Hub : Genes

PAPD7

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 Adipose Subcutaneous 0.132 0.053 7.1e-03 0.067 NA 0.024 NA 0.042 3.7e-06 NA 4.0e-03 NA 2.2e-04
2 GTEx Artery Aorta 0.143 0.056 8.3e-03 -0.005 NA -0.003 NA -0.004 9.8e-01 NA 5.2e-01 NA 6.1e-01
3 GTEx Cells EBV-transformed lymphocytes 0.336 0.097 1.7e-03 0.101 NA 0.061 NA 0.146 3.5e-04 NA 4.9e-03 NA 1.8e-05
4 GTEx Testis 0.363 0.074 5.9e-07 0.215 NA 0.203 NA 0.222 6.7e-10 NA 2.3e-09 NA 3.4e-10
5 GTEx Thyroid 0.187 0.053 1.7e-04 0.008 NA -0.003 NA 0.003 8.0e-02 NA 6.7e-01 NA 1.7e-01
6 TCGA Thyroid Carcinoma 0.092 0.033 2.3e-08 0.078 0.096 0.090 NA 0.099 4.9e-08 1.4e-09 4.2e-09 NA 7.0e-10

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6
Bipolar Disorder (2018) 0.9 1.4 5.0 1.3 0.4 1.0 0.3 -2.2 -0.8
Bipolar Disorder or Schizophrenia 2.1 5.0 11.8 3.0 -0.3 1.4 0.7 -3.4 -2.6
Depressed Affect (Nagel 2018) 0.2 0.3 0.9 0.0 -0.1 -0.9 0.9 -0.4 -0.4
Depression (Nagel 2018) 0.2 0.3 0.6 -0.2 -0.6 -0.7 0.6 0.4 -0.2
Intelligence (Savage-Jansen 2018) 0.4 1.1 5.5 0.1 0.4 2.4 -0.8 0.7 0.2
Neuroticism (Nagel 2018) 0.2 0.5 1.2 0.5 -0.1 -0.6 1.1 -0.8 -0.8
Schizophrenia (2018) 1.9 4.0 7.8 2.8 -0.6 1.0 0.7 -2.6 -2.7
Schizophrenia vs Biploar Disorder 0.9 1.2 1.8 0.9 -1.3 1.3 -0.8 -1.2 -0.9
Worry (Nagel 2018) 0.0 0.1 0.2 0.1 0.5 -0.4 0.3 -0.3 -0.0
Alzheimer’s Disease (in mother) 1.7 1.9 3.5 -1.5 -1.8 -0.3 -1.9 0.7 1.5
Alzheimer’s Disease (in father) 1.2 1.3 2.1 -1.2 0.2 0.5 -1.5 1.3 1.4
Alzheimer’s Disease (including proxy) 1.1 1.6 4.5 -1.0 -1.1 0.5 -2.1 0.7 1.4
Crohns Disease (2017) 0.3 0.7 1.9 -0.4 -1.4 0.9 -1.0 0.3 0.8
Irritable Bowel Disease (IBD) 0.6 1.5 3.2 0.5 -1.7 1.8 -1.3 -0.9 0.0
Ulcerative Colitis (UC) 0.8 1.5 2.6 1.1 -1.2 1.6 -0.6 -1.6 -0.8
Major Depression (MDD) 0.5 0.6 2.1 0.3 1.4 0.3 0.8 0.8 -0.2
Reaction Time 0.3 0.6 1.1 0.4 -0.4 1.0 -1.0 -1.0 0.4
Verbal and Numeric Reasoning (VNR) 0.2 0.5 1.9 -0.2 -0.0 1.4 -0.8 0.7 -0.1
Breast Cancer 0.8 2.0 3.8 -1.6 0.4 -0.1 -1.3 1.9 1.9
Ovarian Cancer 0.1 0.1 0.6 0.1 -0.0 -0.0 0.4 0.7 -0.2
Prostate Cancer 0.1 0.2 1.2 -0.2 -1.1 0.2 -0.0 -0.2 -0.0
Age at First Birth 0.2 0.3 0.7 0.3 -0.4 0.8 0.4 -0.8 -0.4
Bipolar Disorder (2011) 0.2 0.2 0.5 0.3 -0.3 0.7 0.1 -0.6 0.2
Body Mass Index (BMI) (2010) 1.9 2.6 7.7 -1.3 -0.1 -2.8 1.0 2.2 0.6
Coronary Artery Disease (CAD) 0.6 0.7 1.4 -0.8 -0.8 0.7 -0.9 0.2 1.2
Crohns Disease (2012) 0.2 0.3 1.3 0.3 -1.1 0.2 0.4 -0.6 -0.3
Mean Putamen Volume 0.8 0.9 3.0 0.1 -0.1 1.7 -1.3 0.0 0.8
Fasting Glucose 0.5 0.6 1.2 1.0 0.8 1.1 -0.4 -0.5 -0.4
HbA1C 0.2 0.2 0.6 -0.3 -0.6 -0.0 -0.8 -0.1 0.3
HDL Cholesterol 0.6 1.1 2.8 1.0 0.7 0.6 0.5 -1.7 -1.2
LDL Cholesterol 0.8 1.3 3.3 -1.0 -0.3 1.0 -1.8 0.3 1.6
Lupus 1.6 2.5 4.3 -0.9 -0.0 2.1 -1.8 1.7 1.9
Neuroticism (2016) 1.0 1.4 3.6 1.1 -0.2 -0.7 1.9 -0.8 -1.6
Primary Biliary Cirrhosis 1.5 2.2 5.8 -0.5 0.1 2.4 -2.0 0.7 1.6
Rheumatoid Arthritis 0.5 0.7 2.0 -0.6 -0.2 -0.3 -1.4 0.8 1.1
Schizophrenia (2014) 2.6 5.7 10.9 3.3 -0.9 1.6 0.5 -3.2 -3.1
Triglycerides 0.2 0.3 0.9 -0.4 -1.0 0.3 -0.7 0.5 0.4
