Hub : Genes

PPM1K

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 Sigmoid 0.2530 0.1000 4.3e-03 0.009 NA -0.006 NA -0.004 1.5e-01 NA 6.1e-01 NA 4.8e-01
2 NTR Blood 0.0222 0.0097 3.1e-03 -0.001 0.004 -0.001 0.003 -0.001 7.8e-01 1.8e-02 6.4e-01 0.037 9.3e-01
3 TCGA Breast Invasive Carcinoma 0.0368 0.0142 1.7e-06 0.048 0.024 0.039 NA 0.042 4.1e-10 8.7e-06 1.4e-08 NA 5.4e-09
4 TCGA Liver Hepatocellular Carcinoma 0.0750 0.0380 1.3e-03 0.026 0.048 0.041 NA 0.037 2.2e-02 2.8e-03 5.2e-03 NA 7.8e-03
5 TCGA Prostate Adenocarcinoma 0.1298 0.0378 3.2e-11 0.110 0.101 0.143 NA 0.103 1.5e-11 1.2e-10 8.8e-15 NA 7.4e-11

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5
Bipolar Disorder (2018) 0.8 1.2 5.2 -0.2 2.3 0.8 0.1 0.5
Bipolar Disorder or Schizophrenia 0.2 0.6 1.1 -1.1 0.3 -0.8 -0.7 -0.8
Depressed Affect (Nagel 2018) 0.1 0.2 0.7 0.5 -0.3 0.2 0.8 -0.1
Depression (Nagel 2018) 1.5 2.3 5.3 -0.1 0.4 -2.2 -1.1 -2.3
Intelligence (Savage-Jansen 2018) 0.2 0.5 1.2 -0.7 -0.6 -1.1 -0.5 -0.0
Neuroticism (Nagel 2018) 0.1 0.3 0.8 0.9 0.5 -0.1 -0.1 -0.6
Schizophrenia (2018) 0.9 1.9 2.9 -1.2 -1.4 -1.7 -1.0 -1.4
Schizophrenia vs Biploar Disorder 0.2 0.3 0.6 -0.4 -0.8 -0.6 0.3 -0.6
Worry (Nagel 2018) 0.4 0.9 3.0 1.0 1.7 0.4 0.0 0.3
Alzheimer’s Disease (in mother) 0.8 1.0 2.1 1.3 -0.1 -0.4 -1.4 -1.0
Alzheimer’s Disease (in father) 1.1 1.2 3.3 1.8 0.4 0.5 1.1 1.0
Alzheimer’s Disease (including proxy) 0.6 0.8 3.9 2.0 -0.2 0.3 -0.3 0.0
Crohns Disease (2017) 0.2 0.5 1.6 -1.3 -0.5 -0.1 0.5 -0.5
Irritable Bowel Disease (IBD) 0.4 1.0 3.2 -1.8 -0.5 0.5 0.9 0.5
Ulcerative Colitis (UC) 0.6 1.1 2.0 -1.4 -0.8 0.6 1.0 1.1
Major Depression (MDD) 0.3 0.4 0.8 -0.2 0.7 -0.5 0.9 -0.6
Reaction Time 1.1 2.2 5.3 0.8 -0.4 -2.3 -1.0 -1.9
Verbal and Numeric Reasoning (VNR) 0.3 0.6 2.5 -1.6 0.1 -0.7 -0.1 0.2
Breast Cancer 8.6 20.7 36.8 0.1 -4.2 -6.0 -3.7 -6.1
Ovarian Cancer 1.4 1.8 3.3 -0.3 -0.7 -1.8 -1.5 -1.7
Prostate Cancer 2.3 3.2 5.5 -1.2 2.0 2.3 0.9 2.1
Age at First Birth 0.8 1.1 2.1 -0.7 0.7 -1.0 -1.5 -1.2
Bipolar Disorder (2011) 1.0 0.9 4.0 -2.0 0.8 0.0 0.0 0.0
Body Mass Index (BMI) (2010) 5.4 7.4 12.5 -2.3 2.5 2.3 3.5 2.9
Coronary Artery Disease (CAD) 0.6 0.7 1.5 0.2 0.3 -1.0 -1.2 -0.9
Crohns Disease (2012) 0.4 0.7 2.5 0.2 0.4 0.8 1.6 0.1
Mean Putamen Volume 1.0 1.1 2.2 1.3 -0.4 1.5 0.6 1.0
Fasting Glucose 1.3 1.5 3.7 -0.7 -1.1 -1.4 -0.4 -1.9
HbA1C 1.1 1.2 2.1 1.4 -0.4 1.5 0.7 1.2
HDL Cholesterol 0.7 1.2 2.9 1.7 -0.5 -0.2 -1.6 -0.5
LDL Cholesterol 0.5 0.7 2.4 0.1 -1.6 0.8 -0.5 0.5
Lupus 1.0 1.5 3.9 -1.6 2.0 0.2 0.9 0.2
Neuroticism (2016) 1.7 2.5 4.6 -0.0 0.9 2.1 1.8 1.9
Primary Biliary Cirrhosis 1.2 1.7 4.6 2.2 0.2 1.2 1.1 1.1
Rheumatoid Arthritis 0.8 1.2 4.2 0.1 -0.2 0.7 2.1 1.0
Schizophrenia (2014) 0.4 0.9 1.7 -0.9 -0.7 -1.2 -0.4 -1.3
Triglycerides 0.8 1.4 3.1 -1.8 -0.4 0.9 0.8 1.4
