Rapid identification of pathogenic bacteria from clinical positive blood cultures <i>via</i> virus-like magnetic bead enrichment and MALDI-TOF MS profiling

Reducing the time required for the detection of bacteria in blood samples is a critical area of investigation in the field of clinical diagnosis. Positive blood culture samples often require a plate culture stage due to the interference of blood cells and proteins, which can result in significant delays before the isolation of single colonies suitable for matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) analysis. In this study, we developed a non-specific enrichment strategy based on SiO<sub>2</sub>-encapsulated Fe<sub>3</sub>O<sub>4</sub> nanoparticles combined with MALDI-TOF MS for direct identification of bacteria from aqueous environments or positive blood culture samples. Three distinct types of Fe<sub>3</sub>O<sub>4</sub>@SiO<sub>2</sub> magnetic nanoparticles (MNPs) with unique surface morphologies were developed: spherical MNPs with smooth surfaces (Fe<sub>3</sub>O<sub>4</sub>@SN), mesoporous silica coated MNPs (Fe<sub>3</sub>O<sub>4</sub>@MSN), and MNPs exhibiting a viral spiked structure (Fe<sub>3</sub>O<sub>4</sub>@VSN). These MNPs exhibited excellent binding affinity towards both <i>Staphylococcus aureus</i> and <i>Klebsiella pneumoniae</i> in PBS and artificial saliva solutions. Furthermore, the strategy of using Fe<sub>3</sub>O<sub>4</sub>@VSN, which involves non-specific interactions between bacterial cells and the virus-like surface, resulted in a dramatic reduction in the minimum detectable concentrations of target pathogens by up to 1000-fold compared to conventional methods. Our results demonstrate that the use of Fe<sub>3</sub>O<sub>4</sub>@VSN has the potential to significantly reduce the processing time required after blood culture and may be useful for enrichment and identification of microorganisms in complex clinical samples.

Authors

Institutions

Publication Details

Journal
The Analyst
Published
2025-01-01
DOI
https://doi.org/10.1039/d4an01424c
Citations
5
Primary Topic
Bacterial Identification and Susceptibility Testing
Type
article
Field-Weighted Citation Impact
6.59

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Rapid identification of pathogenic bacteria from clinical positive blood cultures via virus-like magnetic bead enrichment and MALDI-TOF MS profiling

Wenzhuo Zhao, Hongxiu Yu, Zhihong Liu, Xiaomin Li et al.
5 citations
The Analyst
Bacterial Identification and Susceptibility Testing
6.59
article

Rapid identification of pathogenic bacteria from clinical positive blood cultures via virus-like magnetic bead enrichment and MALDI-TOF MS profiling

Wenzhuo Zhao, Hongxiu Yu, Zhihong Liu, Xiaomin Li, Cuiping Zhang, Zhaojun Zhang, Minghui Song, Enming Xing
article en
5 citations

Abstract

Reducing the time required for the detection of bacteria in blood samples is a critical area of investigation in the field of clinical diagnosis. Positive blood culture samples often require a plate culture stage due to the interference of blood cells and proteins, which can result in significant delays before the isolation of single colonies suitable for matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) analysis. In this study, we developed a non-specific enrichment strategy based on SiO<sub>2</sub>-encapsulated Fe<sub>3</sub>O<sub>4</sub> nanoparticles combined with MALDI-TOF MS for direct identification of bacteria from aqueous environments or positive blood culture samples. Three distinct types of Fe<sub>3</sub>O<sub>4</sub>@SiO<sub>2</sub> magnetic nanoparticles (MNPs) with unique surface morphologies were developed: spherical MNPs with smooth surfaces (Fe<sub>3</sub>O<sub>4</sub>@SN), mesoporous silica coated MNPs (Fe<sub>3</sub>O<sub>4</sub>@MSN), and MNPs exhibiting a viral spiked structure (Fe<sub>3</sub>O<sub>4</sub>@VSN). These MNPs exhibited excellent binding affinity towards both <i>Staphylococcus aureus</i> and <i>Klebsiella pneumoniae</i> in PBS and artificial saliva solutions. Furthermore, the strategy of using Fe<sub>3</sub>O<sub>4</sub>@VSN, which involves non-specific interactions between bacterial cells and the virus-like surface, resulted in a dramatic reduction in the minimum detectable concentrations of target pathogens by up to 1000-fold compared to conventional methods. Our results demonstrate that the use of Fe<sub>3</sub>O<sub>4</sub>@VSN has the potential to significantly reduce the processing time required after blood culture and may be useful for enrichment and identification of microorganisms in complex clinical samples.

The AnalystVol. 150(5)
Fudan University (CN), Shanghai Stomatological Hospital (CN), ZheJiang Institute For Food and Drug Control (CN), Huashan Hospital (CN)
National Key Research and Development Program of China
Openalex Percentile: Top 4%
Bacterial Identification and Susceptibility Testing
6.59
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.