Hub : Genes

PAPD4

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 Colon Transverse 0.2250 0.0730 3.0e-04 0.054 NA 0.073 NA 0.102 1.4e-03 NA 2.4e-04 NA 1.5e-05
2 GTEx Esophagus Muscularis 0.1010 0.0450 8.8e-03 0.060 NA 0.031 NA 0.058 1.5e-04 NA 5.5e-03 NA 1.9e-04
3 GTEx Nerve Tibial 0.1059 0.0412 3.5e-03 0.093 NA 0.054 NA 0.072 4.1e-07 NA 1.1e-04 NA 8.1e-06
4 YFS Blood 0.0626 0.0175 2.0e-07 0.044 0.026 0.037 0.043 0.043 3.7e-14 4.5e-09 3.3e-12 4.8e-14 6.7e-14
5 TCGA Breast Invasive Carcinoma 0.0193 0.0108 5.6e-03 0.004 0.010 0.012 NA 0.008 3.5e-02 2.7e-03 1.1e-03 NA 6.3e-03

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5
Bipolar Disorder (2018) 1.1 1.8 4.3 -1.8 -1.1 0.3 -0.4 2.1
Bipolar Disorder or Schizophrenia 1.7 4.0 8.5 -2.9 -1.8 -0.7 -0.6 2.7
Depressed Affect (Nagel 2018) 1.2 2.5 4.7 1.1 1.9 1.4 2.2 -1.0
Depression (Nagel 2018) 3.2 4.8 10.4 1.8 2.5 0.5 1.9 -3.2
Intelligence (Savage-Jansen 2018) 0.2 0.6 1.0 0.0 0.9 0.6 0.9 -1.0
Neuroticism (Nagel 2018) 1.6 3.8 6.6 1.6 2.6 1.0 2.2 -2.1
Schizophrenia (2018) 1.2 2.5 5.3 -2.3 -1.5 -1.1 -0.5 1.8
Schizophrenia vs Biploar Disorder 0.2 0.3 0.7 -0.3 -0.8 -0.6 -0.5 -0.1
Worry (Nagel 2018) 0.5 1.1 2.1 0.8 1.5 0.6 0.8 -1.4
Alzheimer’s Disease (in mother) 0.7 0.8 1.9 0.3 -0.5 1.4 -0.6 1.2
Alzheimer’s Disease (in father) 1.6 1.8 3.8 1.9 0.7 1.1 0.8 -1.6
Alzheimer’s Disease (including proxy) 0.7 1.0 2.9 1.7 0.1 1.1 0.1 -0.7
Crohns Disease (2017) 0.3 0.7 1.9 -1.2 -0.5 -1.4 -0.3 -0.1
Irritable Bowel Disease (IBD) 0.8 1.9 4.4 -1.8 -0.8 -2.1 -0.9 0.6
Ulcerative Colitis (UC) 1.2 2.3 5.2 -1.8 -0.9 -2.3 -1.1 1.1
Major Depression (MDD) 0.5 0.6 1.5 0.0 0.6 0.1 1.2 -1.1
Reaction Time 0.4 0.7 2.7 -0.4 -0.5 0.6 -0.2 1.6
Verbal and Numeric Reasoning (VNR) 0.2 0.5 1.0 -0.6 0.8 0.3 0.8 -1.0
Breast Cancer 0.5 1.2 3.4 -0.3 -1.8 0.3 -0.7 1.4
Ovarian Cancer 1.1 1.4 4.7 2.2 1.0 0.9 0.6 -0.6
Prostate Cancer 0.1 0.2 0.7 -0.1 0.2 0.8 0.1 -0.3
Age at First Birth 0.3 0.5 1.1 -0.1 -0.7 -0.5 -0.7 1.0
Bipolar Disorder (2011) 3.2 3.1 6.5 -2.5 -1.5 0.0 -0.8 2.5
Body Mass Index (BMI) (2010) 0.4 0.6 1.3 0.4 0.7 0.8 1.1 -0.4
Coronary Artery Disease (CAD) 1.1 1.3 2.8 -1.7 -0.6 -0.8 -0.7 1.4
Crohns Disease (2012) 0.2 0.3 0.6 0.2 0.8 0.4 0.5 -0.7
Mean Putamen Volume 0.2 0.2 0.8 -0.3 0.2 -0.3 0.1 -0.9
Fasting Glucose 0.3 0.4 1.1 0.6 1.1 0.3 0.5 -0.2
HbA1C 0.6 0.7 2.1 -0.8 -0.5 -1.4 0.1 -0.5
HDL Cholesterol 2.9 4.8 6.2 -2.3 -2.5 -2.1 -1.9 2.3
LDL Cholesterol 0.4 0.6 0.9 -1.0 -0.7 -0.9 -0.8 0.1
Lupus 0.3 0.4 1.1 -0.5 0.2 -0.6 0.6 -1.1
Neuroticism (2016) 1.8 2.6 3.9 -1.9 -1.5 -0.9 -1.4 2.0
Primary Biliary Cirrhosis 0.3 0.4 0.9 -1.0 0.3 -0.0 0.8 0.6
Rheumatoid Arthritis 0.2 0.3 0.4 -0.7 -0.3 -0.4 0.5 0.6
Schizophrenia (2014) 0.9 2.1 4.4 -1.8 -1.5 -0.2 -0.4 2.1
Triglycerides 0.5 0.9 2.1 -0.3 0.4 -1.4 0.3 -1.4
Type 2 Diabetes (T2D) (2012) 0.4 0.4 0.7 -0.4 0.8 -0.8 0.3 -0.7
