bioRxiv Science⌕ Search

bioRxiv · 10.64898/2026.10.26.761812

Comparative evaluation of sample preparation and enrichment methods for culture and molecular detection of Burkholderia pseudomallei in naturally contaminated soils from Thailand over one year.

Abstract

Background Burkholderia pseudomallei is a soil-dwelling bacterium that causes melioidosis. Accurate environmental detection of B. pseudomallei is critical for surveillance strategies and for tracing the source of human infection. However, the detection of B. pseudomallei in soil samples, which are complex matrices with a high microbial background, remains difficult. This study aimed to compare the culture and the molecular detection of B. pseudomallei with or without pre-enrichment in naturally contaminated soils from Thailand. Methodology/principal findings In 2025, a total of 640 soil samples were collected from 10 sites from different environments and sampling periods in Amnat Charoen Province. The soils were evaluated for the presence of B. pseudomallei either without enrichment or following enrichment in Ashdown or ACER broths, using culture and real-time PCR detection methods. qPCR consistently identified a higher number of B. pseudomallei positive samples than culture regardless of the pre-treatment method and sampling period. ACER enrichment nearly doubled the odds of detection compared with no enrichment (OR = 1.90) or with Ashdown enrichment (OR = 2.09), with a model-estimated mean Ct difference of 13.6 between ACER enrichment and no enrichment. Overall, qPCR yielded higher detection rates than culture for B. pseudomallei in soil samples, particularly following enrichment. Conclusions/significance This study highlights the importance of pre-enrichment protocols with detection techniques to successfully identify B. pseudomallei in environmental samples. For both culture and molecular detection methods, B. pseudomallei was better detected when the soil samples were enriched in ACER broth compared to Ashdown broth and without enrichment. These findings highlight the need for combining optimal selective enrichment strategies with detection techniques for environmental surveillance. Although ACER enrichment improved the recovery of viable strains, culture recovered B. pseudomallei from only a fraction of qPCR-positive samples, highlighting the need for more selective media to facilitate isolation of B. pseudomallei.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Cagape, C. M. S., Dokhelar, T., Saiprom, N., Prasertsincharoen, N., Gasque, M., Laroucau, K., Chantratita, N., Guernier-Cambert, V.. 2026-10-28. Comparative evaluation of sample preparation and enrichment methods for culture and molecular detection of Burkholderia pseudomallei in naturally contaminated soils from Thailand over one year.. https://doi.org/10.64898/2026.10.26.761812

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

KEEP EXPLORING

Related preprints

Tissue-specific transcriptomic responses to early Toxoplasma gondii infection in sheep during congenital toxoplasmosis

Toxoplasma gondii is a widespread zoonotic pathogen of major One Health concern, capable of causing congenital toxoplasmosis in both humans and sheep. Despite its impact, early host-parasite molecular interactions during acute infection in pregnant hosts remain largely unexplored. In this study, we characterized the transcriptomic responses of key tissues involved in early infection (the small intestine, mesenteric lymph nodes, and placenta) in pregnant ewes experimentally infected with T. gondii strain TgShSp1. RNA-seq analysis revealed pronounced, tissue-specific transcriptional changes at 6 days post-infection (dpi), particularly in the mesenteric lymph nodes, characterized by activation of interferon- and cytokine-mediated immune pathways. In contrast, transcriptional responses at 3 dpi were limited, consistent with a silent phase of parasite dissemination. Despite the absence of detectable parasite DNA, placentomes showed modest interferon-associated responses and upregulation of DNA repair and cellular stress pathways. These changes coincided with marked suppression of cell-cycle progression and extracellular matrix remodeling alongside inhibition of angiogenesis and hypoxia pathways. Altogether, early disruption of placental vascular function and tissue remodeling may contribute to fetal loss. In summary, these findings provide new insights into early host responses to T. gondii infection in a pregnant host and identify molecular mechanisms that may predispose to early fetal death during ovine congenital toxoplasmosis.

