Hub : Genes

ACYP1

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 Heart Left Ventricle 0.0651 0.0348 7.2e-03 0.085 NA 0.085 NA 0.079 2.9e-05 NA 2.9e-05 NA 5.5e-05
2 GTEx Pancreas 0.2020 0.0750 8.0e-03 -0.006 NA -0.002 NA 0.002 6.8e-01 NA 4.2e-01 NA 2.7e-01
3 GTEx Spleen 0.2700 0.1270 9.4e-03 -0.005 NA -0.003 NA 0.013 4.5e-01 NA 3.9e-01 NA 1.5e-01
4 GTEx Whole Blood 0.1860 0.0530 3.9e-04 -0.003 NA 0.048 NA 0.016 8.0e-01 NA 3.1e-05 NA 1.1e-02
5 METSIM Adipose 0.0292 0.0124 2.4e-04 0.017 0.020 0.002 0.019 -0.001 1.0e-03 0.0004 1.4e-01 0.00057 4.7e-01
6 TCGA Brain Lower Grade Glioma 0.0981 0.0630 8.2e-05 0.034 0.024 0.025 NA 0.027 8.3e-05 0.0008 6.5e-04 NA 3.8e-04
7 TCGA Lung Adenocarcinoma 0.0207 0.0178 4.0e-03 0.014 0.008 0.002 NA -0.002 7.3e-03 0.0320 1.6e-01 NA 6.1e-01

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6 7
Bipolar Disorder (2018) 0.6 1.0 2.8 0.9 -0.8 -0.1 1.7 -0.9 1.1 0.9
Bipolar Disorder or Schizophrenia 0.9 2.3 5.0 2.2 -0.2 -0.4 1.9 -0.9 1.7 1.9
Depressed Affect (Nagel 2018) 3.1 6.5 16.7 -2.1 0.3 2.9 -0.1 4.1 -2.9 -2.6
Depression (Nagel 2018) 0.4 0.6 3.0 0.2 0.1 0.9 1.7 0.6 -0.5 -0.2
Intelligence (Savage-Jansen 2018) 0.6 1.8 3.7 1.3 -0.5 -1.1 0.3 -1.7 1.9 1.7
Neuroticism (Nagel 2018) 4.5 10.6 29.1 -3.0 -0.0 3.9 0.2 5.4 -3.2 -3.3
Schizophrenia (2018) 0.5 1.1 2.9 1.5 0.4 -0.4 0.8 -0.4 1.3 1.7
Schizophrenia vs Biploar Disorder 0.2 0.3 0.7 0.7 0.6 -0.8 0.3 0.4 -0.1 -0.1
Worry (Nagel 2018) 5.5 11.5 32.0 -3.2 -0.8 4.3 0.4 5.7 -3.0 -3.2
Alzheimer’s Disease (in mother) 0.2 0.2 0.7 0.4 0.1 -0.8 -0.0 -0.7 0.1 0.4
Alzheimer’s Disease (in father) 0.4 0.5 2.4 0.1 1.6 0.7 -0.5 0.2 -0.2 -0.2
Alzheimer’s Disease (including proxy) 0.5 0.7 1.5 1.0 1.2 -1.2 -0.3 -0.8 0.1 0.5
Crohns Disease (2017) 0.6 1.4 3.3 -0.3 -1.1 0.8 -1.8 1.8 -0.6 -0.9
Irritable Bowel Disease (IBD) 0.3 0.7 1.9 0.4 0.9 0.2 -1.4 0.3 1.0 1.1
Ulcerative Colitis (UC) 1.5 2.9 8.5 0.9 2.9 -0.5 -0.3 -0.9 2.0 2.3
Major Depression (MDD) 0.7 0.8 2.8 -0.5 -0.3 1.4 -0.4 1.7 -0.4 -0.3
Reaction Time 1.5 2.8 7.6 1.3 -0.1 0.5 -0.1 -2.1 2.8 2.4
Verbal and Numeric Reasoning (VNR) 0.7 1.7 3.5 0.4 -0.5 -1.7 -0.3 -1.8 1.9 1.3
Breast Cancer 0.6 1.4 3.9 -1.3 2.0 0.4 0.1 1.0 -1.1 -1.4
Ovarian Cancer 1.3 1.7 2.8 -0.5 -1.5 0.8 -1.6 1.7 -1.5 -1.2
Prostate Cancer 2.3 3.2 6.6 -1.6 0.0 1.9 -2.2 2.6 -1.6 -1.6
Age at First Birth 1.9 2.8 8.0 -1.6 -0.5 0.4 1.4 0.9 -2.5 -2.8
Bipolar Disorder (2011) 1.1 1.0 2.7 1.1 -0.4 -0.1 1.6 -0.9 0.9 1.2
Body Mass Index (BMI) (2010) 0.3 0.4 0.9 -0.7 -0.7 0.3 0.7 0.9 -0.4 -0.4
Coronary Artery Disease (CAD) 5.8 6.9 16.1 -2.2 2.2 1.9 -1.0 4.0 -2.8 -3.2
Crohns Disease (2012) 0.8 1.3 2.6 -1.6 -1.3 0.3 -0.7 1.4 -0.9 -1.2
Mean Putamen Volume 0.5 0.6 2.2 1.5 1.1 -0.3 0.5 -0.3 -0.0 0.5
Fasting Glucose 0.2 0.2 0.6 0.5 0.1 -0.2 -0.8 -0.4 0.3 0.5
HbA1C 0.4 0.4 1.0 0.4 -0.7 0.0 1.0 -0.4 0.8 0.5
HDL Cholesterol 0.3 0.5 0.8 -0.4 -0.8 -0.7 0.9 -0.9 0.3 0.1
LDL Cholesterol 0.6 1.0 2.2 0.1 1.3 -1.1 0.3 -1.5 1.1 0.6
Lupus 1.0 1.4 3.3 -0.5 -0.7 0.3 0.4 1.7 -1.8 -1.8
Neuroticism (2016) 1.0 1.5 5.8 -1.4 -0.4 0.9 -0.8 2.4 -0.7 -0.9
Primary Biliary Cirrhosis 0.9 1.2 3.8 -1.9 -0.1 0.1 -0.1 1.1 -1.1 -1.5
Rheumatoid Arthritis 3.9 5.4 10.4 3.2 -0.1 -2.2 -0.1 -2.3 2.9 3.0
Schizophrenia (2014) 0.1 0.2 0.7 0.2 -0.2 0.2 0.3 0.8 0.4 0.5
