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Metabolome changes in lupus PBL were most prominently impacted by the pentose phosphate pathway (PPP)

These effects appear to include both: upregulation of genes involved in repair suppression of genes associated with inflammation and tissue degradation In some experimental models, GHK has been shown to restore gene expression patterns associated with youthful tissue physiology

A marked depletion of beneficial taxa was identified, including a significant reduction in Ligilactobacillusa probiotic genus important for mucosal immunityas well as a pronounced decrease in Butyrivibrio, a key butyrate producer essential for gut barrier integrity, and a substantial decline in [Eubacterium]_siraeum_group, which is involved in SCFA production