Hub : Genes

GDPD5

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 Nerve Tibial 0.1485 0.0471 3.0e-05 0.076 NA 0.098 NA 0.098 5.0e-06 NA 2.1e-07 NA 2.0e-07
2 GTEx Skin Sun Exposed Lower leg 0.0920 0.0350 7.8e-04 0.053 NA 0.019 NA 0.060 3.2e-05 NA 9.5e-03 NA 1.0e-05
3 METSIM Adipose 0.0636 0.0216 2.3e-05 0.013 0.032 0.051 0.038 0.042 3.8e-03 1.1e-05 3.8e-08 2.0e-06 5.8e-07
4 NTR Blood 0.0408 0.0122 3.3e-06 0.020 0.021 0.022 0.023 0.020 4.5e-07 1.2e-07 9.6e-08 4.4e-08 2.5e-07
5 ROSMAP Brain Pre-frontal Cortex 0.0359 0.0179 1.7e-02 0.002 0.003 0.001 0.002 -0.001 1.6e-01 1.1e-01 2.0e-01 1.4e-01 3.9e-01
6 YFS Blood 0.4844 0.0410 0.0e+00 0.304 0.306 0.338 0.334 0.337 2.1e-101 1.5e-102 3.1e-115 9.4e-114 4.4e-115
7 TCGA Kidney Renal Clear Cell Carcinoma 0.0249 0.0135 1.6e-03 0.031 0.027 0.029 NA 0.029 1.8e-04 4.8e-04 3.0e-04 NA 2.7e-04

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6 7
Bipolar Disorder (2018) 0.4 0.6 1.0 -0.9 0.3 -0.1 -0.9 0.9 -0.6 1.0
Bipolar Disorder or Schizophrenia 0.5 1.2 2.4 -1.5 -0.2 0.2 -1.0 1.2 -1.2 1.6
Depressed Affect (Nagel 2018) 0.1 0.3 0.8 0.2 -0.4 -0.4 0.9 -0.4 0.6 0.4
Depression (Nagel 2018) 0.4 0.6 1.0 0.6 0.9 -0.3 1.0 -0.9 0.8 -0.7
Intelligence (Savage-Jansen 2018) 0.9 2.9 5.0 1.9 1.9 1.9 2.2 -0.5 1.8 -1.1
Neuroticism (Nagel 2018) 0.1 0.2 0.4 -0.6 -0.3 -0.6 -0.5 -0.6 -0.3 0.4
Schizophrenia (2018) 0.4 0.8 1.4 -1.2 -0.5 0.4 -0.6 0.8 -1.1 1.2
Schizophrenia vs Biploar Disorder 0.2 0.3 0.7 0.8 0.2 -0.8 0.2 0.2 0.5 -0.3
Worry (Nagel 2018) 0.2 0.4 2.4 -0.3 0.1 -1.5 -0.7 -0.1 -0.1 -0.2
Alzheimer’s Disease (in mother) 0.8 0.9 2.4 -1.0 -0.7 -1.6 -0.8 -0.2 -0.5 1.2
Alzheimer’s Disease (in father) 0.3 0.4 0.6 0.5 0.7 0.7 0.7 0.1 0.5 -0.7
Alzheimer’s Disease (including proxy) 0.1 0.1 0.6 -0.0 -0.2 -0.5 0.8 -0.1 0.1 0.1
Crohns Disease (2017) 0.3 0.6 2.0 -0.0 1.2 -0.3 -0.4 -1.4 0.5 0.8
Irritable Bowel Disease (IBD) 0.2 0.4 1.2 -0.7 0.3 -0.7 -1.1 -0.0 -0.9 0.1
Ulcerative Colitis (UC) 0.4 0.7 1.4 -0.7 -0.3 -0.9 -1.0 0.8 -1.2 -0.6
Major Depression (MDD) 0.6 0.7 1.6 -0.2 -1.3 -0.9 0.2 -0.5 -1.0 -1.0
Reaction Time 0.9 1.7 3.0 0.9 0.5 1.7 1.5 1.3 1.5 -1.2
Verbal and Numeric Reasoning (VNR) 0.2 0.5 1.8 0.5 1.4 0.8 0.2 0.2 0.9 -0.2
Breast Cancer 0.4 1.1 4.8 -0.1 -1.0 0.5 1.1 2.2 0.3 0.1
Ovarian Cancer 0.2 0.2 0.5 0.0 0.6 0.5 -0.2 -0.1 0.5 0.7
Prostate Cancer 0.4 0.6 2.1 0.6 -0.0 -0.8 0.2 1.4 1.1 -0.2
Age at First Birth 5.8 8.5 12.8 3.2 2.3 2.9 3.3 -0.8 3.3 -3.6
Bipolar Disorder (2011) 0.2 0.2 1.2 -0.0 0.2 1.1 0.1 0.4 0.2 -0.2
Body Mass Index (BMI) (2010) 0.5 0.7 1.7 -0.9 -1.3 -0.0 -0.4 1.0 -0.0 0.9
Coronary Artery Disease (CAD) 1.6 1.9 3.9 1.6 1.0 1.1 1.4 -2.0 1.0 -1.3
Crohns Disease (2012) 0.8 1.3 2.6 1.1 1.6 0.6 0.9 -1.6 1.3 0.0
Mean Putamen Volume 1.7 2.0 3.1 1.7 1.7 0.7 1.1 -1.8 1.3 -1.2
Fasting Glucose 2.6 3.1 7.8 -2.1 -1.8 -1.4 -0.3 2.8 -0.7 2.0
HbA1C 0.9 1.0 3.2 -1.1 -0.7 0.6 0.1 0.8 0.9 1.8
HDL Cholesterol 0.7 1.2 3.0 -1.2 -1.1 0.4 -1.7 -0.5 -1.1 0.9
LDL Cholesterol 0.2 0.3 1.2 0.7 1.1 0.2 0.4 -0.2 0.7 -0.1
Lupus 1.2 1.8 4.4 1.3 1.8 0.4 0.2 -2.1 1.0 -1.5
Neuroticism (2016) 0.3 0.4 1.3 -0.4 -1.1 -0.4 -0.8 -0.6 -0.4 -0.7
Primary Biliary Cirrhosis 1.5 2.1 4.1 1.8 1.7 -0.0 2.0 -0.2 1.4 -1.6
Rheumatoid Arthritis 0.8 1.1 6.4 0.0 -0.0 2.5 -0.3 0.4 1.1 0.1