Ulcerative Colitis 0.9 1.3 2.6 -1.2 -0.9 -1.6 -0.8 1.0
Blood Eosinophil Count 0.0 0.2 0.6 0.4 -0.5 -0.8 0.3 0.3
Blood Platelet Count 0.1 0.6 2.4 -1.5 0.2 -0.3 -0.3 0.7
Blood Red Count 0.2 1.6 5.2 0.6 1.1 -0.3 1.0 -2.3
Blood White Count 0.1 0.6 1.0 0.4 0.9 -0.3 0.9 -1.0
Heel T-Score 0.4 2.9 6.9 2.1 1.5 0.5 1.0 -2.6
BMI 1.1 6.3 8.4 2.9 2.5 2.6 2.4 -2.0
Height 2.3 44.5 75.0 -5.7 -8.7 -5.7 -6.7 6.1
Waist Hip Ratio (WHR) 0.4 1.6 3.6 0.3 1.9 0.7 1.9 -0.6
Systolic Blood Pressure 0.2 0.8 1.7 0.4 0.8 0.6 1.3 -1.0
Smoking Status 0.1 0.3 0.9 -0.1 0.6 0.9 0.1 0.5
Allergy or Eczema 0.2 0.6 1.5 0.6 0.6 0.7 0.6 -1.2
Cardiovascular Disease 0.7 2.5 5.1 0.9 1.8 1.2 2.3 -1.3
Hypothyroidism (self reported) 0.4 0.9 1.3 -1.1 -0.8 -1.2 -1.1 0.2
Respiratory disease 0.5 1.1 2.2 1.5 0.7 0.3 1.3 -1.0
Type 2 Diabetes (T2D) (2018) 0.4 0.7 1.9 -0.5 -0.9 -1.4 -0.7 0.1
Lung FEV1/FVC ratio 0.4 2.3 5.5 -1.6 -0.9 -1.0 -2.3 1.1
Lung FVC 0.3 1.4 2.7 1.6 1.3 1.6 0.3 -0.1
Neuroticism 1.1 2.6 4.7 0.8 2.2 0.8 2.0 -1.7
Chronotype (morning person) 0.2 0.4 1.3 1.2 -0.1 0.4 -0.6 -0.1
Hair Pigment 0.0 1.0 2.1 0.3 1.5 -0.0 1.1 -1.2
Tanning 0.0 0.4 0.9 0.7 -0.6 -0.2 -0.9 0.5
Hand grip strength (left) 0.4 1.1 2.1 -0.6 -1.4 -1.4 -0.7 1.0
Number of treatments/medications taken 0.1 0.1 0.4 0.1 0.1 0.6 0.4 0.4
Average weekly spirits intake 1.0 1.3 2.8 0.2 -1.2 0.4 -1.7 1.4
Sensitivity / hurt feelings 5.5 9.3 13.8 3.6 3.7 2.4 2.6 -2.8
Frequency of depressed mood in last 2 weeks 3.3 4.7 7.0 1.6 2.6 0.9 2.5 -2.7
Hearing difficulty/problems: Yes 0.8 1.3 2.5 1.3 1.2 0.4 0.6 -1.6
Relative age of first facial hair 4.3 8.8 12.1 -2.3 -3.5 -3.3 -3.2 2.2
Other serious medical condition/disability diagnosed by doctor 0.4 0.6 1.4 1.2 -0.6 0.3 -0.9 0.3
Ever used hormone-replacement therapy (HRT) 0.5 0.7 1.8 0.4 0.3 1.4 1.1 -0.2
Ever had hysterectomy (womb removed) 0.6 0.7 1.2 1.0 0.8 0.6 0.8 -1.1
Systolic blood pressure, automated reading 0.6 1.7 3.5 1.2 1.0 1.4 1.9 -0.7
Eye problems/disorders: Diabetes related eye disease 3.2 3.5 4.5 -2.0 -2.1 -2.1 -1.6 1.4
Angina 3.5 4.6 9.1 -2.3 -2.2 -0.8 -1.7 3.0
Medication for hormone replacement therapy 0.3 0.3 0.8 -0.7 -0.3 -0.4 -0.1 0.9
Vitamin and mineral supplements 0.1 0.2 0.5 0.0 0.7 0.1 0.6 0.1
Supplements: Zinc 0.2 0.3 0.6 -0.8 -0.5 -0.3 -0.6 0.2
Medication: Co-codamol 0.7 0.8 2.1 1.0 0.3 -0.9 0.3 -1.4
Medication: Metformin 2.5 3.5 5.9 -0.9 -2.4 -1.6 -2.1 2.0
Diabetes (father) 0.1 0.1 0.3 -0.3 -0.1 -0.5 0.6 0.1
Diabetes (mother) 0.7 0.9 1.7 1.1 0.7 0.6 1.3 -0.9
Severe depression (siblings) 0.8 0.9 1.5 1.2 0.7 1.0 -0.1 -1.2
Pack years adult smoking proportion 1.0 1.6 6.0 -1.1 -0.7 -2.5 -0.6 -0.0
Impedance of leg (right) 0.3 1.5 4.5 -1.5 -0.7 -2.1 -0.5 0.0
Leg fat-free mass (left) 0.7 3.8 8.4 -1.0 -2.9 -1.3 -2.1 1.8
Trunk fat percentage 0.1 0.4 1.1 0.1 0.2 0.7 1.0 0.6
