Hub : Genes

PTPRS

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 Colon Transverse 0.175 0.0680 7.3e-03 -0.006 NA 0.027 NA 0.001 9.5e-01 NA 1.9e-02 NA 3.0e-01
2 GTEx Thyroid 0.156 0.0420 3.1e-04 0.113 NA 0.069 NA 0.116 6.1e-09 NA 5.5e-06 NA 3.6e-09
3 ROSMAP Brain Pre-frontal Cortex 0.125 0.0294 1.4e-06 0.098 0.067 0.084 0.089 0.098 1.6e-12 5.4e-09 6.6e-11 1.8e-11 1.3e-12
4 TCGA Glioblastoma Multiforme 0.400 0.1100 1.3e-04 -0.005 0.178 0.036 NA 0.014 4.8e-01 4.4e-06 2.9e-02 NA 1.2e-01
5 TCGA Thyroid Carcinoma 0.085 0.0310 3.4e-04 -0.003 0.035 0.002 NA -0.001 9.1e-01 2.2e-04 2.1e-01 NA 4.2e-01

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5
Bipolar Disorder (2018) 0.5 0.8 2.4 -1.5 0.9 -0.6 0.6 0.5
Bipolar Disorder or Schizophrenia 0.3 0.8 2.2 0.7 0.4 -1.5 -0.6 -0.7
Depressed Affect (Nagel 2018) 0.7 1.5 2.2 -0.9 1.5 1.3 -1.4 1.0
Depression (Nagel 2018) 1.5 2.3 3.9 0.4 1.4 -1.6 -2.0 1.6
Intelligence (Savage-Jansen 2018) 0.9 2.9 8.1 -2.8 0.9 1.9 1.3 0.4
Neuroticism (Nagel 2018) 0.3 0.7 2.2 -0.9 0.6 1.5 -0.0 -0.4
Schizophrenia (2018) 0.8 1.6 5.1 2.2 -0.2 -1.4 -0.6 -0.8
Schizophrenia vs Biploar Disorder 1.6 2.1 3.2 1.8 0.0 -1.7 1.1 -1.8
Worry (Nagel 2018) 0.5 1.1 3.3 -0.2 -0.2 1.8 1.3 -0.3
Alzheimer’s Disease (in mother) 1.1 1.3 2.7 0.5 0.0 1.6 -1.5 1.3
Alzheimer’s Disease (in father) 0.9 1.0 2.1 -1.3 0.4 -1.4 0.8 0.6
Alzheimer’s Disease (including proxy) 0.4 0.5 2.3 -0.2 -0.0 0.6 -0.1 1.5
Crohns Disease (2017) 0.2 0.4 1.6 0.2 0.0 -0.3 0.4 -1.2
Irritable Bowel Disease (IBD) 0.1 0.3 0.4 0.6 0.7 0.6 0.1 0.4
Ulcerative Colitis (UC) 0.5 0.9 1.5 1.2 1.0 0.7 -0.4 1.2
Major Depression (MDD) 1.2 1.4 2.8 -1.7 -0.4 1.1 -0.7 1.6
Reaction Time 0.9 1.6 4.2 -2.0 -0.1 0.1 0.7 -1.9
Verbal and Numeric Reasoning (VNR) 0.5 1.3 5.1 -2.3 1.0 0.7 0.2 0.1
Breast Cancer 0.4 0.9 2.0 0.7 0.7 -0.8 -1.1 -1.4
Ovarian Cancer 1.2 1.6 2.6 -0.8 1.2 1.6 -1.6 1.0
Prostate Cancer 1.2 1.7 2.5 -0.8 -1.3 -1.2 1.6 -1.6
Age at First Birth 0.4 0.6 1.5 0.6 -1.2 -0.7 0.9 0.1
Bipolar Disorder (2011) 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Body Mass Index (BMI) (2010) 0.6 0.9 3.1 -0.1 0.1 1.0 -1.8 0.6
Coronary Artery Disease (CAD) 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Crohns Disease (2012) 0.1 0.2 0.5 0.7 -0.4 -0.2 0.2 0.3
Mean Putamen Volume 0.3 0.3 0.8 0.1 0.6 0.5 -0.9 0.2
Fasting Glucose 1.6 1.9 5.9 2.4 0.8 1.3 0.0 1.2
HbA1C 0.4 0.5 0.7 0.8 0.5 0.8 -0.8 0.4
HDL Cholesterol 0.2 0.3 0.9 0.2 -0.5 1.0 0.4 -0.2
LDL Cholesterol 0.4 0.6 1.8 -0.4 0.4 -0.1 -1.4 1.0
Lupus 0.4 0.6 1.7 -0.0 -0.1 1.3 -0.8 0.8
Neuroticism (2016) 0.4 0.6 2.6 0.2 -0.1 0.5 0.5 -1.6
Primary Biliary Cirrhosis 0.1 0.2 0.4 0.1 -0.6 -0.6 0.2 -0.4
Rheumatoid Arthritis 0.2 0.3 0.6 0.7 0.8 -0.4 0.5 0.0
Schizophrenia (2014) 0.9 1.9 5.5 1.2 0.6 -2.4 0.2 -1.5
Triglycerides 0.1 0.2 0.6 0.1 0.6 0.1 0.8 -0.2