Schizophrenia (2014) 0.3 0.7 1.5 -1.2 -0.5 0.5 -0.6 0.8 -0.9 1.1
Triglycerides 0.2 0.3 0.8 0.3 0.7 0.3 -0.9 -0.5 -0.1 -0.3
Type 2 Diabetes (T2D) (2012) 0.2 0.2 0.8 -0.4 -0.4 -0.9 0.2 -0.3 0.2 0.3
Ulcerative Colitis 0.6 0.8 2.7 -0.4 -0.2 -1.2 -0.2 1.6 -1.1 -0.6
Blood Eosinophil Count 0.1 0.7 1.2 -0.9 -1.1 -0.7 -1.0 0.6 -1.1 0.3
Blood Platelet Count 0.0 0.4 1.0 0.2 0.3 1.0 -0.6 -0.9 0.6 -0.3
Blood Red Count 0.5 4.5 9.6 -1.9 -2.1 -2.5 -1.0 3.1 -1.8 1.9
Blood White Count 0.2 1.1 4.3 -0.1 0.9 2.1 0.7 0.5 1.4 0.5
Heel T-Score 0.9 7.3 10.4 -2.9 -3.2 -2.7 -1.5 2.3 -3.1 2.9
BMI 0.2 1.1 2.1 1.4 1.2 -0.2 1.5 -0.1 0.9 -1.2
Height 0.5 8.7 26.6 1.0 2.0 0.5 -4.7 -5.2 -0.5 -2.5
Waist Hip Ratio (WHR) 0.2 0.8 3.8 0.2 -0.7 0.5 0.7 0.4 -0.8 -1.9
Systolic Blood Pressure 0.4 2.1 8.2 1.8 0.8 -0.1 1.6 -0.5 -0.2 -2.9
Smoking Status 0.5 1.2 2.4 1.3 0.7 0.4 1.4 -1.6 1.1 -0.9
Allergy or Eczema 0.5 1.3 3.1 0.7 1.7 -1.6 -0.3 -1.3 0.4 -1.0
Cardiovascular Disease 0.2 0.8 2.9 0.6 -0.2 1.1 1.7 0.3 0.1 -1.0
Hypothyroidism (self reported) 0.1 0.2 0.9 0.5 0.0 -0.4 0.1 -1.0 -0.3 -0.5
Respiratory disease 0.3 0.7 1.4 1.1 0.9 0.4 0.8 -0.9 0.2 -1.2
Type 2 Diabetes (T2D) (2018) 0.5 0.8 2.9 -0.4 -1.7 -1.3 0.1 0.8 -0.5 0.5
Lung FEV1/FVC ratio 1.0 5.2 15.8 2.2 2.3 0.9 1.2 -4.0 1.7 -2.3
Lung FVC 0.5 2.5 6.8 -1.0 -1.1 -2.1 1.0 1.7 0.8 2.6
Neuroticism 0.0 0.1 0.3 -0.6 -0.1 -0.1 -0.4 -0.3 -0.1 0.5
Chronotype (morning person) 0.5 1.3 4.8 0.7 1.0 1.1 1.1 -0.0 2.2 -0.0
Hair Pigment 0.0 0.9 2.7 0.7 0.4 0.4 0.6 1.5 -0.0 -1.6
Tanning 0.0 0.3 1.5 -0.5 -0.1 0.3 -0.0 -0.6 0.4 1.2
Hand grip strength (left) 0.2 0.6 1.9 0.4 1.4 0.5 -0.9 -0.4 0.2 -0.8
Number of treatments/medications taken 0.6 1.0 2.7 1.3 0.9 -0.9 0.8 0.4 0.5 -1.7
Average weekly spirits intake 0.8 1.0 1.9 0.7 0.6 1.4 1.2 -0.9 0.8 -1.1
Sensitivity / hurt feelings 0.8 1.3 2.6 -1.4 -1.6 -1.1 -1.1 0.9 -0.9 0.7
Frequency of depressed mood in last 2 weeks 0.1 0.2 0.5 -0.5 0.0 -0.1 -0.3 0.3 -0.7 -0.4
Hearing difficulty/problems: Yes 2.6 4.0 7.0 -1.8 -2.6 -2.2 -2.3 0.7 -2.4 1.0
Relative age of first facial hair 0.4 0.8 2.7 -0.2 -0.6 -1.0 -1.6 -0.8 -0.8 -0.3
Other serious medical condition/disability diagnosed by doctor 0.2 0.3 0.7 -0.2 -0.5 0.5 -0.7 0.8 -0.7 -0.2
Ever used hormone-replacement therapy (HRT) 1.0 1.3 2.6 -1.1 -1.6 -1.3 -0.2 0.9 -1.1 1.4
Ever had hysterectomy (womb removed) 0.7 0.8 2.6 -1.1 -1.6 0.1 -0.5 0.5 -0.8 1.0
Systolic blood pressure, automated reading 0.2 0.5 1.7 -0.3 -0.6 -1.3 -0.1 0.5 -1.0 -0.6
Eye problems/disorders: Diabetes related eye disease 0.5 0.5 2.7 -0.2 -0.7 -1.6 -0.0 -0.4 -0.4 0.3
Angina 1.3 1.7 5.7 1.2 0.5 -2.4 0.3 -1.2 -0.1 -1.8
Medication for hormone replacement therapy 0.1 0.1 0.4 0.4 0.7 -0.4 0.3 0.4 -0.0 -0.2
Vitamin and mineral supplements 0.7 0.9 4.6 0.1 -0.3 -0.7 -0.3 -2.1 0.3 1.1
Supplements: Zinc 0.4 0.4 1.4 -0.2 -0.4 -0.8 0.2 1.2 -0.5 0.4
Medication: Co-codamol 0.2 0.2 0.7 0.1 -0.6 -0.8 -0.3 -0.3 -0.1 -0.6
Medication: Metformin 0.2 0.3 1.0 -0.2 -1.0 -0.6 0.7 0.2 -0.1 0.5
Diabetes (father) 0.7 0.9 1.8 1.3 0.4 1.1 0.8 -0.9 1.1 -0.6
Diabetes (mother) 0.5 0.6 2.6 -1.1 -0.8 0.2 -0.1 0.2 0.2 1.6
Severe depression (siblings) 1.0 1.1 4.3 -0.6 -1.2 -0.7 -0.4 2.1 -0.8 0.1
Pack years adult smoking proportion 1.1 1.7 3.8 1.5 0.9 0.2 1.9 -1.0 0.3 -2.0
