Hub : Genes

HKR1

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 Adrenal Gland 0.3663 0.0795 4.1e-14 0.345 NA 0.411 NA 0.405 3.6e-13 NA 4.8e-16 NA 9.5e-16
2 GTEx Artery Tibial 0.0508 0.0366 8.5e-03 0.015 NA 0.028 NA 0.011 2.2e-02 NA 2.8e-03 NA 4.5e-02
3 GTEx Colon Transverse 0.0690 0.0400 8.7e-03 0.083 NA 0.041 NA 0.059 9.3e-05 NA 5.0e-03 NA 8.5e-04
4 GTEx Skin Sun Exposed Lower leg 0.0990 0.0520 2.6e-03 0.003 NA 0.036 NA 0.036 1.6e-01 NA 5.1e-04 NA 5.5e-04
5 GTEx Whole Blood 0.0680 0.0310 7.6e-05 0.009 NA 0.019 NA 0.020 4.6e-02 NA 6.3e-03 NA 5.1e-03
6 YFS Blood 0.0426 0.0160 7.7e-14 0.049 0.050 0.046 0.049 0.049 1.1e-15 6.4e-16 8.3e-15 7.7e-16 1.1e-15
7 TCGA Kidney Renal Clear Cell Carcinoma 0.0360 0.0231 5.8e-03 0.018 0.007 0.007 NA 0.006 3.7e-03 5.3e-02 4.7e-02 NA 5.9e-02

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6 7
Bipolar Disorder (2018) 0.6 1.0 2.6 -0.9 0.5 0.2 1.3 0.8 1.0 -1.6
Bipolar Disorder or Schizophrenia 0.4 1.0 1.9 -0.7 0.6 0.8 1.4 0.3 1.2 -1.3
Depressed Affect (Nagel 2018) 1.1 2.3 3.7 -1.2 1.5 -1.0 1.3 1.9 1.9 -1.4
Depression (Nagel 2018) 1.3 1.9 8.1 -1.1 2.9 0.1 1.2 0.4 1.1 -1.0
Intelligence (Savage-Jansen 2018) 1.1 3.3 6.0 2.5 -2.1 -0.5 0.0 -1.3 -2.3 2.4
Neuroticism (Nagel 2018) 0.6 1.3 3.6 -0.8 1.1 -0.5 0.5 1.6 1.9 -0.8
Schizophrenia (2018) 0.2 0.3 0.8 -0.2 0.3 0.9 0.7 -0.4 0.7 -0.4
Schizophrenia vs Biploar Disorder 0.1 0.2 0.6 0.5 0.2 -0.3 0.5 0.1 0.1 0.8
Worry (Nagel 2018) 0.3 0.6 2.0 -0.0 0.5 0.9 0.5 0.9 1.4 -0.0
Alzheimer’s Disease (in mother) 1.8 2.1 2.6 -1.5 1.3 0.7 1.6 1.6 1.5 -1.6
Alzheimer’s Disease (in father) 2.0 2.2 4.1 1.8 -0.6 -0.7 -0.8 -1.5 -2.0 2.0
Alzheimer’s Disease (including proxy) 0.2 0.2 0.8 0.3 0.6 0.2 0.9 0.4 -0.4 0.1
Crohns Disease (2017) 3.3 7.2 17.0 -3.0 -1.6 2.6 -0.6 4.1 2.6 -2.9
Irritable Bowel Disease (IBD) 1.7 4.0 7.1 -1.6 -1.8 2.6 -1.6 2.7 1.7 -1.8
Ulcerative Colitis (UC) 0.4 0.8 3.1 -0.0 -1.0 1.2 -1.8 0.3 0.3 -0.3
Major Depression (MDD) 0.5 0.6 1.5 -0.4 1.0 -1.2 0.9 -0.0 0.7 -0.0
Reaction Time 2.6 5.0 7.7 2.8 -2.3 -1.7 -2.5 -1.9 -2.4 1.9
Verbal and Numeric Reasoning (VNR) 1.8 4.3 7.8 2.4 -1.9 -1.4 -1.0 -1.7 -2.8 2.7
Breast Cancer 1.7 4.1 9.4 2.1 -1.1 0.5 -1.7 -3.1 -2.6 2.0
Ovarian Cancer 2.9 3.8 10.8 -3.3 0.1 0.3 -0.3 1.8 2.3 -2.7
Prostate Cancer 1.7 2.4 6.3 -1.6 2.5 0.1 2.4 0.1 1.3 -0.7
Age at First Birth 1.3 1.8 3.5 -0.9 -0.7 1.9 -1.7 1.7 0.6 -1.3
Bipolar Disorder (2011) 0.5 0.5 1.4 -0.7 0.9 0.4 1.2 -0.3 0.3 -0.7
Body Mass Index (BMI) (2010) 0.4 0.5 2.5 0.0 0.4 -1.6 -0.3 -0.9 -0.1 0.4
Coronary Artery Disease (CAD) 0.3 0.3 1.5 0.3 -0.2 -1.2 -0.4 0.3 -0.6 -0.4
Crohns Disease (2012) 5.4 8.6 21.3 -3.4 -1.6 1.6 -0.8 4.6 3.0 -3.6
Mean Putamen Volume 0.6 0.6 2.3 0.0 -1.5 -0.8 -0.9 0.7 0.1 -0.5
Fasting Glucose 0.7 0.9 2.0 -0.5 -0.4 1.4 -0.3 0.8 1.0 -1.4
HbA1C 2.8 3.1 6.2 -1.8 0.0 1.2 1.4 2.1 2.0 -2.5
HDL Cholesterol 0.4 0.7 1.5 -1.2 -0.0 0.8 0.2 1.0 0.9 -0.7
LDL Cholesterol 0.0 0.1 0.2 0.1 -0.5 -0.2 0.2 0.1 -0.2 0.2
Lupus 0.8 1.3 3.2 1.8 -1.4 -0.3 -1.0 0.4 -0.6 1.4
Neuroticism (2016) 0.8 1.1 5.3 -0.4 2.3 -0.6 1.1 0.2 0.9 -0.1
Primary Biliary Cirrhosis 6.7 9.6 22.0 -4.2 -0.6 0.2 -0.4 3.6 3.7 -4.7
Rheumatoid Arthritis 2.1 2.9 4.3 1.9 0.6 -2.1 -1.0 -2.0 -1.8 2.0
Schizophrenia (2014) 0.3 0.7 2.0 -0.4 0.4 0.8 1.4 0.3 1.2 -0.5
