Hub : Genes

NPIPB4

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 Artery Tibial 0.125 0.0518 4.0e-03 0.029 NA 0.009 NA 0.015 2.3e-03 NA 6.2e-02 NA 2.2e-02
2 GTEx Cells EBV-transformed lymphocytes 0.399 0.0990 3.6e-04 0.085 NA 0.152 NA 0.141 1.0e-03 NA 1.2e-05 NA 2.4e-05
3 GTEx Cells Transformed fibroblasts 0.065 0.0390 9.5e-03 -0.001 NA 0.007 NA 0.004 4.4e-01 NA 9.3e-02 NA 1.5e-01
4 GTEx Esophagus Mucosa 0.119 0.0590 7.4e-03 -0.004 NA -0.001 NA -0.002 8.1e-01 NA 3.6e-01 NA 5.0e-01
5 GTEx Muscle Skeletal 0.142 0.0416 1.5e-06 0.010 NA 0.012 NA 0.024 3.2e-02 NA 2.0e-02 NA 1.7e-03
6 GTEx Thyroid 0.087 0.0430 7.1e-03 0.008 NA 0.025 NA 0.004 7.1e-02 NA 4.6e-03 NA 1.6e-01
7 METSIM Adipose 0.121 0.0373 1.3e-11 0.058 0.083 0.089 0.078 0.061 4.1e-09 2.1e-12 2.9e-13 8.3e-12 1.8e-09

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6 7
Bipolar Disorder (2018) 0.4 0.6 1.5 0.6 0.1 0.1 -0.8 -0.1 -1.2 -1.2
Bipolar Disorder or Schizophrenia 1.7 4.2 10.3 2.9 -0.9 0.1 -2.2 0.8 -2.0 -3.2
Depressed Affect (Nagel 2018) 0.4 0.8 2.4 -0.1 0.3 -1.0 -0.1 -1.6 -1.1 -0.9
Depression (Nagel 2018) 1.2 1.9 5.8 -0.3 -0.9 -0.7 -2.4 0.5 -2.3 -0.5
Intelligence (Savage-Jansen 2018) 0.9 2.8 8.6 -0.3 -1.2 -2.9 -1.6 -1.9 -1.7 -0.1
Neuroticism (Nagel 2018) 0.2 0.4 1.1 0.2 -0.4 -0.7 -1.1 -0.4 -0.6 -0.6
Schizophrenia (2018) 2.2 4.6 12.1 3.2 -0.7 -0.0 -2.2 1.3 -1.6 -3.5
Schizophrenia vs Biploar Disorder 1.1 1.5 4.2 1.7 0.7 0.9 0.3 2.1 1.4 -0.2
Worry (Nagel 2018) 0.8 1.6 4.3 0.8 -1.3 -0.8 -2.1 0.1 -1.1 -1.7
Alzheimer’s Disease (in mother) 1.2 1.4 5.2 1.5 -0.8 0.9 -0.8 2.3 0.6 0.2
Alzheimer’s Disease (in father) 0.4 0.4 1.8 -0.2 -0.1 -1.3 -0.2 -0.5 -0.6 -0.4
Alzheimer’s Disease (including proxy) 0.5 0.7 2.7 1.6 -0.6 -0.1 -0.7 1.2 0.3 -0.3
Crohns Disease (2017) 0.8 1.7 3.4 -1.6 0.5 -1.3 -0.0 -1.7 -0.9 -1.9
Irritable Bowel Disease (IBD) 0.3 0.7 1.9 -0.9 1.4 -0.5 0.8 -1.1 -0.1 -0.6
Ulcerative Colitis (UC) 0.5 1.0 2.7 0.1 1.3 0.4 1.6 -0.1 0.9 1.3
Major Depression (MDD) 3.6 4.4 9.1 -0.6 -0.5 -1.6 -2.1 -2.2 -3.0 -3.0
Reaction Time 0.8 1.5 3.4 -0.6 -1.7 -1.5 -0.1 -1.2 -1.8 0.2
Verbal and Numeric Reasoning (VNR) 0.3 0.8 1.7 -0.8 -0.5 -1.3 -0.7 -1.0 -0.6 1.0
Breast Cancer 0.2 0.4 1.7 0.3 -1.3 -0.3 -0.0 -0.4 -0.3 0.9
Ovarian Cancer 2.2 3.0 8.1 -1.1 -0.7 -2.8 -1.2 -1.5 -2.1 -1.6
Prostate Cancer 0.8 1.1 3.7 0.9 1.1 0.8 1.9 0.8 1.0 0.1
Age at First Birth 1.0 1.4 5.6 2.4 0.0 0.3 0.3 0.8 1.1 -1.5
Bipolar Disorder (2011) 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
Body Mass Index (BMI) (2010) 0.5 0.7 2.7 0.3 -0.3 1.6 -0.1 1.4 0.6 0.4
Coronary Artery Disease (CAD) 2.7 3.2 10.4 1.2 0.6 2.3 0.6 3.2 1.5 1.5
Crohns Disease (2012) 0.6 0.9 4.2 -0.8 0.3 -0.1 -0.7 -0.5 -0.9 -2.0
Mean Putamen Volume 1.7 1.9 7.1 1.7 0.8 1.4 0.1 2.7 1.0 -0.2
Fasting Glucose 2.3 2.7 5.8 0.5 -1.4 -1.9 -1.4 -0.7 -2.3 -2.4
HbA1C 1.0 1.1 2.9 0.5 -0.8 -0.3 -1.2 -0.3 -1.6 -1.7
HDL Cholesterol 0.3 0.5 1.5 1.2 0.3 0.5 1.1 0.2 0.7 0.1
LDL Cholesterol 0.8 1.3 3.6 -0.3 -1.9 -0.4 -1.4 -1.1 -1.3 0.9
Lupus 1.4 2.1 3.9 -1.2 -1.8 -1.3 -2.0 -1.6 -1.5 -0.1
Neuroticism (2016) 0.7 0.9 2.7 -0.8 1.6 0.4 1.5 -0.5 0.5 0.5
Primary Biliary Cirrhosis 0.2 0.3 0.7 -0.8 0.6 -0.1 -0.0 -0.8 -0.3 0.1
Rheumatoid Arthritis 0.5 0.6 2.0 1.4 -0.7 0.3 0.3 0.9 1.0 -0.1
Schizophrenia (2014) 2.1 4.7 15.9 3.1 -0.1 0.2 -2.0 1.2 -1.3 -4.0
