Hub : Genes

PPP4R2

Models

# panel tissue h2 h2 se h2 P eQTL R2 BLUP R2 ENET R2 BSLMM R2 LASSO R2 eQTL P BLUP P ENET P BSLMM P LASSO P
1 GTEx Adrenal Gland 0.307 0.1138 9.9e-03 0.006 NA 0.034 NA 0.007 1.8e-01 NA 2.2e-02 NA 1.8e-01
2 GTEx Brain Frontal Cortex BA9 0.316 0.1130 9.2e-03 -0.008 NA 0.003 NA -0.009 6.2e-01 NA 2.5e-01 NA 6.4e-01
3 GTEx Cells Transformed fibroblasts 0.184 0.0410 1.6e-09 0.190 NA 0.175 NA 0.186 3.5e-14 NA 4.2e-13 NA 5.9e-14
4 GTEx Heart Left Ventricle 0.133 0.0481 3.2e-03 0.020 NA 0.001 NA 0.015 3.0e-02 NA 2.9e-01 NA 5.1e-02
5 GTEx Muscle Skeletal 0.110 0.0310 3.0e-05 0.075 NA 0.106 NA 0.094 8.3e-08 NA 1.6e-10 NA 1.6e-09
6 ROSMAP Brain Pre-frontal Cortex 0.155 0.0354 2.0e-11 0.104 0.094 0.113 0.09 0.124 3.2e-13 4.2e-12 2.5e-14 1.3e-11 1.2e-15

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6
Bipolar Disorder (2018) 3.6 5.7 13.2 0.1 -0.6 -3.1 1.0 -3.6 -3.1
Bipolar Disorder or Schizophrenia 2.0 5.0 8.7 -0.3 -1.4 -3.0 1.7 -2.9 -2.8
Depressed Affect (Nagel 2018) 1.0 2.1 4.1 0.5 1.2 -1.5 1.4 -2.0 -1.7
Depression (Nagel 2018) 1.3 1.9 7.2 2.7 0.3 -0.7 1.5 -0.9 -0.6
Intelligence (Savage-Jansen 2018) 0.8 2.5 5.2 1.0 0.8 -1.7 -2.3 -2.1 -1.1
Neuroticism (Nagel 2018) 1.3 3.0 6.3 0.5 1.1 -1.6 2.1 -2.5 -1.7
Schizophrenia (2018) 0.6 1.2 1.8 -0.4 -1.3 -1.3 1.4 -0.8 -1.1
Schizophrenia vs Biploar Disorder 0.6 0.8 1.9 -0.9 0.4 1.0 0.3 1.4 0.8
Worry (Nagel 2018) 1.2 2.6 5.8 0.9 0.6 -1.5 2.1 -2.4 -1.4
Alzheimer’s Disease (in mother) 2.6 3.1 7.6 0.0 -0.0 -2.2 0.8 -2.8 -2.3
Alzheimer’s Disease (in father) 0.7 0.8 2.5 0.1 -0.7 0.2 1.3 1.6 0.3
Alzheimer’s Disease (including proxy) 1.3 1.8 3.4 -0.5 0.1 -1.8 1.0 -1.8 -1.8
Crohns Disease (2017) 0.1 0.3 0.7 -0.6 -0.7 -0.3 0.8 0.2 -0.2
Irritable Bowel Disease (IBD) 0.9 2.2 3.6 -0.7 -1.8 -1.9 0.7 -1.5 -1.9
Ulcerative Colitis (UC) 1.8 3.5 5.9 -0.8 -2.0 -2.3 0.4 -2.2 -2.4
Major Depression (MDD) 0.3 0.4 0.9 0.9 0.9 0.0 -0.7 0.6 0.2
Reaction Time 1.0 2.0 6.1 -1.2 -1.7 -0.4 2.5 -0.4 -1.1
Verbal and Numeric Reasoning (VNR) 0.6 1.4 3.4 0.8 0.3 -1.3 -1.8 -1.3 -0.8
Breast Cancer 0.1 0.3 0.5 0.6 -0.3 0.7 -0.6 0.3 0.6
Ovarian Cancer 0.2 0.2 1.3 0.0 -1.1 -0.1 0.0 0.2 0.0
Prostate Cancer 4.2 5.9 13.2 -2.2 -0.2 3.2 0.2 3.6 2.6
Age at First Birth 1.2 1.7 4.2 -0.2 -1.2 1.2 -2.0 1.5 0.9
Bipolar Disorder (2011) 0.9 0.9 2.2 0.1 -0.3 -1.5 -0.3 -1.3 -1.1
Body Mass Index (BMI) (2010) 1.3 1.8 3.9 0.4 -1.3 -1.9 0.2 -1.1 -2.0
Coronary Artery Disease (CAD) 0.8 0.9 2.4 0.4 -0.7 1.1 0.1 1.5 1.2
Crohns Disease (2012) 0.5 0.8 3.1 -1.0 -0.5 -0.5 1.8 -0.3 -0.6
Mean Putamen Volume 0.6 0.7 1.3 -0.8 1.1 -0.8 -0.2 -0.5 -1.1
Fasting Glucose 0.8 0.9 2.0 1.3 0.2 1.1 -0.2 1.4 0.7
HbA1C 0.3 0.3 1.0 0.0 -1.0 0.6 0.5 0.1 0.4
HDL Cholesterol 0.2 0.4 0.9 -0.8 0.9 0.2 -0.0 0.9 0.4
LDL Cholesterol 1.5 2.4 4.2 1.8 -0.6 2.0 -0.8 1.5 2.1
Lupus 0.6 0.9 4.9 0.3 0.5 0.3 -2.2 -0.2 0.3
Neuroticism (2016) 1.0 1.4 6.8 0.7 2.6 0.3 -0.7 0.3 0.4
Primary Biliary Cirrhosis 0.3 0.4 1.8 0.1 0.0 -0.2 1.3 0.5 -0.7
Rheumatoid Arthritis 0.5 0.7 1.4 -1.2 -0.5 -0.5 1.1 -0.8 -0.8
Schizophrenia (2014) 1.1 2.3 3.1 -1.2 -1.6 -1.6 1.8 -1.6 -1.4
