2018) 0.5 1.1 3.1 0.8 -1.8 -0.9 -0.5 -0.6 1.0 -1.2
Schizophrenia vs Biploar Disorder 0.8 1.1 3.4 -0.5 0.1 -0.9 -0.4 -1.7 0.0 -1.8
Worry (Nagel 2018) 0.3 0.6 2.7 -0.2 -1.6 0.7 0.2 0.6 -0.3 -0.3
Alzheimer’s Disease (in mother) 0.6 0.7 3.3 -0.3 0.6 0.2 1.8 0.3 -0.2 0.8
Alzheimer’s Disease (in father) 1.8 2.0 3.9 -1.8 0.4 -0.9 -1.1 -1.5 2.0 -1.5
Alzheimer’s Disease (including proxy) 0.5 0.7 1.4 -1.2 0.4 -1.0 0.7 -0.8 0.9 -0.1
Crohns Disease (2017) 0.5 1.1 4.1 -0.4 -0.1 2.0 0.5 1.5 -0.2 1.1
Irritable Bowel Disease (IBD) 0.4 0.9 2.9 -0.9 0.2 1.7 0.0 1.2 -0.8 0.7
Ulcerative Colitis (UC) 0.3 0.5 1.3 -1.1 0.1 1.1 -0.1 0.5 -1.0 0.2
Major Depression (MDD) 0.5 0.6 0.9 -0.7 -0.5 0.8 -0.5 0.8 -0.9 0.9
Reaction Time 0.2 0.4 0.8 -0.9 0.1 0.8 -0.6 0.8 -0.7 0.4
Verbal and Numeric Reasoning (VNR) 0.3 0.8 2.1 0.3 -1.5 -0.9 0.5 -0.9 1.2 -0.5
Breast Cancer 0.4 1.0 6.3 -0.4 0.2 0.4 -2.5 0.0 0.3 0.2
Ovarian Cancer 0.6 0.8 2.0 -1.4 0.6 -0.1 -1.1 -1.0 0.9 -0.5
Prostate Cancer 0.5 0.7 1.2 0.7 0.8 -1.1 -0.4 -1.1 0.5 -1.0
Age at First Birth 1.5 2.2 4.3 -0.3 1.9 -1.4 -2.1 -1.6 1.3 -1.0
Bipolar Disorder (2011) 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Body Mass Index (BMI) (2010) 0.4 0.5 2.2 0.5 -0.2 -1.0 1.5 -0.1 0.0 -0.0
Coronary Artery Disease (CAD) 1.0 1.2 3.2 0.8 0.8 0.7 0.8 1.7 0.0 1.8
Crohns Disease (2012) 1.0 1.7 3.6 -1.9 0.7 1.9 -0.5 1.4 0.0 1.4
Mean Putamen Volume 4.4 5.0 11.4 0.7 -0.7 -2.1 -2.2 -2.8 2.4 -3.4
Fasting Glucose 2.6 3.1 9.0 1.3 0.6 -1.6 -0.7 -1.7 2.2 -3.0
HbA1C 3.3 3.7 7.9 1.6 -0.8 -0.4 2.8 1.7 -2.6 2.2
HDL Cholesterol 1.1 1.9 5.0 -2.2 -0.4 0.0 -1.7 -1.3 1.0 -1.6
LDL Cholesterol 0.6 1.0 3.2 -0.0 0.3 -0.2 1.8 0.6 -1.1 1.5
Lupus 0.9 1.4 2.8 -1.4 1.7 -0.9 -0.5 -1.1 1.1 -1.1
Neuroticism (2016) 0.3 0.4 1.4 1.2 0.1 0.4 -0.7 -0.1 -0.5 -0.8
Primary Biliary Cirrhosis 1.3 1.9 4.9 0.8 -0.2 -2.2 -0.2 -1.9 1.1 -1.8
Rheumatoid Arthritis 1.1 1.5 2.9 -1.0 1.7 -0.7 -0.6 -1.3 1.0 -1.7
Schizophrenia (2014) 0.5 1.1 2.5 -0.1 -0.7 -1.3 -0.6 -1.1 1.1 -1.6
Triglycerides 1.5 2.5 5.3 0.7 0.6 2.3 1.6 2.3 -1.4 1.3
Type 2 Diabetes (T2D) (2012) 0.2 0.2 0.6 0.7 0.0 -0.1 -0.7 -0.3 0.0 -0.3
Ulcerative Colitis 1.0 1.5 3.8 -0.4 0.0 1.4 0.9 2.0 0.0 1.9
Blood Eosinophil Count 2.3 18.0 33.3 0.9 -1.3 4.2 3.7 5.2 -5.8 5.7
Blood Platelet Count 1.9 21.7 41.2 2.5 1.1 4.1 3.4 6.1 -6.4 6.2
Blood Red Count 0.7 6.8 10.8 2.3 -2.5 2.0 2.3 3.3 -2.8 2.8
Blood White Count 2.3 16.8 31.9 1.9 -1.3 3.2 3.2 5.5 -5.7 5.5
Heel T-Score 0.2 1.8 4.9 -0.3 0.9 0.1 1.6 1.3 -1.6 2.2
BMI 0.2 1.0 2.7 1.2 -1.2 -1.6 0.1 -0.7 0.2 -1.1
Height 3.6 69.5 102.0 -8.4 0.9 -6.5 -9.7 -10.1 8.9 -9.9
Waist Hip Ratio (WHR) 1.2 5.5 13.8 -1.6 -1.2 2.1 -0.3 2.5 -3.7 3.2
Systolic Blood Pressure 0.3 1.4 3.9 0.8 -0.5 0.9 1.0 1.3 -1.1 2.0
Smoking Status 0.3 0.7 2.4 0.4 0.4 0.1 0.6 0.8 -1.6 1.1
Allergy or Eczema 0.2 0.6 1.1 -1.0 0.4 -0.9 0.4 -1.0 0.8 -0.6
Cardiovascular Disease 0.4 1.5 3.8 0.6 -1.4 1.6 0.5 1.9 -0.6 1.0
Hypothyroidism (self reported) 0.3 0.7 1.6 0.4 -0.3 1.3 1.2 1.1 -0.6 0.2
Respiratory disease 0.1 0.2 1.2 -1.1 0.1 0.0 -0.3 -0.4 -0.2 0.4
Type 2 Diabetes (T2D) (2018) 0.3 0.6 1.5 -0.3 0.2 0.8 -0.4 1.1 -1.2 0.9
