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A Brief Review of Literature on  Matrix effects  in LC and  GC Coupled Mass-Spectrometric Analysis Benesh Joseph Kobayashi Lab Presentation as a part of Project Based Learning under the supervision of Prof. Ei’ichiro Fukusaki.  3 rd  July 2007
Presentation Overview 1. Matrix Effects in LC-ESI-MS 2. Methods to determine the matrix effects in LC-ESI-MS 3. Sources of Matrix effects in LC-ESI-MS 5. Alternative Calibration methods to compensate Matrix effects 4. How to minimize Matrix effects? 6. Matrix effect in Metabolite Profiling Using LC-ESI-QTOF-MS 7. Matrix Effects in GC-MS 8. Conclusions Based on clinical/ Pharmaceutical research
What are Matrix Effects? Matrix effect happens when co-eluting molecules alter the signal of the compound of  Interest resulting in problems like, ,[object Object],[object Object],[object Object],[object Object],Matrix effect is dependent on the particular compound and the matrix composition. 50/50 MeOH/H 2 O + 0.5% NH 4 OH 50/50 MeOH/H2O 50/50 MeOH/H 2 O + 0.5% TFA Terfenadine The mechanism of ‘matrix effect ‘ is  different between LC/MS and GC/MS +41% -75% Rapid Commun. Mass Spectrom. 2004; 18: 49–58
Matrix Effect in LC-ESI-MS Matrix effects are the result of competition between nonvolatile matrix components and analyte ions for access to the droplet surface for transfer to the gas phase. Depending on the environment in which the ionization and ion evaporation processes take place, this competition may effectively decrease ( ion suppression ) or increase ( ion enhancement ) the efficiency of formation of the desired analyte ions.
Methods to Determine the Degree Matrix Effect in LC-ESI-MS 1. Postextraction addition of the Analyte Clinical Biochemistry 38 (2005) 328– 334
Methods to Determine the Degree Matrix Effect in LC-ESI-MS 2. Postcolumn Infusion Different  Extraction/separation Methods Continuous infusion of the analyte of interest Results of postcolumn infusion experiments enable evaluation on the influence of different sample extraction techniques on matrix effects, the appropriate analytical column, where matrix effects occur and are absent during a chromatographic run, the mechanistic aspect of matrix effects, and the influence of mobile additives on response Clinical Biochemistry 49 (2003) 1041– 1044 Mobile Phase Serum liquid-liquid extract Serum protein precipitation extract Minutes
Sources of Matrix Effects 1. Mobile Phase additives 2. Buffer Additives Drugs were  postcolumn infused  into 50/50 methanol/water containing the additive Rapid Commun. Mass Spectrom. 2004; 18: 49–58
Sources of Matrix Effects 3. Endogenous Impurities in the Sample. SIROLIMUS  – An Immunosuppressant drug (50 ”g/L)  was postcolumn infused (10”L/min) and selected reactant monitored  following the mass transition  m/z 931.6  864.6 Mobile Phase Whole blood sample prepared by protein  Precipitation with acetonitrile Whole blood sample prepared by SPE Clinical Biochemistry 38 (2005) 328– 334
How to minimize Matrix Effects? Two approaches to remove or minimize matrix effects are ,[object Object],[object Object],2. Improved Chromatographic Separation: e.g.. Column Switching, Solid Phase Extraction etc.. Matrix effects have  predominantly been reported for clinical and pharmaceutical Applications.  It is well known that retention on the column minimizes matrix  effects.  Good chromatographic separation allows one to reliably monitor relative  changes in the abundance of several hundred compounds simultaneously
Alternative Calibration methods to compensate Matrix effects An effective elimination of the sources of the matrix effects is not likely in practice. The current compensation approaches include use of the following: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Matrix effects in Metabolic Profiling Using LC-ESI-QTOF-MS ,[object Object],[object Object],Absolute matrix effect = [1- (mean peak area in matrix / mean peak area in neat solvent)] For  2 ,  4 ,  5 , and  7  ion suppression was below 30%  6 was subjected to strong suppression in two  Matrixes and massive ion suppression of >80%  was found for 1. 3 was subjected to significant Ion enhancement in two matrixes Standards Anal. Chem. 2007, 79, 1507-1513
Relative Matrix effects are of Higher  Relevance for Metabolomic studies  the variation in matrix effect between samples derived from different experiments Or individuals that would in a scientific study be compared Evaluation of  relative matrix effects  ( Expressed as relative standard deviation of Peak area ) by Postextraction addition. The  test set of seven reference compounds was added to pure solvent and to extracts  derived from either  eight different pools of  Plants  ( A. thaliana ) or  eight individual  Plants  ( A. halleri ) ,[object Object],[object Object],[object Object],[object Object],[object Object],Anal. Chem. 2007, 79, 1507-1513 n=8
Anal. Chem. 2007, 79, 1507-1513 Postcolumn Infusion of Kinetin (2) and Biochanin (7) Solvent A. thaliana  leaf extract A. thaliana  root extract There is no indication for matrix effects to an extent that would be unacceptable for metabolomics studies, which are inherently compromised with regard to quantification t R =15.4 t R =40.9
Interference Experiments by Mixing Leaf and Root Extracts Anal. Chem. 2007, 79, 1507-1513 ,[object Object],[object Object],[object Object],[object Object],Robust Signal Properties 1.S/N>6 2. t R  > 10 mint. 3. Consistently absent in the other matrix 4. Signal strength varied  as per dilution.