microbiology↗

Chikungunya virus live-cell reporter systems reveal cell-type-dependent antiviral responses to ribavirin

Chikungunya virus (CHIKV) remains a significant global public health threat, yet antiviral discovery is limited by experimental systems that provide little mechanistic resolution and rely heavily on transformed cell lines of uncertain physiological relevance. Here, we developed complementary live-cell CHIKV reporter systems comprising a dual-fluorescent subgenomic replicon and fluorescent infectious viruses that enable real-time monitoring of distinct stages of the viral replication cycle. By coupling an nsP3-tagged reporter to genomic RNA translation and replication with a subgenomic reporter of structural gene expression, we achieved temporal resolution of early and late replication events in living cells. Functional validation using replication-defective and subgenomic RNA-deficient mutants confirmed that the system distinguishes between viral RNA replication and downstream structural gene expression. Application of these reporters revealed distinct antiviral responses across transformed and physiologically relevant human cell models. Ribavirin and the nsP2 inhibitor RA-0002034 potently inhibited CHIKV replication in transformed cell lines. Unexpectedly, ribavirin activity was markedly diminished in primary human skeletal muscle myoblasts and dermal fibroblasts, despite robust antiviral effects in commonly used screening cell lines. Mechanistic studies showed that ribavirin-mediated inhibition was rescued by guanosine but not inosine supplementation and was recapitulated by mycophenolic acid, consistent with guanine nucleotide depletion as the predominant antiviral mechanism under the conditions tested. Notably, inhibition through this pathway was substantially less effective in primary human cells. Together, these findings establish versatile live-cell CHIKV reporter systems for mechanistic studies of viral replication and reveal striking cell-type-dependent differences in response to guanine nucleotide depletion. Our results demonstrate that host-cell context can profoundly influence both CHIKV replication and antiviral susceptibility, highlighting the importance of physiologically relevant models for understanding virus-host interactions and antiviral mechanism.

microbiology↗

A droplet-to-data workflow for antimicrobial screening of complex matrices

Screening plant extracts and other complex natural matrices for antibacterial activity is complicated by optical interference and population averaging in conventional bulk assays. Droplet-based assays mitigate interference while enabling high-throughput assessment of bacterial subpopulations. However, analyzing the resulting image data involves difficult image processing, classification, and interpretation. Here, we present a democratized workflow for antimicrobial screening in complex matrices that combines a polydisperse droplet-based assay with EasyFlow 2.0 (EF2), our updated droplet image analysis platform. EF2 offers stable containerized deployment, expanded polydisperse droplet support, automated thresholding and MIC estimation, LLM-assisted data exploration, and import of other software outputs such as CellProfiler (CP) measurements and CellProfiler Analyst (CPA) classification models. As proof of concept, we applied this workflow to assess the antibacterial and aggregation-modulating effects of chemically distinct extracts of Taraxacum officinale, Rhodiola rosea, and Lonicera caerulea against Escherichia coli. Extracts were chemically characterized by HPLC-MS and evaluated using both standard 96-well plate microdilution and droplet-based assays. In total, 27,059 droplets were segmented in CP, classified into four growth phenotypes using a CPA random forest model, and analyzed in EF2. The droplet-based assay reached minimal inhibitory concentration (MIC) at lower extract concentrations than 96-well plate microdilution and revealed extract-specific aggregation effects: L. caerulea reduced E. coli aggregation, whereas T. officinale did not. R. rosea reduced growth in the 96-well plate microdilution assay, but high concentrations caused droplet gelation that prevented droplet-based analysis, showing that sample components must be checked for compatibility with droplet formation. These results illustrate that the EF2-centered workflow supports rapid, automated MIC estimation through unsupervised thresholding when labels are unavailable, and four-class aggregation phenotyping when a CPA model is supplied. This workflow offers flexible, scalable screening, potentially extendable beyond plant extracts to other complex sample matrices.

microbiology↗