Effects of RETN polymorphisms on treatment response in rheumatoid arthritis patients receiving TNF-α inhibitors and utilization of machine-learning algorithms

•The resistin gene was positively correlated with tumor necrosis factor-alpha.•rs3219177 polymorphism and male sex were positively associated with the treatment.•This study trained various prediction models and provided insights into treatment.