Hub : Genes

PPAPDC1B

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 CommonMind Brain Pre-frontal Cortex 0.0470 0.0270 8.0e-03 0.011 0.013 0.017 0.017 0.009 1.6e-02 9.6e-03 2.9e-03 3.5e-03 2.3e-02
2 GTEx Artery Tibial 0.0899 0.0429 8.0e-03 -0.003 NA -0.001 NA -0.003 8.4e-01 NA 3.9e-01 NA 7.7e-01
3 GTEx Testis 0.1050 0.0460 5.0e-03 0.024 NA -0.006 NA 0.067 2.9e-02 NA 8.9e-01 NA 6.6e-04
4 ROSMAP Brain Pre-frontal Cortex 0.0561 0.0165 1.4e-08 0.082 0.083 0.086 0.085 0.084 1.0e-10 8.4e-11 4.0e-11 4.8e-11 6.0e-11
5 TCGA Kidney Renal Clear Cell Carcinoma 0.0171 0.0156 9.9e-03 0.005 0.008 0.002 NA 0.001 8.3e-02 4.2e-02 1.6e-01 NA 2.2e-01
6 TCGA Pancreatic Adenocarcinoma 0.1380 0.1550 9.7e-04 0.061 0.067 0.081 NA 0.077 1.5e-03 9.2e-04 2.7e-04 NA 4.0e-04

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6
Bipolar Disorder (2018) 8.1 12.8 26.0 -2.6 0.1 0.0 -4.5 -5.1 -4.9
Bipolar Disorder or Schizophrenia 7.9 19.2 43.4 -2.2 -0.0 0.0 -5.7 -6.6 -5.8
Depressed Affect (Nagel 2018) 0.1 0.2 0.4 -0.1 0.5 -0.6 0.4 0.4 0.5
Depression (Nagel 2018) 0.2 0.3 0.8 -0.0 -0.3 0.6 0.4 0.6 0.9
Intelligence (Savage-Jansen 2018) 0.8 2.4 3.9 -1.2 -1.6 -1.6 -1.8 -2.0 -0.8
Neuroticism (Nagel 2018) 1.2 2.8 5.2 -1.1 -0.2 -2.3 -2.0 -1.9 -1.7
Schizophrenia (2018) 3.7 7.7 18.8 -0.7 -0.1 0.0 -3.7 -4.3 -3.6
Schizophrenia vs Biploar Disorder 0.1 0.2 0.3 0.6 -0.0 0.0 -0.5 -0.6 -0.4
Worry (Nagel 2018) 1.6 3.4 4.8 -2.1 -0.7 -1.8 -2.1 -2.2 -1.7
Alzheimer’s Disease (in mother) 0.3 0.3 0.7 0.7 -0.4 -0.1 0.7 0.9 0.1
Alzheimer’s Disease (in father) 0.6 0.6 2.4 -1.0 -1.6 0.0 -0.0 0.1 -0.5
Alzheimer’s Disease (including proxy) 0.2 0.3 1.2 -0.5 -1.1 -0.1 0.1 0.3 -0.5
Crohns Disease (2017) 1.4 3.0 5.9 -2.4 1.0 -0.5 -1.4 -2.2 -2.0
Irritable Bowel Disease (IBD) 2.1 5.0 9.0 -2.5 1.0 -0.9 -2.3 -3.0 -2.8
Ulcerative Colitis (UC) 1.8 3.3 6.3 -1.6 0.6 -0.7 -2.1 -2.4 -2.5
Major Depression (MDD) 0.7 0.8 2.1 -1.0 0.1 0.0 -1.2 -1.4 -0.5
Reaction Time 0.7 1.3 3.0 -1.5 0.0 -1.4 -0.5 -0.7 -1.7
Verbal and Numeric Reasoning (VNR) 0.4 0.9 3.6 -0.6 -1.9 -1.0 -0.5 -0.4 -0.1
Breast Cancer 0.7 1.8 7.8 0.2 2.8 0.0 -1.3 -0.7 -0.8
Ovarian Cancer 0.5 0.7 1.6 0.6 -1.0 -1.3 -0.6 -0.5 -0.9
Prostate Cancer 0.4 0.5 1.5 -1.1 1.2 -0.2 0.2 0.3 0.5
Age at First Birth 0.5 0.7 1.5 0.4 -0.8 -0.6 1.0 1.2 0.8
Bipolar Disorder (2011) 0.2 0.2 0.7 0.0 0.0 0.0 0.0 -0.8 -0.6
Body Mass Index (BMI) (2010) 0.3 0.4 1.0 1.0 0.2 0.2 -0.6 -0.8 -0.5
Coronary Artery Disease (CAD) 0.1 0.1 0.3 -0.1 0.0 0.0 -0.3 -0.4 0.5
Crohns Disease (2012) 1.1 1.8 3.8 -1.3 0.1 0.0 -1.3 -1.9 -2.0
Mean Putamen Volume 4.2 4.8 8.9 0.2 -1.2 -3.0 -3.0 -2.8 -1.4
Fasting Glucose 0.1 0.2 0.3 -0.4 0.6 0.3 0.3 0.4 0.4
HbA1C 0.9 1.0 3.3 -0.3 1.8 -0.4 0.1 0.1 1.6
HDL Cholesterol 0.1 0.1 0.2 0.1 -0.3 -0.0 -0.3 -0.4 -0.5
LDL Cholesterol 0.1 0.2 0.4 0.6 -0.6 0.4 0.3 0.6 0.1
Lupus 1.0 1.5 2.4 -0.8 -1.0 -1.5 -1.3 -1.4 -1.4
Neuroticism (2016) 0.9 1.3 3.6 -0.2 1.9 0.4 -1.3 -1.4 -0.5
Primary Biliary Cirrhosis 0.0 0.1 0.2 -0.1 -0.1 0.4 0.0 0.3 -0.3
Rheumatoid Arthritis 0.9 1.2 3.0 0.8 -0.5 -0.2 -1.3 -1.2 -1.7