Hand grip strength (right) 0.4 1.0 1.6 -0.8 -1.3 -1.1 -0.4 1.2
Townsend deprivation index at recruitment 0.4 0.5 1.1 0.2 -0.8 -0.0 -1.1 0.9
Current tobacco smoking 0.9 1.4 4.0 2.0 0.5 1.1 0.1 -1.3
Average weekly fortified wine intake 0.9 1.0 3.6 0.6 0.1 1.9 0.0 1.0
Maternal smoking around birth 0.7 1.1 2.7 0.2 -0.7 -1.4 -1.6 0.1
Fed-up feelings 0.4 0.7 1.0 0.8 0.9 1.0 1.0 -0.3
Frequency of unenthusiasm / disinterest in last 2 weeks 2.4 3.2 5.2 1.5 2.2 0.9 1.8 -2.3
Relative age voice broke 2.5 3.8 6.0 -2.1 -1.8 -2.5 -1.6 1.6
Taking other prescription medications 0.1 0.2 0.8 -0.9 -0.2 -0.4 0.0 0.3
Age when periods started (menarche) 0.6 1.4 3.3 -1.8 -0.9 -0.5 -1.2 1.1
Bilateral oophorectomy (both ovaries removed) 0.5 0.5 1.8 0.7 0.4 -0.6 -0.1 -1.3
Heel bone mineral density (BMD) T-score, automated (left) 1.0 2.2 4.3 2.1 1.7 1.0 -0.0 -1.6
Tinnitus: Yes, but not now, but have in the past 0.9 0.9 1.9 0.0 -0.9 -1.4 -1.4 -0.4
Qualifications: CSEs or equivalent 0.7 0.9 1.8 1.1 -0.9 0.3 -1.4 0.7
Serious illness, injury or assault to yourself 3.6 4.3 7.6 2.3 2.1 2.8 1.9 -0.8
High blood pressure 0.2 0.6 1.5 0.8 0.3 1.2 1.0 -0.2
Hayfever, allergic rhinitis or eczema 0.1 0.2 0.6 0.0 0.3 0.1 0.2 -0.8
Multivitamins +/- minerals 0.1 0.1 0.2 0.1 0.0 -0.1 0.5 -0.5
Stomach or abdominal pain in last month 1.2 1.5 2.3 -0.9 -1.5 -1.4 -1.3 1.0
Supplements: Glucosamine 0.1 0.1 0.3 0.3 0.3 0.6 0.1 -0.1
Diverticular disease/diverticulitis (self-reported) 0.5 0.6 1.0 -0.7 -0.8 -0.6 -1.0 0.7
Medication: Atenolol 2.0 2.5 6.5 -2.5 -1.2 -0.6 -0.2 2.1
Medication: Levothyroxine sodium 0.7 1.2 2.4 -1.5 -0.8 -1.4 -0.3 1.0
Sitting height 1.8 12.9 20.7 -2.8 -4.5 -4.4 -3.5 2.1
Chronic bronchitis/emphysema (father) 0.2 0.3 1.0 -0.5 -0.3 -1.0 0.1 0.3
High blood pressure (mother) 1.0 1.4 4.1 0.7 1.1 2.0 1.0 0.4
Body mass index (BMI) 0.5 2.2 2.6 1.6 1.5 1.6 1.6 -1.0
Impedance of leg (left) 0.2 0.8 2.9 -1.0 -0.1 -1.7 0.1 -0.2
Leg predicted mass (left) 0.7 3.5 8.0 -0.9 -2.8 -1.2 -2.0 1.8
Trunk fat mass 0.1 0.3 0.7 -0.3 -0.6 -0.0 0.3 0.8
Waist circumference 0.3 1.2 2.2 0.9 1.2 0.9 1.5 -0.8
Number of incorrect matches in round 0.0 0.1 0.1 -0.1 0.3 0.2 -0.4 -0.0
Past tobacco smoking 1.6 2.9 6.3 1.7 1.5 0.3 1.7 -2.5
Alcohol usually taken with meals 0.3 0.4 0.9 -0.1 0.7 0.8 1.0 -0.4
Nervous feelings 0.4 0.7 1.5 0.6 0.8 0.1 1.2 -0.9
Frequency of tenseness / restlessness in last 2 weeks 1.6 2.5 3.5 1.2 1.9 1.1 1.9 -1.7
Hearing difficulty/problems with background noise 0.7 1.1 3.0 1.4 0.7 0.0 -0.1 -1.7
Hair/balding pattern: Pattern 2 0.4 0.4 1.7 0.6 0.3 1.3 -0.0 -0.3
Had menopause 0.5 0.6 1.3 0.6 0.7 1.2 0.9 -0.4
Had other major operations 1.3 1.6 2.5 1.3 1.0 1.3 1.6 -1.0
Forced vital capacity (FVC) 0.0 0.2 0.3 0.4 -0.1 -0.2 -0.5 0.6
Heel bone mineral density (BMD) T-score, automated (right) 0.8 1.8 4.1 2.0 1.4 0.7 -0.4 -1.4
