Key Learning Objectives
- Learn how the use of automated software can make SRM development faster and more highly optimized.
- Learn how the use of a compound data store can further simplify method creation.
- Learn how the use of retention time-based SRM acquisition can increase MS/MS sensitivity and make method maintenance easier.
Event Overview:
In recent years, Gas Chromatography-triple quadrupole mass spectrometry has increased in popularity due to its ability to offer lower detection limits in complex matrices, simplified sample prep requirements, and faster analysis times. Of course, new instrument technology presents the need for the acquiring of new skills to harness the advantages offered by its adoption into current workflows.
In this webinar, a strategy for addressing both of these challenges is discussed in the context of new software designed to automate common method development and method maintenance tasks. Also, in addition to making the triple quadrupole easier to use, this strategy can increase sensitivity of the analysis, which will be demonstrated using a complex SRM pesticide method as an example.
For more information: www.thermoscientific.com/tsq8000
Key Learning Objectives:
- Identify the biggest time-consuming activities that occur in the Gas Chromatography-Mass Spectrometry (GC-MS) workflow
- Learn a modern approach to minimize the time an operator spends on the data review, reporting, and complex method development
Overview:
In the routine workflow of daily GC-MS operations, analysts spend the majority of their workday reviewing data and conducting maintenance activities. Today, many laboratories are also exploring the addition of MS/MS capabilities. Add the MS/MS dimension along with more complex method development to this workflow, and the analyst’s workload becomes even more challenging.
How can we mitigate this challenge? In this web seminar, we will demonstrate how the efficiency of data analysis can be improved through dynamic, interactive GC-MS data review and automated MS/MS method development. Additionally, we will illustrate some innovative ways to minimize downtime on the instrument for maintenance activities, whether planned or unplanned, to help alleviate this burden on the analyst. Common challenges and corresponding solutions will be presented throughout.
For more information: http://www.thermoscientific.com/isq
This webinar will provide pesticides residue analysts with valuable information on the development and optimization of chromatographic separations and mass spectrometry methods for the analysis of pesticide residues in food. The expert speakers will share their knowledge in understanding the critical aspects of the method, assisting analysts in optimizing their methods for the most challenging analyses.
This webinar will provide pesticides residue analysts with valuable information on software method development and data processing for the analysis of pesticide residues in food for both LC–MS and GC–MS. Technical experts will review the latest in software advances to help with data interpretation and reporting.
Total workflow solutions that cater every budget, performance or throughput requirement for confirmatory dioxin analysis were discussed in the Thermo Scientific Lunch Seminar at the Dioxin 2014 conference. D. Hope, CEO & Owner Pacific Rim Laboratoris, presented about the economies of POPs analysis from the point of view of a leading laboratory using the very latest dioxin method kits. C. Cojocariu, Thermo Fisher Scientific, discussed recent changes in EU regulations which bring new opportunities for more labs to participate in dioxin analysis and about validating methods using Gas Chromatography triple quadrupole for PCDD/Fs with reference to the new EU Commission Regulation No. 709/2014.
This webinar will provide pesticides residue analysts with valuable information on the development and optimization of gas chromatographic separations and mass spectrometry methods for the analysis of pesticide residues in food. The expert speakers will share their knowledge in understanding the critical points of the method, assisting analysts in modifying existing methods, and understanding instrumental and software technologies with the goal of improving laboratory productivity and reducing the overall cost per sample. The results of experiments for both screening and quantification workflows, using the latest technology, will be presented.
Fast, selective, and sensitive methods can be developed for the analysis of impurities
Offering many business benefits using UPLC and UPC2
Increase in sample throughput
Reduction in toxic solvent usage
Using mass spectral detection over UV detection provides
Improvement in sensitivity and selectivity
Reduced matrix effects
PDA and mass detection provide complementary information for peak assignment and structural confirmation of impurities
Bottom-up workflows have been a staple of mass spectrometry based proteomic approaches. We present in this work a fully automated solution for MALDI-TOF MS based peptide mapping experiments.
Key Learning Objectives:
- Identify the biggest time-consuming activities that occur in the Gas Chromatography-Mass Spectrometry (GC-MS) workflow
- Learn a modern approach to minimize the time an operator spends on the data review, reporting, and complex method development
Overview:
In the routine workflow of daily GC-MS operations, analysts spend the majority of their workday reviewing data and conducting maintenance activities. Today, many laboratories are also exploring the addition of MS/MS capabilities. Add the MS/MS dimension along with more complex method development to this workflow, and the analyst’s workload becomes even more challenging.
How can we mitigate this challenge? In this web seminar, we will demonstrate how the efficiency of data analysis can be improved through dynamic, interactive GC-MS data review and automated MS/MS method development. Additionally, we will illustrate some innovative ways to minimize downtime on the instrument for maintenance activities, whether planned or unplanned, to help alleviate this burden on the analyst. Common challenges and corresponding solutions will be presented throughout.
For more information: http://www.thermoscientific.com/isq
This webinar will provide pesticides residue analysts with valuable information on the development and optimization of chromatographic separations and mass spectrometry methods for the analysis of pesticide residues in food. The expert speakers will share their knowledge in understanding the critical aspects of the method, assisting analysts in optimizing their methods for the most challenging analyses.