Lung FEV1/FVC ratio 2.1 10.7 21.2 4.6 -0.1 2.0 2.2 4.2 -3.5 3.9
Lung FVC 1.2 6.3 15.2 3.0 0.9 -3.9 0.3 -3.1 1.9 -2.3
Neuroticism 0.9 2.2 6.8 -0.1 -0.8 2.6 1.0 2.3 -1.1 0.9
Chronotype (morning person) 1.2 2.7 4.8 -1.8 -1.3 2.1 -0.4 1.6 -1.5 2.2
Hair Pigment 0.1 3.0 5.5 1.4 0.8 -2.2 1.9 0.5 -2.1 2.4
Tanning 0.0 0.4 1.5 -0.1 1.1 0.3 -1.2 0.2 -0.5 0.0
Hand grip strength (left) 0.6 1.7 4.3 0.0 1.0 -1.7 -0.7 -2.1 1.5 -1.0
Number of treatments/medications taken 0.1 0.2 0.9 -0.5 0.0 0.4 0.9 0.6 -0.2 -0.3
Average weekly spirits intake 0.4 0.5 1.4 -0.4 0.4 -1.2 -1.0 -0.8 -0.2 -0.0
Sensitivity / hurt feelings 1.2 2.1 6.0 0.6 -1.0 2.5 1.9 1.9 -0.5 -0.2
Frequency of depressed mood in last 2 weeks 1.9 2.6 8.0 0.1 -1.7 2.8 0.7 2.1 -0.8 1.5
Hearing difficulty/problems: Yes 2.4 3.6 8.5 -1.3 -0.2 -2.9 -0.9 -2.7 1.7 -2.0
Relative age of first facial hair 0.7 1.4 5.9 2.4 -0.0 -0.5 0.0 -0.8 1.4 -0.9
Other serious medical condition/disability diagnosed by doctor 1.7 2.1 4.3 -1.3 -1.9 -0.1 -2.1 -1.2 0.9 -1.8
Ever used hormone-replacement therapy (HRT) 0.3 0.4 0.8 -0.9 -0.3 -0.7 0.5 -0.5 -0.6 -0.8
Ever had hysterectomy (womb removed) 1.5 1.7 4.6 1.7 -1.8 0.4 2.1 0.7 -0.5 0.8
Systolic blood pressure, automated reading 0.3 0.8 2.1 0.8 -0.0 -1.4 0.4 -1.2 0.9 -0.7
Eye problems/disorders: Diabetes related eye disease 1.3 1.4 2.5 -1.3 0.9 1.1 0.3 1.4 -1.4 1.6
Angina 3.8 5.1 9.0 -2.3 -0.7 1.8 1.5 2.9 -3.0 2.6
Medication for hormone replacement therapy 1.9 2.1 6.2 -0.2 0.4 1.0 1.0 1.9 -2.5 1.7
Vitamin and mineral supplements 0.3 0.5 1.0 -0.3 0.7 0.7 -0.3 0.6 -0.9 1.0
Supplements: Zinc 0.3 0.3 0.8 0.5 -0.2 0.6 0.7 0.3 -0.3 0.9
Medication: Co-codamol 0.4 0.4 1.1 -0.4 -1.0 -0.6 0.0 0.4 -1.1 0.6
Medication: Metformin 0.7 1.0 3.3 -1.8 0.7 0.4 -1.2 0.5 -1.1 0.7
Diabetes (father) 1.2 1.5 6.5 -2.5 1.7 0.5 -1.0 0.0 -0.0 -0.4
Diabetes (mother) 0.2 0.3 0.7 0.8 0.0 0.7 0.2 0.1 0.3 -0.8
Severe depression (siblings) 0.3 0.3 0.9 -0.4 0.9 -0.4 0.7 0.1 -0.9 0.1
Pack years adult smoking proportion 3.1 4.8 12.7 -0.7 -0.9 2.3 0.4 2.6 -3.6 2.7
Impedance of leg (right) 3.3 16.1 32.4 -0.5 0.9 5.2 2.5 5.7 -4.4 5.1
Leg fat-free mass (left) 4.0 21.3 37.3 -2.6 0.3 -4.7 -4.5 -6.1 5.3 -5.8
Trunk fat percentage 0.0 0.1 0.6 0.0 -0.1 0.2 0.0 0.6 -0.8 -0.0
Hand grip strength (right) 0.2 0.7 1.2 -1.0 0.4 -0.7 -1.0 -1.1 0.7 -0.5
Townsend deprivation index at recruitment 0.4 0.6 3.3 1.8 0.6 -0.8 0.3 -0.2 -0.0 -0.1
Current tobacco smoking 0.5 0.9 2.5 -0.8 -0.5 0.8 0.2 1.0 -1.6 1.1
Average weekly fortified wine intake 0.2 0.2 0.7 -0.7 -0.1 0.8 0.1 0.1 0.4 0.0
Maternal smoking around birth 0.6 0.8 2.1 1.4 -1.3 0.3 0.7 0.9 -0.3 0.8
Fed-up feelings 1.1 2.0 8.0 -0.2 -0.1 2.8 -0.2 2.1 -0.6 1.1
Frequency of unenthusiasm / disinterest in last 2 weeks 4.5 6.0 10.8 1.1 -2.0 3.2 2.3 3.3 -2.1 2.5
Relative age voice broke 0.3 0.5 1.1 0.9 -0.4 -1.0 -0.4 -0.8 0.7 -0.5
Taking other prescription medications 0.4 0.7 1.9 -1.4 0.6 0.8 0.1 0.9 -0.9 0.5
Age when periods started (menarche) 1.1 2.7 6.3 -0.4 0.6 -2.5 -0.8 -2.4 1.5 -1.8
Bilateral oophorectomy (both ovaries removed) 0.8 1.0 4.0 -2.0 -1.6 0.0 -0.3 -0.1 -0.2 -0.1