Schizophrenia (2014) 4.0 8.8 21.4 -1.3 0.3 0.0 -4.0 -4.6 -3.7
Triglycerides 0.2 0.3 0.6 0.2 -0.8 0.8 0.1 0.1 0.7
Type 2 Diabetes (T2D) (2012) 0.5 0.6 1.8 -1.3 -0.4 0.0 -0.6 -0.5 -1.0
Ulcerative Colitis 1.4 2.1 4.2 -1.4 -0.1 0.0 -2.0 -2.1 -1.5
Blood Eosinophil Count 0.3 2.6 9.8 -0.5 2.3 -0.1 0.1 0.3 3.1
Blood Platelet Count 0.1 1.2 4.8 2.2 0.1 0.9 0.4 0.3 1.2
Blood Red Count 0.4 3.4 6.9 -1.5 -1.2 -1.8 -2.3 -2.6 -1.3
Blood White Count 0.6 4.2 12.6 0.9 1.5 0.0 2.2 2.2 3.5
Heel T-Score 0.7 5.4 10.8 1.7 1.6 -0.3 2.5 3.1 3.3
BMI 0.3 1.9 3.8 -0.9 -0.2 -1.8 -1.8 -2.0 -0.7
Height 1.3 25.8 44.5 -1.0 -2.6 -4.7 -6.2 -6.7 -6.5
Waist Hip Ratio (WHR) 0.2 0.8 1.5 -1.2 -1.0 0.8 0.7 1.0 0.2
Systolic Blood Pressure 6.1 30.5 56.1 2.0 2.2 5.1 7.3 7.5 6.2
Smoking Status 0.8 1.8 4.8 -0.3 0.2 -1.3 -2.2 -1.8 -1.1
Allergy or Eczema 3.4 9.0 13.1 2.1 3.0 2.5 3.6 3.6 3.0
Cardiovascular Disease 1.2 3.9 7.5 -0.2 -0.8 1.9 2.7 2.5 2.3
Hypothyroidism (self reported) 2.7 6.2 13.3 -1.9 -0.9 -1.5 -3.2 -3.6 -2.5
Respiratory disease 0.4 1.0 2.6 0.3 0.1 0.6 1.5 1.6 0.7
Type 2 Diabetes (T2D) (2018) 0.2 0.4 1.4 -0.2 -0.9 1.2 0.1 0.0 -0.4
Lung FEV1/FVC ratio 0.1 0.6 1.0 -1.0 -0.9 -0.9 -0.6 -0.8 -0.4
Lung FVC 2.9 14.6 20.4 4.4 1.3 3.0 4.5 4.1 4.4
Neuroticism 1.5 3.7 8.4 -2.9 0.3 -2.1 -2.2 -1.9 -1.0
Chronotype (morning person) 0.4 0.8 3.0 -1.7 -0.7 0.8 0.1 -0.2 0.9
Hair Pigment 0.1 1.8 7.4 -2.7 0.7 0.6 -0.8 -0.9 -1.1
Tanning 0.3 3.1 7.9 0.7 0.6 1.5 2.2 1.8 2.8
Hand grip strength (left) 0.1 0.2 0.7 0.8 -0.5 0.2 -0.2 -0.5 -0.2
Number of treatments/medications taken 1.0 1.9 2.6 1.6 1.6 1.4 1.6 1.2 0.6
Average weekly spirits intake 7.3 9.1 15.2 -1.1 -1.7 -3.2 -3.9 -3.8 -3.3
Sensitivity / hurt feelings 0.3 0.4 1.1 -1.1 -0.4 -0.3 -0.6 -0.6 -0.7
Frequency of depressed mood in last 2 weeks 0.2 0.3 0.7 -0.8 0.4 0.3 0.2 0.5 0.7
Hearing difficulty/problems: Yes 6.5 9.9 15.5 -0.9 -2.6 -2.9 -3.6 -3.9 -3.9
Relative age of first facial hair 0.0 0.0 0.1 -0.1 0.3 0.2 0.3 0.2 0.1
Other serious medical condition/disability diagnosed by doctor 0.3 0.4 1.9 0.3 -0.3 -0.0 -0.4 -0.6 -1.4
Ever used hormone-replacement therapy (HRT) 0.3 0.3 0.8 -0.2 0.9 0.7 -0.7 -0.3 -0.4
Ever had hysterectomy (womb removed) 0.4 0.4 0.9 -0.2 -0.9 -0.1 -0.8 -1.0 -0.5
Systolic blood pressure, automated reading 3.1 9.0 17.3 0.1 1.4 3.0 4.2 4.1 3.0
Eye problems/disorders: Diabetes related eye disease 0.9 1.0 1.8 0.3 1.2 1.2 1.3 1.0 -0.2
Angina 0.3 0.4 1.2 -0.2 1.1 0.3 0.6 0.7 0.0
Medication for hormone replacement therapy 0.4 0.5 1.5 0.4 0.9 0.2 -1.2 -0.5 -0.4
Vitamin and mineral supplements 0.6 0.8 2.1 0.5 -0.2 1.4 0.7 0.9 0.9
Supplements: Zinc 0.8 0.9 2.3 -1.5 -1.0 -0.5 -0.8 -0.8 -0.8
Medication: Co-codamol 0.2 0.3 1.0 0.3 0.3 1.0 0.3 0.6 0.1
Medication: Metformin 0.1 0.1 0.3 -0.3 -0.1 0.1 -0.4 -0.6 -0.4
Diabetes (father) 2.1 2.6 4.8 1.4 -0.7 2.0 2.2 1.9 0.9
Diabetes (mother) 0.1 0.2 0.3 0.2 0.5 0.5 0.4 0.2 -0.5
Severe depression (siblings) 0.7 0.8 2.2 -0.3 0.4 -0.4 -1.2 -1.5 -0.7
Pack years adult smoking proportion 0.4 0.6 1.3 0.6 0.8 -0.3 -1.2 -1.0 -0.5
Impedance of leg (right) 4.6 22.5 39.1 2.1 2.9 5.1 6.2 6.3 4.3
