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Table 1 Patient characteristics at baseline*

From: Derivation and internal validation of a multi-biomarker-based cardiovascular disease risk prediction score for rheumatoid arthritis patients

Predictors

Complete cohort

N = 30,751

Patients with CVD event

N = 904

Patients with no CVD event

N = 29,847

Age, mean (SD)

68.8 (9.6)

72.7 (9.3)

68.6 (9.6)

Age group, %

 < 65 years

23.4

14.6

23.6

 65–74 years

50.9

42.8

51.1

 > 74 years

25.8

42.6

25.3

Male, %

18.2

23.0

18.1

Black race, %

8.4

6.9

8.4

Comorbidities*, %

 Diabetes

39.8

47.7

39.5

 History of CVD

37.1

55.0

36.5

 Hyperlipidemia

75.4

81.5

75.2

 Hypertension

78.7

88.9

78.4

 Obesity

12.1

8.7

12.2

 Tobacco use (past or current)

24.5

27.7

24.3

Medications, %

 ACEI

25.9

32.4

25.7

 ARB

22.0

24.2

22.0

 Beta-blockers

34.4

48.6

34.0

 Statins

42.4

45.1

42.4

RA medications, %

 Methotrexate

59.8

58.4

59.9

 Other csDMARDs

44.7

44.5

44.7

 TNFi biologics

32.8

29.5

32.9

 Non-TNFi biologics

14.8

15.8

14.8

 Abatacept

9.9

11.3

9.9

 Rituximab

3.8

4.1

3.8

 Tocilizimab

1.9

1.4

2.0

 Tofacitinib

1.7

< 1.2

1.7

 Oral glucocorticoids

57.5

62.7

57.4

 NSAIDs

48.0

45.0

48.1

Biomarkers†, median [IQR]

 CRP (ug/ml)

1.5 [0.5, 2.5]

1.9 [0.9, 2.9]

1.5 [0.5, 2.5]

 EGF (pg/ml)

4.5 [3.7, 5.1]

4.4 [3.7, 5.0]

4.5 [3.7, 5.1]

 IL-6 (pg/ml)

2.6 [2.1, 3.3]

2.8 [2.3, 3.6]

2.6 [2.1, 3.3]

 Leptin (ng/ml)

3.2 [2.3, 3.9]

3.0 [2.1, 3.7]

3.2 [2.3, 3.9]

 MMP-1 (ng/ml)

1.9 [1.4, 2.4]

1.9 [1.4, 2.4]

1.9 [1.4, 2.4]

 MMP-3 (ng/ml)

3.3 [2.8, 3.8]

3.5 [3.0, 4.1]

3.3 [2.8, 3.8]

 Resistin (ng/ml)

2.1 [1.8, 2.4]

2.1 [1.9, 2.5]

2.1 [1.8, 2.4]

 SAA (ug/ml)

1.0 [0.3, 1.9]

1.3 [0.5, 2.5]

1.0 [0.3, 1.9]

 TNF-R1 (ng/ml)

0.6 [0.3, 0.8]

0.8 [0.5, 1.1]

0.6 [0.3, 0.8]

 VCAM1 (ug/ml)

− 0.4 [− 0.5, − 0.2]

− 0.3 [− 0.5, − 0.1]

− 0.4 [− 0.5, − 0.2]

 VEGF (pg/ml

5.5 [5.1, 5.9]

5.6 [5.2, 6.0]

5.5 [5.1, 5.9]

 YKL-40 (ng/ml)

4.7 [4.2, 5.3]

5.1 [4.5, 5.6]

4.7 [4.2, 5.3]

MBDA score, median [IQR]

40.0 [32.0, 49.0]

44.0 [36.0, 54.0]

40.0 [32.0, 48.0]

  1. *Based on diagnostic codes and administration and fill information in the baseline period (see Methods)
  2. †All biomarker concentrations were from the MBDA test at the end of the baseline period and are natural log transformed. MBDA score is the adjusted score
  3. CVD event is myocardial infarction, stroke, or CV death in 3 years from baseline
  4. ACEI angiotensin converting enzyme inhibitor, ARB angiotensin receptor blocker, csDMARD conventional synthetic DMARD, CVD cardiovascular disease, IQR interquartile range, MBDA multi-biomarker disease activity (adjusted), NSAID non-steroidal anti-inflammatory drug, SD standard deviation, TNFi tumor necrosis factor inhibitor