Ever unenthusiastic/disinterested for a whole week 0.3 0.4 1.3 0.0 -0.1 -0.7 -0.3 -1.2
Qualifications: None of the above 0.0 0.1 0.2 0.5 -0.2 0.1 0.3 -0.0
Financial difficulties in last 2 years 0.8 1.1 1.6 1.1 1.3 0.6 1.2 -0.8
Mouth/teeth dental problems 1.1 1.7 2.7 -1.6 -1.5 -1.6 -0.9 0.4
Heart attack 0.3 0.4 1.2 0.4 0.4 1.1 -0.4 0.7
Allergy 0.0 0.1 0.2 -0.4 0.2 -0.4 -0.2 0.0
Pain all over the body in last month 0.6 0.6 1.3 0.2 0.2 -1.2 0.7 -1.1
Diabetes (self-reported) 0.9 1.3 2.3 -1.3 -1.5 -1.0 -1.0 0.8
Hayfever/allergic rhinitis (self-reported) 0.2 0.3 0.9 0.4 1.0 0.3 0.3 -0.4
Medication: Ramipril 1.1 1.5 3.7 -1.1 -0.8 -0.3 -1.3 1.9
Medication: Simvastatin 0.4 0.6 1.2 0.5 0.5 1.1 1.1 0.2
Fluid intelligence score 0.0 0.1 0.3 -0.5 -0.0 0.2 0.3 0.2
Illnesses of siblings 0.1 0.2 0.5 -0.4 0.1 -0.2 0.7 -0.5
Neuroticism score 0.5 1.1 2.1 0.5 1.4 0.7 1.5 -0.8
Weight 0.1 0.5 1.5 -0.1 -1.2 -0.4 -0.5 0.7
Impedance of arm (right) 0.2 0.9 1.5 -1.2 -0.6 -1.0 -0.7 1.0
Arm fat percentage (right) 0.4 1.4 2.3 1.0 1.3 1.3 1.5 -0.6
Trunk fat-free mass 0.7 4.3 9.7 -1.0 -3.1 -1.8 -2.5 1.1
Hip circumference 0.0 0.1 0.2 0.3 -0.5 -0.3 -0.1 -0.1
Time employed in main current job 0.6 0.7 2.2 -0.3 1.5 0.2 0.2 -0.9
Alcohol intake versus 10 years previously 3.8 5.7 10.3 -2.4 -2.1 -3.2 -1.9 2.1
Father’s age at death 0.3 0.4 0.9 -0.7 -0.0 -1.0 0.2 -0.6
Worrier / anxious feelings 0.1 0.2 0.4 0.2 0.5 0.5 0.6 -0.4
Frequency of tiredness / lethargy in last 2 weeks 0.2 0.3 0.9 0.5 0.5 0.4 0.9 -0.3
Falls in the last year 4.7 6.4 7.2 2.7 2.7 2.6 2.2 -2.4
Hair/balding pattern: Pattern 3 0.4 0.6 1.3 0.4 0.6 -1.1 0.3 -1.1
Number of live births 2.9 4.2 8.2 -1.2 -2.9 -1.2 -2.0 2.4
Forced expiratory volume in 1-second (FEV1) 0.3 1.0 2.6 -0.3 -0.9 -0.8 -1.6 1.1
Pulse rate 0.1 0.1 0.3 -0.3 0.1 0.2 0.6 0.1
Happiness 0.7 0.9 2.2 1.3 0.6 1.5 0.5 -0.3
Noisy workplace 0.2 0.3 0.5 0.5 0.5 -0.1 0.7 -0.6
Qualifications: A levels/AS levels or equivalent 0.7 1.6 2.5 0.7 1.6 1.4 1.5 -0.7
Serious illness, injury or assault of a close relative in last 2 years 0.8 0.9 2.1 1.3 0.5 1.5 0.7 -0.3
Mouth/teeth dental problems: Dentures 1.8 3.1 4.7 2.2 1.9 1.7 1.4 -1.5
Asthma 0.5 0.9 2.4 1.6 0.2 0.7 1.2 -0.2
Medication: Ibuprofen (e.g. Nurofen) 1.1 1.4 3.5 1.3 0.9 0.4 1.0 -1.9
Medication: Cholesterol lowering 0.7 1.2 3.1 -1.1 -0.9 -0.5 -0.7 1.7
Depression (self-reported) 0.3 0.4 1.3 -0.5 -0.3 -1.1 -0.3 -0.4
Medication: Lansoprazole 1.0 1.1 2.1 -0.5 -1.4 -1.3 -1.2 0.4
Prospective memory result 0.4 0.5 1.0 0.7 0.7 0.8 0.2 -1.0
Lung cancer (father) 0.5 0.6 1.3 0.8 0.7 0.8 1.1 -0.2
Illnesses of mother 0.5 0.6 1.8 -0.1 -0.4 -1.3 -0.9 -0.6
Forced expiratory volume in 1-second (FEV1), Best measure 0.2 0.6 1.8 0.1 -0.8 -0.4 -1.3 0.7
Pulse wave Arterial Stiffness index 3.5 4.0 4.9 -2.1 -2.0 -2.2 -1.9 1.9
Impedance of arm (left) 0.5 2.5 4.2 -2.1 -1.4 -1.4 -1.0 1.9