Type 2 Diabetes (T2D) (2012) 0.4 0.4 0.7 0.2 0.7 -0.7 0.7 -0.8
Ulcerative Colitis 1.1 1.6 4.6 1.0 1.4 0.7 0.1 2.1
Blood Eosinophil Count 0.5 3.5 7.2 1.4 0.9 -2.7 2.3 -1.5
Blood Platelet Count 0.2 2.5 6.6 2.6 1.7 -0.6 -1.4 0.9
Blood Red Count 0.0 0.4 1.3 -0.5 -0.5 0.3 0.7 -1.1
Blood White Count 0.5 3.8 6.9 2.5 -1.6 -1.4 2.6 -1.1
Heel T-Score 0.2 1.7 4.8 0.1 -2.2 -0.1 0.8 -1.8
BMI 0.9 5.0 12.0 2.4 3.5 0.4 -2.6 0.3
Height 1.3 25.6 100.0 -10.0 0.4 4.3 -0.8 3.0
Waist Hip Ratio (WHR) 1.2 5.2 10.5 0.6 1.7 -3.2 3.2 -1.5
Systolic Blood Pressure 1.1 5.3 12.5 3.5 1.8 0.6 -1.0 3.1
Smoking Status 0.3 0.7 1.7 1.3 -0.8 0.9 -0.2 0.7
Allergy or Eczema 0.1 0.4 1.4 0.1 0.2 -1.2 0.7 -0.4
Cardiovascular Disease 1.8 6.0 8.8 2.9 3.0 0.4 -2.6 2.4
Hypothyroidism (self reported) 0.9 2.1 8.1 2.8 0.9 -0.9 -1.0 -0.1
Respiratory disease 0.1 0.3 1.0 0.6 0.1 -0.2 -1.0 0.3
Type 2 Diabetes (T2D) (2018) 1.4 2.7 6.7 2.6 1.3 -2.2 0.0 -0.1
Lung FEV1/FVC ratio 0.3 1.3 2.4 1.3 -1.3 -0.1 -1.6 1.0
Lung FVC 0.9 4.5 10.1 -0.9 -3.2 2.7 2.1 0.4
Neuroticism 0.3 0.6 2.0 -0.8 -0.3 1.4 -0.4 -0.5
Chronotype (morning person) 1.0 2.2 5.7 -1.1 -0.3 2.1 2.4 0.0
Hair Pigment 0.1 1.8 5.5 -1.5 1.0 -0.3 2.4 0.3
Tanning 0.0 0.5 1.8 -0.2 1.4 0.0 0.1 0.7
Hand grip strength (left) 1.3 3.4 4.9 -1.4 1.5 1.9 -2.0 2.2
Number of treatments/medications taken 4.3 7.7 18.5 4.3 2.5 -0.3 -2.2 3.0
Average weekly spirits intake 1.1 1.4 3.4 -0.5 -0.2 -0.8 1.6 -1.8
Sensitivity / hurt feelings 0.9 1.6 2.2 -1.4 -0.7 -1.2 1.5 -1.3
Frequency of depressed mood in last 2 weeks 1.3 1.8 3.4 1.9 0.7 -1.2 -1.5 1.1
Hearing difficulty/problems: Yes 1.7 2.7 7.1 2.7 -1.0 -1.8 -1.0 -0.9
Relative age of first facial hair 1.1 2.2 4.8 -2.2 1.1 0.8 2.0 -0.6
Other serious medical condition/disability diagnosed by doctor 1.2 1.6 2.9 1.2 -0.1 -1.6 -1.7 -1.0
Ever used hormone-replacement therapy (HRT) 0.8 1.1 4.5 2.1 0.1 -0.6 -0.6 0.4
Ever had hysterectomy (womb removed) 0.8 0.9 1.8 1.3 -1.0 -0.9 -0.6 -0.8
Systolic blood pressure, automated reading 1.4 4.1 10.4 3.2 1.4 0.3 -1.2 2.6
Eye problems/disorders: Diabetes related eye disease 1.4 1.5 7.2 2.7 -0.5 0.0 -0.2 -0.1
Angina 1.4 1.9 7.9 2.8 0.3 0.5 -1.1 0.2
Medication for hormone replacement therapy 0.3 0.3 0.6 0.6 0.7 0.1 -0.5 0.8
Vitamin and mineral supplements 0.6 0.8 2.6 -0.2 0.6 1.6 0.6 0.6
Supplements: Zinc 2.2 2.4 6.2 -0.9 -0.4 -2.0 2.5 -1.0
Medication: Co-codamol 1.9 2.2 7.3 2.7 -0.1 -0.6 -1.5 -0.9
Medication: Metformin 2.4 3.4 7.7 2.8 2.5 1.4 0.3 1.0
Diabetes (father) 1.9 2.3 6.3 2.1 -0.4 -2.5 0.2 -0.8
Diabetes (mother) 0.5 0.6 1.4 1.2 0.2 -0.7 0.4 -0.9
Severe depression (siblings) 1.5 1.7 3.6 -0.5 1.9 0.6 -0.9 1.8
Pack years adult smoking proportion 0.3 0.4 1.3 -0.2 0.5 -0.6 -1.2 0.3
Impedance of leg (right) 0.8 4.0 11.0 -0.9 -1.9 -1.6 3.3 -1.5
Leg fat-free mass (left) 0.9 4.7 7.6 -2.4 1.8 2.7 -2.2 1.5
Trunk fat percentage 0.2 1.0 2.2 1.5 0.6 1.1 -0.7 -0.8
