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PubMed2026

Liquid biopsies reveal dual compartments of cancer risk from tumor and host-derived mutations.

MOTIVATION: Circulating tumor DNA (ctDNA) and clonal hematopoiesis of indeterminate potential (CHIP) are two biologically distinct sources of somatic mutations detectable in blood. While ctDNA captures tumor-intrinsic alterations, CHIP arises from age-related hematopoietic clones and is often considered background noise. Here, we conduct a large-scale, tumor-type-resolved analysis of over 9000 patients with CHIP data and 1500 patients with ctDNA data across solid tumors profiled at Memorial Sloan Kettering Cancer Center. RESULTS: Our results reveal that CHIP and ctDNA mutations exhibit non-overlapping, clinically meaningful signals. CHIP mutations, particularly in DNA damage response and epigenetic regulators (e.g. PPM1D, CHEK2, ATM, TP53, ASXL1), are associated with worse overall survival, increased metastatic potential, and site-specific dissemination. ctDNA mutations in canonical oncogenic drivers (e.g. TP53, EGFR, KRAS, STK11) reflect tumor aggressiveness and correlate with poor prognosis and metastasis across multiple cancer types. Joint modeling in lung adenocarcinoma confirms the independent prognostic contributions of both compartments. Additionally, longitudinal clonal analysis links specific CHIP mutations to the emergence of hematologic malignancies under therapeutic pressure. These findings support a dual-compartment model of liquid biopsy, in which tumor- and host-derived mutations jointly inform on cancer risk, progression, and metastatic behavior. Integrating both compartments may enhance the clinical utility of blood-based biomarkers in oncology. AVAILABILITY: All genomic and clinical data used in this study are available through cBioPortal. Summarized outputs and processed results tables are provided in Supplementary Data.

Humans↗

PubMed2026

Tigecycline-resistant Staphylococcus in waiting pens of a pig slaughterhouse: genomic insights into a food safety alert.

BACKGROUND: The waiting pens of slaughterhouses represent a critical control point in the 'farm-to-fork' continuum, yet their role in the emergence and dissemination of antimicrobial resistance remains understudied. This study investigated tigecycline-resistant Staphylococcus (TRS) in these high-risk zones to assess their prevalence, resistance mechanisms, and transmission dynamics. METHODS: 400 samples were collected from the waiting pens of a pig slaughterhouse in Guangzhou, China. Antimicrobial susceptibility testing, whole-genome sequencing, phylogenetic analysis, and molecular cloning were employed to characterize resistance mechanisms and transmission patterns. RESULTS: 78 TRS strains were isolated and classified into three species, including S. borealis, S. ureilyticus, and S. pasteuri. These isolates exhibited multidrug-resistant phenotypes and carried new mutations in rpsJ and tet(M), which were functionally confirmed to reduce tigecycline susceptibility. Phylogenetic evidence demonstrated clonal transmission between pig farms and the slaughterhouse. The tet(M) gene was located within Staphylococcal cassette chromosome mec elements mediated by IS257, while tet(L) was carried by plasmids formed through IS256/IS257-mediated recombination. CONCLUSIONS: Waiting pens serve as crucial reservoirs for the amplification and dissemination of antimicrobial resistance. Our findings underscore the urgent need for enhanced biosecurity measures, improved waste management, and routine molecular surveillance in these high-risk zones to mitigate the spread of resistance along the food production chain.

Animals↗

PubMed2026

Tn125-borne blaNDM-1 is decoupled from clonal background in a transcontinental Acinetobacter baumannii ST126/KL14 lineage.