This webinar will provide pesticides residue analysts with valuable information on software method development and data processing for the analysis of pesticide residues in food for both LC–MS and GC–MS. Technical experts will review the latest in software advances to help with data interpretation and reporting.
Total workflow solutions that cater every budget, performance or throughput requirement for confirmatory dioxin analysis were discussed in the Thermo Scientific Lunch Seminar at the Dioxin 2014 conference. D. Hope, CEO & Owner Pacific Rim Laboratoris, presented about the economies of POPs analysis from the point of view of a leading laboratory using the very latest dioxin method kits. C. Cojocariu, Thermo Fisher Scientific, discussed recent changes in EU regulations which bring new opportunities for more labs to participate in dioxin analysis and about validating methods using Gas Chromatography triple quadrupole for PCDD/Fs with reference to the new EU Commission Regulation No. 709/2014.
This webinar will provide pesticides residue analysts with valuable information on the development and optimization of gas chromatographic separations and mass spectrometry methods for the analysis of pesticide residues in food. The expert speakers will share their knowledge in understanding the critical points of the method, assisting analysts in modifying existing methods, and understanding instrumental and software technologies with the goal of improving laboratory productivity and reducing the overall cost per sample. The results of experiments for both screening and quantification workflows, using the latest technology, will be presented.
Fast, selective, and sensitive methods can be developed for the analysis of impurities
Offering many business benefits using UPLC and UPC2
Increase in sample throughput
Reduction in toxic solvent usage
Using mass spectral detection over UV detection provides
Improvement in sensitivity and selectivity
Reduced matrix effects
PDA and mass detection provide complementary information for peak assignment and structural confirmation of impurities
Bottom-up workflows have been a staple of mass spectrometry based proteomic approaches. We present in this work a fully automated solution for MALDI-TOF MS based peptide mapping experiments.
Industrial Laboratories around the world are trying to find ways to minimize sample preparation and enhance productivity. The adaptation of modern mass spectrometry instrumentation is desired due to the high sensitivity and selectivity they provide. This presentation will describe how different sample preparation techniques can be simplified and automated for LC/MS/MS analyses.
Simplifying Chromatographic Methods Transfer: Novel Tools for Replicating You...Waters Corporation
Gain a good understanding on the parameters that impact the successful transfer of an LC method from one instrument to another as well as some of the novel tools (i.e., Arc Multi-flow path technology and gradient SmartStart) that have been created to enable the ACQUITY Arc System to replicate established HPLC methods from previous generations of LC equipment.
Transfer of established gradient reversed-phase methods across both HPLC and UHPLC chromatographic instrumentation requires careful consideration of each instrument’s operating parameters and design. The dwell volume, or the system volume between when the solvents are first mixed and the head of the column, can impact the separation. In addition to the dwell volume, the manner in which the solvents are mixed and the formation of the gradient can also vary from one type of LC system to another. Finally, the manner in which the column and solvent are heated can also effect the separation, specifically whether or not the solvent is passively or actively heated prior to the column, or if the air is static or circulated within the column oven.
To understand the effect of these factors may have on methods transfer, both method conditions and instrument specifications must be factored and evaluated when transferring an LC method from one instrument to another.
The presentation describes the automated process of the system and present a number of applications from sample matrices such as food, polymers, and pharmaceuticals to show the utility of the system.
Over the past decade, the number of mAb candidates entering the clinical pipeline has grown significantly. In addition, the number of ADCs that use mAb specificity to carry drug payloads to target sites has increased. As a result, analytical characterization is in high demand.
This webinar discusses new innovations in sample preparation, column technology, UHPLC, and high resolution mass spectroscopy (HRMS) that allow the development of analytical methods with run times of less than 5 minutes for all routine methods.
Life Cycle Management of Chromatographic Methods for BiopharmaceuticalsWaters Corporation
The development and manufacture of biopharmaceuticals is a dynamic and rapidly growing industry. By the nature of their production, biopharmaceuticals are highly complex heterogeneous mixtures that require many analytical techniques for characterization and routine testing. As a result, many manufacturers incorporate life cycle management into their respective workflows to take advantage of newer technologies and methodologies to ensure efficacy and patient safety.
In this presentation, we will address the range of chromatographic categories – HPLC, UHPLC, and UPLC – and define the characteristics associated with each. The discussion will continue with several examples of methods transferred from legacy HPLC instrumentation to modern UHPLC and UPLC instruments. We will compare qualitative and quantitative data across each chromatographic class. Resolution, sensitivity, and overall run time will be used as metrics to assess the success of the method transfer to the respective LC platform, to ensure the transferred methods are in line with current acceptance criteria.
Learn:
- The importance of selecting the correct instrumentation to meet user needs.
- Which parameters influence method transfer from one LC platform to another.
- How workflows can benefit from features such as Multi-flow path technology and Gradient SmartStart when transitioning methods.