Triglycerides 1.4 2.3 5.2 -0.5 2.1 1.5 0.3 2.3 -1.4 -1.5
Type 2 Diabetes (T2D) (2012) 1.2 1.3 3.2 1.5 0.4 -0.2 0.3 -1.0 1.8 1.6
Ulcerative Colitis 0.5 0.7 4.3 0.0 2.1 0.4 0.7 -0.1 0.1 0.4
Blood Eosinophil Count 1.4 10.5 62.1 0.9 0.9 0.2 7.9 -2.9 0.8 1.0
Blood Platelet Count 1.2 13.9 36.0 3.4 -0.3 -3.8 0.8 -6.0 4.1 4.2
Blood Red Count 0.3 3.2 5.7 1.6 0.9 -1.6 1.8 -1.6 2.2 2.4
Blood White Count 0.3 2.5 7.2 1.3 -0.0 -1.1 1.6 -2.7 1.5 1.7
Heel T-Score 4.9 39.3 72.9 -7.4 0.1 5.8 0.1 7.0 -8.1 -8.5
BMI 0.2 1.0 3.1 0.5 1.1 0.1 0.9 -0.5 1.2 1.7
Height 1.6 31.1 88.4 5.3 0.7 -9.4 1.5 -6.1 6.0 5.0
Waist Hip Ratio (WHR) 0.3 1.4 3.1 0.3 0.5 1.5 -1.8 0.2 1.4 1.3
Systolic Blood Pressure 5.7 28.3 45.9 -5.7 1.3 6.8 -3.2 6.4 -5.9 -5.7
Smoking Status 0.4 0.9 3.2 -1.2 -0.2 0.2 -1.8 0.8 0.7 0.4
Allergy or Eczema 0.5 1.4 2.7 0.8 -1.5 -0.2 1.6 -1.0 1.2 1.3
Cardiovascular Disease 1.2 3.9 6.6 -2.6 0.3 1.9 -1.0 2.5 -2.3 -2.1
Hypothyroidism (self reported) 3.9 9.0 15.9 -2.9 1.2 3.2 0.1 4.0 -3.6 -3.7
Respiratory disease 0.2 0.5 1.6 0.2 0.7 1.3 0.6 0.7 0.5 0.4
Type 2 Diabetes (T2D) (2018) 0.3 0.6 1.8 -1.1 1.1 0.3 -1.3 0.2 -0.0 -0.2
Lung FEV1/FVC ratio 0.6 2.9 11.9 0.8 -2.0 -1.2 1.4 -3.5 0.3 0.1
Lung FVC 0.7 3.8 9.0 3.0 -0.6 0.3 1.9 -0.6 2.2 2.8
Neuroticism 4.3 10.5 29.1 -3.4 0.7 4.3 0.2 5.4 -2.5 -2.7
Chronotype (morning person) 0.3 0.8 1.7 0.4 -1.2 -1.3 1.2 -0.3 -0.6 -0.7
Hair Pigment 0.1 1.7 3.8 -0.8 0.8 1.0 -1.9 1.5 -1.4 -1.3
Tanning 0.3 3.1 7.7 2.8 -1.8 -1.7 -0.3 -2.4 0.7 1.3
Hand grip strength (left) 2.1 5.4 11.3 -2.3 2.5 2.6 0.9 3.4 -1.8 -2.1
Number of treatments/medications taken 3.6 6.4 17.6 -2.1 0.6 3.2 -1.0 4.2 -2.3 -2.4
Average weekly spirits intake 4.0 5.0 9.2 2.2 -1.1 -2.2 -0.6 -2.6 2.8 3.0
Sensitivity / hurt feelings 1.1 1.8 5.2 -1.6 0.1 1.3 -0.2 2.3 -1.3 -1.2
Frequency of depressed mood in last 2 weeks 0.6 0.9 1.8 -1.1 0.5 1.1 0.8 1.3 -0.7 -0.8
Hearing difficulty/problems: Yes 3.5 5.4 11.0 2.8 1.0 -1.6 0.2 -2.2 3.1 3.3
Relative age of first facial hair 0.7 1.5 4.9 1.1 0.1 -2.2 -0.2 -1.5 1.1 0.8
Other serious medical condition/disability diagnosed by doctor 0.3 0.4 1.0 0.9 0.5 0.7 0.4 1.0 -0.0 0.0
Ever used hormone-replacement therapy (HRT) 0.3 0.4 1.0 0.6 -0.3 -0.4 -1.0 1.0 -0.1 -0.2
Ever had hysterectomy (womb removed) 0.6 0.7 2.5 0.9 -1.6 -1.1 -0.2 -0.3 0.4 0.3
Systolic blood pressure, automated reading 3.6 10.5 16.5 -3.8 1.3 4.1 -2.5 3.9 -3.1 -3.2
Eye problems/disorders: Diabetes related eye disease 0.6 0.7 3.3 -0.7 -1.8 -0.1 0.0 0.7 -0.2 -0.6
Angina 2.8 3.6 6.1 -2.0 1.0 1.5 -1.2 2.5 -2.2 -2.4
Medication for hormone replacement therapy 0.6 0.7 1.2 -0.8 -0.3 1.0 1.1 1.1 -0.5 -0.8
Vitamin and mineral supplements 0.3 0.4 0.6 -0.7 0.8 -0.2 0.7 0.4 -0.7 -0.6
Supplements: Zinc 0.4 0.4 0.9 -0.3 0.8 -0.4 -0.4 -0.7 1.0 0.8
Medication: Co-codamol 0.6 0.7 2.2 -0.2 -0.2 0.9 0.2 1.5 -0.9 -0.9
Medication: Metformin 0.2 0.3 0.5 -0.7 -0.4 0.6 -0.1 0.7 -0.7 -0.7
Diabetes (father) 0.3 0.4 0.9 0.2 -0.6 0.4 0.4 0.0 1.0 0.9
Diabetes (mother) 0.3 0.4 1.6 0.4 0.9 -1.3 -0.2 -0.4 0.3 0.3
Severe depression (siblings) 2.0 2.3 4.0 -1.2 -1.5 2.0 0.7 2.0 -1.4 -1.5
Pack years adult smoking proportion 0.2 0.4 1.2 0.1 1.1 -0.7 -0.1 -0.7 0.5 0.4
Impedance of leg (right) 2.1 10.1 17.2 -3.4 0.2 3.3 -1.4 4.1 -3.5 -4.1
