Hub : Genes

GNPDA1

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 Skin Not Sun Exposed Suprapubic 0.1770 0.0540 1.1e-03 0.023 NA -0.003 NA 0.013 2.0e-02 NA 5.1e-01 NA 6.2e-02
2 GTEx Skin Sun Exposed Lower leg 0.1060 0.0340 7.8e-04 0.000 NA 0.004 NA 0.002 2.9e-01 NA 1.5e-01 NA 2.3e-01
3 METSIM Adipose 0.0970 0.0300 2.2e-05 0.029 0.019 0.021 0.020 0.036 2.6e-05 5.4e-04 3.6e-04 5.1e-04 3.5e-06
4 ROSMAP Brain Pre-frontal Cortex 0.1039 0.0303 5.3e-06 0.016 0.032 0.057 0.047 0.057 3.0e-03 5.2e-05 8.3e-08 1.1e-06 6.8e-08
5 YFS Blood 0.0599 0.0141 1.4e-11 0.027 0.042 0.037 0.042 0.036 3.1e-09 1.2e-13 2.7e-12 1.4e-13 8.9e-12
6 TCGA Thyroid Carcinoma 0.1110 0.0570 8.2e-03 0.004 0.025 0.010 NA 0.005 1.2e-01 1.5e-03 3.1e-02 NA 1.1e-01

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6
Bipolar Disorder (2018) 0.2 0.4 0.9 -0.3 -0.5 0.5 -0.8 1.0 -0.2
Bipolar Disorder or Schizophrenia 0.6 1.3 2.6 -1.6 -0.6 0.4 -1.6 1.5 0.4
Depressed Affect (Nagel 2018) 0.1 0.2 0.7 0.4 -0.1 0.0 -0.1 -0.7 -0.8
Depression (Nagel 2018) 1.8 2.7 8.0 1.9 0.8 0.8 -1.5 1.0 -2.8
Intelligence (Savage-Jansen 2018) 0.6 1.7 3.9 -2.0 -1.3 -0.6 1.6 -0.7 1.1
Neuroticism (Nagel 2018) 0.2 0.5 0.9 0.4 -0.4 -0.7 -0.9 -0.6 -0.9
Schizophrenia (2018) 0.6 1.2 3.3 -1.8 -0.3 0.1 -1.4 1.2 0.6
Schizophrenia vs Biploar Disorder 0.7 1.0 3.3 -0.1 1.8 0.5 0.8 -1.0 -0.7
Worry (Nagel 2018) 0.2 0.4 1.1 0.5 0.5 -0.3 -0.9 0.3 -1.0
Alzheimer’s Disease (in mother) 1.3 1.5 4.0 1.1 -0.4 1.3 -2.0 1.3 0.6
Alzheimer’s Disease (in father) 0.9 1.0 2.7 0.1 -1.6 -0.9 -1.0 0.9 0.7
Alzheimer’s Disease (including proxy) 2.2 3.1 8.8 0.7 -3.0 0.0 -2.5 1.8 0.5
Crohns Disease (2017) 3.7 8.1 18.6 2.6 3.9 1.9 -0.7 4.3 -2.1
Irritable Bowel Disease (IBD) 3.4 8.0 20.2 3.1 4.5 1.9 -0.0 2.9 -2.5
Ulcerative Colitis (UC) 2.2 4.2 12.4 2.3 3.5 1.5 0.4 0.9 -2.1
Major Depression (MDD) 0.3 0.4 1.2 0.1 -0.7 -0.7 0.2 -1.1 -0.4
Reaction Time 0.3 0.5 2.4 -0.5 -0.1 -1.5 0.2 -0.1 -0.4
Verbal and Numeric Reasoning (VNR) 1.4 3.3 12.6 -1.0 -0.8 0.6 3.5 -1.6 1.6
Breast Cancer 0.8 1.9 4.8 1.2 2.2 1.2 -0.6 1.8 -0.2
Ovarian Cancer 0.3 0.4 1.5 -0.2 -0.5 -0.7 0.0 -0.0 1.2
Prostate Cancer 1.5 2.1 3.7 -1.7 -1.1 -1.7 -1.9 -1.1 0.9
Age at First Birth 0.6 0.9 2.2 -1.2 -0.6 -0.9 0.2 -1.5 0.5
Bipolar Disorder (2011) 0.9 0.9 2.7 0.6 -0.6 0.5 -1.3 1.6 0.0
Body Mass Index (BMI) (2010) 0.7 0.9 2.2 -0.5 -0.4 0.6 -1.3 1.5 -1.0
Coronary Artery Disease (CAD) 2.9 3.5 6.8 -2.1 -0.9 -2.6 0.8 -1.3 2.5
Crohns Disease (2012) 2.5 4.0 8.7 1.6 2.5 1.8 -0.6 3.0 -1.6
Mean Putamen Volume 0.7 0.8 2.8 0.1 0.6 1.7 0.5 1.1 -0.1
Fasting Glucose 0.2 0.2 0.4 -0.2 -0.1 -0.6 0.6 -0.4 0.7
HbA1C 1.5 1.7 4.2 1.1 1.2 -0.9 -2.0 1.2 1.0
HDL Cholesterol 0.6 1.0 1.9 -0.7 -1.4 0.6 1.0 1.1 -0.8
LDL Cholesterol 0.4 0.7 1.9 0.3 -0.3 -1.4 -0.9 -0.5 1.1
Lupus 0.7 1.0 4.1 -0.2 -0.7 -1.1 -2.0 0.1 -0.7
Neuroticism (2016) 0.0 0.1 0.1 -0.2 -0.2 0.3 -0.3 -0.2 -0.3
Primary Biliary Cirrhosis 0.6 0.8 1.9 0.8 1.4 1.3 0.0 -0.1 -0.9
Rheumatoid Arthritis 1.5 2.0 5.5 0.9 0.6 -2.2 0.1 -2.3 1.0
Schizophrenia (2014) 0.5 1.2 4.6 -2.1 -0.7 -0.4 -1.2 0.3 0.6