Hand grip strength (right) 1.6 4.4 9.7 -2.2 1.0 3.1 -1.7 1.9
Townsend deprivation index at recruitment 0.7 1.1 2.3 1.2 -1.2 -1.5 -0.3 0.0
Current tobacco smoking 0.3 0.5 1.2 -0.2 -1.1 1.1 0.3 0.1
Average weekly fortified wine intake 0.9 1.1 3.2 -0.3 1.8 -0.1 -1.3 0.6
Maternal smoking around birth 0.9 1.3 2.3 1.2 -1.2 -1.5 0.8 -0.7
Fed-up feelings 0.5 0.9 3.5 0.9 0.1 0.6 -0.1 1.9
Frequency of unenthusiasm / disinterest in last 2 weeks 0.8 1.0 3.2 1.2 0.3 -1.8 -0.1 0.8
Relative age voice broke 1.2 1.9 5.0 -2.2 1.0 0.7 1.7 -0.3
Taking other prescription medications 5.1 7.8 24.7 5.0 1.6 -0.8 -2.4 2.4
Age when periods started (menarche) 1.9 4.5 13.0 -3.6 -0.1 1.2 2.6 -1.1
Bilateral oophorectomy (both ovaries removed) 0.9 1.1 1.3 1.1 -1.0 -1.0 0.8 -1.1
Heel bone mineral density (BMD) T-score, automated (left) 0.3 0.7 1.6 1.2 -0.3 0.6 -1.2 -0.0
Tinnitus: Yes, but not now, but have in the past 0.6 0.6 1.3 1.1 -0.4 -1.0 -0.6 -0.3
Qualifications: CSEs or equivalent 0.2 0.3 0.9 -0.8 -0.0 0.1 0.9 -0.2
Serious illness, injury or assault to yourself 1.3 1.6 5.9 2.4 1.3 -0.5 0.3 0.4
High blood pressure 1.9 5.3 9.3 1.7 3.1 1.2 -2.3 2.7
Hayfever, allergic rhinitis or eczema 0.3 0.7 1.4 -0.6 -0.1 -1.2 1.2 -0.3
Multivitamins +/- minerals 1.4 1.8 4.3 -1.2 -0.9 -2.1 0.6 -1.5
Stomach or abdominal pain in last month 0.9 1.1 2.0 -0.8 1.0 -1.3 1.4 0.1
Supplements: Glucosamine 1.0 1.3 2.1 0.6 -1.4 -0.5 1.4 -1.3
Diverticular disease/diverticulitis (self-reported) 3.3 3.9 7.8 -1.2 -2.5 -1.8 0.8 -2.8
Medication: Atenolol 0.2 0.3 0.5 0.6 0.7 0.6 -0.2 -0.4
Medication: Levothyroxine sodium 1.1 1.8 5.3 2.3 0.4 -1.2 -1.5 -0.2
Sitting height 1.8 12.5 41.6 -6.4 -1.4 4.1 0.2 1.4
Chronic bronchitis/emphysema (father) 1.4 1.7 3.1 1.7 1.2 -1.8 -1.0 0.2
High blood pressure (mother) 0.2 0.3 0.6 0.5 0.6 0.4 -0.7 0.3
Body mass index (BMI) 0.8 3.5 11.0 3.3 1.7 0.3 -1.8 0.1
Impedance of leg (left) 0.7 3.2 7.8 -1.0 -1.9 -1.2 2.8 -1.5
Leg predicted mass (left) 0.9 4.6 7.1 -2.5 1.8 2.7 -2.2 1.4
Trunk fat mass 0.2 1.1 2.2 0.5 1.0 1.5 -1.4 -0.0
Waist circumference 0.3 1.2 3.0 1.7 1.4 0.1 -1.1 -0.1
Number of incorrect matches in round 0.7 1.2 2.6 0.8 -0.9 -1.6 0.6 -1.1
Past tobacco smoking 0.9 1.7 3.1 -1.4 0.2 -1.8 1.6 -0.9
Alcohol usually taken with meals 1.6 2.6 4.6 -0.4 -1.5 -1.5 2.0 -2.1
Nervous feelings 0.3 0.5 2.0 0.1 0.5 1.4 0.3 0.3
Frequency of tenseness / restlessness in last 2 weeks 0.9 1.4 3.2 1.0 -0.2 0.9 -1.5 1.8
Hearing difficulty/problems with background noise 1.6 2.6 5.2 1.3 -1.1 -2.3 -1.0 -2.0
Hair/balding pattern: Pattern 2 0.5 0.7 3.2 1.8 -0.1 0.4 -0.3 0.1
Had menopause 0.4 0.5 1.9 0.6 -0.2 -0.5 0.2 -1.4
Had other major operations 0.8 1.0 2.8 1.7 0.2 -0.6 1.2 -0.4
Forced vital capacity (FVC) 1.3 4.9 17.3 -4.2 -0.9 1.8 1.4 1.0
Heel bone mineral density (BMD) T-score, automated (right) 0.5 1.1 2.3 1.5 -1.0 -0.0 -1.4 -0.4
