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A Collaborative Investigation of

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Analysis of Variance: Ryan-Einot-Gabriel-Welsch Multiple Range Test ... R. J. Reynolds Tobacco Company R&D. Mark Hathaway, Kim Baughman and Ken Boyer, ... – PowerPoint PPT presentation

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Title: A Collaborative Investigation of


1
A Collaborative Investigation of Two Tobacco
TSNA Methods June B. Reece, Charles H. Risner
and Walter T. Morgan
2
Tobacco Specific Nitrosamine Collaborative Study
Background
Method 1 - QUANTIFICATION OF TOBACCO SPECIFIC
NITROSAMINES IN TOBACCO USING
ALKALINE METHYLENE CHLORIDE
EXTRACTION
Method 2 - QUANTIFICATION OF TOBACCO SPECIFIC
NITROSAMINES IN TOBACCO USING
BUFFER EXTRACTION
3
Tobacco Specific Nitrosamine Collaborative Study
Background
  • Method 1 - Quantification of Tobacco Specific
    Nitrosamines in Tobacco Using Alkaline Methylene
    Chloride Extraction
  • Best Day-to-Day Reproducibility (Robotic
    Preparation)
  • Lowest Within-day Standard Deviation (Robotic
    Preparation)
  • Minimal Solvent
  • Economical Extraction
  • High Sample Throughput
  • Three Laboratories Performing Similar
    Methodologies

4
Tobacco Specific Nitrosamine Collaborative Study
Background
  • Method 2 - Quantification of Tobacco Specific
    Nitrosamines in Tobacco Using Buffer Extraction
  • Basic Method Utilized by 6 Laboratories in the
    2000 Study

5
Tobacco Specific Nitrosamine Collaborative Study
Objectives
  • Demonstrate method(s) that will be applicable to
    a variety of tobacco types and tobacco products
  • Validate the accuracy and precision of TSNA
    method(s)
  • Establish a procedure as a reference method

6
Tobacco Specific Nitrosamine Collaborative Study
Recovery Studies
Calculation of TSNAs from a Flue-cured Tobacco
Extract Using NG (Surrogate Internal Standard),
NDHA (Chromatographic Internal Standard) and
External Standard Quantification (µg g-1)
a- Corrected for internal standard recovery
7
Tobacco Specific Nitrosamine Collaborative Study
Methods
Method 1 - QUANTIFICATION OF TOBACCO SPECIFIC
NITROSAMINES IN TOBACCO USING
ALKALINE METHYLENE CHLORIDE
EXTRACTION
Method 2 - QUANTIFICATION OF TOBACCO SPECIFIC
NITROSAMINES IN TOBACCO USING
BUFFER EXTRACTION Surrogate NG Surrogate
Internal Standard GC NDHA Gas
Chromatographic Standard External External
Standard Calibration
8
Tobacco Specific Nitrosamine Collaborative Study
 Method 1 1. Weigh 1.5 g sample in test
tube   2. Extract in 10 mL 0.4 µg mL-1 NDHA in
CH2Cl2 0.5 mL 10 NaOH using vortex
shaker   3. Decant liquid portion of extract onto
column containing Na2SO4 and MgSO4   4. Rinse
column with 2 mL CH2Cl2   5. Evaporate eluent
with air   6. Reconstitute in chloroform   7. GC
(DB-5 column) with chemiluminescence detection
9
Tobacco Specific Nitrosamine Collaborative Study
Method 2   1.  Weigh 1 g sample in 125-mL
flask   2. Add 1 mL 2.0 µg mL-1 NG in CH2Cl2   3.
Extract in 50 mL citrate-phosphate-ascorbic acid
buffer   4. Pour entire extract onto head of a
Chem Elut tube   5. Rinse Chem Elut tube with
two 150 mL portions of CH2Cl2, collecting eluent
in 250-mL TurboVap tube   6. Add 1 mL of 2.0 µg
mL-1 NDHA in CH2Cl2   7. Concentrate in
TurboVap concentrator to ? 0.5 mL   8.
Reconstitute with CH2Cl2   9. GC (DB-1 column)
with chemiluminescence detection
10
Tobacco Specific Nitrosamine Collaborative Study
Participating Laboratories
11
Tobacco Specific Nitrosamine Collaborative Study
Test Plan
  • Recovery Studies
  • Collaborative Interlaboratory Testing

12
Tobacco Specific Nitrosamine Collaborative Study
Recovery Studiesa
a -Three tobaccos, three replicates, three
nitrosamine levels b -Standards added in buffer,
results based on external standard
quantification c -Standards added in CH2Cl2,
results based on chromatographic standard, NDHA d
-Standards added in CH2Cl2, results based on
surrogate standard, NG e -Standards added in
CH2Cl2, results based on surrogate standard, NDHA
13
Tobacco Specific Nitrosamine Collaborative Study
Collaborative Test Design Analyses
Samples to be analyzed in replicates of three,
on the same day, under repeatability conditions
14
Tobacco Specific Nitrosamine Collaborative Study
Collaborative Test Design Tobacco Types
  • Burley
  • Flue-cured
  • Low TSNA Flue-cured
  • Turkish
  • 2S3 Kentucky Reference Moist Snuff
  • 1R4F Reference Cigarette Tobacco
  • Burley Stems
  • Composite Commercial Cigarette Blend