Type 2 Diabetes (T2D) (2012) 0.2 0.2 0.6 -0.4 0.3 0.4 0.5 0.8 0.2
Ulcerative Colitis 0.5 0.7 2.0 0.5 0.3 1.4 -1.0 -0.9 -0.1
Blood Eosinophil Count 1.5 11.2 27.0 -3.1 -0.1 2.3 -5.2 1.5 4.8
Blood Platelet Count 0.4 4.9 9.1 -1.5 3.0 1.5 -2.4 2.0 2.5
Blood Red Count 0.2 2.3 6.2 -1.0 2.5 -1.6 0.4 1.9 0.7
Blood White Count 0.4 2.8 5.0 -2.2 -0.9 -0.5 -2.0 1.3 2.2
Heel T-Score 0.5 3.8 16.4 -0.5 -4.0 0.6 -0.9 -2.1 0.7
BMI 0.4 2.2 4.8 1.0 1.6 -1.5 2.2 -0.2 -1.7
Height 1.6 30.2 71.1 5.5 1.7 -3.1 8.4 -2.3 -7.8
Waist Hip Ratio (WHR) 0.1 0.5 1.1 0.6 -0.2 -1.1 0.5 -0.4 -0.9
Systolic Blood Pressure 0.8 3.8 9.4 0.1 1.7 3.1 -3.0 -0.1 1.2
Smoking Status 0.2 0.6 2.2 -0.7 0.5 0.2 -0.1 1.5 0.5
Allergy or Eczema 0.8 2.2 6.0 -0.4 -1.4 1.7 -2.4 -0.3 1.5
Cardiovascular Disease 0.6 2.0 6.9 0.5 1.3 2.6 -1.7 -0.7 0.5
Hypothyroidism (self reported) 0.3 0.7 2.1 0.5 0.2 -1.5 0.9 -0.5 -0.8
Respiratory disease 0.2 0.5 1.4 -0.2 -0.9 1.2 -0.9 0.1 0.4
Type 2 Diabetes (T2D) (2018) 0.2 0.4 1.5 -0.5 -1.2 0.4 -0.2 0.2 0.4
Lung FEV1/FVC ratio 0.4 1.9 2.9 -1.7 -1.6 0.1 -1.5 1.1 1.6
Lung FVC 0.0 0.1 0.2 0.1 0.3 0.4 -0.5 0.0 0.2
Neuroticism 0.1 0.2 0.4 0.6 -0.4 0.5 0.1 -0.5 -0.3
Chronotype (morning person) 1.6 3.6 7.3 -2.3 1.5 -1.6 -0.6 2.7 2.0
Hair Pigment 0.0 0.2 0.7 -0.4 -0.0 -0.1 0.5 0.9 0.5
Tanning 0.2 2.9 7.0 -0.4 0.4 2.6 -2.6 0.7 1.6
Hand grip strength (left) 1.7 4.4 12.1 0.3 0.4 -3.5 3.3 0.5 -1.8
Number of treatments/medications taken 0.3 0.5 1.3 0.8 -1.2 0.8 -0.5 -0.7 -0.1
Average weekly spirits intake 0.1 0.2 0.6 0.4 0.0 0.1 -0.5 -0.8 -0.1
Sensitivity / hurt feelings 1.2 2.1 5.1 1.1 -1.4 2.2 -1.3 -1.6 0.0
Frequency of depressed mood in last 2 weeks 0.2 0.3 1.5 0.0 -1.2 0.3 -0.6 -0.3 0.1
Hearing difficulty/problems: Yes 1.7 2.6 5.0 1.9 -0.7 -0.4 1.7 -1.9 -2.2
Relative age of first facial hair 2.3 4.8 9.2 2.4 0.4 -0.9 3.0 -1.9 -3.0
Other serious medical condition/disability diagnosed by doctor 0.9 1.2 3.5 1.2 0.2 1.9 -1.4 -0.2 -0.3
Ever used hormone-replacement therapy (HRT) 0.6 0.7 2.3 -1.0 -0.7 -1.5 0.5 -0.1 0.5
Ever had hysterectomy (womb removed) 0.1 0.2 0.6 -0.3 -0.8 -0.1 -0.1 -0.5 0.1
Systolic blood pressure, automated reading 0.3 1.0 2.2 0.7 1.4 1.5 -1.0 -0.4 -0.3
Eye problems/disorders: Diabetes related eye disease 0.2 0.3 0.9 0.2 -0.4 0.9 -0.5 0.5 0.1
Angina 2.7 3.6 9.0 -0.7 -2.1 1.9 -3.0 -0.3 1.9
Medication for hormone replacement therapy 1.7 1.9 6.2 -1.7 -0.7 -2.5 -0.0 1.1 0.9
Vitamin and mineral supplements 0.4 0.5 1.8 -0.2 0.4 -0.4 1.3 0.8 -0.3
Supplements: Zinc 1.3 1.4 2.9 1.3 0.1 0.5 0.9 -1.7 -1.6
Medication: Co-codamol 0.3 0.3 1.2 0.8 1.1 0.3 0.3 0.0 -0.4
Medication: Metformin 0.2 0.3 1.4 0.0 -0.0 -0.4 1.2 -0.1 -0.7
Diabetes (father) 0.5 0.6 1.3 -1.2 -0.3 -0.6 -0.7 0.7 1.0
Diabetes (mother) 0.3 0.4 1.3 0.2 0.4 1.1 -0.9 0.2 0.4
Severe depression (siblings) 0.4 0.4 1.1 -0.0 -1.0 -0.4 0.5 -0.8 -0.4
Pack years adult smoking proportion 0.9 1.4 2.9 -1.5 1.2 -0.9 -0.4 1.7 0.8
Impedance of leg (right) 0.1 0.6 1.1 0.7 0.6 1.0 0.8 -0.7 -0.6
Leg fat-free mass (left) 1.5 8.1 18.1 2.0 1.0 -3.3 4.3 -0.8 -3.8
