Hub : Genes

PHLPP1

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 Aorta 0.1790 0.0590 9.9e-04 0.105 NA 0.051 NA 0.080 2.1e-06 NA 8.8e-04 NA 3.3e-05
2 GTEx Cells Transformed fibroblasts 0.4180 0.0550 0.0e+00 0.385 NA 0.372 NA 0.397 2.0e-30 NA 3.3e-29 NA 1.4e-31
3 GTEx Esophagus Muscularis 0.1870 0.0580 3.9e-04 0.070 NA 0.120 NA 0.109 4.7e-05 NA 1.0e-07 NA 4.0e-07
4 GTEx Muscle Skeletal 0.1168 0.0364 2.3e-04 0.081 NA 0.050 NA 0.075 2.3e-08 NA 1.2e-05 NA 8.5e-08
5 GTEx Testis 0.2090 0.0610 3.9e-04 0.112 NA 0.214 NA 0.217 1.1e-05 NA 7.0e-10 NA 5.4e-10
6 NTR Blood 0.0357 0.0096 1.2e-06 0.023 0.022 0.027 0.029 0.025 3.4e-08 7.6e-08 2.9e-09 1.1e-09 9.9e-09
7 YFS Blood 0.0386 0.0105 2.5e-07 0.023 0.024 0.032 0.026 0.033 4.5e-08 1.9e-08 1.2e-10 4.0e-09 5.1e-11

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6 7
Bipolar Disorder (2018) 0.1 0.2 1.2 -0.1 0.0 0.5 0.0 -0.2 -1.1 -0.3
Bipolar Disorder or Schizophrenia 0.4 0.9 2.6 0.4 0.8 0.5 0.4 1.6 1.0 1.2
Depressed Affect (Nagel 2018) 0.4 0.9 2.3 -0.8 -0.8 -0.8 0.7 1.0 0.8 1.5
Depression (Nagel 2018) 1.3 1.9 4.1 -1.7 -1.1 -0.7 0.5 -0.4 2.0 2.0
Intelligence (Savage-Jansen 2018) 0.3 1.0 3.7 0.2 -0.3 -1.9 1.0 0.2 1.2 0.8
Neuroticism (Nagel 2018) 0.7 1.6 4.0 -1.3 -2.0 -1.9 0.0 0.2 0.8 1.1
Schizophrenia (2018) 1.0 2.0 4.9 0.6 1.0 0.1 0.5 2.2 2.2 1.8
Schizophrenia vs Biploar Disorder 0.5 0.6 1.7 1.0 0.3 -0.3 0.4 0.9 1.3 0.8
Worry (Nagel 2018) 0.3 0.6 2.4 0.1 -1.6 -0.5 0.4 1.0 0.4 0.4
Alzheimer’s Disease (in mother) 1.2 1.4 3.0 -0.6 -0.2 -1.5 -0.3 -1.2 -1.7 -1.7
Alzheimer’s Disease (in father) 2.4 2.6 9.8 -0.8 -0.7 -1.8 -0.1 0.8 3.1 1.9
Alzheimer’s Disease (including proxy) 0.6 0.8 4.2 -0.8 -0.6 -2.1 -0.4 -0.6 0.0 -0.2
Crohns Disease (2017) 0.5 1.0 2.8 0.8 1.2 0.4 1.7 1.0 0.6 0.7
Irritable Bowel Disease (IBD) 0.5 1.1 3.4 -0.3 0.1 -1.3 0.3 0.9 1.3 1.8
Ulcerative Colitis (UC) 1.1 2.1 5.1 -1.0 -0.9 -2.0 -1.0 0.8 1.6 2.3
Major Depression (MDD) 0.4 0.5 2.3 0.1 -0.1 -0.4 -0.0 0.5 0.9 1.5
Reaction Time 0.2 0.4 1.5 -0.4 -0.2 0.0 -0.0 -0.6 -0.7 -1.2
Verbal and Numeric Reasoning (VNR) 0.4 1.0 2.5 1.6 1.1 -0.2 1.4 0.7 0.9 0.5
Breast Cancer 0.4 0.9 1.7 -1.0 -1.3 -1.1 -0.9 -0.5 -0.9 -0.7
Ovarian Cancer 0.1 0.2 0.4 0.6 -0.4 0.4 0.6 0.2 0.4 -0.0
Prostate Cancer 0.4 0.6 0.9 -1.0 -0.8 -0.7 0.8 -0.5 -0.9 -0.5
Age at First Birth 0.4 0.6 2.3 1.5 -0.3 -0.6 1.2 0.4 -0.4 -0.0
Bipolar Disorder (2011) 1.4 1.3 6.0 -0.2 0.3 -0.8 -0.1 -0.8 -2.5 -1.4
Body Mass Index (BMI) (2010) 0.1 0.2 0.4 0.1 0.3 0.3 0.3 0.5 0.6 0.3
Coronary Artery Disease (CAD) 0.6 0.7 1.7 1.0 0.5 0.8 0.5 1.3 -0.7 0.7
Crohns Disease (2012) 0.2 0.4 1.6 0.5 0.8 0.5 1.3 -0.1 0.3 -0.1
Mean Putamen Volume 0.4 0.5 1.3 0.4 0.8 1.1 0.4 1.1 0.0 0.1
Fasting Glucose 0.1 0.1 0.4 0.2 0.3 0.1 -0.6 0.1 0.3 -0.2
HbA1C 0.2 0.3 0.8 0.2 0.3 0.3 0.0 0.0 0.9 0.9
HDL Cholesterol 0.4 0.6 2.4 -0.3 -0.4 -0.5 -0.3 0.0 1.0 1.5
LDL Cholesterol 1.2 1.9 7.9 0.4 -0.3 0.1 0.3 -1.2 -2.8 -1.9
Lupus 0.4 0.6 1.1 1.0 0.4 -0.5 0.1 0.8 0.8 1.1
Neuroticism (2016) 0.3 0.4 1.7 -0.4 0.0 1.3 0.8 -0.2 -0.5 -0.2
Primary Biliary Cirrhosis 2.3 3.2 8.6 2.2 2.2 1.4 1.3 2.9 -0.1 1.0
Rheumatoid Arthritis 2.8 3.9 7.2 1.7 2.5 2.5 2.7 1.7 1.0 0.9
Schizophrenia (2014) 0.4 0.9 2.4 0.4 0.2 -0.2 0.5 1.5 1.6 1.0
Triglycerides 0.5 0.7 2.1 0.4 0.9 1.4 -0.6 0.3 -0.9 -1.0
