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Smacchia, V.

Publications and source records attributed to Smacchia, V..

2 recordsLinked to original sources

Microfluidic enrichment of proteolytic microbial consortia from sewage sludge.

Proteolytic microbial consortia are key drivers of protein hydrolysis in complex organic substrates. In anaerobic digestion systems, such as biogas production from sewage sludge, this process constitutes the initial and rate-limiting step. Despite their importance, proteolytic microorganisms remain poorly characterized due to the complexity of environmental microbiomes and the limitations of conventional cultivation and screening methods. Here, we present a label-free microfluidic protocol for the high-throughput cultivation and characterization of proteolytic microorganisms. Single microbial cells are encapsulated in gelatine droplets and grown clonally, where proteolytic activity is detected through image-based analysis of droplet shape changes. Enrichment of individual proteolytic cultures is achieved using a separate passive microfluidic device that enables droplet sorting. Taxonomic characterization of sorted droplets by 16S rRNA gene sequencing revealed a fivefold higher number of ASVs and a more diverse array of proteolytic strains were recovered compared with conventional skim milk agar screening (SMA). Taken together, this microfluidic workflow allows accurate and fast enrichment of proteolytic strains. Our approach contributes to a deeper understanding of proteolytic communities in sewage sludge and opens new opportunities for targeted microbial recovery in waste-to-energy applications. ImportanceProteolytic microorganisms drive the initial and rate-limiting step of protein degradation in anaerobic digestion systems such as sewage sludge biogas production, yet their diversity and function remain poorly characterized due to the limitations of conventional cultivation methods. We present a label-free droplet microfluidic workflow that enables high-throughput, single-cell cultivation, functional screening, and selective enrichment of proteolytic microbes directly from complex communities. This approach substantially improves the recovery and diversity of proteolytic strains compared with traditional assays, providing a powerful tool to study hydrolytic consortia and to enhance microbial discovery for waste-to-energy and other biotechnological applications.

microbiology↗

Divergent biofilm and free-living microbial communities on Phragmites australis and in plankton across an eutrophication gradient in the Great Masurian Lakes (Poland)

Biofilms, consisting of bacteria and protists, are key components of freshwater microbial communities and contribute to ecosystem functioning. Although biofilm and planktonic communities may share taxa, the extent of their overlap and the drivers of differentiation are not fully understood. We used 16S and 18S rRNA gene metabarcoding to examine bacterial and protist communities in Phragmites australis stem biofilms and planktonic fractions across lakes with differing trophic states in the Great Masurian Lakes (NE Poland). Biofilm communities on reed stems were compositionally distinct from planktonic ones, sharing only a limited core microbiome. The biofilm core was larger than that of planktonic communities and included taxa identified by machine learning as characteristic of biofilm assemblages. Planktonic communities varied among lakes, whereas P. australis-associated biofilms were comparatively similar, which may reflect host association and lifestyle-related buffering. Additionally, biofilm suspensions showed higher physiological activity per inoculum volume and broader substrate use under the assay conditions than free-living communities. These results highlight the distinct nature of freshwater biofilms and underscore the importance of jointly examining biofilm and planktonic fractions of prokaryotic and eukaryotic communities in studies of microbial diversity and function in lake ecosystems.

ecology↗