Trunk fat percentage 1.7 7.0 14.8 2.5 1.8 -1.9 3.9 -1.4 -3.5
Hand grip strength (right) 1.7 4.6 13.8 0.8 0.4 -2.9 3.7 -0.3 -2.1
Townsend deprivation index at recruitment 0.8 1.1 3.3 1.4 0.4 0.1 1.0 -0.1 -1.8
Current tobacco smoking 0.1 0.2 1.0 -0.3 -0.1 -0.5 0.1 1.0 -0.2
Average weekly fortified wine intake 1.0 1.2 2.0 -1.2 0.4 -0.6 -1.4 1.4 1.2
Maternal smoking around birth 0.7 1.0 2.5 0.4 -1.0 -0.9 1.6 0.3 -1.0
Fed-up feelings 1.7 3.1 6.0 2.1 1.0 0.3 2.2 -1.6 -2.5
Frequency of unenthusiasm / disinterest in last 2 weeks 0.9 1.2 3.6 -0.4 0.3 -1.9 1.6 0.8 -0.6
Relative age voice broke 1.8 2.7 5.9 2.2 0.1 0.1 2.0 -1.2 -2.4
Taking other prescription medications 0.6 0.9 1.8 1.3 -0.3 -0.3 0.8 -1.1 -1.3
Age when periods started (menarche) 1.7 4.2 8.6 1.6 -1.6 -0.9 2.9 -2.2 -2.4
Bilateral oophorectomy (both ovaries removed) 0.5 0.6 1.3 0.2 0.6 -0.7 1.1 -0.7 -0.8
Heel bone mineral density (BMD) T-score, automated (left) 0.3 0.8 2.8 -0.2 -1.7 0.5 0.1 -1.2 -0.1
Tinnitus: Yes, but not now, but have in the past 1.4 1.5 5.0 0.1 2.2 -0.7 1.0 1.7 -0.3
Qualifications: CSEs or equivalent 1.2 1.6 3.4 -0.8 1.0 -1.8 1.3 1.7 -0.0
Serious illness, injury or assault to yourself 0.4 0.5 1.5 -0.4 -0.1 0.6 -1.2 0.6 0.7
High blood pressure 0.6 1.6 4.8 0.7 2.2 1.8 -0.5 -0.8 -0.3
Hayfever, allergic rhinitis or eczema 1.4 2.9 9.1 -0.8 -0.9 1.7 -3.0 -0.2 2.0
Multivitamins +/- minerals 0.1 0.2 0.4 0.1 -0.6 -0.3 -0.4 -0.6 -0.0
Stomach or abdominal pain in last month 2.4 3.0 5.2 1.9 -2.3 0.6 1.0 -2.0 -2.0
Supplements: Glucosamine 2.5 3.3 5.4 2.3 -1.5 0.7 1.5 -2.1 -2.2
Diverticular disease/diverticulitis (self-reported) 1.9 2.2 4.0 1.8 0.9 0.8 1.3 -1.7 -2.0
Medication: Atenolol 0.6 0.8 1.6 -0.4 -0.3 1.3 -1.2 -0.2 1.1
Medication: Levothyroxine sodium 0.4 0.6 1.5 1.2 0.3 0.5 0.1 -0.9 -1.1
Sitting height 0.5 3.8 8.6 2.3 0.3 -0.2 2.7 -1.1 -2.9
Chronic bronchitis/emphysema (father) 0.5 0.6 3.1 0.3 -1.8 0.7 -0.1 0.2 -0.2
High blood pressure (mother) 0.3 0.4 0.7 -0.8 -0.3 -0.3 -0.2 0.9 0.8
Body mass index (BMI) 0.9 3.9 7.5 1.8 0.7 -2.1 2.7 -0.9 -2.7
Impedance of leg (left) 0.1 0.5 0.9 0.7 0.5 0.7 0.9 -0.8 -0.8
Leg predicted mass (left) 1.6 8.3 18.5 2.1 1.0 -3.3 4.3 -0.8 -3.8
Trunk fat mass 2.5 10.7 24.3 2.9 1.8 -2.7 4.9 -1.4 -4.4
Waist circumference 1.9 7.0 13.7 2.3 1.1 -2.6 3.7 -1.3 -3.6
Number of incorrect matches in round 1.7 2.8 9.0 1.1 -3.0 0.4 0.1 -2.4 -0.9
Past tobacco smoking 0.5 1.0 4.0 0.0 -2.0 -0.2 -0.3 -1.3 0.1
Alcohol usually taken with meals 0.1 0.2 0.5 0.1 -0.4 0.7 -0.6 0.1 0.2
Nervous feelings 0.2 0.4 0.9 0.7 0.2 0.2 0.7 -0.9 -0.7
Frequency of tenseness / restlessness in last 2 weeks 0.3 0.5 1.2 -0.6 -1.1 0.7 -0.6 0.1 0.8
Hearing difficulty/problems with background noise 0.7 1.2 2.6 0.5 -1.6 1.1 -1.6 -0.7 0.1
Hair/balding pattern: Pattern 2 1.1 1.4 2.9 -1.7 -0.5 -1.1 -1.0 0.9 1.5
Had menopause 2.8 3.5 6.7 -2.6 0.7 -1.8 -0.9 2.0 2.3
Had other major operations 1.8 2.2 4.2 2.0 0.5 1.0 0.6 -2.0 -1.8
Forced vital capacity (FVC) 0.6 2.2 6.1 0.9 1.2 -1.4 2.5 -0.4 -1.7
Heel bone mineral density (BMD) T-score, automated (right) 0.5 1.1 5.1 -0.7 -2.3 0.3 -0.4 -0.7 0.3
