Furthermore, although many observational studies have yielded relatively consistent results, such as increased expression of CXCL10 in vitiligo patients compared to the control group (Speeckaert et al., 2023), they often only provide correlational conclusions, making it challenging to establish causal relationships with vitiligo. The gene discussed is CXCL10; the disease is vitiligo.