Leg fat-free mass (left) 1.9 9.9 16.6 2.9 1.7 -4.1 1.7 -3.5 3.5 3.8
Trunk fat percentage 0.2 0.9 2.8 1.1 1.7 0.6 0.7 0.6 0.7 0.7
Hand grip strength (right) 1.2 3.3 5.9 -2.0 1.9 2.4 0.3 2.0 -1.6 -1.8
Townsend deprivation index at recruitment 0.5 0.7 2.4 -1.6 -1.4 0.5 0.1 0.5 -0.2 -0.4
Current tobacco smoking 0.1 0.2 0.5 -0.3 0.3 0.6 -0.5 0.1 0.5 0.7
Average weekly fortified wine intake 2.1 2.5 8.3 -1.4 -2.9 1.5 -0.3 1.1 -1.4 -1.2
Maternal smoking around birth 0.3 0.4 2.6 -0.1 -0.1 0.1 1.6 -0.0 -0.1 0.0
Fed-up feelings 5.9 10.7 27.2 -3.4 1.8 3.0 -0.7 5.2 -3.4 -3.4
Frequency of unenthusiasm / disinterest in last 2 weeks 0.8 1.0 3.5 -0.1 0.6 1.4 1.9 0.8 -0.6 -0.4
Relative age voice broke 0.5 0.7 3.0 0.9 -0.2 -0.9 1.7 -0.3 0.3 0.5
Taking other prescription medications 2.9 4.4 13.5 -1.9 1.3 1.9 0.9 3.7 -1.8 -2.1
Age when periods started (menarche) 0.5 1.2 2.8 -1.2 1.7 0.4 -0.4 1.1 -1.0 -1.3
Bilateral oophorectomy (both ovaries removed) 0.5 0.6 2.5 0.7 0.4 -0.6 -1.6 0.4 0.3 0.4
Heel bone mineral density (BMD) T-score, automated (left) 3.6 8.1 14.3 -3.8 1.4 1.9 1.0 2.9 -3.6 -3.8
Tinnitus: Yes, but not now, but have in the past 0.7 0.8 1.8 -1.4 -1.3 0.6 -1.2 0.1 -0.3 -0.1
Qualifications: CSEs or equivalent 0.2 0.3 1.5 0.4 1.2 0.2 0.2 0.4 0.1 0.6
Serious illness, injury or assault to yourself 0.8 1.0 2.2 1.5 -0.9 -1.0 -0.5 -0.7 1.0 1.1
High blood pressure 0.4 1.2 5.5 -0.7 0.2 0.7 -2.3 1.2 -0.4 -0.1
Hayfever, allergic rhinitis or eczema 0.8 1.8 3.1 1.6 -0.8 -0.6 1.0 -1.2 1.7 1.8
Multivitamins +/- minerals 0.3 0.4 2.3 -0.0 -1.5 0.4 -0.1 0.6 -0.1 -0.1
Stomach or abdominal pain in last month 0.2 0.2 0.7 -0.0 -0.4 -0.4 0.9 0.5 0.0 0.0
Supplements: Glucosamine 0.8 1.0 3.5 0.2 -1.9 -0.3 -1.5 -0.2 -0.8 -0.6
Diverticular disease/diverticulitis (self-reported) 2.1 2.5 4.7 1.2 -0.4 -2.0 -0.4 -2.2 1.9 1.8
Medication: Atenolol 2.9 3.7 7.4 -1.8 -1.0 1.6 -1.8 2.7 -2.1 -1.9
Medication: Levothyroxine sodium 4.0 6.8 12.7 -3.4 0.0 2.3 -1.6 3.6 -2.7 -2.8
Sitting height 0.1 0.9 3.0 -1.7 0.6 -0.5 -1.0 0.7 -0.3 -0.9
Chronic bronchitis/emphysema (father) 0.3 0.4 1.4 0.5 0.5 -1.2 -0.5 -0.8 -0.1 -0.0
High blood pressure (mother) 0.1 0.2 0.8 0.1 -0.2 0.6 -0.9 0.2 -0.3 0.1
Body mass index (BMI) 0.3 1.1 2.2 1.1 1.5 -0.3 1.2 -0.1 1.0 1.3
Impedance of leg (left) 2.3 11.1 18.7 -3.2 -0.2 3.8 -2.0 4.2 -3.6 -4.3
Leg predicted mass (left) 1.9 9.9 16.5 3.0 1.6 -4.1 1.8 -3.5 3.5 3.7
Trunk fat mass 0.5 2.1 3.5 1.9 1.7 -1.0 1.0 -0.5 1.7 1.7
Waist circumference 0.9 3.3 6.0 2.2 1.8 -1.3 0.5 -1.2 2.4 2.5
Number of incorrect matches in round 0.6 1.0 3.0 -1.7 0.1 0.8 -1.2 1.1 -0.4 -0.7
Past tobacco smoking 0.6 1.1 2.7 0.2 1.2 -1.5 -0.1 -1.6 0.5 0.9
Alcohol usually taken with meals 1.7 2.7 5.8 1.5 0.6 -0.8 -0.6 -2.0 2.3 2.4
Nervous feelings 5.4 10.1 23.8 -3.1 0.8 4.2 -2.1 4.9 -2.7 -2.7
Frequency of tenseness / restlessness in last 2 weeks 0.6 0.9 2.2 -0.8 -1.3 1.5 -0.8 1.2 0.0 -0.2
Hearing difficulty/problems with background noise 1.1 1.8 4.5 1.2 -0.8 -0.8 0.3 -1.1 2.1 2.1
Hair/balding pattern: Pattern 2 0.3 0.4 1.2 -1.1 0.9 0.1 0.5 0.4 0.3 -0.0
Had menopause 0.1 0.2 0.5 0.4 -0.2 -0.7 -0.5 0.1 0.4 0.3
Had other major operations 1.3 1.6 2.7 1.6 -1.4 -1.4 0.2 -0.6 1.2 1.6
Forced vital capacity (FVC) 1.1 4.3 7.5 2.6 -0.1 -2.1 0.8 -2.0 2.6 2.7
