Highly Reproducible Automated Proteomics Sample Preparation on Biomek i-Series
Bhagya Wijayawardena1, Qin Fu2, Casey Johnson2, Jennifer Van Eyk2 and Michael Kowalski1,
1Beckman Coulter Life Science, Indianapolis, IN
2Advanced Clinical Biosystems Institute, Heart Institute, Cedars Sinai Medical Center, Los Angeles, CA
Summary
- We implemented a proteomic sample preparation workflow previously automated on Biomek NXP on the Biomek i7 hybrid workstation.
- Inclusion of on-deck devices, the large deck of Biomek i7 hybrid, and the enhanced selective tip pipetting of the Multichannel 96 head enabled higher throughput and flexibility.
Protein digestion and analysis by mass spectrometry is an essential process in numerous proteomic approaches such as biomarker discovery. However, the sample preparation can be tedious and error prone. Automation can relieve the burden of sample preparation while also reducing the variability between users and across experiments. We have previously described the automation of a proteomic sample preparation using a Biomek NXP Span-8 Workstation1,2. Here we demonstrate how this workflow has been streamlined and transferred to the Biomek i7 Workstation (Figures 1 and 2).

Figure 1. Biomek i7 Hybrid Workstation

Figure 2. Proteomic sample preparation steps are outlined (left) and the deck layout of the i7 hybrid workstation
As described previously in Fu et al (2017), we used plasma samples as the starting material of the workflow. The sample preparation workflow included, denaturation, reduction, cysteine blocking,
Trypsin digestion and quenching (Figure 2). The length of the original Biomek NXP Span-8 workflow was reduced from 9 transfers to 6 transfers through the combination of reagents (Figure 3). When
preparing the reagents the Guided Labware Setup of the Biomek Method Launcher calculates the reagent volumes based on the sample number and displays the reagent preparation instructions in a user friendly graphical interface (Figure 4). Transfers were carried out using the enhanced selective tip pipetting of the Multichannel 96 head. This provides flexibility to increase sample throughput without increasing the time it takes to do the transfers. In addition, the pipetting techniques for the reagents are optimized for the multichannel head, which was used throughout the workflow.

Figure 3. Improvement of the Biomek i7 hybird proteomics workflow (A) compared to Biomek NXp workflow (B)

Figure 4. Guided Labware Setup illustrating reagent locations and volumes for 24 samples
Previously, on-deck denaturation and trypsin digest incubations were performed on a shaking Peltier device, and evaporation was controlled through the use of a Slit plate seal (BioChromato, USA) 1, 2. However, for optimal heating, the Peltier requires an adapter specific to a given plate type, and the cross-hatched seals or the plate itself may be pulled up when the plate is accessed by all 96-channels in the absence of a clamping mechanism. In the current workflow, we switched to an enclosed ondeck Incubator Shaker DWP (Inheco, Germany), eliminating the need for plate seals and enhancing the flexibility of the system to work with different plates.
Using this improved automated method, we used targeted LC-MS/MS to access the proteomic sample preparation reproducibility and robustness. First, we carried out the workflow using the column 1 and column 3 of the deep well plate to identify the possible edge effects. (Figure 5) shows the good reproducibility (10-20% CV) obtained within and between columns regardless of the column location. Then, the entire digestion workflow was evaluated each day for three days (Figure 6). In all three days, we observed high reproducibility, the average total %CV (i7 % CV + LCMS % CV) being in the range of 10-20% and i7 % CV between 5-10%.

Figure 5. Reproducibility of Biomek i7 hybird proteomics sample preparation workflow between and within sample-well columns


Figure 6. Multiday precision of Biomek i7 hybrid proteomics sample preparation workflow
In summary, successfully demonstrate the automation of a streamlined protein digest workflow on the Biomek i7 hybrid Workstation. Reproducible quantification of peptides was observed across sample wells, replicates and days indicating the broad applicability of this approach. The high deck capacity of Biomek i7, use of on-deck devices and the selective tip feature of the multichannel head gives the flexibility for both low- and high-throughput applications and increases the efficiency of the digestion.
References
- Fu Q, et. al. Highly Reproducible Automated Proteomics Sample Preparation Workflow for Quantitative Mass Spectrometry. J Proteome Res. 2018 Jan 5;17(1):420-428.
- Hunter C, et al. Automating Protein Digestion for Reproducible Proteomics. 2015.