Leg fat-free mass (left) 2.9 15.6 27.9 -0.7 -2.3 -4.4 -5.1 -5.3 -3.8
Trunk fat percentage 0.3 1.3 3.3 0.5 0.8 0.3 1.4 1.3 1.8
Hand grip strength (right) 0.3 0.8 1.3 -0.7 -0.6 -0.9 -0.9 -1.1 -1.0
Townsend deprivation index at recruitment 0.2 0.2 0.8 -0.1 0.1 0.9 0.4 0.5 0.3
Current tobacco smoking 0.8 1.3 2.9 -0.6 -0.6 -1.1 -1.7 -1.6 -0.5
Average weekly fortified wine intake 0.4 0.5 2.3 -0.5 -0.6 -1.5 -0.1 -0.4 -0.1
Maternal smoking around birth 0.6 0.9 2.0 -1.0 -0.2 -1.1 -1.2 -1.4 -0.3
Fed-up feelings 0.7 1.3 1.9 1.1 0.5 1.0 1.4 1.2 1.3
Frequency of unenthusiasm / disinterest in last 2 weeks 0.1 0.2 0.4 0.2 -0.6 0.6 -0.3 -0.2 -0.3
Relative age voice broke 0.4 0.6 3.0 1.7 -0.5 -0.3 0.0 -0.3 -0.6
Taking other prescription medications 0.9 1.4 4.2 -0.6 1.1 0.9 -0.9 -1.1 -2.0
Age when periods started (menarche) 0.6 1.4 3.0 1.6 1.7 0.3 0.8 1.2 0.5
Bilateral oophorectomy (both ovaries removed) 0.6 0.7 2.3 0.6 -1.2 -1.5 0.2 -0.0 -0.2
Heel bone mineral density (BMD) T-score, automated (left) 1.4 3.1 5.1 2.0 0.9 1.4 2.0 2.3 1.7
Tinnitus: Yes, but not now, but have in the past 0.8 0.9 3.4 0.2 0.1 1.8 1.0 0.9 0.0
Qualifications: CSEs or equivalent 1.9 2.5 4.1 0.3 2.0 1.2 1.8 1.6 1.8
Serious illness, injury or assault to yourself 0.7 0.8 3.4 0.3 -0.5 1.9 0.5 0.5 -0.9
High blood pressure 0.8 2.3 4.7 0.3 0.8 1.4 2.2 2.2 1.4
Hayfever, allergic rhinitis or eczema 2.1 4.6 6.2 1.9 1.9 2.1 2.5 2.3 2.2
Multivitamins +/- minerals 0.6 0.8 2.4 -0.2 0.3 -1.6 -0.7 -1.0 -0.7
Stomach or abdominal pain in last month 0.6 0.8 1.5 0.9 -0.6 -0.6 -1.2 -1.2 -0.6
Supplements: Glucosamine 2.2 2.9 6.5 0.5 0.9 1.0 2.5 1.9 2.2
Diverticular disease/diverticulitis (self-reported) 0.3 0.4 1.0 1.0 -0.2 1.0 0.0 -0.1 -0.5
Medication: Atenolol 2.1 2.7 4.6 1.3 0.0 2.1 1.9 1.9 1.6
Medication: Levothyroxine sodium 2.6 4.4 8.8 -2.7 -0.9 -0.4 -2.5 -3.0 -1.8
Sitting height 0.2 1.3 4.2 2.1 -0.7 0.9 1.1 0.8 0.7
Chronic bronchitis/emphysema (father) 0.3 0.4 0.9 0.2 -0.4 -1.0 -0.8 -0.6 -0.5
High blood pressure (mother) 3.9 5.4 12.0 -0.3 1.9 3.5 2.5 2.7 1.7
Body mass index (BMI) 0.3 1.5 3.0 -0.2 -0.5 -1.7 -1.5 -1.7 -0.6
Impedance of leg (left) 4.4 21.4 37.2 1.7 2.7 5.0 6.1 6.1 4.3
Leg predicted mass (left) 3.0 15.6 28.0 -0.7 -2.3 -4.4 -5.1 -5.3 -3.8
Trunk fat mass 0.0 0.2 0.8 0.4 -0.0 -0.9 -0.2 -0.4 0.3
Waist circumference 0.4 1.5 2.5 -0.5 -0.9 -1.3 -1.6 -1.5 -1.1
Number of incorrect matches in round 0.7 1.1 3.0 1.7 0.3 -1.4 -0.7 -1.1 -0.3
Past tobacco smoking 0.1 0.1 0.3 -0.5 0.2 -0.3 0.2 -0.4 0.0
Alcohol usually taken with meals 1.8 3.0 6.1 1.2 -0.9 0.5 2.2 2.5 2.1
Nervous feelings 0.0 0.0 0.1 -0.2 0.2 -0.1 -0.1 -0.3 0.0
Frequency of tenseness / restlessness in last 2 weeks 0.5 0.8 1.6 -1.1 -0.4 -0.2 -1.1 -0.8 -1.3
Hearing difficulty/problems with background noise 4.3 6.9 13.6 -0.3 -1.8 -2.7 -3.0 -2.9 -3.7
Hair/balding pattern: Pattern 2 1.6 2.0 5.2 1.1 1.0 0.7 1.6 1.3 2.3
Had menopause 0.5 0.6 1.1 0.8 0.6 1.1 0.5 1.0 -0.1
Had other major operations 0.6 0.7 1.2 0.5 0.7 1.1 1.1 0.9 0.4
Forced vital capacity (FVC) 0.7 2.6 8.4 2.9 -0.2 1.3 1.6 1.2 1.2
