Hub : Genes

SPP1

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 Atrial Appendage 0.2530 0.0650 2.7e-05 0.088 NA 0.098 NA 0.093 8.9e-05 NA 3.6e-05 NA 5.9e-05
2 GTEx Nerve Tibial 0.1493 0.0575 1.8e-03 0.083 NA 0.069 NA 0.081 1.7e-06 NA 1.3e-05 NA 2.4e-06
3 NTR Blood 0.1854 0.0265 0.0e+00 0.079 0.151 0.172 0.175 0.181 3.1e-24 3.4e-46 4.8e-53 4.1e-54 6.2e-56
4 TCGA Breast Invasive Carcinoma 0.0366 0.0180 5.1e-04 0.002 0.010 0.010 NA 0.004 1.4e-01 3.5e-03 3.3e-03 NA 4.2e-02
5 TCGA Pancreatic Adenocarcinoma 0.1430 0.0660 2.2e-03 0.026 0.065 0.024 NA 0.013 3.0e-02 1.0e-03 3.3e-02 NA 8.7e-02

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5
Bipolar Disorder (2018) 0.3 0.5 1.6 -0.4 -0.2 -1.3 0.8 0.1
Bipolar Disorder or Schizophrenia 0.1 0.2 0.3 0.4 -0.5 -0.5 -0.0 -0.6
Depressed Affect (Nagel 2018) 0.7 1.4 2.2 1.2 1.2 1.5 -0.3 1.4
Depression (Nagel 2018) 0.5 0.7 1.1 1.0 -0.3 1.1 -1.0 0.5
Intelligence (Savage-Jansen 2018) 0.5 1.6 4.6 2.1 0.3 1.8 -0.5 0.0
Neuroticism (Nagel 2018) 0.5 1.1 2.7 1.6 0.7 1.1 -0.7 0.8
Schizophrenia (2018) 0.2 0.5 0.7 0.8 -0.5 0.4 -0.7 -0.8
Schizophrenia vs Biploar Disorder 0.8 1.0 2.9 0.2 -1.4 -0.1 -0.2 -1.7
Worry (Nagel 2018) 0.5 1.1 2.8 1.1 1.1 0.8 -0.1 1.7
Alzheimer’s Disease (in mother) 1.8 2.1 7.6 1.2 1.1 -0.2 0.0 2.8
Alzheimer’s Disease (in father) 0.2 0.2 0.4 0.4 0.6 -0.3 0.6 -0.3
Alzheimer’s Disease (including proxy) 1.1 1.6 3.2 1.2 1.5 -0.9 0.5 1.8
Crohns Disease (2017) 0.9 2.0 4.7 -2.2 -1.1 1.3 -1.1 -1.1
Irritable Bowel Disease (IBD) 1.4 3.4 10.8 -3.3 -1.5 1.6 -0.3 -1.2
Ulcerative Colitis (UC) 1.3 2.4 9.4 -3.1 -0.8 1.3 0.5 -0.3
Major Depression (MDD) 0.7 0.9 2.0 0.3 1.1 1.4 -1.0 -0.1
Reaction Time 0.3 0.5 0.9 0.8 0.6 -0.9 -0.9 -0.0
Verbal and Numeric Reasoning (VNR) 0.3 0.6 2.7 1.6 0.6 0.1 0.2 0.0
Breast Cancer 0.6 1.5 3.1 -0.2 -0.8 1.3 -1.8 1.4
Ovarian Cancer 0.4 0.5 1.5 -0.1 -1.2 0.3 -0.9 0.5
Prostate Cancer 1.6 2.3 5.4 -0.5 -1.1 2.3 -1.2 -1.8
Age at First Birth 1.2 1.8 2.8 1.2 -0.3 1.7 -1.5 -1.5
Bipolar Disorder (2011) 1.0 1.0 2.7 -0.4 -1.1 -0.4 -0.7 -1.7
Body Mass Index (BMI) (2010) 0.8 1.0 2.8 -1.0 -1.7 -0.8 -0.5 -0.9
Coronary Artery Disease (CAD) 2.7 3.3 9.8 -0.9 -1.1 3.1 -1.7 -1.2
Crohns Disease (2012) 0.7 1.1 2.2 -1.2 0.8 -0.5 1.0 -1.5
Mean Putamen Volume 1.3 1.4 3.9 1.0 2.0 -0.6 1.1 0.8
Fasting Glucose 0.6 0.7 1.3 -1.2 -1.1 -0.7 -0.6 0.5
HbA1C 0.0 0.0 0.1 -0.2 -0.0 0.2 0.2 0.1
HDL Cholesterol 0.5 0.8 2.1 0.6 0.7 -0.9 1.4 0.2
LDL Cholesterol 0.3 0.5 1.2 -0.6 0.6 0.2 1.1 0.6
Lupus 1.1 1.7 3.3 1.3 -1.6 0.8 -1.8 -0.1
Neuroticism (2016) 0.4 0.6 1.2 0.7 1.1 1.0 0.4 0.4
Primary Biliary Cirrhosis 1.7 2.5 3.0 -1.1 1.6 -1.7 1.5 1.7
Rheumatoid Arthritis 0.1 0.1 0.3 -0.5 0.2 -0.2 0.5 0.3
Schizophrenia (2014) 0.3 0.6 1.3 1.0 -0.4 -0.3 0.5 -1.2
Triglycerides 0.3 0.4 1.2 -0.4 0.0 1.1 -0.7 -0.4
Type 2 Diabetes (T2D) (2012) 0.4 0.4 1.7 -1.3 -0.6 0.1 -0.0 0.0