Arm fat mass (right) 0.1 0.3 0.6 0.5 0.2 0.8 0.6 0.0
Trunk predicted mass 0.7 4.3 9.7 -1.1 -3.1 -1.8 -2.5 1.1
Standing height 2.2 22.0 37.9 -3.8 -6.2 -4.5 -4.7 3.9
Length of working week for main job 1.6 1.7 4.5 -0.9 -1.4 -2.1 -1.2 0.3
Exposure to tobacco smoke at home 0.5 0.6 1.8 -1.3 -0.5 0.1 -0.3 0.8
Breastfed as a baby 1.3 1.6 2.6 -1.6 -1.3 -0.2 -1.3 1.5
Tense / ‘highly strung’ 0.4 0.7 1.6 0.4 0.8 -1.0 0.5 -1.3
Seen doctor (GP) for nerves, anxiety, tension or depression 0.9 1.4 5.9 0.6 0.6 -0.7 0.3 -2.4
Hair/balding pattern: Pattern 4 0.2 0.5 1.9 -0.4 -0.5 0.3 -0.4 1.4
Birth weight of first child 0.1 0.2 0.5 -0.4 -0.7 0.3 -0.5 0.5
Peak expiratory flow (PEF) 0.9 2.1 3.9 -1.0 -1.5 -1.5 -2.0 1.0
Pulse wave reflection index 0.1 0.2 0.3 -0.3 0.6 -0.4 -0.2 -0.4
Ever highly irritable/argumentative for 2 days 0.9 1.1 2.7 1.6 0.7 1.2 0.7 -0.8
Loud music exposure frequency 2.6 2.8 6.8 1.8 1.4 1.3 0.7 -2.6
Qualifications: O levels/GCSEs or equivalent 2.6 4.1 6.2 1.6 2.5 2.0 2.2 -1.7
Mouth/teeth dental problems: Bleeding gums 0.2 0.3 0.9 1.0 0.3 0.7 -0.1 0.3
Blood clot in the leg (DVT) 0.9 1.2 2.7 0.5 -1.5 -0.4 -1.6 0.7
Medication: Paracetamol 0.4 0.6 1.3 0.6 0.7 0.4 0.9 -1.1
Headache pain in last month 0.9 1.6 2.9 1.7 1.3 1.3 0.6 -1.2
Medication for cholesterol, blood pressure or diabetes 0.3 0.5 1.7 0.8 0.3 -0.2 0.1 -1.3
Glaucoma (self-reported) 0.3 0.4 1.3 0.1 -0.1 1.1 0.2 0.8
Gout (self-reported) 0.6 0.8 1.5 -0.9 -1.2 -1.2 -0.1 0.6
Hypothyroidism/myxoedema (self-reported) 0.4 0.8 1.4 -1.2 -0.7 -1.0 -0.8 0.8
Medication: Amlodipine 0.2 0.3 0.5 -0.6 -0.0 0.0 0.6 0.7
Medication: Ventolin 100micrograms inhaler 0.1 0.1 0.3 0.3 -0.2 -0.1 0.4 0.5
Birth weight 0.3 0.7 2.4 0.8 0.6 1.5 0.5 -0.0
Chronic bronchitis/emphysema (mother) 0.4 0.5 2.0 -0.0 -0.3 -1.4 -0.6 -0.4
High blood pressure (siblings) 0.1 0.2 0.4 0.3 0.2 0.7 0.0 0.6
Forced vital capacity (FVC), Best measure 0.1 0.2 0.9 0.9 -0.2 0.0 -0.5 0.3
Body fat percentage 0.1 0.6 1.7 0.4 0.6 0.8 1.3 -0.0
Leg fat percentage (right) 0.2 0.8 2.0 0.3 1.0 0.2 1.4 -1.0
Arm fat-free mass (right) 0.7 3.6 8.8 -1.1 -3.0 -1.5 -1.9 1.5
Exposure to tobacco smoke outside home 1.0 1.3 3.0 -1.4 -1.0 -0.5 -0.4 1.7
Comparative body size at age 10 3.4 9.4 15.1 3.9 3.0 3.0 2.6 -2.7
Number of full brothers 0.2 0.3 0.4 -0.6 0.5 0.3 0.7 -0.6
Worry too long after embarrassment 0.1 0.2 0.5 0.0 0.7 0.2 0.1 -0.5
Seen a psychiatrist for nerves, anxiety, tension or depression 2.7 3.6 5.8 1.6 2.2 0.9 2.4 -1.9
Wheeze or whistling in the chest in last year 0.5 0.9 2.0 1.4 0.9 0.2 0.9 -0.8
Number of children fathered 1.4 1.5 3.2 0.8 1.4 0.7 1.8 -1.2
Reason for reducing amount of alcohol drunk: Health precaution 1.1 1.3 4.7 -0.9 -1.0 -0.1 -0.6 2.2
Age at first live birth 0.7 1.3 2.9 -0.7 -1.2 -1.4 -1.7 0.2
Pulse wave peak to peak time 2.8 3.3 4.0 2.0 1.7 2.0 1.7 -1.6