Ever unenthusiastic/disinterested for a whole week 0.4 0.5 1.0 -0.9 0.6 -1.0 -0.4 -0.7
Qualifications: None of the above 1.3 2.8 7.0 2.7 -0.6 -2.1 1.5 -0.2
Financial difficulties in last 2 years 1.6 2.1 6.2 1.8 -0.6 -2.5 0.3 -0.9
Mouth/teeth dental problems 0.3 0.4 0.8 0.1 -0.3 0.7 -0.9 0.8
Heart attack 1.6 2.0 7.2 2.7 -0.0 -1.3 0.3 -1.1
Allergy 0.2 0.4 1.5 0.1 -0.1 1.2 -0.3 0.4
Pain all over the body in last month 1.0 1.1 3.3 0.7 0.8 0.9 -0.2 1.8
Diabetes (self-reported) 1.8 2.8 8.8 3.0 2.2 -0.3 -0.4 0.4
Hayfever/allergic rhinitis (self-reported) 0.3 0.3 1.1 0.6 0.3 1.1 0.2 -0.3
Medication: Ramipril 1.1 1.5 6.4 2.5 0.3 -0.8 -0.4 -0.1
Medication: Simvastatin 1.0 1.5 4.7 1.2 2.2 0.5 -0.8 0.7
Fluid intelligence score 1.1 2.2 8.0 -2.8 -0.7 0.3 0.4 -1.6
Illnesses of siblings 1.7 2.4 4.7 -1.9 -1.8 2.2 -0.1 -0.7
Neuroticism score 0.3 0.7 2.1 -1.5 -0.2 1.0 -0.0 -0.5
Weight 0.5 2.5 4.2 -0.6 1.7 1.9 -2.0 1.1
Impedance of arm (right) 0.1 0.7 2.2 -0.2 -0.5 -0.4 0.8 -1.5
Arm fat percentage (right) 1.0 3.9 14.1 3.8 1.3 -0.0 -1.7 -0.8
Trunk fat-free mass 1.1 6.2 14.0 -3.7 1.9 1.9 -1.9 2.5
Hip circumference 0.5 2.3 5.6 -0.2 0.8 2.1 -2.4 0.8
Time employed in main current job 0.2 0.2 0.5 -0.7 0.6 0.4 0.2 0.4
Alcohol intake versus 10 years previously 1.2 1.7 2.8 1.7 1.3 0.1 -1.5 1.4
Father’s age at death 2.1 2.9 7.5 -2.7 1.7 2.0 0.3 0.5
Worrier / anxious feelings 0.3 0.5 1.5 -0.7 -0.1 1.2 0.4 -0.5
Frequency of tiredness / lethargy in last 2 weeks 1.0 1.6 3.4 1.1 1.5 -0.5 -1.8 0.8
Falls in the last year 1.2 1.6 3.0 1.7 0.8 -0.2 -1.4 1.6
Hair/balding pattern: Pattern 3 0.3 0.5 1.3 0.2 0.2 1.1 0.3 -0.9
Number of live births 1.2 1.7 4.1 0.7 -0.7 -2.0 1.2 -1.4
Forced expiratory volume in 1-second (FEV1) 0.8 2.5 6.9 -2.6 -1.1 1.4 1.2 1.0
Pulse rate 2.0 3.4 8.4 -2.9 1.1 1.3 1.1 2.1
Happiness 0.7 0.9 1.3 0.2 1.0 1.1 -1.1 1.0
Noisy workplace 1.2 1.5 6.7 2.6 -0.4 0.4 -0.2 0.6
Qualifications: A levels/AS levels or equivalent 0.6 1.3 3.3 -1.8 0.1 -0.6 1.0 -1.4
Serious illness, injury or assault of a close relative in last 2 years 0.4 0.4 1.7 -1.3 -0.2 -0.0 0.2 0.6
Mouth/teeth dental problems: Dentures 0.8 1.4 4.1 2.0 1.3 0.9 -0.4 0.4
Asthma 0.2 0.5 1.2 -0.1 0.9 -1.1 -0.5 -0.0
Medication: Ibuprofen (e.g. Nurofen) 0.9 1.1 2.1 -1.4 1.1 -1.5 0.4 0.1
Medication: Cholesterol lowering 1.4 2.1 3.3 1.8 0.9 1.6 -1.6 1.2
Depression (self-reported) 1.5 1.8 3.1 1.8 -0.8 0.8 -1.6 1.4
Medication: Lansoprazole 1.0 1.2 3.9 0.8 -0.3 0.3 2.0 -1.1
Prospective memory result 0.5 0.6 1.3 -0.0 1.0 -0.0 0.9 1.1
Lung cancer (father) 0.6 0.7 1.8 0.4 -0.1 1.2 1.3 -0.1
Illnesses of mother 0.4 0.5 1.7 -0.6 -0.1 -1.3 0.5 -0.6
Forced expiratory volume in 1-second (FEV1), Best measure 0.8 2.6 7.6 -2.8 -1.1 1.5 0.9 1.2
Pulse wave Arterial Stiffness index 1.3 1.5 4.5 1.3 -2.1 -0.8 0.7 -0.5
Impedance of arm (left) 0.5 2.4 4.6 -1.3 -1.9 0.1 1.4 -2.1