Triglycerides 0.5 0.8 1.9 0.9 0.5 0.0 -1.4 -1.3 0.4
Type 2 Diabetes (T2D) (2012) 0.3 0.4 0.7 0.1 -0.6 -0.8 -0.9 0.8 0.3
Ulcerative Colitis 0.8 1.2 2.7 0.9 1.2 1.6 0.3 0.2 -1.3
Blood Eosinophil Count 7.1 54.8 158.8 9.2 12.6 4.5 2.9 3.2 -6.8
Blood Platelet Count 2.9 34.0 59.1 7.1 5.8 5.6 0.1 7.7 -5.5
Blood Red Count 0.6 5.9 21.6 2.4 2.1 -1.2 -1.4 4.7 0.2
Blood White Count 2.5 18.7 50.4 5.6 7.1 3.6 1.8 3.3 -1.7
Heel T-Score 0.2 1.4 3.6 0.6 0.9 -0.3 1.6 1.9 -0.8
BMI 0.2 1.0 4.9 -2.2 0.3 0.1 0.4 0.7 0.1
Height 0.4 7.3 21.5 -0.2 0.2 -4.6 -2.9 -3.5 1.2
Waist Hip Ratio (WHR) 0.3 1.4 7.8 2.8 -0.5 0.5 0.3 -0.2 0.1
Systolic Blood Pressure 0.9 4.7 9.7 -0.8 1.5 -0.7 -2.9 3.1 2.7
Smoking Status 0.6 1.5 2.4 -1.5 -0.7 -1.4 1.5 -1.4 -0.1
Allergy or Eczema 3.3 8.7 27.4 3.0 5.2 1.0 1.1 1.9 -3.1
Cardiovascular Disease 0.9 3.0 7.1 0.7 2.7 -0.4 -1.8 1.2 2.3
Hypothyroidism (self reported) 0.4 0.8 3.6 0.2 0.6 0.2 -1.9 0.9 0.2
Respiratory disease 2.7 6.1 23.0 2.9 4.8 0.2 1.9 -0.5 -0.8
Type 2 Diabetes (T2D) (2018) 0.6 1.1 3.2 1.8 1.6 0.2 -0.3 -0.7 -0.4
Lung FEV1/FVC ratio 1.3 6.6 23.0 -1.0 -4.8 -0.9 0.7 -1.0 3.6
Lung FVC 0.6 2.8 8.0 2.8 0.0 1.6 -0.2 0.9 -2.4
Neuroticism 0.1 0.4 1.0 0.1 -0.2 0.0 -1.0 -0.3 -1.0
Chronotype (morning person) 2.3 5.4 10.5 1.9 1.1 2.5 -1.7 3.2 -2.9
Hair Pigment 0.1 2.2 5.9 -2.0 -1.5 -2.4 -0.1 -0.6 0.8
Tanning 0.1 0.9 2.0 -0.0 1.3 -1.4 -0.7 0.8 0.4
Hand grip strength (left) 0.8 2.1 7.6 -1.1 -0.5 -1.3 -2.8 1.1 0.7
Number of treatments/medications taken 1.3 2.4 7.1 1.9 2.7 0.8 1.0 0.8 -1.1
Average weekly spirits intake 0.7 0.9 1.9 0.9 1.1 1.4 -0.4 -0.8 -0.7
Sensitivity / hurt feelings 0.4 0.7 2.0 0.8 0.3 -0.1 -1.2 1.4 -0.4
Frequency of depressed mood in last 2 weeks 0.9 1.3 3.6 1.1 1.2 1.2 0.0 0.5 -1.9
Hearing difficulty/problems: Yes 1.9 2.9 8.1 -0.4 -1.8 -0.7 2.2 -2.9 0.5
Relative age of first facial hair 0.4 0.8 2.6 1.0 1.6 1.0 -0.1 0.2 -0.7
Other serious medical condition/disability diagnosed by doctor 0.5 0.6 2.4 0.1 0.6 -0.5 0.8 -1.6 0.4
Ever used hormone-replacement therapy (HRT) 0.4 0.5 1.2 1.1 0.9 0.5 0.3 0.0 -0.7
Ever had hysterectomy (womb removed) 1.8 2.0 6.0 -2.4 -0.6 -2.1 -0.5 -0.2 1.0
Systolic blood pressure, automated reading 0.8 2.3 4.3 -1.3 1.0 -1.4 -0.9 2.1 2.0
Eye problems/disorders: Diabetes related eye disease 0.4 0.4 1.0 0.0 0.7 1.0 -0.5 -0.8 -0.1
Angina 0.5 0.7 1.7 -1.3 1.0 -0.0 -0.4 -0.7 -1.0
Medication for hormone replacement therapy 0.9 1.0 3.0 1.4 0.3 0.4 1.7 0.1 0.9
Vitamin and mineral supplements 1.5 2.0 5.0 2.2 1.2 1.5 1.2 0.2 -1.4
Supplements: Zinc 2.0 2.2 4.1 -1.9 -0.7 1.0 -2.0 2.0 0.2
Medication: Co-codamol 1.7 2.0 4.8 2.2 2.0 1.4 0.6 0.3 -0.9
Medication: Metformin 0.2 0.3 0.8 0.2 0.3 -0.9 0.6 -0.6 -0.6
Diabetes (father) 0.2 0.2 0.7 -0.3 0.1 -0.8 -0.1 0.4 -0.5
Diabetes (mother) 0.6 0.8 1.8 1.1 0.3 -0.5 -1.2 -0.3 1.3
Severe depression (siblings) 0.5 0.6 1.7 0.5 0.8 -0.3 -0.7 -0.5 1.3
Pack years adult smoking proportion 0.8 1.2 5.8 -0.5 1.0 0.3 -0.4 -0.0 -2.4
Impedance of leg (right) 1.2 5.8 24.0 4.9 1.1 1.7 -0.7 2.1 -1.2
Leg fat-free mass (left) 0.8 4.2 8.0 -2.8 -0.3 -2.5 -1.7 -2.1 1.8
