For instance, in keratinocyte models, zinc deficiency has been associated with elevated CXCL10 expression via a PPARα-dependent mechanism, and zinc supplementation partially reversed this effect; these findings may have implications for neuroinflammatory processes in AD, although direct clinical confirmation in AD cohorts remains limited [18]. The gene discussed is PPARA; the disease is Alzheimer disease.