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Heng, E.

Publications and source records attributed to Heng, E..

6 recordsLinked to original sources

A linked Genomics Sequencing and Mass Spectrometry multi-modal dataset and models for Streamlined Natural Products Discovery in Microbial Strain Libraries

An integrated multi-modal characterization of a microbial strain library streamlines the effort for natural product discovery. By integrating language- and transformer-based models to cross-validate mass spectrometry (MS)-genome datasets, microbial producers of diverse natural products are rapidly identified with high (75-100%) precision. Our findings demonstrate the transformative potential of linked MS-genome datasets at the strain-level to significantly accelerate discovery and enhance our understanding of microbes beyond currently known and curated knowledge.

synthetic biology↗

Hyperporous encapsulation of microbes for whole cell biocatalysis and biomanufacturing

Compared to traditional synthetic chemical processes, biocatalysts offer a more sustainable and eco-friendly approach to producing complex molecules. In particular, whole-cell biocatalysts boast numerous advantages, including scalable, self-containing co-factor recycling systems, the use of cost-effective raw materials, and reduced purification costs. However, challenges arise when working with microbial consortia for biotransformation cascades. Our encapsulation strategy addresses these challenges by controlling microbial cell populations through physical constraints, offering a promising approach in biomanufacturing. In this work, we describe the immobilization of cells in a hyper-porous hydrogel block, which provides ample nutrient access while simplifying media changes. We encapsulated E. coli cells in a hydrogel matrix with suitable mechanical properties, effectively limiting their proliferation while sustaining recombinant GFP production. Furthermore, we successfully maintained different microbial strains spatially in a single porous hydrogel block for at least 10 days, demonstrating the potential of this method for achieving stable co-culture. Finally, we demonstrated the application of immobilized E. coli for co-culture fermentation. The immobilization of E. coli heterologously expressing RadH halogenase significantly improved the efficiency of genistein halogenation in a co-culture with genistein-producing Streptomyces compared to its non-immobilized counterpart.

bioengineering↗

Cost-effective hybrid long-short read assembly delineates alternative GC-rich Streptomyces chassis for natural product discovery

With the advent of rapid automated in silico identification of biosynthetic gene clusters (BGCs), genomics presents vast opportunities to accelerate natural product (NP) discovery. However, prolific NP producers, Streptomyces, are exceptionally GC-rich (>80%) and highly repetitive within BGCs. These pose challenges in sequencing and high-quality genome assembly which are currently circumvented via intensive sequencing. Here, we outline a more cost-effective workflow using multiplex Illumina and Oxford Nanopore sequencing with hybrid long-short read assembly algorithms to generate high quality genomes. Our protocol involves subjecting long read-derived assemblies to up to 4 rounds of polishing with short reads to yield accurate BGC predictions. We successfully sequenced and assembled 8 GC-rich Streptomyces genomes whose lengths range from 7.1 to 12.1 Mb at an average N50 of 5.9 Mb. Taxonomic analysis revealed previous misrepresentation among these strains and allowed us to propose a potentially new species, Streptomyces sydneybrenneri. Further comprehensive characterization of their biosynthetic, pan-genomic and antibiotic resistance features especially for molecules derived from type I polyketide synthase (PKS) BGCs reflected their potential as NP chassis. Thus, the genome assemblies and insights presented here are envisioned to serve as gateway for the scientific community to expand their avenues in NP discovery. Graphic abstractSchematic of hybrid long- and short read assembly workflow for genome sequencing of GC-rich Streptomyces. Boxes shaded blue and grey correspond to experimental and in silico workflows, respectively. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=99 SRC="FIGDIR/small/519232v2_ufig1.gif" ALT="Figure 1"> View larger version (36K): org.highwire.dtl.DTLVardef@1395af0org.highwire.dtl.DTLVardef@81798forg.highwire.dtl.DTLVardef@539c92org.highwire.dtl.DTLVardef@14c366f_HPS_FORMAT_FIGEXP M_FIG C_FIG HighlightsO_LIA cost-effective genome sequencing approach for GC-rich Streptomyces is presented C_LIO_LIHybrid assembly improves BGC annotation and identification C_LIO_LIA new species, Streptomyces sydneybrenneri, identified by taxonomic analysis C_LIO_LIGenomes of 8 Streptomyces species are reported and analysed in this study C_LI

genomics↗

Application of Cas12j for Streptomyces editing and cluster activation

In recent years, CRISPR-Cas toolboxes for Streptomyces editing have rapidly accelerated natural product discovery and engineering. However, Cas efficiencies are also oftentimes strain dependent, subsequently a variety of Cas proteins would allow for flexibility and enable genetic manipulation within a wider range of Streptomyces strains. In this work, we have further expanded the Cas toolbox by presenting the first example of Cas12j mediated editing in Streptomyces sp. A34053. In our study, we have also observed significantly improved editing efficiencies with Acidaminococcus sp. Cas12j compared to Cas12a, Francisella tularensis subsp. novicida U112s type V-A Cas (FnCpf1).

microbiology↗

Biosynthetic engineering of the antifungal, anti-MRSA auroramycin

Using an established CRISPR-Cas mediated genome editing technique for streptomycetes, we explored the combinatorial biosynthesis potential of the auroramycin biosynthetic gene cluster in Streptomyces roseoporous. Auroramycin is a potent anti-MRSA polyene macrolactam. In addition, it also displays antifungal activities, which is unique among structurally similar polyene macrolactams, such as incednine and silvalactam. In this work, we employed different engineering strategies to target glycosylation and acylation biosynthetic machineries within its recently elucidated biosynthetic pathway. Six auroramycin analogs with variations in C-, N-methylation, hydroxylation and extender units incorporation were produced and characterized. By comparing the bioactivity profiles of these analogs, we determined that unique disaccharide motif of auroramycin is essential for its antimicrobial bioactivity. We further demonstrated that C-methylation of the 3, 5-epi-lemonose unit, which is unique among structurally similar polyene macrolactams, is key to its antifungal activity.

bioengineering↗

Characterization of Cas proteins for CRISPR-Cas editing in streptomycetes

Application of the well-characterized Streptococcus pyogenes CRISPR-Cas9 system in actinomycetes has enabled high efficiency multiplex genome editing and CRISPRi-mediated transcriptional regulation in these prolific bioactive metabolite producers. Nonetheless, SpCas9 has its limitations and can be ineffective depending on the strains and target sites. Here, we built and tested alternative CRISPR-Cas constructs based on the standalone pCRISPomyces-2 editing plasmid. We showed that Streptococcus thermophilus CRISPR1 (sth1Cas9), Staphylococcus aureus Cas9 (saCas9), and Francisella tularensis subsp. Novicida U112 Cpf1 (fnCpf1) are functional in multiple streptomycetes enabling efficient homology directed repair (HDR)-mediated knock-in and deletion. In strains where spCas9 was non-functional, these alternative Cas systems enabled precise genomic modifications within biosynthetic gene clusters for the discovery, production and diversification of natural products. These additional Cas proteins provide us with the versatility to overcome the limitations of individual CRISPR-Cas systems for genome editing and transcriptional regulation of these industrially important bacteria.

synthetic biology↗