Impedance of leg (right) 0.1 0.7 2.8 -0.6 -0.9 0.5 -1.7 -0.1 -0.8 0.4
Leg fat-free mass (left) 0.2 1.2 2.6 1.4 1.6 0.4 0.2 -1.2 0.4 -1.5
Trunk fat percentage 0.3 1.1 3.3 0.8 0.2 0.3 -1.2 -1.2 -0.8 -1.8
Hand grip strength (right) 0.4 1.2 3.2 0.6 0.5 0.3 -1.4 -1.8 -0.6 -1.3
Townsend deprivation index at recruitment 0.1 0.2 0.4 -0.5 0.3 0.1 0.3 -0.4 0.6 0.4
Current tobacco smoking 0.4 0.6 2.3 0.3 0.9 0.0 1.5 -0.8 0.4 -0.3
Average weekly fortified wine intake 1.0 1.2 2.6 -0.0 -1.5 -1.4 -0.1 -0.3 -1.6 -1.1
Maternal smoking around birth 0.1 0.1 0.4 -0.2 -0.4 0.0 0.2 -0.2 0.5 0.7
Fed-up feelings 0.4 0.8 3.8 0.4 -0.4 0.1 1.9 -0.3 1.0 0.2
Frequency of unenthusiasm / disinterest in last 2 weeks 0.4 0.5 2.8 -0.1 0.1 -0.5 0.3 -1.7 0.2 -0.3
Relative age voice broke 0.6 1.0 2.5 0.9 0.7 1.4 0.1 -0.5 0.9 -1.6
Taking other prescription medications 0.5 0.7 2.4 0.6 0.1 -1.3 -0.3 0.3 -0.3 -1.5
Age when periods started (menarche) 0.3 0.7 1.8 0.4 0.4 -1.3 -0.9 -1.2 -0.4 -0.6
Bilateral oophorectomy (both ovaries removed) 2.6 3.0 6.4 -1.3 -1.8 -2.5 -1.8 -0.6 -1.8 1.6
Heel bone mineral density (BMD) T-score, automated (left) 2.2 5.0 15.5 -2.6 -1.5 -2.1 -0.4 1.5 -1.7 3.9
Tinnitus: Yes, but not now, but have in the past 0.4 0.4 0.9 -0.0 0.5 0.8 1.0 0.6 0.8 -0.1
Qualifications: CSEs or equivalent 0.2 0.3 1.4 0.5 1.2 -0.3 0.2 -0.4 0.2 -0.5
Serious illness, injury or assault to yourself 0.7 0.8 2.1 1.0 0.7 -0.9 0.1 -1.1 0.0 -1.4
High blood pressure 0.1 0.4 1.0 -0.3 -0.4 0.6 1.0 0.6 -0.5 -0.5
Hayfever, allergic rhinitis or eczema 0.2 0.4 2.0 0.4 0.8 -1.4 -0.1 -0.3 -0.1 -0.4
Multivitamins +/- minerals 1.3 1.6 4.8 0.8 0.7 1.3 0.9 2.2 0.2 -1.7
Stomach or abdominal pain in last month 2.3 2.9 4.5 -2.1 -2.1 -2.1 -1.4 0.5 -2.0 1.0
Supplements: Glucosamine 0.3 0.4 1.0 -0.7 -0.4 -0.6 -0.1 0.6 -0.4 1.0
Diverticular disease/diverticulitis (self-reported) 0.7 0.8 2.9 0.6 0.9 -0.3 0.4 -1.7 0.4 -1.1
Medication: Atenolol 1.6 2.1 5.3 1.4 2.0 -0.6 0.7 -1.1 1.0 -2.3
Medication: Levothyroxine sodium 0.4 0.6 1.7 -0.4 -0.6 -1.0 -1.0 -0.3 -1.3 0.1
Sitting height 0.3 2.2 5.8 1.0 2.3 1.0 -1.3 -2.4 0.1 -0.9
Chronic bronchitis/emphysema (father) 4.1 4.8 10.5 -2.3 -2.1 -2.1 -2.4 0.4 -3.2 1.8
High blood pressure (mother) 2.3 3.3 9.7 1.3 1.6 3.1 2.3 0.0 0.6 -1.8
Body mass index (BMI) 0.3 1.1 2.4 1.1 1.0 0.1 1.6 -0.1 1.1 -1.2
Impedance of leg (left) 0.1 0.7 2.6 -0.5 -0.9 0.4 -1.6 -0.0 -0.9 0.0
Leg predicted mass (left) 0.2 1.2 2.5 1.4 1.6 0.5 0.2 -1.2 0.4 -1.5
Trunk fat mass 0.3 1.4 4.2 1.2 1.0 0.6 -0.7 -1.4 -0.1 -2.1
Waist circumference 0.5 1.8 5.8 1.6 1.1 0.7 1.2 -0.3 0.9 -2.4
Number of incorrect matches in round 0.7 1.1 4.9 -0.7 -1.3 0.2 0.4 2.2 0.5 0.3
Past tobacco smoking 0.2 0.3 1.0 -0.6 -0.2 0.1 0.1 0.3 -0.7 1.0
Alcohol usually taken with meals 0.6 1.0 3.8 -0.6 -0.2 -0.4 -1.1 2.0 -0.8 0.6
Nervous feelings 0.5 1.0 1.9 -1.2 -0.5 -1.2 -0.9 1.0 -1.4 0.3
Frequency of tenseness / restlessness in last 2 weeks 1.2 1.9 3.4 -1.3 -1.8 -1.8 -1.1 1.3 -1.0 1.0
Hearing difficulty/problems with background noise 2.1 3.4 7.0 -1.5 -2.0 -1.8 -2.2 1.5 -2.6 -0.6
Hair/balding pattern: Pattern 2 0.1 0.1 0.2 -0.4 -0.4 0.3 -0.1 0.3 0.1 0.1
Had menopause 0.2 0.3 0.8 -0.3 -0.9 -0.8 -0.2 -0.0 -0.4 0.3
Had other major operations 0.3 0.4 1.2 -0.0 0.8 -0.6 -1.1 -0.8 0.2 -0.2
