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Sugar profile method by ion chromatography (HPAEC-PAD)

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Presentation on theme: "Sugar profile method by ion chromatography (HPAEC-PAD)"— Presentation transcript:

1 Sugar profile method by ion chromatography (HPAEC-PAD)
Andrew Ruosch Madison, WI Covance Food Solutions 06June 2018

2 New method developed at Covance
Multi-lab validation study for a High Performance Anion Exchange Chromatography with Pulsed Amperometric Detection (HPAEC-PAD) sugar profile method applicable to a wide variety of matrices New method developed at Covance Co-authors: David Ellingson, Thomas Vennard, Scott Wejrowski, Dan Berg Existing methodology for sugar testing GC HPLC IC Intended to improve the quality and performance of sugar profile testing Seven analytes included in the sugar profile Galactose, glucose, sucrose, fructose, lactose, isomaltulose, and maltose Problems with other methods: GC: outdated methodology requiring derivatization HPLC: RI detector, so high level of interferences – salt, proteins do not work. Also these detectors lack specifity IC: methods that run well for specific analytes or analyte groupings Wanted a single, accurate, precise method to analyze a common sugar profile Need for this to be applicable to a wide variety of sample types | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

3 Applicable Matrices 1 2 3 4 5 6 7 8 9 Food products Infant formulas
Drinks Adult nutritionals Pet and animal feeds Meats Dietary supplements Oils 100% Fat 1 2 3 4 5 6 7 8 9 67% Fat 33% Carbohydrates 67% Fat 33% Protein 33% Fat 67% Carbohydrates 33% Fat 67% Protein Samples high in fat, protein, and carbohydrates have all proven to be successful with this method At least one matrix from each section of this triangle was fulfilled during validation. The results of the validation demonstrate the performance of this method for sugar analysis across a wide variety of sugar testing needs. But before we go further into the validation, I’d like to go over the method itself 100% Carbohydrates 100% Protein 67% Carbs 33% Protein 67% Protein 33% Carbs | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

4 Method Outline Samples are weighed into a 500-mL Erlenmeyer flask
Internal standard is added and samples are extracted in ethanol:water Samples are qualitatively filtered Optional protein clean-up with Carrez reagents 10 KDa molecular weight filtration Evaporation and reconstitution with water Diluted as needed and 0.45 µm filtration Measurement with HPAEC-PAD 2.5 g needed primarily for homogeneity reasons. That larger weight reduced precision concerns. | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

5 Calibration Standard Chromatogram
| Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

6 Evolution of the Method
Initially work collaboration with AAFCO Pet food and animal feed method Need for a single, uniform method High variability between methodologies due to instrumentation and extraction differences Published in Journal of AOAC International in 2016 Pet Food method performance Acceptable accuracy Precision fell outside of target precision criteria for most matrices Pet feed method was created because there were variabilities between different analysis types. A single, rugged method was needed for accurate and precise testing. The pet feed method showed promise but the precision was a concern. | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

7 Key Items Adapted from Previous Method
New sugar method was built on the foundation of the pet and animal feed method Critical information from previous method: Identified the best choice for extraction solution Equal parts ethanol:water Solution tested better than methanol in extraction efficiency, but similarly to acetonitrile 50:50 ethanol:water showed optimum balance of analyte solubility and bacterial and enzymatic inhibition Proved molecular weight filter aided in extraction without influencing the sugar recoveries Identified the best choice for column (CarboPac PA20) Developed a gradient to adequately separate all mono- and disaccharides | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

8 Areas to Improve Upon from Pet Feed Method
Precision Evaluate sample preparation for better homogeneity Introduce an internal standard Evaluate the sample weight to solvent ratio Instrument injection time Shorten from 45 minutes Expand the scope of the method beyond pet and animal feeds | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

9 Precision Optimization
Sample homogenization evaluation Began with pet and animal feeds Dry cat food Dry dog food Horse Feed Swine feed Milk replacer Wet cat food Assessed two sample preparation versions Dry blend mill Liquid nitrogen preparation Finer sample grinds with liquid nitrogen milling Showed improved precision data Milk replacer and wet cat food did not require liquid nitrogen | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