Type 2 Diabetes (T2D) (2012) 0.2 0.2 0.7 -0.6 0.5 -0.3 -0.1 -0.6 -0.3 0.8
Ulcerative Colitis 0.4 0.6 1.5 -0.7 -0.4 -1.2 -0.5 0.3 0.7 1.1
Blood Eosinophil Count 0.3 2.0 5.2 -1.1 -1.1 -2.3 -1.0 0.0 1.0 2.1
Blood Platelet Count 1.4 16.6 37.8 2.1 2.8 3.2 2.5 4.9 6.2 5.0
Blood Red Count 0.3 3.2 6.9 2.2 2.5 0.9 2.6 1.9 0.3 -0.0
Blood White Count 0.4 2.8 9.7 1.1 3.1 1.7 1.1 1.5 1.2 1.0
Heel T-Score 0.6 5.1 17.6 -1.8 -1.0 -1.7 -1.1 -2.0 -4.2 -2.4
BMI 0.3 1.7 6.0 1.5 1.0 -0.9 2.5 0.8 -0.8 0.4
Height 0.4 7.9 21.1 -2.8 -3.4 -4.6 -1.7 -0.9 2.8 1.7
Waist Hip Ratio (WHR) 0.7 3.2 5.5 -2.1 -2.3 -2.0 -2.1 -1.6 0.3 1.0
Systolic Blood Pressure 0.4 2.0 4.9 1.5 1.8 2.2 0.8 0.6 -1.2 -1.2
Smoking Status 0.2 0.4 1.3 -1.1 -0.1 -0.8 -0.7 -0.2 -0.7 -0.3
Allergy or Eczema 0.2 0.5 1.8 -0.4 -1.0 0.2 -0.2 0.2 1.3 0.4
Cardiovascular Disease 0.2 0.7 1.6 -0.4 -0.1 -1.3 0.8 -0.8 -1.1 -0.8
Hypothyroidism (self reported) 0.6 1.3 5.1 -0.5 -1.7 -2.3 -0.1 -0.5 -0.9 -0.3
Respiratory disease 0.3 0.7 2.0 -0.7 -1.4 -0.6 -0.9 0.4 0.9 -0.2
Type 2 Diabetes (T2D) (2018) 1.6 3.0 6.4 -2.5 -2.0 -2.5 -1.6 -0.9 0.3 1.1
Lung FEV1/FVC ratio 0.2 1.0 2.0 -1.1 1.0 0.6 -0.5 -1.1 -0.7 -1.4
Lung FVC 0.2 1.0 3.0 -1.7 -0.7 -1.0 -1.0 -1.0 0.5 0.3
Neuroticism 1.3 3.2 5.5 -1.7 -2.3 -2.0 -0.7 0.8 2.3 2.0
Chronotype (morning person) 0.7 1.7 4.3 -1.0 -1.6 -2.1 -1.6 -1.0 -0.6 0.3
Hair Pigment 0.1 2.2 9.4 -1.7 -0.9 -0.7 -0.1 -3.1 -0.8 -1.0
Tanning 0.0 0.5 1.3 -1.1 -0.7 -1.0 -0.5 -0.1 0.2 0.7
Hand grip strength (left) 1.0 2.7 6.6 1.5 2.6 0.4 1.8 2.3 -0.0 1.2
Number of treatments/medications taken 2.5 4.5 10.6 -2.4 -2.4 -3.3 -2.5 -1.1 0.9 1.2
Average weekly spirits intake 0.7 0.9 1.4 -0.9 -0.4 -0.5 -1.1 -1.2 -1.1 -1.2
Sensitivity / hurt feelings 1.9 3.2 8.2 -2.0 -2.9 -2.6 -1.3 -1.0 0.8 0.1
Frequency of depressed mood in last 2 weeks 0.8 1.2 3.5 -0.8 -0.3 -0.1 0.8 0.3 1.9 1.8
Hearing difficulty/problems: Yes 2.2 3.3 10.3 -1.3 -2.0 -0.8 -1.7 -0.1 3.2 1.9
Relative age of first facial hair 0.4 0.7 3.1 -0.1 -0.9 0.4 -0.2 -0.8 1.8 0.7
Other serious medical condition/disability diagnosed by doctor 5.0 6.4 14.0 -3.2 -3.7 -3.0 -1.6 -1.5 1.4 2.2
Ever used hormone-replacement therapy (HRT) 2.4 3.0 7.2 -0.9 -0.5 -0.0 -1.8 -2.1 -2.3 -2.7
Ever had hysterectomy (womb removed) 0.5 0.5 1.4 -0.3 0.2 0.6 0.0 -1.2 -1.0 -0.8
Systolic blood pressure, automated reading 0.7 2.2 7.7 0.9 0.8 1.1 0.2 -0.1 -2.8 -2.2
Eye problems/disorders: Diabetes related eye disease 2.4 2.6 6.0 -2.4 -1.7 -1.2 -2.1 -1.9 0.1 -0.2
Angina 2.2 2.9 5.0 -1.7 -2.1 -1.9 -2.2 -1.6 -1.2 -0.5
Medication for hormone replacement therapy 1.1 1.3 2.1 1.3 1.3 0.9 1.0 1.5 1.0 0.5
Vitamin and mineral supplements 1.5 2.0 6.3 -0.1 -0.1 -0.6 -0.8 -1.9 -1.8 -2.5
Supplements: Zinc 0.1 0.1 0.4 -0.3 0.6 0.1 -0.1 0.4 0.1 0.3
Medication: Co-codamol 0.8 0.9 2.7 -1.4 -0.5 -0.6 -1.6 -0.8 -0.2 -0.3
Medication: Metformin 2.6 3.7 7.9 -2.1 -2.8 -2.3 -0.8 -1.1 1.7 2.0
Diabetes (father) 0.1 0.2 0.5 0.2 -0.2 0.7 0.2 -0.4 0.5 -0.2
Diabetes (mother) 0.5 0.7 1.4 -0.8 -0.1 0.4 -1.2 -0.9 -1.1 -0.7
Severe depression (siblings) 3.6 4.0 7.8 -2.8 -2.5 -1.7 -2.6 -2.0 -0.6 -0.5
Pack years adult smoking proportion 0.5 0.8 1.9 0.4 1.4 0.7 0.9 0.5 0.8 1.1
Impedance of leg (right) 0.6 3.0 8.3 -2.4 -2.2 -0.6 -2.9 -1.2 0.7 -0.0