Type 2 Diabetes (T2D) (2012) 2.0 2.3 5.3 -0.3 -0.8 2.3 1.9 1.4
Ulcerative Colitis 0.3 0.5 0.9 -0.6 0.8 0.7 0.2 0.9
Blood Eosinophil Count 0.7 5.4 20.6 -4.5 -1.0 1.3 -0.7 1.7
Blood Platelet Count 0.1 1.2 3.3 -0.2 -0.0 1.2 1.0 1.8
Blood Red Count 0.1 1.0 3.2 -1.8 0.1 -0.5 -0.6 -1.1
Blood White Count 0.7 5.0 12.7 -1.3 1.5 1.9 3.6 2.2
Heel T-Score 3.8 30.0 91.0 9.5 -7.5 0.7 -1.5 0.6
BMI 2.8 16.3 29.2 -4.4 4.2 2.6 5.4 2.9
Height 0.3 5.1 19.4 4.4 -1.7 -0.4 -1.6 -0.1
Waist Hip Ratio (WHR) 0.3 1.3 2.9 -0.3 1.7 0.5 1.6 0.8
Systolic Blood Pressure 0.4 2.2 7.2 -0.3 -0.5 1.1 2.7 1.4
Smoking Status 0.3 0.8 1.6 0.9 -1.3 -0.4 -1.0 -0.6
Allergy or Eczema 0.1 0.3 0.6 -0.8 0.7 -0.0 -0.5 0.5
Cardiovascular Disease 0.6 2.0 7.2 -0.0 -0.2 0.6 2.7 1.5
Hypothyroidism (self reported) 1.3 2.9 10.3 -1.9 3.2 0.2 0.7 0.4
Respiratory disease 0.5 1.0 2.5 0.5 1.0 1.1 -0.1 1.6
Type 2 Diabetes (T2D) (2018) 1.6 3.0 7.3 -1.7 0.4 1.4 2.7 1.7
Lung FEV1/FVC ratio 0.3 1.8 3.6 1.4 -0.0 1.2 1.9 1.3
Lung FVC 0.4 2.0 6.9 1.4 -2.6 -0.3 -0.8 -0.8
Neuroticism 0.2 0.5 1.1 -0.4 0.8 0.5 1.1 0.6
Chronotype (morning person) 0.2 0.5 1.3 1.1 0.1 -0.1 0.4 -1.1
Hair Pigment 0.1 4.1 10.2 0.7 2.3 1.2 3.2 1.8
Tanning 0.1 1.2 2.6 1.6 1.3 -0.4 -1.4 -0.1
Hand grip strength (left) 0.3 0.8 1.9 -1.4 -0.0 -1.2 -0.1 -0.8
Number of treatments/medications taken 0.4 0.8 3.5 -0.0 0.5 0.1 1.9 0.2
Average weekly spirits intake 0.2 0.2 0.9 -0.3 0.3 0.4 -0.1 0.9
Sensitivity / hurt feelings 0.4 0.6 2.2 -0.1 -1.5 -0.3 -0.8 -0.5
Frequency of depressed mood in last 2 weeks 0.4 0.6 1.4 0.6 -0.4 -0.5 -1.2 -0.9
Hearing difficulty/problems: Yes 4.4 6.7 12.2 -1.9 3.2 1.8 3.5 1.9
Relative age of first facial hair 1.5 3.1 5.0 0.6 -1.3 -2.2 -1.9 -2.2
Other serious medical condition/disability diagnosed by doctor 1.2 1.5 2.0 -1.3 1.3 1.4 1.1 1.1
Ever used hormone-replacement therapy (HRT) 2.0 2.5 6.6 -2.6 2.0 0.6 -0.0 1.3
Ever had hysterectomy (womb removed) 0.3 0.3 0.7 0.9 0.8 -0.4 0.2 -0.1
Systolic blood pressure, automated reading 1.1 3.3 8.6 -1.5 1.8 0.8 2.9 1.4
Eye problems/disorders: Diabetes related eye disease 0.5 0.5 1.2 -0.5 0.9 0.6 1.1 0.1
Angina 1.1 1.4 2.7 0.1 0.7 1.2 1.7 1.5
Medication for hormone replacement therapy 0.3 0.3 0.9 -0.0 0.5 -0.2 -0.9 0.5
Vitamin and mineral supplements 1.1 1.4 4.4 0.3 -0.8 -1.0 -2.1 -1.0
Supplements: Zinc 0.2 0.3 0.7 -0.0 0.6 -0.4 -0.9 -0.3
Medication: Co-codamol 0.1 0.1 0.6 0.8 -0.1 -0.3 0.2 0.1
Medication: Metformin 1.0 1.4 3.8 -1.9 -1.0 0.1 1.4 -0.2
Diabetes (father) 1.0 1.2 3.4 -1.9 0.8 0.8 1.1 0.6
Diabetes (mother) 3.2 4.1 7.3 0.4 -0.7 -2.4 -2.7 -2.5
Severe depression (siblings) 1.0 1.2 2.2 1.1 -0.5 -1.5 -1.0 -1.0
Pack years adult smoking proportion 0.3 0.5 1.2 -0.0 0.9 0.1 1.1 0.7
Impedance of leg (right) 1.6 7.9 19.4 3.3 -4.4 -1.8 -1.8 -1.7
Leg fat-free mass (left) 0.9 4.9 7.8 -2.0 2.8 1.9 2.4 1.8
Trunk fat percentage 0.9 3.5 11.3 -1.8 1.2 0.9 3.4 0.7
