The analysis revealed an increased risk of rheumatoid arthritis (RA) and ankylosing spondylitis (AS) associated with birth control use in the European population, while multiple sclerosis combined with thyroid disease (MSCTD) showed an increased risk specifically with estrogen receptor-negative birth control in Europeans. Here, ESR1 is linked to ankylosing spondylitis.