BACKGROUND/OBJECTIVES: Carbapenem-resistant A. baumannii (CRAB) is a WHO Critical Priority pathogen. The blaNDM-1-carrying ST126/KL14 lineage has been independently reported from Vietnam (2015), Malaysia (2016), the USA (2023-2026), and Costa Rica (2024). Whether these geographically distinct reports represent a single transcontinental clone and through what mechanism blaNDM-1 disseminates has not been formally tested. METHODS: We performed comprehensive whole-genome reanalysis of the Vietnamese sentinel isolate DMS06669_L1 using three nested panels (n = 19, n = 138, and n = 609 Vietnamese A. baumannii genomes) and surveyed 429 plasmids extracted from 99 NDM-1 A. baumannii genomes retrieved from NCBI Pathogen Detection. RESULTS: Four ST126/KL14 isolates share high inter-regional average nucleotide identity (ANI; 99.77-99.92%) but wide intra-clade core-SNP distances (41-731 SNPs, well above the ∼20-40-SNP range typical of single-outbreak transmission clusters) and lack a significant molecular clock, consistent with a related transcontinental lineage rather than a single recent clone. NDM-1 plasmid evolution is statistically uncorrelated with chromosomal sequence type (Spearman ρ = 0.131, P = 0.573). At 609-strain population scale, under a fragmentation-aware detection criterion, all 41 blaNDM-1-carrying Vietnamese strains also carry ISAba125, with none carrying blaNDM-1 without it (Fisher exact test; Haldane-Anscombe-corrected OR ≈2.0 × 10³, 95% CI 1.2 × 10² to 3.4 × 10⁴; P = 4.74×10⁻⁴⁸; φ = 0.79). CONCLUSIONS: The blaNDM-1 dissemination pattern in this ST126/KL14 lineage is primarily consistent with Tn125 transposition acting alongside plasmid-borne spread. Standard MLST-based surveillance is insufficient; multi-level genomic monitoring - including chromosomal and plasmid-level detection of the Tn125/ISAba125 unit - is required to track this resistance threat.

A. baumannii↗

PubMed1979

Karyotype studies of cutaneous T cell lymphoma: evidence for clonal origin.

Neoplastic lymphocytes from 3 patients with widespread cutaneous T cell lymphoma were karyotyped, using a chromosome banding technique. None of the patients had previously received chemotherapy. Morphologically homogeneous populations of abnormal T cells were available from 2 distinct body regions of 2 of the individuals and from the bone marrow of the third. Karyotypes from each of the 3 patients indicated monoclonality of their lymphoma. These observations suggest that extracutaneous dissemination of cutaneous T cell lymphoma involves spread of neoplastic cells derived from a single clone. If future studies can demonstrate that those neoplastic T cells actually localized in the skin are also progeny of a single malignant cell, a widely accepted concept that cutaneous T cell lymphoma is of multifocal origin will have to be reexamined.

Adult↗

PubMed2026

Emergence of a Tn7-associated blaVIM-1 within IncC plasmids in ST46 Providencia stuartii from Northern Italy.

OBJECTIVES: To characterize the genomic features and resistance determinants of carbapenem-resistant Providencia stuartii isolates circulating in Northern Italy, with a focus on the genetic context of blaVIM-1. METHODS: Five P. stuartii isolates collected between 2022 and 2024 from interconnected healthcare facilities underwent molecular characterization. Antimicrobial susceptibility testing was performed according to EUCAST 2025 criteria. Whole-genome sequencing was conducted using Illumina technology, followed by resistome, plasmidome, and phylogenetic analyses. Comparative genomics was used to investigate the genetic environment of blaVIM-1. RESULTS: All isolates belonged to the emerging ST46 lineage and exhibited an extensively drug-resistant phenotype, remaining susceptible only to amikacin. The blaVIM-1 gene was located on a ∼100 kb mobilizable IncC plasmid shared across all isolates. Notably, blaVIM-1 was embedded within a 13 kb Tn7 transposon carrying a complete set of transposition genes and inserted into a class 1 integron structure. Comparative analysis revealed no full homology with previously described IncC plasmids, suggesting a novel genetic arrangement. Phylogenetic analysis demonstrated close relatedness among Italian isolates (<33 SNPs), supporting local clonal circulation, while showing clear separation from previously described NDM-producing ST46 strains. CONCLUSIONS: This study describes the rare association of blaVIM-1 with a Tn7 transposon in P. stuartii, highlighting the genomic plasticity of IncC plasmids and their role in the emergence of new resistance platforms. The identification of this structure in a high-risk lineage underscores the potential for further dissemination of carbapenem resistance in healthcare settings.

IncC↗

PubMed2026

Wildlife as a reservoir of OXA-48-like carbapenemase-producing Enterobacterales.

