bioRxiv Science⌕ Search
Home/Archive/bioRxiv

bioRxiv · 10.64898/2026.07.20.739511

From culture to clarity in four hours: accelerating clinical management of bloodstream infections using metagenomics

Ali, J.·Bellankimath, A. B.·Opgard, S. T.·Manivannan, E. V.·Simonsen, G. S.·Ahmad, R.
View original source ↗Export metadata ↓

Abstract

BackgroundMetagenomic next-generation sequencing (mNGS) has the potential to transform clinical diagnostics for bloodstream infections (BSIs). However, its clinical utility is currently limited by several challenges, including the extraction of DNA from blood cultures. Our aim was to develop, evaluate, and optimize an in-house method for host depletion and bacterial DNA extraction from positive blood cultures to enable rapid mNGS-based pathogen detection and antimicrobial resistance profiling, informing clinical management of BSIs. Methods151 clinical blood cultures (115 positive and 36 negative) were processed for DNA extraction using an in-house-developed SEPSINN method for host depletion and bacterial DNA extraction. mNGS on the MinION was performed, and the results for pathogen identification and antimicrobial susceptibility predictions were compared with the routine clinical workflow. SEPSINN was also evaluated against a commercial DNA extraction method to assess its effectiveness in depleting host DNA and recovering bacterial DNA. ResultsThe SEPSINN method achieved up to 1000-fold depletion of host DNA and outperformed the commercial DNA extraction method. At the sample level, mNGS achieved 100% accuracy, specificity, and sensitivity, identifying at least one pathogen in all 115 positive blood cultures. At the pathogen level, mNGS showed 98% accuracy (120/123), specificity, and sensitivity. For antimicrobial susceptibility predictions, mNGS achieved an accuracy of 95% (1382/1451), a sensitivity of 88% (203/230), and a specificity of 97% (1179/1221). Moreover, the method also identified fungi, indicating a wider taxonomic range. mNGS resulted in an approximately 4-hour turnaround time for pathogen identification and resistance profiling. ConclusionsThe method can provide information on BSI clinical management within approximately 24 hours of receiving the sample, including the time required for culture positivity. This represents an important advancement in the clinical management of BSIs, with the potential to save lives and promote antibiotic stewardship.

Explore related subjects

microbiologyPreprint

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Ali, J., Bellankimath, A. B., Opgard, S. T., Manivannan, E. V., Simonsen, G. S., Ahmad, R.. 2026-07-20. From culture to clarity in four hours: accelerating clinical management of bloodstream infections using metagenomics. https://doi.org/10.64898/2026.07.20.739511

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

KEEP EXPLORING

Related preprints

bioRxiv2026

A population-scale landscape of the subgingival microbiome reveals divergent routes to periodontal dysbiosis

Periodontitis is an archetypical mucosal inflammatory disease in which microbiome dysbiosis at the tooth-epithelial interface interacts with host genetic and behavioral risk factors to drive immune-mediated tissue destruction. Although subgingival microbiome compositional shifts are thought to parallel disease severity, microbiome variation at the population-level and its relationship to periodontal clinical phenotypes and disease-modifying factors remain poorly defined. Here, we use unsupervised manifold learning to map the compositional landscape of the subgingival microbiome in 1,355 adults spanning periodontal health to severe periodontitis. We identified eight latent microbiome states organized along a branching continuum from eubiosis to dysbiosis. An intermediate microbial configuration marked ecological destabilization and bifurcation into two distinct periodontitis-associated dysbiotic trajectories, distinguished by links to gingival inflammation and smoking. Although the microbiome trajectories broadly tracked periodontal destruction, a minority of individuals showed discordant microbiome-clinical phenotypes, with some individuals with periodontitis retaining otherwise eubiotic microbiomes enriched for low-abundance pathobionts, while some cases of health or mild disease had highly dysbiotic communities, suggesting distinct host susceptibility. Together, these findings define a population-scale ecological landscape of the subgingival microbiome, reveal divergent trajectories to periodontal dysbiosis, and highlight heterogeneity in the relationship between microbial community structure and clinical disease expression.

microbiology↗
bioRxiv2026

The iron-binding siderophore enterobactin is required for the response of multi-drug resistant Klebsiella pneumoniae to zinc limitation

To persist during infection Klebsiella pneumoniae must overcome nutrient iron and zinc limitation imposed by the host immune system through a process called nutritional immunity. Secreted small molecule siderophores are a major virulence determinant of Klebsiella pneumoniae pathogenesis and are presumed to overcome nutritional immunity by binding iron for bacterial acquisition. In this work, we set out to identify how a multi-drug resistant K. pneumoniae grows in zinc limited environments. Using unbiased transcriptomics, proteomics, and an arrayed transposon screen, we identified that synthesis and uptake of the siderophore enterobactin is required to allow for growth in low zinc conditions. Iron-specific chelators did not replicate this phenotype and addition of supplemental iron through heme in growth media could not complement severe growth defects of enterobactin mutant K. pneumoniae experiencing zinc limitation. Finally, zinc starvation induced enterobactin production independent of the canonical zinc uptake regulator (Zur) transcription factor suggesting an unidentified regulatory mechanism by which Gram-negative pathogens may respond to zinc stress. Together, these studies expand the role of enterobactin beyond iron regulation and highlight a previously unreported link between iron and zinc homeostasis in Klebsiella pneumoniae.

microbiology↗
bioRxiv2026

A microbiota-derived protease links phage susceptibility to host epithelial responses

Bacteriophages are major ecological drivers of gut microbial ecology, yet whether bacterial mechanisms that determine phage susceptibility have consequences for the mammalian host remains poorly understood. Here, we identify dipeptidyl peptidase 11 (Dpp11a), the predominant active serine protease of the prevalent gut commensal Phocaeicola vulgatus, as an unexpected bacterial defence factor. Dpp11a protects against environmental proteases and confers resistance to bacteriophage infection. Metatranscriptomic analyses further reveal increased expression of both dpp11a and P. vulgatus-associated phage transcripts in ulcerative colitis stool samples, indicating that both components of this interaction are transcriptionally active in disease-associated human microbiomes. Using the microfluidic gut-on-a-chip co-culture model HuMiX, we show that the absence of Dpp11 is accompanied by altered epithelial tight-junction remodelling during phage-bacterial infection. Together, our findings reveal that the consequences of bacterial phage defence can extend beyond phage-bacterium interactions to the mammalian epithelium.

microbiology↗