Triglycerides 1.1 1.8 3.0 -1.5 -0.5 -1.6 -1.2 -1.7 -1.7 -0.5
Type 2 Diabetes (T2D) (2012) 0.5 0.6 1.7 0.9 0.5 0.9 0.8 1.3 0.1 -0.2
Ulcerative Colitis 0.8 1.2 3.3 0.6 1.8 1.0 1.2 1.0 0.9 -0.0
Blood Eosinophil Count 0.1 0.7 3.2 0.1 -1.0 -0.3 -1.8 -0.4 -0.8 -0.0
Blood Platelet Count 0.2 1.9 3.8 0.5 1.4 1.7 1.9 0.3 2.0 0.9
Blood Red Count 0.2 1.6 6.3 0.9 0.5 0.8 1.5 -0.0 1.0 2.5
Blood White Count 0.1 0.6 2.0 0.7 -1.4 -0.9 -0.6 -0.2 -0.8 0.4
Heel T-Score 2.8 22.2 43.7 6.6 3.0 4.2 4.0 6.5 5.0 -0.6
BMI 0.2 1.4 3.1 1.6 -1.8 1.0 -0.5 1.1 0.8 1.0
Height 0.1 2.3 10.1 -0.6 1.7 -0.3 1.4 -3.2 0.6 -0.8
Waist Hip Ratio (WHR) 0.1 0.6 1.6 0.4 -0.5 -0.5 -0.5 1.0 -0.8 1.3
Systolic Blood Pressure 0.4 1.8 4.8 1.2 0.0 -0.6 2.0 1.0 0.9 2.2
Smoking Status 0.2 0.6 2.1 -1.2 -0.1 -0.0 -0.0 0.4 -0.4 1.5
Allergy or Eczema 0.6 1.5 3.7 -1.0 -1.3 -1.4 -1.1 -0.8 -1.9 -0.5
Cardiovascular Disease 0.2 0.5 1.9 0.3 0.4 -0.8 0.9 0.0 -1.4 -0.4
Hypothyroidism (self reported) 0.7 1.7 4.6 2.1 -1.6 1.3 -0.1 1.6 0.1 0.6
Respiratory disease 0.6 1.3 5.2 1.1 0.3 1.1 0.6 2.3 0.8 -0.3
Type 2 Diabetes (T2D) (2018) 0.1 0.2 0.6 0.8 -0.5 -0.4 0.2 -0.0 -0.4 -0.4
Lung FEV1/FVC ratio 0.2 1.2 3.2 1.7 -1.8 -0.2 -1.2 0.3 -0.7 -0.5
Lung FVC 0.1 0.6 1.9 -0.2 -0.6 -1.4 0.1 -0.5 -1.2 0.1
Neuroticism 1.0 2.3 3.2 -1.0 -1.4 -1.5 -1.8 -1.8 -1.7 -1.4
Chronotype (morning person) 1.0 2.3 6.6 -2.5 0.6 -0.7 -0.4 -2.6 -0.2 1.5
Hair Pigment 0.0 1.3 3.7 0.7 1.9 0.9 1.2 1.1 0.4 -1.2
Tanning 0.1 1.1 4.0 -0.1 0.1 0.8 0.1 -0.8 2.0 1.5
Hand grip strength (left) 0.2 0.6 1.5 0.2 0.0 -1.1 0.7 -1.2 -0.5 -0.9
Number of treatments/medications taken 0.6 1.1 3.1 0.6 0.4 1.6 0.3 1.8 1.0 -0.3
Average weekly spirits intake 0.6 0.8 1.7 -1.3 -0.7 0.8 -0.9 -0.0 -0.4 1.3
Sensitivity / hurt feelings 0.6 1.0 2.4 -1.6 0.3 -0.6 -1.1 -1.3 -0.9 -0.6
Frequency of depressed mood in last 2 weeks 0.2 0.2 0.8 0.2 0.0 -0.8 -0.9 0.0 -0.2 0.5
Hearing difficulty/problems: Yes 0.8 1.3 5.1 -0.5 -0.3 2.3 -1.2 1.1 0.6 -0.4
Relative age of first facial hair 0.3 0.6 2.3 -0.3 -0.4 -0.7 0.3 -0.7 -1.5 -0.7
Other serious medical condition/disability diagnosed by doctor 0.8 1.1 3.0 -0.6 0.7 -0.3 -1.7 -0.7 -1.1 -1.3
Ever used hormone-replacement therapy (HRT) 0.4 0.5 1.1 -1.1 -0.3 0.2 -0.8 0.2 -1.1 0.4
Ever had hysterectomy (womb removed) 3.3 3.7 8.4 -0.1 2.0 2.1 2.7 0.5 2.9 1.3
Systolic blood pressure, automated reading 1.9 5.5 12.9 1.5 1.1 1.5 3.6 1.5 3.2 2.7
Eye problems/disorders: Diabetes related eye disease 0.4 0.5 1.5 1.2 -0.8 0.3 0.2 -0.2 0.6 -0.9
Angina 2.3 3.1 7.5 -0.9 -1.8 -1.4 -2.7 -0.1 -2.4 -1.6
Medication for hormone replacement therapy 2.2 2.5 3.8 -1.4 -1.8 -1.2 -2.0 -1.5 -2.0 -1.2
Vitamin and mineral supplements 0.3 0.5 0.9 0.8 1.0 -0.7 0.4 -0.1 0.9 -0.6
Supplements: Zinc 0.3 0.4 0.6 -0.7 0.5 0.8 -0.3 0.8 -0.6 0.4
Medication: Co-codamol 0.8 1.0 3.5 0.1 0.4 0.9 0.8 0.3 1.2 1.9
Medication: Metformin 0.3 0.4 1.2 1.1 -0.0 0.3 0.7 0.4 0.8 -0.1
Diabetes (father) 0.2 0.2 1.0 -0.2 -0.1 0.3 -0.7 -0.1 0.1 -1.0
Diabetes (mother) 0.6 0.7 1.7 0.3 -0.0 -1.3 -0.7 0.2 -1.2 -1.2
Severe depression (siblings) 0.8 0.9 2.3 -0.4 -0.9 -1.1 -1.2 -0.6 -1.5 0.2
Pack years adult smoking proportion 0.4 0.7 2.4 0.4 1.6 -0.0 1.1 0.7 0.1 -0.6
Impedance of leg (right) 0.4 2.0 7.3 -0.3 2.7 1.3 1.2 0.8 1.7 -0.5