Hand grip strength (right) 0.2 0.7 1.6 -1.2 -0.0 -1.1 -0.5 -0.5
Townsend deprivation index at recruitment 4.1 5.8 9.6 2.1 -2.4 -3.1 -1.3 -2.8
Current tobacco smoking 0.1 0.1 0.2 0.3 -0.4 -0.2 0.5 -0.0
Average weekly fortified wine intake 0.4 0.4 1.2 1.1 -0.6 0.7 0.1 -0.1
Maternal smoking around birth 1.7 2.5 6.2 -2.5 1.9 0.9 1.0 0.8
Fed-up feelings 0.1 0.2 0.4 0.1 -0.3 0.5 0.6 0.5
Frequency of unenthusiasm / disinterest in last 2 weeks 0.6 0.8 1.7 -0.0 0.2 -1.3 -1.0 -1.1
Relative age voice broke 1.4 2.1 5.2 0.3 -0.7 -2.0 -0.9 -2.3
Taking other prescription medications 0.9 1.4 4.5 -2.1 1.1 -0.9 0.5 -0.7
Age when periods started (menarche) 2.2 5.2 10.4 -0.7 -3.2 -2.5 -2.6 -1.6
Bilateral oophorectomy (both ovaries removed) 0.1 0.2 0.6 0.1 0.8 -0.2 0.4 -0.0
Heel bone mineral density (BMD) T-score, automated (left) 3.0 6.8 19.8 4.5 -3.7 0.3 -0.4 0.5
Tinnitus: Yes, but not now, but have in the past 0.4 0.5 1.6 1.3 -0.1 -0.4 -0.3 -0.7
Qualifications: CSEs or equivalent 0.4 0.5 0.7 0.8 -0.7 0.1 -0.8 -0.8
Serious illness, injury or assault to yourself 2.6 3.1 10.2 -1.4 3.2 1.1 0.6 1.4
High blood pressure 0.4 1.2 4.2 -1.2 0.3 -0.3 2.0 0.5
Hayfever, allergic rhinitis or eczema 0.3 0.6 1.1 -0.9 0.6 -0.8 -1.0 -0.1
Multivitamins +/- minerals 0.8 1.1 3.3 -1.8 0.5 -0.2 1.3 0.3
Stomach or abdominal pain in last month 2.4 3.0 5.5 -0.8 -0.6 2.4 1.9 2.2
Supplements: Glucosamine 1.3 1.7 5.9 0.9 2.4 0.8 0.1 0.9
Diverticular disease/diverticulitis (self-reported) 0.7 0.8 4.0 -2.0 -0.4 0.0 0.1 -0.2
Medication: Atenolol 0.9 1.1 3.0 1.0 -0.9 0.3 1.7 0.7
Medication: Levothyroxine sodium 1.4 2.4 10.0 -1.3 3.2 -0.1 0.3 0.4
Sitting height 0.0 0.3 1.0 0.2 -1.0 0.0 0.0 0.6
Chronic bronchitis/emphysema (father) 0.5 0.6 1.3 0.9 1.1 -0.7 0.0 -0.4
High blood pressure (mother) 0.3 0.4 0.8 -0.8 0.1 0.8 0.9 0.3
Body mass index (BMI) 2.1 8.9 15.5 -3.1 3.4 2.1 3.9 1.9
Impedance of leg (left) 2.1 10.4 26.0 3.8 -5.1 -2.0 -1.9 -1.9
Leg predicted mass (left) 0.9 5.0 8.0 -2.1 2.8 1.8 2.4 1.8
Trunk fat mass 1.0 4.4 13.2 -1.8 1.7 1.3 3.6 1.1
Waist circumference 1.9 7.1 16.1 -2.4 2.9 1.6 4.0 1.6
Number of incorrect matches in round 0.3 0.6 1.2 1.1 0.8 -0.9 0.4 -0.5
Past tobacco smoking 0.4 0.7 1.7 -0.5 0.6 0.7 1.3 1.0
Alcohol usually taken with meals 0.2 0.3 1.1 -1.1 -0.2 0.4 0.4 0.1
Nervous feelings 0.7 1.4 2.8 1.7 0.5 -0.9 -1.3 -1.2
Frequency of tenseness / restlessness in last 2 weeks 0.4 0.6 1.0 0.8 -0.3 -1.0 -0.8 -0.9
Hearing difficulty/problems with background noise 1.9 3.0 6.4 -0.6 2.5 1.5 2.2 1.0
Hair/balding pattern: Pattern 2 1.3 1.7 3.4 1.2 -0.6 -1.4 -1.9 -1.1
Had menopause 0.6 0.8 3.1 0.3 1.8 -0.4 -0.7 -0.4
Had other major operations 1.0 1.2 4.0 0.2 2.0 0.3 1.4 0.3
Forced vital capacity (FVC) 1.3 5.2 17.2 2.7 -4.2 0.8 -0.4 0.9
Heel bone mineral density (BMD) T-score, automated (right) 3.7 8.5 24.8 5.0 -4.1 0.4 -0.6 0.4
