Table 1 Baseline characteristics for glaucoma cases in 458,316 participants in UK Biobank.

From: Multimodal deep learning approaches for improving polygenic risk scores with imaging data

Covariates

Group

Glaucoma

N (%)

#Case

Prev

Age

All

458,268

13,805

0.0301

<60

254,643 (55.57)

4,099

0.0161

>=60

203,625 (44.43)

9,706

0.0477

P-value

 

< 2.20*10-16

Sex

All

458,268

13,805

0.0301

Female

248,673 (54.26)

6,719

0.0270

Male

209,595 (45.74)

7,086

0.0338

P-value

 

7.93*10-7

Alcohol

All

458,268

13,805

0.0301

Prefer not to answer

328 (0.07)

13

0.0396

Daily or almost daily

96,569 (21.07)

3,252

0.0337

Three or four times a week

109,354 (23.86)

3,133

0.0287

Once or twice a week

120,487 (26.29)

3,231

0.0268

One to three times a month

51,125 (11.16)

1,413

0.0276

Special occasions only

49,531 (10.81)

1,646

0.0332

Never

30,874 (6.74)

1,117

0.0362

P-value

 

6.06*10-11

Smoke

All

458,268

13,805

0.0301

Prefer not to answer

1,634 (0.36)

58

0.0355

Never

246,338 (53.75)

7,018

0.0285

Previous

162,505 (35.46)

5,489

0.0338

Current

47,791 (10.43)

1,240

0.0259

P-value

 

3.76*10-12

Health

All

458,267

13,805

0.0301

Prefer not to answer

113 (0.02)

6

0.0531

Do not know

1,648 (0.36)

56

0.0340

Excellent

76,727 (16.74)

1,777

0.0232

Good

266,389 (58.13)

7,645

0.0287

Fair

93,788 (20.47)

3,428

0.0366

Poor

19,602 (4.28)

893

0.0456

P-value

 

3.44*10-13

Illness

All

458,267

13,805

0.0301

Prefer not to answer

668 (0.15)

34

0.0509

Do not know

9,965 (2.17)

351

0.0352

No

302,067 (65.92)

7,079

0.0234

Yes

145,567 (31.76)

6,341

0.0436

P-value

 

< 2.20*10-16

Townsend

All

457,728

13,791

0.0301

Q1

114,506 (25.02)

3,513

0.0307

Q2

114,373 (24.99)

3,438

0.0301

Q3

114,434 (25.00)

3,309

0.0289

Q4

114,415 (25.00)

3,531

0.0309

P-value

 

1.31*10-2

Education

All

457,842

13,779

0.0300

None of the above

79,021 (17.26)

3,110

0.0394

Prefer not to answer

4,069 (0.89)

166

0.0408

College or University degree

146,571 (32.01)

3,971

0.0271

A levels/AS levels or equivalent

51,637 (11.28)

1,347

0.0261

O levels/GCSEs or equivalent

98,376 (21.49)

2,921

0.0297

CSEs or equivalent

24,668 (5.39)

472

0.0191

NVQ or HND or HNC or equivalent

30,002 (6.55)

946

0.0315

Other professional qualifications

23,498 (5.13)

846

0.0360

P-value

 

< 2.20*10-16

Ethnic

All

458,268

13,805

0.0301

1

542 (0.12)

16

0.0295

1001

429,308 (93.68)

12,995

0.0303

1002

12,689 (2.77)

379

0.0299

1003

15,729 (3.43)

415

0.0264

P-value

 

6.66*10-2

Country birth

All

458,316

13,805

0.0301

Prefer not to answer

147 (0.03)

4

0.0272

England

371,802 (81.13)

11,540

0.0310

Wales

21,311 (4.65)

579

0.0272

Scotland

38,847 (8.48)

932

0.0240

Northern Ireland

2,951 (0.64)

105

0.0356

Republic of Ireland

4,717 (1.03)

164

0.0348

Elsewhere

18,493 (4.04)

481

0.0260

P-value

 

< 2.20*10-16

  1. * Abbreviation: Prev (prevalence)