Heel bone mineral density (BMD) T-score, automated (right) 0.8 1.8 4.4 0.9 0.1 0.9 1.6 2.1 1.4
Ever unenthusiastic/disinterested for a whole week 0.4 0.5 1.3 0.6 1.1 0.8 0.1 0.4 0.7
Qualifications: None of the above 0.3 0.6 2.6 0.0 1.6 1.0 0.2 0.3 -0.3
Financial difficulties in last 2 years 1.1 1.4 4.8 0.7 2.2 -0.4 0.1 0.8 1.6
Mouth/teeth dental problems 0.3 0.5 1.9 0.2 0.8 1.4 0.3 0.0 0.3
Heart attack 0.6 0.7 3.7 0.2 1.9 -0.8 -0.1 0.0 -0.0
Allergy 1.6 3.6 4.5 -1.7 -1.3 -2.0 -2.1 -2.0 -2.1
Pain all over the body in last month 0.4 0.4 0.8 0.3 0.9 0.8 0.3 0.5 0.8
Diabetes (self-reported) 1.2 1.8 3.6 -1.0 -0.8 -0.0 -1.6 -1.7 -1.9
Hayfever/allergic rhinitis (self-reported) 0.1 0.1 0.3 0.1 0.3 -0.2 0.5 0.3 0.5
Medication: Ramipril 2.0 2.5 5.0 0.8 -0.7 1.9 2.2 2.2 0.7
Medication: Simvastatin 0.3 0.4 1.4 0.7 1.2 0.3 0.5 0.1 0.5
Fluid intelligence score 0.3 0.7 2.2 -0.9 -1.5 -1.0 -0.4 -0.4 0.1
Illnesses of siblings 0.3 0.4 1.2 -0.0 0.5 -0.8 -0.1 -0.1 1.1
Neuroticism score 1.1 2.3 3.8 -1.4 -1.0 -1.5 -2.0 -1.8 -1.3
Weight 1.0 5.0 9.1 0.3 -1.3 -2.7 -2.8 -3.0 -2.0
Impedance of arm (right) 2.3 10.5 18.9 0.9 0.5 3.9 4.0 4.3 3.4
Arm fat percentage (right) 0.1 0.3 1.2 0.2 -0.0 -0.0 0.5 0.5 1.1
Trunk fat-free mass 3.0 17.2 29.8 -0.1 -2.5 -4.4 -5.2 -5.5 -4.6
Hip circumference 0.5 2.1 3.8 0.2 -0.8 -1.6 -1.8 -1.9 -1.4
Time employed in main current job 0.2 0.2 1.0 -1.0 0.2 0.1 -0.1 -0.2 -0.3
Alcohol intake versus 10 years previously 0.4 0.5 1.7 1.3 -0.0 1.1 -0.2 -0.3 -0.5
Father’s age at death 0.5 0.7 2.0 -1.4 -0.0 0.7 0.9 0.9 -0.4
Worrier / anxious feelings 0.5 1.0 2.3 0.0 -1.5 -1.4 -0.8 -0.9 -0.6
Frequency of tiredness / lethargy in last 2 weeks 0.5 0.8 1.7 1.0 -0.8 -1.3 -0.8 -0.4 0.4
Falls in the last year 0.7 1.0 2.8 -0.2 1.0 -0.7 -1.7 -1.2 -0.4
Hair/balding pattern: Pattern 3 1.6 2.4 4.8 -0.5 -0.9 -1.7 -1.8 -1.6 -2.2
Number of live births 0.3 0.5 1.3 -1.1 -1.1 -0.5 0.4 0.2 -0.1
Forced expiratory volume in 1-second (FEV1) 0.6 2.0 5.7 2.4 -0.8 1.3 1.5 1.0 0.9
Pulse rate 0.7 1.2 2.1 1.2 -1.5 0.8 1.0 0.8 1.1
Happiness 0.9 1.1 2.4 -0.3 0.1 1.6 1.1 1.5 0.7
Noisy workplace 1.3 1.6 4.2 2.0 0.8 -0.7 -1.4 -1.3 -1.0
Qualifications: A levels/AS levels or equivalent 0.4 0.9 2.0 -1.2 -0.3 0.9 0.6 0.8 1.4
Serious illness, injury or assault of a close relative in last 2 years 0.8 1.0 1.7 -0.9 0.2 0.8 1.3 1.0 1.3
Mouth/teeth dental problems: Dentures 0.4 0.7 1.6 1.2 -1.3 -0.2 0.5 0.9 0.0
Asthma 1.3 2.5 4.3 1.7 1.0 1.2 1.9 2.1 1.3
Medication: Ibuprofen (e.g. Nurofen) 0.4 0.5 0.9 0.5 0.7 0.3 0.8 1.0 0.6
Medication: Cholesterol lowering 0.4 0.7 3.6 0.1 1.9 -0.5 0.3 0.1 -0.3
Depression (self-reported) 0.1 0.1 0.3 0.1 0.3 0.5 -0.0 0.0 -0.3
Medication: Lansoprazole 0.4 0.4 2.3 0.2 1.5 0.5 -0.2 -0.2 0.2
Prospective memory result 0.1 0.2 0.5 0.7 -0.1 0.6 -0.2 -0.1 -0.3
Lung cancer (father) 1.1 1.3 2.4 0.9 -1.6 0.6 -1.3 -1.1 -1.1
Illnesses of mother 6.2 7.6 13.0 -0.7 -1.8 -2.9 -3.4 -3.6 -3.0
Forced expiratory volume in 1-second (FEV1), Best measure 0.3 0.8 2.3 1.5 -0.3 1.1 0.8 0.3 0.9
Pulse wave Arterial Stiffness index 0.9 1.0 2.7 0.2 -1.6 -0.3 -1.3 -1.2 -0.5
