Cedars-Sinai Van Eyk Lab - Modular Workflow

Standardized workflow for precise mid- and high-throughput proteomics of blood biofluids
Data License: CC BY 4.0 | ProteomeXchange: PXD024884
  • Organism: Homo sapiens
  • Instrument: Orbitrap Exploris 480
  • SpikeIn: No
  • Keywords: automation, clinical proteomics, plasma, blood, data independent acquisition
  • Lab head: Jennifer Van Eyk Submitter: Aleksandra Binek
Abstract
Background: Accurate discovery assay workflows are critical for identifying authentic circulating protein biomarkers in diverse blood matrices. Maximizing the commonalities in the proteomic workflows between different biofluids simplifies the approach and increases the likelihood for reproducibility. We developed a workflow that allows flexibility for high and mid-throughput analysis for three blood-based proteomes: naïve plasma, plasma depleted of the 14 most abundant proteins, and dried blood. Methods: Optimal conditions for sample preparation and DIA-MS analysis were established in plasma then automated and adapted for depleted plasma and whole blood. The MS workflow was modified to facilitate sensitive high-throughput or deep profile analysis with mid-throughput analysis. Analytical performance was evaluated from 5 complete workflows repeated over 3 days as well as a linearity analysis of an 8-point dilution curve. Result: Using our high-throughput workflow, 74%, 93%, 87% of peptides displayed an inter-day CV<30% in plasma, depleted plasma and whole blood. While the mid-throughput workflow had 67%, 90%, 78% of peptides in plasma, depleted plasma and whole blood meeting the CV<30% standard. Naive plasma samples had the highest rates of identifications where a lower limit of detection or quantitation could be determined. Combining the analysis of both high-throughput plasma fractions exceed the number of reliably identified proteins for individual biofluids in the mid-throughput workflows. Conclusion: The workflow established here allowed for reliable detection of proteins covering a broad dynamic range. We envisage that implementation of this standard workflow on a large scale will facilitate the translation of candidate markers into clinical use.
Created on 3/20/21, 1:23 PM

Standardized Workflow for Proteomic Analysis of blood biofluids.

(A) Overview of steps in the standardized sample preparation protocol. This protocol was assessed using naive plasma (green), depleted plasma (blue) and dried blood spots (red). Each sample type was evaluated in a high-throughput (21-min gradient, 25 mins/sample) and mid-throughput (60-min gradient, 72 mins/sample) DIA-MS analysis.