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.
Authors
- Yi Zhou (ORCID: https://orcid.org/0000-0001-9812-7103)
- Jie Ni
- Baojun Li (ORCID: https://orcid.org/0000-0001-8325-3772)
- Xiaorong Song
- Mingyue Li (ORCID: https://orcid.org/0000-0001-5408-0569)
- Yifei Deng (ORCID: https://orcid.org/0009-0005-1530-1273)
- Zhongze Gu
- Jie Sun
- Zhuoying Xie
- Mingyang Li
- Zhiqi Liu
- Yuhan Cai
Institutions
- Nantong University (CN)
- Second People's Hospital of NanTong (CN)
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
- 0.00