Impedance of arm (left) 2.6 12.3 22.3 0.6 0.9 3.9 4.5 4.7 3.9
Arm fat mass (right) 0.3 1.1 2.8 0.2 -0.8 -1.7 -1.2 -1.3 -0.4
Trunk predicted mass 3.0 17.2 29.5 -0.1 -2.5 -4.4 -5.2 -5.4 -4.6
Standing height 0.7 6.8 10.1 1.3 -2.0 -2.5 -2.9 -3.1 -3.2
Length of working week for main job 0.6 0.6 2.4 -1.5 -0.3 0.4 -0.5 -0.6 -0.7
Exposure to tobacco smoke at home 0.5 0.5 2.3 -0.8 -0.4 -1.5 -0.0 0.2 0.1
Breastfed as a baby 0.7 0.9 2.8 1.1 1.7 -0.1 0.6 0.8 0.6
Tense / ‘highly strung’ 4.1 6.8 12.5 -2.3 0.7 -2.3 -3.5 -3.5 -2.1
Seen doctor (GP) for nerves, anxiety, tension or depression 0.8 1.2 2.0 -0.8 0.5 -1.3 -1.3 -1.4 -1.1
Hair/balding pattern: Pattern 4 0.3 0.8 1.5 1.1 -0.1 0.6 1.2 1.2 -0.2
Birth weight of first child 0.1 0.3 0.8 -0.6 0.9 0.4 0.5 0.2 0.1
Peak expiratory flow (PEF) 0.7 1.7 3.1 0.8 -1.8 -1.2 -1.3 -1.3 -1.1
Pulse wave reflection index 0.8 0.9 2.1 -0.5 -1.2 -0.5 -1.4 -1.1 -0.5
Ever highly irritable/argumentative for 2 days 1.4 1.7 3.1 -0.7 -0.8 -0.6 -1.8 -1.7 -1.7
Loud music exposure frequency 0.7 0.8 1.9 -1.1 1.4 0.7 0.3 0.4 0.8
Qualifications: O levels/GCSEs or equivalent 0.7 1.2 2.5 0.5 0.3 1.0 1.3 1.1 1.6
Mouth/teeth dental problems: Bleeding gums 0.2 0.3 0.6 -0.6 -0.8 -0.4 -0.4 -0.4 0.5
Blood clot in the leg (DVT) 0.4 0.5 1.4 0.4 -1.1 -1.2 -0.4 -0.2 0.2
Medication: Paracetamol 2.0 3.2 6.0 1.1 -0.2 1.9 2.5 2.5 1.6
Headache pain in last month 0.8 1.4 2.6 0.9 -1.4 -0.1 -1.0 -1.4 -1.6
Medication for cholesterol, blood pressure or diabetes 0.6 1.0 1.8 -0.8 -1.3 -0.1 -1.3 -1.1 -0.7
Glaucoma (self-reported) 0.4 0.4 0.9 1.0 0.2 0.7 0.6 0.8 0.4
Gout (self-reported) 0.9 1.2 2.1 -0.9 -0.4 -1.0 -1.5 -1.4 -1.0
Hypothyroidism/myxoedema (self-reported) 3.2 6.2 14.4 -1.6 -1.0 -1.3 -3.1 -3.8 -2.7
Medication: Amlodipine 3.2 4.5 6.5 1.6 2.5 1.5 2.5 2.6 1.8
Medication: Ventolin 100micrograms inhaler 0.3 0.3 0.9 1.0 0.5 0.5 0.3 0.3 -0.7
Birth weight 0.3 0.6 1.5 0.7 1.2 -0.3 -0.5 -0.6 -0.9
Chronic bronchitis/emphysema (mother) 0.9 1.1 2.3 0.4 -0.3 0.7 1.5 1.2 1.4
High blood pressure (siblings) 0.6 0.8 3.4 0.0 0.0 1.8 0.8 0.9 0.1
Forced vital capacity (FVC), Best measure 0.4 1.3 5.1 2.3 -0.2 1.1 0.6 0.3 1.0
Body fat percentage 0.5 2.0 4.5 0.4 0.7 0.7 1.8 1.8 2.1
Leg fat percentage (right) 0.7 2.5 4.6 0.7 0.8 1.1 2.1 2.1 1.9
Arm fat-free mass (right) 2.6 13.5 23.7 -0.6 -1.8 -4.4 -4.5 -4.9 -3.8
Exposure to tobacco smoke outside home 1.0 1.4 2.5 -1.5 -0.3 -0.7 -1.3 -1.1 -1.6
Comparative body size at age 10 1.4 4.0 6.5 -2.3 -1.9 -1.8 -2.6 -1.9 -1.4
Number of full brothers 0.1 0.2 0.7 0.2 -0.8 -0.1 -0.3 -0.5 -0.3
Worry too long after embarrassment 4.3 7.2 11.9 -2.2 -0.9 -2.8 -3.4 -3.2 -2.8
Seen a psychiatrist for nerves, anxiety, tension or depression 0.8 1.0 2.3 -0.2 -0.5 -0.6 -1.2 -1.4 -1.5
Wheeze or whistling in the chest in last year 0.2 0.3 1.0 0.4 -0.2 -0.5 -0.7 -0.3 -1.0
Number of children fathered 0.6 0.6 2.2 -0.8 0.5 0.4 -0.4 -0.5 -1.5
Reason for reducing amount of alcohol drunk: Health precaution 0.2 0.3 0.8 0.6 -0.9 -0.6 -0.1 -0.1 0.2
Age at first live birth 0.5 0.9 2.0 0.6 -0.3 0.6 1.4 1.4 0.9
