Amino Acid Analysis using Andrew+ Automated Preparation
Sep 02 2022
Author: Danielle Cullen, Niamh Stafford, Leanne Davey, Norma Breen, Steven Calciano, Ning Zhang on behalf of Waters Corporation
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The objective of this application note is to demonstrate the equivalency and robustness of manual preparations of AccQ●Tag labelled amino acids to those prepared using the Andrew+ liquid handling robot with amino acid standard kits.
Amino acids are the most basic components that make up proteins, thus making them essential components of cell culture media and food stuffs. Monitoring and optimizing the amino acid components of bioreactor media is essential for ensuring the best growing conditions for the cells. Likewise, it is necessary to confirm that food products meet specified requirements. Therefore, the analysis of amino acids is a critical routine process.
The preparation and analysis of samples is a time-consuming process that can dominate an analyst’s time in the laboratory. Automated laboratory preparation systems provide the flexibility of freeing analysts time for other tasks, resulting in a more efficient way of time management. Waters has created automated sample preparation protocols for the Andrew Alliance Andrew+ platform in conjunction with the AccQ●Tag Ultra Derivatization Automation Kit (Figure 1) and amino acid standard kits. The AccQ●Tag Ultra Derivatization Kit for automation scales up reagent volumes necessary for use with automation systems due to their increased dead volume requirements. The reagent volumes provided allow for the preparation of up to 96 samples in a 3 x 32 sample format.
Figure 1. AccQ●Tag Ultra Derivatization Automation Kit.
A food and feed kit containing 21 amino acids and an amino acid cell culture standard kit containing 26 amino acids (Table 1) is available. Protocols for the Andrew+ liquid handling robot are stored in OneLab, a cloud-based software with an intuitive user-friendly graphical interface. Cell culture and food and feed amino acid standards are used in this application note to demonstrate the results obtained from both manual and automated sample preparations.
The workflow consisted of manual or automated sample preparation followed by LC analysis and data processing in Empower Software.
Analytical Method Conditions
Table 2. AccQ●Tag profiling method for cell culture/food and feed.
A set of three sample preparation protocols (32, 64, and 96 samples) were created for the Andrew+ liquid handling robot based on the AccQ●Tag derivatisation automation kit. In addition, calibration line and reagent preparation protocols are available in OneLab, a protocol design and execution software for connected devices. The calibration line protocol provides the ability to perform dilution of standards with a reference range of 500 μM to 0.5 μM (cystine 250 μM to 0.25 μM). The resulting diluted standards can then be used with the sample preparation protocols as a 7-point calibration line.
The reagent preparation protocol can be used in conjunction with Pipette+ connected electronic pipettes to prepare reagents and standards for the sample preparation and derivatisation protocol. There is also the flexibility to include the Norvaline Internal Standard when preparing samples.
The manual preparation of amino acid samples with the AccQ●Tag Derivatization Kit was performed using Waters Total Recovery Vials. In order to make this automation compatible, the total recovery glass vials were replaced with a 96-well Lo Bind PCR plate. This labware was also appropriate for use with the Shaker+, Peltier+ and gripper devices during preparation. Testing was conducted to support the labware change and no impact to product performance was detected.
Manual and Andrew+ sample preparations were performed for the food and feed and cell culture standard preparations. The AccQ●Tag Ultra Derivatization automation kits were used along with a minimum of two different column lots and AccQ●Tag Ultra mobile phase eluents. Three solvent panels (0.1 M HCl) were created at levels spanning the concentration range (10 μM, 200 μM, and 400 μM) for both food and feed and cell culture. These panels contained the relevant amino acids to assess preparation performance.
Results and Discussion
The automated preparation method using the Andrew+ platform was assessed and compared to the manual preparation method for robustness and equivalency. Performance characteristics were monitored across three concentration levels (10 μM, 200 μM, and 400 μM) to determine the accuracy and precision (retention time, analyte peak area, and concentration) as well as the linearity of these results. A total of 18 samples were assessed using the AccQ●Tag Ultra 32-sample protocol with six preparations at each level. Panels were prepared in singlicate and injected in duplicate. The first injection was used in the calculation of the results. The duplicate injection is only analysed as a backup in case of instrument issues. Norvaline internal standard was used in all experiments. The use of a Norvaline internal standard best compensates for the variability generated in sample hydrolysis and amino acid analysis.