Heel bone mineral density (BMD) T-score, automated (right) 3.3 7.5 13.5 -3.7 1.5 2.1 0.8 2.9 -3.3 -3.5
Ever unenthusiastic/disinterested for a whole week 3.4 4.1 7.2 -2.0 -1.3 2.0 1.9 2.7 -2.0 -2.1
Qualifications: None of the above 0.1 0.2 0.6 0.5 0.1 -0.4 -0.8 0.6 -0.4 -0.4
Financial difficulties in last 2 years 1.2 1.6 3.2 1.1 -0.3 -1.4 0.8 -1.4 1.8 1.5
Mouth/teeth dental problems 0.4 0.6 2.2 -0.7 1.5 0.9 0.2 -0.2 -0.4 -0.7
Heart attack 1.4 1.8 3.5 -1.9 0.8 1.2 0.1 1.3 -1.5 -1.8
Allergy 1.1 2.5 5.4 -1.5 -0.1 0.6 -1.7 1.2 -2.3 -2.3
Pain all over the body in last month 0.9 0.9 2.0 1.4 0.1 -0.4 1.4 -0.8 0.8 1.0
Diabetes (self-reported) 0.4 0.6 1.2 -0.5 0.2 0.1 -1.1 0.9 -0.9 -1.0
Hayfever/allergic rhinitis (self-reported) 1.1 1.5 7.7 0.8 0.8 0.3 2.8 -0.5 0.5 0.9
Medication: Ramipril 1.4 1.8 5.1 -1.3 0.1 2.3 -0.3 1.6 -1.2 -1.1
Medication: Simvastatin 0.9 1.3 4.0 -1.0 -0.1 0.0 -0.8 2.0 -1.1 -1.6
Fluid intelligence score 0.1 0.2 0.4 -0.5 0.5 0.2 -0.6 -0.1 0.5 0.1
Illnesses of siblings 0.3 0.4 1.4 0.4 -0.0 -0.3 1.2 -0.8 0.4 0.4
Neuroticism score 4.1 8.5 25.4 -3.1 1.1 3.6 -0.5 5.0 -2.1 -2.3
Weight 1.1 5.2 8.1 2.3 2.0 -2.9 1.2 -1.9 2.6 2.7
Impedance of arm (right) 0.1 0.4 1.6 0.9 -0.0 0.7 1.3 -0.1 0.2 0.3
Arm fat percentage (right) 0.6 2.4 5.3 1.8 1.1 -0.1 2.3 -0.5 1.7 2.0
Trunk fat-free mass 1.6 9.4 26.1 2.5 1.2 -5.1 0.8 -3.4 3.2 3.1
Hip circumference 1.4 6.0 9.2 2.6 2.3 -3.0 1.1 -2.2 2.6 2.7
Time employed in main current job 0.7 0.8 1.3 -0.5 1.0 0.8 0.7 1.0 -0.8 -1.1
Alcohol intake versus 10 years previously 1.7 2.5 5.2 2.3 -0.4 -1.9 -0.5 -1.3 1.8 1.8
Father’s age at death 2.2 3.0 5.8 1.6 0.7 -1.8 1.7 -2.4 1.8 1.6
Worrier / anxious feelings 2.7 5.1 15.5 -2.3 0.5 3.0 0.7 3.9 -1.6 -1.6
Frequency of tiredness / lethargy in last 2 weeks 0.4 0.6 1.5 1.2 0.3 -0.5 -0.1 0.1 1.1 1.1
Falls in the last year 1.9 2.5 4.7 2.2 0.2 -1.8 0.4 -1.2 1.9 2.1
Hair/balding pattern: Pattern 3 0.1 0.2 0.8 0.4 -0.9 -0.4 -0.1 -0.2 0.1 0.2
Number of live births 0.7 0.9 2.6 1.6 -1.1 -1.6 -0.0 -0.3 0.1 0.4
Forced expiratory volume in 1-second (FEV1) 1.2 4.0 6.8 2.6 -0.2 -2.0 1.1 -2.4 2.2 2.3
Pulse rate 0.5 0.8 4.4 -0.5 0.7 -0.0 -2.1 -0.4 0.5 0.1
Happiness 1.3 1.6 4.4 -1.4 -0.1 1.4 -2.1 1.4 -0.6 -0.5
Noisy workplace 0.8 1.0 4.4 0.3 -1.1 -1.0 -2.1 0.1 0.3 0.3
Qualifications: A levels/AS levels or equivalent 1.1 2.5 4.4 2.1 -2.1 -1.5 1.0 -1.8 1.1 0.9
Serious illness, injury or assault of a close relative in last 2 years 1.0 1.1 2.5 1.2 0.4 -0.9 0.4 -0.9 1.6 1.4
Mouth/teeth dental problems: Dentures 0.3 0.5 2.1 0.7 -1.4 -0.4 0.0 -0.1 0.5 0.4
Asthma 0.4 0.8 1.5 -0.2 1.2 1.1 1.2 1.0 0.3 0.4
Medication: Ibuprofen (e.g. Nurofen) 0.2 0.3 0.6 0.2 0.2 0.5 -0.8 0.7 0.5 0.6
Medication: Cholesterol lowering 0.8 1.3 4.9 -0.4 0.1 0.9 -2.2 1.0 -0.9 -1.1
Depression (self-reported) 0.6 0.7 3.3 -0.2 -0.7 0.9 1.8 0.4 0.1 0.2
Medication: Lansoprazole 0.7 0.8 2.8 0.3 0.8 0.8 1.7 1.1 -0.3 -0.3
Prospective memory result 0.4 0.5 1.1 -0.4 -0.1 -1.0 -1.0 -0.7 0.8 0.5
Lung cancer (father) 0.2 0.3 1.2 0.2 0.2 -1.1 -0.7 0.1 -0.2 -0.0
Illnesses of mother 0.6 0.7 2.1 -0.0 -0.9 -0.3 -0.5 -0.9 1.4 1.1
Forced expiratory volume in 1-second (FEV1), Best measure 1.0 3.2 4.6 2.0 0.2 -1.9 1.5 -2.1 2.0 2.0