Heel bone mineral density (BMD) T-score, automated (left) 0.1 0.3 0.5 -0.2 0.3 -0.0 -0.6 0.6 -0.7 0.6
Tinnitus: Yes, but not now, but have in the past 0.9 1.0 3.0 0.6 -1.6 1.7 -0.4 0.9 0.4 -0.0
Qualifications: CSEs or equivalent 0.3 0.4 2.3 0.1 1.5 0.2 -0.1 0.1 0.2 -0.4
Serious illness, injury or assault to yourself 1.3 1.5 3.0 -0.2 -1.6 1.2 0.7 1.6 -1.7 0.8
High blood pressure 0.1 0.2 1.4 0.1 -1.2 0.3 -0.0 0.1 0.2 -0.4
Hayfever, allergic rhinitis or eczema 0.2 0.4 1.0 0.3 0.7 -0.3 1.0 -0.5 0.9 -0.4
Multivitamins +/- minerals 0.7 0.9 2.3 0.8 -0.2 -0.7 0.0 -0.9 1.5 -1.5
Stomach or abdominal pain in last month 0.6 0.7 4.3 2.1 -0.5 -0.4 0.6 -0.0 0.2 -0.1
Supplements: Glucosamine 4.6 6.0 13.3 0.3 0.3 -2.5 -0.5 -3.1 3.6 -3.5
Diverticular disease/diverticulitis (self-reported) 0.6 0.7 1.3 0.7 0.5 -1.1 1.1 -1.1 0.9 -0.1
Medication: Atenolol 0.4 0.5 1.9 0.2 1.4 0.4 0.5 0.7 -0.5 0.4
Medication: Levothyroxine sodium 0.4 0.6 1.9 0.0 -0.5 1.3 1.4 0.7 0.2 0.0
Sitting height 3.2 22.4 37.1 -4.0 0.4 -3.9 -5.0 -5.9 5.3 -6.1
Chronic bronchitis/emphysema (father) 0.4 0.5 1.5 -1.2 -0.7 0.5 0.2 0.8 -0.3 0.5
High blood pressure (mother) 0.9 1.3 3.0 1.7 -1.5 1.1 -0.2 0.4 1.3 -0.9
Body mass index (BMI) 0.2 0.8 3.2 1.8 -0.7 -1.0 0.2 -0.1 -0.2 -0.8
Impedance of leg (left) 3.2 15.4 30.2 -0.2 1.0 4.9 2.5 5.5 -4.5 5.1
Leg predicted mass (left) 4.0 21.2 37.1 -2.6 0.2 -4.7 -4.4 -6.1 5.3 -5.9
Trunk fat mass 0.2 0.9 2.4 -0.6 0.1 -1.0 -1.1 -1.0 0.6 -1.6
Waist circumference 0.2 0.8 1.9 -0.6 -0.4 -1.3 -0.8 -1.0 0.2 -1.4
Number of incorrect matches in round 1.1 1.8 4.6 -0.4 2.1 -1.8 -0.9 -1.3 0.6 -1.4
Past tobacco smoking 0.5 0.9 2.7 0.1 -0.6 1.6 -1.2 1.2 -0.4 0.2
Alcohol usually taken with meals 0.7 1.2 4.2 -2.0 -0.7 1.1 -0.6 1.0 -0.9 0.6
Nervous feelings 0.1 0.2 0.5 -0.5 -0.7 0.7 -0.4 0.3 -0.1 -0.2
Frequency of tenseness / restlessness in last 2 weeks 1.4 2.1 4.9 1.0 -0.6 2.2 1.4 2.1 -1.0 1.2
Hearing difficulty/problems with background noise 4.8 7.7 12.7 -2.2 -1.8 -2.7 -2.5 -3.2 3.0 -3.6
Hair/balding pattern: Pattern 2 0.5 0.6 2.6 0.4 -0.2 1.6 -0.8 0.7 -0.5 0.4
Had menopause 0.6 0.8 4.1 -1.1 -2.0 0.2 0.1 0.0 -0.0 -0.6
Had other major operations 0.3 0.3 0.9 -0.8 -0.2 0.5 0.0 0.3 0.5 -1.0
Forced vital capacity (FVC) 2.6 10.0 19.3 -0.3 2.1 -4.4 -2.3 -4.2 3.2 -3.7
Heel bone mineral density (BMD) T-score, automated (right) 0.2 0.5 1.4 -0.4 0.2 0.4 -0.2 0.9 -1.2 1.0
Ever unenthusiastic/disinterested for a whole week 3.5 4.3 7.8 1.5 -0.3 2.5 1.9 2.8 -1.6 2.7
Qualifications: None of the above 0.3 0.6 1.6 -0.8 -0.4 -1.1 -1.2 -0.5 -0.2 -0.5
Financial difficulties in last 2 years 1.6 2.2 7.2 2.7 -0.1 1.6 1.6 1.5 -0.4 0.9
Mouth/teeth dental problems 0.2 0.3 0.6 0.3 0.7 0.5 0.2 0.6 -0.7 0.5
Heart attack 2.9 3.7 6.1 -1.5 -0.1 2.0 1.9 2.5 -2.3 2.2
Allergy 0.3 0.6 2.6 0.5 -0.9 -0.4 -1.6 -0.2 0.2 -0.7
Pain all over the body in last month 0.8 0.8 2.6 1.3 1.6 0.6 0.7 0.5 -0.5 0.2
Diabetes (self-reported) 0.8 1.2 2.3 -1.1 0.4 0.7 0.4 1.4 -1.5 1.5
Hayfever/allergic rhinitis (self-reported) 0.4 0.6 1.5 -1.2 0.1 -0.7 -0.7 -1.0 0.5 -0.5
Medication: Ramipril 0.5 0.6 2.1 -1.5 -1.3 0.0 -0.4 -0.2 0.0 -0.5