Trunk fat percentage 0.9 3.7 12.2 1.4 3.5 1.3 0.1 1.6 -2.0
Hand grip strength (right) 0.7 2.0 6.0 -1.4 -0.5 -1.7 -2.4 0.2 0.9
Townsend deprivation index at recruitment 0.3 0.4 1.6 0.4 0.6 1.3 0.3 0.3 0.3
Current tobacco smoking 0.5 0.9 2.1 0.0 1.1 0.5 1.5 -1.2 -0.4
Average weekly fortified wine intake 1.1 1.2 3.8 1.3 1.9 0.6 0.5 0.2 -1.1
Maternal smoking around birth 0.6 0.8 2.4 1.5 1.4 0.5 0.3 -0.5 0.1
Fed-up feelings 0.2 0.3 0.8 0.5 -0.8 -0.0 -0.9 -0.1 -0.4
Frequency of unenthusiasm / disinterest in last 2 weeks 1.8 2.4 4.8 1.8 0.5 2.2 0.6 0.8 -2.2
Relative age voice broke 1.2 1.8 3.6 1.9 1.8 0.9 0.5 0.7 -1.6
Taking other prescription medications 3.2 4.9 11.6 2.5 3.4 0.7 2.7 0.3 -1.9
Age when periods started (menarche) 0.9 2.1 6.5 0.7 2.5 -0.1 1.5 -1.8 -0.2
Bilateral oophorectomy (both ovaries removed) 0.2 0.3 0.6 -0.6 -0.2 -0.8 0.7 -0.2 0.1
Heel bone mineral density (BMD) T-score, automated (left) 0.4 1.0 2.9 -0.9 -0.3 -0.1 -1.4 1.7 0.4
Tinnitus: Yes, but not now, but have in the past 1.0 1.1 3.5 1.9 0.7 0.9 1.0 0.7 -0.5
Qualifications: CSEs or equivalent 0.7 0.9 2.6 0.7 -1.6 0.7 -0.8 1.0 -0.3
Serious illness, injury or assault to yourself 0.7 0.9 3.8 -0.1 -0.0 2.0 -0.3 -0.5 1.1
High blood pressure 0.2 0.5 0.9 -0.9 0.4 -0.4 -0.6 0.9 0.9
Hayfever, allergic rhinitis or eczema 2.7 5.9 14.7 2.4 3.8 1.3 0.4 1.7 -3.2
Multivitamins +/- minerals 2.0 2.6 6.3 -1.8 -1.4 -1.5 -2.5 0.1 1.3
Stomach or abdominal pain in last month 0.3 0.4 1.1 0.2 0.1 0.4 0.2 -1.1 0.9
Supplements: Glucosamine 0.4 0.5 1.9 0.1 0.6 -0.4 -0.6 -0.2 -1.4
Diverticular disease/diverticulitis (self-reported) 0.9 1.1 2.9 0.6 1.5 1.7 1.0 0.1 0.6
Medication: Atenolol 0.4 0.5 0.9 -0.5 -0.9 -0.2 0.5 -0.6 1.0
Medication: Levothyroxine sodium 0.6 1.0 2.1 -1.4 -1.0 0.4 -1.4 -0.0 0.7
Sitting height 0.8 5.4 13.9 -1.9 -1.8 -3.7 -1.7 -2.5 1.6
Chronic bronchitis/emphysema (father) 0.8 1.0 4.1 -1.2 0.1 -2.0 -0.4 -0.1 0.2
High blood pressure (mother) 0.7 1.0 3.7 -0.5 1.0 -0.8 -0.6 -0.4 1.9
Body mass index (BMI) 0.3 1.2 4.4 -2.1 0.7 0.5 -0.4 1.3 -0.7
Impedance of leg (left) 1.4 6.6 25.7 5.1 1.4 2.0 0.0 2.2 -1.8
Leg predicted mass (left) 0.8 4.0 7.6 -2.8 -0.2 -2.4 -1.8 -2.1 1.8
Trunk fat mass 0.3 1.4 6.2 0.3 2.5 0.2 -0.4 0.7 -1.2
Waist circumference 0.1 0.3 0.5 -0.5 0.7 0.1 -0.6 0.6 -0.5
Number of incorrect matches in round 0.3 0.6 1.9 0.4 -0.3 -1.0 -1.4 0.1 -0.4
Past tobacco smoking 1.1 2.1 5.3 1.7 1.8 2.3 -0.4 0.6 -0.6
Alcohol usually taken with meals 1.5 2.5 9.1 -0.7 -3.0 -1.6 -1.0 1.2 -0.3
Nervous feelings 0.2 0.4 1.1 0.2 1.0 -0.1 -0.1 -0.5 -1.1
Frequency of tenseness / restlessness in last 2 weeks 0.2 0.3 0.8 0.4 -0.8 -0.1 -0.2 -0.0 -0.9
Hearing difficulty/problems with background noise 1.5 2.5 4.9 -1.1 -2.1 -1.3 1.6 -2.2 -0.3
Hair/balding pattern: Pattern 2 1.6 2.1 8.5 -2.0 -2.9 -0.2 -0.0 0.0 0.2
Had menopause 0.2 0.2 0.9 0.3 0.3 -1.0 0.3 0.4 -0.0
Had other major operations 1.0 1.2 3.3 -1.2 -0.4 -1.8 -0.8 -0.8 1.0
Forced vital capacity (FVC) 0.4 1.4 5.7 1.6 -0.6 -0.3 -2.4 -0.2 0.2