Leg fat-free mass (left) 0.3 1.6 6.6 0.8 -2.6 -0.8 -0.9 -1.4 -0.8 -0.4
Trunk fat percentage 0.5 2.2 5.2 1.6 -0.1 2.3 0.8 1.3 2.2 0.5
Hand grip strength (right) 0.6 1.6 5.9 -0.8 -0.1 -1.6 -0.3 -2.4 -1.0 -1.0
Townsend deprivation index at recruitment 2.6 3.6 10.8 -1.2 -1.6 -2.3 -2.0 -1.2 -3.3 -0.2
Current tobacco smoking 0.2 0.4 0.9 -0.6 0.9 0.1 0.2 -0.8 0.0 0.9
Average weekly fortified wine intake 0.3 0.4 1.0 -0.0 -0.1 -0.2 -0.7 0.2 -1.0 -0.9
Maternal smoking around birth 0.3 0.4 1.1 1.1 0.8 -0.3 0.4 0.6 0.2 -0.3
Fed-up feelings 0.4 0.7 2.8 -0.6 0.5 -1.0 0.3 -1.7 0.1 0.7
Frequency of unenthusiasm / disinterest in last 2 weeks 1.9 2.5 6.0 -0.3 -2.0 -1.5 -2.5 -0.4 -2.1 0.4
Relative age voice broke 0.8 1.3 3.4 -0.4 -0.8 -1.4 -0.5 -1.4 -1.8 -0.7
Taking other prescription medications 0.6 0.9 2.5 -0.5 0.2 1.6 0.3 1.3 1.2 0.1
Age when periods started (menarche) 0.9 2.1 4.6 -0.5 -0.8 -2.1 -1.1 -1.6 -2.0 -1.1
Bilateral oophorectomy (both ovaries removed) 1.1 1.3 3.7 -1.9 0.8 -1.4 0.3 -1.4 -0.9 -0.2
Heel bone mineral density (BMD) T-score, automated (left) 2.0 4.6 16.5 4.1 0.6 0.9 1.5 2.7 2.1 -0.6
Tinnitus: Yes, but not now, but have in the past 1.6 1.7 4.5 -0.0 -0.7 -1.0 -2.1 -0.0 -1.4 -2.1
Qualifications: CSEs or equivalent 0.2 0.2 0.7 0.3 0.2 -0.4 0.0 0.4 -0.6 -0.8
Serious illness, injury or assault to yourself 1.1 1.3 4.3 -0.4 -1.0 -0.2 -1.7 0.7 -2.1 -0.6
High blood pressure 0.5 1.5 4.7 0.5 2.2 0.0 2.1 0.6 0.7 -0.0
Hayfever, allergic rhinitis or eczema 0.4 0.8 2.4 -0.6 -1.0 -0.8 -0.8 0.1 -1.6 -0.6
Multivitamins +/- minerals 0.6 0.8 1.4 -1.0 -1.2 -0.3 -0.6 -0.8 -1.1 0.8
Stomach or abdominal pain in last month 0.5 0.6 1.6 0.6 -0.6 -0.8 -0.9 -0.0 -0.9 -1.3
Supplements: Glucosamine 0.4 0.5 1.8 -0.6 0.1 0.9 0.6 -0.3 1.3 0.5
Diverticular disease/diverticulitis (self-reported) 1.3 1.6 5.0 -0.6 -1.5 -0.2 -2.2 1.1 -1.2 0.8
Medication: Atenolol 0.9 1.1 3.1 0.0 -1.8 -1.2 -1.0 -1.1 -0.9 0.3
Medication: Levothyroxine sodium 0.6 1.0 2.7 0.9 -1.6 -0.1 -1.1 -0.2 -1.4 -0.6
Sitting height 0.5 3.4 12.2 -1.9 -1.4 -1.8 -0.8 -3.5 -1.5 0.4
Chronic bronchitis/emphysema (father) 0.5 0.6 3.2 0.6 0.4 -0.2 -0.5 1.8 -0.1 -0.6
High blood pressure (mother) 0.7 1.0 3.2 -1.4 0.7 -0.9 0.6 -1.8 0.3 0.3
Body mass index (BMI) 0.4 1.8 4.5 2.1 -1.7 1.1 0.2 1.4 1.1 0.9
Impedance of leg (left) 0.6 2.7 10.3 -0.9 3.2 1.3 1.5 0.3 1.9 0.2
Leg predicted mass (left) 0.3 1.7 6.5 0.8 -2.5 -0.8 -1.0 -1.4 -0.9 -0.5
Trunk fat mass 0.3 1.4 3.3 1.6 -0.5 1.6 0.7 0.6 1.8 0.3
Waist circumference 0.2 0.8 2.4 1.4 -1.6 0.3 -0.4 0.7 0.4 0.4
Number of incorrect matches in round 0.6 1.0 2.9 -0.8 1.7 -0.1 1.1 -0.6 0.4 -1.4
Past tobacco smoking 0.1 0.2 0.6 -0.2 -0.3 0.4 -0.8 -0.6 0.6 -0.2
Alcohol usually taken with meals 0.6 1.0 2.9 0.9 1.4 0.6 0.4 0.8 0.0 -1.7
Nervous feelings 0.1 0.3 0.7 0.5 -0.0 -0.6 -0.7 0.1 0.1 -0.9
Frequency of tenseness / restlessness in last 2 weeks 0.4 0.6 2.5 0.5 -0.8 0.3 -1.6 0.8 -0.2 -0.3
Hearing difficulty/problems with background noise 0.5 0.8 1.6 -1.1 -0.6 0.7 -1.2 0.3 -1.3 -0.5
Hair/balding pattern: Pattern 2 0.6 0.7 2.1 -1.4 -0.5 -0.9 -0.3 -1.2 -0.2 0.7
Had menopause 2.0 2.5 6.7 -0.1 2.6 2.4 0.9 1.1 1.6 0.2
Had other major operations 0.4 0.4 2.0 -0.4 0.2 1.4 0.4 0.7 0.1 0.6
Forced vital capacity (FVC) 0.4 1.7 4.7 -0.2 -0.8 -2.0 -0.4 -1.1 -2.2 -1.2
