Metadata

Name Diabetes Type II (diabetes_t2)
Category Endocrine
Sex
Adult Yes
UUID 9969743d-7aa2-4f0a-8c87-e278644210b4

Ontologies

GWAS Catalogue MONDO_0005148

Key Summary Statistics

Cases from any source

Total 42662
Female (%) 17251 (40%)
Male (%) 25411 (60%)

Year first recorded

diabetes_t2 year of first event

Cases linked in all UK Biobank sources

Cross-source concordance

Vertical bars correspond to number of cases per source/intersection; horizontal bars to left correspond to total number of cases per source.

Cross-sourced diabetes_t2 cases

Incidence & prevalence

Sex and age-stratified incidence and prevalence of diabetes_t2

Baseline prevalence stratified by sex

Female 187.54 (178.41,196.67)
Male 391.7 (377.47,405.93)

Incidence stratified by sex

Female 36.37 (34.78,37.96)
Male 66.54 (64.15,68.93)

Incidence stratified by age

Ages 40-44 20.49 (17.66,23.32)
Ages 45-49 30.22 (27.25,33.18)
Ages 50-54 37.21 (34.15,40.26)
Ages 55-59 49.67 (46.46,52.89)
Ages 60-64 59.97 (56.92,63.03)
Ages 65-69 76.63 (72.65,80.62)

Period prevalence

Methods

Comparison with general population

Sex-standardised prevalence from CALIBER study (Kuan et al. 2019)

CALIBER and UKB diabetes_t2 prevalence comparison for multiple age groups

Population Ages 40-49 Ages 50-59 Ages 60-69
UK Biobank 252 (237,268) 486 (469,504) 789 (771,808)
CALIBER 382 (376,387) 820 (811,828) 1323 (1311,

Stratified by age and Townsend deprivation status

Deprivation status Ages 40-49 Ages 50-59 Ages 60-69
Least deprived 121(96,150) 302(272,334) 561(528,596)
Low 155(127,188) 340(307,374) 657(621,694)
Medium 194(164,229) 440(403,478) 693(656,733)
High 270(236,306) 506(467,546) 867(823,913)
Most deprived 437(397,479) 824(776,874) 1261(1206,1318)

Stratified by age and country

Country Ages 40-49 Ages 50-59 Ages 60-69
England 241(224,258) 436(418,455) 737(717,757)
Scotland 261(217,312) 603(552,657) 905(848,965)
Wales 370(304,447) 784(708,865) 1166(1086,1250)

Risk factors analysis

‘Healthy’ BMI, smoking status ‘never’, or no hypertension (absence of hypertension records) were considered as reference values.

Hazard Ratio (HR) values with P < 0.0002 were considered to show significant association with disease onset after correction for multiple-testing using the Bonferroni method

N=153646, Events=402

Factor Level Hazard Ratio P value
BMI overweight 1.07 (0.82, 1.39) 0.637
BMI obese 2.13 (1.65, 2.77) 1.06e-08
BMI underweight 0 (0, Inf) 0.986
smoking previous 1.48 (1.19, 1.85) 0.000498
smoking current 2.47 (1.87, 3.26) 1.43e-10
hypertension yes 2.21 (1.8, 2.72) 5.76e-14

Risk factors analysis forest plot

Genetic correlation

Genetic correlation (rg) P value
0.97 5.15e-231

Published study: Scott (2017)