Medication: Simvastatin 0.7 1.0 2.2 -1.5 -0.8 1.0 -0.8 0.9 -1.2 0.5
Fluid intelligence score 0.8 1.7 8.2 -0.4 -2.9 -0.6 -0.4 -0.9 1.4 -0.3
Illnesses of siblings 0.5 0.7 3.7 -0.0 1.9 0.3 0.6 -0.1 0.2 0.9
Neuroticism score 1.6 3.3 10.0 0.5 -0.7 3.2 0.9 2.7 -1.2 1.6
Weight 1.4 7.0 13.5 -1.3 0.1 -2.9 -2.8 -3.4 2.5 -3.7
Impedance of arm (right) 1.9 8.9 15.9 -1.7 0.6 3.9 0.9 3.8 -3.5 4.0
Arm fat percentage (right) 0.2 0.9 2.2 1.5 -0.0 0.2 0.8 1.2 -1.4 0.6
Trunk fat-free mass 4.8 27.6 48.9 -3.0 0.6 -5.1 -4.9 -6.8 6.2 -7.0
Hip circumference 0.9 4.1 10.8 -0.7 0.0 -2.0 -1.5 -2.4 2.3 -3.3
Time employed in main current job 0.4 0.5 1.8 0.1 0.6 -1.3 0.2 -0.8 0.0 -0.7
Alcohol intake versus 10 years previously 0.2 0.3 0.8 0.9 -0.8 0.5 0.0 -0.0 0.3 0.3
Father’s age at death 1.2 1.6 3.8 0.6 1.8 -1.1 0.1 -1.2 1.1 -1.9
Worrier / anxious feelings 0.2 0.5 1.2 0.7 -1.1 0.8 0.2 0.1 0.8 -0.4
Frequency of tiredness / lethargy in last 2 weeks 0.6 1.0 3.6 1.0 -0.1 0.9 1.9 1.1 -0.7 0.5
Falls in the last year 0.9 1.2 2.3 0.5 0.1 -1.3 0.7 -1.3 1.5 -1.3
Hair/balding pattern: Pattern 3 0.6 0.8 3.2 -0.2 1.8 -0.8 0.9 -0.0 -1.0 0.3
Number of live births 0.5 0.7 1.6 -0.9 1.1 -0.8 0.1 -0.5 0.5 -1.3
Forced expiratory volume in 1-second (FEV1) 1.7 5.6 12.9 1.3 1.8 -3.6 -1.6 -2.9 2.2 -2.3
Pulse rate 0.5 0.9 5.3 2.3 -0.3 -0.4 0.3 0.2 -0.3 -0.4
Happiness 0.2 0.2 0.5 -0.3 -0.6 0.5 0.1 -0.1 0.7 -0.6
Noisy workplace 0.6 0.8 3.7 0.7 1.9 0.8 0.0 0.6 -0.3 -0.4
Qualifications: A levels/AS levels or equivalent 0.2 0.3 1.1 0.1 -1.1 -1.0 -0.2 -0.4 -0.0 -0.2
Serious illness, injury or assault of a close relative in last 2 years 0.8 0.9 2.2 -1.0 -1.5 -0.4 -0.7 -0.9 0.9 -0.8
Mouth/teeth dental problems: Dentures 1.0 1.6 4.2 -0.3 -0.1 0.8 1.0 1.6 -2.0 1.6
Asthma 0.2 0.3 1.3 -0.2 -0.1 -0.1 0.7 -0.0 -0.7 1.1
Medication: Ibuprofen (e.g. Nurofen) 0.8 1.0 2.8 1.5 -0.8 0.4 1.7 0.6 0.5 -0.5
Medication: Cholesterol lowering 0.6 0.9 2.8 -1.7 -1.1 0.2 -0.3 0.8 -1.0 0.8
Depression (self-reported) 1.0 1.2 2.6 -0.8 0.5 1.6 1.6 1.3 -0.8 0.8
Medication: Lansoprazole 0.5 0.6 1.5 0.3 1.2 -0.3 0.7 0.2 -1.0 1.0
Prospective memory result 1.2 1.4 3.2 0.9 1.0 0.6 1.6 1.2 -1.8 0.8
Lung cancer (father) 0.9 1.1 5.2 0.7 2.3 -1.0 0.7 -0.5 0.5 -0.2
Illnesses of mother 0.1 0.2 0.5 -0.3 0.5 -0.1 -0.7 -0.6 -0.1 -0.0
Forced expiratory volume in 1-second (FEV1), Best measure 1.5 4.8 11.2 1.6 2.0 -3.3 -1.5 -2.5 1.6 -2.2
Pulse wave Arterial Stiffness index 1.3 1.5 3.7 0.2 1.9 0.9 0.3 1.1 -1.6 1.3
Impedance of arm (left) 1.4 6.7 12.7 -1.9 1.0 3.3 0.5 3.1 -3.0 3.6
Arm fat mass (right) 0.2 0.9 2.3 0.7 -0.3 -1.4 -0.7 -0.9 0.4 -1.5
Trunk predicted mass 4.8 27.6 49.1 -3.0 0.7 -5.2 -4.9 -6.7 6.2 -7.0
Standing height 3.7 36.4 54.0 -6.7 1.8 -4.7 -6.9 -7.3 6.2 -6.7
Length of working week for main job 2.1 2.4 9.6 2.1 -0.8 -0.2 3.1 0.7 -0.8 1.0
Exposure to tobacco smoke at home 0.6 0.7 2.0 -1.2 -0.8 1.4 0.0 0.8 -0.5 -0.2
Breastfed as a baby 0.2 0.3 1.3 0.2 1.1 -0.3 0.2 -0.3 -0.4 -0.5
Tense / ‘highly strung’ 1.5 2.5 5.2 0.5 -0.5 1.7 0.6 2.3 -2.0 2.0
Seen doctor (GP) for nerves, anxiety, tension or depression 4.6 7.1 13.4 0.7 -0.1 3.5 2.3 3.7 -2.9 3.1