Ever unenthusiastic/disinterested for a whole week 1.2 1.5 3.7 -1.2 0.9 -1.4 0.3 1.9 1.0
Qualifications: None of the above 0.0 0.1 0.2 0.3 0.2 -0.1 -0.2 -0.4 -0.0
Financial difficulties in last 2 years 0.5 0.7 2.0 0.3 -1.4 0.9 -0.4 -1.0 -0.2
Mouth/teeth dental problems 0.5 0.8 2.4 -0.3 -0.8 1.6 -1.1 -0.2 0.6
Heart attack 0.2 0.3 0.8 0.3 -0.1 0.9 -0.7 0.1 0.3
Allergy 1.3 3.0 8.1 -0.0 1.3 -2.4 2.9 0.6 -1.3
Pain all over the body in last month 0.9 0.9 3.0 -1.0 0.5 -0.3 -0.5 1.7 1.0
Diabetes (self-reported) 0.2 0.2 1.1 -0.4 -1.1 0.2 0.3 -0.0 0.1
Hayfever/allergic rhinitis (self-reported) 1.0 1.3 4.6 -0.7 0.4 0.5 -2.1 0.5 1.4
Medication: Ramipril 0.8 1.1 1.8 -1.1 1.3 -0.9 0.3 1.2 0.9
Medication: Simvastatin 0.2 0.4 1.2 0.4 0.8 1.1 -0.5 0.1 0.0
Fluid intelligence score 0.3 0.7 1.9 -0.4 1.4 1.1 -0.7 0.6 0.1
Illnesses of siblings 0.6 0.9 1.7 1.1 0.7 1.0 0.8 -0.5 -1.3
Neuroticism score 0.1 0.2 0.5 0.6 0.2 0.4 0.0 -0.7 -0.4
Weight 2.6 13.0 28.3 3.2 1.3 -3.1 5.3 -1.6 -5.0
Impedance of arm (right) 0.3 1.3 5.6 0.3 0.5 2.4 -1.0 -0.8 0.4
Arm fat percentage (right) 0.9 3.6 7.1 2.0 0.7 -1.2 2.6 -1.5 -2.7
Trunk fat-free mass 1.7 10.0 23.4 2.5 0.7 -3.2 4.8 -1.1 -4.3
Hip circumference 2.0 8.5 18.1 2.6 2.1 -2.2 4.3 -1.0 -3.9
Time employed in main current job 2.8 3.3 7.3 -2.1 1.6 -0.8 -0.9 2.7 2.0
Alcohol intake versus 10 years previously 0.1 0.1 0.3 0.5 0.1 0.6 -0.3 0.0 0.1
Father’s age at death 0.2 0.3 0.6 0.5 -0.5 0.1 -0.8 -0.8 -0.4
Worrier / anxious feelings 0.3 0.5 1.7 0.9 0.1 0.4 0.0 -1.3 -0.6
Frequency of tiredness / lethargy in last 2 weeks 0.2 0.4 1.7 -0.2 -1.3 0.4 -0.3 -0.1 0.3
Falls in the last year 1.2 1.7 6.9 0.8 -2.6 0.7 0.1 -1.2 -0.8
Hair/balding pattern: Pattern 3 2.3 3.4 8.8 0.3 -0.7 3.0 -3.0 0.7 1.3
Number of live births 0.7 1.0 2.2 -1.5 -1.1 -0.3 -0.9 -0.2 1.3
Forced expiratory volume in 1-second (FEV1) 0.4 1.4 4.1 0.4 0.0 -1.7 2.0 -0.1 -1.3
Pulse rate 0.0 0.0 0.1 -0.1 0.3 0.1 -0.2 -0.1 0.1
Happiness 0.2 0.2 0.5 0.5 -0.7 0.3 -0.5 -0.3 -0.2
Noisy workplace 1.3 1.6 3.8 1.4 0.0 0.4 1.2 -1.9 -1.6
Qualifications: A levels/AS levels or equivalent 0.6 1.3 3.2 -1.8 -0.5 0.4 -1.1 0.8 1.5
Serious illness, injury or assault of a close relative in last 2 years 0.2 0.2 0.9 0.1 -1.0 -0.3 -0.0 0.4 -0.3
Mouth/teeth dental problems: Dentures 0.3 0.5 1.2 0.9 -0.4 -0.0 0.6 -0.4 -1.1
Asthma 0.2 0.4 1.1 0.1 -0.4 1.0 -1.0 -0.5 0.3
Medication: Ibuprofen (e.g. Nurofen) 1.1 1.3 2.5 1.3 -0.8 0.1 1.5 -0.9 -1.6
Medication: Cholesterol lowering 0.1 0.2 0.4 0.5 0.7 0.2 0.1 -0.1 -0.4
Depression (self-reported) 2.8 3.3 6.8 2.2 1.2 -0.1 2.1 -1.6 -2.6
Medication: Lansoprazole 1.8 2.0 4.9 0.3 -1.5 -1.7 2.2 -0.2 -1.4
Prospective memory result 0.2 0.3 1.2 -0.4 0.4 -1.1 -0.2 0.1 0.4
Lung cancer (father) 0.6 0.7 2.0 0.6 0.0 -0.9 1.4 -0.6 -0.9
Illnesses of mother 0.9 1.1 3.5 0.9 1.9 0.7 0.7 -0.9 -0.8
Forced expiratory volume in 1-second (FEV1), Best measure 0.4 1.3 4.2 0.3 -0.8 -1.3 2.0 -0.2 -1.1
Pulse wave Arterial Stiffness index 0.9 1.1 5.3 0.3 -2.3 0.3 -0.4 -0.9 0.0