Leg fat-free mass (left) 0.4 2.2 5.8 1.0 0.5 -1.2 2.4 1.7 1.4 1.6
Trunk fat percentage 0.2 0.8 3.1 1.3 -0.1 -0.1 1.7 0.3 -0.1 0.7
Hand grip strength (right) 0.9 2.5 4.9 1.2 2.2 0.7 1.8 2.0 0.8 1.6
Townsend deprivation index at recruitment 0.6 0.9 2.4 -1.1 -1.5 -0.4 -0.8 -1.1 0.7 0.2
Current tobacco smoking 0.6 0.9 2.4 -1.4 0.1 0.4 -1.0 -0.8 -1.6 -0.7
Average weekly fortified wine intake 0.2 0.3 1.0 1.0 0.6 -0.3 0.6 -0.1 0.1 -0.2
Maternal smoking around birth 2.1 3.1 9.4 -0.4 -1.1 0.6 0.4 -1.5 -3.1 -2.8
Fed-up feelings 1.1 1.9 5.4 -0.8 0.5 -0.1 1.4 1.5 1.7 2.3
Frequency of unenthusiasm / disinterest in last 2 weeks 2.5 3.3 7.8 -2.8 -2.0 -0.8 -1.0 -1.4 2.1 1.7
Relative age voice broke 0.3 0.4 1.3 1.0 -0.5 1.2 0.3 -0.3 0.4 0.0
Taking other prescription medications 2.0 3.0 4.9 -1.6 -1.9 -2.2 -1.8 -0.9 1.7 1.7
Age when periods started (menarche) 0.7 1.6 5.8 0.3 1.1 -0.3 -0.1 -0.6 -2.4 -1.9
Bilateral oophorectomy (both ovaries removed) 1.0 1.2 2.4 -1.5 -1.3 -0.2 -1.0 -1.5 -0.5 -0.6
Heel bone mineral density (BMD) T-score, automated (left) 1.2 2.6 5.5 -1.5 -1.1 -1.2 -1.5 -1.9 -2.3 -1.4
Tinnitus: Yes, but not now, but have in the past 3.4 3.6 7.8 -2.8 -2.0 -1.8 -2.3 -2.2 -0.7 -0.1
Qualifications: CSEs or equivalent 4.5 5.9 13.0 2.1 2.3 3.6 2.8 3.3 0.5 0.3
Serious illness, injury or assault to yourself 1.3 1.5 3.3 -1.8 -1.8 -1.0 -1.7 -0.6 0.2 -0.2
High blood pressure 0.5 1.3 4.2 -0.5 0.1 -2.1 0.2 -1.0 -1.6 -0.9
Hayfever, allergic rhinitis or eczema 0.3 0.6 1.9 -0.4 -1.4 -0.3 -0.7 -0.3 1.1 0.2
Multivitamins +/- minerals 1.0 1.3 3.5 0.1 -0.2 0.9 1.3 1.4 1.2 1.9
Stomach or abdominal pain in last month 0.8 1.0 2.1 -1.4 -1.4 0.1 -0.7 -0.2 0.4 1.5
Supplements: Glucosamine 0.8 1.0 2.3 0.0 1.1 0.2 -0.3 -0.9 -1.5 -1.5
Diverticular disease/diverticulitis (self-reported) 0.2 0.2 0.4 0.5 0.4 0.4 0.5 0.6 0.6 -0.3
Medication: Atenolol 0.3 0.3 1.0 0.5 -0.2 -1.0 0.6 0.3 0.7 0.3
Medication: Levothyroxine sodium 0.7 1.2 5.5 -0.4 -1.2 -2.3 -0.5 -0.9 -0.4 0.1
Sitting height 0.3 1.9 3.8 -1.1 -0.7 -2.0 0.3 1.5 1.7 1.6
Chronic bronchitis/emphysema (father) 0.7 0.8 2.5 -0.2 1.6 0.8 -0.5 0.4 0.6 1.2
High blood pressure (mother) 0.8 1.1 3.5 -1.9 -0.3 -0.5 0.5 -1.0 -1.0 -1.3
Body mass index (BMI) 0.3 1.4 5.5 1.3 1.1 -0.3 2.3 0.7 -0.6 0.6
Impedance of leg (left) 0.4 2.0 5.2 -1.8 -2.3 -0.1 -2.0 -1.1 0.4 -0.5
Leg predicted mass (left) 0.4 2.3 6.4 1.1 0.5 -1.1 2.5 1.7 1.4 1.6
Trunk fat mass 0.2 1.1 3.5 1.1 0.1 -0.6 1.9 0.7 0.5 1.2
Waist circumference 0.2 0.7 1.6 -0.0 -0.6 -1.3 1.0 -0.2 0.7 1.2
Number of incorrect matches in round 0.2 0.4 1.4 0.5 0.2 -0.3 0.1 1.2 0.1 0.9
Past tobacco smoking 0.5 1.0 2.1 1.4 1.2 1.3 1.0 0.6 0.3 0.2
Alcohol usually taken with meals 0.3 0.5 1.3 -0.3 -0.5 -0.7 -1.0 -0.7 1.2 0.3
Nervous feelings 0.2 0.4 1.7 -0.4 -1.3 -0.3 -0.6 0.2 -0.0 -0.6
Frequency of tenseness / restlessness in last 2 weeks 1.5 2.3 6.3 -1.2 -1.7 -1.0 -0.5 -0.0 2.1 2.5
Hearing difficulty/problems with background noise 3.5 5.5 16.4 -1.5 -2.0 -2.3 -1.4 0.3 4.0 2.9
Hair/balding pattern: Pattern 2 0.6 0.8 2.0 -1.3 -0.4 -1.4 -0.5 -0.9 -0.3 -0.8
Had menopause 1.9 2.3 3.3 -1.1 -1.0 -1.8 -1.6 -1.8 -1.5 -1.6
Had other major operations 0.8 0.9 1.8 1.1 0.4 0.9 1.4 0.7 -1.3 -0.5
Forced vital capacity (FVC) 0.3 1.2 2.8 -1.2 -0.1 -0.9 0.3 1.1 1.7 1.4
