Automated Platform for Mass-Spectrometry-Based Multiomics Analysis from Small Volumes of Biofluids

Proteins and metabolites directly reflect biological states, yet traditional mass-spectrometry-based sample preparation remains labor-intensive, manual, and necessitates separate workflows for different molecules, hindering large-scale studies and risking microsample depletion. We developed an integrated multiomics workflow─designed for the sequential enrichment of extracellular vesicle proteins (EVPs), secreted proteins (SPs, enriched via protein corona formation), and metabolites from a single biofluid sample─by leveraging an automated liquid-handling and sample-preparation system. Applied to 1 mL of urine, it identified 2,287 EVPs, 1,759 SPs, and 1,122 metabolites, with >82% protein overlap in at least two replicates, a coefficient of variation <6%, and Pearson correlations >0.86. In 100 μL of respiratory syncytial virus-stimulated immune organoid culture media, we observed multiomics patterns that were consistent with three typical immune response stages. The automated system-based multiomics workflow provides a scalable and reliable solution for high-throughput sample preparation, offering broad utility in clinical research, biomarker discovery, and translational studies.

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Publication Details

Journal
Analytical Chemistry
Published
2026-03-27
DOI
https://doi.org/10.1021/acs.analchem.5c06214
Primary Topic
Advanced Proteomics Techniques and Applications
Type
article
Field-Weighted Citation Impact
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article

Automated Platform for Mass-Spectrometry-Based Multiomics Analysis from Small Volumes of Biofluids

Yi Zhou, Jie Ni, Baojun Li, Xiaorong Song et al.
Analytical Chemistry
Advanced Proteomics Techniques and Applications
article

Automated Platform for Mass-Spectrometry-Based Multiomics Analysis from Small Volumes of Biofluids

Yi Zhou, Jie Ni, Baojun Li, Xiaorong Song, Mingyue Li, Yifei Deng, Zhongze Gu, Jie Sun, Zhuoying Xie, Mingyang Li, Zhiqi Liu, Yuhan Cai
article en

Abstract

Proteins and metabolites directly reflect biological states, yet traditional mass-spectrometry-based sample preparation remains labor-intensive, manual, and necessitates separate workflows for different molecules, hindering large-scale studies and risking microsample depletion. We developed an integrated multiomics workflow─designed for the sequential enrichment of extracellular vesicle proteins (EVPs), secreted proteins (SPs, enriched via protein corona formation), and metabolites from a single biofluid sample─by leveraging an automated liquid-handling and sample-preparation system. Applied to 1 mL of urine, it identified 2,287 EVPs, 1,759 SPs, and 1,122 metabolites, with >82% protein overlap in at least two replicates, a coefficient of variation <6%, and Pearson correlations >0.86. In 100 μL of respiratory syncytial virus-stimulated immune organoid culture media, we observed multiomics patterns that were consistent with three typical immune response stages. The automated system-based multiomics workflow provides a scalable and reliable solution for high-throughput sample preparation, offering broad utility in clinical research, biomarker discovery, and translational studies.

Analytical Chemistry
Nantong University (CN), Second People's Hospital of NanTong (CN)
Decent work and economic growth
Openalex Percentile: Top 5%
Advanced Proteomics Techniques and Applications
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