Interested in more detail? Watch the related on-demand webinar: http://view6.workcast.net/register?pak=3479247014905635
Glycans in antibody drugs may play roles in the antigenicity, pharmacokinetics and high-order structural stability of drugs, which could adversely affect drug safety and effectiveness. It is therefore necessary to investigate which glycans are present in antibody pharmaceuticals. This presentation introduces an example of the analysis of glycans. For more information, go to ssi.shimadzu.com.
Many people pursue ideas of “efficiency” as an ideal for daily life; the same can be true in the HPLC laboratory. In this work, we demonstrate the efficiency, throughput, and reliability of a dual injection system for finished pharmaceutical products and in-process active pharmaceutical ingredients
Webinar - Pharmacopeial Modernization: How Will Your Chromatography Workflow ...Waters Corporation
In this webinar, Dr. Leonel Santos and Dr. Horacio Pappa from the United States Pharmacopeia (USP) will provide an overview of its pharmacopeial harmonization and modernization efforts. The pair will also review changes described in the pending USP General Chapter <621> on liquid chromatography (LC), which will provide increased flexibility for gradient methods.
Amanda Dlugasch, from Waters Corporation, will follow with an illuminating case study, which leverages USP <621> allowable adjustments to illustrate the benefits of modernizing methods, including migrating HPLC methods to UHPLC or UPLC, without the need to revalidate.
Topics covered in this webinar will include:
- Pharmacopeial monograph modernization prioritization scheme
- Review of USP General Chapter <621> current allowable adjustments to validated chromatographic methods and forthcoming updates
- Case study on the migration of isocratic and gradient pharmacopeial methods to modern chromatography column technology, highlighting improved method performance and throughput
Replay the webinar, hosted by SelectScience:
https://www.selectscience.net/webinars/pharmacopeial-modernization-how-will-your-chromatography-workflow-benefit/?webinarID=1228
Presentation Outline for Expanding Your High Performance Liquid Chromatography and Ultra High Performance Liquid Chromatography Capabilities with Universal Detection-Shedding Light on Non-Chromophore Compounds:
• Introduction to Charged Aerosol Detection
• How Charged Aerosol Technology Works
• Comparison with Evaporative Light Scattering Detectors
(ELSD)
• Examples of Applications
• Inverse Gradient Solution for Uniform Response
The growth of, and the confidence in, hemp products will require applicable testing to ensure product quality and safety. Chromatography technology will play a large role in this as the technique is used for potency testing. This study optimizes a quantitative chromatographic determination of 15 cannabinoids using the Shimadzu Hemp Analyzer.
Cleaning validation is necessary to establish the quality and safety of pharmaceutical drug products. In cleaning validation protocols, direct sampling is performed with swabs, which are sticks with textiles at one end. The sample on the swab after swabbing the surface of equipment is analyzed with a TOC analyzer and HPLC. Recently, HPLC has been more preferable because of the growing need for the individual analysis of products. Before the HPLC analysis, manual processes such as a sample extraction and a sample condensation are required. Such manual processes may affect to the quality of results. Thus, we evaluated the application of a novel on-line supercritical fluid extraction/chromatography system for the cleaning validation.
For more information, go to ssi.shimadzu.com and follow us on Twitter @ShimdzuSSI
The purpose of this course is to develop participant fish identification skills and knowledge of regional freshwater fish species. Participants will learn an overall system for identifying fish. Characteristics of major taxonomic groups within each
family will provide the basis to approach species-level identification. Although emphasis will be placed on the families Cyprinidae, Percidae, Centrarchidae, Catostomidae, and Ictaluridae, specimens from 25 North American freshwater fish
families will be available for study. This course is "hands on" and lab-intensive. Field exercises will provide fresh specimens for identification.
Industrial Laboratories around the world are trying to find ways to minimize sample preparation and enhance productivity. The adaptation of modern mass spectrometry instrumentation is desired due to the high sensitivity and selectivity they provide. This presentation will describe how different sample preparation techniques can be simplified and automated for LC/MS/MS analyses.
Simplifying Chromatographic Methods Transfer: Novel Tools for Replicating You...Waters Corporation
Gain a good understanding on the parameters that impact the successful transfer of an LC method from one instrument to another as well as some of the novel tools (i.e., Arc Multi-flow path technology and gradient SmartStart) that have been created to enable the ACQUITY Arc System to replicate established HPLC methods from previous generations of LC equipment.
Transfer of established gradient reversed-phase methods across both HPLC and UHPLC chromatographic instrumentation requires careful consideration of each instrument’s operating parameters and design. The dwell volume, or the system volume between when the solvents are first mixed and the head of the column, can impact the separation. In addition to the dwell volume, the manner in which the solvents are mixed and the formation of the gradient can also vary from one type of LC system to another. Finally, the manner in which the column and solvent are heated can also effect the separation, specifically whether or not the solvent is passively or actively heated prior to the column, or if the air is static or circulated within the column oven.
To understand the effect of these factors may have on methods transfer, both method conditions and instrument specifications must be factored and evaluated when transferring an LC method from one instrument to another.
The presentation describes the automated process of the system and present a number of applications from sample matrices such as food, polymers, and pharmaceuticals to show the utility of the system.
Over the past decade, the number of mAb candidates entering the clinical pipeline has grown significantly. In addition, the number of ADCs that use mAb specificity to carry drug payloads to target sites has increased. As a result, analytical characterization is in high demand.
