Moreover, RA treatments such as methotrexate (MTX), Janus kinase (JAK) inhibitors, and anti-TNF therapies have complex implications, with some studies suggesting potential contributions to leukemia risk through immune suppression and hematopoietic alterations. This evidence concerns the gene TNF and rheumatoid arthritis.