Heel bone mineral density (BMD) T-score, automated (right) 1.6 3.7 14.1 3.8 0.6 0.6 1.4 2.3 1.9 -0.8
Ever unenthusiastic/disinterested for a whole week 0.4 0.4 2.1 -0.8 0.5 -0.2 0.1 -1.5 0.2 0.2
Qualifications: None of the above 0.4 0.8 2.0 -0.6 -0.2 -1.2 -0.4 -1.4 -1.2 0.1
Financial difficulties in last 2 years 0.2 0.3 1.0 -0.5 0.4 -0.3 -0.4 -1.0 0.7 0.3
Mouth/teeth dental problems 1.0 1.6 6.0 0.4 0.8 2.4 0.2 0.1 2.0 -0.5
Heart attack 0.9 1.1 4.6 -0.3 -0.7 -0.2 -2.1 0.2 -1.5 0.4
Allergy 0.3 0.7 1.9 0.3 0.1 -0.3 0.6 -1.1 1.0 1.4
Pain all over the body in last month 0.2 0.2 0.6 0.3 -0.1 -0.7 -0.1 -0.6 -0.5 -0.2
Diabetes (self-reported) 0.1 0.2 0.5 0.7 -0.3 0.3 -0.3 0.7 0.1 -0.1
Hayfever/allergic rhinitis (self-reported) 0.6 0.8 3.2 -0.2 0.7 1.1 0.4 1.8 0.4 0.7
Medication: Ramipril 0.5 0.6 2.3 -0.5 1.5 0.9 0.1 0.6 0.2 0.4
Medication: Simvastatin 1.3 1.9 5.5 -1.3 -1.2 -1.6 -1.1 -0.8 -2.3 0.0
Fluid intelligence score 0.1 0.3 0.7 -0.5 0.4 0.1 -0.3 0.9 -0.6 0.5
Illnesses of siblings 0.8 1.2 4.1 -0.9 0.2 -0.2 -1.2 -0.9 -0.8 -2.0
Neuroticism score 0.5 1.0 3.4 -0.8 -0.9 -0.7 -1.8 -0.7 -0.9 -0.8
Weight 0.1 0.7 1.9 1.4 -1.4 0.4 0.3 -0.2 0.8 0.1
Impedance of arm (right) 0.2 1.2 3.0 0.0 1.7 1.2 0.2 1.2 0.5 -1.4
Arm fat percentage (right) 0.7 3.0 6.8 2.6 -1.2 2.0 0.6 2.1 1.8 0.5
Trunk fat-free mass 0.3 1.5 4.6 0.1 -1.8 -1.5 -0.4 -2.1 -0.5 0.0
Hip circumference 0.2 0.9 2.4 1.6 -1.2 0.9 -0.3 0.4 0.7 -1.0
Time employed in main current job 0.4 0.5 1.9 -0.1 0.6 0.5 0.6 0.7 0.3 1.4
Alcohol intake versus 10 years previously 1.0 1.5 3.5 -0.1 -0.5 -1.9 -0.5 -1.9 -1.4 -0.8
Father’s age at death 1.1 1.4 3.4 1.9 0.4 1.4 0.6 1.0 1.5 -0.9
Worrier / anxious feelings 0.3 0.5 1.2 0.0 -1.1 -0.8 -0.9 -0.2 -0.7 0.5
Frequency of tiredness / lethargy in last 2 weeks 0.7 1.1 4.0 -0.2 -1.1 -0.7 -2.0 -0.4 -1.0 -1.0
Falls in the last year 0.6 0.8 2.6 -1.6 0.7 -0.2 -0.4 -0.4 -1.1 -0.9
Hair/balding pattern: Pattern 3 0.9 1.3 4.9 0.1 0.2 0.8 2.2 -0.0 1.6 1.1
Number of live births 1.6 2.2 4.5 -1.3 -1.0 -2.0 -2.1 -0.6 -2.0 -0.2
Forced expiratory volume in 1-second (FEV1) 1.2 4.0 9.3 0.3 -2.0 -2.4 -1.9 -1.1 -3.0 -2.0
Pulse rate 0.5 0.9 3.7 -1.0 1.9 0.1 1.1 -0.3 0.3 0.3
Happiness 1.6 1.9 3.1 -1.8 -1.3 -1.4 -1.2 -1.7 -1.4 0.5
Noisy workplace 0.6 0.7 2.5 0.3 1.6 0.5 0.2 0.8 1.1 -0.7
Qualifications: A levels/AS levels or equivalent 0.2 0.5 1.3 0.9 -1.1 0.0 -0.4 0.6 -0.7 -0.7
Serious illness, injury or assault of a close relative in last 2 years 1.7 1.9 4.0 -0.2 -1.3 -1.6 -1.4 -0.6 -2.0 -1.7
Mouth/teeth dental problems: Dentures 0.5 0.9 3.4 -0.5 -0.3 -1.8 0.9 -0.2 -1.1 0.6
Asthma 0.5 1.0 1.8 0.7 0.9 1.2 1.4 1.3 0.9 -0.5
Medication: Ibuprofen (e.g. Nurofen) 0.9 1.1 2.1 -0.8 -1.1 -1.4 -0.2 -1.5 -1.0 -0.8
Medication: Cholesterol lowering 0.3 0.5 1.3 0.6 -0.3 -0.3 -0.6 1.1 -1.0 -0.7
Depression (self-reported) 2.5 3.0 6.8 -0.9 -2.0 -2.6 -1.6 -1.1 -2.1 1.0
Medication: Lansoprazole 1.4 1.6 4.6 0.7 1.6 1.4 0.2 2.1 1.2 0.2
Prospective memory result 1.3 1.6 3.3 -0.9 -0.8 -1.8 -1.2 -1.2 -1.7 -0.6
Lung cancer (father) 0.2 0.2 0.6 -0.8 -0.3 -0.4 -0.3 -0.3 -0.4 -0.6
Illnesses of mother 1.5 1.8 5.8 -1.3 -1.1 -1.3 -0.6 -2.4 -1.4 -0.3
Forced expiratory volume in 1-second (FEV1), Best measure 1.2 3.9 7.6 0.9 -1.8 -2.3 -1.7 -0.8 -2.8 -2.7