Heel bone mineral density (BMD) T-score, automated (right) 0.4 0.9 2.1 0.3 1.3 0.4 -1.1 1.5 0.3
Ever unenthusiastic/disinterested for a whole week 0.3 0.4 1.1 1.1 0.5 0.1 -0.4 0.1 0.9
Qualifications: None of the above 0.9 1.9 4.3 1.4 2.1 0.2 1.0 1.1 -1.7
Financial difficulties in last 2 years 0.4 0.6 1.8 1.0 0.3 0.7 0.4 1.4 0.0
Mouth/teeth dental problems 0.6 1.0 3.0 0.3 0.5 1.4 1.7 -0.1 -0.6
Heart attack 0.8 1.0 1.5 -1.0 -0.9 -1.0 1.2 -0.3 -1.2
Allergy 2.7 6.3 22.4 -2.0 -4.7 -0.8 -0.6 -1.1 3.1
Pain all over the body in last month 0.4 0.5 1.8 1.3 0.9 0.1 0.2 -0.4 -0.1
Diabetes (self-reported) 0.3 0.5 1.3 1.2 1.0 -0.2 -0.1 -0.1 -0.7
Hayfever/allergic rhinitis (self-reported) 1.7 2.2 3.4 1.8 1.6 1.3 1.0 1.4 -1.7
Medication: Ramipril 1.0 1.3 2.6 -0.6 -1.3 -0.8 -1.4 -0.2 1.6
Medication: Simvastatin 0.3 0.5 1.8 0.9 1.4 -0.0 -0.4 0.1 0.2
Fluid intelligence score 0.7 1.4 4.3 -0.5 -0.6 0.8 1.4 -0.7 2.1
Illnesses of siblings 1.1 1.5 6.6 2.6 1.0 0.1 -0.7 0.9 0.4
Neuroticism score 0.3 0.6 1.3 0.4 -0.4 0.7 -1.1 0.5 -1.0
Weight 0.3 1.4 4.0 -2.0 0.4 -1.2 -1.6 -0.3 0.4
Impedance of arm (right) 0.9 4.2 15.5 3.9 2.7 0.6 0.6 -0.1 -1.2
Arm fat percentage (right) 0.5 2.0 6.2 -0.1 2.5 1.1 0.1 1.2 -1.7
Trunk fat-free mass 1.3 7.2 11.9 -3.1 -1.9 -3.5 -2.1 -2.6 2.7
Hip circumference 0.2 1.0 2.4 -1.6 1.3 -0.5 -0.9 0.1 -0.8
Time employed in main current job 1.2 1.4 4.2 0.6 0.4 1.1 -1.4 2.0 -1.0
Alcohol intake versus 10 years previously 1.2 1.9 5.5 0.3 1.7 1.3 -0.1 1.1 -2.3
Father’s age at death 0.7 0.9 3.8 0.1 -1.9 1.3 0.2 0.3 -0.3
Worrier / anxious feelings 0.3 0.6 2.7 0.5 0.2 -0.5 -1.7 -0.1 -0.2
Frequency of tiredness / lethargy in last 2 weeks 0.2 0.3 0.7 0.5 0.2 0.7 0.0 -0.8 -0.4
Falls in the last year 0.8 1.1 4.9 2.2 0.5 0.7 0.7 0.4 -0.6
Hair/balding pattern: Pattern 3 0.5 0.7 2.6 0.4 1.6 0.8 0.9 0.0 -0.4
Number of live births 1.1 1.5 3.3 0.9 -0.7 0.8 1.8 -1.8 0.9
Forced expiratory volume in 1-second (FEV1) 0.6 1.9 4.8 1.4 -1.9 -0.1 -2.2 -0.2 0.8
Pulse rate 0.4 0.6 1.8 -0.3 1.4 0.8 -0.8 0.7 0.1
Happiness 1.6 1.9 5.4 0.5 0.0 2.3 -1.0 2.0 -1.0
Noisy workplace 0.2 0.2 0.6 0.1 0.6 -0.6 0.1 -0.0 -0.8
Qualifications: A levels/AS levels or equivalent 1.6 3.5 6.9 -1.4 -2.2 -2.0 -1.7 -0.9 2.6
Serious illness, injury or assault of a close relative in last 2 years 1.0 1.2 1.8 -1.1 -0.2 -1.0 1.2 -1.3 1.3
Mouth/teeth dental problems: Dentures 0.5 0.9 3.9 -0.2 0.7 -2.0 0.2 -0.7 0.8
Asthma 1.9 3.8 16.6 1.6 4.1 0.3 0.9 0.3 -1.6
Medication: Ibuprofen (e.g. Nurofen) 0.9 1.1 2.7 -1.6 -0.5 0.9 -1.6 0.2 -0.4
Medication: Cholesterol lowering 0.3 0.4 1.1 0.1 1.0 -0.9 0.7 0.2 0.1
Depression (self-reported) 0.7 0.9 1.6 1.2 1.2 0.2 -0.9 -0.3 -1.3
Medication: Lansoprazole 0.4 0.4 1.1 0.5 0.1 -0.1 1.1 -0.5 1.0
Prospective memory result 0.3 0.4 1.3 -0.4 -0.6 -0.6 -0.3 -1.1 -0.4
Lung cancer (father) 1.8 2.1 10.2 -1.4 -0.4 -0.7 -0.4 -0.2 3.2
Illnesses of mother 0.4 0.5 1.2 -0.4 -0.8 -0.1 -0.1 1.1 -1.1
Forced expiratory volume in 1-second (FEV1), Best measure 0.5 1.7 4.8 1.9 -1.3 0.3 -2.2 0.1 0.4
Pulse wave Arterial Stiffness index 0.8 0.9 2.2 1.0 0.8 -1.5 -0.8 0.3 -1.1