Carbapenemase-producing Enterobacterales (CPEs) have globally emerged and spread beyond human compartments. However, data in wild animals, especially from low- and middle-income countries, such as Algeria, are still very scarce. Here, we investigated CPEs recovered from feces samples collected between October 2021 and June 2023 from wild terrestrial and aquatic mammals, wild migratory/nesters/sedentary birds, and zoo animals, including their environment (water, food, and fecal samples of animal care workers) distributed over six Algerian provinces. Carbapenem-resistant Enterobacterales were characterized using MALDI-TOF-MS, Carba NP, immunochromatographic assay NG-Test CARBA 5, antimicrobial susceptibility testing, and whole-genome sequencing. Thirty CPEs were identified out of the 1,899 samples collected (1.6%). The carriage rate was higher in captive animals (3.2%) than in wild animals (1.2%). Twenty-six produced OXA-48, three OXA-244, and one OXA-181, along with CTX-M-15 ESBL. Clonal expansion of Enterobacter hormaechei hoffmannii ST145 and Klebsiella pneumoniae ST13 was evidenced. Plasmid analysis confirmed that 24/30 isolates harbored a transferable 62 kb IncL pOXA-48 plasmid. Five/six E. coli isolates belonged to high-risk clones with chromosome-mediated blaOXA-244 gene in three isolates, blaOXA-48 in two isolates, and blaOXA-181 gene encoded on an IncFII-ColKP3 hybrid plasmid in one isolate. This study showed widespread dissemination of OXA-48-like producing Enterobacterales in free and captive wild animals, largely driven by epidemic plasmids and clones. It underscores the role of wild animals as a reservoir of CPEs, particularly species living close to humans, such as gulls and pigeons, and occasionally food-producing animals, increasing the risk of bidirectional dissemination between animal, environmental, and human sectors.IMPORTANCEThe global rise of carbapenemase-producing Enterobacterales (CPEs) harboring blaOXA-48-like has been increasingly documented in clinical settings. However, their emergence and transmission in wild and captive animals are less documented. This study provides a high-resolution genomic characterization of CPEs isolated from the feces of wild animals, especially migratory birds, and from captive wild animals, to evaluate the potential risk of dissemination through these animals. Whole-genome sequencing data, genetic investigations, and antimicrobial susceptibility results highlighted the spread of multidrug-resistant CPEs in both animals and humans. The widespread detection of blaOXA-48 across multiple niches suggests sustained circulation beyond hospital settings in Algeria. Human-associated lineages, such as E. coli ST131, ST38, and ST540, were identified with a clear link with humans. This study demonstrates carriage of CPEs in multiple bird species living in areas commonly inhabited by humans and provides further evidence for an effective dissemination of resistance in wildlife, facilitated by feeding habits.

Animals↗

PubMed1978

Correlation of phaga type, biotype and source in strains of Salmonella typhimurium.

A series of 2092 cultures of Salmonella typhimurium isolated from human, animal and other sources in 57 countries were differentiated into 204 phage types and 19 primary and 147 full biotypes. Different biotypes belonged to the same phage type and different phage types to the same biotype, so the combination of typing methods differentiated strains more finely than either method alone: 574 different ;phage type/biotypes' were distinguished in 1937 cultures belonging to the 204 recognized phage types.The combination of biotyping with phage-typing was valuable in studying the phylogeny and spread of epidemic strains by distinguishing clones of different biotype within the same phage type and by confirming the relationship between cultures isolated from widely dispersed clones and that between cultures isolated before and after a clone had undergone variation in phage type, biotype, colicin type or antibiotic-sensitivity pattern.A widespread outbreak of infection with S. typhimurium phage type 141 in Scotland comprised independent dissemination of three clones of different biotypes, 1f, 9f and 31bd. During its epidemic spread in cattle in Britain between 1962 and 1969, another strain underwent variations in phage type (type 44 to type 29), biotype (type 26a to types 26d, 26bd, 26dgi, 26dz and 26i) and antibiotic sensitivity. A group of 275 non-fimbriate, non-inositol-fermenting and non-rhamnose fermenting (FIRN) strains, particularly associated with avian infections and thought to be clonal in origin, contained 27 phage types and 22 full biotypes in the primary biotypes 29-32.

Bacteriophage Typing↗

PubMed2026

The agroenvironmental-clinical link of Proteus mirabilis: Genomic epidemiology, clonal relationships, and shared resistance and virulence profiles.