Pulse wave Arterial Stiffness index 1.0 1.2 3.7 1.4 0.1 -1.9 -0.9 -1.1 0.4 0.7
Impedance of arm (left) 0.0 0.2 0.7 0.3 -0.2 0.8 0.5 -0.0 -0.1 -0.1
Arm fat mass (right) 0.6 2.3 3.6 1.6 1.5 -1.0 1.9 -0.7 1.7 1.8
Trunk predicted mass 1.6 9.2 25.7 2.4 1.2 -5.1 0.8 -3.3 3.2 3.1
Standing height 1.3 13.3 38.4 3.1 1.2 -6.2 0.3 -4.2 3.8 3.3
Length of working week for main job 0.3 0.3 0.8 0.0 -0.5 -0.9 0.4 0.2 -0.7 -0.5
Exposure to tobacco smoke at home 0.9 1.0 2.4 0.9 -0.7 -1.3 1.5 -0.7 0.8 0.6
Breastfed as a baby 1.2 1.5 5.9 1.1 -2.4 -0.1 -0.4 -1.3 0.9 0.8
Tense / ‘highly strung’ 0.8 1.4 4.1 -0.8 -1.0 1.7 -0.8 2.0 -0.2 -0.3
Seen doctor (GP) for nerves, anxiety, tension or depression 0.8 1.3 4.0 -0.6 -1.4 1.6 0.0 2.0 -0.2 0.1
Hair/balding pattern: Pattern 4 0.7 1.7 3.2 1.7 0.4 -1.4 -0.9 -1.8 1.2 1.4
Birth weight of first child 1.6 2.9 4.9 1.4 -1.0 -2.1 0.3 -2.1 2.2 1.8
Peak expiratory flow (PEF) 0.2 0.5 1.5 -0.6 0.4 0.9 1.2 0.0 -0.7 -0.7
Pulse wave reflection index 1.8 2.3 8.9 1.6 -0.5 -3.0 0.3 -1.3 0.9 1.3
Ever highly irritable/argumentative for 2 days 0.4 0.5 1.4 -0.6 -0.7 1.2 0.2 0.7 -1.0 -0.1
Loud music exposure frequency 0.5 0.6 1.7 1.3 0.5 -0.2 -0.6 -0.6 0.8 0.8
Qualifications: O levels/GCSEs or equivalent 0.4 0.6 4.0 0.1 -2.0 0.1 0.0 -0.5 0.0 -0.0
Mouth/teeth dental problems: Bleeding gums 0.4 0.5 1.0 -1.0 0.5 0.3 0.1 0.8 -0.6 -1.0
Blood clot in the leg (DVT) 1.3 1.6 2.7 1.5 -0.9 -1.6 0.1 -1.2 1.5 1.4
Medication: Paracetamol 0.8 1.3 4.6 0.1 -0.1 1.5 0.3 2.2 -1.2 -0.8
Headache pain in last month 0.4 0.7 2.6 0.5 -0.0 0.7 0.9 1.6 -0.6 -0.7
Medication for cholesterol, blood pressure or diabetes 0.6 0.9 2.8 0.2 -0.0 -1.1 1.7 -1.2 0.8 0.8
Glaucoma (self-reported) 1.0 1.2 3.3 -0.4 1.8 1.2 -0.7 0.5 1.4 0.7
Gout (self-reported) 1.7 2.4 4.7 -1.5 0.8 -0.8 2.2 1.6 -1.7 -1.7
Hypothyroidism/myxoedema (self-reported) 3.4 6.6 12.2 -3.3 0.3 2.6 -0.6 3.5 -2.7 -2.9
Medication: Amlodipine 4.0 5.7 11.2 -2.9 1.1 1.5 -0.2 2.4 -3.3 -3.3
Medication: Ventolin 100micrograms inhaler 1.1 1.4 6.3 -0.6 2.5 1.3 1.0 0.7 -0.3 -0.1
Birth weight 0.4 0.8 2.9 -1.2 -1.7 -0.2 0.3 0.2 -0.6 -0.8
Chronic bronchitis/emphysema (mother) 0.7 0.9 2.8 -0.2 1.5 -0.9 1.7 0.2 -0.0 -0.4
High blood pressure (siblings) 0.2 0.3 0.6 -0.5 -0.3 -0.0 -0.3 0.5 -0.8 -0.7
Forced vital capacity (FVC), Best measure 1.2 4.5 7.4 2.5 0.2 -2.4 1.1 -2.0 2.6 2.7
Body fat percentage 0.2 0.9 2.9 0.6 1.7 1.0 0.9 1.1 0.3 0.3
Leg fat percentage (right) 0.6 2.0 6.0 -0.8 1.7 1.5 0.5 2.4 -0.9 -1.0
Arm fat-free mass (right) 0.8 4.0 12.2 1.6 1.5 -3.5 0.0 -1.9 2.0 1.9
Exposure to tobacco smoke outside home 0.4 0.6 1.3 -0.4 0.7 1.2 0.9 1.0 -0.4 0.1
Comparative body size at age 10 0.5 1.5 2.8 0.8 -1.6 -0.7 0.4 -1.3 1.6 1.7
Number of full brothers 0.2 0.3 0.8 0.9 -0.6 0.1 0.2 -0.3 0.4 0.6
Worry too long after embarrassment 0.3 0.6 1.7 -0.4 -0.6 -0.1 1.3 1.1 -0.4 -0.5
Seen a psychiatrist for nerves, anxiety, tension or depression 0.4 0.5 1.3 -0.2 0.3 0.8 0.8 1.1 0.8 0.5
Wheeze or whistling in the chest in last year 0.8 1.3 4.3 -0.2 2.1 1.3 0.8 1.4 -0.7 -0.1
Number of children fathered 0.9 1.0 2.4 -0.4 -0.0 0.9 -0.7 1.1 -1.4 -1.6
Reason for reducing amount of alcohol drunk: Health precaution 0.3 0.4 0.8 0.6 -0.5 0.1 -0.5 0.9 -0.3 -0.8
Age at first live birth 0.8 1.4 2.8 0.9 -1.7 -1.3 1.1 -1.7 0.2 0.2