Triglycerides 0.9 1.5 7.3 -1.5 0.5 -2.7 -0.3 -0.0 0.6 -0.5
Type 2 Diabetes (T2D) (2012) 1.3 1.5 3.1 -1.1 0.7 0.3 1.0 1.7 1.7 -1.2
Ulcerative Colitis 0.2 0.2 0.8 0.2 -0.3 0.9 -0.9 0.1 0.2 -0.0
Blood Eosinophil Count 1.7 12.8 27.8 -4.5 -0.5 1.8 0.1 5.3 4.9 -3.7
Blood Platelet Count 0.6 6.7 13.5 3.7 1.3 -1.4 3.0 -2.3 -2.7 2.8
Blood Red Count 0.6 5.7 14.2 1.1 -3.8 -2.2 -3.7 -0.9 -2.3 0.3
Blood White Count 0.3 2.0 3.7 1.7 1.9 -1.1 0.8 -1.4 -1.4 1.2
Heel T-Score 0.2 1.2 5.3 0.0 -0.7 2.3 1.0 1.0 0.8 -0.4
BMI 0.5 2.7 4.5 2.1 0.2 -1.4 1.1 -2.0 -1.9 1.9
Height 2.6 50.3 108.2 -7.3 -1.0 5.3 2.5 10.1 10.4 -7.2
Waist Hip Ratio (WHR) 0.8 3.5 9.5 0.6 1.3 -3.1 0.6 -2.7 -1.8 1.3
Systolic Blood Pressure 1.9 9.5 19.5 -1.8 -4.4 3.4 -1.1 4.4 2.4 -2.5
Smoking Status 0.3 0.7 4.2 0.2 0.1 -0.4 2.1 0.2 -0.1 0.5
Allergy or Eczema 1.2 3.2 6.2 -2.5 1.5 1.4 -0.0 1.5 2.2 -2.2
Cardiovascular Disease 0.7 2.4 9.1 0.5 -3.0 1.0 -1.4 2.1 -0.2 -0.5
Hypothyroidism (self reported) 0.8 1.7 4.4 1.8 -0.6 -0.2 -0.5 -1.0 -1.7 2.1
Respiratory disease 0.3 0.7 1.4 -0.8 -1.2 -0.2 -1.1 1.2 0.3 -0.4
Type 2 Diabetes (T2D) (2018) 0.1 0.2 0.7 0.3 -0.0 -0.3 -0.5 -0.4 -0.9 0.3
Lung FEV1/FVC ratio 1.4 7.3 18.8 4.3 -0.7 -1.0 -1.6 -2.4 -3.2 3.5
Lung FVC 0.1 0.5 1.3 -0.1 0.5 0.1 -1.2 -0.7 -1.0 0.3
Neuroticism 0.5 1.2 3.4 -0.2 1.2 -0.3 1.3 1.3 1.8 -0.4
Chronotype (morning person) 0.2 0.4 1.6 -0.0 0.3 0.7 1.3 0.6 0.0 -0.1
Hair Pigment 0.2 5.5 12.5 -3.5 1.2 1.6 -0.6 2.3 2.9 -2.8
Tanning 0.2 2.8 5.8 0.7 2.3 -1.6 2.4 -1.9 -1.0 0.7
Hand grip strength (left) 5.9 15.6 26.6 -4.2 -0.4 5.0 1.8 5.2 4.4 -4.2
Number of treatments/medications taken 0.1 0.2 0.7 0.5 -0.8 -0.3 -0.5 -0.2 -0.6 0.3
Average weekly spirits intake 0.2 0.3 0.8 -0.4 -0.7 0.2 -0.6 0.9 0.2 0.0
Sensitivity / hurt feelings 1.3 2.2 5.1 2.1 0.6 -0.1 1.0 -1.8 -1.1 2.2
Frequency of depressed mood in last 2 weeks 1.2 1.7 5.3 -0.5 2.3 0.6 2.1 0.2 1.0 -0.4
Hearing difficulty/problems: Yes 1.5 2.3 4.8 1.8 0.1 -1.0 -0.1 -2.2 -2.2 1.5
Relative age of first facial hair 0.1 0.3 0.8 -0.9 0.9 0.2 0.4 -0.1 0.4 -0.3
Other serious medical condition/disability diagnosed by doctor 0.4 0.5 0.9 0.9 0.3 -1.0 0.4 -0.4 -0.9 0.8
Ever used hormone-replacement therapy (HRT) 0.3 0.4 1.9 0.1 0.6 1.4 0.0 0.1 0.7 0.5
Ever had hysterectomy (womb removed) 1.3 1.5 4.1 -0.6 2.0 1.5 1.5 0.4 0.8 -0.7
Systolic blood pressure, automated reading 0.7 2.1 4.1 -0.9 -1.9 2.0 -0.7 2.0 0.9 -0.9
Eye problems/disorders: Diabetes related eye disease 0.2 0.2 0.5 -0.5 -0.7 -0.1 -0.7 0.2 0.1 -0.6
Angina 1.6 2.2 4.0 1.8 0.1 -1.5 1.3 -1.1 -2.0 1.6
Medication for hormone replacement therapy 1.8 2.0 9.2 -0.3 3.0 -0.2 1.9 -0.8 0.6 0.3
Vitamin and mineral supplements 5.1 7.0 11.9 -3.4 -0.8 1.9 -0.3 3.5 3.3 -3.1
Supplements: Zinc 0.5 0.5 2.4 -0.1 -0.5 0.6 1.5 0.6 0.3 0.0
Medication: Co-codamol 2.5 2.9 10.2 -1.3 2.6 -0.2 3.2 0.0 1.0 -0.8
Medication: Metformin 0.7 0.9 2.0 1.0 0.0 0.2 0.9 -1.3 -1.0 1.4
Diabetes (father) 0.4 0.4 1.8 0.5 -0.6 -0.2 -1.3 -0.3 -0.3 0.7
Diabetes (mother) 1.7 2.1 4.4 -1.2 0.6 0.8 2.1 1.9 1.8 -1.1
Severe depression (siblings) 0.5 0.5 1.7 0.9 -1.3 0.6 0.1 0.5 -0.4 0.7
Pack years adult smoking proportion 1.9 2.9 5.3 2.3 -0.3 -1.1 0.8 -2.2 -1.7 2.3
Impedance of leg (right) 0.1 0.7 2.1 -1.4 0.0 -0.6 -0.4 0.1 0.8 -1.3