Forced vital capacity (FVC) 0.2 0.7 1.5 0.8 1.2 1.2 -0.1 -0.2 1.2 0.1
Heel bone mineral density (BMD) T-score, automated (right) 4.2 9.6 22.0 -3.5 -2.9 -2.6 -1.6 3.0 -2.4 4.7
Ever unenthusiastic/disinterested for a whole week 0.9 1.1 3.6 -1.0 -1.9 -0.5 0.2 1.0 -1.2 0.7
Qualifications: None of the above 0.7 1.5 6.2 -0.5 0.8 1.2 -0.2 -2.5 1.2 0.5
Financial difficulties in last 2 years 0.6 0.9 1.5 1.0 1.2 1.2 0.6 0.0 1.2 -0.6
Mouth/teeth dental problems 1.6 2.5 6.4 -1.6 -1.4 -0.9 -0.9 2.5 -0.3 2.1
Heart attack 2.5 3.2 11.0 2.1 1.4 0.9 1.6 -1.2 0.3 -3.3
Allergy 0.3 0.6 1.9 -0.6 -0.4 1.1 0.5 0.5 0.4 1.4
Pain all over the body in last month 0.3 0.4 1.2 0.0 -1.1 -1.0 -0.5 0.3 -0.3 0.1
Diabetes (self-reported) 0.2 0.3 0.7 0.5 -0.8 -0.7 0.8 0.2 0.4 0.3
Hayfever/allergic rhinitis (self-reported) 0.4 0.5 1.2 -0.4 -0.7 -1.1 -0.1 0.1 -1.1 -0.6
Medication: Ramipril 1.6 2.1 2.9 1.7 1.4 1.5 1.5 -1.6 1.3 -1.0
Medication: Simvastatin 0.2 0.2 0.9 -0.3 -0.2 -0.6 -1.0 -0.3 0.1 -0.3
Fluid intelligence score 0.6 1.2 3.8 1.2 2.0 1.2 0.6 -0.2 0.9 -0.8
Illnesses of siblings 0.4 0.5 1.8 0.4 0.9 -1.3 -0.5 0.1 0.4 0.6
Neuroticism score 0.4 0.7 1.6 -1.2 -1.2 -0.8 -0.6 0.2 -0.8 0.8
Weight 0.4 1.9 4.2 1.6 1.7 0.7 0.2 -1.4 0.9 -2.0
Impedance of arm (right) 0.4 1.8 7.0 -0.6 -1.2 0.5 -2.6 -0.6 -1.8 0.2
Arm fat percentage (right) 0.0 0.2 0.8 0.5 0.2 0.3 0.1 0.2 0.2 -0.9
Trunk fat-free mass 0.4 2.5 5.9 1.8 2.4 1.0 1.2 -0.8 2.0 -1.4
Hip circumference 1.0 4.4 7.0 2.6 2.6 1.6 1.1 -1.0 2.2 -2.7
Time employed in main current job 0.4 0.5 1.6 -0.4 -0.3 0.7 -0.2 -1.3 -1.0 -0.2
Alcohol intake versus 10 years previously 0.2 0.2 0.7 -0.2 -0.7 -0.1 0.1 -0.8 0.1 0.7
Father’s age at death 0.4 0.6 1.5 -0.8 1.0 1.2 -0.6 0.7 -0.1 0.5
Worrier / anxious feelings 0.5 1.0 2.2 -0.9 -1.5 -1.1 -0.8 0.5 -1.3 0.6
Frequency of tiredness / lethargy in last 2 weeks 0.7 1.1 2.0 -1.3 -0.6 -0.8 -0.7 -1.3 -0.9 1.4
Falls in the last year 0.3 0.4 1.1 0.3 -1.1 -0.2 0.7 -0.7 0.2 -0.4
Hair/balding pattern: Pattern 3 0.2 0.3 0.8 -0.6 -0.0 -0.4 -0.9 0.4 -0.9 0.4
Number of live births 0.3 0.4 1.0 -0.5 -0.9 0.8 -1.0 -0.4 -0.4 -0.2
Forced expiratory volume in 1-second (FEV1) 0.4 1.4 2.9 1.2 1.6 1.2 0.2 -1.2 1.7 -0.1
Pulse rate 0.3 0.5 1.3 -0.8 -0.8 -0.6 -1.1 -0.0 -0.6 0.3
Happiness 0.4 0.4 1.5 0.5 1.1 0.1 0.2 0.2 -0.0 -1.2
Noisy workplace 0.9 1.1 3.0 -1.5 -1.4 -0.1 0.3 1.7 -0.4 0.4
Qualifications: A levels/AS levels or equivalent 0.7 1.5 6.3 1.4 2.5 0.2 0.5 0.6 0.7 -1.1
Serious illness, injury or assault of a close relative in last 2 years 0.8 0.9 2.2 1.0 0.5 1.1 1.2 -0.3 -0.3 -1.5
Mouth/teeth dental problems: Dentures 3.1 5.3 9.3 1.8 2.5 3.0 2.4 -1.8 2.2 -2.1
Asthma 1.6 3.2 6.4 2.1 1.8 0.4 1.5 -2.4 0.8 -2.5
Medication: Ibuprofen (e.g. Nurofen) 0.8 1.0 3.4 0.2 -0.5 1.0 -0.9 1.8 -0.7 -0.9
Medication: Cholesterol lowering 0.3 0.5 1.7 0.6 0.0 -1.3 -0.1 -0.5 0.5 -0.8
Depression (self-reported) 1.7 2.0 3.5 -1.8 -1.1 -1.0 -1.9 1.6 -1.1 1.1
Medication: Lansoprazole 0.2 0.3 0.8 -0.3 -0.0 -0.2 -0.7 -0.3 -0.9 -0.6
Prospective memory result 1.4 1.7 5.7 -1.0 -1.7 -1.0 -0.2 2.4 0.1 1.0
Lung cancer (father) 1.0 1.1 2.7 -1.6 -0.7 -0.4 -1.4 0.3 -0.1 1.6
Illnesses of mother 2.0 2.4 6.1 -1.8 -1.2 -1.1 -2.5 0.3 -1.6 1.6
Forced expiratory volume in 1-second (FEV1), Best measure 0.6 2.0 4.3 1.5 1.9 1.7 0.8 -0.6 2.1 -0.5