Figure 3. Separation of 10 pmols of the cell culture standard spiked with 23.5 pmols of Nva on column.
Figure 4. Separation of 10 pmols of the food and feed standard spiked with 23.5 pmols of Nva on column.
To demonstrate the repeatability of the automated sample preparation in comparison to the manual preparation, the %CV for each concentration level was determined. The maximum mean %CV across all amino acids and all concentration levels for cell culture Andrew+ and manual preparation was 2.0% and 2.3%, respectively. The maximum mean %CV across all amino acids and all concentration levels for food and feed Andrew+ was 1.7% and for manual it was 2.8%. The data in Tables 3 and 4 indicate comparable precision between Andrew+ and manual preparation.
Table 3. Cell culture %CV Andrew+ and manual preparation across 10 μM, 200 μM, and 400 μM solvent panels.
*A second injection was used due to integration error.
Table 4. Food and feed %CV for Andrew+ and manual preparation across 10 μM, 200 μM,
and 400 μM solvent panels.
Accuracy was assessed at concentrations of 10 μM, 200 μM, and 400 μM using six preparations at each concentration level. The average concentration of the six preparations is used to calculate the difference from the target value in order to find the %Recovery. The %Recovery for each amino acid for both cell culture and food and feed was within 10% of the target concentration (Tables 5 and 6). This recovery data demonstrates the suitability of Andrew+ as a great time-saving alternative to manually derivatising amino acids.
Table 5. Cell culture amino acid standard %Recovery from target values.
Table 6. Food and feed amino acid standard %Recovery from target values.
Linearity was assessed using a cell culture standard prepared at seven concentration levels for each amino acid across a range of 0.5 μM–500 μM (Cystine 0.25 μM–250 μM). All analytical runs were assessed for linearity and all met the criteria of r2 > 0.995 with no point deviation from the expected concentration by >15% for calibrators 2–7 (2.5 μM–500 μM) and >20% for calibrator 1 (0.5 μM). The data was consistent between manual and automated preparation methods and no trends were observed.
Table 7. R2 values for line generated using the Waters Amino Acid Cell Culture Standard. All lines passed acceptance criteria of having an R2 value greater than 0.995.
Table 8. R2 values for line generated using the Waters Amino Acid Food and Feed Standard. All lines passed acceptance criteria of having an R2 value greater than 0.995.
The performance characteristics of precision, accuracy, and linearity were used to determine the equivalence of the Andrew+ preparations to manual preparations. The results indicate excellent comparability between the two sample preparation methods for the UPLC Amino Acid Analysis Solution, however there are convenient benefits to automation that must also be considered when performing a comparative analysis:
• The Andrew+ robot provides efficiency without compromising accuracy and precision with calibration line preparation and sample preparation performed in under an hour.
• The automation protocol developed requires no manual intervention during the run, taking advantage of features like the Bluetooth configured pipettes which switch between volumes and the gripper device to transfer labware, thus allowing the analyst time to perform other laboratory tasks.
• The OneLab cloud-based software allows the user to monitor the run from any internet connected computer or tablet they have available.
• The use of automation removes analyst-to-analyst variation allowing laboratories and companies to standardise analysis methods and facilitate method transfer between multiple sites.
Danielle Cullen, Niamh Stafford, Leanne Davey, Norma Breen (Waters Technologies
Ireland Ltd); Steven Calciano, Ning Zhang (Waters Corporation, Milford, MA).
ACQUITY UPLC H-Class PLUS Bio System
ACQUITY UPLC Tunable UV Detector
Automated Liquid Handling for LC & LC-MS Sample Preparation Workflows <
Empower Chromatography Data System
720007042, September 2020
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