Hair/balding pattern: Pattern 4 0.4 0.9 2.9 -1.6 -1.7 -0.6 0.1 -0.0 -0.4 0.7
Birth weight of first child 1.3 2.3 4.2 -0.2 -1.4 -1.2 -0.7 -2.0 2.0 -2.0
Peak expiratory flow (PEF) 0.7 1.7 5.2 2.0 0.8 -2.3 -0.5 -1.1 0.6 -0.6
Pulse wave reflection index 2.6 3.3 5.6 0.7 1.8 1.9 1.1 2.4 -2.2 2.0
Ever highly irritable/argumentative for 2 days 2.1 2.6 6.1 1.4 2.5 1.5 -0.1 1.6 -1.7 1.5
Loud music exposure frequency 4.1 4.5 8.4 0.4 -0.9 1.2 2.6 2.3 -2.9 2.9
Qualifications: O levels/GCSEs or equivalent 0.2 0.3 1.2 -1.1 -0.2 -0.3 0.3 0.0 -0.4 0.6
Mouth/teeth dental problems: Bleeding gums 1.4 1.8 4.6 0.8 -1.1 -1.1 -0.0 -1.7 2.1 -1.6
Blood clot in the leg (DVT) 1.1 1.4 5.5 -0.5 1.1 1.0 2.4 1.3 -0.4 0.4
Medication: Paracetamol 0.5 0.8 3.3 1.8 -0.2 -0.6 1.0 -0.5 0.5 -0.8
Headache pain in last month 0.5 0.8 1.9 0.3 1.2 -0.8 0.8 -1.0 1.4 -0.5
Medication for cholesterol, blood pressure or diabetes 0.7 1.1 2.0 0.4 1.3 -1.2 -0.2 -1.4 1.2 -1.1
Glaucoma (self-reported) 1.3 1.5 6.7 2.6 0.9 -0.9 1.4 -0.3 -0.1 -0.4
Gout (self-reported) 0.2 0.2 0.8 -0.5 0.2 0.5 -0.1 0.9 -0.2 0.1
Hypothyroidism/myxoedema (self-reported) 1.0 1.9 4.4 0.9 -0.2 2.1 1.5 2.0 -1.1 0.8
Medication: Amlodipine 0.5 0.6 1.7 -1.3 0.8 0.7 0.6 0.6 -0.8 0.5
Medication: Ventolin 100micrograms inhaler 0.7 0.9 3.4 -0.3 0.1 -1.8 -0.8 -1.3 0.2 -0.4
Birth weight 1.2 2.5 5.2 -1.1 0.2 -0.8 -1.5 -1.9 2.1 -2.3
Chronic bronchitis/emphysema (mother) 0.6 0.7 2.1 -1.5 -0.4 -0.5 -1.2 -0.7 0.5 -0.4
High blood pressure (siblings) 0.4 0.6 2.8 0.7 -1.7 -0.6 0.2 0.3 -0.5 -0.1
Forced vital capacity (FVC), Best measure 3.0 11.1 19.8 -0.1 2.0 -4.4 -2.8 -4.4 3.1 -4.1
Body fat percentage 0.2 0.7 1.9 0.8 0.1 0.4 0.7 1.3 -1.4 0.6
Leg fat percentage (right) 0.7 2.7 6.1 1.7 0.1 1.3 1.6 2.5 -1.9 1.4
Arm fat-free mass (right) 4.0 20.7 37.3 -2.2 0.5 -4.6 -4.0 -6.0 5.5 -6.1
Exposure to tobacco smoke outside home 0.3 0.5 1.7 -0.6 -1.3 0.8 0.3 0.2 0.2 -0.6
Comparative body size at age 10 0.1 0.2 0.4 -0.4 0.2 0.6 -0.5 0.5 -0.5 0.1
Number of full brothers 1.2 1.6 2.4 -1.3 1.3 -1.2 -1.2 -1.6 1.0 -1.1
Worry too long after embarrassment 1.4 2.4 10.8 1.1 -0.5 3.3 0.0 2.0 0.0 0.9
Seen a psychiatrist for nerves, anxiety, tension or depression 1.5 1.9 7.2 0.3 1.1 2.7 0.8 1.9 -0.0 0.4
Wheeze or whistling in the chest in last year 0.2 0.3 1.1 0.4 -0.5 -0.1 -1.0 -0.7 -0.0 -0.5
Number of children fathered 0.7 0.8 4.0 1.1 0.1 -2.0 0.4 -0.5 -0.2 0.3
Reason for reducing amount of alcohol drunk: Health precaution 0.3 0.3 0.8 -0.4 0.3 0.8 -0.7 0.2 0.9 0.1
Age at first live birth 0.4 0.7 2.0 -1.1 0.3 -0.4 -1.4 -0.8 0.9 -0.3
Pulse wave peak to peak time 2.0 2.4 4.2 -0.8 -1.9 -1.3 -0.7 -1.6 2.1 -1.8
Health satisfaction 0.1 0.1 0.3 -0.4 0.5 0.1 -0.5 0.1 0.1 -0.5
Shortness of breath walking on level ground 1.2 1.5 3.7 0.4 1.9 1.2 0.6 1.3 -1.2 1.2
Qualifications: College or University degree 0.6 2.0 4.1 -1.6 -1.2 -0.6 -0.8 -1.5 1.6 -2.0
Eye problems/disorders: None of the above 0.4 0.4 1.0 -0.9 0.3 0.5 -0.6 -0.4 1.0 -0.4
Mouth/teeth dental problems: Loose teeth 0.2 0.3 0.6 -0.4 0.4 -0.2 -0.7 -0.5 0.6 -0.6