Pulse wave Arterial Stiffness index 0.3 0.3 0.8 0.3 0.6 -0.7 0.5 -0.1 0.9 0.4
Impedance of arm (left) 0.6 2.7 10.1 -0.9 -1.2 0.5 -3.2 -1.0 -2.3 0.3
Arm fat mass (right) 0.2 0.7 2.2 1.0 1.0 0.4 0.4 -0.5 0.5 -1.5
Trunk predicted mass 0.5 2.6 6.1 1.8 2.5 1.0 1.2 -0.8 2.0 -1.4
Standing height 0.4 3.7 8.4 1.2 1.9 1.3 -2.7 -2.9 -0.3 -1.7
Length of working week for main job 0.3 0.3 0.7 0.7 0.4 0.7 0.1 0.8 0.7 -0.1
Exposure to tobacco smoke at home 0.3 0.3 1.1 -0.6 -0.6 1.0 -0.6 -0.2 0.5 0.0
Breastfed as a baby 0.6 0.7 1.5 0.7 0.1 -0.7 1.0 1.2 0.5 -1.2
Tense / ‘highly strung’ 0.4 0.7 4.5 0.1 0.4 -2.1 -0.1 -0.2 0.3 0.1
Seen doctor (GP) for nerves, anxiety, tension or depression 0.9 1.4 3.9 -1.4 -2.0 -0.4 -0.5 1.5 -0.9 0.7
Hair/balding pattern: Pattern 4 0.1 0.2 0.5 0.3 0.1 -0.3 0.7 -0.3 0.5 -0.6
Birth weight of first child 1.6 2.9 11.1 -1.4 -0.7 -0.8 -3.3 -0.8 -1.6 1.7
Peak expiratory flow (PEF) 0.7 1.7 4.0 1.2 1.9 0.5 0.9 -1.2 2.0 0.3
Pulse wave reflection index 0.1 0.2 0.4 0.0 -0.3 -0.2 0.6 0.6 0.5 0.4
Ever highly irritable/argumentative for 2 days 0.2 0.3 0.7 -0.3 -0.3 -0.3 -0.8 -0.0 -0.8 -0.5
Loud music exposure frequency 0.6 0.6 1.4 -0.4 0.7 0.3 0.6 1.1 0.7 1.2
Qualifications: O levels/GCSEs or equivalent 0.3 0.5 1.8 0.0 0.2 1.2 0.4 1.4 -0.1 0.2
Mouth/teeth dental problems: Bleeding gums 1.3 1.7 4.1 1.5 1.0 0.0 0.7 -2.0 0.1 -1.9
Blood clot in the leg (DVT) 0.4 0.5 0.9 0.1 -0.9 -0.9 -0.2 -0.9 -0.0 -0.9
Medication: Paracetamol 0.3 0.5 1.4 -0.2 -0.8 1.2 0.4 1.1 -0.5 0.3
Headache pain in last month 2.8 4.8 12.1 -2.5 -2.4 -1.2 -2.0 1.0 -3.5 1.6
Medication for cholesterol, blood pressure or diabetes 0.2 0.3 0.8 -0.6 0.0 0.5 -0.5 0.1 -0.4 0.9
Glaucoma (self-reported) 0.8 1.0 2.1 0.9 1.5 -1.1 0.4 -1.3 1.0 -0.1
Gout (self-reported) 0.6 0.9 4.4 -0.1 -0.4 -2.1 0.0 1.1 -0.4 0.4
Hypothyroidism/myxoedema (self-reported) 0.2 0.3 1.0 0.3 0.1 -0.7 -0.7 -1.0 -0.5 -0.2
Medication: Amlodipine 0.6 0.8 2.2 1.0 0.7 -0.6 0.6 -1.0 -0.6 -1.5
Medication: Ventolin 100micrograms inhaler 0.6 0.7 3.7 0.4 0.5 0.9 1.9 0.1 0.5 -0.2
Birth weight 0.8 1.8 5.2 -0.9 -0.2 -0.6 -2.3 -1.9 -1.4 -0.9
Chronic bronchitis/emphysema (mother) 0.6 0.7 1.8 -0.0 0.6 -0.2 -0.2 -1.3 1.1 1.3
High blood pressure (siblings) 0.7 1.0 4.6 0.3 -0.3 2.2 1.0 0.5 0.3 -0.8
Forced vital capacity (FVC), Best measure 0.3 1.2 2.7 1.0 1.3 1.6 0.6 -0.0 1.6 -0.0
Body fat percentage 0.2 0.6 2.9 0.7 0.3 0.1 -0.6 -0.7 -0.3 -1.7
Leg fat percentage (right) 0.2 0.7 2.2 1.1 0.6 -0.0 0.5 -0.4 0.7 -1.5
Arm fat-free mass (right) 0.3 1.6 4.3 1.4 2.1 0.9 0.5 -1.0 1.1 -1.3
Exposure to tobacco smoke outside home 0.8 1.1 3.5 -0.7 -1.4 -1.1 -0.7 0.4 -1.9 -0.1
Comparative body size at age 10 0.2 0.7 2.0 -0.6 -0.1 0.2 0.5 1.4 0.6 1.3
Number of full brothers 0.2 0.2 0.6 -0.6 -0.8 0.4 -0.4 -0.4 -0.0 -0.1
Worry too long after embarrassment 0.9 1.5 4.3 -1.4 -0.9 -0.9 -2.1 0.0 -0.8 1.4
Seen a psychiatrist for nerves, anxiety, tension or depression 2.7 3.4 7.8 -2.0 -2.0 -1.3 -1.4 2.8 -1.1 1.8
Wheeze or whistling in the chest in last year 0.6 1.1 3.5 -1.3 -1.9 -0.5 -0.6 0.9 -0.9 0.8
Number of children fathered 1.0 1.1 4.4 -1.2 -2.1 0.1 -0.2 -0.3 -1.1 0.7
Reason for reducing amount of alcohol drunk: Health precaution 0.5 0.6 2.1 0.5 0.4 1.4 0.6 0.4 1.1 -0.1
