Bridging Simplicity and Depth in Single-Cell Proteomics: A Cost-Effective Workflow and an Expanded Framework for Data Evaluation
Abstract
Single-cell proteomics (SCP) offers direct insight into functional protein states that drive cellular heterogeneity, complementing genomic and transcriptomic analyses. Although recent reports have demonstrated improved proteome coverage, their reliance on specialized instrumentation limits the broader adoption. Additionally, current evaluation practices remain largely centered on protein and peptide identification counts, which alone do not fully reflect data quality or biological interpretability. Here, we describe an accessible, label-free SCP workflow that implements easily accessible laboratory equipment: a single-cell dispenser, conventional multiwell plates, and an incubator with water-bath-based humidity control. Using trapped ion mobility spectrometry─time-of-flight mass spectrometry (timsTOF), we systematically optimized key sample preparation variables, including trypsin concentration, incubation time, reduction/alkylation, digestion conditions, and plate types, which together maximize data quality and reproducibility. We further introduce a data quality framework that moves beyond identification counts, emphasizing quantitative consistency and biological interpretability via individual protein coverage completeness across cells, coefficients of variation across technical replicates, peptide-to-protein ratios, and single-cell-to-bulk correlations. Collectively, our approach lowers technical barriers to accessing SCPs while enabling more rigorous, interpretable, and scalable SCP analysis across diverse research contexts.
Fields of Study & Subjects
Advanced Proteomics Techniques and Applications
Mass Spectrometry Techniques and Applications
Single-cell and spatial transcriptomics
Publication details
- Journal / source
- Journal of Proteome Research
- Publisher
- American Chemical Society (ACS)
- Volume
- 25
- Issue
- 6
- Pages
- 2986–2996
- Publication date
- 19 May 2026
- Language
- EN