Hub : Genes

CCDC12

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 Skin Sun Exposed Lower leg 0.0580 0.0240 3.3e-04 0.074 NA 0.029 NA 0.060 9.3e-07 NA 1.7e-03 NA 1.1e-05
2 METSIM Adipose 0.0803 0.0257 1.6e-11 0.063 0.073 0.099 0.073 0.102 1.0e-09 4.3e-11 1.2e-14 4.8e-11 5.2e-15
3 YFS Blood 0.1057 0.0258 0.0e+00 0.080 0.083 0.101 0.098 0.103 5.8e-25 8.3e-26 3.1e-31 2.9e-30 6.3e-32
4 TCGA Breast Invasive Carcinoma 0.0172 0.0104 5.4e-04 0.009 0.012 0.004 NA 0.008 4.2e-03 1.6e-03 3.5e-02 NA 8.6e-03
5 TCGA Ovarian Serous Cystadenocarcinoma 0.0490 0.0270 5.0e-04 0.019 0.026 0.011 NA 0.010 1.8e-02 6.5e-03 6.0e-02 NA 6.4e-02
6 TCGA Prostate Adenocarcinoma 0.0335 0.0253 9.1e-03 0.001 0.006 0.006 NA 0.001 2.4e-01 6.4e-02 6.3e-02 NA 2.3e-01
7 TCGA Stomach Adenocarcinoma 0.0540 0.0350 1.2e-03 0.017 0.033 0.029 NA 0.021 2.0e-02 2.0e-03 3.3e-03 NA 1.0e-02

Trait associations

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3 4 5 6 7
Bipolar Disorder (2018) 1.6 2.6 4.4 -2.1 -0.7 0.1 1.8 1.6 1.9 1.9
Bipolar Disorder or Schizophrenia 0.7 1.6 3.5 -1.3 -0.7 -0.5 1.5 1.1 1.9 1.4
Depressed Affect (Nagel 2018) 0.4 0.8 1.4 -1.1 -0.5 -1.0 0.8 0.8 1.2 0.8
Depression (Nagel 2018) 0.1 0.1 0.3 -0.2 -0.0 -0.1 0.3 0.1 0.6 0.1
Intelligence (Savage-Jansen 2018) 0.3 1.1 3.2 -0.5 -1.8 -1.6 0.4 0.5 0.8 0.6
Neuroticism (Nagel 2018) 0.0 0.1 0.2 -0.3 0.4 0.0 -0.1 -0.5 0.4 -0.1
Schizophrenia (2018) 0.1 0.2 0.8 0.0 -0.4 -0.6 0.4 0.1 0.9 0.3
Schizophrenia vs Biploar Disorder 1.5 2.0 3.3 1.6 0.7 -0.3 -1.4 -1.8 -1.6 -1.8
Worry (Nagel 2018) 0.1 0.2 0.6 -0.7 0.2 0.2 0.5 0.0 0.6 0.6
Alzheimer’s Disease (in mother) 0.2 0.2 0.7 0.5 -0.5 -0.3 0.4 0.8 0.6 -0.1
Alzheimer’s Disease (in father) 0.1 0.1 0.2 -0.2 -0.2 -0.3 -0.3 0.2 -0.4 0.1
Alzheimer’s Disease (including proxy) 0.1 0.2 0.6 -0.1 -0.4 -0.4 0.2 0.8 0.5 0.1
Crohns Disease (2017) 0.5 1.2 4.0 -2.0 -1.0 -0.6 0.9 0.7 0.9 0.8
Irritable Bowel Disease (IBD) 0.2 0.5 3.0 -1.7 -0.3 -0.0 -0.1 -0.4 -0.1 0.0
Ulcerative Colitis (UC) 0.2 0.4 0.9 -0.9 -0.0 0.1 -0.7 -0.9 -0.6 -0.4
Major Depression (MDD) 0.2 0.2 0.6 0.6 0.7 0.6 -0.1 -0.3 -0.3 -0.4
Reaction Time 9.0 17.2 22.4 4.4 3.8 2.8 -4.3 -4.7 -4.2 -4.4
Verbal and Numeric Reasoning (VNR) 1.1 2.6 4.9 -1.0 -2.2 -2.0 1.2 1.4 1.7 1.4
Breast Cancer 0.6 1.6 3.5 1.1 -1.2 -1.9 1.3 1.3 1.0 -0.0
Ovarian Cancer 2.4 3.2 5.1 2.3 2.0 1.7 -1.4 -1.7 -1.8 -1.5
Prostate Cancer 0.2 0.2 1.0 -0.1 -0.1 -0.3 0.6 0.2 1.0 0.4
Age at First Birth 1.4 2.0 3.7 1.9 0.9 0.9 -1.4 -1.0 -1.7 -1.7
Bipolar Disorder (2011) 1.2 1.1 7.1 -2.7 -0.9 -0.0 0.0 0.0 0.0 0.0
Body Mass Index (BMI) (2010) 0.3 0.5 1.6 -1.2 -0.2 -0.1 0.3 1.0 0.6 0.4
Coronary Artery Disease (CAD) 0.5 0.6 1.1 0.6 0.3 0.3 -1.0 -0.7 -1.1 -0.9
Crohns Disease (2012) 1.3 2.1 4.2 -2.1 -0.8 -0.2 1.4 1.5 1.8 1.4
Mean Putamen Volume 0.2 0.2 0.4 0.6 0.5 0.6 -0.2 -0.1 -0.6 -0.5
Fasting Glucose 0.6 0.7 1.8 -0.6 -0.4 -0.3 0.9 1.3 0.7 0.9
HbA1C 1.7 1.9 2.6 1.5 1.1 0.8 -1.5 -1.3 -1.6 -1.6
HDL Cholesterol 3.1 5.2 6.2 -2.3 -2.3 -2.1 2.5 2.5 2.2 2.2
LDL Cholesterol 0.0 0.1 0.4 0.6 0.2 -0.0 0.0 0.3 0.1 -0.1
Lupus 0.7 1.1 2.3 1.5 0.8 0.4 -0.8 -0.6 -1.2 -1.4
Neuroticism (2016) 1.7 2.5 3.6 -1.4 -1.2 -1.0 1.7 1.8 1.7 1.9
Primary Biliary Cirrhosis 0.1 0.2 0.5 0.3 0.2 0.2 -0.7 -0.4 -0.5 -0.5
Rheumatoid Arthritis 0.2 0.3 0.6 0.4 0.2 -0.1 -0.8 -0.6 -0.7 -0.6