15
Tobacco Specific Nitrosamine Collaborative Study
Test Design TSNA Range
TSNA Low High NNN 0.24 9.06 NNK
0.10 1.56 NAT 0.12 4.06 NAB 0.03
0.21
Analysis via Method 1 in units of µg g-1 dry
weight
16
Tobacco Specific Nitrosamine Collaborative Study
Analysis
ISO 5725 Accuracy (trueness and precision)
of measurement methods and results
17
Tobacco Specific Nitrosamine Collaborative Study
Method 1
Lab Means Mandel h 1 5
NNN
Stragglers
99
95
95
99
Outliers
18
Tobacco Specific Nitrosamine Collaborative Study
Method 1
Lab Sdev Mandel k 1 5
NNN
99
95
19
Tobacco Specific Nitrosamine Collaborative Study
Statistical Method Comparisons
  • Analysis of Variance Ryan-Einot-Gabriel-Welsch
    Multiple Range Test
  • Analysis of the Log of Sample Means
  • Analysis of the Coefficients of Variation for
    Repeatability and Reproducibility

20
Tobacco Specific Nitrosamine Collaborative Study
Means Comparison Average Log Mean (ng g-1
dry x 10)
21
Tobacco Specific Nitrosamine Collaborative Study
Repeatability Comparisons Coefficient of
Variation
22
Tobacco Specific Nitrosamine Collaborative Study
Reproducibility Comparisons Coefficient of
Variation
23
Tobacco Specific Nitrosamine Collaborative Study
Further Analysis
Limits of Detection and Quantitation Limit
of Detection (LOD) 3 x SDev (Lowest Standard)
Limit of Quantitation (LOQ) 10 x SDev
(Lowest Standard)
24
Tobacco Specific Nitrosamine Collaborative Study
Standard Deviation of Lowest Concentration
Standard Run as a Sample
Standard Deviation µg mL-1
25
Tobacco Specific Nitrosamine Collaborative Study
Recovery Lowest Concentration
Standard Run as a Sample
Recovery
26
Tobacco Specific Nitrosamine Collaborative Study
Further Analysis
Method 1 Variations Robotic Sample
Preparation N-nitrosoguvacoline as the
Surrogate Internal Standard
27
Tobacco Specific Nitrosamine Collaborative Study
Means Comparisons Average Log Means (ng g-1
dry x 10)
28
Tobacco Specific Nitrosamine Collaborative Study
Repeatability Comparisons Coefficient of
Variation
29
Tobacco Specific Nitrosamine Collaborative Study
Conclusions
  • Both Method 1 and Method 2 were demonstrated to
    be applicable to a variety of tobacco types and
    tobacco products.
  • Accuracy of the TSNA methods were validated. In
    the study, Method 2 showed a higher average
    recovery, 99.6 vs 92.1 for Method 1.
  • ISO Standard 5725 guidelines were applied to
    establish the repeatability and reproducibility
    of each method. Repeatability was not different
    between the two methods. The COV for Method 2
    reproducibility was 6 lower for NNN and 12
    lower for NNK.

30
Acknowledgements Hubert Klus, Helmut Begutter
and Anton Pachinger, Austria Tabak Christine
A. Rouse and C. Roy Taylor, Brown Williamson
Tobacco Corporation Jacques Dumont, Imperial
Tobacco Limited Takeshi Sakaki, Hideyuki
Tomita, Hideki Takahashi and Hitoshi Saito, Japan
Tobacco Inc. Bill Rickert, Mehran Sharifi and
Peter Joza, Labstat International, Inc.
31
Acknowledgements
Richard Entz and Richard Shober, Lancaster
Laboratories Jim Morgan and Cynthia Williard,
Lorillard Tobacco Company Jean-Marc Renaud and
Roxanne Boudoux, Philip Morris
International Chorng Huang, Philip Morris
USA Mike Borgerding, Christy Fishel, and Angela
Synder, R. J. Reynolds Tobacco Company
RD Mark Hathaway, Kim Baughman and Ken Boyer,
Southern Testing Research Laboratories
32
Acknowledgements
Lennart Johansson and Susanne Back, Swedish
Match North Europe Division Steve Terrell,
Swedish Match North American Division Thomas
Losty, John Townend, Paul Moser and Ahad Majeed,
Swisher International, Inc. Cliff B. Bennett,
Carl Midgett, Rusty Owens and Kathleen Johnson,
U. S. Tobacco Harold Burton and Naewanna Dye,
University of Kentucky
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