Triglycerides 1.3 2.2 5.3 0.4 0.9 1.6 -2.3 1.4 1.6
Type 2 Diabetes (T2D) (2012) 1.6 1.9 3.7 0.8 0.7 1.8 0.8 1.6 1.9
Ulcerative Colitis 3.4 4.9 10.1 -0.1 -2.0 -2.9 1.0 -2.5 -3.2
Blood Eosinophil Count 0.1 0.4 1.3 0.3 -1.2 0.3 -0.2 1.0 0.0
Blood Platelet Count 0.0 0.3 0.8 -0.5 0.2 0.5 0.9 0.5 0.5
Blood Red Count 0.2 2.3 3.5 -1.8 1.1 1.4 -1.3 1.4 1.9
Blood White Count 0.4 3.3 6.8 -1.1 0.9 2.3 0.3 2.4 2.6
Heel T-Score 0.2 1.4 5.5 -0.8 -2.4 -0.0 1.2 0.9 -0.2
BMI 0.6 3.3 10.0 2.2 -1.6 -1.2 3.2 -0.6 -0.9
Height 1.3 24.3 57.0 0.3 -0.9 -7.1 1.5 -5.9 -7.5
Waist Hip Ratio (WHR) 0.6 2.5 4.7 0.1 0.3 -2.0 -1.4 -2.1 -2.2
Systolic Blood Pressure 1.2 6.1 13.9 0.4 0.4 3.4 0.2 3.3 3.7
Smoking Status 0.3 0.8 2.0 0.1 0.1 -1.2 0.4 -1.4 -1.1
Allergy or Eczema 0.9 2.4 4.4 1.7 -0.4 1.8 0.9 2.1 1.7
Cardiovascular Disease 0.5 1.6 2.6 0.7 1.0 1.5 1.3 1.6 1.4
Hypothyroidism (self reported) 0.3 0.6 1.6 0.7 1.0 0.4 -1.3 0.5 0.3
Respiratory disease 0.5 1.1 2.8 0.8 0.1 1.3 0.6 1.7 1.2
Type 2 Diabetes (T2D) (2018) 0.4 0.8 4.0 -0.6 0.6 0.1 2.0 0.4 0.2
Lung FEV1/FVC ratio 0.8 4.2 15.2 1.4 -1.9 -1.5 3.9 -1.0 -0.9
Lung FVC 0.6 3.1 6.3 -0.6 1.9 2.5 -0.9 1.5 2.3
Neuroticism 1.4 3.3 6.4 -0.3 1.3 -1.8 2.5 -2.3 -1.8
Chronotype (morning person) 0.1 0.3 0.6 -0.8 -0.4 -0.4 -0.5 0.6 -0.2
Hair Pigment 0.1 2.5 7.1 1.1 0.4 1.3 -1.0 1.9 2.7
Tanning 0.1 0.9 2.4 -1.5 0.9 0.3 -1.1 0.6 0.7
Hand grip strength (left) 0.2 0.5 1.3 0.2 -1.2 -0.5 -1.1 -0.5 -0.3
Number of treatments/medications taken 0.1 0.3 0.5 0.6 -0.1 0.6 -0.2 0.7 0.5
Average weekly spirits intake 0.8 1.0 3.1 -1.0 1.0 -0.2 -1.8 -0.7 0.4
Sensitivity / hurt feelings 0.8 1.4 1.9 -0.9 1.2 -1.4 0.9 -1.2 -1.3
Frequency of depressed mood in last 2 weeks 1.8 2.6 13.2 3.6 -0.5 -0.6 0.8 -0.6 -0.8
Hearing difficulty/problems: Yes 2.5 3.9 7.0 -0.9 -1.3 -2.6 0.6 -2.6 -2.5
Relative age of first facial hair 0.2 0.4 1.8 1.4 -0.6 0.1 -0.3 -0.4 -0.4
Other serious medical condition/disability diagnosed by doctor 4.8 6.3 13.7 0.1 -1.6 -3.7 0.8 -3.0 -3.4
Ever used hormone-replacement therapy (HRT) 0.8 1.0 2.0 -1.1 -0.2 -0.9 1.4 -0.4 -1.4
Ever had hysterectomy (womb removed) 0.2 0.2 0.9 1.0 0.2 -0.4 -0.2 -0.4 -0.2
Systolic blood pressure, automated reading 1.0 2.9 6.2 -1.0 0.4 2.3 -0.4 2.2 2.5
Eye problems/disorders: Diabetes related eye disease 0.6 0.6 1.2 0.8 -1.1 -0.4 0.9 0.2 -0.8
Angina 1.1 1.4 4.1 2.0 -1.6 -0.5 0.3 -0.4 -1.1
Medication for hormone replacement therapy 0.6 0.7 2.6 0.4 -0.5 0.2 1.6 0.9 -0.4
Vitamin and mineral supplements 0.2 0.3 1.1 0.5 1.1 -0.2 0.2 0.3 -0.5
Supplements: Zinc 0.6 0.6 1.6 -1.1 -0.7 0.0 -0.8 -1.3 0.0
Medication: Co-codamol 1.2 1.4 2.6 0.7 -0.5 -1.2 1.6 -1.4 -1.3
Medication: Metformin 0.3 0.4 0.8 -0.4 0.7 0.4 0.9 0.8 0.4
Diabetes (father) 0.4 0.5 1.5 -0.6 1.2 0.5 -0.5 0.5 0.4
Diabetes (mother) 2.8 3.5 6.8 -0.3 -0.8 -2.6 1.5 -2.2 -2.6
Severe depression (siblings) 1.9 2.2 5.3 0.1 -2.3 -1.6 0.7 -1.3 -1.7
Pack years adult smoking proportion 2.4 3.6 9.3 -1.1 0.5 -2.1 3.0 -1.7 -1.9
Impedance of leg (right) 0.3 1.4 2.5 0.8 1.4 1.4 -1.6 0.6 1.0