Leg fat-free mass (left) 0.2 1.0 2.1 0.4 -0.5 1.4 1.3 1.5 1.1 0.2
Trunk fat percentage 1.0 3.9 10.5 1.5 0.4 -3.2 -0.2 -2.6 -1.9 2.0
Hand grip strength (right) 5.5 15.0 23.0 -4.2 -0.2 4.8 1.9 4.8 4.4 -4.2
Townsend deprivation index at recruitment 3.9 5.4 14.4 -2.4 1.1 0.7 3.8 1.7 2.6 -2.5
Current tobacco smoking 1.5 2.4 9.0 0.6 2.0 -0.7 3.0 -1.5 -0.3 0.9
Average weekly fortified wine intake 0.9 1.0 4.4 -0.7 2.1 -0.5 1.2 -0.6 -0.0 0.2
Maternal smoking around birth 1.1 1.6 5.9 0.5 1.7 -0.5 2.4 -1.4 -0.2 0.3
Fed-up feelings 0.6 1.1 2.1 -0.3 0.8 -1.3 1.4 1.1 1.3 -0.6
Frequency of unenthusiasm / disinterest in last 2 weeks 1.0 1.3 2.6 -1.1 1.6 0.1 1.4 0.8 1.1 -1.1
Relative age voice broke 0.6 0.9 4.2 0.4 0.6 -0.5 0.1 -2.1 -0.9 0.8
Taking other prescription medications 0.2 0.4 0.9 0.6 -0.9 -0.9 -0.3 0.2 -0.4 0.4
Age when periods started (menarche) 0.2 0.6 1.5 -0.5 1.2 -0.9 -0.5 -0.5 -0.6 -0.6
Bilateral oophorectomy (both ovaries removed) 0.3 0.3 0.9 0.3 0.5 -0.7 -1.0 -0.5 0.0 0.5
Heel bone mineral density (BMD) T-score, automated (left) 0.3 0.7 1.3 -1.1 0.5 0.0 1.2 -0.1 0.9 -0.9
Tinnitus: Yes, but not now, but have in the past 2.3 2.4 4.6 1.6 -2.1 -0.8 -2.1 -1.3 -1.1 1.4
Qualifications: CSEs or equivalent 0.7 1.0 2.8 0.8 0.1 -0.8 -0.1 -1.5 -1.7 0.7
Serious illness, injury or assault to yourself 1.3 1.5 4.6 -0.2 1.8 -1.6 2.1 -0.4 0.2 0.1
High blood pressure 0.8 2.2 6.9 0.9 -2.6 0.7 -1.9 1.6 -0.7 0.3
Hayfever, allergic rhinitis or eczema 1.5 3.2 5.9 -2.4 0.6 1.3 0.6 1.8 2.4 -2.3
Multivitamins +/- minerals 5.8 7.3 13.9 3.2 1.6 -2.0 0.7 -3.7 -3.2 3.1
Stomach or abdominal pain in last month 0.4 0.5 1.0 -0.4 0.7 -0.5 0.6 1.0 1.0 -0.4
Supplements: Glucosamine 1.7 2.2 6.0 1.6 0.8 0.4 -0.4 -2.4 -1.6 1.8
Diverticular disease/diverticulitis (self-reported) 0.4 0.5 1.2 -0.2 -1.0 1.1 0.1 0.8 0.9 -0.2
Medication: Atenolol 0.2 0.2 0.4 0.6 -0.6 -0.6 -0.0 -0.2 -0.4 0.6
Medication: Levothyroxine sodium 1.4 2.4 5.0 2.2 -0.7 -0.7 -1.2 -1.2 -2.0 2.0
Sitting height 1.2 8.4 22.5 -2.5 -0.9 2.5 1.2 4.7 4.1 -2.3
Chronic bronchitis/emphysema (father) 0.5 0.6 2.4 -0.4 0.4 1.6 -0.8 0.1 -0.2 -0.7
High blood pressure (mother) 0.7 1.0 2.3 1.0 -1.5 0.5 -1.2 1.4 0.0 0.5
Body mass index (BMI) 0.7 3.0 4.3 2.1 1.2 -1.5 1.3 -2.0 -1.8 2.1
Impedance of leg (left) 0.2 1.1 3.0 -1.7 -0.4 -0.9 -0.6 0.2 0.9 -1.6
Leg predicted mass (left) 0.2 1.0 2.2 0.4 -0.6 1.4 1.2 1.5 1.1 0.3
Trunk fat mass 0.4 1.7 4.4 1.3 0.1 -2.1 0.4 -1.4 -1.1 1.6
Waist circumference 1.2 4.3 8.8 1.9 1.0 -3.0 0.9 -2.7 -1.8 2.3
Number of incorrect matches in round 0.5 0.8 2.1 -1.5 -0.4 0.8 -0.9 1.0 0.7 -0.8
Past tobacco smoking 0.1 0.2 0.6 0.4 0.3 0.4 -0.8 -0.4 -0.1 -0.4
Alcohol usually taken with meals 1.3 2.1 3.8 -1.5 -0.8 1.9 -0.4 2.0 1.5 -1.5
Nervous feelings 0.8 1.6 3.9 -0.8 -0.5 1.9 0.4 1.1 2.0 -1.1
Frequency of tenseness / restlessness in last 2 weeks 0.1 0.2 1.1 0.3 0.4 -0.1 1.0 0.1 0.4 -0.1
Hearing difficulty/problems with background noise 0.2 0.4 0.5 0.7 0.5 0.5 0.4 -0.7 -0.6 0.7
Hair/balding pattern: Pattern 2 1.0 1.3 3.2 1.4 -1.8 0.7 -1.0 -0.5 -0.9 1.3
Had menopause 0.6 0.7 2.2 0.0 -1.0 0.6 -1.5 1.2 0.4 0.0
Had other major operations 1.4 1.7 7.5 -0.5 1.5 0.2 2.7 0.3 1.2 -0.7
Forced vital capacity (FVC) 1.0 4.0 7.7 -1.7 -1.3 2.8 -0.5 2.8 2.0 -1.9