Age at first live birth 1.1 2.0 5.3 1.6 2.3 0.4 1.5 -0.8 1.5 -0.8
Pulse wave peak to peak time 0.2 0.3 0.9 0.0 -0.2 0.9 -0.4 -0.1 -0.6 -0.8
Health satisfaction 0.4 0.5 2.4 -0.8 -0.1 0.8 -0.3 -0.2 -1.5 -0.1
Shortness of breath walking on level ground 0.3 0.4 0.8 -0.9 -0.5 0.7 -0.3 0.8 -0.2 0.7
Qualifications: College or University degree 0.2 0.5 1.8 -0.1 -0.3 -1.3 -0.2 1.2 -0.3 0.6
Eye problems/disorders: None of the above 0.3 0.4 0.7 0.5 -0.7 0.7 0.5 -0.8 -0.7 -0.2
Mouth/teeth dental problems: Loose teeth 0.3 0.3 1.0 0.1 0.6 0.5 0.4 -1.0 -0.4 -0.5
Emphysema/chronic bronchitis 1.0 1.1 2.0 -1.3 -1.2 -0.1 -1.2 -0.4 -1.1 1.4
Medication for pain relief, constipation, heartburn 0.5 0.9 4.1 -0.8 0.3 -0.3 -0.8 -2.0 -0.2 0.7
Neck or shoulder pain in last month 0.9 1.3 2.2 -1.5 -1.3 -0.1 -0.3 1.3 -1.4 1.3
Medication: Blood pressure 0.1 0.1 0.2 0.1 -0.5 -0.5 0.4 0.2 -0.1 -0.2
Angina (self-reported) 1.1 1.5 4.0 1.2 0.6 -2.0 0.4 -1.2 0.1 -1.7
Migraine (self-reported) 0.8 1.0 2.2 0.9 0.5 1.2 0.9 1.5 0.5 -1.2
Medication: Ibuprofen 0.9 1.1 3.5 0.7 -0.1 1.6 0.2 1.9 0.1 -1.0
Medication: Allopurinol 0.3 0.3 0.9 0.5 0.5 -1.0 0.4 0.8 0.4 -0.1
Medication: Omeprazole 0.4 0.5 1.5 -0.4 -1.2 -0.6 -0.0 0.8 -0.8 -0.5
Medication: Seretide 50 evohaler 0.2 0.2 0.6 -0.6 0.2 0.2 -0.1 0.6 0.2 0.8
Mean time to correctly identify matches 0.3 0.5 1.8 -0.2 -0.6 0.8 0.7 1.3 0.3 -0.5
Heart disease (mother) 1.9 2.4 4.5 2.0 0.9 1.4 2.1 -0.1 1.5 -1.7
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.6 0.7 2.0 1.0 1.4 0.1 0.1 -0.8 1.1 -0.2
Whole body fat mass 0.2 1.0 3.5 1.0 1.0 0.3 -0.4 -1.0 0.2 -1.9
Leg fat mass (right) 0.2 0.7 2.2 1.0 0.9 0.1 0.3 -0.5 0.5 -1.5
Arm predicted mass (right) 0.4 2.3 5.7 1.7 2.4 1.0 0.8 -1.2 1.4 -1.5
Pulse rate, automated reading 0.4 1.3 3.0 -1.7 -1.2 0.2 -0.9 1.0 -0.3 1.6
Alcohol intake frequency. 0.1 0.3 1.5 -0.1 0.2 0.2 0.4 -1.2 0.0 -0.5
Comparative height size at age 10 0.2 1.3 4.7 -0.6 0.0 0.3 -2.2 -1.8 -0.9 0.1
Number of full sisters 0.2 0.2 0.7 0.2 0.2 0.1 -0.8 -0.3 0.4 0.5
Suffer from ‘nerves’ 1.1 1.7 4.0 -1.5 -0.9 -2.0 -1.3 0.4 -1.3 0.9
Overall health rating 0.1 0.2 0.4 -0.6 -0.0 0.5 0.4 -0.1 -0.3 0.5
Chest pain or discomfort 2.5 3.7 6.2 -2.3 -2.5 -2.0 -1.4 -0.4 -2.3 1.6
Had major operations 0.4 0.5 0.8 -0.6 -0.2 -0.5 -0.8 0.6 -0.8 0.9
Age at last live birth 0.7 1.1 3.7 1.0 1.9 0.4 1.2 -0.2 1.0 -0.3
Family relationship satisfaction 0.7 0.9 2.6 0.7 1.6 -0.3 0.7 -0.5 1.4 -0.2
Leg pain on walking 2.8 3.5 6.8 -2.6 -2.4 -0.7 -1.6 0.8 -1.2 2.6
Qualifications: NVQ or HND or HNC or equivalent 0.7 0.8 1.9 -0.5 -1.2 -1.3 -0.3 0.3 -1.4 -0.1
Commuting to job workplace: Car/motor vehicle 0.4 0.5 1.1 0.6 0.3 -1.0 0.6 -0.9 0.3 0.8
Illness, injury, bereavement, stress in last 2 years 1.3 1.6 5.8 -1.8 -0.5 -0.3 -1.2 0.4 -0.8 2.4
Medication: Aspirin 0.5 0.6 2.2 0.7 0.5 -1.5 0.9 0.5 0.7 -0.2
Supplements: Vitamin C 0.3 0.3 1.0 -0.6 -0.6 -0.2 -0.1 1.0 -0.4 0.6
Knee pain experienced in last month 0.3 0.5 1.5 -0.4 -0.5 -1.2 0.1 0.8 -0.7 0.5
Hypertension (Self-reported) 0.1 0.4 0.7 -0.7 -0.8 0.1 0.6 0.7 -0.8 -0.2
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 0.3 0.3 1.0 -0.1 -0.3 -1.0 -0.1 0.2 -0.8 -0.5
Illnesses of father: Heart disease 0.4 0.6 1.4 1.0 0.4 -0.3 1.2 0.5 0.2 -1.1
Illnesses of siblings: Diabetes 0.2 0.2 0.6 0.5 0.3 0.6 -0.3 -0.8 0.2 -0.6