This webinar discusses new innovations in sample preparation, column technology, UHPLC, and high resolution mass spectroscopy (HRMS) that allow the development of analytical methods with run times of less than 5 minutes for all routine methods.
Life Cycle Management of Chromatographic Methods for BiopharmaceuticalsWaters Corporation
The development and manufacture of biopharmaceuticals is a dynamic and rapidly growing industry. By the nature of their production, biopharmaceuticals are highly complex heterogeneous mixtures that require many analytical techniques for characterization and routine testing. As a result, many manufacturers incorporate life cycle management into their respective workflows to take advantage of newer technologies and methodologies to ensure efficacy and patient safety.
In this presentation, we will address the range of chromatographic categories – HPLC, UHPLC, and UPLC – and define the characteristics associated with each. The discussion will continue with several examples of methods transferred from legacy HPLC instrumentation to modern UHPLC and UPLC instruments. We will compare qualitative and quantitative data across each chromatographic class. Resolution, sensitivity, and overall run time will be used as metrics to assess the success of the method transfer to the respective LC platform, to ensure the transferred methods are in line with current acceptance criteria.
Learn:
- The importance of selecting the correct instrumentation to meet user needs.
- Which parameters influence method transfer from one LC platform to another.
- How workflows can benefit from features such as Multi-flow path technology and Gradient SmartStart when transitioning methods.
Interested in more detail? Watch the related on-demand webinar: http://view6.workcast.net/register?pak=3479247014905635
Glycans in antibody drugs may play roles in the antigenicity, pharmacokinetics and high-order structural stability of drugs, which could adversely affect drug safety and effectiveness. It is therefore necessary to investigate which glycans are present in antibody pharmaceuticals. This presentation introduces an example of the analysis of glycans. For more information, go to ssi.shimadzu.com.
Many people pursue ideas of “efficiency” as an ideal for daily life; the same can be true in the HPLC laboratory. In this work, we demonstrate the efficiency, throughput, and reliability of a dual injection system for finished pharmaceutical products and in-process active pharmaceutical ingredients
Webinar - Pharmacopeial Modernization: How Will Your Chromatography Workflow ...Waters Corporation
In this webinar, Dr. Leonel Santos and Dr. Horacio Pappa from the United States Pharmacopeia (USP) will provide an overview of its pharmacopeial harmonization and modernization efforts. The pair will also review changes described in the pending USP General Chapter <621> on liquid chromatography (LC), which will provide increased flexibility for gradient methods.
Amanda Dlugasch, from Waters Corporation, will follow with an illuminating case study, which leverages USP <621> allowable adjustments to illustrate the benefits of modernizing methods, including migrating HPLC methods to UHPLC or UPLC, without the need to revalidate.
Topics covered in this webinar will include:
- Pharmacopeial monograph modernization prioritization scheme
- Review of USP General Chapter <621> current allowable adjustments to validated chromatographic methods and forthcoming updates
- Case study on the migration of isocratic and gradient pharmacopeial methods to modern chromatography column technology, highlighting improved method performance and throughput
Replay the webinar, hosted by SelectScience:
https://www.selectscience.net/webinars/pharmacopeial-modernization-how-will-your-chromatography-workflow-benefit/?webinarID=1228
Presentation Outline for Expanding Your High Performance Liquid Chromatography and Ultra High Performance Liquid Chromatography Capabilities with Universal Detection-Shedding Light on Non-Chromophore Compounds:
• Introduction to Charged Aerosol Detection
• How Charged Aerosol Technology Works
• Comparison with Evaporative Light Scattering Detectors
(ELSD)
• Examples of Applications
• Inverse Gradient Solution for Uniform Response
The growth of, and the confidence in, hemp products will require applicable testing to ensure product quality and safety. Chromatography technology will play a large role in this as the technique is used for potency testing. This study optimizes a quantitative chromatographic determination of 15 cannabinoids using the Shimadzu Hemp Analyzer.
Cleaning validation is necessary to establish the quality and safety of pharmaceutical drug products. In cleaning validation protocols, direct sampling is performed with swabs, which are sticks with textiles at one end. The sample on the swab after swabbing the surface of equipment is analyzed with a TOC analyzer and HPLC. Recently, HPLC has been more preferable because of the growing need for the individual analysis of products. Before the HPLC analysis, manual processes such as a sample extraction and a sample condensation are required. Such manual processes may affect to the quality of results. Thus, we evaluated the application of a novel on-line supercritical fluid extraction/chromatography system for the cleaning validation.
For more information, go to ssi.shimadzu.com and follow us on Twitter @ShimdzuSSI
The purpose of this course is to develop participant fish identification skills and knowledge of regional freshwater fish species. Participants will learn an overall system for identifying fish. Characteristics of major taxonomic groups within each
family will provide the basis to approach species-level identification. Although emphasis will be placed on the families Cyprinidae, Percidae, Centrarchidae, Catostomidae, and Ictaluridae, specimens from 25 North American freshwater fish
families will be available for study. This course is "hands on" and lab-intensive. Field exercises will provide fresh specimens for identification.