10 Dry Blend vs Liquid Nitrogen
| Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

11 Internal Standard Evaluation
After optimizing the sample grinding, IS was evaluated Reviewed specificity chromatograms for best IS options Arabinose Glucosamine Ribose Glucosamine has been used as IS for other similar methods, but its popularity in the pet food industry eliminated it. Arabinose was chosen because it was more fully resolved from any of the core analytes | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

12 Internal Standard Precision Evaluation
Results of all six feeds were analyzed with and without the arabinose internal standard Internal standard added to both types of sample grinds Lowest variability found with samples that had the liquid nitrogen grinding and internal standard Acceptable precision in all samples using liquid nitrogen grinding and IS Dry blend grinding with IS did not provide acceptable precision | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

13 | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

14 | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

15 | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

16 Sample Weight Analysis
Initial method used 5 grams into 200-mL of extraction solution (except for milk replacer) Optimized sample weight:extract volume ratio Tested with CRMs NIST 3233 (breakfast cereal) BCR-644 (artificial foodstuff) Best recovery with 1 gram into 200-mL of extraction solution Same recovery at 1 gram with higher volumes (500-mL and 1000-mL) Since sample homogeneity was a concern at 1 gram, both the sample mass and volume were increased 2.5x The method extraction scheme is 2.5 grams into 500-mL extraction solution By addressing each of the three issues, precision has vastly improved for this method However, at this point we have decided not to use liquid nitrogen for all sample types. As we moved forward into expanded food testing, we found that it was unfeasible and not necessary to do. The introduction of the internal standard with the higher sample weight of 2.5g combined to minimize homogeneity concerns. | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

17 Injection Time Modification
Another goal to shorten the run time (45 minutes originally) Comparative GC and LC sugar methods are 30 and 21 minutes, respectively Gradient adjustments to elute sugars faster were unsuccessful Successful monosaccharide separation is delicate Added a post column hydroxide infusion to minimize pH changes at the cell Allowed elimination of 15 minutes of re-equilibration time from each injection Injection time is 30 minutes, which is on par with the GC method | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

18 Recovery, repeatability and reproducibility parameters
Multi-lab Validation Samples performed across four Covance sites Madison, WI, USA (MSN) Battle Creek, MI, USA (BC) Harrogate, UK (HAR) Singapore (SGP) Same standard and certified reference materials analyzed at all sites Each site also analyzed additional matrices that would be common to their site-specific sugar testing needs All matrices were analyzed for accuracy and precision Spike recoveries were used to measure accuracy for matrices that did not have certified or reference values Recovery, repeatability and reproducibility parameters Analytical Range 0.1% - 5% 5 % - 50 % 50 % - 100% Each Individual Sugar Recovery, % 95-105 RSDr, % ≤7 ≤5 ≤3 RSDR, % ≤10 ≤8 ≤4 | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

19 Infant formula/adult nutritional Pet food and animal feed
Validation Samples Category Matrix Material ID Plan Sites Food Products Cereal NIST 3233 CRM BC, HAR, MSN, SGP Baby Food NIST 2383a MSN Juice NIST 3282 HAR Vegetable Spinach Innate, spikes Oil/Fat Palm Oil Baking Chocolate Lemon juice High fat Peanut butter SGP Artificial Foodstuff BCR-644 BC, HAR, SGP Infant formula/adult nutritional Infant formula NIST 1849a HAR, MSN, SGP Dietary Supplements Gummy Tablet Premix Drink Pet food and animal feed Dry dog food Dry cat food Horse feed Swine feed Supplement Milk replacement supplement | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