Heel bone mineral density (BMD) T-score, automated (right) 0.4 0.8 2.9 -0.8 0.3 0.6 1.7 -0.2 1.0 -0.8
Ever unenthusiastic/disinterested for a whole week 1.1 1.3 3.2 1.7 0.9 0.1 0.7 -1.0 -0.7 1.8
Qualifications: None of the above 0.5 1.1 5.4 -0.3 2.3 -0.9 0.4 -0.7 0.7 -0.0
Financial difficulties in last 2 years 0.4 0.6 1.5 -0.3 0.4 -1.2 1.2 0.4 0.2 -0.7
Mouth/teeth dental problems 0.3 0.5 1.0 -0.4 -0.7 0.9 -0.5 1.0 0.4 -0.5
Heart attack 1.2 1.5 2.6 1.3 -1.3 -1.6 -1.3 -0.7 -1.1 1.2
Allergy 0.2 0.5 1.4 1.2 -0.5 -0.1 0.2 -0.3 -1.0 1.0
Pain all over the body in last month 0.3 0.3 0.6 0.7 -0.7 -0.7 -0.8 0.1 -0.0 -0.1
Diabetes (self-reported) 0.2 0.3 0.8 0.5 0.0 -0.6 -0.4 -0.4 -0.9 0.7
Hayfever/allergic rhinitis (self-reported) 0.4 0.5 0.9 -0.5 -0.8 0.3 -0.9 1.0 0.8 -0.4
Medication: Ramipril 2.2 2.8 5.9 2.4 -1.1 0.1 -1.3 -0.8 -2.4 2.1
Medication: Simvastatin 0.1 0.1 0.3 -0.1 0.1 0.5 -0.3 0.4 -0.5 -0.5
Fluid intelligence score 2.0 4.2 7.4 2.6 -1.8 -1.2 -1.0 -1.5 -2.7 2.7
Illnesses of siblings 0.2 0.3 1.3 -0.5 1.2 0.2 0.5 -0.3 0.2 -0.4
Neuroticism score 0.8 1.8 4.9 -0.7 0.9 -0.0 1.6 1.7 2.2 -0.8
Weight 0.1 0.6 2.9 0.6 0.6 -0.1 1.7 0.3 0.5 0.7
Impedance of arm (right) 0.4 1.8 5.9 -1.0 -0.7 -2.1 -2.4 -0.4 0.2 -0.6
Arm fat percentage (right) 1.2 4.8 8.2 2.3 0.8 -2.7 0.4 -2.9 -2.4 2.5
Trunk fat-free mass 0.9 4.9 9.8 -0.7 0.1 3.1 2.4 3.1 2.8 -1.0
Hip circumference 0.1 0.4 1.5 0.4 -0.1 -1.2 1.0 0.0 0.2 0.5
Time employed in main current job 0.2 0.2 0.5 -0.7 -0.4 0.1 -0.5 0.2 -0.3 -0.5
Alcohol intake versus 10 years previously 0.8 1.2 3.2 1.1 -1.4 0.4 -1.8 -0.4 -1.1 0.8
Father’s age at death 0.3 0.4 1.5 0.2 -1.0 0.5 -1.2 0.4 0.4 0.3
Worrier / anxious feelings 0.1 0.1 0.6 0.8 -0.3 0.3 -0.1 0.3 0.2 0.3
Frequency of tiredness / lethargy in last 2 weeks 0.8 1.3 3.3 0.8 1.8 -1.3 1.8 -0.4 0.1 0.4
Falls in the last year 2.3 3.1 5.5 2.3 1.4 -0.7 2.0 -2.4 -1.3 1.8
Hair/balding pattern: Pattern 3 0.9 1.4 2.5 0.9 0.8 -1.6 -0.6 -1.3 -1.6 1.1
Number of live births 0.8 1.1 3.2 0.8 1.8 -0.9 1.0 -1.1 -0.6 0.7
Forced expiratory volume in 1-second (FEV1) 0.5 1.7 5.6 0.0 -1.7 2.4 -0.9 1.3 0.5 -0.4
Pulse rate 0.3 0.5 1.7 -0.2 -1.3 -1.1 -0.1 0.3 -0.4 -0.2
Happiness 3.7 4.5 9.8 -1.4 0.8 3.1 1.4 2.6 2.7 -1.8
Noisy workplace 0.1 0.2 0.4 0.5 0.3 -0.3 0.1 -0.6 -0.5 0.4
Qualifications: A levels/AS levels or equivalent 0.2 0.4 1.0 -1.0 1.0 0.3 0.2 0.6 0.7 -0.4
Serious illness, injury or assault of a close relative in last 2 years 0.5 0.6 2.2 -0.2 -0.3 0.4 -0.6 1.5 0.4 -1.1
Mouth/teeth dental problems: Dentures 0.8 1.4 2.8 0.4 1.7 -1.2 1.6 -1.5 -0.5 0.4
Asthma 0.5 1.0 3.6 0.2 -1.9 0.0 -1.7 0.7 -0.4 0.2
Medication: Ibuprofen (e.g. Nurofen) 0.4 0.5 1.8 1.4 -0.9 0.5 -0.1 -0.6 -0.3 0.6
Medication: Cholesterol lowering 0.5 0.7 3.2 0.8 -1.8 0.0 -0.7 0.7 -0.6 0.3
Depression (self-reported) 0.9 1.1 5.5 0.1 1.2 -0.2 2.3 -0.8 0.3 0.3
Medication: Lansoprazole 0.8 0.9 3.3 -0.4 1.1 -1.8 0.6 -1.1 -0.2 -0.4
Prospective memory result 0.4 0.5 1.9 0.1 0.4 -1.4 -1.1 -0.2 -0.5 0.1
Lung cancer (father) 1.3 1.5 6.5 1.1 1.5 0.2 2.5 -0.6 -0.2 0.7
Illnesses of mother 0.7 0.9 2.1 0.2 0.9 -1.1 1.1 -1.4 -0.8 0.5
Forced expiratory volume in 1-second (FEV1), Best measure 0.6 1.9 7.2 -0.3 -1.4 2.7 -0.6 1.5 1.1 -0.8
