qiita_sid_11635
Gut microbiome signature for cirrhosis due to nonalcoholic fatty liver disease: a prospective Twin and Family Study
The presence of cirrhosis in nonalcoholic-fatty-liver-disease (NAFLD) is the most important predictor of liver-related mortality. Limited data exist concerning the diagnostic accuracy of gut-microbiome-derived signatures for detecting NAFLD-cirrhosis. We characterized by16S rRNA amplicon sequencing gut-microbiome compositions of 203 uniquely well-characterized participants from a prospective twin and family cohort, including 98 probands encompassing the entire spectrum of NAFLD and their first-degree relatives (n=105), assessed by advanced magnetic-resonance-imaging (MRI). We observed strong familial correlation of gut-microbiome profiles, driven by shared housing. We identified a panel of 30 features, including 27 bacterial features, which were used to build a Random Forest classifier for detecting NAFLD-cirrhosis. In a derivation cohort of probands, the model had a robust diagnostic accuracy (AUROC of 0.92) for detecting NAFLD-cirrhosis, confirmed in a validation cohort of relatives of proband with NAFLD-cirrhosis (AUROC of 0.87). This study provides novel evidence for a novel fecal-microbiome-derived signature to detect NAFLD-cirrhosis.