Pulse wave Arterial Stiffness index 0.3 0.3 0.9 -0.3 0.6 0.2 0.9 0.3 0.8 0.3
Impedance of arm (left) 0.3 1.3 6.0 -0.8 2.4 0.8 0.0 0.6 0.1 -1.3
Arm fat mass (right) 0.4 1.6 4.4 2.1 -1.6 1.2 0.2 1.0 1.2 0.5
Trunk predicted mass 0.3 1.5 4.7 0.1 -1.8 -1.5 -0.4 -2.2 -0.5 0.0
Standing height 0.3 2.7 11.7 -1.5 0.7 -1.4 0.0 -3.4 -0.5 -1.5
Length of working week for main job 0.3 0.3 0.7 0.3 -0.7 -0.3 -0.5 -0.1 -0.8 0.6
Exposure to tobacco smoke at home 0.7 0.8 2.9 1.7 -0.3 0.9 0.3 1.2 0.5 -0.3
Breastfed as a baby 0.9 1.1 2.3 -0.0 0.9 1.5 1.3 1.0 1.3 0.7
Tense / ‘highly strung’ 0.4 0.7 1.4 0.9 -1.2 0.0 -1.1 0.2 0.1 -1.1
Seen doctor (GP) for nerves, anxiety, tension or depression 0.5 0.8 2.7 -0.1 -0.7 -0.4 -1.6 -0.3 -1.5 -0.1
Hair/balding pattern: Pattern 4 0.6 1.4 4.1 0.9 1.3 -0.1 1.3 -1.0 2.0 -0.1
Birth weight of first child 0.5 0.8 2.9 0.5 0.1 0.0 1.7 -0.2 1.4 0.7
Peak expiratory flow (PEF) 1.0 2.3 3.5 1.2 -1.8 -1.5 -1.9 -0.4 -1.6 -1.7
Pulse wave reflection index 0.3 0.4 1.1 -0.6 -1.1 -0.3 -0.2 0.3 0.2 1.0
Ever highly irritable/argumentative for 2 days 0.9 1.1 2.8 0.2 -0.6 -1.7 -1.2 -0.8 -0.9 -1.2
Loud music exposure frequency 0.8 0.9 1.9 -0.8 -0.6 -0.7 -1.2 -1.4 -1.1 -0.3
Qualifications: O levels/GCSEs or equivalent 0.7 1.1 2.2 -0.2 -1.5 -1.4 -0.6 -1.3 -1.2 0.3
Mouth/teeth dental problems: Bleeding gums 0.7 0.9 2.2 0.8 -1.5 -1.1 -1.0 0.5 -0.6 0.7
Blood clot in the leg (DVT) 0.7 0.9 3.2 -1.1 0.9 -0.2 -0.8 -0.6 -0.5 -1.8
Medication: Paracetamol 0.8 1.4 3.1 1.8 0.3 1.7 0.9 1.5 0.6 -0.5
Headache pain in last month 0.4 0.6 1.5 -0.9 -0.2 1.2 -0.8 1.0 0.0 -0.5
Medication for cholesterol, blood pressure or diabetes 0.5 0.8 1.9 -1.1 0.6 0.8 0.4 -0.6 1.1 1.4
Glaucoma (self-reported) 0.7 0.9 1.8 1.0 -1.2 -0.4 -1.0 0.7 -1.3 -0.3
Gout (self-reported) 1.0 1.4 4.4 0.8 -2.1 -0.3 -1.4 0.8 -1.3 -0.1
Hypothyroidism/myxoedema (self-reported) 0.4 0.8 3.6 0.9 -1.9 0.5 -0.8 -0.0 -0.4 -0.1
Medication: Amlodipine 1.2 1.7 6.2 -1.3 0.9 -1.4 1.1 -2.5 -0.1 -0.0
Medication: Ventolin 100micrograms inhaler 0.7 0.9 2.0 -0.7 1.4 1.2 1.2 0.8 0.5 -0.3
Birth weight 0.6 1.3 3.7 1.1 1.2 1.0 -0.2 0.7 1.0 -1.9
Chronic bronchitis/emphysema (mother) 0.4 0.5 1.6 -1.0 -0.4 -0.1 -1.3 -0.1 -0.8 -0.3
High blood pressure (siblings) 0.3 0.5 1.3 0.7 0.0 0.1 0.5 1.1 0.4 1.1
Forced vital capacity (FVC), Best measure 0.5 1.9 4.6 1.0 -0.7 -1.9 -0.4 -0.5 -1.8 -2.1
Body fat percentage 0.8 3.2 6.6 2.1 -0.0 2.5 1.2 1.9 2.6 0.5
Leg fat percentage (right) 1.0 3.8 7.8 2.8 -0.2 2.3 1.4 2.3 2.5 0.4
Arm fat-free mass (right) 0.3 1.5 5.8 -0.1 -1.7 -1.3 -0.3 -2.4 -0.3 0.5
Exposure to tobacco smoke outside home 0.5 0.6 1.5 -0.3 0.4 1.2 0.2 0.5 1.1 1.0
Comparative body size at age 10 0.4 1.0 1.9 1.4 1.4 0.3 -0.3 0.6 1.0 -1.3
Number of full brothers 0.6 0.7 2.6 0.4 -0.3 -1.1 0.3 -0.1 -1.0 -1.6
Worry too long after embarrassment 0.9 1.4 3.7 -0.7 -1.7 -1.0 -1.9 -0.6 -1.3 0.1
Seen a psychiatrist for nerves, anxiety, tension or depression 0.1 0.1 0.2 -0.1 0.0 0.1 -0.4 0.5 0.5 0.1
Wheeze or whistling in the chest in last year 0.8 1.4 4.3 0.3 1.1 2.1 0.1 1.4 1.6 -0.2
Number of children fathered 0.7 0.8 1.6 -0.9 1.3 0.3 1.1 -0.2 1.3 0.6
Reason for reducing amount of alcohol drunk: Health precaution 0.3 0.4 1.4 -0.3 1.2 0.1 0.1 -0.0 -0.7 -0.9
Age at first live birth 0.5 0.8 2.5 1.5 0.2 0.5 0.5 0.3 1.6 -0.5