Ever unenthusiastic/disinterested for a whole week 0.9 1.1 1.7 0.7 1.0 -1.3 -1.0 -1.2
Qualifications: None of the above 0.4 0.8 2.7 1.6 -0.7 -0.7 0.2 -0.3
Financial difficulties in last 2 years 0.5 0.6 2.4 -1.6 -0.1 0.2 0.8 -0.2
Mouth/teeth dental problems 0.5 0.8 2.9 -0.4 -0.8 -0.4 -1.7 -0.4
Heart attack 1.1 1.4 4.8 -1.0 -0.3 0.6 2.2 0.9
Allergy 0.4 0.9 1.6 0.5 -1.2 1.0 0.9 0.8
Pain all over the body in last month 0.6 0.7 1.5 0.6 0.4 -1.1 -0.6 -1.2
Diabetes (self-reported) 2.3 3.6 7.2 -2.7 0.4 1.2 2.7 1.4
Hayfever/allergic rhinitis (self-reported) 0.2 0.2 0.6 0.0 -0.1 -0.8 -0.8 -0.2
Medication: Ramipril 0.4 0.5 1.0 0.5 -0.7 0.6 0.5 1.0
Medication: Simvastatin 0.9 1.3 3.2 0.3 -1.1 -1.8 -0.5 -1.3
Fluid intelligence score 0.2 0.4 0.9 0.3 -1.0 0.7 0.7 0.5
Illnesses of siblings 0.7 0.9 2.3 0.2 0.8 1.5 0.6 1.1
Neuroticism score 0.1 0.1 0.3 -0.0 0.2 0.5 0.5 0.1
Weight 1.0 5.2 11.6 -1.6 2.4 1.7 3.4 1.7
Impedance of arm (right) 1.2 5.5 7.8 2.8 -2.7 -2.3 -1.9 -1.9
Arm fat percentage (right) 1.5 6.0 15.2 -2.3 2.3 1.5 3.9 1.3
Trunk fat-free mass 0.5 3.2 4.3 -0.3 1.9 1.9 2.0 2.1
Hip circumference 1.0 4.3 9.9 -1.4 2.0 1.8 3.1 1.6
Time employed in main current job 0.5 0.5 1.1 -0.9 1.1 0.6 0.4 0.3
Alcohol intake versus 10 years previously 0.6 0.9 3.0 -0.6 -1.7 -1.1 0.1 -0.5
Father’s age at death 0.1 0.2 0.5 0.2 0.4 -0.1 -0.7 -0.5
Worrier / anxious feelings 0.4 0.8 1.2 0.9 0.2 1.1 1.0 1.0
Frequency of tiredness / lethargy in last 2 weeks 0.1 0.2 0.4 0.4 -0.2 -0.4 -0.1 -0.7
Falls in the last year 0.2 0.3 1.0 -0.7 0.2 -0.2 1.0 -0.2
Hair/balding pattern: Pattern 3 0.2 0.4 0.9 -0.1 0.4 0.8 -0.1 0.9
Number of live births 0.4 0.6 1.4 1.2 0.6 -0.3 1.0 -0.4
Forced expiratory volume in 1-second (FEV1) 1.2 3.9 13.7 1.8 -3.7 1.0 -0.2 1.2
Pulse rate 0.9 1.6 4.0 -2.0 0.8 0.3 1.6 0.7
Happiness 1.0 1.2 1.5 1.1 -1.2 -1.1 -1.0 -1.1
Noisy workplace 3.1 3.9 5.2 -1.6 2.1 2.1 1.6 2.3
Qualifications: A levels/AS levels or equivalent 0.2 0.5 1.1 0.7 -0.1 1.0 0.3 0.9
Serious illness, injury or assault of a close relative in last 2 years 0.8 0.9 2.1 0.3 -0.5 -1.5 -0.9 -1.2
Mouth/teeth dental problems: Dentures 2.0 3.4 9.9 -0.3 -0.8 1.6 3.1 2.0
Asthma 0.1 0.2 0.9 0.1 0.9 -0.2 -0.3 -0.4
Medication: Ibuprofen (e.g. Nurofen) 0.7 0.8 1.5 1.1 1.0 -0.1 -1.2 -0.6
Medication: Cholesterol lowering 0.3 0.5 0.9 -0.9 -0.5 0.2 0.9 0.8
Depression (self-reported) 2.5 3.0 5.0 1.2 -1.3 -2.2 -1.9 -1.8
Medication: Lansoprazole 1.1 1.3 3.1 -1.8 0.6 -0.8 1.4 -0.6
Prospective memory result 1.2 1.4 3.6 1.9 1.6 0.2 0.9 -0.6
Lung cancer (father) 0.9 1.1 3.1 0.1 1.7 0.1 1.4 0.7
Illnesses of mother 0.3 0.4 1.3 0.3 0.6 0.4 0.5 1.1
Forced expiratory volume in 1-second (FEV1), Best measure 0.9 2.8 10.2 1.7 -3.2 0.4 -0.7 0.3
Pulse wave Arterial Stiffness index 1.0 1.2 1.8 0.2 1.4 1.2 0.9 1.3
Impedance of arm (left) 1.2 5.8 8.0 2.4 -2.8 -2.5 -2.1 -2.2
