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Integrated 16S rRNA and shotgun metagenomic analysis of sourdough-based kvass fermentation. Explores how dietary fibre addition shapes microbial composition and metabolic potential using QIIME2, MetaPhlAn4, Kraken2, Kaiju, HUMAnN3, and DRAM2.0. Includes complete pipelines, metadata, and reproducible workflows implemented on HPC and local env