Heel bone mineral density (BMD) T-score, automated (right) 0.5 1.1 3.8 -0.7 -0.1 -0.7 -1.2 -0.7 -1.9 -0.7
Ever unenthusiastic/disinterested for a whole week 0.1 0.2 0.7 -0.8 -0.1 0.0 -0.6 -0.2 0.1 0.2
Qualifications: None of the above 0.6 1.2 2.7 -1.4 -1.7 0.8 -0.8 -1.6 -0.0 0.2
Financial difficulties in last 2 years 0.2 0.2 0.9 -0.5 -0.2 0.1 0.1 -0.5 0.5 1.0
Mouth/teeth dental problems 1.9 2.9 5.6 2.4 2.0 1.8 2.2 1.6 0.3 -0.0
Heart attack 0.3 0.4 0.7 0.9 -0.2 0.5 -0.5 0.8 -0.7 -0.8
Allergy 0.4 0.9 2.7 0.4 1.4 0.4 0.7 -0.1 -1.6 -0.8
Pain all over the body in last month 0.9 1.0 2.1 -1.2 -1.4 -0.7 -0.9 -1.4 -0.2 -0.2
Diabetes (self-reported) 1.6 2.4 4.3 -1.9 -1.8 -2.1 -1.8 -0.7 0.5 1.3
Hayfever/allergic rhinitis (self-reported) 0.3 0.5 1.7 0.1 -0.6 -0.0 -1.0 0.2 1.3 -0.0
Medication: Ramipril 2.7 3.5 12.9 -0.4 -0.4 -0.4 -0.3 -2.2 -2.4 -3.6
Medication: Simvastatin 0.3 0.5 0.9 0.6 1.0 -0.2 0.9 -0.3 -0.9 -0.5
Fluid intelligence score 0.4 0.8 1.6 0.6 0.7 -0.8 1.2 -0.0 1.2 1.0
Illnesses of siblings 0.7 1.0 3.0 1.6 1.7 0.3 0.1 1.0 -0.0 -0.3
Neuroticism score 1.1 2.2 5.3 -1.3 -2.3 -1.7 -0.2 0.6 1.7 1.6
Weight 0.3 1.6 4.2 0.6 0.2 -1.3 2.1 1.2 1.0 1.6
Impedance of arm (right) 0.2 0.9 2.6 -0.2 -0.9 1.4 -0.5 -0.3 1.6 0.4
Arm fat percentage (right) 0.4 1.8 5.8 1.9 1.0 0.6 2.4 0.8 0.1 1.0
Trunk fat-free mass 0.4 2.1 3.8 -0.1 0.5 -1.9 1.1 1.5 1.9 1.8
Hip circumference 0.6 2.7 7.5 1.3 0.5 -0.2 2.7 1.2 2.1 2.0
Time employed in main current job 0.6 0.7 2.1 -1.1 -0.7 -0.9 -1.4 -0.3 -0.6 0.1
Alcohol intake versus 10 years previously 0.1 0.2 0.4 -0.1 -0.1 0.5 -0.1 -0.6 -0.6 -0.6
Father’s age at death 0.3 0.4 1.8 1.3 0.6 -0.3 -0.2 0.6 0.4 -0.5
Worrier / anxious feelings 0.5 1.0 2.5 -0.5 -1.6 -1.6 -0.7 -0.6 -0.6 -0.7
Frequency of tiredness / lethargy in last 2 weeks 3.0 4.9 8.3 -2.9 -2.8 -2.1 -2.6 -1.8 1.5 1.0
Falls in the last year 3.6 4.8 9.4 -2.5 -2.6 -1.1 -1.1 -3.1 -1.9 -2.3
Hair/balding pattern: Pattern 3 1.2 1.8 3.6 1.9 1.6 0.9 1.4 1.8 -0.5 0.4
Number of live births 0.1 0.2 0.6 0.3 0.5 0.3 -0.6 0.0 0.0 0.8
Forced expiratory volume in 1-second (FEV1) 0.1 0.5 2.1 -1.4 0.4 -0.5 0.3 0.4 0.6 0.4
Pulse rate 0.5 0.8 1.9 -0.1 0.9 -0.2 0.7 -1.0 -1.2 -1.4
Happiness 0.6 0.7 3.7 -0.0 -0.0 0.2 0.5 0.3 1.9 0.8
Noisy workplace 0.3 0.3 1.4 -0.4 -0.6 -0.3 -1.2 -0.5 0.2 0.2
Qualifications: A levels/AS levels or equivalent 0.3 0.6 1.7 1.3 0.2 -1.3 0.9 0.3 0.5 0.3
Serious illness, injury or assault of a close relative in last 2 years 3.1 3.6 9.1 -3.0 -1.4 -2.8 -1.2 -1.8 0.6 1.1
Mouth/teeth dental problems: Dentures 0.7 1.2 3.0 -0.8 -0.0 0.3 -1.7 -1.2 -1.2 -1.2
Asthma 0.4 0.8 2.9 -0.3 -1.7 -0.7 -1.1 -0.2 0.7 -0.0
Medication: Ibuprofen (e.g. Nurofen) 0.6 0.8 1.7 -1.3 -0.4 -1.1 -1.1 -0.9 -0.5 -0.3
Medication: Cholesterol lowering 0.5 0.7 2.0 -0.9 -0.8 -1.4 -1.0 -0.7 -0.3 -0.0
Depression (self-reported) 0.8 0.9 2.5 -0.7 -1.6 -1.4 0.4 -1.1 0.1 -0.2
Medication: Lansoprazole 1.2 1.3 4.3 -0.5 -0.5 -0.5 -2.1 -1.7 -0.7 -0.9
Prospective memory result 0.2 0.2 0.7 0.4 -0.0 -0.1 -0.1 -0.2 -0.8 -0.7
Lung cancer (father) 0.3 0.4 1.2 -0.4 0.2 -0.5 -1.1 0.3 0.7 0.6
Illnesses of mother 2.8 3.5 7.6 2.8 2.4 1.7 1.2 2.4 0.6 0.6
Forced expiratory volume in 1-second (FEV1), Best measure 0.3 0.8 2.4 -0.8 0.2 -0.2 0.9 0.9 1.6 1.0
Pulse wave Arterial Stiffness index 1.8 2.1 3.8 -0.9 -1.9 -1.9 -1.2 -1.5 -1.3 -1.1