Waters analytical technologies enable laboratories to generate more information, complete analyses more rapidly and reduce overall costs throughout key steps in the agrochemical development workflow - including Synthetic Chemistry, Purification, Formulation, Trace Detection, Metabolite ID.
This presentation compares wo methods for the detection of low-level pesticide residues in fruit juice. One involves the use of QuEChERS sample preparation and the other a 'dliute and shoot' approach. Sample preparation is utilised to remove the matrix effects associated with mass spectrometry (MS), using a 'dilute and shoot' approach requires the use of highly sensitive MS detection. It can be seen from the results shown that the 'dilute and shoot' approach can be used in many cases.
LC-MS/MS Solutions for Toxicology and Clinical ResearchSCIEX
La spectrométrie de masse en tandem est devenue un outil essentiel pour les applications cliniques et la recherche biomédicale impliquant l’analyse de biomarqueurs. Contrairement aux méthodes classiques de dosage immunologique, l’analyse par chromatographie liquide couplée à la spectrométrie de masse (LC-MS/MS) permet une analyse très sélective et spécifique de composés multiples en un seul passage, conduisant à une plus grande confiance dans les résultats et permettant de nouvelles découvertes. La LC-MS/MS est idéalement adaptée pour identifier les hormones stéroïdes, la vitamine D et ses métabolites, des peptides ou des protéines et d'autres composés dans des matrices complexes tels que le sang, l'urine, la salive et les lysats céllulaires. Aujourd'hui, la LC-MS/MS est également la méthode préférée de l'analyse médico-légale surpassant les techniques d'analyse traditionnelles - à la fois à des fins de dépistage et de confirmation.
Cette présentation vous présentera comment SCIEX pourrait contribuer à améliorer le monde dans lequel nous vivons en permettant aux scientifiques et aux analystes de laboratoire de trouver des réponses aux défis analytiques complexes auxquels ils sont confrontés.
mass spectrometry for pesticides residue analysis- L2sherif Taha
This is the second lecture in series of lectures on mass spectrometry for pesticides residue analysis. This lecture (2) include: Electron ionization and Chemical ionization
Carbon 14 and archeological ages, Christian and Intelligent Design discussion of source, measurement, results, interpretation, and errors in Carbon-14 dating.
MASS SPECTROMETRY IN THE FIELD OF FOOD INDUSTRYErin Davis
This is a powerpoint presentation solely to give a brief idea about the role of Mass Spectrometry (MS) which is one of the powerful analytical technique.This presentation describes the role of Mass Spectrometry in the field of food industry.These slides deals with the basic principle,working,components,detailed analysis etc.
Mike Riddle has put together a brilliant slideshow examining the truths and misnomers of dating methods currently used by scientists eager to propogate their evolutionary agenda. I hope you enjoy Mr. Riddle's slidshow as much as I have.
mass spectrometry for pesticides residue analysis- L3sherif Taha
This is the third lecture in series of lectures on mass spectrometry for pesticides residue analysis. This lecture (3) include: Electrospray ionization and Atmospheric pressure chemical ionization
mass spectrometry for pesticides residue analysis- L1sherif Taha
This is the first lecture in series of lectures on mass spectrometry for pesticides residue analysis. This lecture (1) include Pesticides classification, introduction to mass spectrometry, vacuum system for Agilent GC MS/ MS and AB SCIEX LC MS/ MS
The ionization state of a chemical, reflected in pKa values, affects lipophilicity, solubility, protein binding and the ability of a chemical to cross the plasma membrane. These properties govern the pharmacokinetic parameters such as absorption, distribution, metabolism, excretion and toxicity and thus pKa is a fundamental chemical property and is used in many models of chemical toxicity.
Experimentally determining pKa is not feasible for high-throughput assays. Predicting pKa is challenging and existing models have been developed only using restricted chemical space (e.g., anilines, phenols, benzoic acids, primary amines) and lack of a generalized model impedes ADME modeling.
No free and open source models exist for heterogeneous chemical classes, however, several proprietary programs exist. In this work, pKa open data bundled with DataWarrior (http://www.openmolecules.org/) were used to develop predictive models for pKa. After data cleaning, there were ~3100 and ~3900 monoprotic chemicals with an acidic or basic pKa, respectively. 1D and 2D chemical descriptors (AlogP, Topological polar surface area, etc) in addition to 12 fingerprints (presence or absence of a chemical group) were generated using PaDEL software. Three datasets were used: acidic, basic and acidic and basic combined.
13 datasets were examined, the 1D/2D descriptors and 12 fingerprints. Using the Extreme Gradient Boosting algorithm showed that the MACCS and Substructure Count fingerprints yielded the best results, with models showing an R-Squared of ~0.78 and a RMSE of 1.42.
Recently, Deep Learning models have showed remarkable progress in image recognition and natural language processing. To determine if the Deep Learning algorithms would increase model performance we examined the datasets and found that the Deep Learning models were somewhat superior than Extreme Gradient Boosting with an R-Squared of ~0.80 and an RMSE of ~1.38.
This work does not reflect U.S. EPA policy.
