From: Assessing clusters of comorbidities in rheumatoid arthritis: a machine learning approach
Baseline | Year 2 | Year 4 | Year 6 | |
---|---|---|---|---|
N subjects | 11,883 | 10,887 | 10,609 | 10,721 |
Total # comorbidities | 22,946 | 26,900 | 29,966 | 33,466 |
Percentages | ||||
Mental health | 41.8 | 51.2 | 55.6 | 59.1 |
Hypertension | 36.4 | 51.8 | 56.4 | 60.4 |
Osteoporosis | 22.7 | 23.3 | 23.3 | 23.4 |
Hyperlipidemia | 9.8 | 10.5 | 11.1 | 11.3 |
Diabetes | 9.5 | 13.6 | 15.6 | 17.1 |
Coronary artery disease | 7.1 | 9.6 | 11.1 | 12.7 |
Acute kidney injury | 7.0 | 10.1 | 13.4 | 16.7 |
NMSC | 6.3 | 9.6 | 12.3 | 14.4 |
Asthma/COPD | 5.5 | 5.8 | 6.3 | 6.7 |
Other cancer | 5.0 | 6.1 | 7.0 | 8.1 |
Psoriasis | 4.3 | 5.3 | 5.6 | 5.7 |
Fibromyalgia | 3.7 | 6.2 | 10.4 | 12.1 |
Gastrointestinal bleed | 3.6 | 3.6 | 3.7 | 3.7 |
Liver disease | 3.4 | 4.0 | 4.0 | 4.3 |
RA Lung | 2.9 | 3.1 | 3.2 | 3.3 |
Stroke/TIA | 2.2 | 2.9 | 3.9 | 4.8 |
Solid tumor | 2.0 | 2.6 | 3.2 | 3.9 |
DVT/PE | 1.7 | 2.1 | 2.4 | 2.9 |
Melanoma | 1.0 | 1.9 | 2.8 | 3.6 |
Heart failure | 0.9 | 1.4 | 2.0 | 2.8 |
Arrhythmia | 0.4 | 0.5 | 0.6 | 0.9 |
Demyelinating | 0.4 | 0.5 | 0.5 | 0.5 |
Lymphoma | 0.4 | 0.5 | 0.8 | 1.1 |