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Is My Method Fit For Purpose ?
Rebecca Moffat Marine Institute 27th Oct 2016
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Determining if validation data meets acceptance criteria
For Commission Decision 2002/657/EC
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Contents Marine Institute Documents of Reference
Validation under 2002/657/EC Parameters Commonly Evaluated in Validation Confirming Positive Sample Criteria Validation Data For Dyes Analysis by LC-MS/MS Conclusion
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Marine Institute
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Structure Peter Heffernan CEO Marine Environment & Food Safety Ocean
Science Fisheries Science Corporate Services Policy, Innovation and Research Support Irish Maritime Development Office Shellfish Safety Chemistry Fish Health Licensing advice & spatial planning Research Vessel Oceanographic Services & modelling Information Services Marine Exploration - mapping Demersal & Pelagic Fisheries Inshore Fisheries Shellfish Fisheries Migratory stocks – salmon & eel Aquaculture Finance Human Resources Communications Facilities Library Policy and Foresight Research Funding International Office Advanced Technology Shipping Industry Liaison Support Marketing & Development
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Marine Environment and Food Safety
Monitoring Research Advice Sampling Analysis Data management Quality – ISO 17025
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Marine Environment and Food Safety
Seafood Safety – underpin consumer protection and support market Science of marine environmental management Services for management and regulation of aquacluture
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Quality System Marine Institute Accredited to ISO17025 since 2002.
35 Accredited methods – 4 ext to scope in 2017. Methods Accredited in multidisciplinary areas - Chemistry, (residues, metals, organics), biotoxins, fish diseases, microbiology, phytoplankton, molecular. MI also holds ISO9001 Certification in the Fish Health Competent Authority Unit.
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Residues Programme for Aquaculture
MI carries out sampling and analysis in accordance with NRCP 3 categories of Residues Banned – Group A compounds A3 Steroids: Methlytestosterone Authorized – Group B compounds B2(c) Carbamates/Pyrethroids: Cypermethrin Unauthorized – Group B compounds B3(e) Dyes: Malachite Green
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Documents of Reference
Commission Decision 2002/657/EC Eurachem: Fitness for Purpose of Analytical Methods INAB PS15 – Guide to Method validation for Quantitative Analysis in Chemical Testing Laboratories (ISO17025)
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Fit for Purpose: Method Validation
Defining an analytical requirement and Confirming that the method has capabilities consistent with the application Enables chemists to demonstrate that a method is fit for purpose
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Parameters commonly evaluated during method validation
Performance Characteristics: Selectivity Working Range Analytical Sensitivity Trueness Precision Ruggedness LOD/LOQ CCα and CCβ For 2002/657/EC
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Analysis of Dyes by LCMSMS
Confirmatory method Based on EU-RL method for Dyes Dyes analysed include: BG, CV, LCV, LMG, MG and VB Awarded INAB accreditation in 2014
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Validation under 2002/657/EC Residues Directive Commission Decision 2002/657/EC states: Confirmatory methods shall provide information in the chemical structure of the analyte and consequently methods based only on chromatographic analysis without the use of spectrometric detection are not suitable on their own for use as a confirmatory method
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Suitable Confirmatory Methods for Organic Residues or Contaminants