Arm fat mass (right) 0.5 1.9 3.6 1.9 1.4 0.9 -1.7 -0.1
Trunk predicted mass 1.1 6.3 14.1 -3.8 2.0 1.9 -2.0 2.4
Standing height 1.8 17.5 67.2 -8.2 0.6 3.7 -1.1 2.3
Length of working week for main job 0.3 0.3 0.7 -0.5 -0.1 0.4 -0.7 -0.9
Exposure to tobacco smoke at home 0.5 0.6 1.3 -0.7 -0.9 -1.1 -0.6 0.1
Breastfed as a baby 1.4 1.7 4.8 -1.1 -0.8 -2.2 0.3 -1.3
Tense / ‘highly strung’ 0.7 1.2 2.5 1.0 1.6 1.1 0.5 1.0
Seen doctor (GP) for nerves, anxiety, tension or depression 2.0 3.0 6.8 -0.4 1.1 2.5 -0.6 2.6
Hair/balding pattern: Pattern 4 0.1 0.2 0.4 0.1 -0.6 -0.6 -0.1 -0.6
Birth weight of first child 0.6 1.0 2.3 -1.5 -0.3 1.4 -0.5 0.7
Peak expiratory flow (PEF) 0.4 1.0 2.3 0.5 -0.9 -0.2 -1.3 1.5
Pulse wave reflection index 2.5 3.1 7.0 2.4 -2.6 -0.4 -0.4 -1.6
Ever highly irritable/argumentative for 2 days 0.8 1.0 2.2 -1.2 0.6 1.0 1.5 -0.2
Loud music exposure frequency 0.6 0.6 2.1 -1.5 -0.9 0.2 -0.4 -0.3
Qualifications: O levels/GCSEs or equivalent 1.2 1.9 7.5 -2.7 0.5 -0.1 -0.7 -1.0
Mouth/teeth dental problems: Bleeding gums 1.8 2.4 5.4 -1.4 -1.0 -1.6 2.3 -1.1
Blood clot in the leg (DVT) 1.4 1.8 5.9 0.2 1.3 0.8 -0.9 2.4
Medication: Paracetamol 1.7 2.8 11.6 0.6 0.1 -3.4 0.6 -1.3
Headache pain in last month 2.1 3.7 9.4 0.6 2.2 -3.1 1.5 -1.2
Medication for cholesterol, blood pressure or diabetes 1.9 3.1 5.5 -1.1 -1.5 -2.3 1.3 -2.2
Glaucoma (self-reported) 0.5 0.6 2.0 -0.5 -0.3 -0.7 -1.4 0.6
Gout (self-reported) 0.9 1.2 4.2 -0.0 2.1 -0.3 -0.9 0.9
Hypothyroidism/myxoedema (self-reported) 1.2 2.4 5.4 2.3 0.5 -1.8 -1.0 -1.3
Medication: Amlodipine 3.0 4.2 8.8 0.8 2.3 2.2 -1.1 3.0
Medication: Ventolin 100micrograms inhaler 0.5 0.6 1.7 -1.3 -0.0 -0.5 1.0 -0.3
Birth weight 2.3 5.1 14.8 -2.1 -0.2 3.9 -1.4 2.0
Chronic bronchitis/emphysema (mother) 0.6 0.7 2.5 1.6 0.3 -0.6 -0.3 -0.5
High blood pressure (siblings) 1.4 2.0 4.3 2.1 2.1 -0.9 -0.4 0.8
Forced vital capacity (FVC), Best measure 1.6 6.0 19.4 -4.4 -0.7 2.6 1.2 1.4
Body fat percentage 0.4 1.5 5.1 2.3 0.4 0.5 -1.1 -0.9
Leg fat percentage (right) 0.7 2.5 10.2 3.2 0.1 -0.8 -0.8 -1.0
Arm fat-free mass (right) 0.9 4.7 12.1 -3.5 1.1 2.3 -1.4 1.7
Exposure to tobacco smoke outside home 2.0 2.7 5.3 0.9 2.3 1.2 -2.0 1.5
Comparative body size at age 10 0.4 1.0 1.7 1.3 -0.9 0.7 -1.2 -0.6
Number of full brothers 0.3 0.3 1.1 -0.4 1.0 -0.3 -0.5 0.3
Worry too long after embarrassment 0.3 0.6 0.8 -0.9 -0.7 0.7 -0.6 -0.9
Seen a psychiatrist for nerves, anxiety, tension or depression 0.5 0.7 1.9 -1.0 -0.4 0.1 -1.4 0.7
Wheeze or whistling in the chest in last year 0.7 1.3 3.4 1.9 1.3 0.5 -1.1 0.1
Number of children fathered 1.0 1.1 3.2 -1.8 -0.2 -0.2 1.5 0.4
Reason for reducing amount of alcohol drunk: Health precaution 0.9 1.0 2.2 -0.6 -1.3 0.6 -1.5 0.8
Age at first live birth 0.9 1.6 7.2 -2.7 -0.2 0.5 0.5 -0.6
Pulse wave peak to peak time 1.6 1.9 4.3 -1.9 2.1 0.9 -0.6 0.6