Schizophrenia (2014) 0.0 0.0 0.1 0.2 -0.3 -0.4 0.2 0.0 0.2 -0.0
Triglycerides 1.9 3.2 4.1 2.0 1.8 1.3 -1.9 -1.8 -2.0 -1.6
Type 2 Diabetes (T2D) (2012) 7.8 9.0 13.8 2.6 2.9 2.6 -3.0 -3.7 -3.1 -2.9
Ulcerative Colitis 0.4 0.6 1.1 -0.0 0.8 0.9 -0.8 -1.1 -0.8 -0.7
Blood Eosinophil Count 1.1 8.5 10.9 2.5 2.9 2.7 -3.3 -3.2 -2.6 -3.1
Blood Platelet Count 0.3 3.4 11.3 -3.4 -1.0 -0.2 1.7 1.6 1.6 1.9
Blood Red Count 0.1 1.0 3.5 1.9 1.2 0.7 -0.2 0.6 -0.6 -0.8
Blood White Count 19.6 145.0 174.2 11.3 11.7 9.3 -12.7 -12.9 -13.2 -12.7
Heel T-Score 4.5 35.5 56.1 5.8 4.4 3.6 -6.7 -6.0 -7.5 -6.7
BMI 0.4 2.5 6.1 -2.5 -1.0 -1.4 1.2 1.6 1.5 1.4
Height 0.4 8.1 32.8 5.7 -0.1 -0.2 2.1 2.5 -3.1 -1.7
Waist Hip Ratio (WHR) 10.5 47.2 60.5 5.8 6.7 5.1 -7.8 -7.2 -7.3 -7.7
Systolic Blood Pressure 2.2 11.0 16.5 3.9 2.1 1.3 -3.1 -4.0 -3.6 -4.1
Smoking Status 2.6 6.2 8.1 -2.2 -2.5 -2.3 2.8 2.1 2.7 2.8
Allergy or Eczema 4.0 10.4 17.6 -3.1 -2.7 -1.9 3.5 3.6 4.2 3.0
Cardiovascular Disease 0.9 3.1 4.2 1.8 1.9 1.8 -1.4 -1.6 -2.1 -1.7
Hypothyroidism (self reported) 0.8 1.9 5.5 -1.3 -0.8 -1.3 1.3 1.0 2.4 1.1
Respiratory disease 0.2 0.5 1.8 -0.2 0.9 1.3 0.1 0.0 0.8 0.0
Type 2 Diabetes (T2D) (2018) 5.4 10.0 14.2 3.0 2.2 1.7 -3.6 -3.8 -3.8 -3.5
Lung FEV1/FVC ratio 1.5 7.4 12.8 3.3 1.4 0.2 -3.2 -2.8 -3.6 -2.8
Lung FVC 0.3 1.6 2.8 0.0 1.2 1.6 -1.6 -1.7 -1.1 -0.8
Neuroticism 0.5 1.2 2.5 -1.6 -0.2 -0.2 1.3 0.6 1.5 1.3
Chronotype (morning person) 1.6 3.7 5.3 1.4 2.2 2.0 -1.8 -2.1 -2.3 -1.7
Hair Pigment 0.1 3.9 7.9 -1.2 -2.5 -2.8 1.8 1.9 1.7 1.4
Tanning 0.1 1.1 2.3 0.3 1.5 0.9 -1.5 -1.2 -0.9 -0.5
Hand grip strength (left) 2.1 5.6 9.6 -1.2 -2.6 -2.2 3.1 3.1 1.3 2.3
Number of treatments/medications taken 0.3 0.6 1.6 -1.0 -0.0 0.1 0.8 0.7 1.3 0.7
Average weekly spirits intake 3.9 4.9 6.1 -1.9 -2.1 -2.5 2.1 2.5 2.3 2.1
Sensitivity / hurt feelings 0.2 0.4 1.5 -0.3 0.8 1.2 0.4 -0.1 0.5 0.3
Frequency of depressed mood in last 2 weeks 0.2 0.2 0.7 0.4 0.3 0.1 -0.4 -0.9 -0.5 -0.5
Hearing difficulty/problems: Yes 1.9 2.9 4.1 1.6 1.6 1.1 -1.9 -2.0 -1.6 -2.0
Relative age of first facial hair 0.2 0.5 1.3 -0.1 0.6 1.1 0.8 0.1 0.8 0.6
Other serious medical condition/disability diagnosed by doctor 0.4 0.6 1.1 -0.9 -0.7 -0.3 0.6 0.7 1.1 0.7
Ever used hormone-replacement therapy (HRT) 0.2 0.2 0.5 0.6 0.3 0.2 -0.4 -0.7 -0.2 -0.6
Ever had hysterectomy (womb removed) 1.0 1.1 2.4 -0.9 -1.0 -0.7 0.9 0.9 1.6 1.3
Systolic blood pressure, automated reading 0.5 1.4 2.7 1.6 0.9 0.4 -1.1 -1.2 -1.0 -1.7
Eye problems/disorders: Diabetes related eye disease 2.9 3.1 5.8 1.6 0.4 -0.1 -2.0 -2.4 -2.1 -2.2
Angina 1.4 1.8 3.4 1.3 1.1 0.9 -1.5 -1.0 -1.8 -1.4
Medication for hormone replacement therapy 0.2 0.3 0.6 0.4 0.4 0.0 -0.6 -0.6 -0.4 -0.7
Vitamin and mineral supplements 9.8 13.3 18.5 4.0 3.1 2.3 -4.2 -3.6 -4.3 -3.7
Supplements: Zinc 1.9 2.1 3.2 -1.5 -1.8 -1.6 1.4 1.3 1.4 1.1
Medication: Co-codamol 0.1 0.2 0.4 0.2 0.6 0.1 -0.6 -0.4 -0.3 -0.2
Medication: Metformin 3.2 4.5 6.8 1.8 1.6 1.0 -2.4 -2.5 -2.4 -2.6
Diabetes (father) 2.4 2.9 4.4 1.6 1.2 1.0 -1.7 -2.1 -1.9 -2.1
Diabetes (mother) 7.7 9.8 11.5 2.9 3.2 3.2 -2.8 -3.1 -3.4 -3.3
Severe depression (siblings) 0.5 0.5 1.2 -0.4 -0.6 -0.1 1.1 0.7 0.8 0.8
Pack years adult smoking proportion 1.5 2.3 4.8 1.7 2.2 1.9 -1.0 -1.0 -1.3 -1.0