Leg fat-free mass (left) 1.3 6.6 12.8 1.4 -1.2 -3.6 1.9 -2.8 -3.5
Trunk fat percentage 0.5 1.9 3.1 -0.2 0.1 -1.7 1.4 -1.7 -1.7
Hand grip strength (right) 0.3 0.7 2.5 0.0 -1.3 0.1 -1.6 0.0 0.3
Townsend deprivation index at recruitment 4.6 6.5 10.4 -0.1 -2.3 -3.2 2.5 -2.6 -3.2
Current tobacco smoking 1.0 1.6 2.9 -0.1 -1.1 -1.6 1.2 -1.7 -1.4
Average weekly fortified wine intake 1.3 1.5 4.7 -0.0 0.0 1.5 0.3 2.2 1.5
Maternal smoking around birth 1.0 1.4 2.4 -1.2 1.2 1.3 0.2 1.3 1.6
Fed-up feelings 1.3 2.4 6.6 2.6 1.2 -0.1 2.5 -0.5 -0.3
Frequency of unenthusiasm / disinterest in last 2 weeks 1.9 2.6 8.1 2.9 -0.9 -1.0 2.1 -1.1 -0.5
Relative age voice broke 0.3 0.4 1.7 0.8 -0.3 0.2 -1.3 0.0 -0.1
Taking other prescription medications 0.1 0.1 0.3 -0.1 -0.4 -0.5 0.5 -0.0 -0.5
Age when periods started (menarche) 0.1 0.2 1.0 1.0 0.1 0.2 0.6 0.0 0.1
Bilateral oophorectomy (both ovaries removed) 1.1 1.3 6.0 1.0 0.8 0.2 -2.4 0.2 0.3
Heel bone mineral density (BMD) T-score, automated (left) 0.1 0.2 0.5 0.5 0.2 0.6 0.7 0.2 0.2
Tinnitus: Yes, but not now, but have in the past 0.2 0.3 0.9 0.7 0.3 -0.2 1.0 -0.1 -0.0
Qualifications: CSEs or equivalent 0.9 1.1 4.9 0.7 2.2 0.0 -0.6 -1.0 0.5
Serious illness, injury or assault to yourself 1.2 1.4 2.0 1.3 -1.3 -1.3 0.9 -0.7 -1.4
High blood pressure 0.1 0.2 0.6 -0.8 -0.2 0.2 0.2 0.5 0.1
Hayfever, allergic rhinitis or eczema 0.8 1.7 5.7 2.4 -0.9 0.8 0.2 1.6 0.8
Multivitamins +/- minerals 0.2 0.2 0.7 0.5 -0.2 -0.5 0.1 -0.8 -0.3
Stomach or abdominal pain in last month 0.6 0.8 2.0 1.4 -0.1 0.6 1.1 0.6 0.8
Supplements: Glucosamine 0.5 0.6 1.3 -0.4 0.9 0.8 -1.2 0.2 0.7
Diverticular disease/diverticulitis (self-reported) 0.2 0.2 0.8 0.6 0.1 -0.1 0.9 -0.2 -0.2
Medication: Atenolol 0.2 0.2 0.4 0.4 -0.4 -0.4 0.6 -0.5 -0.6
Medication: Levothyroxine sodium 1.1 1.8 4.0 -0.5 1.5 1.0 -2.0 1.4 1.1
Sitting height 0.2 1.2 6.5 2.6 -0.2 -0.3 -0.5 0.3 -0.6
Chronic bronchitis/emphysema (father) 0.8 1.0 3.2 0.1 0.0 -1.1 0.0 -1.8 -1.2
High blood pressure (mother) 0.4 0.5 1.0 1.0 -0.8 -0.9 0.1 -0.5 -0.7
Body mass index (BMI) 0.4 1.9 7.0 0.1 -0.4 -1.4 2.6 -1.1 -1.0
Impedance of leg (left) 0.3 1.2 1.9 0.4 1.4 1.4 -1.2 0.8 1.2
Leg predicted mass (left) 1.3 6.7 13.1 1.4 -1.1 -3.6 1.9 -2.8 -3.5
Trunk fat mass 0.8 3.5 6.2 0.5 -0.3 -2.5 1.9 -2.3 -2.4
Waist circumference 0.9 3.3 6.2 0.4 -0.2 -2.5 1.8 -2.3 -2.3
Number of incorrect matches in round 0.7 1.1 2.1 -0.6 1.4 0.8 -1.5 -0.2 1.1
Past tobacco smoking 0.9 1.6 3.0 0.7 -0.8 1.6 0.7 1.5 1.7
Alcohol usually taken with meals 0.3 0.5 2.3 -0.5 -0.6 0.3 -1.5 0.3 0.4
Nervous feelings 0.1 0.2 0.8 0.1 0.6 0.3 0.9 -0.1 0.2
Frequency of tenseness / restlessness in last 2 weeks 0.4 0.6 1.6 0.9 0.7 -0.4 1.3 -0.5 -0.7
Hearing difficulty/problems with background noise 4.9 7.8 17.6 -1.6 -0.8 -3.8 0.5 -3.3 -4.2
Hair/balding pattern: Pattern 2 0.8 1.1 3.8 1.9 0.3 -0.9 -0.1 -1.0 -0.9
Had menopause 1.4 1.7 2.8 -1.6 0.6 -1.5 1.1 -0.9 -1.7
Had other major operations 1.8 2.2 3.8 0.4 -1.9 -1.9 -0.7 -1.4 -1.8
Forced vital capacity (FVC) 0.1 0.3 0.7 0.9 0.7 -0.1 0.2 -0.2 -0.6