Pulse wave peak to peak time 0.3 0.3 0.9 0.2 -0.3 -0.1 -0.9 -0.4 -0.8 -0.6
Health satisfaction 0.6 0.8 1.8 -1.1 -0.6 -0.7 -0.0 -1.4 0.0 1.2
Shortness of breath walking on level ground 0.2 0.2 0.8 0.9 -0.9 -0.0 -0.1 0.1 -0.1 -0.3
Qualifications: College or University degree 0.4 1.3 3.9 1.2 0.8 1.3 -0.2 1.2 -0.2 -2.0
Eye problems/disorders: None of the above 0.4 0.4 0.9 0.9 0.8 -0.1 0.9 -0.5 0.6 -0.1
Mouth/teeth dental problems: Loose teeth 0.6 0.7 2.6 1.6 -0.0 -0.4 0.4 1.5 -0.3 -0.1
Emphysema/chronic bronchitis 2.1 2.3 6.4 -0.7 -1.1 0.0 -2.0 1.5 -2.5 -1.4
Medication for pain relief, constipation, heartburn 0.1 0.3 0.5 -0.1 0.6 -0.2 0.7 -0.3 0.7 0.6
Neck or shoulder pain in last month 1.3 1.8 5.1 -1.3 -0.9 -1.3 -1.7 -0.7 -2.3 0.4
Medication: Blood pressure 0.7 1.1 2.9 0.8 -0.5 -1.2 -0.4 -0.1 -1.6 -1.7
Angina (self-reported) 2.8 3.6 8.8 -1.0 -1.8 -1.5 -3.0 -0.1 -2.6 -1.8
Migraine (self-reported) 0.4 0.5 1.8 0.5 -1.3 0.0 0.4 -0.7 0.6 -0.5
Medication: Ibuprofen 0.8 1.0 2.0 -0.9 -1.4 -0.8 -0.8 -0.9 -1.0 -1.0
Medication: Allopurinol 0.2 0.3 1.2 0.3 -1.1 0.1 -0.5 0.7 -0.1 0.2
Medication: Omeprazole 0.1 0.2 0.5 -0.1 0.5 -0.2 0.5 -0.1 -0.1 -0.7
Medication: Seretide 50 evohaler 0.6 0.7 3.2 -0.9 -0.6 0.2 0.1 -0.1 0.4 1.8
Mean time to correctly identify matches 0.2 0.4 1.0 -0.3 0.0 -0.9 1.0 -0.8 -0.7 0.2
Heart disease (mother) 3.0 3.7 10.5 2.8 -0.6 1.9 -0.7 3.2 0.3 -1.6
Reproduciblity of spirometry measurement using ERS/ATS criteria 2.8 3.3 6.7 -0.7 -1.6 -2.1 -2.1 -1.5 -2.6 -1.6
Whole body fat mass 0.4 1.5 3.4 1.8 -0.8 1.5 0.6 0.8 1.8 0.3
Leg fat mass (right) 0.5 1.8 5.3 2.3 -1.0 1.4 0.8 1.0 1.6 0.1
Arm predicted mass (right) 0.3 1.6 6.2 -0.4 -1.5 -1.3 -0.5 -2.5 -0.3 0.5
Pulse rate, automated reading 0.0 0.1 0.2 -0.5 0.4 -0.2 0.3 -0.5 -0.3 -0.0
Alcohol intake frequency. 0.9 2.0 7.1 -1.9 -0.1 -1.5 -0.2 -2.7 -0.9 0.6
Comparative height size at age 10 0.4 2.0 6.5 -1.3 1.5 -0.3 0.9 -2.5 0.4 -1.6
Number of full sisters 0.8 0.9 3.3 -0.7 -0.2 1.1 -1.8 1.0 -0.5 0.4
Suffer from ‘nerves’ 0.6 1.0 3.1 -0.2 -0.6 -1.3 -1.8 -0.5 -0.2 -1.2
Overall health rating 0.6 1.3 3.0 -1.4 -0.5 -0.9 -1.7 -0.3 -1.7 0.6
Chest pain or discomfort 1.2 1.7 5.3 0.1 0.7 1.9 -1.3 2.3 0.7 0.0
Had major operations 0.6 0.7 1.9 -0.8 0.4 1.4 -0.3 0.7 0.3 -1.1
Age at last live birth 0.2 0.3 0.8 0.9 0.1 -0.8 -0.3 0.6 -0.4 -0.5
Family relationship satisfaction 0.4 0.5 1.1 -0.4 -0.7 -0.4 -0.8 -1.1 -0.8 -0.8
Leg pain on walking 0.5 0.6 2.4 1.2 -0.3 0.3 -0.0 -0.5 -0.4 -1.5
Qualifications: NVQ or HND or HNC or equivalent 0.4 0.5 1.7 -0.1 -1.3 -0.3 -1.1 0.2 0.1 0.6
Commuting to job workplace: Car/motor vehicle 0.2 0.3 0.6 -0.2 0.8 0.6 -0.3 -0.2 0.8 0.2
Illness, injury, bereavement, stress in last 2 years 0.2 0.2 0.8 -0.2 -0.3 0.2 0.6 0.2 0.1 0.9
Medication: Aspirin 0.5 0.6 1.6 -1.3 0.1 -0.2 -1.3 -0.3 -0.8 -0.3
Supplements: Vitamin C 0.5 0.6 1.9 0.1 -1.0 -0.5 -0.3 -0.2 -1.4 -0.9
Knee pain experienced in last month 0.9 1.4 4.4 -0.5 1.5 -0.3 2.1 -1.0 1.2 0.5
Hypertension (Self-reported) 0.5 1.4 4.4 0.4 2.1 0.0 2.1 0.5 0.7 -0.1
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 0.1 0.1 0.5 0.3 -0.1 0.4 -0.3 0.7 -0.1 -0.3
Illnesses of father: Heart disease 1.1 1.6 4.8 -0.7 -0.3 -1.1 -1.2 -1.0 -2.2 -1.4
Illnesses of siblings: Diabetes 0.2 0.2 0.7 0.4 0.0 -0.5 0.8 -0.4 0.1 -0.4