Impedance of leg (right) 1.1 5.2 16.0 4.0 1.0 0.6 -1.7 -1.7 -2.6 -2.6
Leg fat-free mass (left) 0.2 1.3 3.8 -0.6 -0.7 -1.0 1.6 1.9 0.4 0.8
Trunk fat percentage 0.1 0.5 2.2 -0.4 -0.3 -0.8 0.6 1.5 0.4 0.4
Hand grip strength (right) 0.8 2.1 4.5 -0.3 -1.7 -1.7 2.1 1.8 0.2 1.2
Townsend deprivation index at recruitment 0.0 0.1 0.2 0.4 0.1 0.3 -0.1 0.0 -0.2 0.3
Current tobacco smoking 0.2 0.3 0.6 0.8 0.0 -0.6 -0.2 -0.7 -0.4 -0.5
Average weekly fortified wine intake 2.3 2.6 4.9 -1.7 -2.2 -1.9 1.3 1.6 1.2 1.2
Maternal smoking around birth 3.6 5.2 8.8 3.0 1.8 1.0 -2.3 -2.5 -2.5 -2.4
Fed-up feelings 0.3 0.5 0.8 -0.6 0.9 0.6 0.8 0.5 0.9 0.6
Frequency of unenthusiasm / disinterest in last 2 weeks 0.4 0.5 1.2 -0.7 -0.2 -0.1 0.9 0.7 1.1 0.8
Relative age voice broke 0.4 0.7 1.3 -0.9 -0.1 0.4 1.1 0.7 1.2 0.9
Taking other prescription medications 0.1 0.1 0.5 0.0 0.7 0.2 -0.3 -0.3 0.2 -0.5
Age when periods started (menarche) 0.4 1.1 2.0 -0.7 -0.9 -0.6 1.4 1.0 1.2 1.2
Bilateral oophorectomy (both ovaries removed) 0.1 0.1 0.4 -0.4 -0.2 -0.1 0.2 0.1 0.4 0.7
Heel bone mineral density (BMD) T-score, automated (left) 3.3 7.6 12.7 3.1 2.4 2.0 -2.8 -2.1 -3.6 -2.9
Tinnitus: Yes, but not now, but have in the past 0.2 0.2 0.7 -0.4 0.6 0.8 0.1 0.6 -0.0 0.3
Qualifications: CSEs or equivalent 2.8 3.7 5.3 1.9 1.8 1.5 -1.9 -2.3 -2.0 -2.0
Serious illness, injury or assault to yourself 0.6 0.8 1.4 -0.2 -1.1 -1.2 0.9 0.7 0.9 0.7
High blood pressure 0.0 0.1 0.2 -0.0 -0.1 -0.2 0.4 0.1 0.5 -0.1
Hayfever, allergic rhinitis or eczema 3.8 8.3 11.0 -2.6 -2.8 -2.2 3.3 3.2 3.3 2.6
Multivitamins +/- minerals 8.4 10.7 13.9 -3.6 -2.8 -2.1 3.7 3.4 3.7 3.3
Stomach or abdominal pain in last month 2.9 3.6 8.1 1.4 2.5 2.9 -1.6 -1.4 -1.4 -1.4
Supplements: Glucosamine 2.3 3.1 5.2 -1.1 -1.4 -1.1 2.3 2.3 1.9 1.8
Diverticular disease/diverticulitis (self-reported) 1.7 2.0 2.5 1.5 1.6 1.2 -1.6 -1.4 -1.4 -1.3
Medication: Atenolol 0.6 0.8 2.1 -1.2 -1.1 -1.5 0.3 0.4 0.3 0.4
Medication: Levothyroxine sodium 1.6 2.7 4.3 -1.6 -1.6 -1.7 1.8 1.3 2.1 1.3
Sitting height 0.4 2.5 8.7 0.2 -1.1 -1.5 2.0 2.9 0.1 1.3
Chronic bronchitis/emphysema (father) 0.5 0.5 1.7 0.6 1.1 1.3 -0.4 -0.2 -0.3 -0.4
High blood pressure (mother) 0.3 0.4 0.6 -0.7 -0.7 -0.8 0.4 0.6 0.5 0.5
Body mass index (BMI) 0.3 1.2 3.8 -1.9 -0.6 -1.1 0.6 1.1 0.9 0.8
Impedance of leg (left) 1.4 6.7 16.2 4.0 1.6 1.1 -2.1 -2.1 -2.9 -3.1
Leg predicted mass (left) 0.2 1.3 4.0 -0.6 -0.7 -0.9 1.6 2.0 0.5 0.8
Trunk fat mass 0.2 0.8 2.9 -0.3 -0.5 -1.1 0.9 1.7 0.2 0.4
Waist circumference 0.2 0.8 1.8 0.3 0.6 -0.3 -1.1 -0.6 -1.3 -1.4
Number of incorrect matches in round 1.2 1.9 3.8 -1.6 -0.7 -0.6 1.5 1.4 1.9 1.4
Past tobacco smoking 3.7 6.9 9.0 2.4 2.6 2.5 -2.6 -2.4 -3.0 -2.8
Alcohol usually taken with meals 0.7 1.1 1.7 -0.3 -1.3 -1.0 1.3 0.9 1.2 0.9
Nervous feelings 0.5 0.9 2.3 -1.2 -0.1 0.4 1.1 0.7 1.0 1.5
Frequency of tenseness / restlessness in last 2 weeks 0.9 1.5 2.5 1.2 1.6 1.0 -1.2 -1.0 -1.3 -1.1
Hearing difficulty/problems with background noise 0.1 0.1 0.4 0.2 0.0 -0.1 -0.5 -0.6 -0.1 -0.4
Hair/balding pattern: Pattern 2 1.0 1.3 3.7 1.1 1.2 1.9 -0.5 -0.4 -1.0 -1.1
Had menopause 0.6 0.8 1.4 -0.5 -0.8 -0.6 1.0 1.2 1.1 0.8
Had other major operations 0.7 0.8 1.9 -1.0 -0.5 -0.2 1.4 0.7 1.0 1.1