Impedance of arm (left) 0.2 1.1 2.7 -0.5 -1.6 1.2 -1.0 -0.8 1.3 0.1
Arm fat mass (right) 0.3 1.4 4.4 1.4 1.0 -0.3 2.1 0.9 0.2 1.2
Trunk predicted mass 0.4 2.0 3.7 -0.0 0.6 -1.8 1.1 1.5 1.9 1.8
Standing height 0.4 4.2 12.5 -1.3 -1.7 -2.3 -0.1 1.3 3.5 2.4
Length of working week for main job 0.2 0.2 0.5 -0.3 0.3 0.3 -0.5 -0.2 -0.3 0.7
Exposure to tobacco smoke at home 0.2 0.2 0.8 -0.2 0.1 -0.7 0.5 -0.9 0.1 -0.3
Breastfed as a baby 0.3 0.3 1.3 0.2 -0.2 -1.1 -0.2 -0.2 0.9 0.1
Tense / ‘highly strung’ 1.0 1.6 3.7 -0.6 -1.4 -0.5 0.6 1.4 1.8 1.9
Seen doctor (GP) for nerves, anxiety, tension or depression 2.1 3.2 10.0 -1.9 -1.8 -3.2 -1.4 -1.8 -0.4 -0.2
Hair/balding pattern: Pattern 4 0.3 0.7 1.3 0.1 -1.1 -0.5 -0.9 -0.6 0.8 1.1
Birth weight of first child 0.2 0.4 1.1 -1.0 -0.1 -1.0 -0.1 -0.2 0.5 0.7
Peak expiratory flow (PEF) 0.2 0.4 1.2 -0.8 1.1 0.1 0.7 0.5 -0.6 -0.3
Pulse wave reflection index 0.5 0.6 2.7 -0.2 -1.6 -0.7 -0.9 -0.5 -0.3 -0.4
Ever highly irritable/argumentative for 2 days 3.5 4.2 9.5 -3.1 -2.4 -1.9 -2.1 -1.4 1.5 1.4
Loud music exposure frequency 0.7 0.8 2.8 -1.7 -0.7 -0.9 -0.7 -0.8 -0.3 0.3
Qualifications: O levels/GCSEs or equivalent 0.9 1.5 3.1 1.4 0.5 -0.6 1.8 1.2 -1.5 -1.0
Mouth/teeth dental problems: Bleeding gums 1.4 1.8 4.2 -2.0 -1.5 -2.1 -1.1 -0.8 -0.1 0.1
Blood clot in the leg (DVT) 1.8 2.3 7.9 -0.6 0.4 -0.3 0.3 0.6 2.8 2.7
Medication: Paracetamol 1.1 1.9 4.2 -2.1 -1.6 -1.0 -1.3 -1.7 -0.8 -0.6
Headache pain in last month 1.1 1.9 6.9 -1.8 -2.6 -1.3 0.0 -0.4 0.9 0.7
Medication for cholesterol, blood pressure or diabetes 0.4 0.6 2.4 0.7 0.4 1.5 0.5 0.6 0.1 -0.6
Glaucoma (self-reported) 1.3 1.5 3.6 -1.4 -1.1 -1.0 -0.8 -0.2 1.4 1.9
Gout (self-reported) 0.7 1.0 2.7 1.4 -0.1 -0.9 0.6 1.7 0.7 0.9
Hypothyroidism/myxoedema (self-reported) 0.9 1.8 7.3 -0.8 -1.7 -2.7 -1.1 -0.3 0.4 0.8
Medication: Amlodipine 0.8 1.2 3.1 -0.9 -1.0 -1.8 -0.7 -1.3 0.9 0.7
Medication: Ventolin 100micrograms inhaler 0.9 1.2 3.6 -1.9 -0.8 -0.9 -1.2 -0.6 0.4 1.1
Birth weight 0.2 0.5 1.4 -0.9 0.1 -1.2 0.5 0.7 0.4 0.7
Chronic bronchitis/emphysema (mother) 0.2 0.2 0.6 0.4 -0.2 0.3 0.8 -0.5 -0.4 -0.4
High blood pressure (siblings) 0.4 0.6 1.1 -0.5 -1.0 0.5 1.1 -0.6 -0.9 -0.4
Forced vital capacity (FVC), Best measure 0.5 2.0 6.2 -0.6 -0.3 -0.2 1.1 1.5 2.5 1.9
Body fat percentage 0.2 0.8 3.3 1.3 0.1 -0.1 1.8 0.4 -0.2 0.6
Leg fat percentage (right) 0.1 0.4 0.7 0.6 0.2 -0.7 0.8 0.3 -0.1 0.8
Arm fat-free mass (right) 0.3 1.5 4.7 -0.1 -0.2 -2.2 1.2 1.2 1.1 1.3
Exposure to tobacco smoke outside home 0.8 1.0 2.4 -1.1 -0.7 0.3 -1.5 -1.6 -0.7 -0.1
Comparative body size at age 10 0.4 1.2 2.5 1.1 0.0 0.4 1.3 1.6 1.2 1.2
Number of full brothers 0.4 0.5 1.9 -0.2 -1.4 0.6 -0.1 0.1 0.2 1.1
Worry too long after embarrassment 1.1 1.8 4.5 -0.5 -1.8 -2.1 -1.0 0.6 1.5 1.2
Seen a psychiatrist for nerves, anxiety, tension or depression 0.3 0.4 1.7 0.0 0.2 -0.1 0.3 0.2 -0.8 -1.3
Wheeze or whistling in the chest in last year 2.3 4.2 8.4 -2.0 -2.2 -2.9 -1.5 -0.2 2.1 2.2
Number of children fathered 0.6 0.7 2.2 0.8 1.5 -0.2 0.7 0.5 -1.0 0.0
Reason for reducing amount of alcohol drunk: Health precaution 0.9 1.1 3.9 0.9 -0.1 -0.6 0.4 -0.1 -1.5 -2.0
Age at first live birth 0.5 1.0 1.9 0.6 1.0 -0.2 1.1 1.4 0.8 1.3
