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PubMed2025

Effectidor II: a pan-genomic AI-based algorithm for the prediction of type III secretion system effectors.

MOTIVATION: Type III secretion systems are used by many Gram-negative bacteria to inject type 3 effectors (T3Es) directly into eukaryotic cells, promoting disease or provoking immune response. Because of these opposing evolutionary forces, T3E repertoires often vary within taxonomic groups. Identifying the full effector gene repertoire in genomes of related individuals is crucial for determining core and specialized effectors, understanding the disease dynamics, and developing appropriate management strategies against pathogens. It can also help uncover novel T3Es that have recently emerged in a population. Our previously published Effectidor web server successfully addressed the challenge of identifying T3Es in a single bacterial genome. Here, we enriched the web server with various novel capabilities, including the identification of T3Es from multiple genome sequences simultaneously. RESULTS: We present Effectidor II, a web server that relies on machine learning to predict T3E-encoding genes within bacterial pan-genomes. We demonstrate the benefit of learning based on features extracted from the entire sequences comprising the pan-genome and report a novel T3E discovered by it in Xanthomonas euroxanthea. AVAILABILITY AND IMPLEMENTATION: Effectidor II is available at: https://effectidor.tau.ac.il and the source code is available at: https://github.com/naamawagner/Effectidor. A stand-alone version of Effectidor II is available at: https://github.com/naamawagner/Effectidor/tree/StandAlone. The source code for the standalone version and the data used in this work are also provided in https://doi.org/10.5281/zenodo.15081636.

Type III Secretion Systems↗
PubMed2026

Improving a Tn7-based luciferase reporter system for promoter activity studies.

Single-copy chromosomal integration systems are essential tools for stable gene expression in bacteria, minimizing variability associated with plasmid-based systems. The Tn7 transposon-based system is widely used for this purpose, and one important application is the generation of reporter systems, such as the bioluminescent luxCDABE operon (lux). However, current Tn7-lux vectors exhibit undesirable background expression due to cryptic promoter activity near the antibiotic resistance cassette. Here, we report the construction of an improved vector, pTn7-lux-B0015, incorporating a strong synthetic terminator upstream of the lux operon. This modification effectively eliminated basal luminescence in the absence of a promoter and enhanced the dynamic range and responsiveness of the reporter. Using a Xanthomonas citri type III secretion system promoter as a model, we demonstrate that pTn7-lux-B0015 enables more accurate detection of gene expression under relevant growth conditions. This vector provides a valuable tool for the development of precise and tunable bioluminescent reporters in bacterial systems.

Promoter Regions, Genetic↗
PubMed2026

Deletion of the Salmonella pathogenicity island 2 gene, spiC, in attenuated Salmonella Typhimurium VNP20009 optimizes its potential for bacterial schwannoma therapy.

UNLABELLED: Recent advances in systems biology and immunotherapy have spurred the investigation of bacteria as therapeutic vehicles for cancer treatment. Currently, Bacillus Calmette-Guérin remains the only FDA-approved bacterial cancer therapy; it is a live attenuated mycobacterium that is indicated for the treatment and prophylaxis of carcinoma in situ of the urinary bladder and for the prophylaxis of primary or recurrent papillary tumors following transurethral resection. Although safety concerns have been raised, attenuated Salmonella Typhimurium strains such as VNP20009 have advanced to clinical trials targeting fast-growing human tumors. Notably, this strain induces robust immunological control of slow-growing tumors such as NF2-related schwannomatosis (NF2-SWN) in preclinical murine models. Here, we genetically characterize VNP20009 with the goal of constructing genetically defined attenuated strains that retain its promising therapeutic features while improving safety. Specifically, we investigated the contribution of the Salmonella pathogenicity island I (SPI-1) and SPI-2 type III secretion systems to antitumor efficacy and biosafety. Mutation of the SPI-1 gene sipB, a key structural component required for SPI-1 type III secretion system function, partially reduced tumor control in NF2-SWN murine schwannoma models, suggesting that bacterial invasion alone does not fully account for antitumor activity. In contrast, deletion of the SPI-2 gene spiC, a key effector required for intracellular survival, preserved robust tumor regression in NF2-SWN murine schwannoma models while improving safety and reducing systemic toxicity. To create a genetically defined and tractable platform, we generated two attenuated strains-AST101 and AST101-ΔspiC-which retain key mutations present in VNP20009 but lack ill-characterized background mutations. In the syngeneic NF2-SWN mouse schwannoma model, both strains significantly suppressed tumor growth compared to PBS. Collectively, these findings support the development of rationally engineered Salmonella Typhimurium strains with enhanced safety and preserved antitumor efficacy. IMPORTANCE: Given long-standing safety concerns surrounding the therapeutic use of live bacteria, we constructed a ΔspiC mutant of VNP20009 and demonstrated that it provides a markedly improved safety profile while retaining antitumor efficacy in NF2-related schwannomatosis mouse schwannoma models. In addition, we created two genetically defined Salmonella Typhimurium strains, AST01 and AST01-ΔspiC, which incorporate the key-targeted mutations found in VNP20009 and VNP20009-ΔspiC, respectively. These engineered strains offer a well-defined genetic background, enabling precise investigation of the bacterial traits responsible for Salmonella Typhimurium-mediated tumor control and thus further improvement of attenuated strains optimized for bacteriotherapy of neoplasms.