Measuring Technique Substance Annex 1 96/23/EC Limitations LC or GC with mass-spectrometric detection Group A and Group B Only if following either an on-line or an off-line chromatographic separation Only if full scan techniques are used or using at least 3 (Group B) and 4 (Group A) identification points for the techniques that do not record the full mass spectra LC or GC with IR spectrometric detection Specific requirements for absorption in IR spectrometry have to be met LC-full-scan DAD Group B Specific requirements for absorption in UV spectrometry have to be met LC-fluorescence Only for molecules that exhibit native fluorescence and to molecules that exhibit fluorescence after either transformation or derivatisation 2-D TLC - full scam UV/VIS Two-dimensional HPTLC and co-chromatography are mandatory GC-Elektron capture detection Only if two columns of different polarity are used LC-immunogram Only if at least two different chromatographic systems or a second, independent detection method are used LC-UV/VIS (single wave length)
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Common Performance Criteria and Requirements
Internal Standards: Where used in the method, a suitable internal standard shall be added to the test portion at the beginning of the extraction procedure. Depending of availability, either stable isotope-labelled forms of the analyte, or compounds that are structurally related to the analyte shall be used. Deuterated Dyes
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Confirming Positive sample acceptance criteria: MS/MS tolerance
Criteria for confirming: MS/MS tolerance ion ratio: Relative intensities of the detected ions, shall correspond to those of the calibration standard, at comparable concentrations, measured under the same conditions within the following tolerances:
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Dyes Confirmation Sheet Part 1
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Confirming Positive Sample Criteria: RRT
Criteria for confirming: Relative Retention Time: The retention time (or relative retention time) of the analyte in the test portion shall match that of the calibration standard within a specified retention window The ratio of the chromatographic RT of the analyte to the Internal Standard, shall correspond to that of the calibration solution at a tolerance of ±0.5% for GC and ±2.5% for LC
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Dyes Confirmation Sheet Part 2
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Classification of analytical methods by the performance characteristics that have to be determined
Detection limit CCβ Decision limit CCα Trueness/ Recovery Precision Selectivity/ Specificity Applicability/Ruggedness/stability Qualitative methods S + - C Quantitative methods S= screening methods, C= confirmatory methods, += determination in mandatory
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Specificity Specificity: Determined by
Ability of a method to distinguish between the analyte being measured and other substances Determined by Analysing blank representative samples and showing no interfering peaks in mass range window Analysing each standard individually
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Specificity LC-MS/MS offers high degree of selectivity and specificity
Small interfering peaks were observed at RT for some analytes in chromatograms of non-fortified samples Areas so low to be of little consequence Quantification of each analyte not influeneced notably by levels detected in negative controls
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Specificity Blanks - BG
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Specificity Standards - BG
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Working Range Linearity of matrix matched calibration curve
Upper Linear Range Saturation Point and method range
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Matrix matched curve Fortify negative control salmon tissue across range of concentrations and bring through extraction procedure Matrix can have effect on the signal produced (suppression or enhancement) MM calibration curve used to ensure these effects are accounted for in quantification of unknowns
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Calibration Standard Levels
~ Amount (ng analyte/g tissue) ~MRPL level 7 6 0.5 0.25 5 1 4 2 3 3.5 1.75 2.5 7.5 3.75 10