Health satisfaction 0.7 0.9 1.6 1.2 0.7 0.2 1.3 -0.8
Shortness of breath walking on level ground 0.7 0.8 2.9 1.7 0.5 0.5 0.7 -0.3
Qualifications: College or University degree 0.1 0.5 1.9 0.3 0.4 1.4 0.4 0.1
Eye problems/disorders: None of the above 0.1 0.2 0.4 0.1 0.3 -0.5 0.1 -0.6
Mouth/teeth dental problems: Loose teeth 0.1 0.1 0.2 0.3 0.4 -0.3 -0.4 -0.5
Emphysema/chronic bronchitis 1.6 1.8 4.0 0.1 1.9 0.5 2.0 -1.0
Medication for pain relief, constipation, heartburn 0.1 0.1 0.2 0.3 -0.0 0.3 -0.1 0.5
Neck or shoulder pain in last month 0.6 0.9 1.4 0.1 -0.9 0.9 -1.1 1.2
Medication: Blood pressure 0.3 0.6 1.2 -1.1 -0.7 -0.4 -0.4 1.0
Angina (self-reported) 4.5 5.9 9.7 -2.6 -2.6 -1.4 -2.1 3.1
Migraine (self-reported) 0.8 1.0 1.6 -1.2 -1.3 -1.0 -1.1 0.3
Medication: Ibuprofen 1.2 1.4 2.7 1.6 0.9 1.0 0.9 -1.3
Medication: Allopurinol 0.6 0.8 2.1 -0.8 -1.0 -1.4 -0.4 -0.1
Medication: Omeprazole 0.3 0.3 0.7 0.1 0.2 0.4 0.8 0.8
Medication: Seretide 50 evohaler 0.6 0.7 1.5 0.6 0.9 0.5 1.2 -0.7
Mean time to correctly identify matches 0.3 0.5 1.4 -0.3 -0.7 0.4 -0.6 1.2
Heart disease (mother) 0.5 0.6 1.2 0.6 0.3 1.1 1.1 0.2
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.2 0.2 0.4 0.6 0.3 -0.2 0.2 -0.6
Whole body fat mass 0.0 0.1 0.1 0.1 -0.3 0.2 0.4 0.4
Leg fat mass (right) 0.0 0.1 0.2 -0.0 -0.4 -0.4 0.2 0.0
Arm predicted mass (right) 0.6 3.1 7.9 -1.0 -2.8 -1.4 -1.7 1.3
Pulse rate, automated reading 0.1 0.2 0.5 -0.1 0.4 0.7 0.6 0.1
Alcohol intake frequency. 0.7 1.7 4.0 1.0 1.2 -0.7 1.2 -2.0
Comparative height size at age 10 0.4 2.3 4.8 -0.7 -2.2 -1.5 -1.6 1.2
Number of full sisters 0.7 0.8 3.0 -0.8 -0.5 0.2 -0.2 1.7
Suffer from ‘nerves’ 0.7 1.1 3.0 0.6 0.9 -0.1 1.0 -1.7
Overall health rating 0.4 0.9 1.6 1.1 0.8 0.3 0.9 -1.3
Chest pain or discomfort 0.1 0.2 0.8 -0.2 0.1 0.1 -0.9 0.5
Had major operations 0.5 0.6 1.2 -1.1 -0.5 -0.5 -0.9 0.4
Age at last live birth 0.0 0.1 0.1 0.2 0.2 0.1 -0.4 0.3
Family relationship satisfaction 0.3 0.3 0.8 0.9 0.5 0.6 0.3 0.2
Leg pain on walking 0.3 0.3 1.3 1.1 0.0 0.6 -0.1 -0.4
Qualifications: NVQ or HND or HNC or equivalent 1.9 2.3 3.4 1.8 1.8 1.0 1.0 -1.8
Commuting to job workplace: Car/motor vehicle 0.5 0.6 1.1 0.9 1.0 0.3 0.7 -0.7
Illness, injury, bereavement, stress in last 2 years 2.1 2.6 4.8 -1.9 -1.2 -2.2 -1.7 0.3
Medication: Aspirin 0.4 0.5 1.1 -0.3 -1.0 -0.5 -0.6 0.9
Supplements: Vitamin C 0.6 0.7 1.1 0.1 -0.9 0.9 -1.1 0.8
Knee pain experienced in last month 1.9 2.9 4.7 2.2 1.7 2.0 1.3 -1.3
Hypertension (Self-reported) 0.5 1.3 2.8 1.2 0.8 1.7 1.3 -0.4
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 0.1 0.1 0.4 -0.5 0.0 -0.1 -0.1 0.6
Illnesses of father: Heart disease 1.5 2.1 4.0 -2.0 -1.0 -1.8 -1.1 1.1
Illnesses of siblings: Diabetes 1.3 1.6 5.5 0.0 -0.7 -2.3 -1.4 0.2
Smoking status: Previous 2.1 3.2 7.3 -2.3 -1.3 -0.6 -1.1 2.7