Salmonella typhimurium↗
PubMed2025

Sucrose and malic acid in the tobacco plant induce hrp regulon in a phytopathogen Ralstonia pseudosolanacearum.

Genes encoding a type III secretion system in Ralstonia pseudosolanacearum are regulated by HrpB as an hrp regulon and induced only in plants. This study aimed to identify the plant signals that induce the hrp regulon and confirm the signal recognition mechanism. Signaling molecules that induce hrpB expression were screened using resting cells of the hrpB-lacZ reporter strain. Only the soluble fraction of smashed tobacco seedlings induced hrpB expression. The heated soluble fraction retained its hrpB-inducing activity, indicating that the signaling molecules were not proteins. When the soluble fraction was fractionated into acidic, neutral, and basic components, both the acidic and neutral fractions induced hrpB expression. As neutral compounds, sucrose, glucose, and fructose have been found to induce hrpB expression. Sucrose-induced hrpB expression was greatly reduced in the prhA mutant, indicating that the TonB-dependent receptor PrhA perceives sugars. Among the organic acids found in the acidic fractions, malic acid most efficiently induced hrpB expression, which was reduced by the mutation of a hybrid histidine kinase gene of a two-component system, rsc1598, indicating that Rsc1598 may sense malic acid. We demonstrated direct binding of Rsc1598 to malic acid using isothermal titration calorimetry.IMPORTANCESimilar to other Gram-negative plant pathogens, the type III secretion system (T3SS) is the most important virulence factor in Ralstonia pseudosolanacearum. The genes for the T3SS are regulated as an hrp regulon, activated only when the pathogen encounters the plants, indicating that the pathogen must sense plant signals. For the first time, we identified two signaling compounds, sucrose and malic acid, that are abundantly found in tobacco roots. The hrp operon was induced even in non-host plants, possibly because sucrose and malic acid are common in plants. We also found that R. pseudosolanacearum membrane proteins received sucrose and malic acid independently. As a next step, antagonists of signaling molecules can be screened.

Malates↗
PubMed2026

Perfluorooctane sulfonate drives the synergistic dissemination of antimicrobial resistance and pathogenicity during sludge anaerobic digestion.

Per- and polyfluoroalkyl substances, one of the most prevalent and persistent emerging contaminants in sludge, may drive the dissemination of antimicrobial resistance and pathogenicity during sludge treatment. However, the mechanisms underlying perfluorooctane sulfonate (PFOS)-mediated propagation of antibiotic resistance genes (ARGs) and virulence factors (VFs) remain poorly understood. This study investigated the effects of PFOS (1 and 10 μg/g-dw) on ARGs dynamics and virulence risks. Quantitative PCR and metagenomic analysis revealed that PFOS stress led to the widespread enrichment of ARGs, the total abundance of mobile genetic elements (MGEs) and VFs also increased by 33.22-37.62% and 6.71-8.41%, respectively. Metagenomic binning results demonstrated that most metagenome-assembled genomes carrying ARGs or VFs simultaneously harbored MGEs. Mechanistically, excessive reactive oxygen species production and enhanced substrate-level phosphorylation for ATP generation may contribute to the increased horizontal transfer potential of ARGs under PFOS stress, which further facilitated the convergence of antimicrobial resistance and virulence traits within pathogens. Furthermore, PFOS may have hindered the negative regulation of the RhlI/RhlR quorum sensing system on the Type III secretion system, stimulating the secretion of VFs. This study elucidates the mechanisms by which PFOS promotes the dissemination of ARGs and pathogenicity during anaerobic digestion, highlighting the potentially overlooked environmental health risks of PFOS during sludge disposal.

Alkanesulfonic Acids↗
PubMed2025

Multiple effectors trigger non-host resistance in Solanum americanum against Pseudomonas syringae.