Proteus mirabilis is an opportunistic pathogen frequently associated with urinary tract infections (UTIs), with its pathogenicity driven by coordinated virulence traits such as adhesion, biofilm formation, and toxin production. The systemic emergence of antimicrobial resistance (AMR) within this species raises critical concerns regarding its persistence across clinical and environmental niches. This study investigated the virulence profiles, AMR determinants, and molecular epidemiology of P. mirabilis isolates recovered from retail vegetables and human community-acquired UTIs (CA-UTIs) in southern Brazil. A total of 310 isolates were analyzed (110 from vegetables and 200 from UTIs). Multidrug resistance was observed in 36.6-42.0% of vegetable isolates and 16.0% of UTI isolates, while extended-spectrum β-lactamase (ESBL) production reached 32.0% in the vegetable group. Notably, the carbapenemase gene blaKPC-2 was identified in vegetable isolates, representing a critical food safety concern. High-consequence resistance genes, including blaCTX-M variants, fosA3, and qnrD, were widely distributed. Furthermore, all isolates harbored multi-element virulence profiles-particularly genes encoding fimbriae, proteases, and iron acquisition systems-and exhibited strong or very strong biofilm-forming phenotypes. Clonal analysis revealed tight genetic relatedness between vegetable and clinical isolates, including indistinguishable profiles. Whole-genome sequencing identified shared sequence types (STs), most notably the high-risk clone ST773, alongside internationally reported lineages such as ST135 and ST336. Moreover, conserved mobile genetic environments flanking blaKPC-2 were structurally characterized. These findings demonstrate that food-associated P. mirabilis serves as an active agroenvironmental reservoir for virulent and multidrug-resistant lineages, posing an unmonitored risk for zoonotic dissemination and human infection within the One Health framework.

bla KPC−2↗

PubMed2026

Genomic Characterisation of Carbapenem-Resistant Klebsiella pneumoniae and Enterobacter hormaechei Clinical Isolates from Nigeria: Evidence of Resistance, Virulence, and Putative Plasmid-Mediated Gene Sharing.

The global proliferation of carbapenem-resistant Enterobacterales (CRE) constitutes one of the most urgent public health threats, yet high-resolution genomic data from sub-Saharan Africa remain critically scarce. We applied whole-genome sequencing (WGS) and comparative phylogenomics to characterise antimicrobial resistance determinants, virulence genes, and mobile genetic elements (MGEs) in three carbapenem-resistant clinical isolates originating from three tertiary hospitals (selected from a broader surveillance collection spanning four facilities) in Osun State, southwestern Nigeria. We purposively selected three isolates, two Klebsiella pneumoniae subsp. pneumoniae (K22, ST411; K31, ST17) and one Enterobacter hormaechei subsp. steigerwaltii (K32, ST45) from a broader surveillance collection of 27 carbapenem-non-susceptible Enterobacterales, to represent phenotypically and genotypically divergent lineages. Resistome analysis revealed extensive plasmid-associated β-lactam and aminoglycoside resistance in K31 (including blaCTX-M-15, blaOXA-1, and blaTEM-1). K32 harboured an intrinsic chromosomal blaACT-17 AmpC gene, while IS26 and ISEcp1 insertion sequences, consistent with transposon-mediated mobilisation, flanked its acquired aminoglycoside and sulfonamide resistance cassettes. K22 lacked detected acquired carbapenemase, ESBL, or plasmid-mediated AmpC genes, indicating that its carbapenem-resistant phenotype may involve non-carbapenemase mechanisms such as porin alteration or efflux-mediated reduced susceptibility; however, this mechanism requires confirmation by direct ompK35/ompK36 sequence analysis and/or phenotypic outer membrane protein profiling. Virulome profiling identified a broader repertoire of siderophore, adhesion, and biofilm genes in both K. pneumoniae isolates than in E. hormaechei. Phylogenomic analysis demonstrated that K22 and K31 cluster within the broader K. pneumoniae population framework but represent distinct high-risk lineages (ST411 and ST17) rather than a single clonal outbreak. Analysis also identified a shared plasmid backbone between K31 and K32, supporting interspecies horizontal gene transfer. These descriptive genomic findings identify clinically relevant resistance and virulence determinants in three purposively selected carbapenem-resistant Enterobacterales from Nigerian tertiary-care hospitals. The detection of shared resistance elements between K. pneumoniae and E. hormaechei suggests possible plasmid-mediated gene sharing. Still, larger WGS studies with long-read sequencing and patient-level epidemiological data are required to define transmission and dissemination patterns.

