Evidence map›Paper›PMID 41439021›Full record

ArticlePractical laboratory medicine2025

Fragmentation patterns of pathogen-derived cell-free DNA as a promising non-invasive biomarker for bloodstream infection diagnosis.

Qichuan Fu, Jie Wang, Liya Yue, Tianyu Lu, Wenyu Shi, Cuidan Li, Xiaoyuan Jiang, Peihan Wang, Fei Chen

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Qichuan FuCollege of Biological Sciences, China Agricultural University, Beijing, China.
Jie WangNational Genomics Data Center, China National Center for Bioinformation, Beijing, China.
Liya YueNational Genomics Data Center, China National Center for Bioinformation, Beijing, China.
Tianyu LuFaculty of Environment and Information Studies, Keio University, Fujisawa, Japan.
Wenyu ShiCollege of Biological Sciences, China Agricultural University, Beijing, China.
Cuidan LiNational Genomics Data Center, China National Center for Bioinformation, Beijing, China.
Xiaoyuan JiangNational Genomics Data Center, China National Center for Bioinformation, Beijing, China.
Peihan WangNational Genomics Data Center, China National Center for Bioinformation, Beijing, China.
Fei ChenNational Genomics Data Center, China National Center for Bioinformation, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Bloodstream infection (BSI)Cell-free DNA (cfDNA)Clinical detection of pathogenic microorganismsNext-generation sequencing (NGS)Non-invasive diagnosis

Identifiers

PMID41439021
PMCPMC12721049

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.