Smoking status: Previous 0.2 0.3 1.1 0.3 -0.4 0.5 -0.5 -0.1 0.3 -1.1
Forced expiratory volume in 1-second (FEV1), predicted 1.5 3.2 6.1 2.0 2.5 2.4 0.2 -1.3 0.9 -2.0
Whole body fat-free mass 0.3 1.8 4.0 1.6 2.0 0.7 0.7 -0.9 1.2 -1.5
Leg fat-free mass (right) 0.2 1.2 2.5 1.4 1.6 0.3 0.2 -1.1 0.3 -1.6
Arm fat percentage (left) 0.1 0.4 1.7 0.7 0.6 0.5 0.1 -0.2 0.2 -1.3
Average weekly red wine intake 0.2 0.3 1.3 -0.1 0.6 -0.7 0.3 1.1 0.4 0.1
Handedness (chirality/laterality): Left-handed 1.5 1.8 3.2 -1.7 -1.2 -1.2 -1.2 1.8 -0.6 1.3
Mood swings 0.4 0.7 2.2 -0.5 -1.5 0.3 0.7 1.2 -0.7 -0.2
Loneliness, isolation 0.8 1.1 2.0 -1.4 -1.3 -0.8 -0.3 -0.8 -1.4 0.9
Long-standing illness, disability or infirmity 1.0 1.5 4.0 1.4 1.1 0.1 1.3 -0.8 0.9 -2.0
Ever had bowel cancer screening 3.0 3.5 5.5 -2.1 -2.1 -2.3 -1.1 0.7 -1.7 2.3
Diabetes diagnosed by doctor 0.2 0.4 1.1 -0.2 -1.0 -0.7 0.4 0.2 0.3 0.8
Ever had stillbirth, spontaneous miscarriage or termination 0.5 0.6 1.8 0.2 0.2 1.3 1.1 0.9 0.3 0.3
Friendships satisfaction 1.3 1.6 3.2 1.0 1.8 0.9 1.7 -0.5 1.6 -0.9
Qualifications: nursing, teaching 0.7 1.1 3.4 1.0 1.8 -0.6 1.1 0.3 1.3 -0.6
Commuting to job workplace: Walk 1.3 1.4 7.3 -0.6 0.4 2.7 -0.7 0.7 -0.5 -0.6
Eye problems/disorders: Cataract 0.3 0.3 0.9 0.4 1.0 0.2 -0.3 0.1 1.0 -0.1
Mouth/teeth dental problems: Mouth ulcers 0.1 0.2 0.4 0.6 0.2 -0.0 -0.0 -0.6 0.1 -0.7
Medication for cholesterol 0.2 0.2 0.8 0.1 -0.4 -0.1 0.5 -0.2 0.6 0.9
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.3 0.4 0.9 -0.1 -0.6 -0.5 0.9 0.9 0.3 0.3
Back pain experienced in last month 0.3 0.4 1.7 0.3 0.1 -1.3 0.1 -0.6 -0.3 -0.8
Mineral and other dietary supplements 0.9 1.2 2.2 1.5 0.8 0.3 1.0 -1.1 1.5 -1.1
Breast cancer (self-reported) 3.7 4.4 8.2 -2.8 -1.4 -1.8 -2.6 0.9 -1.4 2.9
Asthma (self-reported) 1.4 2.9 6.0 2.0 1.7 0.3 1.5 -2.1 0.5 -2.4
Osteoporosis (self-reported) 0.9 1.1 3.7 0.9 0.5 1.2 1.0 -0.7 -0.5 -1.9
Osteoarthritis (self-reported) 0.3 0.4 1.7 -0.8 -0.0 -0.7 -0.4 0.1 0.2 1.3
Medication: Aspirin 0.5 0.6 2.3 0.7 0.4 -1.5 0.9 0.4 0.7 -0.3
Medication: Gliclazide 1.0 1.1 3.1 0.1 -0.2 0.2 1.8 0.9 1.7 1.0
Illnesses of father: None of the above (group 1) 0.1 0.1 0.2 -0.3 -0.1 0.1 -0.4 -0.0 0.3 0.4
Smoking status: Current 0.4 0.7 2.5 0.5 0.9 -0.1 1.6 -0.7 0.7 -0.2
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.2 0.5 2.5 0.1 0.3 -0.0 0.3 -0.2 0.9 1.6
Whole body water mass 0.3 1.7 4.1 1.6 2.0 0.6 0.7 -0.9 1.2 -1.4
Leg predicted mass (right) 0.2 1.3 2.8 1.5 1.6 0.3 0.2 -1.1 0.3 -1.7
Arm fat mass (left) 0.3 1.1 2.8 1.3 1.2 0.5 0.6 -0.9 0.7 -1.7
Number of self-reported non-cancer illnesses 0.3 0.5 1.1 0.3 1.0 -0.3 0.1 1.1 0.5 -0.7
Average weekly champagne plus white wine intake 0.8 1.1 2.6 1.6 0.5 0.9 1.5 0.0 0.6 -1.1
Miserableness 0.2 0.3 0.9 -0.3 -0.3 -0.3 0.7 0.4 0.6 0.9
Guilty feelings 1.2 1.8 3.3 -1.8 -1.1 0.0 -1.5 0.3 -1.7 1.6
Wears glasses or contact lenses 0.2 0.3 0.8 0.1 0.2 -0.6 0.3 -0.8 0.9 -0.0
Ever taken oral contraceptive pill 0.5 0.6 2.2 0.9 -0.5 -0.7 -0.0 -0.3 -0.2 -1.5
Hearing aid user 0.7 0.8 1.7 -0.6 -1.2 -1.2 -1.3 0.7 -0.2 0.4
Mother’s age at death 0.5 0.7 3.0 0.5 -0.2 1.0 1.7 0.4 0.3 -0.3
Financial situation satisfaction 0.4 0.5 1.7 0.1 0.3 1.3 0.7 0.7 0.4 -0.7