Pulse wave Arterial Stiffness index 1.9 2.3 3.4 1.8 -1.6 -0.7 -1.5 -1.2 -1.6 1.9
Impedance of arm (left) 0.5 2.5 8.6 -1.2 -0.8 -2.9 -2.5 -0.5 0.0 -0.5
Arm fat mass (right) 0.5 2.0 3.0 1.7 0.8 -1.4 1.1 -1.7 -1.3 1.7
Trunk predicted mass 0.8 4.8 9.5 -0.7 0.1 3.0 2.4 3.1 2.8 -1.0
Standing height 1.3 13.1 28.1 -3.3 -1.3 3.5 1.2 5.3 5.3 -3.2
Length of working week for main job 0.6 0.7 1.4 0.6 0.7 -1.2 -0.3 -1.2 -0.6 0.7
Exposure to tobacco smoke at home 1.0 1.1 2.4 1.5 -0.1 0.2 -0.1 -1.0 -1.6 1.5
Breastfed as a baby 0.3 0.3 0.5 -0.4 0.7 -0.7 -0.7 0.5 0.0 -0.5
Tense / ‘highly strung’ 1.1 1.8 4.5 -1.4 0.8 0.1 0.7 1.8 2.1 -1.1
Seen doctor (GP) for nerves, anxiety, tension or depression 0.6 1.0 2.0 1.4 0.4 0.2 1.4 -0.8 -0.4 1.4
Hair/balding pattern: Pattern 4 0.5 1.1 5.4 0.6 -1.4 2.3 0.3 0.3 -0.2 0.0
Birth weight of first child 1.0 1.9 2.6 -1.2 1.4 1.4 1.5 1.3 1.6 -1.1
Peak expiratory flow (PEF) 1.4 3.3 13.2 -0.9 -1.7 3.6 -1.5 1.7 0.8 -0.7
Pulse wave reflection index 6.9 8.5 13.1 3.1 -0.7 -2.2 -3.0 -3.6 -3.4 3.3
Ever highly irritable/argumentative for 2 days 0.4 0.4 1.8 -0.1 1.4 -0.0 0.0 0.7 0.9 -0.4
Loud music exposure frequency 0.6 0.6 1.3 1.0 -0.4 0.8 -1.2 -0.1 -0.8 0.8
Qualifications: O levels/GCSEs or equivalent 0.2 0.4 1.6 -0.0 -1.3 0.6 -0.8 0.2 -0.1 -0.1
Mouth/teeth dental problems: Bleeding gums 0.5 0.6 2.3 -0.1 -1.5 0.2 -1.3 0.4 0.4 -0.3
Blood clot in the leg (DVT) 5.8 7.5 13.0 2.9 -0.2 -2.5 -1.6 -3.6 -3.5 3.1
Medication: Paracetamol 0.6 1.0 2.2 1.1 0.5 1.3 1.5 -0.7 -0.9 0.7
Headache pain in last month 0.3 0.5 1.6 -0.4 0.8 -0.5 1.3 0.1 0.6 -0.5
Medication for cholesterol, blood pressure or diabetes 0.6 1.0 2.9 -0.6 1.7 -0.0 1.6 -0.9 0.7 -0.2
Glaucoma (self-reported) 1.1 1.3 2.2 -1.4 0.3 0.0 -0.9 1.5 1.4 -1.4
Gout (self-reported) 1.1 1.5 3.5 1.3 -0.0 -1.4 -0.6 -1.0 -1.9 1.4
Hypothyroidism/myxoedema (self-reported) 0.8 1.6 3.3 1.8 -0.4 -0.2 -1.0 -1.0 -1.7 1.8
Medication: Amlodipine 0.1 0.1 0.2 0.3 -0.3 -0.1 0.1 -0.1 -0.5 0.5
Medication: Ventolin 100micrograms inhaler 0.3 0.3 1.2 -0.5 -0.2 -0.3 -1.1 0.8 0.3 -0.1
Birth weight 0.8 1.8 6.1 -0.5 0.2 1.3 1.4 2.5 1.4 -0.7
Chronic bronchitis/emphysema (mother) 1.4 1.7 4.5 0.7 2.1 -0.6 1.1 -2.0 -0.7 0.8
High blood pressure (siblings) 1.4 2.0 5.1 -1.0 -1.5 1.0 0.5 2.3 1.6 -1.3
Forced vital capacity (FVC), Best measure 1.0 3.6 6.3 -1.7 -1.3 2.5 -0.7 2.5 2.2 -1.9
Body fat percentage 1.1 4.2 9.8 1.8 0.4 -3.1 -0.1 -2.6 -2.2 2.1
Leg fat percentage (right) 0.8 2.9 4.8 1.9 0.7 -1.9 0.9 -2.2 -1.9 1.9
Arm fat-free mass (right) 0.5 2.7 6.3 -0.6 -0.1 2.0 1.9 2.5 2.0 -0.8
Exposure to tobacco smoke outside home 1.8 2.3 5.6 1.6 1.3 -0.9 -0.1 -2.4 -1.5 1.8
Comparative body size at age 10 3.5 9.7 19.1 4.1 -1.1 -1.7 -0.6 -3.7 -3.7 4.4
Number of full brothers 1.5 1.9 5.4 1.1 2.3 -1.2 0.5 -1.2 -1.4 1.3
Worry too long after embarrassment 0.5 0.8 2.1 -0.5 1.4 -0.1 1.2 0.3 1.2 -0.6
Seen a psychiatrist for nerves, anxiety, tension or depression 0.7 0.9 1.7 1.3 0.8 -0.2 1.0 -1.0 -0.6 1.3
Wheeze or whistling in the chest in last year 0.7 1.2 2.9 1.2 0.2 -0.9 0.9 -1.7 -1.0 1.1
Number of children fathered 0.7 0.8 2.6 -0.4 0.4 -0.9 0.5 1.6 1.0 -0.8
Reason for reducing amount of alcohol drunk: Health precaution 0.1 0.1 0.2 -0.4 0.4 0.5 0.2 0.3 0.5 -0.4
Age at first live birth 0.6 1.1 6.2 -0.2 -0.7 0.6 -2.5 0.1 -0.6 -0.4