Summary of Interference Experiments Relative matrix effects are negligible unless extremely divergent matrixes are compared and do not compromise the relative quantification that is aimed for in nontargeted metabolomics studies. Yet rigorous validation is necessary. Summary Anal. Chem. 2007, 79, 1507-1513
Matrix Effects in GC-MS Analysis While the matrix effect occur in the ESI interface in LC-ESI-MS, it happens in the In the column inlet and column in GC-MS.  Ion Enhancement When a real sample is injected, the matrix components tend to block active sites (mainly free silanol groups) in the GC inlet and column, thus reducing losses of susceptible analytes caused by adsorption or degradation on these active sites. This phenomenon results in higher analyte signals in matrix-containing versus matrix free solutions, thus precluding the convenient use of calibration standards in solvent only, which would lead to overestimations of the calculated concentrations in the analyzed samples. Ion Suppression Gradual accumulation of nonvolatile matrix components in the GC system, results in formation of new active sites and gradual decrease in analyte responses. This effect, sometimes called  matrix-induced diminishment , negatively impacts ruggedness (i.e., long-term repeatability of analyte peak intensities, shapes, and retention times), which is a highly important factor in routine GC analysis Anal. Chem.  2005,  77, 8129-8137
[object Object],[object Object],Matrix Effects in GC-MS Analysis Data adopted from  NATURE BIOTECHNOLOGY  VOL 18 NOVEMBER 2000
Alternative Calibration methods to compensate Matrix effects in GC-MS All the three methods discussed for LC-ESI-MS can be used in case of  GC-MS too. Calibration using labeled internal standards has the highest  accuracy and precision. Extremely high ‘individual biological variation’ seen in plants limits the use of  Either Standard Addition Method or Matrix Matched Standard Method  for quantitation. Data adopted from  NATURE BIOTECHNOLOGY  VOL 18 NOVEMBER 2000 GC-MS Analysis
Analyte Protectants to Overcome Matrix Effect in Pesticide Residues Analysis compounds that would strongly interact with the active sites in the column, thus providing strong enhancement of analyte responses.  When added such Compounds practically eliminate any difference between calibrations obtained in matrix versus matrix-free solutions. - + Anal. Chem.2005, 77, 8129-8137
Conclusions It is mandatory to address the question of matrix effects for every metabolite  profiling, especially for targeted – quantitative metabolic profiling study which involves a new extraction scheme or samples of new biological origin. Absolute quantification clearly requires labeled internal standards Even with a labeled internal standard it is recommended to evaluate the  matrix effects as large suppression can significantly reduce the signal of the analyte or Internal Standard to a point where accuracy and precision become negatively affected.

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Matrix Effects In Metabolic Profiling Using Gc Lc Coupled Mass Spectrometers

  • 1. A Brief Review of Literature on Matrix effects in LC and GC Coupled Mass-Spectrometric Analysis Benesh Joseph Kobayashi Lab Presentation as a part of Project Based Learning under the supervision of Prof. Ei’ichiro Fukusaki. 3 rd July 2007
  • 2. Presentation Overview 1. Matrix Effects in LC-ESI-MS 2. Methods to determine the matrix effects in LC-ESI-MS 3. Sources of Matrix effects in LC-ESI-MS 5. Alternative Calibration methods to compensate Matrix effects 4. How to minimize Matrix effects? 6. Matrix effect in Metabolite Profiling Using LC-ESI-QTOF-MS 7. Matrix Effects in GC-MS 8. Conclusions Based on clinical/ Pharmaceutical research
  • 3.