Pulse wave peak to peak time 1.6 1.8 3.2 0.6 1.8 1.8 1.0 1.4 1.4 1.2
Health satisfaction 1.9 2.4 4.3 -2.0 -1.9 -1.5 -1.3 -0.5 2.1 0.9
Shortness of breath walking on level ground 0.5 0.6 1.6 0.4 -1.2 -0.7 1.0 0.5 0.7 0.3
Qualifications: College or University degree 0.7 2.3 6.7 -0.5 -0.3 -1.8 -0.1 0.4 2.3 2.6
Eye problems/disorders: None of the above 0.8 0.9 2.8 1.7 0.6 0.5 0.8 0.9 -0.8 -0.7
Mouth/teeth dental problems: Loose teeth 2.3 2.7 5.6 -2.4 -2.2 -0.9 -2.1 -1.6 -0.5 0.2
Emphysema/chronic bronchitis 0.5 0.6 1.2 -1.1 -1.1 -0.1 -0.8 -0.1 0.9 -0.5
Medication for pain relief, constipation, heartburn 2.6 4.4 6.1 2.2 2.3 2.5 1.9 2.1 2.0 1.5
Neck or shoulder pain in last month 2.0 2.8 5.7 -2.4 -1.8 -2.1 -1.1 -1.7 -1.2 -1.0
Medication: Blood pressure 0.1 0.2 0.8 -0.3 -0.3 -0.9 -0.0 -0.4 -0.1 0.4
Angina (self-reported) 2.4 3.1 4.9 -1.8 -2.2 -2.1 -2.2 -1.7 -1.2 -0.6
Migraine (self-reported) 1.3 1.6 3.3 -1.8 -1.0 -1.3 -1.1 -1.4 -0.5 -1.3
Medication: Ibuprofen 1.2 1.5 3.1 -1.7 -0.5 -1.7 -1.5 -1.0 -0.7 -0.6
Medication: Allopurinol 0.5 0.6 1.1 0.7 -0.8 -0.7 0.7 0.8 0.6 1.0
Medication: Omeprazole 0.2 0.3 0.8 -0.1 -0.9 0.8 -0.3 0.1 -0.6 -0.3
Medication: Seretide 50 evohaler 0.2 0.2 0.6 -0.2 -0.3 0.8 -0.7 0.4 -0.2 -0.6
Mean time to correctly identify matches 0.8 1.6 3.3 -0.3 -1.1 -0.8 -1.0 -1.6 -1.5 -1.8
Heart disease (mother) 0.5 0.7 1.9 -0.4 -1.4 0.6 -0.4 -1.2 -0.3 -0.6
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.9 1.1 2.9 -0.6 -1.6 -0.2 -1.7 -1.0 -0.8 -0.5
Whole body fat mass 0.2 1.0 3.8 1.2 0.4 -0.5 2.0 0.8 0.2 0.9
Leg fat mass (right) 0.3 1.1 3.2 1.0 0.5 -0.7 1.8 1.1 0.4 1.1
Arm predicted mass (right) 0.3 1.7 4.3 0.0 -0.1 -2.1 1.5 1.4 1.2 1.4
Pulse rate, automated reading 0.4 1.2 2.6 -1.4 -0.2 -1.6 -1.2 -1.2 -0.7 -0.1
Alcohol intake frequency. 0.3 0.8 1.6 -1.3 -0.8 0.2 -1.1 -0.1 0.5 1.2
Comparative height size at age 10 0.2 1.4 3.3 -1.5 -0.9 -0.9 -0.8 -0.0 1.8 1.4
Number of full sisters 0.9 1.0 2.5 -1.6 -0.3 -0.8 -1.3 -1.2 -0.8 -0.3
Suffer from ‘nerves’ 0.3 0.5 2.1 -0.4 -1.5 -0.7 0.2 -0.2 0.3 0.6
Overall health rating 2.0 4.2 7.8 -2.8 -2.5 -1.9 -1.9 -1.1 1.7 2.0
Chest pain or discomfort 2.2 3.2 8.3 -2.3 -2.2 -2.9 -1.3 -1.1 -0.3 0.8
Had major operations 0.6 0.7 1.6 0.2 0.9 0.3 1.3 0.8 0.6 1.2
Age at last live birth 0.3 0.5 1.2 0.1 0.7 -0.4 0.9 0.8 0.1 1.1
Family relationship satisfaction 2.6 3.2 6.7 -2.2 -2.1 -2.6 -1.1 -2.1 0.8 -0.5
Leg pain on walking 3.3 4.1 9.5 -3.1 -2.5 -2.0 -2.5 -1.7 0.4 -0.2
Qualifications: NVQ or HND or HNC or equivalent 1.3 1.6 4.1 -0.2 -0.1 0.4 -0.6 -1.7 -1.8 -2.0
Commuting to job workplace: Car/motor vehicle 0.9 1.0 3.5 0.3 1.9 1.5 1.0 0.1 -0.0 -0.1
Illness, injury, bereavement, stress in last 2 years 0.3 0.4 1.4 1.2 0.7 0.5 0.4 0.4 -0.0 -0.6
Medication: Aspirin 1.2 1.6 4.9 -1.3 -1.4 -2.2 -1.1 -1.1 -0.2 -0.1
Supplements: Vitamin C 1.1 1.3 4.5 -0.9 -0.2 -2.1 -0.6 0.3 0.7 1.7
Knee pain experienced in last month 1.5 2.4 6.2 -2.0 -1.5 -1.6 -0.8 -2.5 -0.3 -1.1
Hypertension (Self-reported) 0.5 1.4 3.7 -0.4 0.1 -1.6 0.3 -1.3 -1.9 -1.2
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 0.2 0.3 0.8 -0.0 -0.4 0.7 -0.9 0.0 -0.6 -0.5
Illnesses of father: Heart disease 0.9 1.3 5.5 0.5 -0.4 -0.9 1.2 0.0 -2.3 -0.9
Illnesses of siblings: Diabetes 0.2 0.2 0.4 -0.6 -0.6 -0.4 -0.6 -0.4 0.2 0.3
