In metagenomics, biological specimens are sometimes collected from host tissue that contains a high ratio of host to bacterial DNA. When shotgun metagenomics sequencing data are generated for these specimens, they normally contain a large fraction of host reads compared to microbial reads. Analyzing microbiome data with a high host ratio of reads can lead...