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Table 1 Baseline* characteristics of RA patients in RISE EHR and MarketScan data according to the testing status for rheumatoid factor and anti-CCP antibody

From: Use of ICD-10 diagnosis codes to identify seropositive and seronegative rheumatoid arthritis when lab results are not available

 

RISE EHR (n = 134,406)

MarketScan (n = 78,787)

Not tested

Tested, without results**

Tested, with results**

SMD

Not tested

Tested, without results**

Tested, with results **

SMD

N

72,432

8710

53,264

 

46,676

29,925

2186

 

Age

62.5 (13.5)

61.3 (14.0)

60.7 (14.0)

0.0877

56.82 (12.70)

52.13 (11.54)

54.04 (12.19)

0.2572

Female

55,930 (77.2)

6758 (77.6)

41,365 (77.7)

0.0225

36,376 (77.9)

23,485 (78.5)

1735 (79.4)

0.0234

Charlson Comorbidity Index

   

0.0363

   

0.0973

 1–2

68,170 (94.1)

8118 (93.2)

46,948 (93.2)

 

31,615 (67.7)

20,410 (68.2)

1366 (62.5)

 

 3–4

3938 (5.4)

561 (6.4)

3334 (93.2)

 

9351 (20.0)

6330 (21.2)

517 (23.7)

 

 ≥ 5

324 (0.4)

31 (0.4)

282 (0.5)

 

5710 (12.2)

3185 (10.6)

303 (13.9)

 

Comorbidities***

 Cerebrovascular disease

556 (0.8)

54 (0.6)

375 (0.7)

0.0119

5081 (10.9)

2847 (9.5)

271 (12.4)

0.0616

 Congestive heart failure

364 (0.5)

47 (0.5)

258 (0.5)

0.0052

2951 (6.3)

1502 (5.0)

148 (6.8)

0.0496

 Constructive pulmonary disease

2612 (3.6)

332 (3.8)

1856 (3.5)

0.0116

13,155 (28.2)

9010 (30.1)

638 (29.2)

0.0282

 Diabetes without complication

3076 (4.2)

438 (5.0)

2961 (5.6)

0.0406

5777 (12.4)

4262 (14.2)

366 (16.7)

0.0827

 Diabetes with complication

289 (0.4)

28 (0.3)

260 (0.5)

0.0175

2774 (5.9)

1643 (5.5)

158 (7.2)

0.0475

 Malignancy

1302 (1.8)

173 (2.0)

954 (1.8)

0.0096

3837 (8.2)

2108 (7.0)

172 (7.9)

0.0295

 Myocardial infarction

67 (0.1)

7 (0.1)

47 (0.1)

0.0028

1559 (3.3)

748 (2.5)

61 (2.8)

0.0333

 Mild liver disease

957 (1.3)

163 (1.9)

1134 (2.1)

0.0415

4673 (10.0)

3762 (12.6)

327 (15.0)

0.1001

 Peptic ulcer disease

345 (0.5)

47 (0.5)

284 (0.5)

0.0059

406 (0.9)

262 (0.9)

26 (1.2)

0.0211

 Peripheral vascular disease

453 (0.6)

72 (0.8)

398 (0.7)

0.0158

1360 (2.9)

939 (3.1)

79 (3.6)

0.0263

 Stroke

234 (0.3)

18 (0.2)

151 (0.3)

0.0151

1479 (3.2)

819 (2.7)

85 (3.9)

0.043

Medication use, %

 Methotrexate

39,177 (54.1)

4567 (52.4)

29,128 (54.7)

0.0301

26,185 (56.1)

17,789 (59.4)

1371 (62.7)

0.09

 Other csDMARDS

28,950 (40.0)

3927 (45.1)

24,042 (45.1)

0.0698

19,894 (42.6)

14,915 (49.8)

996 (45.6)

0.0967

 TNFi biologics

18,151 (25.1)

1961 (22.5)

11,443 (21.5)

0.0565

19,030 (40.8)

8204 (27.4)

525 (24.0)

0.2421

 Non-TNFi biologics

6495 (9.0)

663 (7.6)

3662 (6.9)

0.0517

6593 (14.1)

2814 (9.4)

183 (8.4)

0.122

 Targeted synthetic DMARDs

2694 (3.7)

342 (3.9)

1638 (3.1)

0.0309

2048 (4.4)

983 (3.3)

48 (2.2)

0.0824

 NSAIDs

24,610 (34.0)

3273 (37.6)

20,631 (38.7)

0.0660

20,925 (44.8)

18,289 (61.1)

1332 (60.9)

0.2204

 Opioids

14,177 (19.6)

1799 (20.7)

11,123 (20.9)

0.0217

21,849 (46.8)

16,795 (56.1)

1197 (54.8)

0.1247

 Glucocorticoid use

26,889 (37.1)

3552 (40.8)

24,132 (45.3)

0.1111

34,034 (72.9)

25,335 (84.7)

1852 (84.7)

0.1947

Seropositive by RF and/or CCP, %

N/A

N/A

30,530 (57.3)

 

N/A

N/A

1511 (69.1)

 

M05 diagnosis code (rather than M06), %

46,084 (63.6)

4753 (54.6)

29,245 (54.9)

0.1233

25,728 (55.1)

15,584 (52.1)

1226 (56.1)

0.0536

  1. SMD standardized mean difference, SMDs > 0.10 are potentially important; DMARD disease-modifying anti-rheumatic drug; TNFi tumor necrosis factor inhibitor; NSAID non-steroidal anti-inflammatory drugs. Baseline refers to the date of the 2nd ICD-10 diagnosis code for RA
  2. **Tested with results means that the patient was tested for either or both RF and anti-CCP antibody (e.g., based on billing claims for the relevant lab tests) and had a valid lab result available; tested without results means that they were tested, but results were not available in the dataset; ***as measured in the Charlson Comorbidity Index