Forced vital capacity (FVC) 0.3 1.0 2.4 0.7 1.0 1.1 -0.5 -0.8 -1.5 -1.1
Heel bone mineral density (BMD) T-score, automated (right) 5.5 12.6 21.2 4.1 2.7 2.2 -3.9 -2.9 -4.6 -3.9
Ever unenthusiastic/disinterested for a whole week 1.8 2.2 4.9 -1.7 -1.1 -0.6 1.7 1.0 2.2 1.5
Qualifications: None of the above 1.0 2.2 4.7 -2.2 -0.5 -0.7 1.2 1.1 2.1 1.8
Financial difficulties in last 2 years 0.2 0.3 0.7 0.7 0.9 0.6 -0.4 -0.1 -0.1 -0.4
Mouth/teeth dental problems 0.1 0.1 0.4 0.5 -0.0 0.2 0.3 -0.1 -0.6 -0.0
Heart attack 2.6 3.3 5.3 1.8 1.0 0.5 -2.3 -1.7 -2.3 -2.3
Allergy 2.1 4.9 7.6 2.0 1.8 0.9 -2.6 -2.7 -2.8 -2.1
Pain all over the body in last month 0.8 0.9 2.4 -1.5 -0.2 -0.0 0.7 0.8 1.4 0.7
Diabetes (self-reported) 3.2 4.9 7.4 1.6 1.7 1.2 -2.7 -2.7 -2.6 -2.4
Hayfever/allergic rhinitis (self-reported) 1.7 2.3 3.1 -1.7 -1.1 -0.8 1.4 1.7 1.7 1.8
Medication: Ramipril 0.1 0.1 0.3 -0.1 -0.5 -0.3 -0.1 -0.5 -0.3 -0.5
Medication: Simvastatin 0.7 1.0 2.5 0.8 0.4 -0.0 -1.6 -1.3 -1.2 -0.9
Fluid intelligence score 0.9 1.9 3.4 -1.0 -1.8 -1.6 1.2 1.1 1.0 1.6
Illnesses of siblings 0.3 0.4 1.2 -0.1 -1.1 -1.1 -0.1 0.1 -0.4 -0.1
Neuroticism score 0.2 0.4 0.6 -0.6 0.7 0.6 0.5 0.0 0.8 0.6
Weight 0.1 0.7 2.2 -0.2 -0.5 -1.2 0.9 1.5 -0.3 0.0
Impedance of arm (right) 0.1 0.5 1.6 1.2 0.6 1.1 0.0 0.3 -0.4 0.0
Arm fat percentage (right) 0.4 1.5 3.4 -1.8 -0.7 -1.2 0.8 1.5 1.1 1.2
Trunk fat-free mass 0.2 1.0 2.1 0.3 -0.9 -1.4 1.4 1.4 -0.4 -0.1
Hip circumference 1.9 8.3 12.6 -2.4 -2.9 -3.2 3.0 3.6 2.4 2.5
Time employed in main current job 0.3 0.4 0.9 -0.3 -0.8 -0.9 0.6 0.3 0.5 0.5
Alcohol intake versus 10 years previously 0.6 0.9 2.0 -1.2 0.1 0.2 0.7 1.1 1.4 0.8
Father’s age at death 0.5 0.6 2.3 -0.5 -1.3 -1.5 -0.3 -0.3 0.1 -0.2
Worrier / anxious feelings 1.9 3.5 10.4 1.3 3.2 3.2 -1.0 -0.6 -0.6 -0.9
Frequency of tiredness / lethargy in last 2 weeks 0.5 0.9 1.5 0.9 0.9 0.6 -0.9 -1.1 -0.8 -1.2
Falls in the last year 0.3 0.4 0.9 -0.5 0.9 0.7 -0.5 -0.4 0.0 -0.9
Hair/balding pattern: Pattern 3 0.4 0.6 0.9 0.9 0.4 0.5 -0.9 -0.9 -0.8 -0.7
Number of live births 0.4 0.6 1.1 0.9 0.1 -0.8 -1.0 -0.6 -1.1 -0.6
Forced expiratory volume in 1-second (FEV1) 0.7 2.3 4.6 1.4 1.2 1.2 -1.3 -1.5 -2.1 -1.7
Pulse rate 3.7 6.2 8.7 2.8 2.6 2.2 -2.5 -1.9 -2.9 -2.4
Happiness 2.0 2.4 4.0 1.8 1.5 1.4 -1.0 -1.4 -1.5 -2.0
Noisy workplace 0.1 0.1 0.3 -0.5 0.1 -0.0 -0.3 0.1 0.4 0.0
Qualifications: A levels/AS levels or equivalent 0.2 0.4 1.5 0.4 -1.2 -1.1 0.3 0.2 0.4 -0.3
Serious illness, injury or assault of a close relative in last 2 years 0.1 0.2 0.4 -0.6 0.4 0.6 -0.0 -0.5 -0.0 0.0
Mouth/teeth dental problems: Dentures 0.1 0.1 0.6 0.1 -0.2 -0.7 -0.4 0.1 0.2 -0.3
Asthma 0.2 0.5 1.3 -0.7 0.5 0.9 0.6 0.2 1.2 0.3
Medication: Ibuprofen (e.g. Nurofen) 0.2 0.2 0.8 0.5 -0.5 -0.9 0.4 0.1 0.1 -0.2
Medication: Cholesterol lowering 0.5 0.7 1.4 1.2 0.0 -0.3 -1.1 -0.6 -1.0 -1.0
Depression (self-reported) 3.8 4.6 6.2 -2.1 -2.5 -2.1 1.9 2.2 2.2 1.9
Medication: Lansoprazole 7.0 7.9 11.2 2.4 2.7 2.0 -3.2 -3.2 -2.6 -3.3
Prospective memory result 0.3 0.3 1.1 0.2 0.3 -0.1 -0.7 -1.1 -0.4 -0.7
Lung cancer (father) 0.1 0.2 0.6 -0.0 0.7 0.8 -0.1 -0.1 0.2 0.2
Illnesses of mother 0.1 0.2 0.6 0.2 -0.4 -0.8 0.2 -0.5 0.1 0.1
Forced expiratory volume in 1-second (FEV1), Best measure 1.2 3.8 6.9 1.9 1.5 1.3 -1.8 -2.1 -2.6 -2.1