Arm fat mass (right) 1.5 6.4 15.7 -2.0 2.3 1.9 4.0 1.7
Trunk predicted mass 0.5 3.1 4.3 -0.4 1.9 1.9 2.0 2.1
Standing height 0.2 2.3 7.9 2.8 -1.8 -0.3 -0.4 0.1
Length of working week for main job 0.9 1.0 2.9 -0.3 -1.7 0.0 1.3 0.2
Exposure to tobacco smoke at home 0.9 1.1 1.9 0.7 -1.1 -0.8 -1.1 -1.4
Breastfed as a baby 1.0 1.3 2.9 -1.7 -0.1 -1.4 -0.9 -0.9
Tense / ‘highly strung’ 0.8 1.3 3.1 1.8 0.7 -1.0 -0.9 -1.0
Seen doctor (GP) for nerves, anxiety, tension or depression 0.3 0.5 1.8 -0.4 -1.3 -0.4 0.2 -0.6
Hair/balding pattern: Pattern 4 1.6 3.9 5.1 1.8 -2.2 2.3 1.9 1.7
Birth weight of first child 0.3 0.5 2.2 1.5 -0.5 -0.1 -0.1 -0.2
Peak expiratory flow (PEF) 0.6 1.5 2.9 0.3 -0.8 1.7 1.0 1.7
Pulse wave reflection index 0.6 0.8 2.4 0.4 0.8 0.9 -0.1 1.5
Ever highly irritable/argumentative for 2 days 0.4 0.5 1.3 -0.1 0.1 0.8 0.7 1.1
Loud music exposure frequency 2.1 2.3 4.3 -1.8 -0.8 1.4 2.1 1.1
Qualifications: O levels/GCSEs or equivalent 0.4 0.6 1.6 -1.2 0.1 0.7 0.9 0.3
Mouth/teeth dental problems: Bleeding gums 0.2 0.3 0.9 -0.2 0.9 0.4 -0.0 0.5
Blood clot in the leg (DVT) 0.7 0.9 2.4 -1.0 1.6 0.0 -0.7 -0.6
Medication: Paracetamol 1.1 1.8 4.0 1.0 2.0 1.4 1.0 1.1
Headache pain in last month 0.4 0.6 2.0 -0.9 1.4 0.6 0.0 0.1
Medication for cholesterol, blood pressure or diabetes 0.6 1.0 4.3 0.7 2.1 0.3 -0.7 0.0
Glaucoma (self-reported) 1.3 1.5 4.1 -0.3 -0.1 -1.1 -2.0 -1.4
Gout (self-reported) 52.8 72.4 163.8 -2.2 -12.8 -7.3 -8.4 -8.3
Hypothyroidism/myxoedema (self-reported) 1.3 2.6 6.2 -2.5 2.5 -0.7 0.0 -0.3
Medication: Amlodipine 1.5 2.1 4.8 2.2 -2.2 0.4 0.9 0.2
Medication: Ventolin 100micrograms inhaler 1.0 1.3 2.4 1.5 1.5 0.3 1.2 0.2
Birth weight 0.6 1.2 3.1 1.4 -1.8 -0.0 -0.8 0.6
Chronic bronchitis/emphysema (mother) 0.6 0.7 1.8 -1.4 0.3 -0.5 -0.6 -1.0
High blood pressure (siblings) 1.1 1.5 2.0 1.4 -1.2 -1.4 -0.8 -1.2
Forced vital capacity (FVC), Best measure 0.9 3.4 11.6 2.2 -3.4 0.4 -0.6 0.2
Body fat percentage 1.2 4.7 14.5 -1.9 1.6 1.3 3.8 1.0
Leg fat percentage (right) 1.7 6.3 17.8 -2.0 1.9 1.9 4.2 1.5
Arm fat-free mass (right) 0.6 3.1 4.4 -1.2 1.8 1.8 2.1 1.8
Exposure to tobacco smoke outside home 2.6 3.5 7.6 1.3 -1.6 -1.9 -1.3 -2.8
Comparative body size at age 10 0.6 1.7 3.9 -2.0 1.7 0.7 1.1 0.1
Number of full brothers 0.3 0.4 1.2 1.1 -0.3 -0.5 -0.2 -0.7
Worry too long after embarrassment 0.5 0.8 1.9 0.0 -0.3 -1.3 -0.8 -1.4
Seen a psychiatrist for nerves, anxiety, tension or depression 0.4 0.6 0.7 0.8 -0.8 -0.7 -0.7 -0.8
Wheeze or whistling in the chest in last year 0.1 0.2 0.4 0.7 0.5 -0.0 -0.1 -0.7
Number of children fathered 1.7 1.9 4.0 -2.0 1.6 0.9 1.0 1.0
Reason for reducing amount of alcohol drunk: Health precaution 0.5 0.6 1.9 0.6 -1.4 -0.2 -0.7 -0.3
Age at first live birth 2.5 4.5 9.3 -0.5 1.5 3.0 1.5 2.9
Pulse wave peak to peak time 1.2 1.4 2.4 0.2 -1.6 -1.3 -1.0 -1.4