Virtual screening of chemicals for endocrine disrupting activity: Case studie...Kamel Mansouri
Endocrine disrupting chemicals (EDCs) are xenobiotics that mimic the interaction of natural hormones at the receptor level and alter synthesis, transport and metabolism pathways. The prospect of EDCs causing adverse health effects in humans and wildlife has led to the development of scientific and regulatory approaches for evaluating bioactivity. This need is being partially addressed by the use of high-throughput screening (HTS) in vitro approaches and computational modeling. In the framework of the Endocrine Disruptor Screening Program (EDSP), the U.S. EPA led two worldwide consortiums to “virtually” (i.e., in silico) screen chemicals for their potential estrogenic and androgenic activities. The Collaborative Estrogen Receptor (ER) Activity Prediction Project (CERAPP) [1] predicted activities for 32,464 chemicals and the Collaborative Modeling Project for Androgen Receptor (AR) Activity (CoMPARA) generated predictions on the CERAPP list with additional simulated metabolites, totaling 55,450 unique structures. Modelers and computational toxicology scientists from 30 international groups contributed structure-based models and results for activity prediction to one or both projects, with methods ranging from QSARs to docking to predict binding, agonism and antagonism activities. Models were based on a common training set of 1746 chemicals having ToxCast/Tox21 HTS in vitro assay results (18 assays for ER and 11 for AR) integrated into computational networks. The models were then validated using curated literature data from different sources (~7,000 results for ER and ~5,000 results for AR). To overcome the limitations of single approaches, CERAPP and CoMPARA models were each combined into consensus models reaching high predictive accuracy. These consensus models were extended beyond the initially designed datasets by implementing them into the free and open-source application OPERA to avoid running every single model on new chemicals [2]. This implementation was used to screen the entire EPA DSSTox database of ~750,000 chemicals and predicted ER and AR activity is made freely available on the CompTox Chemistry dashboard (https://comptox.epa.gov/dashboard) [3].
Key Learning Objectives:
• Identify emerging triple quadrupole Gas Chromatography-Mass Spectrometry/Mass Spectrometry (GC-MS/MS) technology designed to address increasing regulatory demands and requirements
• Explore potential time savings in sample prep, method development/transition, and data analysis
• Demonstrate how to optimize the GC-MS/MS workflow from sample prep to sample analysis to automated data analysis
Overview:
Regulatory lab requirements continue to drive detection limits lower with an ever increasing list of compounds to analyze. These requirements also demand greater precision at these lower limits. Triple quadrupole GC-MS/MS is a viable option for enhanced analysis and increased productivity with an emphasis on simplicity. We discuss emerging trends and technologies designed to ensure that laboratories are well-equipped to address these increased demands with minimal investment in training and method development. Find out how you can adopt triple quadrupole GC-MS/MS technology in your laboratory using existing methods and source parameters in most instances while requiring less sample prep and enjoying the benefits of automated data analysis for increased simplicity and productivity.
For more information: www.thermoscientific.com/tsq8000
A Sparse-Coding Based Approach for Class-Specific Feature SelectionDavide Nardone
Feature selection (FS) plays a key role in several fields and in particular computational biology, making it possible to treat models with fewer variables, which in turn are easier to explain and might speed the experimental validation up, by providing valuable insight into the importance and their role. Here, we propose a novel procedure for FS conceiving a two-steps approach. Firstly, a sparse coding based learning technique is used to find the best subset of features for each class of the training data. In doing so, it is assumed that a class is represented by using a subset of features, called representatives, such that each sample, in a specific class, can be described as a linear combination of them. Secondly, the discovered feature subsets are fed to a class-specific feature selection scheme, to assess the effectiveness of the selected features in classification task. To this end, an ensemble of classifiers is built by training a classifier, one for each class on its own feature subset, i.e., the one discovered in the previous step and a proper decision rule is adopted to compute the ensemble responses.
To assess the effectiveness of the proposed FS approach, a number of experiments have been performed on benchmark microarray data sets, in order to compare the performance to several FS techniques from literature. In all cases, the proposed FS methodology exhibits convincing results, often overcoming its competitors.
Deploying Automated Workstreams and Computational Approaches for Generation of Toxicity Data Used for Hazard Identification, by Robert T. Dunn, II, Ph.D., DABT
The Role of BPOG Extractables Data in the Effective Adoption of Single-Use Sy...Merck Life Sciences
The successful adoption of single-use technologies in a biopharmaceutical process largely relies on confidently selecting the right components for use in the fluid path of a product, within a specific process. An important step in choosing such components requires generating an extractables profile, which can be done by carefully selecting the solvent streams and extraction conditions to model the product and process steps complemented with the right analytical strategy.
In this webinar, you will learn:
● An approach to adopt the BioPhorum Operations Group (BPOG) extractables protocol as a baseline testing strategy.
● How to apply extractables data to a specific process followed by a systematic, risk-based safety assessment approach used for comparing known safety concern thresholds.
● The important stages in the risk assessment process as demonstrated by case studies from typical drug manufacturing processes where single-use components were used.
