This study elucidates the critical interplay between tissue-resident CD24+ LCN2+ LPCs and proinflammatory TPPP3+COL10A1+ macrophages in driving fibrotic progression in NASH. This evidence concerns the gene COL10A1 and metabolic dysfunction-associated steatohepatitis.