Pulse wave peak to peak time 3.0 3.6 5.1 -2.2 1.6 1.1 1.8 1.8 2.2 -2.3
Health satisfaction 0.4 0.5 1.4 0.5 0.9 -1.2 0.8 0.2 -0.1 0.5
Shortness of breath walking on level ground 3.1 3.6 7.8 1.7 2.2 -2.0 0.3 -2.8 -1.8 1.6
Qualifications: College or University degree 0.4 1.2 2.1 -0.2 -1.4 1.4 1.3 1.1 1.0 -0.4
Eye problems/disorders: None of the above 0.8 1.0 2.1 1.0 -0.4 0.8 0.6 -1.5 -1.1 1.2
Mouth/teeth dental problems: Loose teeth 0.6 0.7 2.4 0.9 1.5 -0.7 0.6 -0.8 -0.2 0.5
Emphysema/chronic bronchitis 0.5 0.6 2.4 0.1 0.8 -1.6 1.1 -0.3 0.0 0.2
Medication for pain relief, constipation, heartburn 1.0 1.7 4.6 -2.1 -0.0 0.5 -0.7 1.1 1.9 -1.4
Neck or shoulder pain in last month 0.2 0.3 0.6 0.6 -0.4 0.8 -0.5 -0.2 -0.8 0.4
Medication: Blood pressure 1.3 2.3 7.0 0.8 -2.6 0.6 -2.6 0.9 -0.8 0.2
Angina (self-reported) 2.1 2.8 5.5 2.1 0.2 -1.6 1.2 -1.5 -2.3 1.9
Migraine (self-reported) 1.5 1.9 2.8 -1.4 1.2 0.6 1.7 1.5 1.6 -1.3
Medication: Ibuprofen 1.1 1.3 4.3 2.1 -0.8 0.5 0.1 -1.1 -1.0 1.4
Medication: Allopurinol 0.9 1.3 3.2 1.2 -0.1 -1.0 -1.0 -0.9 -1.8 1.1
Medication: Omeprazole 1.0 1.2 4.5 0.8 -0.6 -2.1 -0.2 -0.5 -1.4 0.8
Medication: Seretide 50 evohaler 0.3 0.4 1.6 -0.4 1.3 -0.1 0.2 -0.5 -0.5 0.6
Mean time to correctly identify matches 2.0 3.8 9.9 2.2 -1.5 -1.5 -3.2 -1.2 -1.9 1.4
Heart disease (mother) 0.1 0.1 0.4 -0.5 -0.0 0.6 -0.3 -0.2 0.1 -0.4
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.9 1.1 5.0 -1.3 2.2 0.6 0.2 -0.3 0.2 -0.6
Whole body fat mass 0.3 1.3 3.3 1.2 0.3 -1.8 0.6 -1.1 -0.9 1.4
Leg fat mass (right) 0.5 2.0 3.2 1.8 0.2 -1.4 0.9 -1.5 -1.5 1.8
Arm predicted mass (right) 0.5 2.4 4.9 -0.2 0.2 2.2 2.2 2.0 1.7 -0.4
Pulse rate, automated reading 0.2 0.6 1.7 -0.9 -0.3 -1.3 1.2 0.1 0.2 -0.6
Alcohol intake frequency. 0.8 1.8 2.5 -1.4 1.5 -1.1 1.5 0.7 1.6 -1.5
Comparative height size at age 10 2.1 11.4 23.8 -3.3 -0.6 3.3 2.1 4.9 4.9 -2.4
Number of full sisters 2.2 2.7 5.2 2.0 -0.1 -1.4 0.4 -1.8 -2.3 2.1
Suffer from ‘nerves’ 0.3 0.5 1.7 1.0 0.5 0.3 1.3 -0.2 0.2 0.9
Overall health rating 0.7 1.5 3.0 1.7 -1.1 -1.7 -0.6 -0.2 -1.2 1.2
Chest pain or discomfort 1.8 2.6 4.7 1.9 -0.3 -1.9 0.3 -1.6 -2.2 1.7
Had major operations 1.3 1.5 2.8 1.6 -1.3 -0.8 -1.4 -0.4 -0.9 1.7
Age at last live birth 0.4 0.6 3.2 0.2 -0.5 0.1 -1.8 -0.1 -0.9 -0.2
Family relationship satisfaction 1.7 2.1 3.8 -1.0 1.8 0.3 2.0 1.5 1.9 -0.9
Leg pain on walking 1.8 2.2 4.6 2.1 0.3 -0.9 -0.6 -1.6 -1.9 1.9
Qualifications: NVQ or HND or HNC or equivalent 0.1 0.1 0.2 -0.3 0.0 0.3 -0.3 -0.5 -0.4 -0.3
Commuting to job workplace: Car/motor vehicle 0.4 0.5 1.8 -0.2 -0.3 -1.3 -1.0 0.1 -0.5 -0.5
Illness, injury, bereavement, stress in last 2 years 0.8 1.0 2.8 -0.5 -1.0 1.3 -1.7 0.6 0.7 -0.4
Medication: Aspirin 0.7 1.0 2.3 1.2 -0.4 -1.0 -0.2 -0.7 -1.5 1.1
Supplements: Vitamin C 1.3 1.5 3.7 1.1 0.1 -1.9 -0.3 -1.5 -1.5 1.2
Knee pain experienced in last month 0.6 0.9 2.2 -0.1 1.5 -1.4 0.9 -1.1 -0.3 0.2
Hypertension (Self-reported) 1.0 2.8 9.1 0.7 -3.0 1.2 -2.1 2.0 -0.4 -0.0
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 0.3 0.4 1.8 0.2 0.5 -1.3 0.8 -0.3 -0.3 0.2
Illnesses of father: Heart disease 0.3 0.5 2.1 0.4 -1.5 -0.1 -0.2 0.7 -0.7 0.1
Illnesses of siblings: Diabetes 0.4 0.6 1.1 -1.0 0.1 0.6 1.0 0.4 0.7 -0.9