Impedance of arm (left) 0.2 0.9 3.6 0.4 1.1 1.9 -0.4 -0.6 0.1
Arm fat mass (right) 1.7 7.2 15.3 2.3 1.4 -2.5 3.9 -1.3 -3.6
Trunk predicted mass 1.7 9.8 22.9 2.5 0.6 -3.1 4.8 -1.1 -4.3
Standing height 1.5 15.2 39.4 3.2 1.6 -2.8 6.3 -1.6 -5.3
Length of working week for main job 0.3 0.3 1.1 -0.6 -1.0 0.2 -0.5 0.4 0.4
Exposure to tobacco smoke at home 0.3 0.3 0.6 -0.2 0.4 -0.8 0.8 0.6 0.2
Breastfed as a baby 1.0 1.2 3.1 -1.8 0.8 -0.8 -0.2 1.2 1.2
Tense / ‘highly strung’ 0.1 0.2 0.6 0.2 -0.2 0.7 0.3 -0.8 0.0
Seen doctor (GP) for nerves, anxiety, tension or depression 1.3 2.0 5.6 0.7 -0.4 -1.7 2.4 -0.5 -1.5
Hair/balding pattern: Pattern 4 1.2 2.9 4.9 1.7 0.1 0.3 2.1 -2.2 -2.2
Birth weight of first child 1.6 2.9 6.1 0.3 2.5 -2.3 2.1 -0.2 -1.3
Peak expiratory flow (PEF) 0.3 0.8 1.8 0.3 0.9 -0.6 1.4 0.7 -1.0
Pulse wave reflection index 1.2 1.5 5.2 0.8 -2.3 0.2 -0.1 -1.6 -0.5
Ever highly irritable/argumentative for 2 days 0.5 0.6 1.1 0.7 -1.0 0.8 -0.4 -1.0 -0.4
Loud music exposure frequency 0.2 0.3 0.6 0.8 -0.2 0.7 0.2 -0.0 -0.6
Qualifications: O levels/GCSEs or equivalent 0.7 1.0 2.3 -1.1 0.1 0.8 -0.8 1.5 1.2
Mouth/teeth dental problems: Bleeding gums 0.6 0.8 2.3 -0.3 1.1 -1.5 1.0 0.7 -0.2
Blood clot in the leg (DVT) 0.8 1.0 5.5 0.4 -2.4 0.5 -0.0 -0.2 -0.2
Medication: Paracetamol 1.6 2.6 9.8 1.0 -3.1 1.4 -0.8 -1.4 -0.5
Headache pain in last month 2.3 4.0 7.8 2.8 -1.5 2.3 0.1 -2.2 -2.0
Medication for cholesterol, blood pressure or diabetes 0.1 0.2 0.9 0.1 -0.9 -0.2 0.4 -0.2 -0.4
Glaucoma (self-reported) 0.1 0.1 0.2 0.5 -0.1 0.2 -0.2 -0.4 -0.2
Gout (self-reported) 1.1 1.5 6.2 0.8 -2.5 1.0 0.1 -0.9 -0.7
Hypothyroidism/myxoedema (self-reported) 0.5 1.0 2.6 1.3 -0.4 0.3 0.2 -1.6 -1.2
Medication: Amlodipine 0.4 0.5 1.7 0.2 -0.2 -0.0 -1.1 -1.3 0.3
Medication: Ventolin 100micrograms inhaler 0.4 0.5 1.4 0.4 0.4 0.2 1.2 0.6 -0.9
Birth weight 1.5 3.2 8.4 0.5 1.6 -2.4 2.9 -0.2 -1.6
Chronic bronchitis/emphysema (mother) 0.9 1.0 2.6 -0.4 -1.3 -1.6 1.0 0.8 -0.1
High blood pressure (siblings) 0.1 0.1 0.1 -0.0 0.3 -0.3 -0.3 -0.1 0.4
Forced vital capacity (FVC), Best measure 0.4 1.4 5.1 0.4 0.8 -1.0 2.3 -0.2 -1.3
Body fat percentage 1.6 6.1 12.3 2.4 1.7 -1.8 3.5 -1.3 -3.3
Leg fat percentage (right) 1.8 6.4 12.7 2.5 1.2 -1.9 3.6 -1.4 -3.5
Arm fat-free mass (right) 1.9 9.9 23.0 2.4 0.9 -3.4 4.8 -0.8 -4.2
Exposure to tobacco smoke outside home 0.3 0.4 1.0 1.0 -0.3 -0.2 0.5 -0.4 -0.9
Comparative body size at age 10 1.2 3.3 5.8 -2.2 -0.1 -2.3 -0.9 2.4 1.7
Number of full brothers 0.7 0.8 1.5 0.2 -0.9 -1.2 1.0 -1.1 -0.6
Worry too long after embarrassment 0.3 0.5 1.1 1.1 0.3 0.7 0.2 -0.9 -0.7
Seen a psychiatrist for nerves, anxiety, tension or depression 0.3 0.5 1.0 0.6 -0.3 -0.5 0.8 -0.6 -1.0
Wheeze or whistling in the chest in last year 0.7 1.3 5.1 1.0 -2.2 0.4 -0.1 -0.9 -0.9
Number of children fathered 0.7 0.8 2.3 -1.1 -0.0 -0.6 0.6 1.5 0.8
Reason for reducing amount of alcohol drunk: Health precaution 1.7 2.0 3.9 2.0 -0.7 0.8 1.2 -1.3 -1.9
Age at first live birth 0.9 1.5 2.9 -1.7 -0.2 0.2 -1.5 1.1 1.7
Pulse wave peak to peak time 1.1 1.3 6.0 -0.3 2.4 -0.6 0.8 0.9 -0.2