Health satisfaction 1.9 2.5 6.9 2.6 1.5 -0.2 0.4 1.7
Shortness of breath walking on level ground 1.8 2.2 8.9 3.0 0.6 0.8 -0.1 0.9
Qualifications: College or University degree 0.8 2.6 8.6 -2.9 0.4 1.3 1.1 -1.2
Eye problems/disorders: None of the above 0.9 1.0 3.7 -0.9 0.6 1.9 -0.4 0.3
Mouth/teeth dental problems: Loose teeth 0.6 0.7 1.7 0.4 -0.4 -1.1 1.3 -0.3
Emphysema/chronic bronchitis 0.3 0.4 1.2 0.7 0.3 -0.1 -1.1 0.1
Medication for pain relief, constipation, heartburn 1.3 2.2 6.9 -0.4 -1.5 2.6 1.2 -0.4
Neck or shoulder pain in last month 0.9 1.3 3.1 0.3 0.9 -1.8 -1.2 -0.8
Medication: Blood pressure 1.9 3.4 7.2 0.1 1.4 2.4 -1.4 2.7
Angina (self-reported) 1.4 1.9 8.6 2.9 0.1 0.6 -0.7 0.1
Migraine (self-reported) 0.3 0.4 1.0 -1.0 -0.0 0.4 -0.1 0.9
Medication: Ibuprofen 0.6 0.7 1.4 -0.8 1.0 -1.2 0.4 0.6
Medication: Allopurinol 1.7 2.3 5.8 0.9 2.4 -0.8 -1.1 1.7
Medication: Omeprazole 1.4 1.6 4.3 1.6 -0.1 -0.8 -2.1 0.8
Medication: Seretide 50 evohaler 0.4 0.5 1.6 1.2 -0.5 0.6 -0.5 0.4
Mean time to correctly identify matches 0.5 0.9 2.7 -1.3 -0.4 0.3 0.2 -1.7
Heart disease (mother) 0.1 0.1 0.2 0.1 -0.0 -0.4 0.4 -0.4
Reproduciblity of spirometry measurement using ERS/ATS criteria 1.2 1.4 4.4 0.6 0.5 -1.4 0.5 -2.1
Whole body fat mass 0.4 1.5 2.9 1.1 1.2 1.4 -1.7 0.3
Leg fat mass (right) 0.3 1.2 2.6 1.6 0.9 0.6 -1.4 -0.2
Arm predicted mass (right) 1.1 5.5 14.3 -3.8 1.4 2.2 -1.7 1.9
Pulse rate, automated reading 0.3 1.0 3.5 -0.1 0.9 0.3 0.8 1.9
Alcohol intake frequency. 0.9 2.0 4.2 2.0 1.1 0.3 -1.7 1.3
Comparative height size at age 10 1.1 5.9 9.4 -3.1 1.1 2.5 -2.3 2.8
Number of full sisters 2.5 3.0 8.4 1.8 -1.2 -2.9 -0.3 -1.4
Suffer from ‘nerves’ 0.7 1.1 2.4 0.2 -0.7 1.5 1.6 -0.6
Overall health rating 3.0 6.5 23.5 4.8 0.8 -1.4 -2.1 1.4
Chest pain or discomfort 0.8 1.2 3.1 1.8 1.1 -0.7 -0.7 1.0
Had major operations 2.3 2.7 9.9 -0.3 -0.7 -3.1 0.1 -1.8
Age at last live birth 1.0 1.5 5.6 -2.4 -0.1 -0.5 1.0 -0.6
Family relationship satisfaction 0.6 0.8 2.2 -1.2 1.5 0.2 -0.6 0.1
Leg pain on walking 0.4 0.5 2.0 1.4 0.2 -0.0 0.2 0.7
Qualifications: NVQ or HND or HNC or equivalent 1.7 2.1 4.8 0.6 2.2 0.9 -2.0 0.7
Commuting to job workplace: Car/motor vehicle 0.4 0.5 1.0 0.7 -1.0 0.1 -0.6 0.8
Illness, injury, bereavement, stress in last 2 years 1.2 1.5 2.0 -1.2 -1.3 0.6 1.3 -1.4
Medication: Aspirin 0.9 1.2 3.5 1.9 0.1 -0.8 -1.4 0.0
Supplements: Vitamin C 0.3 0.4 0.6 0.8 -0.7 -0.4 -0.6 -0.6
Knee pain experienced in last month 0.4 0.7 1.1 0.8 -0.8 -0.6 0.7 -1.1
Hypertension (Self-reported) 2.2 6.1 9.9 1.8 3.1 1.5 -2.4 3.0
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 0.2 0.3 0.5 -0.7 0.5 0.2 0.7 -0.4
Illnesses of father: Heart disease 0.5 0.7 1.7 0.7 -0.9 -0.1 -1.3 -0.7
Illnesses of siblings: Diabetes 0.6 0.8 2.2 -0.1 0.1 -1.5 0.1 -1.3
Smoking status: Previous 0.9 1.3 4.5 2.1 -0.5 0.8 -1.1 0.1
