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Kaminski, T.

Publications and source records attributed to Kaminski, T..

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↗

Versatile Product Detection via Coupled Assays for Ultra-high-throughput Screening of Carbohydrate-Active-Enzymes in Microfluidic Droplets

Enzyme discovery and directed evolution are the two major contemporary approaches for the improvement of industrial processes by biocatalysis in various fields. Customization of catalysts for improvement of single enzyme reactions or de novo reaction development is often complex and tedious. The success of screening campaigns relies on the fraction of sequence space that can be sampled, whether for evolving a particular enzyme or screening metagenomes. Ultrahigh-throughput screening (uHTS) based on in-vitro compartmentalization in water-in-oil emulsion of picolitre droplets generated in microfluidic systems allows screening rates >1 kHz (or >107 per day). Screening for Carbohydrate Active Enzymes (CAZymes) catalysing biotechnologically valuable reactions in this format presents an additional challenge, because the released carbohydrates are difficult to monitor in high throughput. Activated substrates with large optically active hydrophobic leaving groups provide a generic optical readout, but the molecular recognition properties of sugars will be altered by incorporation of such fluoro- or chromophores and their typically higher reactivity, as leaving groups with lowered pKa values compared to native substrates make observation of promiscuous reactions more likely. To overcome these issues, we designed microdroplet assays in which optically inactive carbohydrate products are made visible by specific cascades: the primary reaction of an unlabelled substrate leads to an optical signal downstream. Successfully implementing such assays at the picoliter droplet scale allowed us to detect glucose, xylose, glucuronic acid and arabinose as final products of complex oligosaccharide degradation by glycoside hydrolases by absorbance measurements. Enabling the use of uHTS for screening CAZyme reactions that have been thus far elusive will chart a route towards faster and easier development of specific and efficient biocatalysts for biovalorisation, directing enzyme discovery towards catalysts for their natural rather than model substrates. Graphical abstract / TOC O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=58 SRC="FIGDIR/small/534725v1_ufig1.gif" ALT="Figure 1"> View larger version (11K): org.highwire.dtl.DTLVardef@13063eborg.highwire.dtl.DTLVardef@1efdcfcorg.highwire.dtl.DTLVardef@9562eeorg.highwire.dtl.DTLVardef@1923207_HPS_FORMAT_FIGEXP M_FIG C_FIG

biochemistry↗