Health satisfaction 0.5 0.6 1.7 -0.1 1.3 0.4 -0.7 1.1 0.4
Shortness of breath walking on level ground 3.3 3.9 8.4 -2.5 0.6 -0.1 -1.4 2.9 2.6
Qualifications: College or University degree 0.2 0.6 2.6 -0.1 -1.6 0.4 -0.4 -0.6 -0.1
Eye problems/disorders: None of the above 1.0 1.2 2.9 0.7 -1.6 -0.1 0.8 -1.7 -0.7
Mouth/teeth dental problems: Loose teeth 1.2 1.4 2.7 0.9 0.9 -1.4 1.6 -0.3 -1.6
Emphysema/chronic bronchitis 0.1 0.2 0.4 -0.4 -0.1 0.3 -0.5 0.1 0.6
Medication for pain relief, constipation, heartburn 1.9 3.2 7.6 -1.7 2.8 -1.9 0.6 2.1 0.8
Neck or shoulder pain in last month 0.6 0.8 2.7 1.0 0.8 1.6 -0.7 -0.1 -0.1
Medication: Blood pressure 0.6 1.0 1.8 -1.0 1.3 -0.5 -0.7 1.0 1.3
Angina (self-reported) 2.8 3.6 9.1 -0.7 -2.1 1.9 -3.0 -0.3 2.0
Migraine (self-reported) 0.7 0.9 2.1 1.1 -0.7 1.5 -0.5 -1.0 -0.7
Medication: Ibuprofen 0.9 1.1 1.8 1.0 -1.1 0.1 1.4 -1.0 -1.3
Medication: Allopurinol 1.1 1.5 6.4 -0.0 -2.5 0.9 -0.8 -1.0 0.1
Medication: Omeprazole 1.5 1.8 3.4 1.6 -1.3 1.5 -0.6 -1.8 -0.8
Medication: Seretide 50 evohaler 0.6 0.6 2.8 0.4 -1.7 0.5 0.3 -0.7 -0.3
Mean time to correctly identify matches 0.8 1.6 4.0 0.8 -0.1 2.0 -1.4 -1.6 0.3
Heart disease (mother) 1.3 1.6 3.4 -1.9 -0.0 -0.6 -1.0 1.5 1.7
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.3 0.4 1.4 0.1 0.3 -0.6 1.2 0.4 -0.6
Whole body fat mass 2.4 10.2 22.7 2.7 1.8 -2.9 4.8 -1.4 -4.2
Leg fat mass (right) 2.3 9.1 20.2 2.4 1.7 -2.9 4.5 -1.2 -4.0
Arm predicted mass (right) 2.1 10.5 25.5 2.5 1.0 -3.4 5.0 -0.9 -4.2
Pulse rate, automated reading 0.2 0.8 2.9 1.0 1.7 0.8 -0.0 0.1 -0.6
Alcohol intake frequency. 0.1 0.3 0.6 -0.6 0.3 -0.5 0.0 0.8 0.5
Comparative height size at age 10 1.5 8.5 22.6 2.5 1.9 -1.9 4.8 -0.7 -3.8
Number of full sisters 1.0 1.2 4.8 0.3 -2.2 0.8 -0.9 -1.1 0.0
Suffer from ‘nerves’ 0.2 0.3 1.1 -0.3 1.1 -0.0 -0.3 0.7 0.5
Overall health rating 0.5 1.0 2.1 1.5 0.7 0.4 0.7 -1.0 -1.3
Chest pain or discomfort 0.5 0.8 1.9 0.9 -1.4 1.2 -0.2 -0.4 -0.5
Had major operations 0.1 0.1 0.2 -0.1 0.5 0.1 0.1 -0.2 0.4
Age at last live birth 0.5 0.8 1.9 -0.9 -0.1 0.8 -1.4 0.1 1.1
Family relationship satisfaction 0.7 0.9 1.9 0.6 -1.2 1.4 -1.1 -0.4 0.0
Leg pain on walking 0.3 0.4 0.7 0.2 0.9 -0.7 0.8 0.3 -0.5
Qualifications: NVQ or HND or HNC or equivalent 0.7 0.8 2.0 -0.5 -0.8 -1.3 1.4 0.5 -0.1
Commuting to job workplace: Car/motor vehicle 1.1 1.3 4.2 -0.7 -0.7 -2.1 1.6 -0.1 -0.1
Illness, injury, bereavement, stress in last 2 years 1.3 1.5 5.5 1.1 2.4 0.4 1.1 -0.6 -0.9
Medication: Aspirin 1.0 1.4 3.2 -0.2 -0.9 1.8 -1.7 -0.3 1.1
Supplements: Vitamin C 0.4 0.4 1.2 0.0 -0.5 0.2 -1.1 -1.1 0.2
Knee pain experienced in last month 0.4 0.6 1.2 1.0 0.7 -0.5 0.7 -0.2 -1.1
Hypertension (Self-reported) 0.6 1.5 4.1 0.4 2.0 1.9 -1.0 -0.6 0.2
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 0.4 0.4 1.8 0.8 0.2 1.3 -0.1 -0.2 -0.4
Illnesses of father: Heart disease 0.5 0.7 1.4 -0.8 0.1 0.5 -1.1 0.8 1.2
Illnesses of siblings: Diabetes 0.7 0.9 1.8 -1.0 0.3 0.1 -1.3 0.8 1.3
Smoking status: Previous 0.8 1.2 6.4 0.4 2.5 -0.0 0.5 0.3 -0.4