Heel bone mineral density (BMD) T-score, automated (right) 0.2 0.6 2.6 0.1 -0.3 -0.3 1.6 -0.5 -0.6
Ever unenthusiastic/disinterested for a whole week 0.8 1.0 2.7 0.2 -1.2 -1.1 0.2 -1.6 -0.8
Qualifications: None of the above 1.0 2.2 4.7 -1.4 0.3 2.2 1.0 1.4 1.8
Financial difficulties in last 2 years 0.8 1.0 2.0 0.7 -1.4 -0.8 0.9 -1.2 -0.9
Mouth/teeth dental problems 0.7 1.1 1.6 -1.0 1.1 0.9 -0.9 1.3 1.0
Heart attack 0.5 0.6 1.9 1.4 0.1 0.1 -1.1 -0.5 -0.0
Allergy 0.5 1.1 3.6 -1.9 0.6 -0.6 0.3 -1.4 -0.5
Pain all over the body in last month 0.8 0.9 3.6 0.2 1.9 -0.2 -0.7 -0.9 -0.4
Diabetes (self-reported) 0.7 1.1 5.5 -0.9 -0.3 -0.0 2.4 0.5 -0.1
Hayfever/allergic rhinitis (self-reported) 0.8 1.0 2.7 1.6 -1.3 -0.9 -0.8 -0.2 -0.7
Medication: Ramipril 0.1 0.1 0.5 -0.7 0.3 0.1 0.4 0.2 -0.1
Medication: Simvastatin 1.7 2.5 4.7 0.1 2.2 2.0 -0.7 1.4 1.9
Fluid intelligence score 0.5 1.0 4.5 -0.5 1.1 -0.0 -2.1 -0.1 0.3
Illnesses of siblings 0.3 0.4 0.8 0.5 -0.4 -0.8 -0.1 -0.7 -0.9
Neuroticism score 1.3 2.8 6.0 1.5 1.0 -1.4 2.5 -1.8 -1.5
Weight 1.1 5.6 9.9 0.9 -0.8 -3.1 2.5 -2.6 -3.0
Impedance of arm (right) 0.3 1.3 1.9 -1.0 1.3 -0.7 -1.2 -1.4 -1.1
Arm fat percentage (right) 0.7 2.6 5.0 -0.4 0.1 -1.9 2.2 -2.0 -1.6
Trunk fat-free mass 1.3 7.5 13.7 2.0 -1.5 -3.7 2.2 -2.8 -3.6
Hip circumference 0.6 2.7 6.6 1.2 -0.2 -1.8 2.6 -1.4 -1.6
Time employed in main current job 0.9 1.1 3.2 -1.3 -1.8 0.1 1.3 -0.2 0.2
Alcohol intake versus 10 years previously 1.2 1.7 4.1 0.6 -2.0 -0.8 1.9 -0.8 -1.1
Father’s age at death 0.4 0.6 2.4 -0.5 -1.5 -0.1 0.6 -0.3 0.4
Worrier / anxious feelings 0.8 1.5 4.5 0.6 0.1 -1.0 2.1 -1.5 -1.0
Frequency of tiredness / lethargy in last 2 weeks 2.6 4.2 12.5 3.5 -0.9 -1.9 1.6 -1.2 -2.1
Falls in the last year 3.4 4.7 9.4 -0.7 0.8 -3.0 -0.0 -3.1 -2.9
Hair/balding pattern: Pattern 3 0.3 0.4 1.7 -0.5 -0.6 -0.1 -1.3 -0.1 -0.2
Number of live births 0.4 0.6 1.8 -0.9 -1.4 -0.1 0.9 -0.0 -0.1
Forced expiratory volume in 1-second (FEV1) 0.2 0.8 1.8 1.3 -0.0 -0.7 0.9 -0.7 -1.0
Pulse rate 0.7 1.2 3.2 -1.0 0.6 -1.2 0.4 -1.8 -1.0
Happiness 2.7 3.2 9.4 2.1 -3.1 -1.5 0.9 -1.0 -1.1
Noisy workplace 0.4 0.5 1.5 0.9 -0.4 0.4 -1.2 0.4 0.0
Qualifications: A levels/AS levels or equivalent 1.7 3.8 8.9 1.7 -3.0 -2.1 -0.4 -1.4 -2.0
Serious illness, injury or assault of a close relative in last 2 years 0.8 1.0 3.6 1.9 -0.0 -0.5 -1.2 -0.5 -0.6
Mouth/teeth dental problems: Dentures 1.2 2.0 5.5 0.7 0.2 -1.5 1.2 -2.3 -1.5
Asthma 0.4 0.8 2.1 0.3 0.1 1.1 0.6 1.5 1.1
Medication: Ibuprofen (e.g. Nurofen) 0.8 1.0 3.4 1.8 1.1 0.5 0.9 0.4 0.4
Medication: Cholesterol lowering 0.7 1.1 1.7 -0.8 1.2 1.1 -1.3 0.0 1.3
Depression (self-reported) 1.4 1.7 5.0 2.0 -0.8 -0.4 2.2 -0.3 -0.3
Medication: Lansoprazole 0.1 0.1 0.1 -0.2 -0.3 0.0 0.3 -0.4 0.1
Prospective memory result 0.9 1.1 4.6 -2.1 -0.1 0.6 0.9 0.9 0.2
Lung cancer (father) 0.4 0.5 0.9 -0.8 0.8 -0.8 0.1 -0.3 -1.0
Illnesses of mother 2.1 2.6 6.2 0.3 1.0 1.5 -2.5 1.8 1.7
Forced expiratory volume in 1-second (FEV1), Best measure 0.1 0.3 0.9 0.9 -0.0 -0.0 0.9 -0.0 -0.4
Pulse wave Arterial Stiffness index 1.6 1.9 7.2 1.3 -2.7 -0.9 1.0 -0.3 -0.7
