Does decision tree analysis predict oral ulcer activity-related factors in patients with Behçet's syndrome?

OBJECTIVES

The study aimed to identify the interactions among treatment protocols and oral ulcer activity related factors in patients with Behçet's syndrome (BS) using the Classification and Regression Tree (CART) algorithm.

METHODS

In this cross-sectional study, 979 patients with BS were included from16 centres in Turkey, Jordan, Brazil and the United Kingdom. In the CART algorithm, activities of oral ulcer (active vs. inactive), genital ulcer (active vs. inactive), cutaneous involvement (active vs. inactive), musculoskeletal involvement (active vs. inactive), gender (male vs. female), disease severity (mucocutaneous and musculoskeletal involvement vs. major organ involvement), smoking habits (current smoker vs. non-smoker), tooth brushing habits (irregular vs. regular), were input variables. The treatment protocols regarding immunosuppressive (IS) or non-IS medications were the target variable used to split from parent nodes to purer child nodes in the study.

RESULTS

In mucocutaneous and musculoskeletal involvement (n=538), the ratio of IS use was higher in patients with irregular toothbrushing (ITB) habits (27.1%) than in patients with regular toothbrushing (RTB) habits (14.2%) in oral ulcer activity. In major organ involvement (n=441), male patients with ITB habits were more likely treated with IS medications compared to those with RTB habits (91.6% vs. 77.6%, respectively).

CONCLUSIONS

Male BS patients on IS who have major organ involvement and oral ulcer activity with mucocutaneous and musculoskeletal involvement have irregular toothbrushing habits. Improved oral hygiene practices should be considered to be an integral part for implementing patient empowerment strategies for BS.

The Assessment of Presenteeism and Activity Impairment in Behcet's Syndrome and Recurrent Aphthous Stomatitis: A multicentre Study

OBJECTIVE

To evaluate key factors for Presenteeism and Activity impairment in multinational patients with Behçet's syndrome (BS) and recurrent aphthous stomatitis (RAS).

METHODS

In this cross-sectional study, 364 BS patients from Jordan, Brazil, the United Kingdom and Turkey and 143 RAS patients from the United Kingdom and Turkey were included. Work Productivity Activity Impairment (WPAI) scale was used for Presenteeism and Activity impairment. Mediation analyses were performed to evaluate both direct and indirect causal effects.

RESULTS

Presenteeism score was higher in active patients with genital ulcers and eye involvement as well as patients with comorbidities and current smokers than the others in BS (p< 0.05). In RAS, Presenteeism score was elevated by oral ulcer activity in the direct path (p= 0.0073) and long disease duration as a mediator in the indirect path (p= 0.0191).Patients with active joint involvement had poor scores in Absenteeism, Presenteeism, Overall impairment and Activity impairment compared with those of inactive patients (p < 0.05). Using mediation analysis, the Activity impairment score was directly mediated by joint activity (p = 0.0001) and indirectly mediated through oral ulcer-related pain in BS (p = 0.0309).

CONCLUSION

In BS, Presenteeism was associated with disease activity, presence of comorbidities and being a current smoker, whereas in RAS, Presenteeism was associated with oral ulcer activity and increased length of the disease. Moreover, Activity impairment was adversely affected by joint activity and oral ulcer related pain in BS. Patients need to be empowered by using appropriate treatment strategies in their working environment and daily life.