Forced expiratory volume in 1-second (FEV1), predicted 1.1 2.4 7.0 0.2 0.3 -2.3 2.6 0.0 -1.4
Whole body fat-free mass 1.7 9.5 22.2 2.2 0.8 -3.4 4.7 -0.9 -4.1
Leg fat-free mass (right) 1.4 7.3 15.9 1.9 0.8 -3.3 4.0 -0.6 -3.6
Arm fat percentage (left) 1.1 4.4 8.3 2.1 1.1 -1.5 2.9 -1.5 -2.9
Average weekly red wine intake 0.7 1.0 1.9 1.4 -0.4 -0.1 0.5 -1.3 -1.3
Handedness (chirality/laterality): Left-handed 0.6 0.7 3.6 0.3 1.9 -0.1 0.3 0.3 -0.6
Mood swings 0.1 0.2 0.5 -0.5 0.0 0.2 -0.4 0.1 0.7
Loneliness, isolation 0.7 0.9 2.3 0.6 -0.1 -1.5 1.2 0.2 -1.2
Long-standing illness, disability or infirmity 0.5 0.7 1.5 -0.3 -0.8 0.8 -1.2 0.9 0.9
Ever had bowel cancer screening 1.5 1.7 3.6 1.6 -1.0 0.6 0.7 -1.9 -1.5
Diabetes diagnosed by doctor 0.2 0.4 2.0 -0.5 -1.4 -0.0 -0.1 0.2 0.3
Ever had stillbirth, spontaneous miscarriage or termination 0.2 0.2 0.4 0.5 -0.1 -0.4 0.7 -0.3 -0.6
Friendships satisfaction 0.4 0.5 1.0 0.7 -0.9 0.9 -1.0 -0.4 -0.2
Qualifications: nursing, teaching 0.3 0.5 0.8 -0.7 -0.8 -0.8 0.6 0.9 -0.1
Commuting to job workplace: Walk 2.3 2.5 4.5 -2.1 -0.7 -0.1 -1.4 2.0 2.0
Eye problems/disorders: Cataract 0.9 1.0 1.7 -0.5 1.2 1.3 -1.1 1.1 0.7
Mouth/teeth dental problems: Mouth ulcers 0.1 0.2 0.4 0.0 0.4 0.2 -0.4 -0.6 0.4
Medication for cholesterol 0.2 0.3 0.7 0.8 -0.1 0.1 0.7 -0.3 -0.8
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.4 0.4 1.1 -0.4 -1.0 -0.8 0.6 -0.4 -0.1
Back pain experienced in last month 1.8 2.6 5.9 2.4 0.3 0.6 1.4 -1.2 -2.4
Mineral and other dietary supplements 0.4 0.6 0.8 -0.5 -0.6 0.6 -0.9 0.8 0.9
Breast cancer (self-reported) 0.5 0.7 2.3 0.9 -0.2 0.2 0.5 -1.5 -0.6
Asthma (self-reported) 0.1 0.3 0.8 -0.2 -0.1 0.8 -0.9 -0.2 0.4
Osteoporosis (self-reported) 0.9 1.1 2.6 0.2 1.3 1.6 -1.0 -0.7 0.6
Osteoarthritis (self-reported) 1.2 1.5 3.6 1.9 -0.0 1.1 0.3 -1.6 -1.3
Medication: Aspirin 0.9 1.1 2.5 -0.4 -0.3 1.6 -1.6 -0.2 1.2
Medication: Gliclazide 0.2 0.2 0.4 -0.7 -0.4 -0.2 -0.1 0.5 0.5
Illnesses of father: None of the above (group 1) 3.1 3.8 7.1 2.4 1.3 -0.3 2.5 -1.5 -2.7
Smoking status: Current 0.2 0.3 1.2 -0.3 -0.5 0.0 -0.2 1.1 0.0
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.2 0.4 0.8 -0.4 -0.8 0.1 -0.9 -0.4 0.6
Whole body water mass 1.6 9.2 21.3 2.2 0.8 -3.4 4.6 -0.8 -4.0
Leg predicted mass (right) 1.4 7.3 16.1 1.8 0.8 -3.4 4.0 -0.5 -3.5
Arm fat mass (left) 2.0 8.1 17.2 2.4 1.5 -2.7 4.2 -1.3 -3.8
Number of self-reported non-cancer illnesses 2.0 3.5 6.9 2.6 0.3 1.7 0.3 -2.6 -2.1
Average weekly champagne plus white wine intake 1.6 2.2 4.5 -1.4 -0.6 1.1 -2.1 0.9 2.0
Miserableness 0.4 0.7 1.7 -1.1 0.1 -1.3 1.0 0.4 0.4
Guilty feelings 0.2 0.3 0.8 0.6 -0.4 -0.2 0.1 -0.9 -0.6
Wears glasses or contact lenses 1.1 1.3 4.0 -1.4 -0.1 0.5 -1.0 0.8 2.0
Ever taken oral contraceptive pill 1.6 1.8 5.3 -0.7 -0.3 -2.3 1.6 1.2 -0.6
Hearing aid user 0.8 0.9 2.4 1.5 0.5 1.4 0.1 -0.2 -0.9
Mother’s age at death 0.9 1.2 2.3 1.1 -0.5 -0.4 1.0 -1.5 -1.4
Financial situation satisfaction 1.7 2.1 4.3 -1.5 -2.1 -0.0 -1.6 0.8 1.7