Smoking status: Previous 0.7 1.0 3.4 -1.3 -1.1 -0.4 -0.2 1.9 0.4 -0.6
Forced expiratory volume in 1-second (FEV1), predicted 0.7 1.4 3.2 -1.2 -0.6 1.0 0.9 1.8 1.5 -1.0
Whole body fat-free mass 0.5 2.8 5.8 -0.3 -0.2 2.4 1.9 2.4 2.1 -0.5
Leg fat-free mass (right) 0.2 1.2 3.1 0.0 -0.7 1.4 1.2 1.8 1.3 -0.1
Arm fat percentage (left) 1.3 5.3 10.5 2.3 0.6 -3.2 0.1 -2.9 -2.5 2.5
Average weekly red wine intake 3.5 5.2 9.7 -2.0 -1.2 2.5 0.5 3.1 3.0 -2.5
Handedness (chirality/laterality): Left-handed 0.3 0.3 1.2 -0.4 -0.2 -1.1 -0.7 0.6 0.3 0.0
Mood swings 1.7 3.1 9.3 -1.4 -0.2 0.7 0.4 3.0 2.4 -2.1
Loneliness, isolation 0.5 0.6 2.0 -0.0 1.0 -1.4 1.1 -0.3 0.3 0.1
Long-standing illness, disability or infirmity 0.9 1.4 3.1 1.8 0.1 -1.2 1.0 -0.6 -1.1 1.7
Ever had bowel cancer screening 0.8 0.9 2.5 0.3 1.2 -1.3 0.1 -1.6 -0.8 0.5
Diabetes diagnosed by doctor 0.4 0.6 1.1 0.6 0.5 -1.1 0.8 -0.6 -0.9 0.8
Ever had stillbirth, spontaneous miscarriage or termination 1.0 1.1 2.6 1.0 0.8 -1.0 1.6 -1.3 -0.3 0.7
Friendships satisfaction 1.4 1.8 4.8 -1.4 0.8 0.3 0.9 1.5 2.2 -1.4
Qualifications: nursing, teaching 0.9 1.4 3.0 -1.4 1.2 1.1 1.7 0.1 1.1 -1.0
Commuting to job workplace: Walk 0.4 0.5 1.1 0.8 -1.1 1.0 0.2 -0.0 0.1 0.8
Eye problems/disorders: Cataract 0.5 0.6 3.1 -0.5 -0.2 0.1 -0.4 1.8 0.3 -0.8
Mouth/teeth dental problems: Mouth ulcers 0.3 0.4 1.2 -0.9 0.8 -0.4 -0.5 0.1 1.1 -0.4
Medication for cholesterol 0.6 0.9 1.9 1.1 -1.4 0.3 -1.2 -0.5 -0.7 0.9
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.3 0.3 0.8 0.9 0.4 0.7 0.6 -0.7 -0.3 0.3
Back pain experienced in last month 1.3 2.0 4.4 1.4 1.4 -1.0 1.3 -2.1 -1.0 1.3
Mineral and other dietary supplements 2.1 2.8 6.8 -1.5 -1.6 0.8 0.0 2.6 1.7 -2.1
Breast cancer (self-reported) 0.6 0.8 1.8 -1.3 0.4 0.3 0.6 0.8 1.0 -1.1
Asthma (self-reported) 0.4 0.8 2.8 -0.1 -1.7 -0.2 -1.4 1.0 -0.0 -0.1
Osteoporosis (self-reported) 0.5 0.7 3.1 -0.5 0.4 0.7 1.8 0.3 0.7 -0.4
Osteoarthritis (self-reported) 0.1 0.2 0.5 0.7 -0.3 -0.1 -0.4 -0.1 -0.2 0.7
Medication: Aspirin 0.9 1.2 2.2 1.3 -1.1 -1.0 -0.2 -0.5 -1.5 1.3
Medication: Gliclazide 0.5 0.6 2.2 0.1 0.5 -1.5 -0.8 -0.3 -0.9 0.5
Illnesses of father: None of the above (group 1) 1.3 1.6 4.4 -0.6 1.9 0.3 2.1 -0.7 1.3 -1.0
Smoking status: Current 1.5 2.5 9.3 0.5 2.1 -0.5 3.1 -1.4 -0.2 0.9
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.6 1.3 4.8 -0.8 -0.3 2.2 -1.0 1.3 0.3 -0.7
Whole body water mass 0.5 3.1 6.5 -0.3 -0.2 2.5 1.9 2.6 2.2 -0.6
Leg predicted mass (right) 0.2 1.2 2.8 0.1 -0.7 1.4 1.2 1.7 1.2 0.0
Arm fat mass (left) 0.4 1.8 3.1 1.5 0.7 -1.8 1.0 -1.5 -1.1 1.6
Number of self-reported non-cancer illnesses 0.1 0.2 0.8 0.3 0.1 -0.9 0.3 0.6 -0.1 0.1
Average weekly champagne plus white wine intake 0.2 0.3 1.6 -0.2 -1.3 0.4 -0.0 0.4 0.1 -0.4
Miserableness 0.7 1.2 2.1 -0.9 0.7 -0.7 1.0 1.5 1.4 -1.3
Guilty feelings 0.3 0.4 0.9 -0.4 0.5 -0.6 -0.9 0.9 0.5 -0.5
Wears glasses or contact lenses 1.0 1.2 4.8 -0.3 -0.5 2.2 -0.6 1.2 1.1 -0.5
Ever taken oral contraceptive pill 0.5 0.6 1.3 -1.1 0.0 0.7 0.6 0.6 0.5 -1.1
Hearing aid user 0.3 0.3 1.8 0.5 -0.4 1.3 0.3 0.1 -0.0 0.1
Mother’s age at death 0.6 0.7 1.8 -0.0 -0.3 -1.3 -1.4 -0.7 -0.9 0.3
Financial situation satisfaction 0.4 0.5 1.6 0.5 -0.3 0.9 -0.7 1.2 0.2 -0.0