Ulcerative Colitis 1.2 1.8 5.4 -2.3 -0.2 -0.1 1.7 -0.9
Blood Eosinophil Count 0.4 2.8 6.0 -0.7 -2.4 1.3 -1.5 -1.9
Blood Platelet Count 0.2 1.9 3.6 -1.4 0.8 -1.9 1.2 -1.4
Blood Red Count 0.1 1.2 2.3 0.9 -0.9 1.5 -0.9 1.1
Blood White Count 0.4 2.8 5.6 -0.4 1.6 -2.4 2.3 0.7
Heel T-Score 15.7 124.7 259.2 9.2 16.1 -5.7 13.0 8.8
BMI 0.9 5.1 10.8 -2.3 -2.8 1.0 -0.5 -3.3
Height 1.2 23.0 38.1 -0.8 6.1 -1.1 6.2 6.1
Waist Hip Ratio (WHR) 0.5 2.0 4.4 2.0 2.1 -0.3 -0.3 1.3
Systolic Blood Pressure 0.4 1.9 4.5 2.1 1.5 -0.7 0.6 1.3
Smoking Status 0.3 0.7 1.9 -0.4 1.4 -0.8 0.8 0.5
Allergy or Eczema 0.6 1.6 5.5 0.7 -1.0 0.1 -0.9 -2.4
Cardiovascular Disease 0.4 1.4 4.2 0.9 2.0 -0.7 0.9 0.9
Hypothyroidism (self reported) 1.6 3.6 5.3 -0.9 -2.3 2.3 -2.2 -1.3
Respiratory disease 0.1 0.3 0.7 -0.8 0.8 -0.0 0.6 0.1
Type 2 Diabetes (T2D) (2018) 0.2 0.4 1.0 -0.8 -0.6 -0.2 0.1 -1.0
Lung FEV1/FVC ratio 0.1 0.7 2.5 -1.6 0.3 0.3 -0.4 -0.8
Lung FVC 0.2 0.9 3.2 -0.5 0.8 -1.8 0.7 -0.3
Neuroticism 0.3 0.8 2.3 0.8 0.5 1.5 -0.4 1.0
Chronotype (morning person) 1.1 2.5 5.8 0.4 1.7 -1.7 2.4 0.8
Hair Pigment 0.1 3.0 9.7 0.3 3.1 -1.9 1.2 0.1
Tanning 0.0 0.5 0.8 0.6 0.8 -0.7 0.9 -0.1
Hand grip strength (left) 1.9 5.1 16.1 -1.0 -2.0 4.0 -1.5 -1.5
Number of treatments/medications taken 0.4 0.7 1.4 -0.4 0.8 0.9 -0.7 1.2
Average weekly spirits intake 0.4 0.4 1.6 0.5 0.0 -0.0 0.6 1.3
Sensitivity / hurt feelings 0.7 1.2 2.1 0.2 -1.4 0.9 -1.4 -1.0
Frequency of depressed mood in last 2 weeks 0.7 0.9 2.4 1.5 0.5 -0.0 -0.7 1.2
Hearing difficulty/problems: Yes 0.7 1.1 3.4 -0.8 -1.2 -1.8 -0.4 -0.3
Relative age of first facial hair 0.2 0.5 0.8 -0.5 0.3 0.9 -0.9 0.7
Other serious medical condition/disability diagnosed by doctor 0.7 0.9 1.5 -0.5 -0.8 1.1 -1.2 -1.0
Ever used hormone-replacement therapy (HRT) 3.3 4.2 7.0 -1.4 -2.7 2.0 -1.9 -2.2
Ever had hysterectomy (womb removed) 1.3 1.5 3.1 -0.5 1.1 -0.1 1.6 1.8
Systolic blood pressure, automated reading 0.2 0.7 1.9 1.2 -0.1 1.4 0.2 0.2
Eye problems/disorders: Diabetes related eye disease 0.5 0.6 1.2 -1.1 -0.8 0.3 -0.6 -0.7
Angina 0.4 0.5 1.9 0.6 -0.1 -0.7 1.4 0.2
Medication for hormone replacement therapy 0.8 0.9 2.6 -0.8 -0.6 0.8 -1.6 -0.2
Vitamin and mineral supplements 0.1 0.1 0.3 -0.4 -0.4 -0.1 0.5 -0.1
Supplements: Zinc 0.5 0.6 1.3 1.1 -0.8 0.7 0.1 -0.5
Medication: Co-codamol 1.2 1.4 4.0 -1.0 -0.9 1.2 -2.0 -0.1
Medication: Metformin 0.6 0.8 1.8 -0.3 -1.1 1.4 -1.0 -0.2
Diabetes (father) 0.6 0.8 1.7 -0.4 -0.7 -1.3 1.2 -0.2
Diabetes (mother) 0.4 0.5 1.8 1.3 0.0 0.7 0.1 0.1
Severe depression (siblings) 1.2 1.4 3.2 1.8 1.4 0.4 0.9 0.8
Pack years adult smoking proportion 0.6 1.0 2.7 -0.3 1.1 -0.8 1.7 -0.4
Impedance of leg (right) 1.7 8.4 19.6 2.4 3.0 -2.6 0.6 4.4
Leg fat-free mass (left) 0.4 2.3 3.7 -1.9 -1.1 1.9 1.1 -1.5
Trunk fat percentage 0.1 0.6 1.1 -0.9 -1.1 0.1 0.8 -0.5
