Search bioRxiv⌕ Search

bioRxiv · 10.64898/2026.11.10.765748

Single-cell imaging links antibiotic resistance gene copy number and bacterial host identity

Abstract

Identifying the in situ microbial hosts of antibiotic resistance genes (ARGs) in complex environments remains a major challenge, as many of these genes are associated with mobile genetic elements. Here, we introduce combined-FISH, which integrates direct-geneFISH for ARG detection with catalyzed reporter deposition fluorescence in situ hybridization (CARD-FISH) for rRNA labelling, thereby enabling the simultaneous visualization and copy number quantification of ARGs in taxonomically identified single cells within microbial samples. Using the sulfonamide resistance gene sul1 as a model target, we designed a polynucleotide probe set covering all non-redundant database sequences of this gene within 5% sequence mismatch. The method was validated using model organisms harboring plasmids with sul1, Escherichia coli K12 J53 with R388 and Acinetobacter defluvii with pOXA58_010030. Combined-FISH enabled quantitative determination of sul1 copy numbers at single-cell resolution, with E. coli harboring 1-8 copies and A. defluvii 1-4 copies per cell. Following plasmid-mediated transfer of sul1 from E. coli to Pseudomonas alloputida, recipient cells typically contained 2-6 sul1 copies, with up to 14 copies detected in individual cells, demonstrating the applicability of the approach for investigating horizontal gene transfer. The method was successfully applied to river biofilm samples containing sul1-harboring bacteria, enabling simultaneous tracking of the bacterial host and its associated ARG within a complex microbial community. Collectively, these results establish combined-FISH as a powerful tool for quantitatively linking ARGs and microbial hosts in situ, and for investigating plasmid copy number and gene transfer at single-cell resolution in technical and environmental systems.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Wang, G., Moraru, C., Hayani Aji, I., Musat, F., Mueller, J., Musat, N.. 2026-11-12. Single-cell imaging links antibiotic resistance gene copy number and bacterial host identity. https://doi.org/10.64898/2026.11.10.765748

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

Engineered Miniature ParTasR Enables Efficient PAMless Genome Editing

TIGR-Tas system holds great promise for genome-engineering applications owing to its compact size and PAMless targeting capability. However, its low editing efficiency in mammalian cells severely limits its broader utility. Here, we engineered a highly active variant of ParTasR, termed eTasR, through structure-guided rational design of ParTasR combined with fusion to the exonuclease TREX2. eTasR increased mammalian editing efficiency from the original 4.29% to 48.94% with an average 26.52-fold increase, significantly surpassing the efficiency of SpRY, a reported version of PAM-free nuclease. More importantly, single-AAV delivery enabled efficient Hpd disruption in vivo, resulting in robust phenotypic rescue. Thus, eTasR provides a compact, PAMless and highly efficient platform for genome editing and therapeutic applications.

molecular biology↗

Enhancing pancreatic islet cell survival via NMDAR antagonist-driven ROR1 activation as revealed by phosphoproteomics

NMDA receptors (NMDARs) control function and survival not only of neurons, but also of insulin-producing pancreatic beta cells. Since insufficient insulin secretion and beta cell death are key events during diabetes development, targeting NMDARs offers a therapeutic approach. Specifically, the NMDAR antagonist dextrorphan (DXO) increases glucose-stimulated insulin secretion in clinical trials. Furthermore, treatment with DXO or optimized DXO derivatives prevents pancreatic islet cell death upon diabetogenic insults. Nonetheless, the signaling pathways induced by NMDAR inhibition are poorly understood. Here, we use complementary approaches, phosphoproteomics and tyrosine kinase profiling, to demonstrate that DXO and its derivatives rapidly regulate multiple intracellular signaling clusters, including mTOR and ERK signaling, in pancreatic islets. Notably, mTOR inhibition, but not ERK inhibition, is sufficient to negate DXO's protective effects. Further, we show that activation of Receptor Tyrosine Kinase-like Orphan Receptor 1 (ROR1) is a universal event upon NMDAR inhibition in islets. Simultaneous knockdown of Ror1/ROR1 and its paralogue Ror2/ROR2 compromises the viability of both mouse and human islets, highlighting the ROR1/2 signaling axis as a promising avenue for enhancing beta cell survival.

molecular biology↗

An ssRNA Phage Single-gene Lysis Protein Targeting MraY Reveals Convergent Evolution Across the RNA-DNA Phage Boundary

Small lytic phages of the ssRNA Leviviricetes and ssDNA Microviricetes achieve host lysis by expression of a single protein, designated as an Sgl protein. Four ssRNA Sgls have been shown to inhibit steps in peptidoglycan biosynthesis: three target MurJ, the Lipid II flippase, and one targets MurA, the committed step of the pathway. A fifth Sgl, the E protein of the canonical ssDNA microvirus {varphi}X174, inhibits MraY, which catalyzes the synthesis of the first lipid-linked intermediate. This inhibition requires SlyD, a cytoplasmic FKBP-type peptidyl-prolyl cis-trans isomerase. The Sgl of the Caulobacter ssRNA phage {varphi}Cb5 (Cebevirus halophobicum) has not been characterized. Here, we present physiological evidence that Sgl{varphi}Cb5 targets MraY. Moreover, we show that, despite the absence of detectable sequence similarity, Sgl{varphi}Cb5 shares several features with the {varphi}X174 E protein, including the distribution of hydrophobic and charged residues, a proposed N-out, C-in membrane topology, and retention of lytic activity in an Sgl{varphi}Cb5 -LacZ fusion. Furthermore, expression of the Caulobacter cytoplasmic FKBP-type peptidyl-prolyl cis-trans isomerase CC2799 enhances Sgl{varphi}Cb5 -mediated lysis in E. coli. These parallels between Sgl function in a DNA phage and an RNA phage either represent remarkably consonant convergent evolution or some evolutionary cross-over event for which there is currently no precedent.

molecular biology↗