Wild plant species are threatened by diverse pathogens, but disease symptoms are rarely observed in nature. This suggests that wild plants harbor valuable sources of resistance. In this study, we show that the model bacterial pathogen Pseudomonas syringae pv. tomato (Pto) DC3000 triggered defense responses in all tested accessions of a wild Solanaceae species, Solanum americanum. Pto DC3000-triggered immunity in S. americanum required a type III secretion system. We show that seven Pto DC3000 effectors (AvrPto, HopAD1, HopAM1, HopC1, HopAA1-1, HopM1, and AvrE1) triggered hypersensitive responses (HR) in S. americanum accession SP2273. Significantly, sequential deletion of the HR-triggering effectors from Pto DC3000 resulted in enhanced virulence in S. americanum. However, the well-conserved effectors, HopM1 and AvrE1, were indispensable for virulence. We conclude that the immunity triggered by multiple effectors contributes to nonhost resistance in S. americanum against P. syringae. We propose that the identification of the corresponding disease resistance genes for HopM1 and AvrE1 in S. americanum would accelerate the development of durable immunity to P. syringae pathogens in Solanaceae crops.

Disease Resistance↗
PubMed2026

Metagenomic insights into mechanisms of coral larval settlement induction and inhibition by marine biofilms.

BACKGROUND: Biofilms are essential to larval settlement in many marine invertebrates, yet the mechanisms driving settlement induction or inhibition in corals remain poorly resolved. This challenge lies in the vast taxonomic and functional diversity of marine biofilms, making it difficult to identify cues associated with settlement. To address this, we analysed the metagenomes of biofilms used to induce settlement (attachment and metamorphosis) of four broadcast-spawning non-acroporid coral species: Dipsastrea favus, Platygyra sinensis, Echinophyllia aspera and Porites lobata. Biofilms were developed for one or two months, under light or dark treatments, with light biofilms inducing significantly higher settlement than dark biofilms. RESULTS: Gene composition varied strongly among treatments, with light biofilms enriched in genes encoding carotenoid biosynthesis and nitrate reduction, while dark biofilms encoded more genes for denitrification and nitric oxide production. Modelling revealed the abundance of genes encoding GABA biosynthesis and the type III secretion system (SS) were positively associated with settlement, while genes encoding the type II secretion system, flagellar and lipopolysaccharides were negatively associated. Genes predicted to promote settlement were concentrated in metagenome assembled genomes (MAGs) assigned to Flavobacteriaceae, Rhodobacteraceae and Pirellulaceae, consistent with previous research identifying these lineages as potential inducers. While we detected homologues of some biosynthesis genes for the settlement-inducing compounds cycloprodigiosin and tetrabromopyrrole in the MAGs, pathways were incomplete suggesting additional compounds promote settlement on these biofilms. CONCLUSIONS: These findings link biofilm metagenomics to coral larval settlement for the first time, suggesting carotenoids may attract larvae to biofilm surfaces, while GABA may promote searching and attachment. Additional compounds, for example cycloprodigiosin, tetrabromopyrrole or effector proteins, may be required to complete metamorphosis, however the specific compounds responsible likely vary across biofilm communities and suggest multiple mechanisms can lead to settlement. Simultaneously, elevated levels of nitric oxide, type II SS exudates or an abundance of flagellar potentially inhibit the settlement process. This study advances our understanding of the complex microbial processes underpinning coral larval settlement.

Biofilm↗
PubMed2026

TALEs, TALENs, and TALE Base Editors: From Plant Pathology to Biotechnology.

TALEs (transcription activator-like effectors) are an excellent example of how studying pathogen-host interactions can lead to significant biotechnology inventions. TALEs are bacterial effectors that are translocated into plant cells via a bacterial type III secretion system. Once inside the host cell, they are imported into the nucleus to bind specific promoters and induce expression of target genes, thereby supporting the bacterial infection. TALEs are found throughout many, but not all, Xanthomonas pathovars, which can be severe pathogens of different crops. The key feature of TALEs is their modular DNA-binding domain, which allows a simple evolutionary adaptation to novel DNA sequences as well as simple cloning of designer TALEs with desired DNA-binding specificity. Accordingly, TALE nucleases started the genome-editing revolution, and TALE base editors are the latest tools to efficiently edit chloroplast and mitochondrial genomes. We review recent advances in Xanthomonas genomics, synthesize current knowledge about naturally occurring TALEs, and highlight current roles of TALEs in genome editing and synthetic biology.

Xanthomonas↗
PubMed2026

Phage-encoded sRNA counteracts xenogeneic silencing in pathogenic E. coli.