Hand grip strength (right) 1.5 4.2 6.8 -1.4 -2.3 2.6 -1.2 -2.3
Townsend deprivation index at recruitment 2.2 3.0 4.9 -0.8 2.2 -1.4 2.2 1.6
Current tobacco smoking 0.6 1.0 2.0 -1.0 1.1 -1.4 0.7 0.3
Average weekly fortified wine intake 0.4 0.4 1.3 -0.3 -0.7 0.2 0.5 1.1
Maternal smoking around birth 0.5 0.7 2.5 -0.4 -1.6 0.5 -0.6 -0.2
Fed-up feelings 0.5 0.9 2.2 0.7 0.9 0.1 1.1 1.5
Frequency of unenthusiasm / disinterest in last 2 weeks 0.5 0.7 1.4 1.0 -0.0 0.1 -1.2 1.0
Relative age voice broke 0.2 0.4 0.8 -0.4 0.6 0.7 0.1 -0.9
Taking other prescription medications 0.9 1.3 3.0 -1.7 -0.8 0.1 -1.7 0.5
Age when periods started (menarche) 1.9 4.6 10.1 -1.4 -3.2 1.2 -3.0 -1.0
Bilateral oophorectomy (both ovaries removed) 2.2 2.5 11.8 -0.5 -0.3 3.4 -0.4 -0.6
Heel bone mineral density (BMD) T-score, automated (left) 11.3 25.5 57.2 3.0 7.6 -4.1 5.2 4.3
Tinnitus: Yes, but not now, but have in the past 1.2 1.3 2.9 -0.3 -1.7 0.7 -1.7 -0.4
Qualifications: CSEs or equivalent 1.0 1.4 5.3 0.3 -0.7 0.9 -2.3 -0.3
Serious illness, injury or assault to yourself 0.2 0.3 1.3 -0.3 -0.3 1.1 -0.2 0.2
High blood pressure 0.0 0.1 0.3 0.6 0.5 -0.2 0.0 -0.1
Hayfever, allergic rhinitis or eczema 1.1 2.4 6.3 0.1 -1.9 0.2 -1.4 -2.5
Multivitamins +/- minerals 0.4 0.5 0.8 0.9 0.4 -0.1 -0.8 0.9
Stomach or abdominal pain in last month 0.4 0.5 1.5 -1.2 -0.1 -0.6 0.3 -0.6
Supplements: Glucosamine 1.1 1.4 5.5 0.6 1.0 0.3 2.4 -0.6
Diverticular disease/diverticulitis (self-reported) 0.3 0.4 0.8 -0.5 -0.9 -0.1 -0.5 -0.7
Medication: Atenolol 1.4 1.7 5.0 -1.1 1.2 -1.0 -0.1 2.2
Medication: Levothyroxine sodium 0.8 1.3 1.7 -1.3 -1.3 1.3 -1.3 0.1
Sitting height 1.1 7.5 14.2 -3.7 2.1 1.0 3.8 2.0
Chronic bronchitis/emphysema (father) 0.9 1.1 1.9 1.4 1.2 -0.9 1.1 0.2
High blood pressure (mother) 0.6 0.9 3.0 1.7 1.0 -0.1 -0.2 0.7
Body mass index (BMI) 1.2 5.0 9.1 -2.3 -3.0 1.3 -0.6 -3.0
Impedance of leg (left) 2.2 10.6 28.0 2.6 3.6 -2.1 0.5 5.3
Leg predicted mass (left) 0.4 2.3 4.0 -1.8 -1.1 2.0 1.0 -1.4
Trunk fat mass 0.2 0.8 1.6 -1.3 -1.0 0.7 0.9 -0.5
Waist circumference 0.5 1.6 3.1 -1.7 -1.2 1.7 0.4 -0.9
Number of incorrect matches in round 0.4 0.7 2.4 -0.4 0.8 -0.7 1.5 -0.3
Past tobacco smoking 0.1 0.3 0.8 0.1 0.1 0.9 0.6 0.3
Alcohol usually taken with meals 1.2 1.9 4.2 -1.9 -2.0 -0.3 -0.5 -1.2
Nervous feelings 0.5 0.9 3.2 1.8 0.6 -0.1 -0.0 1.1
Frequency of tenseness / restlessness in last 2 weeks 0.4 0.7 1.5 -0.1 -0.3 0.4 -1.2 1.2
Hearing difficulty/problems with background noise 0.7 1.2 2.7 0.8 -0.4 -1.6 -0.7 1.3
Hair/balding pattern: Pattern 2 0.9 1.2 3.7 0.2 1.4 -0.2 0.1 1.9
Had menopause 0.5 0.6 1.9 -0.4 -1.4 0.5 -0.9 -0.2
Had other major operations 0.5 0.6 1.5 -0.3 1.2 -0.3 0.9 -0.6
Forced vital capacity (FVC) 1.3 4.9 10.8 -0.2 3.3 -2.0 2.3 2.2
Heel bone mineral density (BMD) T-score, automated (right) 9.5 21.8 50.0 3.0 7.1 -3.5 4.9 3.7