Impedance of arm (left) 0.3 1.2 3.0 -1.2 1.4 0.1 -1.7 -0.8 -0.2
Arm fat mass (right) 0.8 3.3 5.7 0.3 -0.1 -2.4 2.0 -2.3 -2.1
Trunk predicted mass 1.3 7.2 13.1 2.0 -1.5 -3.6 2.1 -2.7 -3.5
Standing height 1.0 9.7 22.0 1.8 -0.9 -4.4 0.1 -3.7 -4.7
Length of working week for main job 1.1 1.2 2.9 -0.8 0.3 -1.6 0.2 -1.1 -1.7
Exposure to tobacco smoke at home 0.2 0.2 0.8 -0.3 -0.5 -0.1 0.9 0.2 0.2
Breastfed as a baby 0.8 1.0 2.0 -1.4 -0.8 -1.3 0.0 -0.9 -1.0
Tense / ‘highly strung’ 1.8 2.9 6.0 0.6 -0.1 -1.8 2.5 -2.1 -1.9
Seen doctor (GP) for nerves, anxiety, tension or depression 3.8 5.8 11.0 0.8 -1.6 -3.1 2.0 -2.7 -3.3
Hair/balding pattern: Pattern 4 1.0 2.5 5.6 -0.4 -0.3 2.4 -0.1 2.1 2.2
Birth weight of first child 0.3 0.5 1.7 0.1 0.3 0.8 1.3 0.5 0.6
Peak expiratory flow (PEF) 0.2 0.5 1.0 0.2 -1.0 -0.9 0.4 -0.7 -0.7
Pulse wave reflection index 2.2 2.7 5.2 1.6 -1.9 1.4 1.0 2.3 1.3
Ever highly irritable/argumentative for 2 days 0.2 0.2 0.5 0.3 0.5 -0.3 0.7 -0.7 -0.3
Loud music exposure frequency 0.7 0.7 1.4 -0.5 0.1 -1.0 0.9 -1.0 -1.2
Qualifications: O levels/GCSEs or equivalent 0.6 0.9 1.8 0.4 -0.6 -1.3 -0.5 -1.1 -1.4
Mouth/teeth dental problems: Bleeding gums 0.5 0.7 2.6 1.6 -0.2 -0.6 -0.2 -0.8 -0.6
Blood clot in the leg (DVT) 1.6 2.1 4.8 -0.0 -0.4 -1.7 -1.7 -1.3 -2.2
Medication: Paracetamol 0.7 1.1 4.9 1.1 2.2 0.4 -0.7 -0.3 0.2
Headache pain in last month 0.9 1.5 2.1 1.4 1.3 -1.1 0.9 -1.4 -1.2
Medication for cholesterol, blood pressure or diabetes 0.5 0.8 2.1 0.9 -0.5 -0.8 1.5 -0.3 -0.9
Glaucoma (self-reported) 0.4 0.4 0.8 0.7 -0.3 -0.9 0.5 -0.8 -0.6
Gout (self-reported) 2.2 3.0 7.6 -0.4 -0.9 -2.2 1.3 -2.8 -1.8
Hypothyroidism/myxoedema (self-reported) 0.5 1.0 1.9 0.5 1.2 0.9 -0.8 1.4 0.9
Medication: Amlodipine 0.9 1.3 4.5 -0.1 -2.1 -1.0 0.4 -0.9 -1.1
Medication: Ventolin 100micrograms inhaler 0.3 0.4 1.0 0.5 0.8 0.4 -1.0 0.3 0.6
Birth weight 1.2 2.7 4.8 1.2 -0.8 -1.8 1.4 -2.0 -2.2
Chronic bronchitis/emphysema (mother) 2.5 2.9 6.9 1.0 -0.8 2.1 -1.1 2.6 1.8
High blood pressure (siblings) 0.1 0.1 0.2 -0.5 0.4 0.1 0.0 -0.1 0.2
Forced vital capacity (FVC), Best measure 0.1 0.3 0.5 0.7 0.4 0.7 -0.2 0.7 0.3
Body fat percentage 0.4 1.4 2.7 -0.1 0.2 -1.4 1.7 -1.5 -1.2
Leg fat percentage (right) 0.2 0.6 2.6 0.4 0.4 -0.4 1.6 -0.8 -0.2
Arm fat-free mass (right) 0.9 4.5 7.8 2.2 -1.0 -2.8 1.9 -1.9 -2.6
Exposure to tobacco smoke outside home 1.4 1.8 3.4 0.2 0.0 -1.7 1.3 -1.8 -1.7
Comparative body size at age 10 0.1 0.3 0.7 0.3 0.7 -0.8 -0.2 -0.6 -0.2
Number of full brothers 1.8 2.3 3.2 1.6 1.3 -1.8 1.8 -1.3 -1.2
Worry too long after embarrassment 1.0 1.8 7.6 0.3 -1.3 -0.5 2.8 -0.7 -0.5
Seen a psychiatrist for nerves, anxiety, tension or depression 2.5 3.3 5.0 1.1 -1.6 -2.0 1.4 -2.2 -2.2
Wheeze or whistling in the chest in last year 1.3 2.2 4.7 1.9 -0.3 1.1 1.7 2.2 1.0
Number of children fathered 3.6 4.1 8.5 -1.2 1.6 2.5 0.3 2.9 2.4
Reason for reducing amount of alcohol drunk: Health precaution 1.2 1.4 2.5 -1.6 0.4 1.2 -1.0 1.1 1.4
Age at first live birth 0.0 0.1 0.2 -0.2 0.2 -0.0 -0.2 0.4 -0.3