Pulse wave peak to peak time 0.8 0.9 2.3 0.1 1.5 0.2 1.3 1.2 0.4
Health satisfaction 0.5 0.7 1.6 -1.2 0.8 1.3 -0.1 0.2 -0.4
Shortness of breath walking on level ground 0.4 0.4 1.2 -1.0 0.3 1.1 0.1 0.3 -0.4
Qualifications: College or University degree 1.2 3.9 6.3 -1.6 -1.2 -1.7 -2.5 -2.4 -2.0
Eye problems/disorders: None of the above 0.6 0.7 1.6 0.1 -1.3 0.2 -1.0 -1.0 -0.6
Mouth/teeth dental problems: Loose teeth 0.7 0.8 1.7 -0.8 -1.3 -1.1 -0.8 -0.6 -0.2
Emphysema/chronic bronchitis 0.7 0.8 2.1 -0.0 -1.4 0.2 -1.2 -0.9 -0.6
Medication for pain relief, constipation, heartburn 2.1 3.6 7.0 -1.1 -0.6 -2.6 -2.1 -2.2 -1.9
Neck or shoulder pain in last month 0.7 1.0 2.8 0.2 0.2 1.7 1.3 1.1 0.2
Medication: Blood pressure 2.4 4.3 8.4 1.0 1.5 0.9 2.8 2.9 2.3
Angina (self-reported) 0.4 0.5 1.3 -0.1 1.1 0.8 0.7 0.7 0.2
Migraine (self-reported) 0.2 0.3 0.9 -0.3 0.5 -0.1 -0.1 -0.6 -0.9
Medication: Ibuprofen 0.1 0.1 0.5 -0.2 0.7 0.4 0.2 0.3 -0.3
Medication: Allopurinol 2.0 2.6 5.4 -1.2 -1.0 -1.0 -2.1 -2.3 -1.5
Medication: Omeprazole 0.8 1.0 3.2 0.1 -0.1 1.8 1.2 1.1 -0.1
Medication: Seretide 50 evohaler 4.9 5.6 8.5 2.4 -0.4 2.9 2.6 2.8 2.2
Mean time to correctly identify matches 1.2 2.3 5.6 -1.5 -0.8 -1.6 -1.2 -1.2 -2.4
Heart disease (mother) 4.6 5.6 12.1 1.4 1.1 1.3 2.9 3.5 2.9
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.5 0.6 2.6 1.6 -0.6 0.8 0.1 -0.2 -0.2
Whole body fat mass 0.1 0.2 0.8 0.1 -0.1 -0.9 -0.3 -0.5 0.2
Leg fat mass (right) 0.0 0.2 0.8 0.0 0.0 -0.9 -0.3 -0.3 0.1
Arm predicted mass (right) 2.3 11.6 20.6 -0.5 -1.5 -4.1 -4.2 -4.5 -3.5
Pulse rate, automated reading 0.8 2.6 4.3 2.0 -0.5 0.5 2.1 1.9 1.8
Alcohol intake frequency. 0.8 1.9 7.7 0.5 -0.4 2.8 1.5 0.8 0.7
Comparative height size at age 10 0.7 3.7 8.8 -0.0 -1.0 -0.9 -2.1 -2.6 -3.0
Number of full sisters 0.4 0.5 0.9 0.6 -0.3 0.9 -0.5 -1.0 -0.8
Suffer from ‘nerves’ 2.0 3.2 6.2 -2.5 -1.8 -1.4 -1.5 -1.5 -1.8
Overall health rating 0.0 0.1 0.2 -0.4 -0.2 0.5 0.0 0.1 -0.3
Chest pain or discomfort 0.6 0.9 2.8 -0.1 -0.2 0.0 -1.7 -1.1 -1.2
Had major operations 1.1 1.3 2.9 -1.0 1.7 -1.4 -0.9 -0.8 -0.6
Age at last live birth 0.1 0.1 0.2 -0.3 -0.4 -0.3 0.2 0.2 -0.3
Family relationship satisfaction 0.2 0.3 1.0 -0.2 -0.6 1.0 0.0 0.2 -0.3
Leg pain on walking 0.6 0.7 1.5 -1.2 -1.0 1.0 0.2 0.1 -0.8
Qualifications: NVQ or HND or HNC or equivalent 0.3 0.4 1.3 0.2 -1.0 0.2 0.1 -0.0 -1.1
Commuting to job workplace: Car/motor vehicle 4.2 4.8 7.7 -0.2 0.9 -2.7 -2.6 -2.4 -2.8
Illness, injury, bereavement, stress in last 2 years 0.8 1.0 1.8 -0.6 -1.0 -0.8 -1.0 -1.3 -1.0
Medication: Aspirin 0.4 0.5 0.9 0.7 0.9 0.9 0.4 0.6 0.5
Supplements: Vitamin C 0.1 0.1 0.4 0.3 0.4 -0.6 -0.1 -0.0 0.4
Knee pain experienced in last month 0.1 0.2 1.2 -0.3 -1.1 -0.2 0.1 0.1 -0.2
Hypertension (Self-reported) 0.9 2.5 5.0 0.6 0.7 1.5 2.2 2.2 1.4
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 0.5 0.6 1.7 -0.2 -1.3 1.2 0.1 0.4 -0.5
Illnesses of father: Heart disease 0.1 0.1 0.2 -0.5 0.4 0.1 -0.0 -0.3 -0.1
Illnesses of siblings: Diabetes 0.6 0.7 1.4 0.1 -1.2 -1.0 -0.7 -0.6 -0.9