SCIEX Document # RUO-MKT-02-2364-A
Helpful Links
-
Online Datenarchiv
-
Application Notes
- 17-Marker, 18-Color Human Blood Phenotyping Made Easy with Flow Cytometry
- 21 CFR Part 11 Data Integrity for On-line WFI Instruments
- 8011+ Reporting Standards Feature and Synopsis
- Achieving Compliant Batch Release – Sterile Parenteral Quality Control
- Air Particle Monitoring ISO 21501-4 Impact
- An Analytical Revolution: Introducing the Next Generation Optima AUC
- Analyzing Mussel/Mollusk Propagation using the Multisizer 4e Coulter Counter
- Automated 3D Cell Culture and Screening by Imaging and Flow Cytometry
- Automated Cell Plating and Growth Assays
- Automated Cell Transfection and Reporter Gene Assay
- Automated Cord Blood Cell Viability and Concentration Measurements Using the Vi‑CELL XR
- Automated Genomic Sample Prep-Ampure XP PCR
- Automated Genomic Sample Prep-RNAdvance
- Automated Genomic Sample Prep-Sample Quality Control
- Automated salt-assisted liquid-liquid extraction
- Automated Sample Preparation for the Monitoring of Pharmaceutical and Illicit Drugs by LC-MS/MS
- Automated Transfection Methods
- Automated XTT Assay for Cell Viability Analysis
- Automating a Linear Density Gradient for Purification of a Protein:Ligand Complex
- Automating Biopharma Quality Control to Reduce Costs and Improve Data Integrity
- Automating Bradford Assays
- Automating Cell Line Development
- Automating Cell Line Development
- Automating Cell-Based Processes
- Automating the Cell Line Development Workflow
- The new Avanti J-15 Centrifuge Improves Sample Protection and Maximizes Sample Recovery
- The New Avanti J-15 Centrifuge Time Saving Deceleration Profile Improves Workflow Efficiency
- Avanti JXN Protein Purification Workflow
- Avoid the Pitfalls When Automating Cell Viability Counting for Biopharmaceutical Quality Control
- Beer, Evaluation of Final Product and Filtration Efficiency
- Biomek Automated Genomic Sample Prep Accelerates Research
- Biomek Automated NGS Solutions Accelerate Genomic Research
- Preparation and purification of carbon nanotubes using an ultracentrifuge and automatic dispensing apparatus, and analysis using an analytical centrifuge system
- Cell Counting Performance of Vi–Cell BLU Cell Viability Analyzer
- Cell Line Development – Data Handling
- Cell Line Development – Hit Picking
- Cell Line Development – Limiting Dilution
- Cell Line Development – Selection and Enrichment
- Changes to GMP Force Cleanroom Re-Classifications
- Characterizing Insulin as a Biopharmaceutical Using Analytical Ultracentrifugation
- Clean Cabinet Air Particle Evaluation
- Cleanroom Routine Environmental Monitoring – FDA Guidance on 21 CFR Part 11 Data Integrity
- Comparing Data Quality & Optical Resolution of the Next Generation Optima AUC to the Proven ProteomeLab on a Model Protein System
- Conducting the ISO 14644-3 Cleanroom Recovery Test with the MET ONE 3400
- Considerations of Cell Counting Analysis when using Different Types of Cells
- Consistent Cell Maintenance and Plating through Automation
- Control Standards and Method Recommendations for the LS 13 320 XR
- Counting Efficiency: MET ONE Air Particle Counters and Compliance to ISO-21501
- Critical Particle Size Distribution for Cement using Laser Diffraction
- CytoFLEX
- Detecting Moisture in Hydraulic Fluid, Oil and Fuels
- Determination of Size and Concentration of Particles in Oils
- Efficient kit-free nucleic acid isolation uses a combination of precipitation and centrifugation separation methods
- dsDNA Quantification with the Echo 525 Liquid Handler for Miniaturized Reaction Volumes, Reduced Sample Input, and Cost Savings
- Compensation Setup For High Content DURAClone Reagents
- Echo System-Enhanced SMART-Seq v2 for RNA Sequencing
- Efficient Factorial Optimization of Transfection Conditions
- Enhancing Vaccine Development and Production
- Enumeration And Size Distribution Of Yeast Cells In The Brewing Industry
- European Pharmacopoeia EP 2.2.44 and Total Organic Carbon
- Evaluation of Instrument to Instrument Performance of the Vi-CELL BLU Cell Viability Analyzer
- Exosome-Depleted FBS Using Beckman Coulter Centrifugation: The cost-effective, Consistent choice