Tinnitus: Yes, now most or all of the time 1.3 1.6 3.3 1.8 0.6 0.8 1.0 -1.3 -1.6
Commuting to job workplace: Public transport 1.0 1.1 2.7 0.1 0.9 1.6 -1.6 0.7 0.5
Eye problems/disorders: Glaucoma 0.3 0.4 0.7 0.7 -0.9 0.6 -0.3 -0.6 -0.4
Medication: Blood pressure 0.8 1.6 3.7 1.2 1.1 1.9 -0.4 -1.6 -0.6
Pain type(s) experienced in last month: Hip pain 1.5 1.9 4.3 1.6 0.4 -0.0 1.6 -1.3 -2.1
Supplements: Fish oil (including cod liver oil) 1.0 1.4 4.2 -0.8 2.0 -1.8 0.4 0.4 0.2
High cholesterol (Self-reported) 0.3 0.6 1.5 -0.6 1.0 0.5 -0.0 1.2 0.5
Medication: Bendroflumethiazide 1.0 1.5 7.2 0.5 2.7 1.1 -0.6 -0.1 0.2
Medication: Paracetamol 1.3 2.0 5.1 1.4 -2.3 1.5 -0.5 -1.5 -0.7
Medication: Lisinopril 0.2 0.3 0.7 0.4 0.3 -0.8 0.8 -0.1 -0.5
Medication: Atorvastatin 1.0 1.2 3.1 -0.4 0.4 -1.8 1.5 1.3 -0.2
Illnesses of father: High blood pressure 0.4 0.5 1.6 -0.1 1.3 -1.0 0.2 0.0 -0.3
Alcohol drinker status: Never 0.3 0.4 1.5 -0.7 -1.2 -0.3 -0.1 -0.1 0.5
Ever smoked 0.9 1.5 5.2 -0.5 2.3 0.2 -0.1 1.9 0.4
Basal metabolic rate 2.0 11.0 25.3 2.5 1.0 -3.5 5.0 -1.0 -4.4
Leg fat percentage (left) 1.8 6.5 12.5 2.5 1.2 -2.0 3.5 -1.4 -3.5
Arm fat-free mass (left) 2.1 10.6 25.7 2.4 0.7 -3.5 5.1 -1.0 -4.3
Number of operations (self-reported) 0.3 0.4 1.3 0.6 0.2 0.7 -0.3 -1.1 -0.3
Average weekly beer plus cider intake 0.5 0.8 2.2 1.1 -0.3 0.4 0.0 -1.5 -1.1
Irritability 0.2 0.3 0.7 0.5 -0.4 0.0 0.2 -0.8 -0.7
Risk taking 0.7 1.1 2.9 -1.4 -0.1 -0.3 -1.2 0.4 1.7
Ever had prostate specific antigen (PSA) test 0.7 0.8 2.3 0.1 -0.5 1.2 -1.5 -0.7 0.5
Fractured/broken bones in last 5 years 1.1 1.4 3.0 -1.7 -0.3 -1.4 -0.4 1.4 1.2
Age started oral contraceptive pill 0.1 0.1 0.6 -0.1 0.8 0.2 -0.1 -0.2 0.1
Diastolic blood pressure, automated reading 0.7 2.3 4.4 1.8 2.0 0.2 1.3 -0.6 -2.1
Ever depressed for a whole week 0.7 0.9 2.4 -1.0 0.2 -1.5 0.5 1.1 0.5
Unable to work because of sickness or disability 0.9 1.2 2.4 -1.2 -1.5 -0.7 -1.1 0.6 1.2
Commuting to job workplace: Cycle 1.0 1.2 3.0 1.5 0.7 0.6 0.6 -0.8 -1.7
Myopia 0.3 0.5 2.4 0.1 1.5 0.6 0.3 0.1 -0.2
Vascular/heart problems diagnosed by doctor 0.8 2.2 6.4 -1.3 -1.5 -2.5 0.9 1.5 0.4
Cholesterol lowering medication 0.1 0.1 0.3 0.1 0.2 0.5 -0.1 -0.3 0.1
Medication: Omeprazole (e.g. Zanprol) 1.2 1.4 2.1 1.4 -1.4 1.4 -0.4 -1.5 -0.7
Pain experienced in last month 0.8 1.3 3.5 -1.9 -0.4 -1.3 -0.6 0.5 1.3
Supplements: Calcium 0.4 0.4 1.7 0.6 -0.2 1.3 -0.1 -0.5 -0.4
Basal cell carcinoma (self-reported) 2.3 2.7 5.1 -1.7 -0.5 0.5 -2.0 2.0 2.2
Heart attack/myocardial infarction (self-reported) 0.3 0.3 1.1 0.5 -0.2 1.1 -0.7 -0.3 0.0
Deep venous thrombosis (DVT) (self-reported) 0.7 0.9 4.9 0.0 -2.2 0.6 -0.3 0.2 0.2
Heart disease (siblings) 1.2 1.4 2.9 -1.4 -1.7 -1.4 -0.6 0.0 1.2
Alcohol drinker status: Previous 1.3 1.5 4.1 1.0 2.0 0.3 1.3 -0.1 -1.4
Pack years of smoking 1.0 1.4 3.0 -1.3 1.7 -0.7 -0.6 1.5 0.8
Impedance of whole body 0.1 0.7 2.9 0.3 0.8 1.7 -0.1 -0.6 0.1
Leg fat mass (left) 2.4 9.3 20.2 2.5 1.7 -3.0 4.5 -1.2 -4.0
Arm predicted mass (left) 1.9 9.9 23.1 2.5 0.7 -3.3 4.8 -0.8 -4.2