Ever unenthusiastic/disinterested for a whole week 1.2 1.5 2.6 0.2 0.7 1.5 -1.4 1.6
Qualifications: None of the above 2.0 4.2 11.6 -1.0 1.4 -3.4 1.0 2.3
Financial difficulties in last 2 years 0.2 0.2 0.6 -0.0 -0.3 0.7 -0.8 0.2
Mouth/teeth dental problems 1.0 1.5 4.1 0.5 -1.5 0.6 -2.0 -0.9
Heart attack 0.1 0.1 0.3 0.2 0.4 -0.6 0.2 -0.1
Allergy 0.6 1.4 2.1 0.8 1.5 0.8 1.1 1.4
Pain all over the body in last month 0.4 0.5 1.8 -0.3 0.5 -1.3 -0.1 -0.5
Diabetes (self-reported) 0.3 0.5 1.1 -0.4 -0.8 0.4 -0.6 -1.0
Hayfever/allergic rhinitis (self-reported) 1.3 1.7 5.5 -1.1 -1.1 -0.9 0.1 -2.4
Medication: Ramipril 1.7 2.2 6.2 2.5 1.7 -0.3 0.3 1.2
Medication: Simvastatin 0.4 0.6 1.3 1.2 0.4 1.0 -0.4 0.6
Fluid intelligence score 1.0 2.0 5.3 2.3 1.7 -0.0 0.2 1.3
Illnesses of siblings 0.6 0.8 2.2 -1.1 -0.5 0.2 0.6 -1.5
Neuroticism score 0.5 1.1 2.0 1.1 0.1 1.4 -1.1 1.0
Weight 0.4 2.0 4.7 -2.2 -1.0 1.4 1.1 -0.9
Impedance of arm (right) 1.7 7.8 10.4 2.6 3.2 -2.7 2.6 2.8
Arm fat percentage (right) 0.5 2.1 4.6 -1.5 -1.9 -0.3 0.6 -2.2
Trunk fat-free mass 0.3 1.8 4.3 -1.7 0.0 2.1 1.4 0.1
Hip circumference 0.7 2.9 7.5 -2.7 -1.0 1.6 1.7 -0.7
Time employed in main current job 0.7 0.8 3.0 -0.7 -1.7 0.4 -0.0 -0.4
Alcohol intake versus 10 years previously 0.6 0.9 2.6 -0.4 0.9 -0.4 -0.7 1.6
Father’s age at death 1.1 1.5 3.2 -1.0 1.0 -1.3 1.8 0.8
Worrier / anxious feelings 0.1 0.2 0.5 0.5 0.7 0.5 -0.0 0.5
Frequency of tiredness / lethargy in last 2 weeks 0.4 0.7 1.8 -0.3 -0.1 0.8 -1.0 -1.4
Falls in the last year 0.2 0.2 0.4 -0.6 0.2 0.5 -0.6 -0.1
Hair/balding pattern: Pattern 3 0.5 0.7 1.5 0.2 0.5 -1.2 1.1 -0.7
Number of live births 1.0 1.4 3.6 0.7 1.9 -1.4 0.8 0.4
Forced expiratory volume in 1-second (FEV1) 0.9 3.0 8.4 -0.8 2.9 -1.3 1.6 1.3
Pulse rate 0.5 0.8 1.7 -0.3 -1.1 1.3 0.1 -1.0
Happiness 0.2 0.2 0.9 -0.2 0.3 -0.2 -0.2 1.0
Noisy workplace 1.2 1.5 4.4 -0.6 -2.1 0.4 -0.5 -1.5
Qualifications: A levels/AS levels or equivalent 0.4 0.9 1.8 1.2 1.0 -0.7 1.3 0.1
Serious illness, injury or assault of a close relative in last 2 years 0.2 0.3 1.0 0.1 -0.4 -0.3 -1.0 -0.4
Mouth/teeth dental problems: Dentures 2.5 4.2 10.8 -1.5 2.2 -0.8 3.3 1.6
Asthma 0.2 0.4 0.8 -0.3 0.6 -0.8 0.9 0.4
Medication: Ibuprofen (e.g. Nurofen) 0.3 0.4 1.2 0.1 -0.1 0.4 -1.1 -0.6
Medication: Cholesterol lowering 0.2 0.3 1.0 0.3 -0.6 0.1 -1.0 -0.2
Depression (self-reported) 0.8 1.0 3.6 0.2 0.8 0.8 -0.0 1.9
Medication: Lansoprazole 0.8 0.9 4.5 -2.1 -0.3 0.2 0.2 0.2
Prospective memory result 1.5 1.8 5.7 0.2 1.2 -2.4 1.3 -0.1
Lung cancer (father) 0.4 0.4 1.1 0.8 0.4 0.4 1.1 -0.3
Illnesses of mother 1.3 1.7 4.0 -2.0 -1.1 0.8 -0.1 -1.6
Forced expiratory volume in 1-second (FEV1), Best measure 0.5 1.6 5.2 0.2 2.3 -1.0 0.7 1.2
Pulse wave Arterial Stiffness index 0.8 0.9 1.7 0.9 0.4 -1.3 0.3 1.3
Impedance of arm (left) 1.2 5.5 7.2 2.0 2.6 -2.6 1.6 2.7