Impedance of arm (left) 0.8 3.7 12.2 3.5 2.8 0.6 0.9 -0.2 -0.9
Arm fat mass (right) 0.2 0.8 3.0 -1.1 1.7 0.2 -0.4 0.4 -0.7
Trunk predicted mass 1.2 7.0 11.4 -3.1 -1.8 -3.4 -2.0 -2.5 2.6
Standing height 0.6 6.0 12.3 0.4 -0.3 -3.5 -2.4 -3.5 2.4
Length of working week for main job 0.7 0.7 1.6 0.1 -1.1 -0.2 1.0 -0.7 1.2
Exposure to tobacco smoke at home 0.2 0.2 0.6 0.1 -0.1 0.8 0.4 0.3 -0.4
Breastfed as a baby 1.8 2.2 6.1 -2.5 -2.3 -1.3 -0.1 -0.3 -0.2
Tense / ‘highly strung’ 0.5 0.8 4.7 0.4 -0.1 -0.1 0.4 0.1 -2.2
Seen doctor (GP) for nerves, anxiety, tension or depression 0.5 0.8 2.6 -0.6 0.6 -0.7 0.0 -1.6 1.1
Hair/balding pattern: Pattern 4 1.4 3.4 6.0 -2.2 -1.9 -1.6 0.1 -1.9 2.4
Birth weight of first child 0.3 0.5 1.0 -0.9 -0.2 -0.8 1.0 -0.5 0.7
Peak expiratory flow (PEF) 1.1 2.5 12.7 -0.0 -3.6 0.4 -1.4 0.0 0.7
Pulse wave reflection index 0.8 1.0 3.9 1.0 0.6 -0.1 0.0 0.8 -2.0
Ever highly irritable/argumentative for 2 days 0.5 0.6 1.1 1.1 1.0 0.3 0.5 -0.9 0.1
Loud music exposure frequency 0.4 0.5 1.3 0.0 1.1 -0.2 -0.8 -0.2 0.8
Qualifications: O levels/GCSEs or equivalent 0.1 0.2 0.5 0.1 -0.5 -0.6 -0.7 -0.2 0.2
Mouth/teeth dental problems: Bleeding gums 0.6 0.8 2.6 0.9 0.1 1.6 -0.8 0.5 -0.8
Blood clot in the leg (DVT) 0.5 0.7 1.5 -0.9 -0.3 -0.4 -0.5 1.1 -1.2
Medication: Paracetamol 0.4 0.6 1.7 1.3 1.2 -0.7 -0.0 -0.3 0.4
Headache pain in last month 0.8 1.4 2.8 1.6 1.3 0.9 -1.7 -0.0 0.2
Medication for cholesterol, blood pressure or diabetes 0.4 0.7 1.8 -0.3 -1.2 1.3 -0.1 -0.2 -0.9
Glaucoma (self-reported) 1.1 1.3 3.1 0.6 -0.5 -0.2 1.8 -1.1 1.6
Gout (self-reported) 0.1 0.1 0.5 0.1 -0.2 -0.1 0.7 -0.4 0.2
Hypothyroidism/myxoedema (self-reported) 0.3 0.5 2.3 -0.4 -0.3 0.6 -1.5 0.2 0.3
Medication: Amlodipine 1.2 1.7 4.0 -1.2 0.4 -1.9 -0.4 -0.7 2.0
Medication: Ventolin 100micrograms inhaler 1.3 1.7 6.2 1.1 2.5 -0.3 1.0 0.4 -1.1
Birth weight 0.3 0.7 1.7 0.4 0.9 -0.2 -1.1 0.0 1.3
Chronic bronchitis/emphysema (mother) 0.6 0.7 2.5 0.4 0.7 0.9 0.0 -0.3 -1.6
High blood pressure (siblings) 1.0 1.4 4.4 -2.1 -1.6 -0.7 0.6 -0.3 0.7
Forced vital capacity (FVC), Best measure 0.5 1.8 6.2 2.1 0.1 0.3 -2.5 0.1 -0.2
Body fat percentage 0.8 3.2 8.7 0.9 3.0 1.4 0.0 1.8 -2.1
Leg fat percentage (right) 0.7 2.6 7.7 0.3 1.6 1.0 -0.5 2.8 -2.0
Arm fat-free mass (right) 0.6 2.8 4.9 -2.2 -0.9 -2.0 -2.2 -0.9 1.3
Exposure to tobacco smoke outside home 1.0 1.4 3.8 -1.9 -2.0 -0.6 0.6 -0.4 0.5
Comparative body size at age 10 1.0 2.6 7.9 -0.7 -0.1 0.3 -2.6 0.8 -2.8
Number of full brothers 0.9 1.1 4.0 0.7 -1.1 1.0 -0.2 0.0 -2.0
Worry too long after embarrassment 0.4 0.6 1.6 -0.1 -0.7 0.0 -1.0 -0.8 -1.3
Seen a psychiatrist for nerves, anxiety, tension or depression 1.0 1.3 3.6 1.9 1.6 0.9 -0.4 0.8 -0.6
Wheeze or whistling in the chest in last year 1.4 2.4 6.7 0.9 2.3 0.6 0.5 0.9 -2.6
Number of children fathered 0.7 0.8 2.8 0.1 -0.9 0.3 1.7 -0.3 0.9
Reason for reducing amount of alcohol drunk: Health precaution 2.3 2.6 5.4 -1.5 -1.8 -2.1 -2.3 -0.9 -0.4
Age at first live birth 0.7 1.2 4.7 -0.5 -0.9 -0.2 -2.2 0.8 0.8
Pulse wave peak to peak time 0.9 1.0 2.1 -1.0 -0.9 1.2 0.5 -0.8 1.4