Emphysema/chronic bronchitis 0.7 0.8 2.9 -0.2 1.2 1.7 -0.3 0.4 -0.2 0.8
Medication for pain relief, constipation, heartburn 0.8 1.4 4.8 -1.8 0.1 -0.3 -2.2 -1.3 0.4 0.1
Neck or shoulder pain in last month 1.2 1.7 3.5 1.0 -0.1 -1.0 -0.5 -1.8 1.9 -1.8
Medication: Blood pressure 0.2 0.3 1.2 -0.3 -0.9 1.1 0.1 0.5 0.1 0.3
Angina (self-reported) 3.0 4.0 6.2 -2.4 -0.8 1.4 1.2 2.5 -2.5 2.3
Migraine (self-reported) 5.9 7.3 15.6 0.8 -1.1 -2.3 -2.0 -3.6 3.3 -4.0
Medication: Ibuprofen 1.1 1.3 3.3 1.5 -1.2 0.9 1.8 1.1 -0.1 0.4
Medication: Allopurinol 0.9 1.2 3.7 -1.1 0.2 1.9 -0.2 1.6 -0.7 0.4
Medication: Omeprazole 0.5 0.6 1.2 -0.1 -1.1 -1.1 -0.9 -0.7 0.1 -0.6
Medication: Seretide 50 evohaler 1.7 2.0 3.2 -1.1 1.2 1.8 0.8 1.7 -1.4 1.5
Mean time to correctly identify matches 0.1 0.3 0.8 -0.3 -0.1 -0.0 -0.6 0.1 0.7 -0.9
Heart disease (mother) 1.3 1.6 2.8 -1.3 -0.5 1.6 0.8 1.7 -1.0 1.4
Reproduciblity of spirometry measurement using ERS/ATS criteria 1.2 1.4 2.8 1.4 -0.4 1.6 0.5 1.7 -0.9 1.1
Whole body fat mass 0.2 0.6 2.0 0.1 0.2 -1.1 -0.8 -0.7 0.4 -1.4
Leg fat mass (right) 0.1 0.3 1.0 0.5 0.2 -0.9 -0.3 -0.3 0.1 -1.0
Arm predicted mass (right) 3.9 19.8 36.2 -2.4 0.3 -4.5 -3.7 -5.8 5.3 -6.0
Pulse rate, automated reading 0.6 2.0 4.3 2.1 -2.1 0.6 0.9 1.2 -1.2 1.0
Alcohol intake frequency. 0.3 0.6 3.0 0.5 -1.7 -0.0 -0.6 0.6 -0.4 -0.2
Comparative height size at age 10 3.1 17.2 24.9 -5.0 1.4 -3.0 -4.9 -4.8 4.2 -4.3
Number of full sisters 0.4 0.5 1.4 1.2 -0.3 -0.6 -1.0 -0.2 0.2 -0.7
Suffer from ‘nerves’ 0.3 0.4 2.4 -0.0 -1.6 0.1 -0.0 0.1 0.0 -0.6
Overall health rating 0.3 0.6 1.1 1.0 -0.4 -1.0 -0.3 -1.0 0.4 -0.9
Chest pain or discomfort 0.7 0.9 3.2 1.7 -1.8 0.4 -0.2 0.5 -0.2 -0.3
Had major operations 0.1 0.2 0.6 -0.2 0.4 0.1 -0.3 0.2 -0.5 0.8
Age at last live birth 1.1 1.6 2.9 -0.8 1.5 -1.7 -0.9 -1.7 1.2 -0.7
Family relationship satisfaction 0.2 0.2 0.6 0.7 -0.3 -0.3 0.8 0.2 0.1 0.2
Leg pain on walking 0.3 0.3 1.6 -0.0 -1.2 0.4 0.7 0.1 -0.0 -0.2
Qualifications: NVQ or HND or HNC or equivalent 6.0 7.2 13.3 0.7 -0.5 2.5 2.6 3.4 -3.5 3.6
Commuting to job workplace: Car/motor vehicle 0.3 0.3 1.0 -0.9 1.0 0.2 -0.5 -0.0 0.1 0.1
Illness, injury, bereavement, stress in last 2 years 1.1 1.3 6.2 -1.4 2.5 0.0 -0.7 -0.6 0.1 0.0
Medication: Aspirin 1.1 1.4 3.5 -1.4 -0.6 0.8 0.3 1.5 -1.9 0.9
Supplements: Vitamin C 0.3 0.3 1.7 -1.3 -0.3 -0.7 0.1 -0.4 -0.1 0.1
Knee pain experienced in last month 0.9 1.5 4.4 -0.1 0.7 -2.1 1.0 -1.4 1.3 -0.8
Hypertension (Self-reported) 0.2 0.4 2.1 0.1 -1.5 0.8 0.0 0.5 -0.1 -0.1
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 0.6 0.7 1.7 1.1 -0.0 -0.3 1.3 0.2 -1.2 0.8
Illnesses of father: Heart disease 2.0 2.8 6.4 -0.4 -1.1 2.2 0.6 2.5 -1.5 2.1
Illnesses of siblings: Diabetes 0.0 0.1 0.1 0.3 -0.4 0.1 0.2 0.0 -0.2 0.3
Smoking status: Previous 0.9 1.3 3.3 0.3 1.6 -1.8 1.0 -1.2 0.7 -0.3
Forced expiratory volume in 1-second (FEV1), predicted 1.1 2.2 4.3 -1.4 0.1 -1.1 -2.1 -1.5 1.6 -1.8
Whole body fat-free mass 4.5 25.9 45.4 -2.7 0.5 -5.1 -4.6 -6.7 6.1 -6.7
Leg fat-free mass (right) 4.4 23.4 41.9 -2.4 -0.0 -5.0 -4.8 -6.5 5.5 -6.2
