Abstract The close association between gut microbiota dysbiosis and human diseases is being increasingly recognized. However, contradictory results are frequently reported, as confounding effects exist. lack of unbiased data integration methods also impeding the discovery disease-associated microbial biomarkers from different cohorts. Here we propose an algorithm, NetMoss, for assessing shifts ...