Pulse wave peak to peak time 1.0 1.1 2.8 -1.5 0.1 1.7 0.9 1.1 -0.5 -0.8
Health satisfaction 0.4 0.5 2.7 1.6 0.3 -0.1 0.2 0.1 0.2 0.9
Shortness of breath walking on level ground 1.9 2.2 4.6 -1.4 0.7 1.8 -0.4 2.2 -1.6 -1.5
Qualifications: College or University degree 0.4 1.3 2.8 0.2 -1.0 -0.4 1.2 -1.6 1.7 1.0
Eye problems/disorders: None of the above 2.0 2.3 5.7 -0.4 -2.4 0.9 2.3 1.0 -1.3 -1.1
Mouth/teeth dental problems: Loose teeth 0.8 0.9 3.8 -0.3 -1.9 -0.8 -1.0 -0.2 -0.7 -0.5
Emphysema/chronic bronchitis 0.5 0.6 1.5 0.2 -0.1 -0.8 -0.6 -1.2 1.0 0.8
Medication for pain relief, constipation, heartburn 0.9 1.6 7.1 0.6 -0.9 -1.1 0.4 -2.7 1.0 0.7
Neck or shoulder pain in last month 0.6 0.9 2.2 1.0 -1.3 0.2 0.1 -0.3 0.9 1.5
Medication: Blood pressure 1.2 2.1 3.3 -1.1 0.0 1.8 -1.5 1.8 -1.7 -1.4
Angina (self-reported) 2.5 3.3 5.2 -1.8 1.3 1.6 -1.0 2.3 -2.1 -2.3
Migraine (self-reported) 1.1 1.3 3.7 -0.7 -0.1 1.0 -0.7 1.9 -1.3 -1.3
Medication: Ibuprofen 0.3 0.4 1.0 0.5 0.4 0.3 -1.0 0.2 0.8 0.8
Medication: Allopurinol 2.0 2.6 5.9 -1.8 0.7 0.0 0.8 1.8 -2.2 -2.4
Medication: Omeprazole 1.0 1.1 3.0 0.3 1.7 0.2 1.6 1.1 -1.0 -0.4
Medication: Seretide 50 evohaler 0.5 0.5 1.7 -1.0 0.4 0.2 -1.3 0.4 -0.4 -0.7
Mean time to correctly identify matches 2.4 4.5 9.2 2.7 -0.4 -1.1 -0.2 -2.6 3.0 2.7
Heart disease (mother) 4.9 6.0 11.4 -2.5 -0.3 1.7 1.5 2.9 -3.2 -3.4
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.4 0.5 1.4 -0.8 0.9 0.2 1.2 0.6 -0.1 -0.2
Whole body fat mass 0.4 1.6 3.3 1.4 1.8 -0.6 1.1 -0.2 1.4 1.4
Leg fat mass (right) 0.2 1.0 2.9 0.9 1.7 -0.3 1.1 0.3 0.9 0.9
Arm predicted mass (right) 0.7 3.6 10.8 1.4 1.5 -3.3 -0.0 -1.8 1.9 1.9
Pulse rate, automated reading 0.4 1.2 2.6 -1.0 1.2 1.4 -1.6 1.1 -0.0 -0.5
Alcohol intake frequency. 0.9 2.1 5.2 1.6 0.8 -1.2 -0.8 -0.7 1.9 2.3
Comparative height size at age 10 2.3 12.5 19.8 3.7 0.1 -4.4 -1.4 -4.4 4.2 3.9
Number of full sisters 0.2 0.2 0.6 0.6 -0.7 -0.2 0.8 0.0 -0.5 -0.1
Suffer from ‘nerves’ 4.1 6.4 18.4 -2.3 0.9 3.1 0.1 4.3 -2.3 -2.3
Overall health rating 0.4 0.8 3.4 1.1 1.9 -0.0 0.3 0.4 0.4 0.7
Chest pain or discomfort 0.6 0.9 3.8 0.2 -1.2 0.9 2.0 0.2 0.0 0.3
Had major operations 0.7 0.8 2.4 -0.9 -1.6 1.1 -0.5 0.4 -0.4 -0.7
Age at last live birth 2.3 3.3 6.6 2.2 -1.6 -2.6 0.7 -2.2 1.3 1.6
Family relationship satisfaction 1.3 1.6 2.8 -0.5 1.2 1.7 -1.5 1.5 -1.1 -1.1
Leg pain on walking 0.5 0.6 1.9 0.1 0.5 1.2 1.4 0.5 -0.3 -0.2
Qualifications: NVQ or HND or HNC or equivalent 0.8 1.0 6.2 -0.1 -2.5 0.3 -0.1 0.8 -0.2 -0.1
Commuting to job workplace: Car/motor vehicle 0.6 0.7 1.6 0.8 1.3 -1.1 0.8 -0.5 0.6 0.7
Illness, injury, bereavement, stress in last 2 years 4.1 5.0 10.4 -2.8 0.0 1.2 -0.6 2.3 -3.1 -3.2
Medication: Aspirin 2.3 3.1 5.2 -2.2 1.1 1.4 -0.2 2.3 -2.1 -1.9
Supplements: Vitamin C 1.5 1.8 2.8 1.6 0.7 -1.7 -0.2 -1.7 1.5 1.4
Knee pain experienced in last month 0.8 1.3 2.9 1.7 1.3 -0.8 -0.3 -0.7 1.2 1.3
Hypertension (Self-reported) 0.5 1.4 4.1 -1.1 0.2 0.9 -2.0 1.6 -1.0 -0.7
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 2.3 2.7 5.1 -1.9 1.3 0.5 0.4 2.3 -2.2 -1.9
Illnesses of father: Heart disease 0.9 1.2 2.1 -1.2 0.2 1.4 -0.0 1.1 -1.5 -1.3
Illnesses of siblings: Diabetes 0.2 0.2 0.7 0.5 0.9 0.5 -0.3 0.5 -0.3 -0.2