20 Analyte Matrix Sample ID RM value (%) RM Range (%) Lab Overall Mean (%) % of CRM Value Lab Range (%) Fructose Cereal NIST 3233 0.81 0.727 89.8% Baby Food NIST 2383a 3.96 4.26 107.6% 4.09 – 4.45 Artificial Foodstuff BCR-644 16.2 15.8 97.5% Cranberry Juice NIST 3282 2.08 1.89 90.9% 1.86 – 1.91 Glucose 1.04 0.922 88.7% 3.80 4.07 107.1% 3.92 – 4.22 0.850 0.834 98.1% 0.829 – 0.840 Sucrose 13.42 13.6 101.3% 3.57 3.35 93.8% 3.18 – 3.52 10.81 10.7 99.0% Maltose 0.46 0.443 96.3% Lactose 0.50 0.496 99.2% 0.474 – 0.521 Lactose Monohydrate 15.85 15.6 98.4% Infant formula/Drink NIST 1849a 47.6 49.5 104.0% Total Sugar 15.7 99.4% 12.05 12.4 102.9% 11.8 – 12.9 2.862 2.808 – 2.916 2.72 95.0% 2.69 – 2.74 This is a table of all results compiled from the RM testing. I don’t want to overwhelm with statistics and tables, but I do want to call out that all values lie within the RM ranges. While most averages correspond very well with those of the RM values, we do recognize some that drift further away. For NIST 3233, the RM ranges are quite large, given the concentrations. This is from data collected from various methodologies that are driving inconsistent results (as seen in the initial pet feed work). We have confidence in our values. Likewise for the baby food (NIST 2383a), we observed elevated results for glucose and fructose, while also a lowered result for sucrose. This may indicate sucrose degradation. To confirm this we analyzed this sample by the HPLC method for sugars. The results confirmed our findings. | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018 Sucrose (%) Glucose (%) Fructose (%) IC mean (n=9) 3.20% 4.07% 4.26% HPLC mean (n=3) 3.28% 4.33% 4.03% NIST Range 3.45% % 3.69% % 3.87% %

21 CRM and SRM Analysis Previous table compiled all results from the reference material (RM) testing All averages lie within the RM ranges with the exception of Cranberry Juice (NIST 3282) Likely from a small amount of individual labs creating the reference range Juice matrix was confirmed with spiking analysis Most averages correspond very well with those of the RM values Differences observed were likely due to methodology differences Evident with large RM ranges (glucose and fructose for NIST 3233) Baby food (NIST 2383a) Observed elevated results for glucose and fructose, as well as a lowered result for sucrose Sucrose degradation confirmed with HPLC Sucrose (%) Glucose (%) Fructose (%) IC Method mean (n=9) 3.20% 4.07% 4.26% HPLC Method mean (n=3) 3.28% 4.33% 4.03% NIST Range 3.45% % 3.69% % 3.87% % | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

22 Summary of Spiking Analysis
Spikes were performed at multiple levels on the samples without references values Although a few matrices yielded recoveries outside of acceptable criteria, the data as a whole was acceptable All analytes recoveries were compared with AOAC SMPR criteria Minority that did not meet requirements were due to interferences in chromatography that did not allow for accurate quantification (mainly LOQ spikes) These were also noted in the validation report for this method Matrices spiked Lemon juice Horse feed Baking Chocolate Peanut butter Swine feed Palm Oil Gummy Dry dog food Spinach Tablet Dry cat food Premix Milk replacer | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

23 Spike Recovery Analysis: Lemon Juice
Testing Site Analyte Approximate Spike Level Added (%) Average Innate Level (%) Average Spike Recovery (%) %RSDr Target Recovery Range (%) MSN BC HAR SGP Galactose  0.5 0.00 97.5 1.4 90-110 0.75 97.0 2.3 Glucose  1.0 0.47 98.8 1.7 1.25 99.1 2.4 Sucrose  98.4 2.0 1.6 Fructose  0.9 0.39 99.2 1.2 2.1 Lactose  97.8 98.3 1.5 Isomaltulose 103.6 2.9 102.9 Maltose  1.9 1.8 | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

24 Recovery, repeatability and reproducibility parameters
Precision %RSD were much lower than the initial pet food and animal feed method The %RSD values for all analytes across all matrices would meet AOAC SMPR criteria, with only one exception (lactose in milk replacer) Includes all reference and non-reference materials for both repeatability and reproducibility standards Combined total of 70 analytes (including total sugar) Recovery, repeatability and reproducibility parameters Analytical Range 0.1% - 5% 5 % - 50 % 50 % - 100% Each Individual Sugar* Recovery, % 95-105 RSDr, % ≤7 ≤5 ≤3 RSDR, % ≤10 ≤8 ≤4 | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