- Flexible ELISA automation with the Biomek i5 Workstation
- Full Automation of the SISCAPA® Workflow using a Biomek NXP Laboratory Automation Workstation
- Fully-Automated Cellular Analysis by Flow Cytometry
- Get Control in GMP Environments
- g-Max: Added Capabilities to Beckman Coulter's versatile Ultracentrifuge Line
- Grading of nanocellulose using a centrifuge
- A method of grading nanoparticles using ultracentrifugation in order to determine the accurate particle diameter
- Grading of pigment ink and measurement of particle diameter using ultracentrifugation / dynamic light scattering
- HIAC Industrial – Our overview solution for fluid power testing for all applications
- HIAC PODS+ Online Mode & Filter Cart Mode
- HIAC PODS+ versus Parker ACM-20 Performance comparison
- A complete workflow for high-throughput isolation of DNA and RNA from FFPE samples using Formapure XL Total on the KingFisher™ Sample Purification System: an application for robust and scalable cancer research and biomarker discovery
- A Highly Consistent BCA Assay on Biomek i-Series
- A Highly Consistent Bradford Assay on Biomek i-Series
- A Highly Consistent Lowry Method on Biomek i-Series
- Highly Reproducible Automated Proteomics Sample Preparation on Biomek i-Series
- Cell Line Development – Hit Picking
- How to Use Violet Laser Side Scatter Detect Nanoparticle
- How Violet Side Scatter Enables Nanoparticle Detection
- HRLD Recommended Volume Setting
- Hydraulic Oil Measurement
- ICH Q2 – the Challenge of Measuring Total Organic Carbon in Modern Pharmaceutical Water Systems
- ICH Q2 – The Challenge of Measuring Total Organic Carbon in Modern Pharmaceutical Water Systems
- Importance of TOC measurement in WFI in light of European Pharmacopoeia change
- Temperature dependence of hydrodynamic radius of an intrinsically disordered protein measured in the Optima AUC analytical ultracentrifuge.
- Isolation of cell-free DNA (cfDNA) from plasma using Apostle MiniMax™ High Efficiency cfDNA Isolation kit— comparison of fully automated, semi-automated and manual workflow processing
- Issues with Testing Jet Fuels for Contamination
- Leveraging the Vi-CELL MetaFLEX for Monitoring Cell Metabolic Activity
- Linearity of BSA Using Absorbance & Interference Optics
- Long Life Lasers
- LS 13 320 XR: Sample Preparation - How to measure success
- Partikelgrössenanalyse einfach, aber effektiv und präzise
- Matching Cell Counts between Vi–CELL XR and Vi–CELL BLU
- MET ONE Sensor Verification
- Metal colloid purification and concentration using ultracentrifugation
- Separation and purification of metal nanorods using density gradient centrifugation
- Method for Determining Cell Type Parameter Adjustment to Match Legacy Vi CELL XR
- Minimal Sample to Sample Carry Over with the HIAC 8011+
- Minimizing process variability in the manufacturing of bottled drinking water
- Modern Trends in Non‐Viable Particle Monitoring during Aseptic Processing
- Multi-Wavelength Analytical Ultracentrifugation of Human Serum Albumin complexed with Porphyrin
- Particle diameter measurement of a nanoparticle composite - Using density gradient ultracentrifugation and dynamic light scattering
- What to do now that ACFTD is discontinued
- Optimizing the HIAC 8011+ Particle Counter for Analyzing Viscous Fluids
- Optimizing the Multisizer 4e Coutler Counter for use with Small Apertures
- Optimizing Workflow Efficiency of Cleanroom Routine Environmental Monitoring
- Particle Counting in Mining Applications
- Particle testing in cleanroom high-pressure gas lines to ISO 14644 made easy with the MET ONE 3400 gas calibrations
- Pharma Manufacturing Environmental Monitoring
- Pharma Manufacturing Paperless Monitoring
- Principles of Continuous Flow Centrifugation
- Protein purification workflow
- Background Subtraction
- Calibrating the QbD1200 TOC Analyzer
- Detection Limit
- Inorganic Carbon Removal
- JP SDBS Validation
- Method Overview
- Overload Recovery
- QbD1200 Preparing Reagent Solution
- USP System Suitability
- Quality Control Electronic Records for 21 CFR part 11 Compliance
- Using the Coulter Principle to Quantify Particles in an Electrolytic Solution for Copper Acid Plating