Arm fat mass (right) 0.5 2.0 3.5 -1.9 -1.6 0.6 0.5 -1.8
Trunk predicted mass 0.3 1.8 4.4 -1.6 -0.0 2.1 1.3 0.1
Standing height 0.9 9.1 17.0 -0.2 3.9 0.2 3.6 4.1
Length of working week for main job 0.3 0.4 1.3 0.2 -0.2 -0.1 -0.7 1.1
Exposure to tobacco smoke at home 0.5 0.6 1.5 0.0 0.6 -0.9 0.4 1.2
Breastfed as a baby 0.4 0.4 2.2 1.5 -0.1 0.1 -0.0 -0.2
Tense / ‘highly strung’ 1.9 3.1 6.7 2.6 1.6 -0.7 -0.2 2.4
Seen doctor (GP) for nerves, anxiety, tension or depression 0.6 0.9 1.8 -1.0 -0.2 1.3 -1.0 -0.8
Hair/balding pattern: Pattern 4 0.8 2.0 3.1 0.9 1.8 -1.4 1.5 1.3
Birth weight of first child 0.2 0.4 1.1 -0.3 0.5 0.3 0.8 1.1
Peak expiratory flow (PEF) 0.9 2.0 6.3 -0.1 2.5 -0.4 1.8 0.8
Pulse wave reflection index 1.2 1.4 5.4 0.9 0.1 -2.3 0.2 0.9
Ever highly irritable/argumentative for 2 days 0.9 1.0 1.6 1.0 -0.1 1.3 -1.1 1.2
Loud music exposure frequency 0.9 0.9 3.2 -1.8 -1.1 0.5 0.1 -0.3
Qualifications: O levels/GCSEs or equivalent 1.3 2.0 8.1 0.3 -1.2 2.8 -0.4 -0.5
Mouth/teeth dental problems: Bleeding gums 0.6 0.8 2.6 1.6 -0.7 0.6 -0.8 -0.0
Blood clot in the leg (DVT) 0.3 0.4 1.0 1.0 -0.1 0.7 -0.6 0.4
Medication: Paracetamol 0.6 1.0 4.4 -2.1 -0.3 0.1 -0.4 0.3
Headache pain in last month 1.4 2.4 6.5 0.8 -1.8 1.2 -2.5 -0.5
Medication for cholesterol, blood pressure or diabetes 0.2 0.3 1.3 -0.3 0.2 -0.1 1.1 0.4
Glaucoma (self-reported) 0.3 0.3 0.9 0.6 -0.0 -0.3 -0.5 0.9
Gout (self-reported) 21.4 29.4 93.1 0.8 -1.1 3.8 -9.7 6.2
Hypothyroidism/myxoedema (self-reported) 1.9 3.7 6.6 -1.2 -2.3 2.3 -2.6 -0.6
Medication: Amlodipine 0.9 1.3 2.5 -0.5 1.6 -0.3 1.0 1.6
Medication: Ventolin 100micrograms inhaler 0.9 1.2 4.0 0.1 1.2 -2.0 0.7 -0.5
Birth weight 0.4 0.9 3.9 0.2 0.5 -0.4 2.0 -0.5
Chronic bronchitis/emphysema (mother) 0.1 0.1 0.2 -0.2 -0.2 0.2 -0.3 0.4
High blood pressure (siblings) 1.6 2.4 4.7 2.1 2.2 0.3 0.8 1.3
Forced vital capacity (FVC), Best measure 1.0 3.7 8.9 0.7 3.0 -1.6 1.6 2.0
Body fat percentage 0.2 1.0 2.2 -1.1 -1.5 0.2 0.5 -1.0
Leg fat percentage (right) 0.3 1.0 2.2 -1.2 -1.5 -0.2 0.1 -1.1
Arm fat-free mass (right) 0.5 2.5 7.2 -2.0 -1.0 2.7 0.4 -0.6
Exposure to tobacco smoke outside home 0.1 0.2 0.4 0.2 0.6 0.4 0.3 0.2
Comparative body size at age 10 0.4 1.2 3.3 -0.3 -1.6 0.2 0.1 -1.8
Number of full brothers 0.6 0.7 1.9 -0.5 0.8 -0.8 0.1 1.4
Worry too long after embarrassment 0.8 1.3 2.9 1.6 -0.5 1.7 -0.7 -0.1
Seen a psychiatrist for nerves, anxiety, tension or depression 0.4 0.5 1.0 -0.7 -0.3 0.4 -1.0 -0.8
Wheeze or whistling in the chest in last year 0.3 0.6 1.4 0.1 1.2 -0.6 0.6 1.0
Number of children fathered 0.8 1.0 2.4 -0.2 -1.3 0.0 -0.8 -1.5
Reason for reducing amount of alcohol drunk: Health precaution 1.0 1.2 2.5 0.6 -1.3 0.7 -0.9 -1.6
Age at first live birth 0.3 0.5 1.3 0.6 -0.7 -0.4 0.5 -1.2
Pulse wave peak to peak time 0.5 0.6 1.6 -0.8 0.1 1.3 -0.0 -0.8