25 Validation Summary The multi-lab validation was completed
Accuracy and precision were deemed acceptable for all matrices listed Linearity, specificity, range, LOQ, stability were also acceptable This method was considered acceptable to be ran on most matrices for sugar analysis High protein samples out of scope of method Tuna, wet cat food, ground beef Protein interference with internal standard Suppression and inconsistent peak responses | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

26 Additional Validation on Protein Matrices
Extracts required more thorough deproteinization Use Carrez reagents to clarify extracts Validation plan was created to evaluate matrices with protein clean-up Analyzed a variety of matrices with high concentrations of protein Re-analyzed some of the reference materials tested in initial validation to ensure consistency Followed the same multi-lab format (four test sites) Focus on accuracy and precision | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

27 Result without Carrez extraction (%) Result with Carrez extraction (%)
NIST 3233 Comparison Data Reference material subjected to Carrez testing, with the results compared directly to the average values obtained in the initial validation Carrez treatment did not have any negative effect on the individual or total sugar recoveries Analyte Result without Carrez extraction (%) Result with Carrez extraction (%) % Change Fructose 0.727 0.712 -2.1 Sucrose 13.6 13.9 2.2 Glucose 0.923 0.921 -0.2 Maltose 0.443 0.429 -3.3 Total Sugar 15.7 15.4 -1.9 | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

28 Validation Matrices: Protein
Category Matrix Material ID Plan Sites Food Products Cereal NIST 3233 SRM HAR, MSN, SGP Baby Food NIST 2383a MSN Lunch Meat Ham Innate, spikes BC Turkey Salami Meat Mince HAR Seafood Tuna Infant formula/adult nutritional Infant formula NIST 1849a CRM Dietary Supplements Protein Powder Drink Pet food Dry cat food Wet cat food | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

29 Accuracy: Reference Materials
Analyte Matrix Sample ID CRM value (%) CRM Range (%) Lab Overall Mean (%) % of CRM Value Lab Range (%) Fructose Cereal NIST 3233 0.81 0.712 87.9% Baby Food NIST 2383a 3.96 3.99 100.8% Glucose 1.04 0.921 88.6% 3.80 3.93 103.4% Sucrose 13.42 13.9 103.6% 3.57 3.20 89.6% Maltose 0.46 0.429 93.3% Lactose 0.50 0.478 95.6% Lactose Monohydrate Infant formula/Drink NIST 1849a 47.6 51.0 107.1% Total Sugar 15.8 15.4 97.5% 12.05 11.8 97.9% | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

30 Accuracy Summary: Reference Materials
The protein clean-up results consistent with the initial validation NIST 3233 once again trends lower than the reference value, but results are within the range NIST 2383a shows the same evidence of sucrose degradation Elevated glucose and fructose levels, with a lower sucrose value Sucrose (%) Glucose (%) Fructose (%) IC Method mean (n=9) 3.20% 3.93% 3.99% HPLC Method mean (n=3) 3.28% 3.97% 4.13% NIST Range 3.45% % 3.69% % 3.87% % | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

31 Accuracy: Spike Recoveries
Spikes were performed at multiple levels on the samples without references values All average recoveries for all analytes met AOAC SMPR criteria Matrices Spiked: Wet cat food Dry cat food Tuna Salami Turkey Ham Protein powder Mince | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

32 Precision All repeatability and reproducibility parameters outlined by the AOAC SMPR were met, with the exception of maltose for the cereal matrix A total of 33 analytes (including total sugar) were evaluated for precision, with only one instance not meeting criteria | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

33 Protein Validation Summary
The method may be run with or without the Carrez clarification step This step must be used when analyzing matrices known to have high protein concentrations ~35% or more protein on a dry matter basis Accuracy and precision met acceptance criteria and this optional step was added to the method | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

34 Expanded Scope At this time, the scope has been expanded to support a full spectrum of matrices Samples from each region of the AOAC triangle below were analyzed and passed SMPR criteria This is a single, accurate, precise, and rugged method capable of analyzing a wide variety of matrices | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018

35 Collaboration with Thermo Fisher
This project was done in partnership between Covance and Thermo Fisher The development and validation work was all performed at Covance sites Thermo Fisher provided an ICS-5000 for use on this project, as well as guidance and troubleshooting assistance throughout the process. | Sugar Profile Method by Ion Chromatography (HPAEC-PAD) June 06, 2018


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