Smoking status: Previous 0.3 0.4 0.8 0.7 0.6 0.9 0.2 0.8 -0.2
Forced expiratory volume in 1-second (FEV1), predicted 0.8 1.7 2.9 0.7 0.5 -1.6 -1.5 -1.7 -1.3
Whole body fat-free mass 3.2 18.3 31.9 -0.4 -2.6 -4.7 -5.4 -5.7 -4.5
Leg fat-free mass (right) 3.4 18.0 32.3 -0.9 -2.5 -4.7 -5.5 -5.7 -4.0
Arm fat percentage (left) 0.1 0.5 2.0 0.1 0.2 -0.0 0.7 0.7 1.4
Average weekly red wine intake 1.0 1.4 3.7 -0.8 -1.5 -1.9 -1.1 -0.7 -0.4
Handedness (chirality/laterality): Left-handed 4.3 5.1 8.5 1.8 -0.5 2.0 2.9 2.8 2.6
Mood swings 1.0 1.8 3.5 -1.9 -0.8 -1.4 -1.3 -1.1 -1.4
Loneliness, isolation 2.0 2.8 4.1 2.0 1.2 0.7 1.9 1.9 1.9
Long-standing illness, disability or infirmity 0.8 1.3 2.9 0.6 -1.5 1.7 -0.1 0.1 -1.4
Ever had bowel cancer screening 2.7 3.2 4.8 -1.4 -1.6 -1.2 -2.2 -2.0 -2.1
Diabetes diagnosed by doctor 0.2 0.4 0.9 -0.7 -0.2 1.0 -0.2 -0.2 -0.9
Ever had stillbirth, spontaneous miscarriage or termination 2.1 2.3 4.6 0.0 2.1 1.8 1.7 1.2 1.3
Friendships satisfaction 0.3 0.4 0.6 -0.8 0.4 0.8 0.4 0.6 0.5
Qualifications: nursing, teaching 1.8 2.9 5.3 1.3 -1.1 1.1 2.1 2.3 1.9
Commuting to job workplace: Walk 0.3 0.3 0.7 0.5 -0.4 0.1 0.5 0.8 0.6
Eye problems/disorders: Cataract 1.8 2.1 4.3 -0.0 0.7 1.6 2.1 2.0 1.2
Mouth/teeth dental problems: Mouth ulcers 0.2 0.3 0.8 0.9 -0.7 -0.4 0.1 0.2 -0.3
Medication for cholesterol 0.5 0.8 1.7 -0.6 0.4 -1.3 -0.8 -0.9 -1.0
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.8 1.0 4.1 2.0 0.0 -0.1 0.5 0.2 1.2
Back pain experienced in last month 4.7 6.9 14.3 1.2 0.4 2.2 3.6 3.8 2.8
Mineral and other dietary supplements 1.0 1.3 3.4 -0.1 -0.0 -1.1 -1.9 -1.3 -1.2
Breast cancer (self-reported) 0.6 0.7 2.2 1.5 -1.1 -0.8 -0.1 -0.4 0.1
Asthma (self-reported) 1.3 2.5 4.9 1.6 0.9 1.0 2.1 2.2 1.3
Osteoporosis (self-reported) 0.6 0.7 2.9 -1.7 0.7 0.1 -0.8 -0.3 -0.1
Osteoarthritis (self-reported) 0.3 0.4 1.2 -0.7 -0.8 1.1 0.3 0.1 -0.4
Medication: Aspirin 0.2 0.3 1.0 0.4 1.0 0.7 -0.0 0.2 0.5
Medication: Gliclazide 0.6 0.7 1.3 -1.1 0.1 0.4 -1.1 -0.8 -0.8
Illnesses of father: None of the above (group 1) 0.8 1.0 2.4 0.0 -0.1 -1.3 -1.5 -1.3 -0.3
Smoking status: Current 0.7 1.1 2.3 -0.4 -0.8 -1.1 -1.5 -1.4 -0.2
Forced expiratory volume in 1-second (FEV1), predicted percentage 1.0 2.2 4.6 2.1 -0.2 1.7 1.6 1.4 1.1
Whole body water mass 3.2 18.5 32.6 -0.4 -2.6 -4.7 -5.4 -5.7 -4.5
Leg predicted mass (right) 3.4 18.0 32.3 -0.9 -2.5 -4.7 -5.5 -5.7 -4.0
Arm fat mass (left) 0.2 0.8 2.1 0.1 -0.8 -1.5 -0.9 -1.1 -0.3
Number of self-reported non-cancer illnesses 0.1 0.2 0.6 -0.4 0.8 0.3 0.1 -0.2 -0.6
Average weekly champagne plus white wine intake 0.5 0.7 0.9 -0.8 -0.7 -1.0 -1.0 -0.8 -0.8
Miserableness 0.1 0.2 0.7 -0.8 0.2 0.2 -0.6 -0.4 -0.5
Guilty feelings 3.3 5.0 7.6 0.0 -1.9 -2.0 -2.8 -2.7 -2.6
Wears glasses or contact lenses 3.2 3.7 8.7 -0.1 -1.4 2.0 2.6 3.0 1.0
Ever taken oral contraceptive pill 0.2 0.2 0.9 -0.3 0.0 -0.9 -0.3 -0.4 0.1
Hearing aid user 0.3 0.3 0.6 -0.2 0.2 -0.3 -0.6 -0.8 -0.8
Mother’s age at death 0.5 0.7 2.0 1.0 1.4 0.2 -0.1 0.6 0.9
Financial situation satisfaction 1.9 2.3 4.1 -1.1 2.0 1.2 1.3 2.0 1.1