Pulse wave peak to peak time 1.4 1.6 6.3 -1.3 2.5 0.6 -1.1 0.0 0.3
Health satisfaction 0.9 1.2 3.6 0.5 -1.9 -1.3 0.1 -1.0 -0.6
Shortness of breath walking on level ground 1.9 2.3 6.0 -0.1 -1.5 -1.8 -0.6 -2.5 -1.4
Qualifications: College or University degree 1.6 5.1 8.5 2.3 -2.4 -2.9 -0.6 -1.5 -2.9
Eye problems/disorders: None of the above 0.5 0.5 1.6 -1.3 1.0 0.3 -0.4 0.4 0.3
Mouth/teeth dental problems: Loose teeth 0.6 0.7 1.4 0.9 0.1 -0.9 1.0 -0.5 -1.2
Emphysema/chronic bronchitis 0.5 0.6 2.9 0.2 -0.4 -0.1 1.7 0.1 -0.5
Medication for pain relief, constipation, heartburn 0.7 1.3 2.7 -1.7 -1.0 -1.3 -0.8 -0.7 -1.0
Neck or shoulder pain in last month 2.0 2.9 5.3 2.0 -1.1 -1.6 0.9 -2.3 -1.8
Medication: Blood pressure 0.1 0.1 0.5 -0.3 -0.4 -0.1 -0.7 -0.1 -0.2
Angina (self-reported) 1.4 1.9 4.9 2.2 -1.6 -0.9 0.5 -0.7 -1.5
Migraine (self-reported) 0.1 0.1 0.4 -0.2 -0.6 -0.3 0.1 0.0 -0.5
Medication: Ibuprofen 0.4 0.4 1.5 1.2 0.8 0.3 0.1 0.5 0.1
Medication: Allopurinol 0.4 0.5 1.3 0.0 0.0 -0.9 0.6 -1.1 -0.8
Medication: Omeprazole 0.3 0.3 1.0 -0.0 0.5 0.8 0.1 1.0 0.4
Medication: Seretide 50 evohaler 0.1 0.1 0.2 -0.4 0.3 0.0 0.2 0.2 0.1
Mean time to correctly identify matches 0.9 1.8 6.3 -1.7 -1.2 0.4 2.5 0.2 0.0
Heart disease (mother) 0.7 0.8 2.6 1.0 -1.6 -0.3 1.1 0.0 -0.3
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.7 0.8 1.7 -1.3 -0.8 0.9 0.8 0.6 0.7
Whole body fat mass 0.8 3.1 5.6 0.4 -0.1 -2.4 1.8 -2.2 -2.2
Leg fat mass (right) 0.5 1.9 3.5 0.6 0.1 -1.6 1.9 -1.8 -1.4
Arm predicted mass (right) 0.9 4.4 6.8 2.4 -1.1 -2.6 2.0 -1.7 -2.4
Pulse rate, automated reading 1.0 3.4 4.8 0.9 1.5 -2.2 2.0 -2.1 -2.0
Alcohol intake frequency. 1.4 3.1 4.8 0.8 -1.3 -1.8 2.0 -2.1 -2.2
Comparative height size at age 10 0.4 2.3 4.2 1.8 -0.3 -2.0 -0.5 -1.4 -2.0
Number of full sisters 0.2 0.2 0.6 -0.6 -0.3 0.2 0.8 0.1 -0.1
Suffer from ‘nerves’ 0.8 1.2 3.1 0.1 0.4 -1.3 0.7 -1.8 -1.4
Overall health rating 0.6 1.3 2.7 1.6 -0.3 -0.9 1.2 -1.2 -1.2
Chest pain or discomfort 1.7 2.5 3.5 1.5 1.5 -1.4 1.9 -1.4 -1.7
Had major operations 5.2 6.1 12.6 -1.3 -0.4 -3.5 1.1 -3.0 -3.6
Age at last live birth 0.3 0.5 1.9 -1.4 -0.0 -0.4 -0.2 0.1 -0.9
Family relationship satisfaction 0.3 0.3 1.4 0.2 0.1 -0.7 0.1 -1.2 -0.4
Leg pain on walking 1.7 2.1 7.7 2.8 -0.8 -1.0 1.0 -1.4 -0.5
Qualifications: NVQ or HND or HNC or equivalent 1.2 1.4 6.0 -0.3 2.5 1.1 0.5 0.2 1.0
Commuting to job workplace: Car/motor vehicle 1.2 1.3 2.7 -0.3 0.7 1.6 -0.4 1.6 1.5
Illness, injury, bereavement, stress in last 2 years 1.2 1.4 3.7 -1.9 1.3 0.9 -0.4 1.1 0.9
Medication: Aspirin 0.5 0.6 1.2 -0.2 -0.5 1.1 0.6 1.0 0.9
Supplements: Vitamin C 0.7 0.8 2.6 -0.7 -1.6 0.0 1.2 -0.6 -0.0
Knee pain experienced in last month 0.4 0.7 1.4 0.4 -1.0 -0.7 1.2 -0.7 -0.6
Hypertension (Self-reported) 0.1 0.3 0.6 -0.8 0.6 0.5 -0.5 0.7 0.4
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 1.4 1.6 3.5 -1.3 0.7 1.4 -0.5 1.3 1.9
Illnesses of father: Heart disease 0.8 1.2 2.4 0.2 1.6 1.1 0.7 0.7 1.6
Illnesses of siblings: Diabetes 0.8 1.0 4.9 0.2 -0.7 0.3 2.2 0.6 0.2