CHROMacademy Premier Membership offers chemical analysts the opportunity to learn at their own pace or use our tutor supported training courses. Webcasts, Live-on-the-Web and Live @ Your Place offer live training in group settings
HTS is a high-tech way to hasten the drug discovery process, allowing quick and efficient screening of large compound libraries at a rate of a few thousand compounds per day or per week.
Biopharmaceutical manufacturing processes are complex, challenging and utilize living organisms to produce safe and efficacious biopharmaceuticals. These molecules themselves have high molecular weights and complex structures that will exhibit heterogeneity such that at any given vial contains not one active ingredient but a population of biologically active molecules which must have maximal benefit to the patient with minimal deleterious effects. The necessity for controlling variation in processes, and hence product, is self-evident when we consider how our actions affect the lives of the patients our products are developed for. This presentation focuses on understanding the various origins of process variation and examines strategies for reducing their impact or eliminating them all together.
http://parker.com/dh
Rapid sterility testing system is an automated solution for the rapid detection, response, and resolution of microbial contamination in filterable samples throughout the manufacturing process. Accurate, rapid sterility testing is not only critical for patient safety it also makes great sense for the compounders and other pharmaceutical manufacturers.
CoMPARA: Collaborative Modeling Project for Androgen Receptor ActivityKamel Mansouri
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Automated Software for Improved Results in Triple Quadrupole Gas Chromatography-Mass Spectrometry Pesticide Analysis
1. 1
The world leader in serving science
Using Automated Software for Improved
Results in GC Triple Quadrupole MS
Pesticide Analysis
Jason Cole and Paul Silcock
Thermo Fisher Scientific
2. 2
Triple Quadrupole GC-MS/MS
Fast becoming an essential tool
in high-throughput, routine
laboratories
• Especially true for laboratories
performing pesticides analysis
in food
• Becoming more so in
environmental analysis
• Mainly driven by the selectivity
advantages of MS/MS
13. 13
...Use GC-MS/MS to Consolidate Methods...
Step1–extraction
Total method selectivity
Step2-GC-MS/MSdetection(TriplequadSRM)
Consolidated
multi-residue
method
14. 14
...so GC-MS/MS is Special as it Delivers...
High Selectivity
• Possibility to reduce
selectivity in sample
preparation
• Reduced sample prep steps
create a more generic
sample prep method – more
compounds & matrices
• Consolidated GC-MS
methods due to high
performance – buffer
against requirements
• Compressed
chromatography possible
• Easy peak evaluation –
auto-integrators
15. 15
...and often in Pesticides Analysis Leads to...
High Selectivity
• Possibility to reduce
selectivity in sample
preparation
• Reduced sample prep steps
create a more generic
sample prep method – more
compounds & matrices
• Consolidated GC-MS
methods due to high
performance – buffer
against requirements
• Compressed
chromatography possible
• Easy peak evaluation –
auto-integrators
16. 16
Why are we here today?
Discussion of the practical issues that
arise in the lab due to the extra
capability GC-MS/MS brings and nature
of the technique
• Most people working with this
instrumentation are looking for ways to
easily create, optimize and manage in
routine large multi-residue GC-MS/MS
methods
• Also, improve analytical performance in
pesticides analysis
17. 17
Practical Issues?
The power of the technique
is great, but...
• We are consolidating more
and more compounds into a
single method
• We are having to develop
100s of Selected Reaction
Monitoring (SRM)
transitions
• We are having to maintain
and manage large, high
performance methods – in
routine!
• All this, in a variety of
complex matrices
18. 18
What’s Really Needed...
To really benefit from the
productivity advantages
of these multi-residue
methodologies, we need
to:
• Create complex methods -
independent of where we
begin
• Manage all the complex
information associated with
large complex methods
• Maintain these methods in
routine
• Ensure we are not creating
a new bottleneck!
19. 19
Demonstrate how we can
use automated software
• Integrated into the set-up
and operation of the GC-
MS/MS system
• Remove the pain (and avoid
the bottleneck)
• Method creation
• Method optimization
• Method management
• Method maintenance
• For improved results (and
productivity) in pesticide
analysis
20. 20
Enabling Technology
“To make the productivity
advantages of high performance
GC-MS/MS easy to achieve and
available routinely; especially for
high-throughput laboratories.”
22. 22
Anatomy of a Multi-Residue Pesticide Method
Peaks!
• Lots of them, too
• Multiple ions (SRM transitions)
• Multiple co-elutions
• Not much “clear baseline”
• Diverse chemistries
• Also chemistry similarities
• Large difference in response factors
• Different LOD requirements
• Different interference (matrix)
pressures
• COMPLEXITY!!
23. 23
Complexity in Developing Multi-Residue MRM
Methods
15. Run sequence
16. Examine each data compounds product ion
spectrum in each run for each collision energy.
17. (Re-inject for any missed compounds)
18. Recording of best SRM transitions
19. Create MRM method to optimize collision
energies
20. Create a pilot method(s) – to test selectivity of
transitions in target matrices.