Tinnitus: Yes, now most or all of the time 0.8 0.9 1.8 0.1 -0.7 -1.0 -1.2 -1.4 -0.7
Commuting to job workplace: Public transport 3.0 3.6 6.1 1.1 -0.2 1.8 2.3 2.5 2.3
Eye problems/disorders: Glaucoma 0.4 0.4 0.6 -0.1 0.7 0.6 0.8 0.8 0.7
Medication: Blood pressure 2.2 4.1 6.2 2.1 -1.2 2.5 2.3 2.2 1.6
Pain type(s) experienced in last month: Hip pain 2.1 2.6 5.2 -0.0 -2.3 -1.1 -1.7 -1.8 -1.7
Supplements: Fish oil (including cod liver oil) 0.7 0.9 2.2 0.4 0.1 1.2 1.5 0.9 0.8
High cholesterol (Self-reported) 0.2 0.3 1.0 -0.3 0.2 -1.0 0.5 0.1 0.7
Medication: Bendroflumethiazide 2.5 3.7 7.2 1.7 -0.7 1.4 2.7 2.7 1.7
Medication: Paracetamol 3.1 4.8 8.0 1.2 0.2 2.7 2.8 2.8 2.0
Medication: Lisinopril 0.8 1.1 1.9 1.4 0.2 0.4 1.2 1.1 1.3
Medication: Atorvastatin 0.2 0.2 0.5 -0.2 0.1 -0.1 0.6 0.7 0.6
Illnesses of father: High blood pressure 0.5 0.6 2.1 0.2 0.6 1.5 0.8 0.8 0.2
Alcohol drinker status: Never 0.7 0.8 1.6 0.2 -1.3 1.0 -0.4 -0.8 -1.2
Ever smoked 0.2 0.3 1.1 0.2 -1.0 -0.1 -0.7 -0.2 -0.6
Basal metabolic rate 2.5 13.7 24.6 -0.2 -2.1 -4.2 -4.7 -5.0 -3.7
Leg fat percentage (left) 0.5 1.9 3.4 0.6 0.6 0.9 1.9 1.9 1.8
Arm fat-free mass (left) 2.3 11.5 20.1 0.0 -2.0 -3.9 -4.1 -4.5 -3.6
Number of operations (self-reported) 0.2 0.3 0.7 -0.7 0.6 -0.2 -0.0 -0.1 -0.8
Average weekly beer plus cider intake 0.6 0.8 3.8 0.8 0.6 2.0 -0.1 -0.1 0.4
Irritability 3.7 6.3 11.4 -1.7 -0.2 -3.4 -3.4 -3.1 -1.6
Risk taking 3.6 5.2 11.9 -0.4 0.3 -2.3 -3.4 -3.2 -2.0
Ever had prostate specific antigen (PSA) test 0.5 0.6 1.1 0.6 1.0 1.0 0.5 0.8 -0.2
Fractured/broken bones in last 5 years 1.0 1.3 3.7 1.2 0.2 -0.3 -1.1 -1.2 -1.9
Age started oral contraceptive pill 0.7 0.9 1.8 1.1 -0.2 -0.2 1.3 1.0 1.1
Diastolic blood pressure, automated reading 1.0 3.0 5.3 -0.6 0.4 2.3 2.0 2.1 2.0
Ever depressed for a whole week 0.3 0.3 0.7 0.6 0.2 0.9 0.4 0.6 0.7
Unable to work because of sickness or disability 1.0 1.3 3.0 1.7 -1.7 0.9 0.7 0.8 -0.6
Commuting to job workplace: Cycle 0.9 1.1 3.6 0.5 -0.4 1.9 0.7 0.9 1.3
Myopia 4.3 6.2 12.9 2.9 -1.4 1.4 2.3 2.6 3.6
Vascular/heart problems diagnosed by doctor 0.7 1.9 3.9 -0.3 -0.8 -1.2 -2.0 -1.9 -1.3
Cholesterol lowering medication 0.7 1.0 2.8 -0.0 0.1 0.9 1.1 1.1 1.7
Medication: Omeprazole (e.g. Zanprol) 1.3 1.6 4.0 -0.2 0.5 2.0 1.5 1.7 0.2
Pain experienced in last month 0.0 0.0 0.1 0.1 -0.1 0.4 0.0 0.2 0.2
Supplements: Calcium 0.8 0.9 3.3 -1.8 0.3 0.4 -1.0 -0.8 -0.1
Basal cell carcinoma (self-reported) 0.3 0.4 0.9 0.1 -0.9 -1.0 0.5 0.6 0.0
Heart attack/myocardial infarction (self-reported) 0.5 0.6 2.3 0.6 1.5 -0.9 -0.1 0.0 -0.2
Deep venous thrombosis (DVT) (self-reported) 0.4 0.5 1.4 0.4 -1.2 -1.2 -0.2 -0.1 0.2
Heart disease (siblings) 0.5 0.6 2.4 -0.1 -0.9 1.6 0.3 0.5 -0.0
Alcohol drinker status: Previous 0.8 0.9 1.6 -0.1 -1.3 0.7 -1.1 -1.0 -0.9
Pack years of smoking 0.3 0.5 1.2 0.3 0.7 -0.3 -1.1 -0.9 -0.5
Impedance of whole body 4.1 20.7 36.3 1.2 2.3 4.9 5.8 6.0 4.8
Leg fat mass (left) 0.1 0.4 1.3 -0.0 -0.1 -1.1 -0.6 -0.7 -0.2
Arm predicted mass (left) 2.5 12.8 22.2 -0.3 -1.8 -4.2 -4.3 -4.7 -3.8