Health satisfaction 0.3 0.4 1.6 -1.2 0.7 -0.0 -0.1 0.2
Shortness of breath walking on level ground 1.3 1.6 3.0 -1.7 1.5 -0.8 -0.8 -1.1
Qualifications: College or University degree 0.1 0.2 0.3 0.6 -0.3 0.2 -0.1 0.6
Eye problems/disorders: None of the above 0.2 0.2 0.6 0.5 -0.8 -0.3 0.2 -0.2
Mouth/teeth dental problems: Loose teeth 0.6 0.8 3.4 1.9 -0.1 0.3 -0.5 -0.1
Emphysema/chronic bronchitis 0.7 0.8 3.3 0.2 1.8 -0.4 0.5 0.5
Medication for pain relief, constipation, heartburn 2.6 4.4 9.2 0.5 -3.0 -1.7 -3.0 -0.9
Neck or shoulder pain in last month 1.2 1.7 6.9 2.6 0.7 0.4 1.0 0.5
Medication: Blood pressure 0.6 1.1 3.1 -0.6 -1.8 -0.1 1.3 -0.3
Angina (self-reported) 0.9 1.2 2.0 0.1 0.8 1.2 1.4 1.4
Migraine (self-reported) 1.3 1.6 5.1 -0.0 -0.1 -1.3 -2.3 -1.1
Medication: Ibuprofen 0.4 0.5 1.1 0.8 0.5 0.1 -1.0 -0.6
Medication: Allopurinol 36.3 48.3 112.4 -1.3 -10.6 -5.7 -6.8 -7.0
Medication: Omeprazole 2.5 2.9 5.4 -2.2 1.6 0.8 2.3 1.2
Medication: Seretide 50 evohaler 0.4 0.5 1.6 0.4 0.5 -0.7 1.2 -0.3
Mean time to correctly identify matches 1.7 3.1 6.6 0.6 -0.5 -2.6 -1.7 -2.4
Heart disease (mother) 0.6 0.7 1.7 -0.8 1.3 0.0 1.1 0.3
Reproduciblity of spirometry measurement using ERS/ATS criteria 1.8 2.2 4.4 1.1 0.1 1.9 1.3 2.1
Whole body fat mass 1.2 5.2 15.5 -1.5 1.9 1.6 3.9 1.5
Leg fat mass (right) 1.8 7.1 17.5 -2.4 2.2 2.1 4.2 1.8
Arm predicted mass (right) 0.6 2.9 4.7 -1.1 1.8 1.7 2.2 1.7
Pulse rate, automated reading 0.7 2.4 6.7 -1.3 1.7 0.2 2.6 0.6
Alcohol intake frequency. 0.4 0.9 2.2 -1.5 -1.2 0.2 0.6 0.6
Comparative height size at age 10 0.2 1.3 2.9 1.7 1.4 -0.3 1.1 0.4
Number of full sisters 1.1 1.3 2.7 -1.3 -1.4 -0.3 -1.6 0.1
Suffer from ‘nerves’ 0.6 0.9 4.3 0.1 2.1 -0.0 0.2 -0.2
Overall health rating 0.1 0.3 0.8 -0.2 0.9 -0.2 0.6 -0.3
Chest pain or discomfort 0.3 0.4 0.9 0.8 -0.4 -0.7 0.1 -0.9
Had major operations 0.6 0.7 2.6 -0.0 -0.8 -0.1 -1.6 -0.5
Age at last live birth 1.3 1.9 3.6 1.6 -0.2 1.9 0.9 1.5
Family relationship satisfaction 2.4 2.9 4.8 1.6 -1.5 -1.1 -2.2 -1.9
Leg pain on walking 2.8 3.5 9.5 -2.0 3.1 1.1 1.0 1.3
Qualifications: NVQ or HND or HNC or equivalent 0.3 0.3 0.9 -0.7 -0.9 -0.4 -0.3 -0.3
Commuting to job workplace: Car/motor vehicle 1.3 1.5 4.4 -1.6 2.1 -0.5 -0.4 -0.2
Illness, injury, bereavement, stress in last 2 years 1.0 1.2 1.8 0.9 -1.4 -1.2 -1.2 -0.9
Medication: Aspirin 1.7 2.2 7.4 -0.4 1.2 1.2 2.7 0.8
Supplements: Vitamin C 0.4 0.4 1.4 1.2 0.8 -0.0 0.1 -0.4
Knee pain experienced in last month 1.3 2.0 4.2 0.9 1.0 1.6 1.2 2.1
Hypertension (Self-reported) 0.6 1.5 4.8 -1.5 0.3 -0.0 2.2 0.7
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 0.4 0.4 1.1 -1.0 0.4 -0.5 0.6 -0.4
Illnesses of father: Heart disease 1.5 2.1 5.5 0.9 -0.9 2.3 1.0 1.6
Illnesses of siblings: Diabetes 0.7 0.8 1.9 0.5 -0.7 -1.4 -0.9 -0.9
Smoking status: Previous 0.4 0.7 1.8 -0.3 -0.6 -0.7 -1.3 -0.7