Forced expiratory volume in 1-second (FEV1), predicted 2.2 4.7 10.8 -3.2 0.8 3.3 -0.7 1.2
Whole body fat-free mass 1.0 5.9 11.0 -3.3 2.0 2.4 -2.1 2.1
Leg fat-free mass (right) 1.1 5.8 9.4 -2.5 2.0 3.1 -2.6 1.7
Arm fat percentage (left) 0.8 3.0 11.1 3.3 0.7 0.3 -1.5 -1.0
Average weekly red wine intake 0.5 0.7 2.4 -0.7 0.8 1.6 -0.1 0.1
Handedness (chirality/laterality): Left-handed 0.5 0.6 0.9 0.9 0.8 0.6 -0.6 0.9
Mood swings 1.0 1.8 3.6 1.0 1.9 1.4 -0.7 1.3
Loneliness, isolation 0.7 0.9 1.5 -0.9 1.2 -0.2 -1.0 1.1
Long-standing illness, disability or infirmity 2.9 4.5 12.7 3.6 1.5 -1.9 -1.9 -0.2
Ever had bowel cancer screening 1.0 1.2 4.3 0.4 -0.3 -2.1 1.1 -0.0
Diabetes diagnosed by doctor 1.4 2.3 8.4 2.9 1.6 -0.4 -0.3 0.5
Ever had stillbirth, spontaneous miscarriage or termination 1.4 1.5 4.0 -1.1 -0.3 -1.5 2.0 -0.4
Friendships satisfaction 0.7 0.9 1.3 -1.1 1.0 -0.8 1.1 -0.5
Qualifications: nursing, teaching 0.2 0.3 1.2 -0.3 0.1 1.1 0.2 -0.3
Commuting to job workplace: Walk 0.2 0.2 0.3 -0.5 0.5 -0.5 0.0 -0.5
Eye problems/disorders: Cataract 0.7 0.8 2.4 1.6 -0.7 -0.7 -0.3 -0.6
Mouth/teeth dental problems: Mouth ulcers 0.7 1.1 2.6 0.2 -0.3 -1.1 1.6 -1.3
Medication for cholesterol 3.0 4.6 7.8 -2.8 -2.7 0.4 2.2 -1.7
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.8 1.0 1.7 1.3 0.1 -1.2 0.6 1.1
Back pain experienced in last month 0.5 0.8 1.6 0.6 0.9 -0.4 -1.3 0.9
Mineral and other dietary supplements 0.8 1.1 2.9 -1.4 1.7 0.1 -0.3 0.8
Breast cancer (self-reported) 0.2 0.2 0.5 -0.2 0.7 0.0 -0.6 0.1
Asthma (self-reported) 0.2 0.4 1.0 -0.4 0.5 -1.0 -0.5 -0.2
Osteoporosis (self-reported) 1.9 2.4 6.3 0.5 0.4 0.6 -2.5 2.2
Osteoarthritis (self-reported) 1.0 1.3 3.9 2.0 -0.4 -0.7 1.1 -0.9
Medication: Aspirin 0.9 1.2 4.2 2.1 0.2 -0.6 -1.1 0.4
Medication: Gliclazide 1.3 1.5 5.2 2.3 1.2 0.6 -0.8 0.2
Illnesses of father: None of the above (group 1) 1.2 1.5 4.2 -2.1 0.1 1.1 1.3 -0.7
Smoking status: Current 0.3 0.5 1.7 -0.4 -0.6 1.3 0.1 0.7
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.2 0.4 0.9 0.6 -0.2 0.6 -0.4 0.9
Whole body water mass 1.1 6.3 11.5 -3.4 2.0 2.5 -2.2 2.2
Leg predicted mass (right) 1.1 5.7 9.4 -2.4 2.0 3.1 -2.6 1.7
Arm fat mass (left) 0.4 1.8 3.3 1.8 1.3 1.0 -1.8 -0.1
Number of self-reported non-cancer illnesses 3.5 6.1 20.9 4.6 1.0 -1.3 -2.3 1.1
Average weekly champagne plus white wine intake 0.9 1.2 4.8 -1.0 0.2 0.3 -2.2 -0.0
Miserableness 0.3 0.4 1.0 -0.4 0.0 0.9 -1.0 0.4
Guilty feelings 0.4 0.6 1.5 -1.2 0.2 0.8 -0.6 -0.7
Wears glasses or contact lenses 1.8 2.0 4.6 0.0 0.7 2.0 -0.9 2.1
Ever taken oral contraceptive pill 0.4 0.4 1.9 1.4 0.4 -0.1 0.3 0.3
Hearing aid user 1.6 1.8 4.8 2.2 -0.3 1.1 -0.9 1.4
Mother’s age at death 1.5 1.9 5.8 0.2 -0.9 -1.7 -0.2 -2.4
Financial situation satisfaction 0.7 0.9 3.7 0.3 0.3 -0.7 -1.9 0.3