Health satisfaction 0.4 0.5 1.5 -0.2 -1.2 0.5 -0.5 0.1 0.9
Shortness of breath walking on level ground 0.6 0.7 2.2 1.0 1.5 -0.6 -0.7 0.1 0.2
Qualifications: College or University degree 1.7 5.5 10.3 -2.2 -1.8 -2.9 -1.6 -1.9 3.2
Eye problems/disorders: None of the above 0.8 0.9 2.6 1.0 -0.2 0.7 -1.6 0.5 -1.0
Mouth/teeth dental problems: Loose teeth 1.3 1.6 4.4 0.6 1.9 0.6 2.1 -0.4 -0.8
Emphysema/chronic bronchitis 0.6 0.7 1.5 1.0 0.2 0.4 1.0 -0.7 -1.2
Medication for pain relief, constipation, heartburn 0.4 0.7 1.4 -0.9 -0.9 0.1 0.2 -1.2 1.1
Neck or shoulder pain in last month 1.2 1.7 4.5 1.3 0.4 1.3 -0.8 2.1 -1.2
Medication: Blood pressure 0.6 1.1 2.3 -0.7 1.0 -1.2 -1.2 0.2 1.5
Angina (self-reported) 0.4 0.6 1.3 -1.1 0.8 -0.1 -0.5 -0.7 -0.9
Migraine (self-reported) 1.3 1.6 6.0 0.7 0.7 1.1 0.4 1.0 -2.4
Medication: Ibuprofen 1.0 1.2 3.3 -1.4 -0.5 1.0 -1.8 -0.0 -0.7
Medication: Allopurinol 0.1 0.2 0.6 0.2 -0.8 -0.1 0.4 -0.1 -0.5
Medication: Omeprazole 3.7 4.4 6.0 2.4 2.2 2.4 2.4 0.7 -1.9
Medication: Seretide 50 evohaler 0.2 0.3 0.4 0.6 0.4 0.2 0.6 -0.6 -0.7
Mean time to correctly identify matches 0.5 1.0 4.2 -0.3 0.0 -2.1 1.0 -0.4 -0.9
Heart disease (mother) 1.3 1.6 7.3 0.2 -0.7 0.0 1.3 -2.7 0.4
Reproduciblity of spirometry measurement using ERS/ATS criteria 1.0 1.2 4.4 -0.0 -0.4 1.0 -0.7 1.1 -2.1
Whole body fat mass 0.3 1.1 4.1 -0.4 2.0 0.4 -0.5 0.7 -1.1
Leg fat mass (right) 0.2 0.9 2.1 -0.5 1.2 0.5 -0.8 1.4 -0.9
Arm predicted mass (right) 0.7 3.4 6.1 -2.5 -1.0 -2.2 -2.1 -1.3 1.6
Pulse rate, automated reading 0.7 2.1 9.5 0.9 3.1 0.8 1.0 0.4 0.8
Alcohol intake frequency. 0.6 1.5 3.5 0.7 -0.0 1.6 1.1 1.1 -1.9
Comparative height size at age 10 0.6 3.5 6.6 1.2 1.3 -2.6 -1.4 -2.5 1.8
Number of full sisters 1.3 1.5 4.2 -1.8 -1.2 0.1 -0.5 -0.1 2.1
Suffer from ‘nerves’ 0.2 0.4 1.0 -0.3 -0.8 -0.3 1.0 0.3 -0.6
Overall health rating 0.4 0.9 2.8 0.6 1.7 1.0 0.1 -0.2 -1.1
Chest pain or discomfort 0.5 0.7 1.8 -1.0 -0.4 -0.3 1.3 -1.1 0.0
Had major operations 0.8 0.9 3.8 -0.3 0.6 0.5 -0.2 0.9 -1.9
Age at last live birth 0.4 0.5 1.6 -0.0 -0.6 -0.2 -0.6 -0.9 1.3
Family relationship satisfaction 1.6 1.9 9.9 0.2 0.1 3.2 0.4 0.9 -0.7
Leg pain on walking 0.5 0.6 2.0 -0.1 -0.1 -1.2 -1.4 -0.2 -0.1
Qualifications: NVQ or HND or HNC or equivalent 1.3 1.6 4.4 0.4 0.7 2.1 1.1 1.2 -1.3
Commuting to job workplace: Car/motor vehicle 0.5 0.6 2.2 -0.3 -0.1 -0.2 0.9 -0.4 1.5
Illness, injury, bereavement, stress in last 2 years 1.1 1.4 2.5 -0.9 -1.3 -1.6 -1.6 0.2 -1.0
Medication: Aspirin 0.2 0.3 0.8 -0.9 -0.0 -0.1 0.2 0.7 -0.6
Supplements: Vitamin C 0.5 0.6 2.0 -1.4 -0.7 -0.8 0.3 0.8 -0.2
Knee pain experienced in last month 0.4 0.7 2.4 0.1 0.4 1.6 0.5 -0.8 -0.8
Hypertension (Self-reported) 0.3 1.0 2.7 -0.6 0.9 -0.0 -1.2 1.6 0.6
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 1.9 2.3 7.3 1.8 0.6 1.1 2.7 -1.1 -0.2
Illnesses of father: Heart disease 0.7 0.9 2.1 -0.3 0.9 -1.4 0.4 -1.2 0.9
Illnesses of siblings: Diabetes 1.7 2.1 5.1 -1.9 -1.0 -1.7 0.4 -2.3 0.1
Smoking status: Previous 1.5 2.3 6.0 -1.6 -2.2 -2.5 -0.1 0.2 0.0