Arm fat percentage (left) 0.2 0.7 1.7 1.3 0.2 0.1 0.6 1.0 -1.3 0.5
Average weekly red wine intake 0.3 0.5 1.1 -1.0 -0.6 -0.0 0.4 0.1 -0.8 1.0
Handedness (chirality/laterality): Left-handed 0.6 0.7 2.0 1.3 1.4 0.6 0.0 0.3 1.0 0.2
Mood swings 0.9 1.6 2.6 -1.6 1.1 1.4 -0.9 1.1 -1.1 1.3
Loneliness, isolation 1.3 1.8 3.0 -0.9 -0.5 1.5 1.3 1.7 -1.5 1.5
Long-standing illness, disability or infirmity 0.6 0.8 3.0 -0.6 -1.7 1.3 -0.2 0.6 -0.4 -0.5
Ever had bowel cancer screening 4.7 5.4 10.5 0.4 -0.1 -2.3 -1.7 -3.1 3.2 -3.2
Diabetes diagnosed by doctor 0.8 1.3 2.2 -1.1 1.0 0.9 0.2 1.3 -1.5 1.5
Ever had stillbirth, spontaneous miscarriage or termination 0.8 0.9 1.5 -0.1 1.1 -1.2 0.9 -1.0 0.9 -0.8
Friendships satisfaction 0.5 0.6 2.0 -0.8 -0.4 0.3 -0.3 -0.4 1.2 -1.4
Qualifications: nursing, teaching 0.7 1.2 3.5 -1.2 -1.9 1.5 -0.3 0.9 -0.1 0.3
Commuting to job workplace: Walk 0.1 0.1 0.2 -0.1 0.5 -0.0 0.2 0.2 -0.2 0.2
Eye problems/disorders: Cataract 0.9 1.0 3.9 1.3 0.7 -2.0 0.1 -0.8 0.1 -0.6
Mouth/teeth dental problems: Mouth ulcers 0.1 0.1 0.5 0.0 -0.7 0.2 0.4 -0.0 0.4 0.2
Medication for cholesterol 0.2 0.3 1.0 1.0 -0.3 -0.1 0.5 0.1 -0.3 0.9
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.5 0.6 3.7 -0.6 0.1 0.1 1.9 0.4 -0.3 0.4
Back pain experienced in last month 0.7 1.0 2.6 1.6 0.9 -1.0 0.2 -0.8 1.2 -0.8
Mineral and other dietary supplements 1.4 1.8 4.8 0.1 0.1 1.5 0.2 1.7 -2.2 1.7
Breast cancer (self-reported) 1.1 1.3 3.1 -0.0 0.1 -1.5 0.7 -1.8 1.2 -1.3
Asthma (self-reported) 0.2 0.3 1.2 -0.3 -0.3 -0.3 0.7 -0.2 -0.6 1.1
Osteoporosis (self-reported) 1.5 1.8 4.1 -0.3 -0.4 1.7 -0.1 2.0 -1.7 1.6
Osteoarthritis (self-reported) 0.6 0.8 2.4 -0.2 -0.4 -1.5 -0.1 -1.3 0.3 -1.1
Medication: Aspirin 1.4 1.8 4.3 -0.7 -0.8 1.3 0.6 2.0 -2.1 1.3
Medication: Gliclazide 1.1 1.3 3.8 -0.1 0.0 -1.9 0.4 -1.6 1.3 -0.8
Illnesses of father: None of the above (group 1) 0.7 0.9 2.3 0.9 0.8 -1.2 -0.3 -1.5 0.2 -0.9
Smoking status: Current 0.5 0.7 2.4 -0.5 -0.5 0.8 0.3 0.9 -1.5 0.9
Forced expiratory volume in 1-second (FEV1), predicted percentage 1.5 3.1 14.7 3.8 1.6 -0.9 1.2 0.7 -0.6 1.2
Whole body water mass 4.6 26.3 46.4 -2.8 0.5 -5.1 -4.7 -6.7 6.1 -6.8
Leg predicted mass (right) 4.3 23.0 41.7 -2.4 -0.0 -5.0 -4.6 -6.5 5.5 -6.1
Arm fat mass (left) 0.2 0.9 2.6 0.6 0.0 -1.4 -0.6 -0.9 0.5 -1.6
Number of self-reported non-cancer illnesses 0.4 0.6 1.2 -0.9 -1.0 -0.6 -0.8 -0.5 0.2 -1.1
Average weekly champagne plus white wine intake 1.6 2.2 4.8 -2.2 1.3 0.4 -0.4 1.2 -1.6 2.2
Miserableness 0.3 0.6 2.1 0.4 -0.5 1.5 -0.5 0.4 1.0 -0.4
Guilty feelings 1.0 1.5 2.8 0.1 1.3 1.6 1.3 1.7 -0.8 0.8
Wears glasses or contact lenses 0.3 0.3 1.4 -1.2 -0.2 0.6 -0.3 -0.0 0.1 -0.5
Ever taken oral contraceptive pill 0.2 0.2 0.8 0.1 -0.9 0.4 -0.4 0.2 0.2 -0.3
Hearing aid user 1.1 1.3 6.7 -2.6 0.4 0.6 -1.0 0.1 -0.6 -0.1
Mother’s age at death 1.6 2.0 4.2 0.6 1.5 -2.0 1.1 -1.6 1.3 -1.4
Financial situation satisfaction 1.8 2.3 6.8 2.6 -0.3 0.8 2.2 1.4 -0.5 1.1
Tinnitus: Yes, now most or all of the time 0.5 0.6 2.4 -0.7 -1.5 0.4 0.3 -0.1 0.1 0.9
Commuting to job workplace: Public transport 1.4 1.6 3.2 -0.2 -0.9 -1.4 -0.5 -1.8 1.4 -1.8
