2010
A quantitative assessment of large scale data processing for LC/UV and MS based compound QC
Pittcon 2010, Orlando, FL, USA, 23rd - 27th Januray 2010, Mark Bayliss, Joseph Simpkins
In our experience, we have found a significant number of situations that force us to have to QC a much greater percentage of our LC/MS UV, ELSD compound QC results than we feel should be really necessary. This oftentimes means a 100% QC. Some of the reasons are summarized as: Target(s) Found (Green) but the purity or concentration of the sample being too low to be of practical usage. Targets found but eluting in a region of significant level impurities and therefore more challenging for auto-purification. Targets eluting within the solvent front or end of the chromatographic run typically with poor integration. Targets being poorly classified as found, maybe or not found due to challenges in the signal processing, baselining, peak integration, MS peak classification, poor assignment of adducts and so on. The major issue of course, was that we were not really sure to what level these issues were prevalent or were causing us to over QC results. To better understand these effects we have undertaken a relatively large scale review of our results to determine where most of the problem situation occurs and to remedy as many as possible. We were also looking to increase the trust we have our processing and to be able to trap those situations where an analyst needs to make an informed decision and communicate this effectively. This presentation summarizes some of our finding and how we have attempted to solve these issues.
DownloadElimination of the LC/MS Data Analysis Workflow Bottlenecks in substance QC
Laboratory Automation (ALA 2010), Palm Springs, CA, USA, 1st - 4th March 2010, Mark Bayliss, Joseph Simpkins
Previously, within our research and services as a Clinical Research Organization we were constantly challenged with how to accurately and reliably determine the presence or absence of target substances within minimal analyst intervention. Most of these types of studies were in support of our customers performing corporate library management, support for synthetic chemists and process chemistry. While the principle and acquisition of the typical array of LC/MS, UV, ELSD and/or CLND data is relatively simple, our experience shows that reliable analysis across vendors, instruments, analytical methods and sample types creates a more intractable challenge. In the process of analyzing running millions of samples, we found a number of areas that were cause for deeper evaluation as follows: Baseline accuracy – affecting directly the integration accuracy which in turn affects area under the curve calculations (AUC) used for both purity and concentration calculations. Spectral analysis and characterization issues which often led to incorrectly assigned adducts and ionized molecules. Issues with accurate analysis and differentiation of real peaks and noise. Quantitation calculation flexibility to deal with single and multiple zone mobile phase correction and calibration. Ability to quickly find those samples which had deeper hidden issues that would actually affect the final results. For example just because a well in a microtitre plate was colored green, often did not signify that the sample was free of issues. This could be for multiple reasons including: inconclusive peak analysis for potential isomeric compounds eluting as multiple peaks. Low level extracted mass chromatograms with low signal and/or low signal to noise. Challenging elution profiles of the target substance say within a narrow time window of the major impurities where a more select purification methodology was needed. Our research and this presentation details how we approached many of these issues and brought them together into a practical application for our and other analysts. Our expectation of this poster presentation is to gather additional insights through discussion, into the issues that have been faced by other researchers in this area, how they have been solved and what additional areas of challenge remain.
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Archive
Enabling High throughput MRM based Biomarker Validation Studies through a Vendor neutral application
Joseph Simpkins
A modern current trend in biomarker validation is to profile well known systems using specific higher sensitivity assays based on quantitative mass spectrometry MRM experiments. Chemical biomarkers evaluated using these tools range from multiple peptide targets in plasma to panels of small molecules (e.g. biogenic amines) in cerebral spinal fluid. In all cases the potential biomarkers were quantified based on reference standards with a goal to better understand the response of the patient to therapeutic treatments. The software tools developed and applied to this study improved the success and throughput of these targeted assay studies.
DownloadElimination of the LC/MS Data Analysis Worklfow Bottleneck using Analytical Studio
Joseph Simpkins
Modern mass spectrometry labs usually contain instruments from multiple vendors generating data for hundreds to thousands of samples per day. The challenge facing most labs today is not data generation. Rather, it is data interpretation.How do labs keep from being buried under all of the data they can generate? We have implemented a software suite (Analytical Studio) to automate the workflow process of interpreting the qualitative and quantitative LC/MS analysis of small molecules. Specific attention was paid to workflow management, data review, exception handling, multi-vendor support and interfacing with legacy systems.
DownloadAn Interview with Kenneth Lewis Opans and Joseph Simpkins Virscidian
Joseph Simpkins, Kenneth Lewis
An interview with Kenneth and Joseph on running a CRO, the challenges and how Opans differentiates itself from other similar companies. Factors affecting the collection, storage and analysis of QC data...
Joseph Simpkins states:
"We have all of the raw data, all of the processed data, all of the results, all of the meta data, and we can serve it up in almost any conceivable way. But virtually all of our customers are limited to receiving PDF and Excel files. It is sad because our customers lose the ability to dig into the data to answer their questions, and this would not be difficult for them to do if they could simply access the data that we can provide."
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