- RCC A standardized automated approach for exosome isolation and characterization
- RCC Avanti J 15 Series Maximizing Sample Protection and Sample Recovery
- RCC Avanti J 15 Series Time Savings and Workflow Efficiency
- Root Cause Investigations for Pharmaceutical Water Systems
- Scalable Plasmid Purification using CosMCPrep
- Specification Comparison of Vi–CELL XR and Vi–CELL BLU
- Specifying Non-Viable Particle Monitoring for Aseptic Processing
- A Standardized, Automated Approach For Exosome Isolation And Characterization Using Beckman Coulter Instrumentation
- Switching from Oil Testing to Water and back using the HIAC 8011+ and HIAC PODS+
- Advanced analysis of human T cell subsets on the CytoFLEX flow cytometer using a 13 color tube-based DURAClone dry reagent
- Using k-Factor to Compare Rotor Efficiency
- USP 787 Small Volume Testing
- Validation of On-line Total Organic Carbon Analysers for Release Testing Using ICH Q2
- Vaporized Hydrogen Peroxide Decontamination of Vi–CELL BLU Instrument
- Vi CELL BLU FAST Mode Option
- Vi-CELL BLU Regulatory Compliance - 21 CFR Part 11
- A workflow for medium-throughput isolation of cfDNA from plasma samples using Apostle MiniMax™ on the KingFisher™ Technology
- Broschüren, Flyer und Datenblätter
- Catalogs
- Flyers
-
Posters
- Applications of Ultracentrifugation in Purification and Characterization of Biomolecules
- Automating Genomic DNA Extraction from Whole Blood and Serum with GenFind V3 on the Biomek i7 Hybrid Genomic Workstation
- ABRF 2019: Automated Genomic DNA Extraction from Large Volume Whole Blood
- AACR 2019: Isolation and Separation of DNA and RNA from a Single Tissue or Cell Culture Sample
- AACR 2019: Correlation between Mutations Found in FFPE Tumor Tissue and Paired cfDNA Samples
- AGBT 2019: A Scalable and Automatable Method for the Extraction of cfDNA
- ABRF 2019: Simultaneous DNA and RNA Extraction from Formalin-Fixed Paraffin Embedded (FFPE) Tissue
- AMP 2019: Correlation Between Mutations Found in FFPE Tumor Tissue and Paired cfDNA Samples
- Automated library preparation for the MCI Advantage Cancer Panel at Miami Cancer Institute utilizing the Beckman Coulter Biomek i5 Span-8 NGS Workstation
- Automating Cell Line Development for Biologics
- Cellular Challenges: Taking an Aim at Cancer
- Cell-Line Engineering
- Characterizing the Light-Scatter Sensitivity of the CytoFLEX Flow Cytometer
- ASHG 2019: Comparison between Mutation Profiles of Paired Whole Blood and cfDNA Samples
- ASHG 2019: Correlation Between Mutations Found in FFPE Tumor Tissue and Paired cfDNA Samples
- Mastering Cell Counting
- Preparing a CytoFLEX for Nanoscale Flow Cytometry
- A Prototype CytoFLEX for High-Sensitivity, Multiparametric Nanoparticle Analysis
- Product Instructions
- Protocols
-
Fallstudien
- Adenoviral Vectors Preparation
- Algae Biofuel Production
- Autophagy
- B Cell Research
- Cardiovascular Disease Research
- Cell Marker Analysis
- Choosing a Tabletop Centrifuge
- Collagen Disease Treatment
- Controlling Immune Response
- Creating Therapeutic Agents
- DNA Extraction from FFPE Tissue
- English Safety Seminar
- Equipment Management
- Exosome Purification Separation
- Future of Fishing Immune Research
- Hematopoietic Tumor Cells
- iPS Cell Research
- Membrane Protein Purification X Ray Crystallography
- Organelles Simple Fractionation
- Particle Interaction
- Retinal Cell Regeneration
- Sedimentary Geology
- Severe Liver Disease Treatment
- Treating Cirrhosis
- University Equipment Management
- Fundamentals of Ultracentrifugal Virus Purification
-
Whitepapers
- Centrifugation is a complete workflow solution for protein purification and protein aggregation quantification
- AUC Insights - Analysis of Protein-Protein-Interactions by Analytical Ultracentrifugation
- AUC Insights - Assessing the quality of adeno-associated virus gene therapy vectors by sedimentation velocity analysis
- AUC Insights - Sample concentration in the Analytical Ultracentrifuge AUC and the relevance of AUC data for the mass of complexes, aggregation content and association constants
- Hydraulic Particle Counter Sample Preparation
- eBooks
- Interviews
-
Application Notes