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Example CV extracted calibration curve
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Upper Linear Range Matrix matched Calibration Curves
Calibration standards concentrations range: 0µg/kg – 15µg/kg Most suitable range for all analyes: 0µg/kg – 10µg/kg Lowest standard with analyte present 0.5µg/kg 0.25*MRPL
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Saturation point and method range
Saturation point examined in triplicate at 5 and 7.5 * MRPL for all dyes Equivalent to 10µg/kg and 15µg/kg Acceptable recoveries achievable for 4/6 analytes at 15µg/kg Acceptable recoveries achievable for 6/6 analytes at 10µg/kg Method range: 0.5µg/kg – 10µg/kg (15µg/kg) CV, MG, LCV, LMG BG, CV, MG, VB, LCV, LMG
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Recovery/Trueness 2002/657/EC
The inter-laboratory CV for the repeated analysis of a reference or fortified material under reproducibility conditions, shall not exceed the level in table below: Mass Fraction Reproducibility CV (%) 1µg/kg (*) 10µg/kg 100µg/kg 23 1000µg/kg 16 * For mass fraction lower than 100g/kg the Horwitz equation gives unacceptable high vales. Therefore the CV’s for concentrations lower than 100µg/kg shall be as low as possible
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Trueness When no CRMS are available it is acceptable that the trueness measurements are assessed through the recovery of additions of known amounts of analyte to a blank matrix. Data corrected with the mean recovery are only acceptable when they fulfil the following:
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Recovery/Trueness data
BG1 BG2 CV1 CV2 MG1 MG2 Mean 98.55 101.65 102.97 99.60 102.22 Std Dev 13.11 13.73 4.49 6.01 7.63 7.32 %CV 13.30 13.51 4.36 5.91 7.66 7.16 VB1 VB2 LCV1 LCV2 LMG1 LMG2 101.45 106.62 106.89 106.25 104.61 104.15 12.30 14.12 9.80 12.73 5.97 6.84 12.13 13.25 9.17 11.98 5.71 6.57
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Precision Falls under 2 categories Within Batch Repeatability
Within Lab Reproducability
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Within Batch Repeatability
Prepare a set f samples of identical matrices, fortified with the analyte to yield concentrations equivalent to 1, 1.5 and 2 times MRPL Each level analysed with 7 replicates
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Results of Repeatability 1*MRPL
BG1 BG2 CV1 CV2 MG1 MG2 Mean 97.67 99.87 103.02 101.39 102.30 104.12 Standard Dev 11.56 13.54 4.31 6.44 6.94 7.80 %CV 11.84 13.55 4.18 6.35 6.78 7.49 VB1 VB2 LCV1 LCV2 LMG1 LMG2 98.88 104.00 108.69 109.74 105.51 105.54 13.64 16.36 10.27 13.09 6.66 7.48 13.80 15.74 9.45 11.93 6.31 7.09
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Results of Repeatability 1.5* MRPL
BG1 BG2 CV1 CV2 MG1 MG2 Mean 118.26 114.03 103.28 103.40 117.87 119.39 Standard Dev 15.84 14.28 5.33 6.70 12.17 10.65 %CV 13.39 12.52 5.16 6.48 10.33 8.92 VB1 VB2 LCV1 LCV2 LMG1 LMG2 103.42 103.69 102.31 102.01 101.53 102.26 22.08 23.63 9.14 8.84 4.93 5.75 21.35 22.79 8.93 8.67 4.86 5.63
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Results of Repeatability 2*MRPL
BG1 BG2 CV1 CV2 MG1 MG2 Mean 118.31 113.87 103.82 104.15 113.64 116.35 Standard Dev 24.97 22.38 7.25 5.56 12.44 11.63 %CV 21.10 19.66 6.99 5.34 10.94 9.99 VB1 VB2 LCV1 LCV2 LMG1 LMG2 107.34 107.70 108.20 108.70 101.24 101.51 22.18 22.37 8.71 9.66 6.69 7.84 20.66 20.77 8.08 8.88 6.61 7.72
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Within Lab Reproducability
Samples spiked at approx 1, 1.5 and 2*MRPL were analysed on 3 occasions by 2 analysts Analyst A – twice using different batches of reagents and solvents Analyst B
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Within Lab Reproducibility 1*MRPL
BG1 BG2 CV1 CV2 MG1 MG2 Mean 100.65 104.02 102.18 99.19 100.72 100.84 Standard Deviation 10.43 11.87 3.96 4.31 5.67 6.85 %CV 10.37 11.41 3.88 4.35 5.92 6.80 VB1 VB2 LCV1 LCV2 LMG1 LMG2 99.35 104.71 105.89 107.33 102.37 102.59 8.98 9.62 9.64 12.96 3.68 4.54 9.04 9.19 9.11 12.08 3.60 4.43 Within lab reproducibility results at approximately 100%MRPL (2µg/kg)
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Within Lab Reproducibility 1.5*MRPL