Horizontal gene transfer introduces foreign DNA that can disrupt cellular processes and is therefore subject to xenogeneic silencing by nucleoid-associated proteins such as H-NS and Hha. In Enterohaemorrhagic Escherichia coli (EHEC), prophages make up a large fraction of the accessory genome and encode many virulence factors, yet their expression must overcome this silencing. We identify a prophage-encoded small RNA (sRNA), HnrS, that functions as an anti-silencing factor by targeting the H-NS paralogue Hha. HnrS is a short (66-nt) sRNA that is enriched in the locus of enterocyte effacement (LEE⁺) E. coli strains and present in up to nine copies in EHEC and Enteropathogenic Escherichia coli (EPEC) genomes. HnrS base-pairs with the hha ribosome-binding site to inhibit translation, thereby modulating Hha-H-NS repression of virulence loci including the LEE type III secretion system. Loss of HnrS alters motility, T3SS expression, and a subset of Hha-regulated genes. These findings reveal an RNA-based counter-silencing strategy encoded by prophage to relieve xenogenic silencing.

Escherichia coli Proteins↗
PubMed2026

Whole-genome profiling of antimicrobial resistance and virulence determinants in extensively-drug resistant Pseudomonas aeruginosa isolates causing ventilator associated pneumonia in Egypt.

Among critically ill ICU patients under prolonged mechanical ventilation, Pseudomonas aeruginosa is one of the most common cause of ventilator-associated pneumonia (VAP), with antimicrobial pressure leading to emergence of multidrug, extensively drug and pandrug-resistant (PDR) strains. In Egypt, very little genomic data exist on P. aeruginosa associated with VAP. This study aimed at characterizing the antimicrobial resistance (AMR) determinants, virulence repertoire, MGEs, and sequence types of two highly drug-resistant Pseudomonas aeruginosa isolates, including one pandrug-resistant colistin-resistant isolate and one extensively drug-resistant colistin-susceptible isolate from respiratory tract of Egyptian ICU patients suffering from VAP. The two isolates were identified conventionally and confirmed to the species level using MALDI-TOF MS. Antibiotic susceptibility was assessed using the VITEK-2 Compact system and the broth microdilution method. Genome analysis was performed using PATRIC, ResFinder, CARD, and Mobile Element Finder. For both isolates, resistance was found to all antibiotics routinely tested, however, one isolate had high-level colistin resistance (MIC > 64 µg/mL), while the other isolate was still colistin susceptible. Whole-genome sequencing identified two rare sequence types, ST2023 and ST2685, both 6.5-7.6 Mb in size with a 66% GC content. The presence of 21 MGEs in the SRR36105565 genome shows that it has high genomic flexibility, including a broader resistome than other strains, such as blaVIM-2 and OXA variants, aminoglycoside-modifying enzymes, crpP, and disinfectant-resistance markers. Both isolates retained large virulence determinants including Type III and Type VI secretion systems, alginate regulation genes, quorum-sensing networks, and siderophore biosynthesis clusters. It also represents one of the first genomic studies of VAP associated PDR P. aeruginosa from Egypt. The combination of widespread AMR with intact virulence supports the potential value of future genomic surveillance efforts and improved antimicrobial stewardship in local ICUs.

Pneumonia, Ventilator-Associated↗
PubMed2025

Diversification of an emerging bacterial plant pathogen; insights into the global spread of Xanthomonas euvesicatoria pv. perforans.

Emerging and re-emerging plant diseases continue to present multifarious threats to global food security. Considerable recent efforts are therefore being channeled towards understanding the nature of pathogen emergence, their spread and evolution. Xanthomonas euvesicatoria pv. perforans (Xep), one of the causal agents of bacterial spot of tomato, rapidly emerged and displaced other bacterial spot xanthomonads in many tomato production regions around the world. In less than three decades, it has become a dominant xanthomonad pathogen in tomato production systems across the world and presents a compelling example for understanding diversification of recently emerged bacterial plant pathogens. Although Xep has been continuously monitored in Florida since its discovery, the global population structure and evolution at the genome-scale is yet to be fully explored. The objectives of this work were to determine genetic diversity globally to ascertain if different tomato production regions contain genetically distinct Xep populations, to examine genetic relatedness of strains collected in tomato seed production areas in East Asia and other production regions, and to evaluate variation in type III secretion effectors, which are critical pathogenicity and virulence factors, in relationship to population structure. We used genome data from 270 strains from 13 countries for phylogenetic analysis and characterization of type III effector gene diversity among strains. Our results showed notable genetic diversity in the pathogen. We found genetically similar strains in distant tomato production regions, including seed production regions, and diversification over the past 100 years, which is consistent with intercontinental dissemination of the pathogen in hybrid tomato production chains. Evolution of the Xep pangenome, including the acquisition and loss of type III secreted effectors, is apparent within and among phylogenetic lineages. The apparent long-distance movement of the pathogen, together with variants that may not yet be widely distributed, poses risks of emergence of new variants in tomato production.

Xanthomonas↗