Tinnitus: Yes, now most or all of the time 0.7 0.8 2.3 0.7 1.5 -0.1 -0.1 -0.5 -1.2 1.1
Commuting to job workplace: Public transport 1.2 1.4 2.9 1.4 -0.4 0.4 0.5 -1.2 -1.7 1.6
Eye problems/disorders: Glaucoma 1.4 1.6 3.0 -1.5 0.0 -0.4 -1.0 1.7 1.5 -1.7
Medication: Blood pressure 0.3 0.6 1.6 0.9 -1.3 0.3 -0.5 0.4 -0.7 0.7
Pain type(s) experienced in last month: Hip pain 0.7 0.8 1.8 1.3 -0.4 0.6 0.6 -1.0 -0.8 1.4
Supplements: Fish oil (including cod liver oil) 1.7 2.2 5.7 1.5 1.0 -0.9 -0.4 -2.4 -1.7 1.7
High cholesterol (Self-reported) 0.6 1.0 2.6 -1.2 0.8 -0.1 0.5 1.1 1.0 -1.6
Medication: Bendroflumethiazide 0.3 0.4 2.0 0.4 -1.4 -0.1 -0.5 -0.1 -0.6 0.4
Medication: Paracetamol 0.5 0.7 2.1 0.6 0.3 1.3 1.5 -0.3 -0.7 0.3
Medication: Lisinopril 3.7 4.8 8.1 -1.5 -2.1 2.8 -0.6 2.8 2.2 -2.3
Medication: Atorvastatin 0.7 0.8 5.0 0.2 -0.4 -0.6 2.2 0.5 0.2 0.2
Illnesses of father: High blood pressure 0.4 0.5 2.0 0.2 -0.3 1.0 -0.2 1.4 0.3 0.3
Alcohol drinker status: Never 1.1 1.4 2.3 -1.4 0.3 0.3 1.0 1.4 1.5 -1.5
Ever smoked 0.3 0.6 2.2 -0.0 -0.1 -1.0 1.5 -0.4 0.0 0.8
Basal metabolic rate 0.4 2.0 3.8 -0.0 -0.0 1.9 1.9 1.9 1.7 -0.2
Leg fat percentage (left) 0.7 2.7 4.2 1.9 0.2 -1.8 0.8 -2.1 -1.9 1.8
Arm fat-free mass (left) 0.4 2.0 4.5 0.2 -0.0 2.1 2.0 1.8 1.6 -0.1
Number of operations (self-reported) 0.4 0.6 2.1 0.1 1.1 0.0 1.4 0.1 0.7 0.1
Average weekly beer plus cider intake 0.7 1.0 1.9 0.8 0.4 -1.2 -0.4 -1.3 -1.4 0.9
Irritability 2.5 4.3 9.1 -2.3 -0.3 1.2 0.0 3.0 3.0 -2.3
Risk taking 2.2 3.2 9.8 -0.4 3.1 -1.5 2.7 -1.2 1.1 -0.3
Ever had prostate specific antigen (PSA) test 0.8 0.9 4.2 -0.1 2.1 -0.8 1.0 -0.6 -0.0 -0.2
Fractured/broken bones in last 5 years 2.9 3.8 9.6 3.1 0.5 -0.8 0.1 -1.7 -2.3 2.8
Age started oral contraceptive pill 0.2 0.3 0.7 -0.6 0.4 0.4 -0.7 0.2 0.1 -0.9
Diastolic blood pressure, automated reading 0.1 0.3 1.1 -0.2 -1.0 -0.2 0.4 0.8 -0.2 0.0
Ever depressed for a whole week 1.0 1.2 2.3 1.5 1.1 0.3 0.8 -1.1 -0.8 1.5
Unable to work because of sickness or disability 0.4 0.5 2.8 0.0 0.5 -0.3 1.7 -0.2 -0.1 -0.3
Commuting to job workplace: Cycle 0.2 0.3 0.7 0.4 -0.5 0.4 0.7 -0.4 -0.4 0.8
Myopia 0.7 1.1 2.4 -1.6 -1.1 0.4 -0.5 1.1 0.7 -1.4
Vascular/heart problems diagnosed by doctor 0.8 2.3 8.6 -1.1 2.9 -0.9 1.4 -1.7 0.8 -0.5
Cholesterol lowering medication 0.5 0.8 3.6 0.0 0.8 -0.8 1.9 -0.4 -0.7 0.1
Medication: Omeprazole (e.g. Zanprol) 0.3 0.4 1.5 0.3 -0.1 -1.2 0.2 -0.5 -0.8 0.4
Pain experienced in last month 0.2 0.3 0.8 -0.1 -0.9 0.3 -0.9 0.3 -0.1 0.1
Supplements: Calcium 0.5 0.5 3.0 -0.2 -0.2 1.7 0.1 0.6 0.5 -0.2
Basal cell carcinoma (self-reported) 0.2 0.2 1.0 0.3 1.0 -0.1 0.2 0.1 -0.3 0.3
Heart attack/myocardial infarction (self-reported) 1.1 1.5 2.3 1.1 -1.5 -1.5 -1.3 -0.4 -1.1 1.2
Deep venous thrombosis (DVT) (self-reported) 5.7 7.3 13.3 2.9 0.0 -2.6 -1.4 -3.6 -3.4 3.1
Heart disease (siblings) 0.1 0.1 0.1 0.3 0.4 0.3 -0.1 -0.2 0.4 -0.1
Alcohol drinker status: Previous 0.8 0.9 4.0 -0.4 1.3 -2.0 0.5 0.1 -0.1 -0.4
Pack years of smoking 2.1 3.0 5.5 2.3 -0.3 -1.2 0.5 -2.3 -1.8 2.3
Impedance of whole body 0.4 1.9 5.1 -1.5 -0.8 -2.3 -2.1 -0.3 0.3 -0.9
Leg fat mass (left) 0.5 1.8 3.0 1.7 -0.0 -1.4 0.9 -1.3 -1.4 1.7
Arm predicted mass (left) 0.4 2.1 4.7 0.2 -0.0 2.2 2.0 1.8 1.6 -0.1