Health satisfaction 0.3 0.4 1.1 -1.1 -0.2 -0.0 0.5 -0.8
Shortness of breath walking on level ground 1.6 2.0 5.5 -0.9 -1.9 -0.2 -0.2 -2.3
Qualifications: College or University degree 0.3 0.9 3.1 1.7 0.3 0.1 0.7 -0.9
Eye problems/disorders: None of the above 0.2 0.2 0.5 -0.5 -0.1 -0.6 0.7 -0.1
Mouth/teeth dental problems: Loose teeth 1.2 1.5 3.1 -0.4 1.3 -1.4 1.8 0.6
Emphysema/chronic bronchitis 1.5 1.7 5.2 0.4 -0.5 -2.3 -1.6 -0.6
Medication for pain relief, constipation, heartburn 0.3 0.5 1.3 0.9 0.2 1.2 0.5 0.3
Neck or shoulder pain in last month 1.6 2.3 5.6 -0.5 2.4 -1.2 1.6 1.4
Medication: Blood pressure 0.1 0.2 0.6 -0.1 0.1 0.3 -0.5 -0.8
Angina (self-reported) 0.5 0.6 1.7 0.9 -0.1 -0.8 1.3 0.2
Migraine (self-reported) 0.8 1.0 1.8 1.4 -0.2 0.8 -0.8 1.3
Medication: Ibuprofen 0.3 0.3 1.2 0.0 -0.2 0.5 -1.1 -0.2
Medication: Allopurinol 16.5 22.0 69.6 1.4 -0.8 2.6 -8.3 5.6
Medication: Omeprazole 0.6 0.7 2.0 -0.8 -0.4 -0.4 -0.8 -1.4
Medication: Seretide 50 evohaler 0.6 0.6 1.2 -0.6 1.1 -0.1 0.8 -1.0
Mean time to correctly identify matches 0.2 0.4 1.0 0.6 -0.1 -0.2 -1.0 -0.6
Heart disease (mother) 1.4 1.7 3.8 1.9 1.2 -0.9 1.6 -0.1
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.6 0.7 1.8 -0.2 1.4 0.9 0.8 0.3
Whole body fat mass 0.3 1.0 2.3 -1.5 -1.0 0.5 1.0 -0.9
Leg fat mass (right) 0.4 1.5 2.9 -1.6 -1.7 0.6 0.2 -1.3
Arm predicted mass (right) 0.5 2.3 6.4 -2.0 -0.7 2.5 0.6 -0.4
Pulse rate, automated reading 0.5 1.5 2.7 -1.7 -0.9 1.2 0.3 -1.6
Alcohol intake frequency. 1.1 2.5 6.3 -1.5 -1.5 1.0 -2.5 -0.8
Comparative height size at age 10 0.8 4.4 9.5 0.3 2.1 0.4 2.8 3.1
Number of full sisters 0.6 0.7 2.8 0.4 -0.6 0.2 -1.7 0.3
Suffer from ‘nerves’ 0.2 0.4 0.8 0.3 0.2 0.8 -0.4 0.9
Overall health rating 0.0 0.1 0.2 -0.5 0.5 0.3 -0.1 -0.0
Chest pain or discomfort 0.8 1.1 2.0 -1.0 1.2 -1.0 1.4 0.3
Had major operations 0.6 0.7 2.9 0.7 -0.3 0.5 0.1 1.7
Age at last live birth 0.6 0.8 1.4 1.0 0.9 -1.2 0.9 -0.2
Family relationship satisfaction 1.8 2.2 6.8 1.0 -0.8 2.6 -1.6 0.4
Leg pain on walking 1.2 1.6 2.4 -1.6 0.9 -1.0 1.5 -1.2
Qualifications: NVQ or HND or HNC or equivalent 1.5 1.8 4.6 -1.0 -2.1 1.1 -1.3 -0.8
Commuting to job workplace: Car/motor vehicle 2.6 3.0 7.0 -1.7 -2.7 -0.5 -0.9 -2.0
Illness, injury, bereavement, stress in last 2 years 0.8 1.0 2.6 1.6 0.5 0.0 1.1 0.9
Medication: Aspirin 0.6 0.8 1.8 1.3 0.3 -0.5 1.4 0.1
Supplements: Vitamin C 1.2 1.4 4.0 -0.3 -0.4 2.0 -1.1 -1.2
Knee pain experienced in last month 1.8 2.9 6.3 -2.0 -0.1 -0.2 1.9 -2.5
Hypertension (Self-reported) 0.0 0.1 0.4 0.6 0.4 -0.1 -0.2 -0.2
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 1.0 1.2 2.0 -1.2 -0.7 1.4 -1.1 -0.7
Illnesses of father: Heart disease 1.2 1.6 4.1 1.1 2.0 0.0 1.7 0.0
Illnesses of siblings: Diabetes 1.4 1.7 4.0 -0.0 0.7 -2.0 0.7 2.0
Smoking status: Previous 0.3 0.5 0.9 0.3 -0.6 0.2 -0.9 -0.9