Tinnitus: Yes, now most or all of the time 0.6 0.7 1.7 -0.3 -0.5 0.1 0.8 0.9 1.3 1.1
Commuting to job workplace: Public transport 0.4 0.5 1.5 0.3 0.8 0.6 0.5 1.2 0.6 -0.6
Eye problems/disorders: Glaucoma 1.2 1.4 3.2 1.2 1.8 -0.6 0.9 -0.9 1.8 -0.2
Medication: Blood pressure 0.5 0.9 4.0 0.5 0.9 0.9 0.2 -0.2 -0.5 -2.0
Pain type(s) experienced in last month: Hip pain 0.1 0.1 0.3 -0.3 0.5 -0.3 0.2 -0.4 -0.4 0.1
Supplements: Fish oil (including cod liver oil) 0.2 0.2 0.5 -0.7 0.7 0.1 -0.0 0.5 -0.5 0.5
High cholesterol (Self-reported) 1.0 1.8 3.9 -2.0 -1.7 -0.3 -1.3 1.1 -0.5 1.6
Medication: Bendroflumethiazide 2.0 3.0 9.0 1.3 0.9 2.2 1.4 1.5 0.8 -3.0
Medication: Paracetamol 0.6 0.9 3.5 0.5 -0.5 1.9 1.2 0.9 0.2 -0.2
Medication: Lisinopril 0.6 0.8 1.5 -1.2 -0.7 0.3 -1.2 -0.6 -1.1 0.9
Medication: Atorvastatin 0.3 0.4 1.0 1.0 0.4 -0.4 0.4 0.6 0.6 -0.5
Illnesses of father: High blood pressure 1.1 1.3 3.4 1.2 0.6 1.6 1.9 0.1 1.3 -0.1
Alcohol drinker status: Never 0.1 0.1 0.6 0.2 -0.0 0.2 0.8 0.1 -0.0 0.1
Ever smoked 0.1 0.2 0.8 -0.4 -0.0 -0.8 -0.9 -0.2 -0.2 -0.2
Basal metabolic rate 0.3 1.8 3.8 1.7 1.9 0.7 0.6 -1.0 1.1 -1.7
Leg fat percentage (left) 0.2 0.7 2.9 1.0 0.6 -0.2 0.4 -0.5 0.6 -1.7
Arm fat-free mass (left) 0.3 1.7 3.6 1.6 1.9 0.6 0.8 -1.0 1.3 -1.4
Number of operations (self-reported) 1.2 1.8 6.2 -0.9 -0.1 -2.5 -1.4 0.8 -1.6 0.7
Average weekly beer plus cider intake 0.3 0.5 1.9 -0.0 -0.9 0.7 -0.1 1.4 0.1 -0.3
Irritability 0.1 0.2 0.4 -0.5 -0.4 0.6 -0.0 -0.1 -0.4 0.4
Risk taking 0.9 1.3 3.7 -0.9 -1.9 0.3 -0.9 1.3 -1.3 0.3
Ever had prostate specific antigen (PSA) test 4.0 4.6 10.2 -2.6 -2.4 -1.9 -2.0 0.7 -1.4 3.2
Fractured/broken bones in last 5 years 1.5 1.9 7.8 0.9 0.4 2.8 0.7 1.2 1.1 -1.1
Age started oral contraceptive pill 2.0 2.5 5.2 -1.4 -1.7 -2.3 -1.7 -0.1 -1.5 1.4
Diastolic blood pressure, automated reading 0.1 0.5 2.2 -0.4 -0.6 -0.5 0.5 1.5 -0.1 0.1
Ever depressed for a whole week 0.2 0.3 1.0 -0.5 -0.8 0.0 0.1 -0.4 -1.0 -0.1
Unable to work because of sickness or disability 0.5 0.6 2.5 -0.7 0.5 -0.6 -0.7 -1.6 -0.3 -0.0
Commuting to job workplace: Cycle 0.3 0.3 1.2 -0.5 -1.1 0.3 -0.0 0.7 0.1 0.3
Myopia 1.1 1.6 3.2 -1.1 -1.8 -1.1 -0.4 1.6 -1.2 1.2
Vascular/heart problems diagnosed by doctor 0.2 0.6 2.1 -0.3 0.0 -0.3 -1.4 -0.2 0.1 1.2
Cholesterol lowering medication 0.7 1.1 3.4 -1.1 -1.0 -0.1 -1.8 0.1 -1.4 0.3
Medication: Omeprazole (e.g. Zanprol) 0.3 0.3 1.2 0.3 -0.5 -0.1 0.6 0.6 -0.2 -1.1
Pain experienced in last month 0.1 0.2 0.5 -0.0 0.1 0.3 -0.7 -0.6 0.4 -0.1
Supplements: Calcium 0.1 0.1 0.3 -0.3 0.3 -0.4 -0.1 0.6 0.0 0.5
Basal cell carcinoma (self-reported) 0.3 0.4 1.1 0.2 -0.5 -1.0 0.1 1.0 0.4 0.3
Heart attack/myocardial infarction (self-reported) 2.3 2.9 9.9 2.0 1.4 0.8 1.7 -1.0 0.3 -3.1
Deep venous thrombosis (DVT) (self-reported) 0.4 0.5 1.7 -0.1 -1.3 -0.9 -0.2 -0.7 -0.2 -0.8
Heart disease (siblings) 0.2 0.2 0.7 0.2 -0.6 0.2 0.7 -0.3 -0.1 -0.8
Alcohol drinker status: Previous 1.3 1.5 3.4 -1.6 -1.2 -0.6 -1.4 1.0 -1.8 0.1
Pack years of smoking 1.2 1.8 4.5 1.4 0.9 0.1 2.1 -1.1 0.6 -1.9
Impedance of whole body 0.4 2.0 7.4 -0.6 -1.1 0.5 -2.7 -1.1 -1.9 -0.1
Leg fat mass (left) 0.2 0.9 3.0 1.1 1.1 -0.1 0.3 -0.7 0.6 -1.7
Arm predicted mass (left) 0.4 1.9 3.8 1.6 1.9 0.6 0.9 -1.1 1.4 -1.6