21. Choose final transitions
22. Segment method
23. Calculate appropriate dwell times (depending
of number of overlapping transitions)
24. Test final method in matrix.
25. Check for “chopped” or missed peaks
26. Re-adjust method as necessary
1. List compounds (350 pesticides)
2. Arrange standard solutions into vial (s)
3. Set-up GC method
4. Run a full-scan
5. Examine data files to find compounds
(extracting ions or using libraries)
6. Record retention times
7. Select and record appropriate pre-cursor ions
8. Create product ion scan methods
9. Segment these methods into windows based
on chromatogram
10. Calculate appropriate scan times for good
daughter ion experiments
11. Re-segment based on (10)
12. Set-up these methods for all collision energies
to see progressive fragmentation
13. Decide on number of injections
14. Set-up sequence list
24. 24
Instrument & Data Processing Method Maintenance
• GC-MS/MS systems in routine
pesticide analysis face high
volumes of samples with high
matrix load
• Cumulative deterioration of the GC
column performance
• Backflushing set-up can help to
mitigate
• Inevitably compound retention
times drift and or GC columns need
to be cut or replaced
• Need to locate compounds, update
acquisition windows & update RT in
data processing method
• Very laborious & time consuming-
worse with a large method!
25. 25
Demonstrate how we can
use automated software
• Integrated into the set-up
and operation of the GC-
MS/MS system
• Remove the pain (and avoid
the bottleneck)
• Method creation
• Method optimization
• Method management
• Method maintenance
• For improved results (and
productivity) in pesticide
analysis
27. 27
Complexity in Developing Multi-Residue MRM
Methods
15. Run sequence
16. Examine each data compounds product ion
spectrum in each run for each collision energy.
17. (Re-inject for any missed compounds)
18. Initial selection of best SRM transitions
19. Create a pilot method(s) – to test selectivity of
transitions in target matrices.
20. Choose final transitions
21. Segment method
22. Calculate appropriate dwell times (depending
of number of overlapping transitions)
23. Test final method in matrix.
24. Check for “chopped” or missed peaks
25. Re-adjust method as necessary
1. List compounds (350 pesticides)
2. Arrange standard solutions into vial (s)
3. Set-up GC method
4. Run a full-scan
5. Examine data files to find compounds
(extracting ions or using libraries)
6. Record retention times
7. Select and record appropriate pre-cursor ions
8. Create product ion scan methods
9. Segment these methods into windows based
on chromatogram
10. Calculate appropriate scans times for good
daughter ion experiments
11. Re-segment based on (9)
12. Set-up these methods for all collision energies
to see progressive fragmentation
13. Decide on number of injections
14. Set-up sequence list
32. 32
Thoughts on Fishing and Triple Quadrupoles
"Give a man a fish; feed him for a day. Teach
a man to fish; feed him for a lifetime“
Lao Tzu circa. 5th Century BC
33. 33
Thoughts on Fishing and Triple Quadrupoles
"Give a man a fish; feed him for a day. Teach
a man to fish; feed him for a lifetime“
Lao Tzu circa. 5th Century BC
49. 49
Timed-SRM Advantages
• Removes wasted dwell time
• Allow higher overall dwell times
• Leads to higher sensitivity
Wasted Dwell Time
50. 50
Timed-SRM Advantages
• Peaks centered in acquisition window
• No peak elutes near acquisition break
• Allows for retention time shift (e.g. due to heavy matrix)
51. 51
Thermo Scientific TSQ 8000 GC-MS/MS Timed-SRM
Case Study
• Previous method: Segmented SIM
acquisition on single quad
• Required five injections for full
list of pesticides
• Needed to analyze more
pesticides (350 total), but current
methodology took too long
• Wanted to consolidate to a single
injection
52. 52
• Segmented SRM
• Closest compound to segment
break:
5 seconds
• Average number of simultaneous
transitions:
55
• Timed SRM
• Closest compound to segment
break:
15 seconds
• Average number of simultaneous
transitions:
15 (4X higher dwell times)
TSQ™ 8000 GC-MS/MS Timed-SRM Case Study
53. 53
TSQ 8000 GC-MS/MS Timed-SRM Case Study
Tea Analysis: 4 pg on-column
Terbacil
Alachlor
Tolylfluanid
Pyridaben
56. 56
Instrument & Data Processing Method Maintenance
• GC-MS/MS systems in routine
pesticide analysis face high
volumes of samples with high
matrix load
• Cumulative deterioration of the GC
column performance
• Backflushing set-up can help to
mitigate
• Inevitably compound retention
times drift and or GC columns need
to be cut or replaced
• Need to locate compounds, update
acquisition windows & update RT in
data processing method
• Very laborious & time consuming-
worse with a large method!
57. 57
TraceFinder Software Method Sync
• Links TraceFinder Software Method with instrument
method
• Enables
• Compound based acquisition setup
• Automated update of acquisition windows
58. 58
Method Sync – Automated RT Update
Updating retention times in data review…
59. 59
Method Sync – Automated RT Update
…updates both TraceFinder Software Method and
Timed-SRM Method
60. 60
Summary
We can use integrated and
automated software
• Easily adopt large multi-
residue methods
• Remove the pain (and avoid
bottlenecks)
• Method creation
• Method optimization
• Method management
• Method maintenance
• To create improved results
(and productivity) in routine
pesticide analysis
61. 61
Thank You for Your Attention!
Questions?
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