Forced expiratory volume in 1-second (FEV1), predicted 0.3 0.5 0.8 -0.8 -0.3 0.9 -0.9 0.6
Whole body fat-free mass 0.6 3.6 5.1 -1.0 2.3 1.8 2.2 2.0
Leg fat-free mass (right) 0.7 3.7 5.9 -1.7 2.4 1.7 2.0 1.7
Arm fat percentage (left) 1.6 6.3 15.4 -2.4 2.3 1.7 3.9 1.5
Average weekly red wine intake 0.5 0.8 1.7 1.3 1.2 -0.4 -0.5 -0.6
Handedness (chirality/laterality): Left-handed 0.6 0.7 1.9 0.8 -0.1 0.9 1.4 0.6
Mood swings 0.9 1.6 5.1 -0.7 1.1 -1.2 -0.0 -2.2
Loneliness, isolation 0.9 1.3 4.7 1.3 -2.2 0.1 -0.0 -0.4
Long-standing illness, disability or infirmity 0.5 0.7 1.0 0.5 0.4 1.0 1.0 1.0
Ever had bowel cancer screening 2.5 3.0 9.5 -1.2 3.1 -1.0 0.3 -1.7
Diabetes diagnosed by doctor 2.6 4.3 10.2 -2.2 0.6 1.7 3.2 1.9
Ever had stillbirth, spontaneous miscarriage or termination 0.2 0.2 0.6 0.8 0.1 0.5 0.2 -0.2
Friendships satisfaction 1.2 1.5 6.9 2.6 -0.0 0.6 0.3 -0.1
Qualifications: nursing, teaching 1.0 1.6 3.6 -1.2 1.0 -0.9 -1.9 -1.1
Commuting to job workplace: Walk 0.9 1.0 2.8 0.5 -0.5 -1.0 -0.6 -1.7
Eye problems/disorders: Cataract 0.2 0.2 0.8 0.2 0.9 -0.2 0.3 0.0
Mouth/teeth dental problems: Mouth ulcers 0.2 0.3 1.0 0.5 1.0 -0.2 0.4 -0.3
Medication for cholesterol 0.2 0.3 0.6 0.7 -0.5 0.8 -0.6 0.1
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.2 0.3 1.2 -0.4 1.1 -0.2 0.0 0.1
Back pain experienced in last month 0.2 0.3 0.7 -0.2 0.9 -0.4 -0.6 -0.1
Mineral and other dietary supplements 0.9 1.2 2.7 -0.5 -1.2 -0.8 -0.8 -1.7
Breast cancer (self-reported) 1.7 2.0 5.2 0.8 2.3 1.2 1.1 1.2
Asthma (self-reported) 0.1 0.1 0.6 0.0 0.8 -0.0 -0.3 -0.1
Osteoporosis (self-reported) 1.2 1.5 6.4 -2.5 -0.5 -0.2 -1.0 -0.2
Osteoarthritis (self-reported) 2.9 3.7 14.0 3.7 2.0 -0.1 0.8 0.1
Medication: Aspirin 1.5 2.0 6.6 0.2 0.8 1.3 2.6 0.9
Medication: Gliclazide 0.8 0.9 2.2 -1.5 -1.1 -0.3 0.9 -0.6
Illnesses of father: None of the above (group 1) 0.6 0.8 1.7 -0.8 0.6 -0.8 -1.3 -0.7
Smoking status: Current 0.2 0.4 0.7 0.8 -0.6 -0.6 -0.3 -0.6
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.4 0.8 2.9 0.9 -1.7 -0.4 0.1 -0.2
Whole body water mass 0.7 3.8 5.9 -1.1 2.4 1.8 2.2 1.9
Leg predicted mass (right) 0.7 3.9 6.0 -1.7 2.4 1.8 2.1 1.8
Arm fat mass (left) 1.5 6.1 14.6 -2.0 2.3 1.9 3.8 1.8
Number of self-reported non-cancer illnesses 0.1 0.2 0.8 -0.9 0.4 0.0 0.3 0.3
Average weekly champagne plus white wine intake 0.3 0.4 1.5 -1.2 -0.5 -0.0 -0.5 0.5
Miserableness 0.4 0.7 1.4 -0.1 -1.2 -0.7 -0.5 -1.1
Guilty feelings 0.1 0.2 0.8 0.9 -0.3 0.1 -0.2 -0.4
Wears glasses or contact lenses 0.9 1.0 1.6 0.1 1.1 1.3 1.0 1.1
Ever taken oral contraceptive pill 2.0 2.2 4.9 -0.8 2.2 1.3 1.6 1.2
Hearing aid user 1.3 1.5 3.8 -0.9 -0.6 1.0 2.0 1.3
Mother’s age at death 2.1 2.6 5.5 2.3 -1.8 -0.3 -1.7 -1.2
Financial situation satisfaction 0.2 0.3 0.9 -0.1 -1.0 -0.3 -0.3 -0.4