Nigeria↗

PubMed1977

Chemotherapeutic remissions in Wistar Furth rat acute myelogenous leukemia: a model for human AML.

Acute myelogenous leukemia (AML) of the inbred Wistar/Furth (W/Fu) rat is pathophysiologically similar to human AML. Subcutaneous transplantation of 1.0 X 10(6) cells of a clonal tissue culture line of W/Fu AML into 6- to 8-week-old rats produced local myeloblastomas in 8--10 days which progressed to infiltration of regional nodes, replacement of greater than 90% of the bone marrow, ascites, and fatal peripheral blood leukemia with concomitant hyperlysozymemia. Single doses of adriamycin, daunomycin, actinomycin, cytosine arabinoside, or Cytoxan in rats with 1.0 cm myeloblastomas produced complete tumor regression while bu-sulfan, vinblastine, vincristine, dexamethasone, and Methotrexate was relatively ineffective. Responses were associated with delay in progression to peripheral blood leukemia and prolonged survival. Similar results were obtained following treatment of rats with already disseminated leukemia. The demonstration of response to drugs known active against human AML indicates that the W/Fu AML should be a valuable model for rapid evaluation of new chemotherapeutic agents for clinical use.

Animals↗

PubMed2025

Climate-driven co-evolution of antimicrobial resistance and virulence in Escherichia coli on dairy farms: unraveling adaptive genetic signatures with novel SSCP-PCR.

This study addresses a critical One Health challenge by investigating the epidemiological and genetic drivers of antimicrobial resistance (AMR) in E. coli from 290 clinical bovine samples. On Egyptian dairy farms, our findings revealed that while calf diarrhea peaked during the winter, a higher rate of multidrug resistance was consistently observed in isolates from the summer, directly linking seasonal pressures to AMR dissemination. Strikingly, a mastitis isolate was confirmed as the highly virulent E. coli O157:H7 serotype, harboring the Shiga toxin genes stx1 and stx2, underscoring a direct and significant public health risk. To dissect the molecular basis of these trends, we pioneered the use of a novel Single-Strand Conformation Polymorphism Polymerase Chain Reaction (SSCP-PCR) assay on 33 selected isolates. This high-throughput approach revealed prevalent mutations in resistance genes (blaTEM and gyrB) and the virulence gene (fimH). Crucially, sequencing confirmed that mutations in the highly conserved 16S rRNA gene significantly co-occurred with mutations in blaTEM, fimH, and lacI, providing compelling evidence for co-selected adaptive pathways and clonal expansion. Our research demonstrates that climate-driven environmental pressures fuel the co-evolution of AMR and virulence on farms, championing SSCP-PCR as a robust tool for tracking microbial evolution and advocating for integrated, molecularly-informed One Health strategies.

Escherichia coli↗

PubMed2026

Escalation of CTX-M-producing extensively drug-resistant Shigella spp. in Kolkata, India, following the COVID-19 pandemic.