Pulse wave Arterial Stiffness index 1.7 2.0 4.3 2.1 1.3 1.2 -0.9 -1.0 -1.2 -1.7
Impedance of arm (left) 0.2 1.0 2.7 1.6 1.1 1.6 -0.3 -0.0 -0.7 -0.3
Arm fat mass (right) 0.2 0.9 2.3 -1.2 -0.5 -1.1 0.8 1.5 0.5 0.7
Trunk predicted mass 0.2 0.9 1.9 0.6 -0.8 -1.4 1.2 1.3 -0.6 -0.3
Standing height 0.4 3.9 15.2 3.9 0.2 -0.3 0.8 1.0 -2.6 -1.8
Length of working week for main job 0.5 0.5 1.2 0.3 1.1 1.1 -0.5 -0.7 -0.6 -0.5
Exposure to tobacco smoke at home 0.3 0.3 0.8 -0.5 0.1 -0.1 0.8 0.5 0.9 0.5
Breastfed as a baby 4.4 5.4 7.8 -1.5 -2.8 -2.4 2.5 2.2 2.3 2.4
Tense / ‘highly strung’ 0.2 0.3 0.7 0.8 0.3 0.2 -0.2 -0.8 -0.4 -0.6
Seen doctor (GP) for nerves, anxiety, tension or depression 1.5 2.3 4.2 -1.6 -0.9 -0.5 1.9 1.6 2.1 1.4
Hair/balding pattern: Pattern 4 1.6 3.8 5.0 -2.0 -2.2 -2.2 1.6 1.7 2.1 1.7
Birth weight of first child 1.7 3.1 6.7 -1.6 -0.9 -0.2 2.0 2.6 1.6 2.2
Peak expiratory flow (PEF) 0.3 0.6 1.6 -1.3 0.3 0.7 0.5 0.5 0.8 0.9
Pulse wave reflection index 2.3 2.8 3.6 -1.8 -1.9 -1.7 1.8 1.2 1.8 1.4
Ever highly irritable/argumentative for 2 days 0.9 1.1 2.0 -1.1 -0.5 -0.2 1.4 1.2 1.1 1.1
Loud music exposure frequency 0.3 0.3 0.8 0.6 0.8 0.9 -0.1 -0.5 -0.0 -0.2
Qualifications: O levels/GCSEs or equivalent 1.6 2.5 5.7 2.0 0.7 0.5 -1.5 -1.7 -1.4 -2.4
Mouth/teeth dental problems: Bleeding gums 0.7 0.9 1.6 0.5 1.1 1.1 -1.0 -1.0 -0.3 -1.3
Blood clot in the leg (DVT) 0.2 0.3 1.0 0.3 0.5 1.0 -0.8 -0.4 -0.3 -0.2
Medication: Paracetamol 0.5 0.9 2.1 -0.1 1.2 1.5 0.6 0.9 0.9 0.6
Headache pain in last month 1.2 2.0 3.3 1.4 1.5 1.2 -1.2 -1.8 -1.3 -1.4
Medication for cholesterol, blood pressure or diabetes 0.2 0.4 0.6 -0.8 0.1 0.3 0.7 0.4 0.8 0.8
Glaucoma (self-reported) 0.0 0.1 0.2 0.1 -0.2 -0.4 -0.3 0.1 0.2 -0.1
Gout (self-reported) 0.2 0.2 0.8 0.9 0.2 0.1 -0.6 -0.3 -0.6 -0.3
Hypothyroidism/myxoedema (self-reported) 0.9 1.8 4.0 -1.2 -1.2 -1.7 1.2 0.8 2.0 0.9
Medication: Amlodipine 0.3 0.4 1.2 -0.0 0.1 -0.2 0.9 1.1 0.9 0.3
Medication: Ventolin 100micrograms inhaler 0.1 0.1 0.2 -0.4 0.2 0.4 -0.1 -0.1 0.3 -0.0
Birth weight 4.5 9.8 14.8 -2.6 -2.8 -1.9 3.9 3.6 3.2 3.5
Chronic bronchitis/emphysema (mother) 0.8 1.0 2.9 0.3 1.7 1.4 -0.5 -0.9 -0.6 -0.7
High blood pressure (siblings) 0.1 0.1 0.3 -0.4 -0.0 -0.0 0.6 0.5 0.3 0.2
Forced vital capacity (FVC), Best measure 1.0 3.5 5.6 1.7 1.8 1.8 -1.5 -1.8 -2.4 -2.0
Body fat percentage 0.1 0.4 1.5 -0.6 -0.3 -0.8 0.3 1.2 0.3 0.3
Leg fat percentage (right) 0.2 0.6 2.0 -0.7 -0.7 -1.4 0.2 0.9 0.4 0.2
Arm fat-free mass (right) 0.2 0.8 1.7 1.0 -0.6 -1.3 0.6 0.8 -0.9 -0.8
Exposure to tobacco smoke outside home 0.7 0.9 2.0 1.0 1.4 1.4 -0.6 -0.7 -0.5 -0.7
Comparative body size at age 10 4.1 11.3 17.4 -3.7 -4.0 -4.2 2.8 2.3 3.0 3.2
Number of full brothers 0.4 0.5 1.6 1.3 0.8 0.5 -0.3 -0.5 -0.5 -0.4
Worry too long after embarrassment 2.0 3.4 5.3 1.0 2.1 1.7 -2.1 -2.3 -1.4 -2.0
Seen a psychiatrist for nerves, anxiety, tension or depression 0.9 1.1 1.5 -1.1 -1.2 -1.0 1.2 0.8 1.2 0.8
Wheeze or whistling in the chest in last year 0.2 0.4 0.7 -0.8 0.4 0.6 0.5 0.5 0.9 0.3
Number of children fathered 0.5 0.5 1.4 0.9 0.1 -0.1 -0.5 -1.2 -0.8 -0.6
Reason for reducing amount of alcohol drunk: Health precaution 0.1 0.1 0.2 -0.2 0.0 0.2 0.2 0.4 0.4 -0.1
