Studies mostly show that regular coffee drinking is
associated with lower risk of fatty liver disease and, more consistently, less liver fibrosis or scarring. The evidence is mostly observational, so it cannot prove coffee itself causes the benefit. An
umbrella review and meta-analysis found potentially favorable associations with fatty liver outcomes, while the
NICE evidence review considers the evidence suggestive but limited.