ArticlePractical laboratory medicine2025
Fragmentation patterns of pathogen-derived cell-free DNA as a promising non-invasive biomarker for bloodstream infection diagnosis.
Article in Practical laboratory medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
2 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Alveolar Echinococcosis in the Early 2020s: A Systematic Review.Pathogens (Basel, Switzerland) · 2026Pooled it
- Mucorales PCR for the rapid diagnosis of mucormycosis: 6 years of testing in a national reference laboratory and tertiary hospital.Journal of clinical microbiology · 2026Article
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Bloodstream infections (BSIs) caused by bacteria, viruses, and parasites pose a global health challenge, with high mortality rates. Traditional blood cultures are considered the gold standard but are limited by long turnaround times, low sensitivity, and reliance on culturable pathogens. Cell-free DNA (cfDNA) has emerged as a promising non-invasive biomarker for rapid pathogen detection. Materials and methods: In this study, we analyzed plasma cfDNA from 102 BSI patients (42 bacterial, 34 viral, and 23 parasitic infections) using next-generation sequencing to examine the differences in cfDNA fragmentation patterns across pathogen types. Results: Pathogen-derived cfDNA fragments were shorter than human-derived cfDNA (median: 166 bp), with bacterial cfDNA averaging 126 bp and viral cfDNA 140 bp. Bacterial cfDNA fragments were typically shorter than viral ones, revealing distinctive patterns that could differentiate bacterial from viral infections. Fragment lengths varied among bacterial and viral species, suggesting the potential for pathogen-specific detection. EBV-derived cfDNA, at 163 bp, resembled human cfDNA possibly due to its nucleosome-bound form, while parasite-derived cfDNA had a broader distribution (median: 165 bp), indicating limitations in using cfDNA length for detecting parasitic infections. Conclusions: Our findings demonstrate that pathogen-derived cfDNA exhibits distinct fragmentation patterns, providing a potential non-invasive tool to complement traditional diagnostic methods, particularly for hard-to-culture pathogens. However, further studies with larger sample sizes are needed to refine pathogen-specific fragment length ranges and validate its clinical applicability.
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