Smoking status: Previous 0.4 0.6 1.4 -0.5 1.2 -0.6 -0.9 -0.3 -0.7
Forced expiratory volume in 1-second (FEV1), predicted 0.6 1.2 2.7 1.6 0.7 -0.7 1.5 -0.5 -1.0
Whole body fat-free mass 1.3 7.5 14.0 1.9 -1.5 -3.7 2.2 -2.8 -3.6
Leg fat-free mass (right) 1.2 6.5 13.3 1.0 -1.3 -3.6 2.0 -2.7 -3.4
Arm fat percentage (left) 0.5 1.9 3.6 -0.3 0.1 -1.7 1.9 -1.8 -1.4
Average weekly red wine intake 0.2 0.4 2.0 0.1 -0.3 -0.2 -1.4 -0.1 0.2
Handedness (chirality/laterality): Left-handed 0.3 0.4 1.1 0.5 -0.2 0.6 1.0 0.6 0.5
Mood swings 1.1 2.0 3.4 1.7 1.0 -1.4 0.9 -1.4 -1.8
Loneliness, isolation 0.6 0.8 2.0 0.6 1.4 -0.2 1.2 -1.0 -0.3
Long-standing illness, disability or infirmity 0.6 0.9 1.7 0.4 -1.1 -1.1 1.1 -0.4 -1.3
Ever had bowel cancer screening 0.7 0.9 3.7 -0.5 -0.3 0.6 1.9 0.0 0.8
Diabetes diagnosed by doctor 0.4 0.7 1.7 -1.2 0.7 0.2 1.3 0.7 0.1
Ever had stillbirth, spontaneous miscarriage or termination 0.3 0.3 1.0 0.3 1.0 0.2 0.6 0.4 0.2
Friendships satisfaction 1.4 1.8 3.0 1.5 -1.7 -1.7 0.3 -0.9 -1.2
Qualifications: nursing, teaching 2.4 3.7 8.4 1.7 -0.2 -2.9 0.2 -1.9 -2.7
Commuting to job workplace: Walk 0.7 0.7 1.2 0.5 -0.9 -1.1 0.4 -1.0 -0.9
Eye problems/disorders: Cataract 0.7 0.8 2.5 1.6 -1.4 -0.0 0.5 -0.1 -0.3
Mouth/teeth dental problems: Mouth ulcers 1.2 1.9 3.4 1.0 -1.8 -1.5 0.0 -1.4 -1.8
Medication for cholesterol 0.2 0.3 1.0 0.7 -0.6 -0.4 -1.0 -0.3 -0.0
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.8 1.0 3.0 -1.0 0.4 0.8 1.7 0.3 0.9
Back pain experienced in last month 1.4 2.1 4.0 1.5 0.6 -1.5 0.9 -2.0 -1.8
Mineral and other dietary supplements 1.3 1.8 5.2 2.3 -1.2 -0.1 1.9 0.8 0.2
Breast cancer (self-reported) 1.0 1.2 4.3 1.0 2.1 0.8 0.9 0.4 0.6
Asthma (self-reported) 0.4 0.8 2.0 0.2 0.1 1.0 0.6 1.4 1.1
Osteoporosis (self-reported) 0.0 0.0 0.2 -0.1 0.1 -0.2 -0.2 -0.4 -0.2
Osteoarthritis (self-reported) 0.9 1.1 2.2 0.2 -0.9 -1.2 1.2 -0.9 -1.5
Medication: Aspirin 0.8 1.0 1.7 0.1 -1.0 1.3 0.5 1.2 1.2
Medication: Gliclazide 0.9 1.1 2.6 -1.6 1.1 -0.1 1.5 0.6 -0.2
Illnesses of father: None of the above (group 1) 0.5 0.7 1.5 -1.0 -0.2 -1.0 -0.4 -0.4 -1.2
Smoking status: Current 0.7 1.2 2.4 0.0 -1.0 -1.3 1.0 -1.6 -1.0
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.3 0.7 3.7 0.5 -0.0 0.5 1.9 -0.4 0.2
Whole body water mass 1.3 7.3 13.8 1.9 -1.4 -3.7 2.1 -2.7 -3.6
Leg predicted mass (right) 1.2 6.6 13.5 1.0 -1.2 -3.7 2.1 -2.7 -3.5
Arm fat mass (left) 0.7 2.9 5.0 0.6 -0.2 -2.1 2.2 -1.9 -1.9
Number of self-reported non-cancer illnesses 0.4 0.7 3.4 0.7 -1.8 -0.1 0.6 0.2 -0.1
Average weekly champagne plus white wine intake 0.5 0.7 1.8 -0.5 0.3 1.0 -1.4 0.7 0.9
Miserableness 1.1 1.9 4.5 0.7 -0.3 -1.8 1.2 -1.3 -2.1
Guilty feelings 0.6 0.9 1.7 1.3 0.5 1.1 0.0 1.1 1.0
Wears glasses or contact lenses 0.3 0.3 0.9 -0.9 -0.9 -0.1 0.2 0.2 -0.3
Ever taken oral contraceptive pill 0.6 0.7 3.4 1.8 -0.2 -0.5 -0.3 0.0 -0.5
Hearing aid user 2.5 2.8 4.6 -2.1 -1.1 -2.0 0.7 -1.8 -1.9
Mother’s age at death 0.8 1.0 2.5 0.3 -1.6 -1.1 0.0 -1.4 -0.6
Financial situation satisfaction 0.3 0.4 0.8 0.8 -0.8 0.4 -0.9 0.3 0.3