Forced expiratory volume in 1-second (FEV1), predicted 0.4 0.8 1.8 1.0 1.0 -0.0 1.4 0.6
Whole body fat-free mass 0.3 1.9 4.9 -1.7 -0.4 2.2 1.2 -0.5
Leg fat-free mass (right) 0.4 2.2 4.6 -1.8 -0.9 2.1 1.0 -1.1
Arm fat percentage (left) 0.6 2.2 4.5 -1.6 -1.9 -0.2 0.4 -2.1
Average weekly red wine intake 0.5 0.7 1.8 1.2 0.6 0.3 1.3 -0.0
Handedness (chirality/laterality): Left-handed 1.0 1.2 1.8 -0.5 1.2 -1.2 1.4 1.1
Mood swings 0.6 1.1 2.9 0.3 -1.3 1.7 -0.9 -0.2
Loneliness, isolation 0.7 1.0 1.8 1.2 0.6 0.8 -0.9 1.4
Long-standing illness, disability or infirmity 0.2 0.2 0.9 -0.0 0.9 0.3 0.1 0.4
Ever had bowel cancer screening 0.3 0.3 1.0 -0.5 0.4 -0.0 -0.4 -1.0
Diabetes diagnosed by doctor 0.2 0.3 0.7 -0.6 -0.4 -0.0 0.5 -0.9
Ever had stillbirth, spontaneous miscarriage or termination 1.3 1.4 3.6 -1.3 -1.2 0.2 -1.9 -0.1
Friendships satisfaction 2.0 2.5 6.2 2.5 1.5 -0.7 0.5 1.8
Qualifications: nursing, teaching 0.9 1.4 2.5 -0.4 -1.6 1.5 -0.9 -1.1
Commuting to job workplace: Walk 0.4 0.5 1.4 1.2 -0.1 0.3 -0.5 0.7
Eye problems/disorders: Cataract 1.1 1.3 2.9 1.3 1.7 -1.0 0.8 0.2
Mouth/teeth dental problems: Mouth ulcers 0.6 0.9 2.0 -1.1 0.3 -0.9 0.8 -1.4
Medication for cholesterol 0.5 0.7 1.4 -0.6 -1.2 -1.1 0.1 -0.7
Medication: Laxatives (e.g. Dulcolax, Senokot) 1.2 1.4 2.1 1.2 -1.2 0.8 -1.4 1.3
Back pain experienced in last month 0.9 1.4 3.3 -1.8 -0.0 1.8 0.1 -0.5
Mineral and other dietary supplements 0.6 0.8 2.3 -1.5 -0.2 -0.5 -0.9 -0.7
Breast cancer (self-reported) 2.1 2.5 5.7 1.1 0.6 -0.2 2.4 -2.3
Asthma (self-reported) 0.1 0.2 0.3 -0.4 0.4 -0.5 0.5 -0.1
Osteoporosis (self-reported) 18.4 22.8 37.1 -0.9 -5.8 4.9 -6.1 -4.4
Osteoarthritis (self-reported) 2.6 3.4 6.9 -0.4 2.6 -2.3 2.2 0.5
Medication: Aspirin 1.0 1.3 2.8 1.7 0.8 0.1 1.5 0.9
Medication: Gliclazide 1.4 1.6 3.1 -1.8 -1.3 1.7 -0.7 -0.1
Illnesses of father: None of the above (group 1) 1.1 1.4 2.7 0.6 -1.2 1.6 -1.4 -0.6
Smoking status: Current 0.5 0.8 2.1 -1.1 0.8 -1.5 0.5 0.3
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.5 1.1 3.0 0.4 1.7 -1.2 0.9 0.4
Whole body water mass 0.4 2.0 4.9 -1.8 -0.5 2.2 1.2 -0.6
Leg predicted mass (right) 0.4 2.2 5.0 -1.8 -0.9 2.2 1.0 -1.1
Arm fat mass (left) 0.5 1.9 4.0 -2.0 -1.4 0.3 0.8 -1.7
Number of self-reported non-cancer illnesses 0.3 0.6 2.0 -1.4 0.4 0.1 -0.9 -0.1
Average weekly champagne plus white wine intake 0.2 0.3 0.8 -0.3 -0.9 0.4 -0.5 -0.3
Miserableness 0.4 0.7 1.7 1.3 0.1 0.3 -1.2 0.2
Guilty feelings 0.8 1.2 3.3 0.3 -0.8 1.2 -1.8 -0.5
Wears glasses or contact lenses 0.5 0.6 1.2 -1.0 -0.1 -0.6 1.1 -0.6
Ever taken oral contraceptive pill 0.6 0.7 3.3 0.2 -0.5 0.1 0.0 -1.8
Hearing aid user 0.1 0.1 0.3 0.2 -0.4 -0.3 -0.6 -0.3
Mother’s age at death 1.0 1.2 2.2 1.4 1.5 0.2 0.1 1.3
Financial situation satisfaction 0.2 0.3 0.8 0.3 0.5 -0.1 0.6 0.9