Age at first live birth 0.2 0.3 1.1 1.0 -0.4 0.1 0.3 0.3 -0.8 -0.1
Pulse wave peak to peak time 1.1 1.3 2.6 -1.6 -1.1 -1.0 0.8 0.9 0.9 1.4
Health satisfaction 0.1 0.1 0.3 0.4 -0.3 -0.6 0.1 0.2 -0.4 -0.4
Shortness of breath walking on level ground 0.2 0.3 0.6 -0.2 -0.4 -0.7 0.4 0.6 0.6 0.3
Qualifications: College or University degree 1.8 5.8 12.6 2.9 0.9 1.4 -2.4 -2.4 -3.5 -2.3
Eye problems/disorders: None of the above 0.3 0.3 0.8 -0.0 0.2 0.6 0.9 0.9 0.4 0.5
Mouth/teeth dental problems: Loose teeth 0.2 0.3 0.7 0.2 0.2 -0.3 -0.6 -0.3 -0.7 -0.8
Emphysema/chronic bronchitis 0.1 0.1 0.3 0.3 -0.1 0.1 0.4 0.6 0.1 0.2
Medication for pain relief, constipation, heartburn 0.2 0.4 1.4 -0.4 -1.2 -0.9 -0.1 -0.3 -0.4 -0.0
Neck or shoulder pain in last month 1.1 1.6 3.0 1.4 0.9 0.5 -1.3 -1.3 -1.3 -1.7
Medication: Blood pressure 0.2 0.3 1.0 0.6 -0.8 -1.0 0.1 0.1 -0.1 -0.5
Angina (self-reported) 1.9 2.5 4.4 1.6 1.4 1.2 -1.7 -1.2 -2.1 -1.7
Migraine (self-reported) 0.1 0.1 0.2 -0.4 -0.2 -0.4 -0.2 -0.1 0.3 0.5
Medication: Ibuprofen 1.1 1.3 4.0 -0.2 -1.6 -2.0 1.0 0.7 0.7 0.4
Medication: Allopurinol 0.3 0.3 1.8 1.4 0.3 0.2 0.0 -0.1 -0.6 -0.2
Medication: Omeprazole 0.6 0.7 1.3 -1.1 0.8 1.1 0.3 0.4 1.0 0.7
Medication: Seretide 50 evohaler 2.0 2.4 4.8 -1.3 -0.3 -0.2 1.9 1.8 2.2 1.8
Mean time to correctly identify matches 6.1 11.6 16.0 4.0 3.0 2.1 -3.6 -3.9 -3.3 -3.5
Heart disease (mother) 0.2 0.3 0.8 0.3 0.3 0.3 -0.9 -0.1 -0.4 -0.7
Reproduciblity of spirometry measurement using ERS/ATS criteria 0.4 0.4 0.7 -0.6 0.8 0.8 0.7 0.2 0.7 0.6
Whole body fat mass 0.1 0.5 2.2 -0.4 -0.2 -0.8 0.7 1.5 0.2 0.3
Leg fat mass (right) 0.1 0.5 1.9 -0.3 -0.5 -1.4 0.3 1.0 -0.1 -0.1
Arm predicted mass (right) 0.2 0.9 2.0 1.0 -0.7 -1.4 0.7 0.9 -0.9 -0.8
Pulse rate, automated reading 1.6 5.1 8.2 2.9 2.1 2.1 -2.0 -1.6 -2.8 -2.1
Alcohol intake frequency. 0.6 1.3 4.4 0.3 1.9 2.1 -0.7 -0.1 -0.7 -0.6
Comparative height size at age 10 0.5 2.9 11.4 3.4 0.4 0.2 0.6 0.7 -2.3 -1.6
Number of full sisters 0.3 0.4 0.7 -0.4 0.0 -0.6 -0.5 -0.8 0.8 -0.7
Suffer from ‘nerves’ 1.3 2.0 4.0 -1.5 -0.7 -0.4 1.6 1.1 2.0 1.9
Overall health rating 1.5 3.2 5.9 1.3 2.4 1.7 -2.0 -1.5 -1.0 -2.3
Chest pain or discomfort 1.3 1.8 3.9 1.1 1.6 2.0 -1.1 -1.0 -0.9 -1.4
Had major operations 0.1 0.1 0.7 0.0 0.2 -0.1 0.1 -0.2 0.8 -0.0
Age at last live birth 0.4 0.6 1.0 0.4 -0.9 -0.3 0.9 1.0 -0.1 1.0
Family relationship satisfaction 0.6 0.7 1.1 0.9 0.9 1.0 -0.3 -0.8 -0.6 -1.0
Leg pain on walking 1.8 2.3 4.3 2.0 0.4 -0.4 -1.4 -1.4 -1.8 -2.1
Qualifications: NVQ or HND or HNC or equivalent 0.0 0.0 0.1 -0.2 0.3 -0.2 0.1 0.1 -0.2 -0.1
Commuting to job workplace: Car/motor vehicle 0.5 0.5 2.0 -0.1 1.0 1.4 0.7 0.3 0.3 0.2
Illness, injury, bereavement, stress in last 2 years 0.4 0.5 1.0 -0.9 -0.2 0.2 0.6 1.0 0.5 0.8
Medication: Aspirin 0.8 1.0 1.9 1.4 1.0 0.9 -0.9 -0.8 -1.0 -1.0
Supplements: Vitamin C 0.1 0.1 0.2 -0.2 0.3 -0.0 -0.0 -0.5 0.0 -0.4
Knee pain experienced in last month 3.0 4.7 7.2 2.0 2.0 1.5 -2.2 -2.4 -2.2 -2.7
Hypertension (Self-reported) 0.0 0.0 0.1 0.1 0.1 0.2 0.2 -0.2 0.2 -0.4
Gastro-oesophageal reflux (gord) / gastric reflux (Self-reported) 1.0 1.1 4.8 0.3 1.6 2.2 -0.2 -0.6 -0.3 -0.2
Illnesses of father: Heart disease 0.2 0.2 0.7 -0.8 -0.5 -0.3 0.1 -0.3 -0.4 0.4
Illnesses of siblings: Diabetes 0.2 0.3 0.9 0.3 0.9 0.8 -0.3 -0.4 -0.2 -0.2