Definition

UK Biobank field id Description Code Value
20002 Non-cancer illness code, self-reported 1223 type 2 diabetes
41202 Diagnoses - main ICD10 E11 Non-insulin-dependent diabetes mellitus
41202 Diagnoses - main ICD10 O24.0 Diabetes mellitus in pregnancy: Pre-existing diabetes mellitus, insulin-dependent
41204 Diagnoses - secondary ICD10 E11 Non-insulin-dependent diabetes mellitus
41204 Diagnoses - secondary ICD10 O24.0 Diabetes mellitus in pregnancy: Pre-existing diabetes mellitus, insulin-dependent
40001 Underlying (primary) cause of death: ICD10 E11 Non-insulin-dependent diabetes mellitus
40001 Underlying (primary) cause of death: ICD10 O24.0 Diabetes mellitus in pregnancy: Pre-existing diabetes mellitus, insulin-dependent
40002 Contributory (secondary) causes of death: ICD10 E11 Non-insulin-dependent diabetes mellitus
40002 Contributory (secondary) causes of death: ICD10 O24.0 Diabetes mellitus in pregnancy: Pre-existing diabetes mellitus, insulin-dependent
42040 GP clinical event records C109.12 Type 2 diabetes mellitus
42040 GP clinical event records C109.13 Type II diabetes mellitus
42040 GP clinical event records C109011 Type II diabetes mellitus with renal complications
42040 GP clinical event records C109012 Type 2 diabetes mellitus with renal complications
42040 GP clinical event records C109111 Type II diabetes mellitus with ophthalmic complications
42040 GP clinical event records C109112 Type 2 diabetes mellitus with ophthalmic complications
42040 GP clinical event records C109211 Type II diabetes mellitus with neurological complications
42040 GP clinical event records C109212 Type 2 diabetes mellitus with neurological complications
42040 GP clinical event records C109411 Type II diabetes mellitus with ulcer
42040 GP clinical event records C109412 Type 2 diabetes mellitus with ulcer
42040 GP clinical event records C109511 Type II diabetes mellitus with gangrene
42040 GP clinical event records C109512 Type 2 diabetes mellitus with gangrene
42040 GP clinical event records C109611 Type II diabetes mellitus with retinopathy
42040 GP clinical event records C109612 Type 2 diabetes mellitus with retinopathy
42040 GP clinical event records C109711 Type II diabetes mellitus - poor control
42040 GP clinical event records C109712 Type 2 diabetes mellitus - poor control
42040 GP clinical event records C109A11 Type II diabetes mellitus with mononeuropathy
42040 GP clinical event records C109B11 Type II diabetes mellitus with polyneuropathy
42040 GP clinical event records C109C11 Type II diabetes mellitus with nephropathy
42040 GP clinical event records C109C12 Type 2 diabetes mellitus with nephropathy
42040 GP clinical event records C109D11 Type II diabetes mellitus with hypoglycaemic coma
42040 GP clinical event records C109D12 Type 2 diabetes mellitus with hypoglycaemic coma
42040 GP clinical event records C109E11 Type II diabetes mellitus with diabetic cataract
42040 GP clinical event records C109E12 Type 2 diabetes mellitus with diabetic cataract
42040 GP clinical event records C109F11 Type II diabetes mellitus with peripheral angiopathy
42040 GP clinical event records C109F12 Type 2 diabetes mellitus with peripheral angiopathy
42040 GP clinical event records C109G11 Type II diabetes mellitus with arthropathy
42040 GP clinical event records C109G12 Type 2 diabetes mellitus with arthropathy
42040 GP clinical event records C109H11 Type II diabetes mellitus with neuropathic arthropathy
42040 GP clinical event records C109H12 Type 2 diabetes mellitus with neuropathic arthropathy
42040 GP clinical event records C109J00 Insulin treated Type 2 diabetes mellitus
42040 GP clinical event records C109J12 Insulin treated Type II diabetes mellitus
42040 GP clinical event records C109K00 Hyperosmolar non-ketotic state in type 2 diabetes mellitus
42040 GP clinical event records C10F.00 Type 2 diabetes mellitus
42040 GP clinical event records C10F.11 Type II diabetes mellitus
42040 GP clinical event records C10F000 Type 2 diabetes mellitus with renal complications
42040 GP clinical event records C10F011 Type II diabetes mellitus with renal complications
42040 GP clinical event records C10F100 Type 2 diabetes mellitus with ophthalmic complications
42040 GP clinical event records C10F200 Type 2 diabetes mellitus with neurological complications
42040 GP clinical event records C10F211 Type II diabetes mellitus with neurological complications
42040 GP clinical event records C10F300 Type 2 diabetes mellitus with multiple complications
42040 GP clinical event records C10F311 Type II diabetes mellitus with multiple complications
42040 GP clinical event records C10F400 Type 2 diabetes mellitus with ulcer
42040 GP clinical event records C10F411 Type II diabetes mellitus with ulcer
42040 GP clinical event records C10F500 Type 2 diabetes mellitus with gangrene
42040 GP clinical event records C10F600 Type 2 diabetes mellitus with retinopathy
42040 GP clinical event records C10F611 Type II diabetes mellitus with retinopathy
42040 GP clinical event records C10F700 Type 2 diabetes mellitus - poor control
42040 GP clinical event records C10F711 Type II diabetes mellitus - poor control
42040 GP clinical event records C10F900 Type 2 diabetes mellitus without complication
42040 GP clinical event records C10F911 Type II diabetes mellitus without complication
42040 GP clinical event records C10FA00 Type 2 diabetes mellitus with mononeuropathy
42040 GP clinical event records C10FA11 Type II diabetes mellitus with mononeuropathy
42040 GP clinical event records C10FB00 Type 2 diabetes mellitus with polyneuropathy
42040 GP clinical event records C10FB11 Type II diabetes mellitus with polyneuropathy
42040 GP clinical event records C10FC00 Type 2 diabetes mellitus with nephropathy
42040 GP clinical event records C10FD00 Type 2 diabetes mellitus with hypoglycaemic coma
42040 GP clinical event records C10FD11 Type II diabetes mellitus with hypoglycaemic coma
42040 GP clinical event records C10FE00 Type 2 diabetes mellitus with diabetic cataract
42040 GP clinical event records C10FE11 Type II diabetes mellitus with diabetic cataract
42040 GP clinical event records C10FF00 Type 2 diabetes mellitus with peripheral angiopathy
42040 GP clinical event records C10FG00 Type 2 diabetes mellitus with arthropathy
42040 GP clinical event records C10FH00 Type 2 diabetes mellitus with neuropathic arthropathy
42040 GP clinical event records C10FJ00 Insulin treated Type 2 diabetes mellitus
42040 GP clinical event records C10FJ11 Insulin treated Type II diabetes mellitus
42040 GP clinical event records C10FK00 Hyperosmolar non-ketotic state in type 2 diabetes mellitus
42040 GP clinical event records C10FL00 Type 2 diabetes mellitus with persistent proteinuria
42040 GP clinical event records C10FL11 Type II diabetes mellitus with persistent proteinuria
42040 GP clinical event records C10FM00 Type 2 diabetes mellitus with persistent microalbuminuria
42040 GP clinical event records C10FM11 Type II diabetes mellitus with persistent microalbuminuria
42040 GP clinical event records C10FN00 Type 2 diabetes mellitus with ketoacidosis
42040 GP clinical event records C10FP00 Type 2 diabetes mellitus with ketoacidotic coma
42040 GP clinical event records C10FQ00 Type 2 diabetes mellitus with exudative maculopathy
42040 GP clinical event records C10FR00 Type 2 diabetes mellitus with gastroparesis
42040 GP clinical event records X40J6 Insulin treated Type 2 diabetes mellitus
42040 GP clinical event records C1011 Type 2 diabetes mellitus with ketoacidosis
42040 GP clinical event records X40J6 Insulin treated Type 2 diabetes mellitus