  • 4. Matrix Effect in LC-ESI-MS Matrix effects are the result of competition between nonvolatile matrix components and analyte ions for access to the droplet surface for transfer to the gas phase. Depending on the environment in which the ionization and ion evaporation processes take place, this competition may effectively decrease ( ion suppression ) or increase ( ion enhancement ) the efficiency of formation of the desired analyte ions.
  • 5. Methods to Determine the Degree Matrix Effect in LC-ESI-MS 1. Postextraction addition of the Analyte Clinical Biochemistry 38 (2005) 328– 334
  • 6. Methods to Determine the Degree Matrix Effect in LC-ESI-MS 2. Postcolumn Infusion Different Extraction/separation Methods Continuous infusion of the analyte of interest Results of postcolumn infusion experiments enable evaluation on the influence of different sample extraction techniques on matrix effects, the appropriate analytical column, where matrix effects occur and are absent during a chromatographic run, the mechanistic aspect of matrix effects, and the influence of mobile additives on response Clinical Biochemistry 49 (2003) 1041– 1044 Mobile Phase Serum liquid-liquid extract Serum protein precipitation extract Minutes
  • 7. Sources of Matrix Effects 1. Mobile Phase additives 2. Buffer Additives Drugs were postcolumn infused into 50/50 methanol/water containing the additive Rapid Commun. Mass Spectrom. 2004; 18: 49–58
  • 8. Sources of Matrix Effects 3. Endogenous Impurities in the Sample. SIROLIMUS – An Immunosuppressant drug (50 ”g/L) was postcolumn infused (10”L/min) and selected reactant monitored following the mass transition m/z 931.6 864.6 Mobile Phase Whole blood sample prepared by protein Precipitation with acetonitrile Whole blood sample prepared by SPE Clinical Biochemistry 38 (2005) 328– 334
  • 9.
  • 10.
  • 11.
  • 12.
  • 13. Anal. Chem. 2007, 79, 1507-1513 Postcolumn Infusion of Kinetin (2) and Biochanin (7) Solvent A. thaliana leaf extract A. thaliana root extract There is no indication for matrix effects to an extent that would be unacceptable for metabolomics studies, which are inherently compromised with regard to quantification t R =15.4 t R =40.9
  • 14.
  • 15. Summary of Interference Experiments Relative matrix effects are negligible unless extremely divergent matrixes are compared and do not compromise the relative quantification that is aimed for in nontargeted metabolomics studies. Yet rigorous validation is necessary. Summary Anal. Chem. 2007, 79, 1507-1513
  • 16. Matrix Effects in GC-MS Analysis While the matrix effect occur in the ESI interface in LC-ESI-MS, it happens in the In the column inlet and column in GC-MS. Ion Enhancement When a real sample is injected, the matrix components tend to block active sites (mainly free silanol groups) in the GC inlet and column, thus reducing losses of susceptible analytes caused by adsorption or degradation on these active sites. This phenomenon results in higher analyte signals in matrix-containing versus matrix free solutions, thus precluding the convenient use of calibration standards in solvent only, which would lead to overestimations of the calculated concentrations in the analyzed samples. Ion Suppression Gradual accumulation of nonvolatile matrix components in the GC system, results in formation of new active sites and gradual decrease in analyte responses. This effect, sometimes called matrix-induced diminishment , negatively impacts ruggedness (i.e., long-term repeatability of analyte peak intensities, shapes, and retention times), which is a highly important factor in routine GC analysis Anal. Chem. 2005, 77, 8129-8137
  • 17.
  • 18. Alternative Calibration methods to compensate Matrix effects in GC-MS All the three methods discussed for LC-ESI-MS can be used in case of GC-MS too. Calibration using labeled internal standards has the highest accuracy and precision. Extremely high ‘individual biological variation’ seen in plants limits the use of Either Standard Addition Method or Matrix Matched Standard Method for quantitation. Data adopted from NATURE BIOTECHNOLOGY VOL 18 NOVEMBER 2000 GC-MS Analysis
  • 19. Analyte Protectants to Overcome Matrix Effect in Pesticide Residues Analysis compounds that would strongly interact with the active sites in the column, thus providing strong enhancement of analyte responses. When added such Compounds practically eliminate any difference between calibrations obtained in matrix versus matrix-free solutions. - + Anal. Chem.2005, 77, 8129-8137
  • 20. Conclusions It is mandatory to address the question of matrix effects for every metabolite profiling, especially for targeted – quantitative metabolic profiling study which involves a new extraction scheme or samples of new biological origin. Absolute quantification clearly requires labeled internal standards Even with a labeled internal standard it is recommended to evaluate the matrix effects as large suppression can significantly reduce the signal of the analyte or Internal Standard to a point where accuracy and precision become negatively affected.