Smoking status: Previous 4.4 6.6 7.9 -2.3 -2.6 -2.4 2.7 2.4 2.8 2.8
Forced expiratory volume in 1-second (FEV1), predicted 0.7 1.5 4.4 2.1 0.7 0.4 -0.3 -0.6 -1.5 -1.8
Whole body fat-free mass 0.2 1.1 2.5 0.0 -1.0 -1.4 1.4 1.6 -0.2 0.1
Leg fat-free mass (right) 0.2 1.1 3.5 -0.7 -0.6 -0.8 1.5 1.9 0.4 0.7
Arm fat percentage (left) 0.3 1.1 2.8 -1.7 -0.4 -0.8 0.5 1.4 0.9 1.0
Average weekly red wine intake 0.6 0.9 3.2 -0.6 -1.6 -1.8 0.4 0.3 0.3 0.3
Handedness (chirality/laterality): Left-handed 0.1 0.1 0.3 -0.6 -0.4 -0.2 -0.1 0.1 -0.2 -0.1
Mood swings 0.2 0.3 1.6 0.3 1.2 0.7 -0.3 -0.0 -0.2 -0.3
Loneliness, isolation 0.2 0.2 0.6 -0.4 0.8 0.6 0.4 -0.1 0.5 -0.1
Long-standing illness, disability or infirmity 0.5 0.7 1.6 0.7 0.7 0.3 -1.1 -0.9 -0.5 -1.3
Ever had bowel cancer screening 0.1 0.1 0.2 -0.1 0.3 0.0 -0.5 -0.5 0.3 -0.1
Diabetes diagnosed by doctor 4.9 8.0 11.6 2.3 2.2 1.6 -3.4 -3.3 -3.2 -3.2
Ever had stillbirth, spontaneous miscarriage or termination 0.9 0.9 2.9 0.2 -1.5 -1.7 0.7 0.4 0.4 0.5
Friendships satisfaction 1.8 2.3 3.2 1.8 1.1 1.2 -1.6 -1.4 -1.6 -1.7
Qualifications: nursing, teaching 0.1 0.2 0.4 -0.4 -0.2 0.3 0.4 0.2 0.6 0.5
Commuting to job workplace: Walk 1.5 1.6 5.9 -1.1 -2.0 -2.4 -0.2 0.1 0.2 0.2
Eye problems/disorders: Cataract 1.2 1.3 2.5 -1.6 -1.4 -1.3 0.5 0.6 1.3 1.0
Mouth/teeth dental problems: Mouth ulcers 1.8 2.9 3.7 -1.9 -1.8 -1.4 1.6 1.3 1.9 1.9
Medication for cholesterol 1.8 2.7 6.2 -0.6 -2.5 -2.1 1.6 1.3 0.9 1.6
Medication: Laxatives (e.g. Dulcolax, Senokot) 0.2 0.2 1.2 -1.1 0.3 0.3 -0.0 0.2 0.5 0.2
Back pain experienced in last month 0.9 1.3 4.3 0.4 2.1 1.7 -0.8 -0.4 -0.4 -0.6
Mineral and other dietary supplements 3.0 4.1 5.0 2.0 1.9 1.5 -2.2 -2.1 -2.2 -2.1
Breast cancer (self-reported) 1.7 2.0 3.8 -1.3 -0.8 -0.4 2.0 1.2 1.9 1.6
Asthma (self-reported) 0.2 0.5 1.4 -0.7 0.4 0.8 0.7 0.2 1.2 0.4
Osteoporosis (self-reported) 0.4 0.5 1.4 -0.8 -0.3 0.2 0.7 0.3 1.2 0.7
Osteoarthritis (self-reported) 0.2 0.3 0.8 0.7 0.1 0.0 -0.6 -0.4 -0.5 -0.9
Medication: Aspirin 0.8 1.0 1.5 1.2 0.9 0.9 -1.0 -0.9 -1.0 -1.0
Medication: Gliclazide 1.2 1.4 2.8 0.7 0.6 0.2 -1.7 -1.4 -1.4 -1.4
Illnesses of father: None of the above (group 1) 0.2 0.2 0.5 0.4 0.7 0.5 -0.7 -0.1 0.0 -0.5
Smoking status: Current 0.1 0.2 0.5 0.6 -0.1 -0.7 -0.2 -0.6 -0.3 -0.4
Forced expiratory volume in 1-second (FEV1), predicted percentage 0.7 1.5 2.3 0.2 1.3 1.5 -1.3 -1.3 -1.4 -0.9
Whole body water mass 0.2 1.0 2.4 0.1 -0.9 -1.4 1.4 1.6 -0.3 0.1
Leg predicted mass (right) 0.2 1.1 3.4 -0.7 -0.6 -0.8 1.5 1.8 0.4 0.6
Arm fat mass (left) 0.1 0.6 1.7 -0.9 -0.3 -0.9 0.5 1.3 0.2 0.4
Number of self-reported non-cancer illnesses 0.0 0.1 0.3 0.2 -0.0 0.1 0.4 -0.0 0.5 0.2
Average weekly champagne plus white wine intake 0.5 0.7 1.2 -0.8 -0.2 -0.0 0.9 1.0 0.9 1.1
Miserableness 0.2 0.4 0.8 -0.3 -0.3 -0.6 0.7 0.6 0.6 0.9
Guilty feelings 0.3 0.5 1.7 -0.5 0.2 0.5 1.0 0.5 1.3 0.3
Wears glasses or contact lenses 0.9 1.0 1.8 -0.6 -1.1 -0.7 0.9 0.9 1.3 1.3
Ever taken oral contraceptive pill 0.4 0.5 0.9 -0.4 0.9 0.8 -0.8 -1.0 -0.1 -0.6
Hearing aid user 1.9 2.2 2.9 1.2 1.7 1.5 -1.5 -1.6 -1.1 -1.7
Mother’s age at death 0.3 0.4 1.0 0.3 0.8 1.0 -0.8 -0.5 -0.4 -0.4
Financial situation satisfaction 5.1 6.3 10.7 3.0 1.7 1.1 -2.7 -2.3 -3.3 -2.8