Tinnitus: Yes, now most or all of the time 0.2 0.2 0.5 -0.3 0.7 0.1 0.6 0.3
Commuting to job workplace: Public transport 1.3 1.5 2.7 0.2 1.6 -1.5 1.6 0.4
Eye problems/disorders: Glaucoma 1.3 1.5 2.6 1.4 -1.2 -0.2 -1.6 -1.1
Medication: Blood pressure 0.8 1.6 3.8 1.9 1.7 0.5 0.2 1.0
Pain type(s) experienced in last month: Hip pain 0.6 0.7 1.9 1.0 0.4 1.4 0.4 -0.7
Supplements: Fish oil (including cod liver oil) 1.9 2.5 3.6 1.9 1.7 -1.2 1.8 1.1
High cholesterol (Self-reported) 1.1 2.0 2.3 1.4 1.0 1.5 -1.5 1.5
Medication: Bendroflumethiazide 0.4 0.6 1.7 -0.8 -0.6 1.3 0.2 -0.4
Medication: Paracetamol 0.7 1.1 2.7 -1.7 -1.2 0.8 -0.7 -0.4
Medication: Lisinopril 1.1 1.5 3.9 0.7 -0.4 1.3 -1.0 -2.0
Medication: Atorvastatin 0.4 0.5 1.5 -0.4 0.3 1.2 -0.7 -0.0
Illnesses of father: High blood pressure 0.1 0.2 0.3 0.4 0.6 0.1 0.3 0.6
Alcohol drinker status: Never 0.4 0.5 1.5 0.5 1.2 0.4 -0.3 0.7
Ever smoked 0.2 0.3 0.8 0.8 0.2 -0.4 -0.9 0.2
Basal metabolic rate 0.4 2.0 4.2 -1.9 -0.7 2.0 1.1 -0.7
Leg fat percentage (left) 0.2 0.7 1.5 -1.2 -1.2 0.2 0.2 -0.8
Arm fat-free mass (left) 0.3 1.7 4.2 -1.8 -0.3 2.1 1.0 -0.2
Number of operations (self-reported) 0.4 0.6 2.2 -0.7 0.2 0.2 1.5 -0.4
Average weekly beer plus cider intake 0.2 0.3 0.6 -0.6 0.6 0.4 0.4 -0.8
Irritability 0.4 0.7 2.1 0.7 -0.8 0.7 -1.5 0.0
Risk taking 1.6 2.3 6.0 0.2 -1.6 1.6 -2.4 -0.6
Ever had prostate specific antigen (PSA) test 0.3 0.3 1.5 -0.1 0.2 -0.3 1.2 0.2
Fractured/broken bones in last 5 years 0.9 1.1 2.3 -1.1 -1.5 -1.0 -0.9 -0.4
Age started oral contraceptive pill 0.1 0.2 0.6 -0.4 0.0 0.1 -0.2 0.8
Diastolic blood pressure, automated reading 0.4 1.3 5.2 0.1 -0.5 2.3 -0.6 -0.8
Ever depressed for a whole week 0.9 1.2 3.3 -0.1 1.0 0.8 -0.9 1.8
Unable to work because of sickness or disability 0.1 0.1 0.5 0.0 0.1 0.4 -0.0 0.7
Commuting to job workplace: Cycle 0.8 0.9 1.8 1.1 0.7 1.3 0.9 0.5
Myopia 0.3 0.4 1.1 -1.1 -0.8 0.1 0.4 -0.2
Vascular/heart problems diagnosed by doctor 0.1 0.2 0.6 -0.8 -0.5 0.2 0.3 -0.2
Cholesterol lowering medication 1.1 1.6 3.9 0.5 0.8 2.0 -0.3 1.7
Medication: Omeprazole (e.g. Zanprol) 0.7 0.9 1.7 -0.4 -0.8 0.7 -1.1 -1.3
Pain experienced in last month 0.4 0.7 2.6 1.6 0.4 0.3 -0.2 0.7
Supplements: Calcium 5.6 6.2 10.9 1.0 -3.0 2.1 -3.3 -2.5
Basal cell carcinoma (self-reported) 0.1 0.1 0.2 -0.2 -0.1 -0.2 -0.4 -0.4
Heart attack/myocardial infarction (self-reported) 0.2 0.2 0.4 0.6 0.6 -0.5 0.2 -0.1
Deep venous thrombosis (DVT) (self-reported) 0.3 0.4 0.6 0.8 -0.3 0.8 -0.7 0.1
Heart disease (siblings) 1.7 2.1 4.0 1.1 -1.9 1.3 -2.0 0.0
Alcohol drinker status: Previous 0.8 0.9 2.4 -0.4 -1.5 0.4 -0.9 -1.1
Pack years of smoking 0.6 0.9 2.3 -0.3 0.9 -0.8 1.5 -0.6
Impedance of whole body 1.7 8.5 17.4 2.4 3.4 -2.5 1.3 4.2
Leg fat mass (left) 0.3 1.3 2.6 -1.6 -1.5 0.9 0.2 -1.1
Arm predicted mass (left) 0.5 2.4 6.4 -2.0 -0.3 2.5 1.1 -0.5