BG1 BG2 CV1 CV2 MG1 MG2 Mean 117.42 112.54 102.63 101.01 119.39 118.70 Standard Deviation 18.26 17.53 4.65 4.10 11.34 %CV 15.55 15.57 4.53 4.06 9.50 9.55 VB1 VB2 LCV1 LCV2 LMG1 LMG2 100.10 100.47 99.73 100.32 100.09 20.75 23.01 7.03 7.13 5.11 5.79 20.73 22.90 7.05 7.11 5.76 Within lab reproducibility results at approximately 150%MRPL (3µg/kg)
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Within Lab Reproducibility 2*MRPL
BG1 BG2 CV1 CV2 MG1 MG2 Mean 121.97 119.24 104.99 104.98 122.45 124.27 Standard Deviation 24.45 23.11 7.00 5.87 6.68 7.01 %CV 20.04 19.38 6.67 5.59 5.46 5.64 VB1 VB2 LCV1 LCV2 LMG1 LMG2 113.89 115.28 107.45 108.26 101.75 102.78 25.72 26.07 9.22 10.25 8.01 8.36 22.59 22.61 8.58 6.47 7.87 8.13 Within lab reproducibility results at approximately 200%MRPL (4µg/kg)
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Ruggedness Examined using the Youden approach
Choose a subset of 8 combinations that have a balance between capital and small letters 8 determinations are made which will use a combination of the chosen factors A-G
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Chosen Factors Method Parameter Changed Normal Change
Time sample left after spiking A= 15 mins a= 20 mins Time vortex after addition hydroxylamine B= 30 sec b= 1 mins Time left in dark C= 10 mins c= 15 mins Time shake after MgSO4 D= 30 sec d= 1 min Time on mechanical shaker E= 10 mins e= 15 mins Turbo Vap Temperature F= 50˚C f= 45˚C Time on mechanical shaker at end G= 5mins g= 6 mins
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Experimental Design for Ruggedness Study
Factor Value F Combination of determination number 1 2 3 4 5 6 7 8 A/a A a B/b B b C/c C c D/d D d E/e E e F/f F f G/g G g Observed Result S T U V W X YS Z
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Ruggedness Results BG1 CV1 MG1 VB1 LCV1 LMG1 100% MRPL %Recovery S
82.7 93.9 84.9 97.8 103 110 T 78.5 102 86.4 117 100 98.5 U 91.1 94 87.3 109 91.3 V 90.3 93.8 85.1 115 107 105 W 72.4 93.6 94.5 97.7 101 X 87.2 89.6 94.3 106 96.8 Y 81.3 93.7 92.2 116 91.0 99.9 Z 91.9 85.7 88.0
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Decision Limit (CCα) Decision Limit Substances with no permitted limit
The limit at and above which it can be concluded with error on probability, α, that a sample is non-compliant Substances with no permitted limit CCα established by analysing 20 blanks and calculate the signal to noise at the time window analyte is expected 3 times S/N can be used as CCα Weakest qualifier used to determine S/N
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S/N Ratio Data for Transition 2
Identification BG2 CV2 MG2 VB2 LCV2 LMG2 Approx. signal range (min) 3.9 – 4.3 3.6 – 4.0 3.3 – 3.6 5.4 – 5.9 5.3 – 5.9 Approx. noise range (mins 2.5 – 3.0 3.0 – 3.5 6.0 – 6.5 Average S/N 7.33 99.00 11.92 7.54 4.76 4.72 3* Average S/N 21.98 297.00 35.76 22.62 14.29 14.17 S/N Ext 6 126 2520 350 408 47.3 311 Ext 6 is the lowest standards in the calibration curve and its S/N ration is greater than 3* S/N of blanks CCα for confirmatory analysis if 0.5µg/kg for each analyte
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Detection Capability CCβ
The lowest concentration of an analyte that may be detected, identified and/or quantified in a sample with an error of probability β Substances with no permitted limit CCβ established by analysing 20 blanks fortified at the decision limit. Decision limit times the std dev of within laboratory reproducibility of the measured content equals detection capability (β = 5%)
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Recovery data for blank matrix spiked at 0.5µg/kg
BG1 BG2 CV1 CV2 MG1 MG2 Average 91.16 112.64 108.24 108.39 111.92 104.15 Std Dev 20.21 22.65 15.30 15.46 28.44 14.82 1.64 * (SD/AV)*0.5 0.18 0.17 0.12 0.21 CCβ 0.68 0.67 0.62 0.71 VB1 VB2 LCV1 LCV2 LMG1 LMG2 103.56 103.39 111.68 109.90 111.89 114.64 14.88 16.74 11.74 14.96 0.09 0.11 0.59 0.61
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Conclusion Method for analysis of Dyes by LCMSMS was validated.
Validation data shows the performance of analytical method is Fit For Purpose and acceptable within acceptance criteria as stated in Commission 2002/657/EC
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