Tinnitus: Yes, now most or all of the time 1.8 2.1 3.8 1.1 1.7 2.0 -1.5 -1.5 -1.3 -1.1
Commuting to job workplace: Public transport 2.4 2.8 5.3 -0.7 -2.3 -2.3 1.5 1.6 1.4 1.4
Eye problems/disorders: Glaucoma 0.1 0.1 0.4 0.4 0.1 -0.0 -0.6 -0.3 -0.5 -0.3
Medication: Blood pressure 0.2 0.3 0.9 -0.6 0.8 0.9 -0.1 -0.1 0.5 -0.3
Pain type(s) experienced in last month: Hip pain 1.3 1.6 3.8 1.9 0.9 0.6 -1.0 -1.2 -1.4 -1.5
Supplements: Fish oil (including cod liver oil) 4.7 6.1 7.5 -2.1 -2.7 -2.5 2.4 2.6 2.4 2.4
High cholesterol (Self-reported) 0.7 1.2 2.9 1.7 0.8 0.6 -1.1 -0.4 -1.5 -0.9
Medication: Bendroflumethiazide 0.4 0.6 1.3 -0.9 -0.0 0.2 0.8 1.0 1.1 0.7
Medication: Paracetamol 0.8 1.2 3.4 -0.5 1.3 1.9 0.7 1.0 0.8 1.0
Medication: Lisinopril 0.6 0.8 2.4 0.3 1.5 1.5 -0.4 -0.9 -0.3 -0.4
Medication: Atorvastatin 0.6 0.8 2.2 0.6 1.4 1.5 -0.5 -0.2 -0.6 -0.5
Illnesses of father: High blood pressure 0.3 0.4 0.8 0.9 -0.2 -0.5 -0.3 -0.8 -0.7 -0.8
Alcohol drinker status: Never 2.2 2.6 4.4 1.4 2.0 2.1 -1.6 -1.0 -1.6 -1.4
Ever smoked 5.5 9.6 12.8 -3.0 -2.8 -2.5 3.3 3.0 3.6 3.3
Basal metabolic rate 0.2 0.9 2.6 0.0 -0.7 -1.3 1.3 1.6 -0.2 0.1
Leg fat percentage (left) 0.1 0.4 1.3 -0.8 -0.4 -1.1 0.1 0.8 0.3 0.1
Arm fat-free mass (left) 0.2 1.0 2.9 0.8 -0.9 -1.7 0.7 1.0 -0.9 -0.7
Number of operations (self-reported) 0.2 0.3 1.3 0.2 -0.2 -0.8 0.4 0.1 1.1 0.3
Average weekly beer plus cider intake 0.4 0.6 1.5 0.8 -0.6 -1.2 -0.1 -1.1 -0.0 -0.6
Irritability 0.3 0.5 1.0 0.5 0.9 0.4 -0.6 -1.0 -0.4 -0.7
Risk taking 1.7 2.4 4.0 1.1 1.3 0.7 -1.8 -1.9 -1.7 -2.0
Ever had prostate specific antigen (PSA) test 0.6 0.7 1.8 -0.5 -1.3 -1.3 0.5 0.6 0.0 0.9
Fractured/broken bones in last 5 years 0.2 0.3 0.8 -0.8 0.1 0.1 0.1 0.5 0.9 0.3
Age started oral contraceptive pill 0.2 0.3 0.8 -0.8 -0.4 0.2 0.3 0.9 0.4 0.3
Diastolic blood pressure, automated reading 0.5 1.5 4.0 2.0 0.9 0.1 -0.9 -1.1 -1.4 -1.5
Ever depressed for a whole week 2.1 2.6 3.9 -1.5 -1.8 -1.5 1.7 1.2 2.0 1.3
Unable to work because of sickness or disability 0.2 0.2 0.6 -0.1 0.5 0.0 -0.7 -0.7 0.1 -0.5
Commuting to job workplace: Cycle 0.5 0.6 1.6 1.0 0.8 1.3 -0.1 -0.3 -0.8 0.0
Myopia 4.1 5.9 10.1 -2.8 -1.9 -1.4 2.3 2.4 3.2 2.6
Vascular/heart problems diagnosed by doctor 0.0 0.1 0.2 -0.4 -0.0 0.2 -0.0 0.0 -0.1 0.4
Cholesterol lowering medication 2.9 4.3 6.3 1.7 2.1 1.7 -2.3 -2.2 -2.5 -1.9
Medication: Omeprazole (e.g. Zanprol) 0.4 0.4 1.1 -0.4 1.1 1.1 -0.1 0.2 0.7 0.2
Pain experienced in last month 2.1 3.5 5.5 -1.2 -2.3 -1.8 1.8 2.1 1.4 2.1
Supplements: Calcium 1.5 1.6 2.9 -1.1 -1.7 -1.0 1.5 1.0 1.3 1.2
Basal cell carcinoma (self-reported) 1.5 1.7 2.8 -1.4 -0.8 -0.6 1.4 1.7 1.4 1.6
Heart attack/myocardial infarction (self-reported) 2.0 2.6 4.3 1.6 0.9 0.4 -2.1 -1.4 -2.1 -2.0
Deep venous thrombosis (DVT) (self-reported) 0.2 0.3 0.8 0.5 0.4 0.9 -0.7 -0.5 -0.4 -0.4
Heart disease (siblings) 0.5 0.6 1.4 -0.6 0.6 0.9 0.4 0.4 1.2 0.8
Alcohol drinker status: Previous 2.5 2.8 4.8 -1.7 -2.0 -2.2 1.4 1.4 1.3 1.5
Pack years of smoking 1.3 1.9 4.5 1.4 2.1 1.8 -0.9 -0.8 -1.2 -0.9
Impedance of whole body 0.7 3.7 9.7 3.1 1.6 1.5 -1.4 -1.2 -2.0 -1.9
Leg fat mass (left) 0.1 0.3 1.0 -0.3 -0.2 -1.0 0.1 0.8 -0.2 -0.2
Arm predicted mass (left) 0.2 0.9 2.4 0.6 -0.7 -1.6 0.8 1.1 -0.8 -0.6