Similarly, while CIBERSORT-based immune deconvolution provided valuable insights into immune landscape alterations, these computational findings require validation using techniques such as flow cytometry and immunohistochemistry—particularly regarding M2 macrophage enrichment and CD8+ T cell reduction in PCOS ovarian tissues. This evidence concerns the gene CD8A and polycystic ovary syndrome.