Shigella spp. is recognized by the World Health Organization as a high-priority pathogen due to its global prevalence, unique pathogenic mechanisms, and growing antimicrobial resistance (AMR). Nearly half of all Shigella strains worldwide are now multidrug-resistant (MDR), and the emergence of extensively drug-resistant (XDR) variants-resistant to ciprofloxacin, ceftriaxone, and azithromycin-has severely limited effective treatment options. The present study is based on prospective laboratory surveillance involving 323 Shigella isolates collected during 2021-2023, with pre-COVID-19 pandemic data included from a previously published study solely for historical comparison. The presence of antibiotic resistance genes (ARGs) was investigated, and whole-genome sequencing (WGS) was performed on representative isolates to assess phylogenetic relatedness with global isolates. Approximately 10% of isolates exhibited resistance to third-generation cephalosporins. While only 3% of Shigella isolates carried the blaCTX-M-15 gene from 2013 to 2019, its prevalence increased to 26% by 2022-2023. Among 38 ceftriaxone-resistant S. sonnei isolates, 33 were also resistant to azithromycin, categorizing them as XDR. These isolates showed 48% clonal similarity and high phylogenetic resemblance to the isolates reported from England. Hybrid genome assembly revealed a plasmid harboring both the blaCTX-M-15 and mphA ARGs. Conjugation experiments and plasmid profiling confirmed the plasmid's transferability. We report a rising trend in third-generation cephalosporin resistance among Shigella spp., primarily driven by the spread of extended-spectrum β-lactamase-producing S. flexneri and the emergence of XDR S. sonnei. These findings underscore the urgent need for strengthened national AMR containment strategies and enhanced international surveillance of cephalosporin-resistant Shigella to mitigate this growing public health threat.IMPORTANCEShigella is a leading cause of diarrheal disease globally and has been prioritized by the World Health Organization due to its rapid acquisition of antimicrobial resistance. Our prospective surveillance in Kolkata, India, reveals a worrisome escalation of third-generation cephalosporin resistance over the past decade, primarily associated with the spread of blaCTX-M-15 and the emergence of extensively drug-resistant (XDR) S. sonnei. The detection of plasmids carrying both blaCTX-M-15 and mphA, coupled with evidence of their transferability, highlights the potential for accelerated dissemination of multidrug resistance. When compared with a global data set of international genomes, the Kolkata XDR isolates were found to cluster closely with isolates reported from England. By linking local surveillance with global genomic context, our findings provide critical insights for treatment guidelines, antimicrobial stewardship, and the design of international containment strategies aimed at curbing the rise of cephalosporin- and azithromycin-resistant Shigella.

India↗

PubMed2026

Genetic diversity of clinical Mycobacterium bovis BCG isolates from an immunocompromised patient with BCG infection.

BACKGROUND: The Bacillus Calmette-Guérin (BCG) vaccine is widely administered to prevent severe tuberculosis but can cause serious adverse events, including disseminated BCGosis, in immunocompromised individuals. However, studies investigating the in vivo genetic adaptation and microevolution of this live-attenuated vaccine during prolonged infection remain limited. METHODS: Two clinical Mycobacterium bovis BCG isolates (BCG01 and BCG02) and a lot-matched vaccine strain (VAC) underwent whole-genome sequencing. Phenotypic drug susceptibility testing was performed on the clinical isolates. Genomic relatedness was assessed using SNP-distance clustering and maximum-likelihood phylogeny against global reference strains. Comparative variant analysis was performed to identify mutations specific to BCG01 and BCG02 relative to VAC, and genotypic drug resistance was assessed using TB-Profiler. RESULTS: Phylogenomic analyses and SNP distance confirmed that both clinical isolates were derived from the BCG Tokyo 172 vaccine strain. BCG02 exhibited twice the mutational burden of BCG01, acquiring mutations in genes associated with cell wall biosynthesis (mas, ppsA), regulatory adaptation (pknK, dnaA), and surface antigens (pecA, PE/PPE). Crucially, whereas BCG01 remained susceptible to first-line drugs, BCG02 acquired a canonical rpoB Ser450Leu mutation (100% frequency) and a heteroresistant inhA Ile194Thr mutation (13% frequency), resulting in multidrug-resistant (MDR) BCGosis. CONCLUSION: Although structurally stable, the BCG Tokyo 172 vaccine strain can undergo rapid, clinically significant microevolution and clonal selection within immunocompromised hosts. The in vivo acquisition of multidrug resistance underscores the critical need for pre-vaccination immune screening and comprehensive laboratory monitoring of BCG-associated adverse events.

BCGosis↗

PubMed2026

FTIR typing of the emerging NDM-14-producing Klebsiella pneumoniae ST147 clone.