Smoking status: Previous 0.2 0.2 0.8 0.1 -0.7 -0.9 0.0 0.2 0.4 0.2
Forced expiratory volume in 1-second (FEV1), predicted 0.4 0.9 3.0 -0.2 -0.6 -0.8 1.0 1.0 1.7 0.6
Whole body fat-free mass 0.4 2.0 3.3 0.5 0.4 -1.7 1.8 1.5 1.6 1.6
Leg fat-free mass (right) 0.5 2.6 8.9 1.3 0.5 -0.9 3.0 1.8 1.3 1.4
Arm fat percentage (left) 0.4 1.7 5.7 1.8 0.8 0.6 2.4 0.8 0.2 1.1
Average weekly red wine intake 0.2 0.3 1.1 -0.1 -0.6 -1.0 -0.6 0.1 -0.1 -0.3
Handedness (chirality/laterality): Left-handed 2.5 3.0 6.3 2.5 1.4 1.3 1.8 2.5 0.8 1.1
Mood swings 1.1 2.0 4.9 -1.2 -1.4 -1.6 0.6 1.0 1.3 2.2
Loneliness, isolation 1.0 1.3 2.9 0.9 1.3 1.0 1.7 1.4 0.6 0.6
Long-standing illness, disability or infirmity 3.8 5.8 8.7 -2.9 -2.9 -2.9 -2.8 -0.9 1.9 1.7
Ever had bowel cancer screening 0.9 1.0 3.8 -0.4 0.4 -1.2 -2.0 0.4 0.6 1.1
Diabetes diagnosed by doctor 1.9 3.1 5.6 -2.2 -2.4 -2.4 -1.8 -1.0 0.5 1.2
Ever had stillbirth, spontaneous miscarriage or termination 1.0 1.1 3.1 -0.9 0.9 -0.7 -0.1 0.5 1.4 1.8
Friendships satisfaction 0.6 0.7 2.6 -0.6 -0.9 -0.8 -0.1 -0.8 1.6 0.4
Qualifications: nursing, teaching 0.8 1.3 3.0 1.7 1.4 -0.4 1.7 1.1 -0.3 -0.2
Commuting to job workplace: Walk 1.2 1.2 4.4 -0.4 -0.8 -1.1 -0.3 0.8 2.1 1.3
Eye problems/disorders: Cataract 0.7 0.8 2.2 -0.2 -0.3 -0.9 0.6 0.3 1.4 1.5
Mouth/teeth dental problems: Mouth ulcers 0.1 0.1 0.4 0.1 -0.4 -0.3 -0.1 -0.1 -0.6 0.1
Medication for cholesterol 0.4 0.7 1.8 -0.5 -0.2 1.4 -0.9 -0.3 -0.9 -0.9
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.5 0.6 1.4 -0.9 -0.4 -0.8 -0.5 -0.8 -1.2 -0.5
Back pain experienced in last month 0.4 0.6 1.1 -1.0 -0.3 -0.0 -1.1 0.3 1.0 0.7
Mineral and other dietary supplements 0.6 0.9 2.3 1.0 0.5 0.4 1.1 0.3 -1.0 -1.5
Breast cancer (self-reported) 0.2 0.3 0.9 -0.1 -1.0 -0.0 -0.4 -0.1 -0.5 -0.8
Asthma (self-reported) 0.7 1.5 4.0 -0.9 -2.0 -1.2 -1.7 -0.4 1.0 0.3
Osteoporosis (self-reported) 2.7 3.4 5.8 1.6 2.0 1.8 0.1 2.4 2.1 1.9
Osteoarthritis (self-reported) 2.8 3.6 8.5 -2.3 -2.9 -2.6 -1.4 -1.5 -0.6 -0.3
Medication: Aspirin 1.4 1.8 6.0 -1.2 -1.6 -2.5 -1.1 -1.2 -0.4 0.1
Medication: Gliclazide 1.8 2.1 4.7 -1.8 -2.2 -1.0 -1.9 -0.8 0.4 1.1
Illnesses of father: None of the above (group 1) 0.3 0.4 1.7 0.0 0.4 -0.3 -1.3 -0.7 0.5 -0.3
Smoking status: Current 0.9 1.4 3.1 -1.8 -0.2 0.2 -1.4 -1.1 -1.6 -0.9
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.1 0.1 0.3 -0.5 -0.1 0.3 -0.5 0.0 0.4 0.1
Whole body water mass 0.4 2.2 3.4 0.5 0.5 -1.6 1.9 1.7 1.7 1.7
Leg predicted mass (right) 0.5 2.6 8.6 1.4 0.5 -0.9 2.9 1.7 1.2 1.4
Arm fat mass (left) 0.4 1.5 5.4 1.6 0.9 -0.0 2.3 0.9 0.3 1.1
Number of self-reported non-cancer illnesses 3.5 6.1 14.6 -2.7 -2.6 -3.8 -1.6 -0.5 2.5 2.2
Average weekly champagne plus white wine intake 0.7 0.9 3.6 0.6 0.2 -0.5 0.2 -0.2 1.9 1.4
Miserableness 0.7 1.2 2.7 -0.6 -1.6 -0.8 0.3 0.7 1.3 1.6
Guilty feelings 1.0 1.5 4.1 -1.3 -2.0 -1.4 -0.2 -1.0 1.2 0.5
Wears glasses or contact lenses 0.9 1.0 4.2 -0.9 -0.5 -0.7 -2.0 -0.3 0.5 1.0
Ever taken oral contraceptive pill 1.3 1.4 4.1 1.4 2.0 0.7 0.9 1.4 -0.2 -0.8
Hearing aid user 1.7 1.9 3.1 -1.5 -0.5 -1.7 -1.3 0.0 1.7 1.8
Mother’s age at death 0.5 0.6 2.1 -0.2 -0.9 -1.5 -0.3 -0.8 -0.5 -0.8
Financial situation satisfaction 1.4 1.7 3.5 -1.9 -1.8 -0.8 -1.0 -1.6 0.7 -0.4
