Metagenomic Snapshot of Treated Tannery Effluent in Paraguay Reveals Microbiome Diversity and Antibiotic Resistance Genes

Tannery effluents constitute highly complex chemical and biological matrices that can affect ecosystem integrity and public health. In Paraguay, metagenomic information on industrial discharge remains limited. In this context, the aim of this study was to characterize microbiome diversity and detect antibiotic resistance genes (ARGs) via metagenomic sequencing complemented by chemical analyses. Total DNA was sequenced using Oxford Nanopore technologies and analyzed with Kraken2 for taxonomic assignment and CARD for ARG detection. The results revealed a hypersaline, metal-containing effluent with a high organic load and measurable nitrogen and phosphorus concentrations. Microbiome profiles were dominated by Pseudomonadota (77.2%), primarily Thiocapsa (27.8%) and Francisella (23.0%). The phototrophic and sulfur-oxidizing metabolism characteristic of Thiocapsa may explain the distinctive coloration of the effluent, while the predominance of Francisella is consistent with tolerance to hostile environmental conditions. DNA sequences assigned to taxa of clinical relevance, including Pseudomonas aeruginosa, Salmonella enterica, and Klebsiella pneumoniae, were also detected, along with a range of ARGs associated with resistance to tetracyclines, β-lactams, and aminoglycosides. These findings demonstrate that treated tannery effluent can retain clinically relevant genetic material and ARGs, underscoring the need to integrate metagenomic surveillance into environmental monitoring frameworks to better understand and mitigate emerging resistance determinants in aquatic systems. This study provides one of the first metagenomic characterizations of a tannery effluent in the country and contributes novel insights at a regional scale.