Smoking status: Previous 0.4 0.6 1.7 0.7 -0.4 -0.7 0.3 1.3 -0.9 -0.6
Forced expiratory volume in 1-second (FEV1), predicted 0.8 1.6 4.3 -0.8 0.0 -1.8 -0.5 -2.1 -1.2 -1.1
Whole body fat-free mass 0.3 1.6 4.6 0.3 -2.1 -1.3 -0.6 -2.0 -0.6 -0.1
Leg fat-free mass (right) 0.3 1.6 5.7 0.5 -2.4 -0.9 -0.9 -1.7 -0.9 -0.3
Arm fat percentage (left) 0.6 2.4 5.8 2.4 -0.9 1.8 0.5 1.9 1.6 0.5
Average weekly red wine intake 0.8 1.2 4.8 -0.3 -0.1 -0.3 -1.5 0.0 -0.9 -2.2
Handedness (chirality/laterality): Left-handed 0.5 0.6 1.2 0.7 -1.1 -1.1 0.6 -0.7 -0.8 -0.3
Mood swings 0.1 0.1 0.4 0.3 -0.6 -0.3 -0.2 -0.4 -0.3 -0.3
Loneliness, isolation 0.8 1.2 2.7 -1.3 1.6 0.6 -0.1 -1.1 1.0 1.1
Long-standing illness, disability or infirmity 0.5 0.8 1.6 -0.3 1.3 0.7 0.9 1.2 0.7 0.8
Ever had bowel cancer screening 0.4 0.4 0.8 -0.8 0.5 0.0 -0.9 0.8 -0.3 -0.7
Diabetes diagnosed by doctor 0.2 0.2 0.7 0.8 -0.3 0.4 0.2 0.8 0.3 -0.0
Ever had stillbirth, spontaneous miscarriage or termination 0.7 0.7 2.2 -1.0 -0.2 0.4 -0.8 0.5 -1.5 -0.9
Friendships satisfaction 0.1 0.1 0.5 -0.2 -0.7 0.4 -0.4 -0.3 0.2 0.2
Qualifications: nursing, teaching 1.1 1.7 3.4 1.4 0.2 1.6 1.3 1.8 1.5 0.0
Commuting to job workplace: Walk 0.7 0.8 2.1 0.1 -1.4 0.5 -0.3 0.6 0.9 1.5
Eye problems/disorders: Cataract 0.3 0.4 1.1 -0.6 -1.0 0.2 -0.9 -0.2 -0.0 0.5
Mouth/teeth dental problems: Mouth ulcers 0.6 0.9 2.4 -1.5 1.6 -1.0 -0.5 -0.2 -0.6 -0.2
Medication for cholesterol 0.1 0.2 0.6 0.8 0.2 0.1 -0.4 0.5 0.0 -0.1
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.4 0.5 1.0 0.3 -0.3 -0.6 -0.9 -1.0 -0.5 -1.0
Back pain experienced in last month 0.4 0.6 1.6 0.5 0.6 0.6 1.3 0.9 0.8 -0.0
Mineral and other dietary supplements 0.3 0.4 1.4 1.2 0.4 -0.8 -0.2 -0.1 0.3 -0.4
Breast cancer (self-reported) 0.6 0.8 2.6 -0.4 1.0 -0.8 0.9 -1.6 0.3 -0.3
Asthma (self-reported) 0.8 1.7 4.1 1.2 0.9 1.5 1.4 2.0 1.0 -0.4
Osteoporosis (self-reported) 1.0 1.3 3.3 -0.7 0.5 -0.7 -1.5 -0.6 -1.8 -1.3
Osteoarthritis (self-reported) 0.4 0.5 1.1 -0.5 0.6 -0.0 1.1 -0.6 -0.3 1.0
Medication: Aspirin 0.5 0.7 1.9 -1.3 -0.4 -0.1 -1.4 -0.2 -1.0 0.3
Medication: Gliclazide 1.6 1.8 4.6 0.7 2.0 0.5 1.7 0.3 2.1 0.3
Illnesses of father: None of the above (group 1) 0.6 0.7 1.5 0.2 -1.2 0.8 -0.3 -0.5 1.0 1.2
Smoking status: Current 0.3 0.4 1.5 -0.6 0.7 0.2 0.3 -0.7 0.2 1.2
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.4 0.9 2.1 1.0 -0.7 -1.5 0.0 -0.2 -0.8 -1.4
Whole body water mass 0.3 1.5 4.5 0.3 -2.1 -1.2 -0.5 -1.9 -0.5 0.1
Leg predicted mass (right) 0.3 1.6 5.6 0.5 -2.4 -0.9 -1.0 -1.7 -0.9 -0.3
Arm fat mass (left) 0.3 1.3 4.0 2.0 -1.4 1.0 0.1 0.9 1.1 0.4
Number of self-reported non-cancer illnesses 0.4 0.7 2.6 -0.2 0.4 1.6 0.9 1.2 0.3 -0.1
Average weekly champagne plus white wine intake 0.8 1.1 3.3 -0.5 1.6 -0.1 1.0 -0.5 1.8 0.2
Miserableness 1.0 1.7 4.7 -0.2 -1.1 -1.6 -1.7 -0.6 -2.2 -0.3
Guilty feelings 0.4 0.6 1.5 -0.2 1.2 0.7 -0.7 0.6 0.3 -1.0
Wears glasses or contact lenses 1.1 1.2 3.3 -1.2 0.7 0.6 -1.6 -0.6 -0.3 -1.8
Ever taken oral contraceptive pill 0.5 0.6 2.1 0.2 0.0 -0.8 -0.1 -0.7 -1.5 -0.8
Hearing aid user 1.6 1.8 4.6 -1.6 -0.8 -0.2 -2.1 -0.8 -1.6 -1.3
Mother’s age at death 2.6 3.3 6.3 1.1 -0.3 2.2 1.5 2.1 2.5 2.0
Financial situation satisfaction 0.1 0.1 0.2 -0.4 0.4 0.1 0.2 -0.2 0.2 -0.3