Forced expiratory volume in 1-second (FEV1), predicted 0.6 1.2 2.2 -1.0 -1.5 -1.4 -0.4 -1.4 0.1
Whole body fat-free mass 1.0 5.5 9.1 -3.0 -1.2 -2.8 -1.9 -2.3 2.3
Leg fat-free mass (right) 0.8 4.0 8.4 -2.9 -0.2 -2.3 -1.4 -2.3 1.8
Arm fat percentage (left) 0.5 2.1 6.9 -0.2 2.6 1.1 0.2 1.3 -1.7
Average weekly red wine intake 0.2 0.3 0.7 -0.7 -0.6 -0.2 -0.8 -0.5 -0.3
Handedness (chirality/laterality): Left-handed 0.4 0.5 1.0 0.8 1.0 -0.0 0.6 -0.9 0.5
Mood swings 0.1 0.2 0.7 -0.2 -0.3 -0.1 0.4 -0.6 -0.9
Loneliness, isolation 0.7 0.9 1.9 1.1 1.4 0.8 -0.6 0.6 -1.1
Long-standing illness, disability or infirmity 1.1 1.6 4.2 -0.7 1.1 -1.4 1.2 -2.0 -0.8
Ever had bowel cancer screening 1.1 1.3 3.1 1.1 1.8 0.9 1.2 -0.8 0.5
Diabetes diagnosed by doctor 0.3 0.4 1.0 1.0 0.9 -0.3 -0.2 -0.3 -0.7
Ever had stillbirth, spontaneous miscarriage or termination 1.3 1.4 3.9 -0.5 0.9 -2.0 -0.8 -0.5 1.6
Friendships satisfaction 0.9 1.1 3.5 -0.1 -0.5 1.9 -0.2 0.4 1.6
Qualifications: nursing, teaching 3.0 4.7 13.7 -1.8 -2.3 -1.2 -0.8 -2.0 3.7
Commuting to job workplace: Walk 1.7 1.8 3.7 1.4 -0.9 1.9 -1.0 0.6 -1.8
Eye problems/disorders: Cataract 0.5 0.5 1.6 -0.0 1.0 -1.2 0.0 -0.7 0.5
Mouth/teeth dental problems: Mouth ulcers 2.8 4.5 10.3 -2.3 -1.9 -3.2 -2.1 -0.5 1.6
Medication for cholesterol 0.5 0.7 1.7 -0.7 -0.7 -1.3 -1.2 -0.4 0.3
Medication: Laxatives (e.g. Dulcolax, Senokot) 2.1 2.4 5.8 -1.3 -2.0 -1.8 -2.4 -0.3 -0.0
Back pain experienced in last month 0.5 0.8 2.7 -1.0 0.5 0.4 -0.6 -0.6 -1.6
Mineral and other dietary supplements 0.2 0.2 0.5 0.0 -0.1 0.5 0.7 -0.7 -0.1
Breast cancer (self-reported) 0.6 0.7 1.7 0.2 1.2 -0.6 0.9 -1.3 -0.1
Asthma (self-reported) 1.9 3.8 16.2 1.7 4.0 0.3 0.8 0.3 -1.8
Osteoporosis (self-reported) 0.2 0.2 0.5 -0.3 0.4 -0.2 0.7 0.6 -0.3
Osteoarthritis (self-reported) 1.4 1.8 6.5 1.4 1.2 0.2 0.9 0.7 -2.5
Medication: Aspirin 0.2 0.2 0.8 -0.9 -0.0 -0.2 0.3 0.6 -0.4
Medication: Gliclazide 0.3 0.4 1.0 -0.2 -0.2 -1.0 0.7 -0.8 -0.3
Illnesses of father: None of the above (group 1) 0.9 1.1 3.3 -0.6 -1.8 1.2 -0.7 0.2 -1.0
Smoking status: Current 0.8 1.2 4.0 -0.2 1.0 0.3 2.0 -1.5 -0.3
Forced expiratory volume in 1-second (FEV1), predicted percentage 1.2 2.5 6.8 2.6 -0.9 1.1 -1.4 1.9 0.8
Whole body water mass 0.9 5.2 8.5 -2.9 -1.2 -2.8 -1.9 -2.2 2.2
Leg predicted mass (right) 0.7 3.9 8.0 -2.8 -0.2 -2.3 -1.3 -2.3 1.7
Arm fat mass (left) 0.2 0.9 3.6 -1.0 1.9 0.2 -0.5 0.5 -0.5
Number of self-reported non-cancer illnesses 2.0 3.4 10.3 1.9 3.2 0.5 1.4 0.1 -2.1
Average weekly champagne plus white wine intake 0.3 0.4 1.4 0.2 -1.2 -0.3 0.7 -0.1 0.6
Miserableness 0.4 0.6 2.5 -0.7 -0.7 -0.4 0.6 -1.6 0.0
Guilty feelings 0.7 1.1 2.8 -0.3 -1.2 -0.0 -1.5 1.7 -0.4
Wears glasses or contact lenses 1.2 1.3 3.9 -0.7 -0.3 0.2 1.8 0.2 -2.0
Ever taken oral contraceptive pill 0.8 0.9 2.2 -0.6 -0.5 -0.0 -1.4 -0.9 1.5
Hearing aid user 2.4 2.8 8.4 -2.3 0.1 -1.4 0.3 -2.9 0.8
Mother’s age at death 2.6 3.2 7.0 -2.2 -2.7 -0.5 0.5 -2.3 1.2
Financial situation satisfaction 0.7 0.8 1.7 -1.0 -1.3 0.6 -0.9 1.1 0.0