Smoking status: Previous 0.8 1.1 2.7 -0.1 -1.2 1.5 0.3 1.6 -0.6 -1.1
Forced expiratory volume in 1-second (FEV1), predicted 1.2 2.5 5.0 2.2 -0.8 -2.2 0.8 -1.3 1.6 1.5
Whole body fat-free mass 1.6 9.2 22.2 2.6 1.5 -4.7 1.0 -3.3 3.3 3.3
Leg fat-free mass (right) 2.0 10.8 17.6 3.2 1.5 -4.2 1.4 -3.8 3.7 3.9
Arm fat percentage (left) 0.4 1.8 3.7 1.4 1.3 0.1 1.9 -0.3 1.4 1.7
Average weekly red wine intake 0.7 1.1 2.8 0.7 -0.7 -0.9 1.4 -1.7 0.9 0.7
Handedness (chirality/laterality): Left-handed 1.8 2.2 4.4 2.1 1.2 -0.1 0.9 -1.4 2.0 1.8
Mood swings 2.9 5.2 16.2 -2.3 0.7 2.8 -0.1 4.0 -1.9 -1.7
Loneliness, isolation 0.8 1.2 3.7 -0.7 0.6 0.9 1.0 1.9 -0.9 -0.9
Long-standing illness, disability or infirmity 0.4 0.7 3.4 0.1 1.9 -0.1 -0.7 0.9 -0.1 -0.1
Ever had bowel cancer screening 0.9 1.1 4.3 2.1 -0.7 -0.8 1.4 -0.0 0.4 0.4
Diabetes diagnosed by doctor 0.4 0.7 3.2 -0.3 0.8 0.4 -1.8 0.7 -0.3 -0.5
Ever had stillbirth, spontaneous miscarriage or termination 1.2 1.3 6.4 -0.7 -2.5 1.0 0.5 0.4 -0.5 -0.5
Friendships satisfaction 0.6 0.8 2.5 -0.1 1.5 -0.3 -1.6 0.6 0.4 0.5
Qualifications: nursing, teaching 1.0 1.6 3.3 1.2 -1.2 -1.1 0.7 -1.8 1.2 1.3
Commuting to job workplace: Walk 0.9 1.0 2.2 -1.5 -0.4 1.5 -0.2 0.9 -0.9 -0.8
Eye problems/disorders: Cataract 2.9 3.4 5.3 1.5 2.0 -2.3 -1.7 -1.9 1.7 1.7
Mouth/teeth dental problems: Mouth ulcers 4.4 7.0 11.6 3.4 -1.7 -2.6 0.7 -2.9 2.8 3.4
Medication for cholesterol 2.1 3.2 7.8 2.5 -0.4 -0.7 -0.5 -2.8 1.8 2.0
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.8 0.9 1.9 1.2 -1.4 -1.1 0.8 -0.8 0.6 0.6
Back pain experienced in last month 1.4 2.0 3.8 -1.9 -0.1 0.9 -0.0 2.0 -1.7 -1.6
Mineral and other dietary supplements 1.2 1.6 4.3 -1.6 2.1 0.8 -0.1 1.2 -1.2 -1.0
Breast cancer (self-reported) 0.6 0.8 1.6 1.3 -1.1 -0.8 0.7 -0.5 0.7 0.7
Asthma (self-reported) 0.4 0.7 1.3 -0.3 1.1 1.1 1.1 1.0 0.4 0.5
Osteoporosis (self-reported) 1.9 2.4 7.3 2.7 -0.6 -1.3 0.8 -1.0 1.5 1.8
Osteoarthritis (self-reported) 1.2 1.6 6.3 2.5 0.6 -1.6 -0.1 -0.8 0.5 1.0
Medication: Aspirin 1.6 2.1 3.7 -1.9 1.2 1.0 -0.0 1.8 -1.7 -1.6
Medication: Gliclazide 0.1 0.2 0.3 -0.5 0.5 0.6 0.2 0.5 0.0 -0.2
Illnesses of father: None of the above (group 1) 2.6 3.3 6.2 1.9 -0.7 -2.5 0.6 -2.0 2.1 2.0
Smoking status: Current 0.2 0.3 0.7 -0.3 0.5 0.5 -0.5 0.1 0.6 0.8
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.3 0.6 1.3 0.6 -1.1 0.5 1.1 -0.7 0.2 0.5
Whole body water mass 1.5 8.8 20.6 2.5 1.5 -4.5 1.0 -3.3 3.2 3.2
Leg predicted mass (right) 2.1 11.1 18.2 3.3 1.5 -4.3 1.4 -3.8 3.8 4.0
Arm fat mass (left) 0.6 2.6 4.0 1.7 1.4 -1.2 2.0 -0.9 1.8 2.0
Number of self-reported non-cancer illnesses 0.4 0.7 2.4 -0.9 0.7 0.6 -1.0 1.6 0.0 -0.1
Average weekly champagne plus white wine intake 1.8 2.4 5.0 -2.2 1.5 1.4 -0.5 1.2 -1.5 -1.9
Miserableness 1.5 2.6 5.6 -2.1 0.1 2.4 -0.7 2.1 -1.4 -1.3
Guilty feelings 3.5 5.3 13.3 -2.2 0.3 3.2 -0.3 3.7 -2.0 -2.1
Wears glasses or contact lenses 0.1 0.2 0.6 -0.1 0.1 -0.8 -0.7 0.1 0.1 -0.2
Ever taken oral contraceptive pill 1.0 1.2 2.7 -0.6 -0.6 0.9 -1.0 1.6 -1.2 -1.2
Hearing aid user 5.5 6.3 10.7 3.0 1.7 -2.1 0.3 -2.5 3.3 3.2
Mother’s age at death 1.8 2.2 4.6 1.0 -1.1 -1.8 -2.1 -1.7 1.3 1.1
Financial situation satisfaction 0.4 0.5 1.2 -1.1 0.1 0.6 -0.9 0.9 -0.1 -0.4