Tinnitus: Yes, now most or all of the time 0.1 0.1 0.7 -0.8 0.1 0.2 -0.2 -0.4 -0.0 0.0
Commuting to job workplace: Public transport 0.7 0.8 1.5 1.2 0.3 0.7 1.2 1.0 1.0 -0.4
Eye problems/disorders: Glaucoma 0.8 1.0 3.0 0.9 -0.8 1.7 0.6 1.2 0.6 -0.0
Medication: Blood pressure 0.7 1.3 4.2 0.5 1.6 0.4 2.1 0.3 1.2 0.3
Pain type(s) experienced in last month: Hip pain 1.6 2.0 5.2 0.0 2.3 1.3 1.9 0.9 1.5 0.6
Supplements: Fish oil (including cod liver oil) 0.6 0.7 3.7 -1.9 -0.6 0.7 -0.4 -0.6 -0.5 0.1
High cholesterol (Self-reported) 0.1 0.2 0.6 -0.1 -0.5 -0.5 0.1 -0.2 -0.8 0.2
Medication: Bendroflumethiazide 0.9 1.4 3.5 1.0 0.7 0.8 1.9 0.5 1.5 1.4
Medication: Paracetamol 0.7 1.2 3.2 1.3 0.6 1.8 0.9 1.0 0.7 -0.7
Medication: Lisinopril 1.0 1.3 3.6 -0.2 1.7 0.1 1.9 -1.1 1.2 -0.3
Medication: Atorvastatin 0.6 0.7 1.2 1.1 -0.5 -0.9 -0.7 0.7 -1.0 -0.7
Illnesses of father: High blood pressure 0.4 0.5 0.8 0.2 0.8 -0.3 0.7 0.9 -0.7 -0.8
Alcohol drinker status: Never 1.9 2.2 6.7 -2.6 -0.8 -0.9 -1.7 -1.7 -1.4 0.3
Ever smoked 0.4 0.7 1.9 0.5 1.0 0.5 1.4 0.7 0.6 0.8
Basal metabolic rate 0.2 1.2 4.6 0.6 -2.1 -0.9 -0.5 -1.6 -0.3 -0.0
Leg fat percentage (left) 0.9 3.4 6.2 2.4 0.0 2.2 1.5 2.0 2.5 0.8
Arm fat-free mass (left) 0.3 1.6 5.0 0.2 -2.2 -1.1 -0.3 -2.1 0.0 0.7
Number of operations (self-reported) 0.6 0.9 3.9 -2.0 0.6 1.0 -0.5 0.1 -0.8 0.6
Average weekly beer plus cider intake 1.7 2.5 5.0 -0.9 -2.2 -1.7 -1.3 -0.9 -2.2 1.3
Irritability 0.7 1.2 2.7 0.3 -1.6 -1.0 -1.4 -0.5 -1.4 0.3
Risk taking 1.1 1.6 3.7 0.1 1.7 1.8 0.5 0.8 0.9 -1.9
Ever had prostate specific antigen (PSA) test 0.9 1.0 2.1 -0.5 1.4 0.3 1.4 -0.7 1.2 -0.6
Fractured/broken bones in last 5 years 2.0 2.6 6.6 -1.9 -0.0 -1.4 -1.5 -2.6 -1.9 -0.2
Age started oral contraceptive pill 0.8 1.0 3.3 -1.8 -0.2 -0.2 0.1 -1.7 -0.4 0.5
Diastolic blood pressure, automated reading 1.2 3.6 6.8 1.2 0.1 1.6 2.6 1.2 2.6 2.6
Ever depressed for a whole week 0.9 1.1 5.6 -0.4 -0.4 -1.3 0.3 -2.4 -0.0 0.2
Unable to work because of sickness or disability 0.4 0.5 1.1 -0.7 0.8 -0.6 0.1 1.0 -1.0 0.6
Commuting to job workplace: Cycle 0.9 1.1 4.7 0.6 0.2 2.2 0.6 1.1 0.9 -0.3
Myopia 2.3 3.3 7.4 -0.1 -1.2 -2.2 -2.5 -0.2 -2.7 -1.8
Vascular/heart problems diagnosed by doctor 0.3 0.8 3.4 -0.1 -1.8 -0.0 -1.3 -0.7 -0.2 0.1
Cholesterol lowering medication 0.5 0.8 1.9 -1.2 -0.7 -0.8 0.3 -0.6 -1.4 0.7
Medication: Omeprazole (e.g. Zanprol) 0.3 0.4 0.7 0.7 0.8 0.4 0.9 0.6 0.2 -0.4
Pain experienced in last month 0.6 0.9 2.2 0.6 -0.7 -1.2 -1.3 -0.3 -1.5 -0.5
Supplements: Calcium 0.3 0.4 1.2 -1.1 -0.1 0.9 -0.4 0.4 -0.1 -0.4
Basal cell carcinoma (self-reported) 0.3 0.3 1.1 -0.8 0.7 -0.2 -1.0 0.2 0.5 0.0
Heart attack/myocardial infarction (self-reported) 0.9 1.1 4.6 -0.1 -0.8 -0.2 -2.1 0.2 -1.6 0.2
Deep venous thrombosis (DVT) (self-reported) 0.7 0.9 2.3 -1.3 0.9 -0.4 -0.5 -0.9 -0.3 -1.5
Heart disease (siblings) 0.2 0.2 0.4 0.5 -0.6 0.1 -0.4 0.5 0.0 0.6
Alcohol drinker status: Previous 1.1 1.3 3.1 -1.8 0.6 -1.5 -0.7 -1.1 -1.1 0.4
Pack years of smoking 0.5 0.7 2.0 0.5 1.4 0.3 1.4 0.8 0.5 -0.3
Impedance of whole body 0.4 1.8 8.3 -1.1 2.9 1.1 0.4 0.5 0.9 -0.8
Leg fat mass (left) 0.4 1.6 4.3 2.1 -1.0 1.4 0.8 0.9 1.6 0.5
Arm predicted mass (left) 0.3 1.3 3.8 0.3 -1.9 -0.8 -0.0 -2.0 0.3 0.6