An Integrated Digital Microfluidic Platform with Titanium Dioxide Nanoparticles-Assisted Laser Desorption Ionization Mass Spectrometry for Microbial Analysis

Digital microfluidics (DMF) offers flexible manipulation of discrete droplets, enabling efficient sample processing and integration with various analytical techniques such as mass spectrometry (MS). While recent efforts have been dedicated to coupling DMF with electrospray ionization MS, the integration of DMF with laser desorption ionization (LDI) MS remains unresolved, yet it is crucial for microbial fingerprinting and metabolic analysis. In this study, we introduce an integrated DMF-LDI-MS system for rapid and automated microbial metabolic analysis. By modifying the DMF chip's top substrate with a hydrophilic spot for sample collection and incorporating an adaptor LDI plate, samples processed on the DMF chip can be directly analyzed using LDI-MS. The addition of titanium dioxide nanoparticles during sample processing on the DMF chip effectively eliminates the matrix interferences, increasing detection efficiency. This system achieves a detection limit of 2.86 × 10<sup>-7</sup> mol/L for verapamil, with a dynamic range of 3 orders of magnitude, comparable to conventional matrix-assisted LDI-MS. We then applied the system to analyze clinically isolated <i>Escherichia coli</i>, facilitating the extraction of metabolites on the DMF chip and comparison of metabolic expressions between clinically isolated Gram-positive and Gram-negative bacteria. Metabolites such as uracil, indoline, and arginine were identified from both bacteria, with alanyl-alanine exhibiting higher levels in <i>E. coli</i> compared to <i>Staphylococcus aureus</i>, indicating its potential as a biomarker for differentiating these clinically important bacterial species. Overall, this integrated DMF-LDI-MS system provides a useful solution for automated microbial analysis and metabolic profiling with minimum sample consumption.

Authors

Institutions

Publication Details

Journal
Analytical Chemistry
Published
2025-09-16
DOI
https://doi.org/10.1021/acs.analchem.5c03518
Citations
3
Primary Topic
Microfluidic and Capillary Electrophoresis Applications
Type
article
Field-Weighted Citation Impact
2.02
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

An Integrated Digital Microfluidic Platform with Titanium Dioxide Nanoparticles-Assisted Laser Desorption Ionization Mass Spectrometry for Microbial Analysis

Kangfu Chen, Shuailong Zhang, Weibo Gao, Huikai Xie et al.
3 citations
Analytical Chemistry
Microfluidic and Capillary Electrophoresis Applications
2.02
article

An Integrated Digital Microfluidic Platform with Titanium Dioxide Nanoparticles-Assisted Laser Desorption Ionization Mass Spectrometry for Microbial Analysis

Kangfu Chen, Shuailong Zhang, Weibo Gao, Huikai Xie, Liyuan Guo, Rongxin Fu, Wei Liang Xu, Jiangjiang Zhang, B. Li, Hang Li, Chao Yang, Jingxian Yang, Menglei Zhao
article en
3 citations

Abstract

Digital microfluidics (DMF) offers flexible manipulation of discrete droplets, enabling efficient sample processing and integration with various analytical techniques such as mass spectrometry (MS). While recent efforts have been dedicated to coupling DMF with electrospray ionization MS, the integration of DMF with laser desorption ionization (LDI) MS remains unresolved, yet it is crucial for microbial fingerprinting and metabolic analysis. In this study, we introduce an integrated DMF-LDI-MS system for rapid and automated microbial metabolic analysis. By modifying the DMF chip's top substrate with a hydrophilic spot for sample collection and incorporating an adaptor LDI plate, samples processed on the DMF chip can be directly analyzed using LDI-MS. The addition of titanium dioxide nanoparticles during sample processing on the DMF chip effectively eliminates the matrix interferences, increasing detection efficiency. This system achieves a detection limit of 2.86 × 10<sup>-7</sup> mol/L for verapamil, with a dynamic range of 3 orders of magnitude, comparable to conventional matrix-assisted LDI-MS. We then applied the system to analyze clinically isolated <i>Escherichia coli</i>, facilitating the extraction of metabolites on the DMF chip and comparison of metabolic expressions between clinically isolated Gram-positive and Gram-negative bacteria. Metabolites such as uracil, indoline, and arginine were identified from both bacteria, with alanyl-alanine exhibiting higher levels in <i>E. coli</i> compared to <i>Staphylococcus aureus</i>, indicating its potential as a biomarker for differentiating these clinically important bacterial species. Overall, this integrated DMF-LDI-MS system provides a useful solution for automated microbial analysis and metabolic profiling with minimum sample consumption.

Analytical ChemistryVol. 97(38)
Beijing Institute of Technology (CN), Integrated Optoelectronics (Norway) (NO), Aerospace Center Hospital (CN), Institute of Microelectronics (CN), Zhengzhou Institute of Machinery (CN), Beijing Advanced Sciences and Innovation Center (CN)
Openalex Percentile: Top 12%
Microfluidic and Capillary Electrophoresis Applications
2.02
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.