Tinnitus: Yes, now most or all of the time 1.1 1.2 1.9 0.2 -1.4 -1.3 1.0 -1.3 -1.1
Commuting to job workplace: Public transport 0.9 1.1 1.9 -0.8 -0.9 -1.4 -0.3 -1.3 -1.3
Eye problems/disorders: Glaucoma 0.4 0.5 1.5 0.9 -0.4 -0.0 1.2 0.3 0.4
Medication: Blood pressure 0.3 0.6 1.3 -1.1 -0.5 -0.7 0.7 -0.7 -0.6
Pain type(s) experienced in last month: Hip pain 0.0 0.0 0.0 0.1 -0.1 -0.1 -0.1 0.0 -0.0
Supplements: Fish oil (including cod liver oil) 2.0 2.6 7.6 -2.8 1.4 1.2 -1.7 0.8 0.9
High cholesterol (Self-reported) 0.5 0.9 2.1 -0.8 1.5 0.8 -1.1 0.1 1.0
Medication: Bendroflumethiazide 0.4 0.7 1.5 -1.0 -1.2 -0.3 -1.0 -0.2 -0.3
Medication: Paracetamol 1.5 2.3 6.6 0.1 2.6 1.1 -2.1 0.7 1.1
Medication: Lisinopril 0.3 0.4 0.7 0.2 0.6 -0.7 -0.7 -0.8 -0.8
Medication: Atorvastatin 0.3 0.3 1.2 -0.5 -1.1 -0.2 -0.3 -0.7 0.3
Illnesses of father: High blood pressure 0.3 0.4 0.8 0.8 -0.6 0.4 -0.7 0.9 0.4
Alcohol drinker status: Never 2.9 3.5 5.7 0.8 -1.3 -2.4 1.7 -2.1 -2.4
Ever smoked 1.7 2.9 5.3 -1.5 -0.4 -2.1 -0.9 -2.2 -2.3
Basal metabolic rate 1.3 7.3 13.5 1.7 -1.3 -3.7 2.3 -2.8 -3.5
Leg fat percentage (left) 0.2 0.7 3.3 0.3 0.2 -0.6 1.8 -0.8 -0.2
Arm fat-free mass (left) 0.9 4.6 8.0 1.8 -1.2 -2.8 2.1 -1.8 -2.6
Number of operations (self-reported) 3.9 5.7 11.0 1.0 -1.7 -3.3 1.1 -2.8 -3.3
Average weekly beer plus cider intake 2.4 3.5 8.2 1.1 0.0 -2.4 0.8 -2.2 -2.9
Irritability 1.2 2.1 3.3 1.8 1.6 -1.1 1.1 -1.6 -1.4
Risk taking 0.6 0.9 3.8 0.7 -0.8 -0.6 2.0 -0.1 -0.3
Ever had prostate specific antigen (PSA) test 1.3 1.5 2.4 -1.1 -1.6 -1.5 0.5 -1.2 -1.3
Fractured/broken bones in last 5 years 1.9 2.5 4.5 2.1 -0.8 -1.5 1.8 -0.9 -1.9
Age started oral contraceptive pill 0.7 0.9 2.0 -0.6 1.4 0.8 -1.4 0.6 0.5
Diastolic blood pressure, automated reading 0.6 1.7 3.5 0.7 0.8 1.5 0.3 1.8 1.9
Ever depressed for a whole week 0.2 0.2 0.8 0.1 -0.9 -0.0 -0.2 -0.5 0.1
Unable to work because of sickness or disability 2.2 2.9 6.1 1.1 -0.2 -2.2 -0.7 -2.5 -2.1
Commuting to job workplace: Cycle 1.1 1.3 2.2 -0.2 -1.0 -1.4 1.1 -1.1 -1.5
Myopia 1.0 1.5 3.1 1.5 0.1 -1.8 0.3 -0.8 -1.6
Vascular/heart problems diagnosed by doctor 0.0 0.1 0.3 0.5 0.1 0.0 -0.0 -0.1 0.3
Cholesterol lowering medication 0.6 0.9 4.1 -0.7 2.0 0.7 0.3 0.1 0.7
Medication: Omeprazole (e.g. Zanprol) 0.5 0.7 1.6 -0.1 0.3 0.9 1.1 1.3 0.6
Pain experienced in last month 1.1 1.9 5.6 -2.4 0.7 0.9 -0.2 1.7 1.2
Supplements: Calcium 0.5 0.5 1.0 -0.8 -0.4 -0.7 0.5 -1.0 -0.8
Basal cell carcinoma (self-reported) 0.2 0.3 0.9 1.0 -0.1 -0.5 0.7 -0.1 -0.0
Heart attack/myocardial infarction (self-reported) 0.5 0.6 1.9 1.4 0.2 -0.1 -1.2 -0.7 -0.2
Deep venous thrombosis (DVT) (self-reported) 1.5 2.0 4.4 -0.2 -0.1 -1.6 -1.7 -1.4 -2.1
Heart disease (siblings) 0.3 0.4 1.1 -1.1 0.7 -0.1 0.4 -0.6 -0.2
Alcohol drinker status: Previous 0.4 0.5 0.7 0.4 -0.1 -0.8 0.7 -0.9 -0.9
Pack years of smoking 2.7 4.0 8.9 -1.4 0.1 -2.3 3.0 -1.9 -2.0
Impedance of whole body 0.2 1.1 3.2 -0.7 1.4 0.9 -1.8 0.0 0.6
Leg fat mass (left) 0.6 2.2 4.2 0.5 -0.2 -1.8 2.0 -1.8 -1.4
Arm predicted mass (left) 0.8 4.1 7.4 1.8 -0.7 -2.7 2.1 -1.8 -2.5