Forced expiratory volume in 1-second (FEV1), predicted 0.3 0.7 1.6 -0.5 -1.1 -0.5 -0.4 1.3
Whole body fat-free mass 0.6 3.6 8.5 -0.9 -2.9 -1.5 -2.1 1.3
Leg fat-free mass (right) 0.6 2.9 6.8 -0.8 -2.6 -1.0 -1.9 1.7
Arm fat percentage (left) 0.3 1.0 2.1 0.6 1.0 1.2 1.4 -0.3
Average weekly red wine intake 1.8 2.7 4.8 1.9 1.7 2.2 1.4 -0.6
Handedness (chirality/laterality): Left-handed 0.2 0.3 0.6 -0.8 -0.4 -0.0 0.3 0.7
Mood swings 0.1 0.2 0.6 -0.1 0.8 -0.0 0.4 -0.4
Loneliness, isolation 0.4 0.5 1.3 1.1 0.4 1.1 -0.1 0.1
Long-standing illness, disability or infirmity 0.3 0.4 0.7 0.6 -0.5 0.3 -0.8 0.8
Ever had bowel cancer screening 0.1 0.1 0.5 0.1 -0.1 -0.7 0.1 -0.0
Diabetes diagnosed by doctor 1.2 1.9 3.1 -1.4 -1.8 -1.4 -1.3 0.9
Ever had stillbirth, spontaneous miscarriage or termination 0.2 0.2 0.8 -0.1 -0.1 -0.5 -0.9 -0.4
Friendships satisfaction 0.7 0.9 2.3 0.5 1.5 0.6 1.2 -0.5
Qualifications: nursing, teaching 0.2 0.4 1.0 -1.0 -0.1 0.3 0.3 0.8
Commuting to job workplace: Walk 0.4 0.5 1.0 0.6 0.0 1.0 1.0 -0.2
Eye problems/disorders: Cataract 0.4 0.5 0.9 0.8 0.7 0.9 0.4 -0.6
Mouth/teeth dental problems: Mouth ulcers 0.1 0.1 0.3 0.2 -0.3 0.6 0.2 0.3
Medication for cholesterol 0.4 0.6 1.5 0.4 0.1 -0.6 -0.9 -1.2
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.1 0.1 0.3 -0.3 -0.1 0.4 -0.0 0.6
Back pain experienced in last month 0.7 1.0 2.3 1.5 0.2 -0.6 -0.6 -1.3
Mineral and other dietary supplements 1.5 2.0 2.5 1.6 1.4 1.3 1.3 -1.5
Breast cancer (self-reported) 0.5 0.6 1.6 0.0 0.7 0.9 1.3 -0.1
Asthma (self-reported) 0.3 0.6 1.8 1.3 0.2 0.5 0.9 -0.1
Osteoporosis (self-reported) 0.8 1.0 2.6 0.7 0.9 1.6 1.0 0.3
Osteoarthritis (self-reported) 1.4 1.8 2.6 1.2 1.6 1.1 1.0 -1.6
Medication: Aspirin 0.4 0.5 0.9 -0.7 -0.9 -0.5 -0.3 1.0
Medication: Gliclazide 3.7 4.2 4.9 -2.2 -2.0 -1.8 -2.2 1.9
Illnesses of father: None of the above (group 1) 0.8 1.0 3.3 0.5 1.0 1.8 0.6 0.1
Smoking status: Current 0.7 1.0 2.9 1.7 0.5 1.1 -0.1 -0.9
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.6 1.2 3.0 1.7 1.4 0.5 0.3 -0.9
Whole body water mass 0.6 3.6 8.6 -0.9 -2.9 -1.4 -2.2 1.4
Leg predicted mass (right) 0.6 3.2 7.2 -0.8 -2.7 -1.0 -1.9 1.8
Arm fat mass (left) 0.1 0.3 0.7 0.5 0.2 0.9 0.8 -0.0
Number of self-reported non-cancer illnesses 0.2 0.4 0.9 -0.1 -0.2 1.0 0.3 0.8
Average weekly champagne plus white wine intake 0.2 0.2 0.6 -0.8 0.4 -0.5 0.2 0.4
Miserableness 0.4 0.7 1.4 0.1 1.0 0.1 1.2 -1.0
Guilty feelings 1.8 2.8 5.4 2.3 1.6 1.6 1.4 -1.2
Wears glasses or contact lenses 2.0 2.3 3.3 -1.8 -1.8 -0.8 -1.2 1.7
Ever taken oral contraceptive pill 2.7 3.1 4.0 -2.0 -1.8 -1.9 -1.4 1.5
Hearing aid user 0.1 0.1 0.3 0.3 0.3 0.6 -0.1 -0.0
Mother’s age at death 0.3 0.4 1.5 0.4 0.4 0.3 0.1 -1.2
Financial situation satisfaction 0.2 0.2 0.6 -0.2 -0.2 -0.5 -0.8 -0.1