Eye problems/disorders: Glaucoma 0.8 0.9 4.0 1.0 0.7 0.1 2.0 0.6 -0.6 0.2
Medication: Blood pressure 0.8 1.4 3.1 -1.8 0.3 0.0 -1.3 -1.0 1.2 -1.6
Pain type(s) experienced in last month: Hip pain 1.4 1.8 3.2 -1.0 -0.2 -1.5 -1.8 -1.7 1.1 -1.4
Supplements: Fish oil (including cod liver oil) 1.0 1.3 3.7 0.8 0.2 -1.9 0.8 -1.2 1.0 -1.1
High cholesterol (Self-reported) 0.2 0.4 2.2 -0.6 -1.5 -0.3 0.5 0.3 0.1 -0.1
Medication: Bendroflumethiazide 0.8 1.3 2.2 -1.0 -1.0 0.8 -1.1 -0.9 1.5 -1.4
Medication: Paracetamol 0.4 0.6 3.5 1.9 0.2 -0.3 0.5 -0.3 0.2 -0.3
Medication: Lisinopril 0.8 1.1 4.2 -0.7 -2.1 0.9 0.0 -0.2 1.1 -1.0
Medication: Atorvastatin 0.5 0.6 2.5 -0.6 -0.4 -1.6 0.8 -0.6 -0.4 -0.2
Illnesses of father: High blood pressure 0.4 0.5 1.7 1.3 -0.4 -0.5 0.3 0.5 -0.6 0.9
Alcohol drinker status: Never 0.4 0.5 1.2 -0.3 0.9 0.1 -1.1 0.7 -0.9 0.1
Ever smoked 0.2 0.4 1.3 -1.1 0.2 -0.7 0.0 -0.9 0.1 -0.1
Basal metabolic rate 3.8 21.1 38.1 -2.4 0.3 -4.7 -4.3 -5.9 5.3 -6.2
Leg fat percentage (left) 0.6 2.3 4.6 2.1 0.3 0.9 1.5 2.1 -1.7 1.1
Arm fat-free mass (left) 3.6 18.1 36.0 -1.8 -0.1 -4.4 -3.4 -5.4 5.2 -6.0
Number of operations (self-reported) 1.5 2.2 4.7 -2.2 0.4 -0.8 -0.5 -1.7 1.7 -1.9
Average weekly beer plus cider intake 1.0 1.4 3.0 0.5 -0.4 1.7 1.2 1.5 -1.1 1.2
Irritability 0.9 1.5 6.7 -0.3 0.6 2.6 -1.4 1.2 0.3 -0.0
Risk taking 0.3 0.4 1.4 0.5 0.1 1.2 0.8 0.5 0.4 0.5
Ever had prostate specific antigen (PSA) test 1.7 2.0 6.5 0.7 0.7 -2.5 0.2 -2.0 1.3 -0.7
Fractured/broken bones in last 5 years 0.4 0.5 1.7 -0.7 0.4 -1.3 0.1 -0.8 -0.5 -0.4
Age started oral contraceptive pill 0.5 0.7 1.6 -1.1 -1.3 -0.8 -0.4 -0.7 0.6 -0.6
Diastolic blood pressure, automated reading 0.2 0.7 2.9 1.7 0.3 1.0 0.4 0.8 -0.1 0.6
Ever depressed for a whole week 1.6 2.0 4.4 0.2 -0.7 2.1 1.9 1.7 -0.6 1.4
Unable to work because of sickness or disability 1.4 1.8 5.8 0.7 -1.3 0.2 0.1 1.7 -2.4 1.2
Commuting to job workplace: Cycle 0.3 0.3 1.7 -0.4 -1.3 0.0 -0.4 0.1 -0.4 0.0
Myopia 2.9 4.2 8.0 -0.4 0.8 -1.8 -2.0 -2.7 2.8 -2.5
Vascular/heart problems diagnosed by doctor 0.1 0.4 1.3 0.6 1.1 -0.7 0.1 -0.5 0.4 -0.0
Cholesterol lowering medication 0.2 0.2 0.8 -0.2 -0.9 0.3 0.7 0.3 -0.4 -0.0
Medication: Omeprazole (e.g. Zanprol) 0.7 0.8 1.8 0.2 -1.3 -1.3 -0.9 -0.9 0.2 -0.8
Pain experienced in last month 1.3 2.1 6.4 -0.1 -0.6 1.1 0.1 1.9 -2.5 1.8
Supplements: Calcium 1.3 1.4 5.9 -0.4 -1.0 2.4 -0.9 1.3 -0.4 0.4
Basal cell carcinoma (self-reported) 1.5 1.8 8.8 0.1 0.2 -3.0 -0.1 -1.9 0.2 -0.3
Heart attack/myocardial infarction (self-reported) 3.0 3.9 6.1 -1.9 0.0 2.1 1.7 2.5 -2.2 2.2
Deep venous thrombosis (DVT) (self-reported) 0.8 1.1 5.0 -0.2 0.9 0.6 2.2 1.0 -0.3 0.4
Heart disease (siblings) 0.8 1.0 4.6 -0.7 -2.1 0.3 -1.0 0.7 -0.7 0.2
Alcohol drinker status: Previous 2.1 2.4 4.5 -0.4 -1.8 0.9 1.2 1.8 -2.1 1.9
Pack years of smoking 2.2 3.2 10.0 -0.6 -0.6 1.7 0.2 2.1 -3.2 2.1
Impedance of whole body 2.4 12.2 22.1 -1.3 0.9 4.5 1.6 4.6 -4.1 4.7
Leg fat mass (left) 0.1 0.4 1.1 0.7 0.4 -0.9 -0.2 -0.3 0.1 -1.0
Arm predicted mass (left) 3.5 18.0 35.2 -1.8 0.1 -4.4 -3.5 -5.4 5.1 -5.9