Tinnitus: Yes, now most or all of the time 0.2 0.2 0.5 -0.1 -0.3 0.6 0.7 0.3 0.5
Commuting to job workplace: Public transport 0.8 1.0 2.8 0.8 -0.3 1.7 1.2 0.4 -0.8
Eye problems/disorders: Glaucoma 0.6 0.7 1.9 0.9 0.1 1.4 1.0 -0.3 0.3
Medication: Blood pressure 0.4 0.8 1.9 -0.3 0.1 1.4 -0.6 1.2 -0.9
Pain type(s) experienced in last month: Hip pain 0.8 1.0 3.8 -0.9 0.2 -0.2 -1.9 0.4 -1.1
Supplements: Fish oil (including cod liver oil) 0.2 0.2 0.9 0.5 -0.1 -0.9 -0.5 0.3 0.3
High cholesterol (Self-reported) 0.8 1.5 4.7 0.6 2.2 -0.1 1.9 -0.2 0.6
Medication: Bendroflumethiazide 0.7 1.1 4.5 -2.1 0.4 -0.2 -1.0 1.1 0.1
Medication: Paracetamol 0.3 0.5 1.6 1.3 0.9 -0.4 -0.4 -0.3 -0.2
Medication: Lisinopril 0.6 0.8 1.9 -0.4 -0.1 -1.1 -0.7 1.1 1.4
Medication: Atorvastatin 1.2 1.5 6.8 0.0 0.3 -0.0 2.6 0.7 -1.2
Illnesses of father: High blood pressure 0.7 0.8 4.5 0.7 0.1 -0.0 -0.2 0.2 2.1
Alcohol drinker status: Never 0.1 0.2 0.3 0.3 0.5 0.5 0.5 -0.4 -0.2
Ever smoked 1.3 2.4 4.1 -1.6 -2.0 -2.0 -0.0 -1.4 1.3
Basal metabolic rate 0.8 4.2 7.7 -2.8 -0.8 -2.4 -2.0 -1.8 1.9
Leg fat percentage (left) 0.8 3.0 7.7 0.3 1.8 1.2 -0.2 2.8 -2.3
Arm fat-free mass (left) 0.6 3.2 6.6 -2.6 -1.1 -1.9 -1.9 -1.3 1.7
Number of operations (self-reported) 0.4 0.7 1.4 -1.0 -0.3 -0.7 1.0 -1.2 -0.3
Average weekly beer plus cider intake 0.4 0.5 2.0 -0.0 0.5 -0.3 1.4 -0.8 0.2
Irritability 1.1 1.9 3.7 -1.1 -1.9 1.0 0.4 -1.8 1.5
Risk taking 1.5 2.3 8.8 -1.7 -3.0 -0.5 1.0 -0.1 0.7
Ever had prostate specific antigen (PSA) test 1.6 1.8 5.8 -1.1 -1.6 -0.4 0.9 -2.4 0.6
Fractured/broken bones in last 5 years 0.3 0.4 1.3 0.2 0.3 -0.3 0.6 -1.1 -0.6
Age started oral contraceptive pill 0.6 0.8 1.5 -1.2 -0.4 -1.0 -1.1 0.5 -0.9
Diastolic blood pressure, automated reading 0.8 2.4 6.3 0.3 2.2 -0.5 -0.9 2.5 1.3
Ever depressed for a whole week 1.5 1.8 6.4 -0.2 -2.0 0.0 0.2 0.4 2.5
Unable to work because of sickness or disability 1.0 1.3 5.2 2.3 0.9 1.1 0.2 -0.3 -0.7
Commuting to job workplace: Cycle 1.0 1.2 2.3 0.6 1.3 -1.2 -1.5 0.1 -1.2
Myopia 1.2 1.7 5.7 -1.0 -2.4 -1.4 -0.3 0.6 1.0
Vascular/heart problems diagnosed by doctor 0.1 0.3 0.9 0.9 -0.3 0.3 0.5 -0.7 -0.5
Cholesterol lowering medication 0.8 1.2 2.3 0.6 1.5 1.5 1.3 0.2 -0.8
Medication: Omeprazole (e.g. Zanprol) 1.9 2.4 4.7 2.2 1.6 1.1 1.9 0.7 -1.3
Pain experienced in last month 0.5 0.8 2.3 -0.4 -1.0 -1.5 0.5 -0.0 1.1
Supplements: Calcium 0.5 0.5 2.3 -0.1 -1.5 0.8 0.2 -0.3 0.5
Basal cell carcinoma (self-reported) 0.9 1.1 3.0 -1.7 -0.7 0.0 -0.6 0.7 1.5
Heart attack/myocardial infarction (self-reported) 0.7 0.9 1.8 -0.9 -0.7 -1.0 1.3 -0.2 -1.2
Deep venous thrombosis (DVT) (self-reported) 0.6 0.8 2.1 -0.7 -0.1 -0.3 -0.5 1.3 -1.4
Heart disease (siblings) 0.5 0.6 1.6 -0.7 0.7 0.8 0.1 -1.3 -0.4
Alcohol drinker status: Previous 2.9 3.3 9.8 1.4 -0.8 1.3 -0.1 3.1 -2.4
Pack years of smoking 0.8 1.1 5.4 -0.5 0.9 0.1 -0.7 -0.1 -2.3
Impedance of whole body 1.3 6.7 23.9 4.9 2.6 1.8 0.6 1.6 -1.8
Leg fat mass (left) 0.2 0.9 1.9 -0.6 1.2 0.4 -0.6 1.4 -1.0
Arm predicted mass (left) 0.5 2.6 5.4 -2.3 -0.8 -1.8 -1.8 -1.1 1.4