UNLABELLED: The emergence and rapid dissemination of NDM-14-producing Klebsiella pneumoniae ST147 represents a major challenge for infection control, requiring timely and reliable outbreak detection tools. In this study, we evaluated Fourier-transform infrared (FTIR) spectroscopy as a rapid typing method for outbreak investigation and compared its performance with whole-genome sequencing (WGS). A collection of 64 carbapenemase-producing K. pneumoniae isolates, including 30 NDM-14-producing ST147 isolates associated with a regional outbreak in the Canary Islands, was analyzed using FTIR spectroscopy and WGS. FTIR-based clustering was optimized using the polysaccharide spectral region and a customized distance cutoff. Genomic relatedness was assessed using multilocus sequence typing, core-genome single-nucleotide polymorphism (SNP) analysis at multiple thresholds, and clustering agreement indices. FTIR identified a dominant spectral cluster comprising 31 isolates, capturing all outbreak-related isolates with 100% sensitivity and 97% specificity. FTIR clustering showed concordance with genomic outbreak definitions at stringent SNP thresholds (10-18 SNPs), with accuracy exceeding 98%. Pairwise distance analysis revealed low FTIR dissimilarity among closely related isolates, whereas increased dispersion occurred at intermediate genomic distances (15-30 SNPs). Agreement indices showed improved concordance as genomic stringency increased, with the Modified Adjusted Rand Index values reaching 94.75 at the 10-SNP threshold. Importantly, FTIR identified an NDM-14-producing isolate from a distinct clonal background. Overall, FTIR spectroscopy provides a rapid and reliable first-line screening tool for identifying homogeneous outbreak clusters. However, due to lineage-dependent behavior and limited resolution at intermediate genomic distances, WGS remains essential for confirmatory analysis and precise delineation of transmission events. IMPORTANCE: The rapid spread of multidrug-resistant Klebsiella pneumoniae poses a major challenge for infection control, particularly during hospital outbreaks where timely identification of transmission is essential. In this study, we evaluate Fourier-transform infrared (FTIR) spectroscopy as a rapid typing approach and compare its performance with whole-genome sequencing in the context of an outbreak caused by NDM-14-producing K. pneumoniae ST147. Our results show that FTIR can reliably identify highly related isolates within a clonal outbreak, supporting early outbreak recognition. However, its performance is influenced by the underlying genomic structure of the population and may require dataset-specific optimization. These findings highlight the potential of FTIR as a first-line screening tool while emphasizing the need for cautious interpretation and integration with genomic methods for accurate outbreak delineation.

Klebsiella pneumoniae↗

PubMed2026

Large-scale genomic analysis places Chinese CC398 as a persistent human-associated MSSA lineage apart from the dominant global LA-MRSA clade.

Staphylococcus aureus clonal complex (CC)398 has emerged as a dominant livestock-associated methicillin-resistant S. aureus (LA-MRSA) lineage worldwide; however, its evolutionary trajectory and regional diversification remain incompletely understood. We developed a core-genome multilocus sequence typing (cgMLST) scheme with hierarchical clustering and applied it to over 30,000 S. aureus genomes, revealing frequent cross-border transmission of CC398. Subsequent time-calibrated phylogenetic analysis placed the most recent common ancestor at 1942 (95% CI: 1939-1945), with the human-to-livestock host jump around 1969 (95% CI: 1968-1972). Chinese CC398 exhibits a distinct trajectory: unlike the LA-MRSA lineages dominating Europe and North America, Chinese isolates are predominantly human-associated methicillin-susceptible S. aureus (HA-MSSA), forming unique East Asia-specific phylogroups (SAP1, SAP2, and AP1-AP3), with distinct resistance and virulence profiles. The LA lineage remains limited in China, with multinational mixed clusters emerging only after 2019. Analysis of global transmission networks revealed a significant correlation between LA-CC398 spread and international trade in fresh swine products, while no such correlation was observed for the human-associated lineage. Beyond the established lineage markers tet(M) and scn, our analysis identified additional differentially distributed genes, including cadC-a chromosomal cadmium resistance regulator-as a novel HA-lineage-enriched gene whose functional role in host adaptation remains to be determined. This study reveals that CC398 followed fundamentally different evolutionary paths in China versus Western countries, challenging a one-size-fits-all model of its dissemination.IMPORTANCEThis study illustrates how large-scale microbial genomics can resolve the evolutionary origins and regional diversification of bacterial pathogens. By applying a novel cgMLST scheme to over 30,000 S. aureus genomes, we show that CC398 followed fundamentally different evolutionary paths in China versus Western countries-challenging the prevailing model of uniform global dissemination-and that livestock-associated MRSA expansion is closely linked to international trade in fresh pork products. These findings highlight the need for integrated surveillance across human, animal, and trade interfaces to anticipate the emergence and spread of zoonotic pathogens.

Staphylococcus aureus↗