Ecological stratification of the human gut microbiome resolves metabolic heterogeneity via precision substrate optimization
This study introduces the S-KUHIMM, a high-throughput in vitro screening platform that resolves inter-individual metabolic heterogeneity in the human gut microbiome by revealing that targeted propionate production depends on *Bacteroides* expansion capacity while butyrate synthesis is limited by acidification-induced decoupling, thereby enabling a precision nutrition strategy that matches host-specific buffering limits with mechanistically distinct substrates.