Automated High-Throughput Plasma Proteomics

ENRICH-iST Workflow on the Biomek i7 Hybrid Workstation

High-resolution plasma proteomics by LC-MS is inherently challenged by the extreme dynamic range of protein abundances and the need for robust, scalable sample preparation. To address these limitations, we implemented and validated a fully automated ENRICH-iST workflow on the Biomek i7 Hybrid Workstation, enabling standardized, high-throughput plasma processing for large cohort studies.

 

End-to-End Automation of Plasma Sample Preparation

The workflow integrates magnetic bead-based enrichment with on-deck thermal control and positive pressure-driven solid phase extraction (SPE), enabling a seamless and reproducible process from plasma input to MS-ready peptides.

Key automated process steps include:

  • Bead preparation and washing using magnetic separation
  • Protein enrichment via controlled binding conditions
  • On-deck lysis and enzymatic digestion
  • Positive pressure SPE-based peptide purification
  • Optional automated fluorometric peptide quantification

The system is configured with integrated modules, including a shaker, incubator, magnetic plate, and a positive pressure unit, allowing full process execution without manual intervention up to the clean peptide stage.

 

High-Throughput Capability and Workflow Efficiency

The automated setup enables the parallel processing of up to 96 plasma samples within approximately 6 hours, significantly reducing hands-on time while maintaining strict process consistency.

 

Custom-designed labware carriers developed at the Center for Life Science Automation (celisca) ensure reliable handling of ENRICH-iST kit components and seamless integration into the liquid handling workflow. The combination of Span-8 and multichannel pipetting further accelerates liquid transfer steps and enhances throughput.

 

Analytical Performance and Reproducibility

The performance of the automated workflow was benchmarked against manual sample preparation using LC-MS analysis (timsTOF HT, dia-PASEF acquisition).

Key observations include:

  • Increased protein identifications compared to manual workflows
  • Comparable intra-plate variability, demonstrating robust process control
  • Negligible signal in blank samples, indicating absence of cross-contamination
  • Consistent peptide recovery and quantification across the plate

 

The enrichment strategy effectively reduces the dynamic range of plasma proteins, enabling deeper proteome coverage and improved detection of low-abundance biomarkers.

 

Scalable Solution for Proteomics Applications

The automated ENRICH-iST workflow provides a standardized and scalable solution for:

  • Large-scale biomarker discovery studies
  • Clinical proteomics and translational research
  • High-throughput screening of plasma cohorts

 

By minimizing manual intervention and variability, the system ensures reproducibility across batches and operators—critical for data-driven proteomics and regulated environments.

 

Conclusion

 

The integration of ENRICH-iST sample preparation with the Biomek i7 platform establishes a robust, high-throughput workflow for plasma proteomics. The combination of automation, enrichment efficiency, and reproducible performance significantly enhances analytical depth while enabling scalable processing of large sample cohorts.