The temporal analysis of gene expression patterns in GSE89408 RNA-seq validation dataset was conducted for the gene expression levels of PDK1, XBP1 and ACACB across different disease stages, including normal, arthralgia, osteoarthritis, undifferentiated arthritis, RA (early), and RA (established). Here, PDK1 is linked to rheumatoid arthritis.