Tinnitus: Yes, now most or all of the time 1.1 1.3 2.3 -0.0 0.7 1.5 1.4 1.3
Commuting to job workplace: Public transport 2.5 2.9 4.2 2.0 -1.1 1.8 2.0 1.4
Eye problems/disorders: Glaucoma 1.0 1.1 3.2 -1.3 0.9 -0.3 -1.8 -0.0
Medication: Blood pressure 1.0 1.8 3.6 -0.3 1.9 0.8 1.7 1.5
Pain type(s) experienced in last month: Hip pain 2.5 3.1 10.6 0.1 3.3 1.2 1.5 1.2
Supplements: Fish oil (including cod liver oil) 1.2 1.6 3.2 1.8 0.4 1.2 1.1 1.4
High cholesterol (Self-reported) 0.2 0.3 1.2 0.1 -1.1 -0.4 0.4 0.0
Medication: Bendroflumethiazide 1.5 2.3 4.0 -0.7 2.0 1.7 1.3 1.6
Medication: Paracetamol 0.8 1.2 2.5 0.2 1.6 1.4 0.7 1.1
Medication: Lisinopril 0.1 0.2 0.5 -0.3 -0.1 -0.3 -0.1 -0.7
Medication: Atorvastatin 2.5 3.1 5.1 -1.8 -0.1 1.9 2.2 1.9
Illnesses of father: High blood pressure 0.7 0.8 1.5 0.4 -0.8 1.2 1.2 0.5
Alcohol drinker status: Never 1.1 1.3 3.4 0.1 -0.8 -1.8 -0.4 -1.5
Ever smoked 1.0 1.8 2.8 0.7 -1.3 -1.3 -1.7 -1.5
Basal metabolic rate 0.8 4.2 6.5 -1.3 2.4 1.9 2.5 2.0
Leg fat percentage (left) 1.6 5.8 17.6 -1.8 1.6 1.9 4.2 1.4
Arm fat-free mass (left) 0.6 3.1 5.1 -1.0 1.9 1.7 2.3 1.7
Number of operations (self-reported) 0.8 1.2 3.4 0.1 1.8 0.9 1.0 1.1
Average weekly beer plus cider intake 0.7 1.1 2.0 0.9 0.1 -1.1 -1.1 -1.4
Irritability 0.3 0.5 1.3 0.2 1.1 1.1 0.3 -0.0
Risk taking 1.8 2.6 5.3 -1.6 0.2 -1.9 -1.1 -2.3
Ever had prostate specific antigen (PSA) test 1.3 1.5 3.7 -1.9 0.9 0.6 1.3 1.0
Fractured/broken bones in last 5 years 0.2 0.3 0.7 -0.4 -0.5 0.9 -0.0 0.4
Age started oral contraceptive pill 0.2 0.3 0.5 -0.6 0.5 -0.7 -0.4 -0.5
Diastolic blood pressure, automated reading 0.3 1.1 1.9 -1.4 0.9 -1.1 1.0 -0.5
Ever depressed for a whole week 1.2 1.4 3.6 0.3 1.9 -1.3 -0.5 -1.2
Unable to work because of sickness or disability 0.1 0.1 0.1 -0.3 0.3 -0.1 0.1 0.3
Commuting to job workplace: Cycle 0.8 1.0 3.4 0.5 -0.3 -1.0 -1.9 -0.6
Myopia 0.5 0.7 3.1 -1.8 0.1 0.2 0.6 -0.2
Vascular/heart problems diagnosed by doctor 0.7 1.8 5.4 1.7 -0.5 0.1 -2.3 -0.6
Cholesterol lowering medication 0.5 0.8 1.1 -0.8 -1.1 -1.0 0.4 -1.0
Medication: Omeprazole (e.g. Zanprol) 1.7 2.1 4.8 -1.9 1.4 0.0 2.2 0.7
Pain experienced in last month 0.2 0.4 1.6 -0.2 -1.3 -0.4 0.1 -0.2
Supplements: Calcium 2.0 2.2 8.1 -1.4 2.8 0.9 0.2 0.6
Basal cell carcinoma (self-reported) 0.2 0.3 0.7 0.3 -0.4 0.6 0.8 0.3
Heart attack/myocardial infarction (self-reported) 1.2 1.6 5.2 -0.9 -0.2 0.8 2.3 1.1
Deep venous thrombosis (DVT) (self-reported) 0.9 1.2 2.2 -1.1 1.5 -0.5 -1.0 -1.1
Heart disease (siblings) 0.9 1.1 5.0 -2.2 0.5 0.3 0.6 -0.1
Alcohol drinker status: Previous 0.5 0.6 2.2 -1.5 0.7 0.2 -0.3 0.0
Pack years of smoking 0.5 0.8 1.7 -0.2 1.2 0.0 1.3 0.7
Impedance of whole body 1.8 9.1 18.4 3.3 -4.3 -2.4 -2.3 -2.3
Leg fat mass (left) 1.7 6.6 17.1 -2.1 1.9 2.1 4.1 1.8
Arm predicted mass (left) 0.8 3.8 5.9 -1.0 2.1 2.0 2.4 2.0