Tinnitus: Yes, now most or all of the time 1.5 1.7 4.9 2.2 1.7 -1.1 -0.6 -0.7 1.0 1.1
Commuting to job workplace: Public transport 1.1 1.3 3.5 1.3 -0.2 0.2 0.4 -1.9 1.3 1.4
Eye problems/disorders: Glaucoma 1.3 1.5 3.9 -1.3 2.0 1.7 -0.8 1.2 0.2 -0.4
Medication: Blood pressure 1.7 3.2 7.8 -2.1 0.8 1.1 -1.5 2.8 -1.7 -1.7
Pain type(s) experienced in last month: Hip pain 0.8 1.1 1.9 -0.8 0.3 -0.8 1.4 1.2 -1.2 -1.2
Supplements: Fish oil (including cod liver oil) 0.8 1.1 2.9 1.7 -0.9 -0.7 0.6 -1.3 0.8 0.8
High cholesterol (Self-reported) 0.2 0.3 0.6 -0.8 0.2 -0.3 -0.1 0.8 -0.3 -0.7
Medication: Bendroflumethiazide 1.0 1.6 4.6 0.3 0.2 1.8 -2.1 1.5 -0.9 -0.4
Medication: Paracetamol 1.1 1.6 4.8 0.2 0.4 1.7 -0.1 2.2 -1.5 -1.1
Medication: Lisinopril 0.5 0.7 1.9 -0.9 0.2 0.4 -1.4 0.6 -0.8 -1.0
Medication: Atorvastatin 0.8 1.0 2.0 -1.4 0.9 1.1 -0.3 1.0 -1.1 -1.0
Illnesses of father: High blood pressure 2.5 3.1 6.0 -2.0 0.2 2.3 -0.5 2.4 -1.9 -1.7
Alcohol drinker status: Never 0.2 0.3 0.7 -0.6 0.4 0.8 0.7 0.1 0.3 0.4
Ever smoked 0.3 0.6 2.0 0.0 -0.7 0.6 0.4 1.4 -0.8 -0.7
Basal metabolic rate 1.5 8.1 18.0 2.5 1.6 -4.2 1.1 -3.0 3.1 3.2
Leg fat percentage (left) 0.5 1.7 5.3 -0.7 1.4 1.5 0.3 2.3 -0.9 -1.0
Arm fat-free mass (left) 0.8 4.3 11.8 1.8 1.2 -3.4 0.5 -2.0 2.2 2.1
Number of operations (self-reported) 1.0 1.5 4.9 1.0 -2.2 -1.1 -1.0 -0.1 1.2 1.0
Average weekly beer plus cider intake 1.2 1.7 3.5 -0.8 -0.7 1.9 -0.2 1.7 -1.7 -1.2
Irritability 1.1 1.9 5.3 -1.5 0.7 2.1 -1.0 2.3 -0.0 -0.3
Risk taking 0.4 0.5 2.3 0.4 0.1 -0.4 1.5 -0.4 -0.6 -0.7
Ever had prostate specific antigen (PSA) test 1.6 1.9 3.5 1.4 -0.7 -1.2 -0.7 -1.9 1.7 1.6
Fractured/broken bones in last 5 years 2.8 3.6 6.6 2.1 -0.9 -2.6 -1.0 -1.6 2.0 2.4
Age started oral contraceptive pill 1.8 2.2 4.0 1.8 0.2 -1.6 -0.7 -1.3 2.0 1.8
Diastolic blood pressure, automated reading 1.1 3.3 7.0 -1.7 1.8 2.6 -0.4 2.5 -1.4 -1.2
Ever depressed for a whole week 2.1 2.6 4.6 -2.1 -1.2 1.4 0.6 2.2 -1.5 -1.7
Unable to work because of sickness or disability 1.9 2.5 5.0 1.6 -1.2 -1.5 2.2 -1.4 1.4 1.4
Commuting to job workplace: Cycle 2.6 3.2 7.2 -2.1 -2.7 1.4 0.2 1.1 -1.8 -2.0
Myopia 0.5 0.7 1.3 0.5 0.6 -0.5 0.9 0.6 -1.1 -1.1
Vascular/heart problems diagnosed by doctor 0.4 1.2 3.6 1.1 -0.3 -0.4 1.9 -1.5 0.8 0.6
Cholesterol lowering medication 0.2 0.3 1.3 -0.2 -0.2 -1.1 0.6 0.5 0.4 -0.0
Medication: Omeprazole (e.g. Zanprol) 0.9 1.1 2.8 1.5 1.5 -0.8 1.7 0.0 0.0 0.6
Pain experienced in last month 0.1 0.1 0.8 -0.2 0.1 0.0 0.1 -0.9 -0.2 -0.1
Supplements: Calcium 0.4 0.4 1.3 1.1 -1.0 -0.7 0.0 0.4 0.1 0.3
Basal cell carcinoma (self-reported) 2.4 2.8 15.7 -0.9 -1.0 -0.8 -4.0 -0.9 0.8 0.5
Heart attack/myocardial infarction (self-reported) 1.5 1.9 3.7 -1.9 0.8 1.1 0.0 1.3 -1.6 -1.9
Deep venous thrombosis (DVT) (self-reported) 1.0 1.3 2.9 1.4 -0.8 -1.7 -0.2 -1.2 1.1 1.1
Heart disease (siblings) 0.9 1.1 2.8 -0.2 0.5 0.8 -0.1 1.4 -1.7 -1.5
Alcohol drinker status: Previous 0.9 1.0 4.4 0.0 2.1 -0.3 -0.9 1.1 -0.5 -0.4
Pack years of smoking 0.5 0.8 1.9 0.6 0.6 -1.4 -0.6 -1.0 0.9 0.7
Impedance of whole body 0.7 3.3 5.9 -1.4 -0.1 2.4 -0.6 2.3 -2.0 -2.4
Leg fat mass (left) 0.3 1.1 2.5 1.2 1.6 -0.5 1.0 0.0 1.0 1.1
Arm predicted mass (left) 0.8 4.1 12.1 1.7 1.3 -3.5 0.7 -1.8 2.0 2.0