Tinnitus: Yes, now most or all of the time 0.6 0.8 1.5 1.2 -1.2 -0.8 -0.3 -0.4
Commuting to job workplace: Public transport 1.2 1.5 2.4 -1.6 -0.4 -1.1 1.1 -1.5
Eye problems/disorders: Glaucoma 0.9 1.0 3.0 -0.5 -1.0 -1.7 0.7 -0.6
Medication: Blood pressure 2.3 4.4 11.4 3.4 2.3 0.3 -1.5 1.7
Pain type(s) experienced in last month: Hip pain 0.6 0.7 2.0 0.9 -0.7 -0.5 -1.4 -0.2
Supplements: Fish oil (including cod liver oil) 0.8 1.1 2.4 1.5 -1.6 -0.1 -0.7 -0.7
High cholesterol (Self-reported) 1.4 2.6 6.8 2.6 1.7 -0.0 -1.6 0.6
Medication: Bendroflumethiazide 1.5 2.3 3.3 0.8 1.5 1.8 -1.5 1.8
Medication: Paracetamol 0.8 1.3 4.7 1.0 0.5 -2.2 0.3 -0.6
Medication: Lisinopril 1.1 1.5 4.0 -0.3 1.2 2.0 0.2 1.3
Medication: Atorvastatin 3.1 3.8 16.6 4.1 0.2 -0.1 -1.1 1.0
Illnesses of father: High blood pressure 0.7 0.9 1.7 1.3 0.2 -0.4 1.3 0.9
Alcohol drinker status: Never 0.5 0.6 1.2 1.0 1.1 0.4 0.5 0.6
Ever smoked 1.3 2.2 6.8 -0.2 0.8 2.6 -1.0 1.6
Basal metabolic rate 0.9 4.8 7.2 -2.7 1.9 2.4 -2.0 1.8
Leg fat percentage (left) 0.7 2.5 10.0 3.2 0.3 -0.5 -1.2 -0.9
Arm fat-free mass (left) 1.1 5.4 9.6 -3.1 2.2 2.0 -1.9 2.2
Number of operations (self-reported) 1.2 1.8 6.6 1.3 -0.0 -2.6 0.6 0.4
Average weekly beer plus cider intake 0.5 0.8 1.9 -0.5 0.1 0.8 1.4 1.0
Irritability 0.2 0.4 1.0 0.3 1.0 0.8 0.2 0.3
Risk taking 1.2 1.7 4.3 -2.1 -0.7 -1.3 0.3 -1.4
Ever had prostate specific antigen (PSA) test 2.8 3.2 9.1 -0.2 -3.0 -0.7 1.7 -1.8
Fractured/broken bones in last 5 years 0.9 1.2 2.4 1.6 -0.2 -0.8 -1.5 0.7
Age started oral contraceptive pill 0.4 0.5 1.0 -0.6 0.9 -1.0 0.3 -0.3
Diastolic blood pressure, automated reading 1.4 4.2 8.4 1.7 2.5 0.7 -1.7 2.9
Ever depressed for a whole week 1.5 1.8 3.8 -1.2 -0.2 -1.9 0.8 -1.8
Unable to work because of sickness or disability 1.7 2.2 6.9 2.6 0.8 -0.2 -0.1 1.8
Commuting to job workplace: Cycle 1.5 1.8 4.8 -0.1 -2.2 -0.9 0.9 -1.5
Myopia 0.6 0.8 1.5 1.2 0.6 -0.6 -1.0 1.0
Vascular/heart problems diagnosed by doctor 1.7 4.5 7.4 -2.1 -2.7 -0.8 2.0 -2.4
Cholesterol lowering medication 3.6 5.2 14.5 3.8 2.9 -0.8 -0.5 1.6
Medication: Omeprazole (e.g. Zanprol) 1.1 1.3 2.9 1.7 0.0 -0.8 -1.6 0.6
Pain experienced in last month 1.6 2.7 4.8 0.1 -1.6 2.2 2.1 1.4
Supplements: Calcium 2.3 2.5 4.9 2.2 -2.1 -1.6 -0.2 -0.8
Basal cell carcinoma (self-reported) 0.7 0.8 1.6 -1.1 0.5 -1.3 0.7 -0.8
Heart attack/myocardial infarction (self-reported) 1.3 1.6 5.4 2.3 0.0 -1.1 0.7 -1.0
Deep venous thrombosis (DVT) (self-reported) 1.8 2.4 7.5 0.0 1.5 1.0 -1.1 2.7
Heart disease (siblings) 2.0 2.5 5.5 2.0 1.1 -2.3 -0.5 1.2
Alcohol drinker status: Previous 0.1 0.1 0.3 0.0 -0.6 0.4 -0.1 0.1
Pack years of smoking 0.4 0.5 1.3 -0.4 0.8 -0.6 -1.2 0.2
Impedance of whole body 0.7 3.5 6.4 -1.3 -2.0 -0.6 2.5 -2.2
Leg fat mass (left) 0.4 1.5 2.9 1.7 1.0 0.8 -1.7 -0.1
Arm predicted mass (left) 0.9 4.7 9.3 -3.0 1.9 1.9 -1.6 2.0