Tinnitus: Yes, now most or all of the time 0.6 0.7 1.2 -0.9 -0.7 -0.4 -0.8 1.1
Commuting to job workplace: Public transport 0.3 0.3 0.7 -0.3 0.7 0.3 0.5 -0.8
Eye problems/disorders: Glaucoma 0.5 0.6 2.0 0.3 0.6 1.4 0.8 0.3
Medication: Blood pressure 0.2 0.5 1.2 -0.6 -0.7 0.4 0.3 1.1
Pain type(s) experienced in last month: Hip pain 1.7 2.2 4.1 1.2 1.5 1.0 1.4 -2.0
Supplements: Fish oil (including cod liver oil) 2.2 2.9 4.1 -1.8 -1.7 -2.0 -1.3 1.6
High cholesterol (Self-reported) 0.2 0.4 0.9 -0.2 0.0 0.7 0.7 0.9
Medication: Bendroflumethiazide 2.5 3.8 6.1 1.7 1.9 2.5 2.2 -1.3
Medication: Paracetamol 2.2 3.4 4.9 1.7 1.9 1.5 2.2 -1.8
Medication: Lisinopril 0.7 1.0 2.6 0.3 1.0 1.6 1.1 -0.0
Medication: Atorvastatin 0.1 0.1 0.3 0.2 0.2 0.5 0.0 0.2
Illnesses of father: High blood pressure 0.7 0.8 1.5 0.7 0.7 0.6 1.2 -1.1
Alcohol drinker status: Never 1.3 1.5 3.3 1.8 1.3 1.4 0.4 -0.7
Ever smoked 0.5 0.9 1.6 -0.3 -1.0 0.6 -1.2 1.1
Basal metabolic rate 0.5 2.7 6.6 -0.7 -2.6 -1.2 -1.8 1.2
Leg fat percentage (left) 0.3 1.1 2.6 0.6 1.1 0.4 1.6 -1.0
Arm fat-free mass (left) 0.3 1.7 4.9 -0.3 -2.2 -0.7 -1.6 0.9
Number of operations (self-reported) 0.2 0.3 0.8 -0.1 0.7 0.2 -0.1 -0.9
Average weekly beer plus cider intake 0.6 0.9 2.9 1.7 0.6 1.0 -0.1 0.2
Irritability 0.5 0.9 2.8 -1.1 -0.5 -1.7 -0.4 0.3
Risk taking 0.1 0.2 0.4 0.5 -0.2 0.6 -0.1 0.4
Ever had prostate specific antigen (PSA) test 0.7 0.8 1.8 -0.2 -0.5 -1.2 -1.3 -0.5
Fractured/broken bones in last 5 years 3.5 4.5 6.8 1.9 2.5 1.7 1.9 -2.6
Age started oral contraceptive pill 0.9 1.1 3.5 -1.9 0.0 -1.2 0.8 -0.2
Diastolic blood pressure, automated reading 0.8 2.4 2.9 1.7 1.7 1.4 1.6 -1.4
Ever depressed for a whole week 0.9 1.2 3.1 0.8 1.0 0.0 1.0 -1.8
Unable to work because of sickness or disability 0.6 0.7 1.6 1.0 0.7 -0.8 0.1 -1.3
Commuting to job workplace: Cycle 1.1 1.3 3.2 -1.1 -1.1 -1.8 -1.0 0.0
Myopia 0.9 1.3 2.3 1.5 1.2 1.3 0.8 -0.5
Vascular/heart problems diagnosed by doctor 0.2 0.6 1.6 -0.4 -0.3 -1.2 -1.0 -0.4
Cholesterol lowering medication 0.2 0.3 0.5 0.2 -0.3 0.7 0.5 0.6
Medication: Omeprazole (e.g. Zanprol) 0.3 0.3 1.3 -0.3 -0.4 -0.0 0.3 1.1
Pain experienced in last month 0.7 1.2 3.0 -1.7 -0.2 -0.1 0.6 1.6
Supplements: Calcium 0.4 0.4 1.3 -1.1 -0.7 -0.3 -0.3 0.2
Basal cell carcinoma (self-reported) 0.4 0.5 2.1 0.3 0.4 1.5 0.2 0.1
Heart attack/myocardial infarction (self-reported) 0.4 0.5 1.4 0.5 0.5 1.2 -0.3 0.7
Deep venous thrombosis (DVT) (self-reported) 1.0 1.3 2.9 0.4 -1.6 -0.5 -1.7 0.8
Heart disease (siblings) 0.7 0.8 2.3 -0.9 -0.1 -1.5 -0.8 -0.4
Alcohol drinker status: Previous 0.1 0.1 0.2 0.1 0.1 -0.3 0.5 -0.3
Pack years of smoking 1.6 2.4 7.7 -1.6 -1.1 -2.8 -0.9 0.2
Impedance of whole body 0.2 1.3 2.2 -1.5 -0.8 -1.3 -0.5 1.2
Leg fat mass (left) 0.0 0.1 0.2 0.2 -0.1 -0.2 0.5 -0.1
Arm predicted mass (left) 0.3 1.7 4.9 -0.2 -2.2 -0.9 -1.5 0.7