Tinnitus: Yes, now most or all of the time 0.3 0.4 0.8 -0.7 -0.4 0.9 -0.7 -0.8 0.3 -0.0
Commuting to job workplace: Public transport 1.0 1.2 2.7 1.4 -0.9 -1.7 1.3 1.0 0.1 0.5
Eye problems/disorders: Glaucoma 0.5 0.5 1.9 -0.8 0.4 -0.4 -0.4 0.3 0.8 1.4
Medication: Blood pressure 0.2 0.5 1.0 0.4 0.2 -0.8 0.6 -0.6 -0.8 -1.0
Pain type(s) experienced in last month: Hip pain 2.6 3.3 8.0 -2.8 -2.2 -2.4 -0.8 -1.9 -0.6 -0.2
Supplements: Fish oil (including cod liver oil) 1.0 1.3 4.9 -0.3 -0.6 -0.3 -0.4 0.8 1.6 2.2
High cholesterol (Self-reported) 0.8 1.5 3.9 -2.0 -0.5 -1.5 -0.3 -1.7 -0.8 -0.6
Medication: Bendroflumethiazide 0.1 0.1 0.5 -0.2 0.1 -0.1 0.3 -0.5 -0.1 0.7
Medication: Paracetamol 1.3 2.0 5.3 -2.3 -1.1 -0.9 -1.4 -1.9 -0.8 -0.9
Medication: Lisinopril 1.5 2.0 5.2 0.7 2.3 1.9 1.3 1.6 -0.1 0.7
Medication: Atorvastatin 1.5 1.9 4.2 -2.1 -1.5 -1.1 -1.8 -1.3 -0.8 -0.3
Illnesses of father: High blood pressure 1.3 1.7 5.7 -1.3 -2.4 -0.8 -0.1 -1.0 -1.5 -0.7
Alcohol drinker status: Never 0.6 0.7 1.4 -0.5 -1.2 0.2 -0.7 -1.1 -1.1 -0.6
Ever smoked 0.9 1.7 4.1 -2.0 -0.8 -1.6 -1.5 -1.1 -0.7 -0.3
Basal metabolic rate 0.4 2.1 4.1 0.6 0.5 -1.5 2.0 1.6 1.5 1.7
Leg fat percentage (left) 0.1 0.5 1.9 0.9 0.0 -0.5 1.4 0.3 -0.2 0.6
Arm fat-free mass (left) 0.3 1.3 3.6 0.2 0.4 -1.9 1.4 1.2 0.7 1.0
Number of operations (self-reported) 0.4 0.6 1.8 -1.0 -0.7 -0.7 -0.4 -0.6 -1.3 -0.4
Average weekly beer plus cider intake 0.1 0.2 0.4 -0.1 -0.5 0.0 0.3 -0.1 -0.5 0.7
Irritability 2.0 3.4 7.7 -2.8 -2.0 -2.3 -2.1 -0.5 0.3 1.4
Risk taking 6.1 8.9 13.2 -2.8 -3.3 -3.6 -2.6 -3.4 -2.7 -2.2
Ever had prostate specific antigen (PSA) test 0.3 0.4 1.2 0.4 0.2 0.7 0.0 0.6 0.4 1.1
Fractured/broken bones in last 5 years 1.2 1.6 3.4 -1.4 -1.9 -0.7 -1.3 -1.1 -0.2 -1.5
Age started oral contraceptive pill 0.4 0.5 1.1 -0.8 -0.2 -1.0 -1.1 -0.5 -0.1 -0.6
Diastolic blood pressure, automated reading 0.5 1.6 4.6 1.3 1.0 -0.5 1.4 1.3 -2.1 -0.6
Ever depressed for a whole week 0.1 0.2 0.6 -0.2 -0.7 -0.7 -0.1 0.0 -0.2 0.3
Unable to work because of sickness or disability 0.7 0.9 1.8 -0.8 -0.2 -0.1 -1.3 -0.7 -1.2 -1.4
Commuting to job workplace: Cycle 0.1 0.1 0.3 0.3 0.5 0.5 -0.1 0.3 -0.0 0.2
Myopia 0.4 0.6 2.6 0.2 0.4 -0.4 0.7 0.1 1.6 0.7
Vascular/heart problems diagnosed by doctor 0.4 1.0 4.2 0.6 0.3 2.0 -0.2 0.8 1.2 0.5
Cholesterol lowering medication 0.3 0.4 1.0 -0.5 -0.5 -1.0 0.8 -0.4 0.1 0.5
Medication: Omeprazole (e.g. Zanprol) 0.2 0.2 0.7 -0.2 -0.8 0.4 -0.6 0.2 -0.3 0.3
Pain experienced in last month 2.4 4.0 9.2 3.0 2.8 1.9 1.7 2.0 0.4 0.5
Supplements: Calcium 0.5 0.5 2.2 -0.5 0.1 1.5 -0.2 0.4 0.7 0.7
Basal cell carcinoma (self-reported) 2.4 2.8 10.3 1.7 1.5 3.2 0.9 1.4 -1.3 -0.5
Heart attack/myocardial infarction (self-reported) 0.3 0.3 0.5 0.7 -0.3 0.4 -0.5 0.7 -0.7 -0.7
Deep venous thrombosis (DVT) (self-reported) 2.1 2.7 9.1 -0.8 0.2 -0.3 0.1 0.6 3.0 3.0
Heart disease (siblings) 0.1 0.1 0.3 0.1 -0.4 0.3 0.6 -0.2 0.1 0.2
Alcohol drinker status: Previous 0.7 0.8 3.1 -1.8 -0.7 -0.4 -1.3 0.1 0.0 -0.1
Pack years of smoking 0.4 0.6 2.1 0.3 1.4 0.6 0.3 0.3 0.7 1.1
Impedance of whole body 0.3 1.5 4.2 -1.1 -2.0 0.7 -1.6 -1.1 0.7 -0.4
Leg fat mass (left) 0.3 1.1 4.0 1.1 0.4 -0.6 2.0 1.0 0.3 1.0
Arm predicted mass (left) 0.3 1.7 3.7 0.6 0.8 -1.7 1.9 1.6 0.8 1.2