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©	2016		
Chemistry	Ma2ers	Inc. 1	Dioxin	2016	–	Florence,	Italy	
Making	chemistry	data	meaningful	
New	Methods	and	Perspec=ve	of	Analysis	
Court	Sandau,	PhD	
Donald	G.	Pa2erson	Jr.,	PhD2	
September	2,	2016	
Dioxin	2016,	Florence,	Italy
©	2016		
Chemistry	Ma2ers	Inc.
Looking	for	Inspira=on	
2	Dioxin	2016	–	Florence,	Italy
©	2016		
Chemistry	Ma2ers	Inc. 3	
Quote	for	the	day	
A	 people	 without	 the	 knowledge	 of	 their	 past	
history,	 origin	 and	 culture	 is	 like	 a	 tree	 without	
roots.	–	Marcus	Garvey	
Dioxin	2016	–	Florence,	Italy
©	2016		
Chemistry	Ma2ers	Inc.
History	is	Important	
4	
Clement R et al., Analytical Chemistry, 1991, 63, 1130A–1139A.
1971
1988
Dioxin	2016	–	Florence,	Italy
©	2016		
Chemistry	Ma2ers	Inc.
Analy=cal	Chemistry	of	the	Time	(1960s)	
5	
•  GC-ECD	(only	seeing	electronega@ve	
compounds)	and	GC-FID	very	common		
•  Mass	spectrometry	s@ll	quite	specialized	
(but	needed	for	iden@fica@on)	
•  Most	analy@cal	standards	not	made	yet,	
need	to	be	synthesized	
•  Packed	GC	columns	provided	very	limited	
resolving	power	
	
•  No	personal	computers	or	google	searches	
•  Literature	search	began	in	library,	with	
paper	journals	and	took	days/weeks	
Dioxin	2016	–	Florence,	Italy
©	2016		
Chemistry	Ma2ers	Inc.
PCB	Metabolites	Discovered	
6	
•  A	decade	later	(1976),	Dr.	Soren	Jensen	s@ll	
analyzing	PCBs	in	biota	
•  Le	the	laboratory	in	a	hurry	one	evening	
•  Data	was	collec@ng	on	a	Bal@c	Seal	sample	
•  A	group	of	peaks	elu@ng	late	from	the	GC-
ECD	
•  Chemically	synthesized	standards	to	confirm	
iden@fica@on	
•  Iden@fied	new	compound	group	-	
metabolites	of	PCBs	
–  methylsulfonyl-PCBs	
–  Opened	new	research	into	the	field	of	POP	
metabolites	
•  Comparing	PCBs	to	metabolites,	need	as	
many	PCBs	as	possible	measured	in	the	
samples	
Jensen , Ambio 1976 Vol. 5, No. 5/6, 257-260
Swedish Environmental Protection Agency, Persistent
Organic Pollutants, 1998, pp. 152.
Dioxin	2016	–	Florence,	Italy
©	2016		
Chemistry	Ma2ers	Inc.
•  Chromatogram	of	early	dioxin	
analysis	of	Agent	Orange	
•  Inves@gators	began	by	
iden@fying	all	congeners	for	
chlorinated	dioxins	and	furans	in	
the	chromatograms	
–  210	congeners	exist	
•  Using	mass	spectrometry	and	
glass	packed	columns	
•  Synthesized	compounds	for	
posi@ve	iden@fica@on	
7	
Rappe C et al., Chemosphere, 1978, 5, 431–438.
Dioxin	2016	–	Florence,	Italy	
Rappe C, Gara A, Buser H.R, Chemosphere, 1978, 12, 981 – 991.
Early	Inves=ga=ons	in	Dioxin	Contamina=on	
in	Agent	Orange	and	Chlorinated	Phenols
©	2016		
Chemistry	Ma2ers	Inc.
		DIOXIN-2016	Analy=cal	Techniques	
GCxGC-TOFMS
“Simpler”
GCxGC-MS/MS
Convergence Chromatography
Timed-Cryogenic Zone
Compression HRMS
NCI-GC-HRMS
LC-MS/MS
APGC-MS/MS
Bio-Assays
GC-MS/MS
“FASTER”
GCxGC-QMS
GCxGC-HRTOFMS
No Targeted Analysis
Parallel Dual-Column
GCxGC-TOFMS
LC-APCI-MS/MS	
Dioxin	2016	–	Florence,	Italy	
Supercri=cal	
Fluid	 DP-APCI/APPI-HRTOF-MS	
HRGC-HRMS	
8
©	2016		
Chemistry	Ma2ers	Inc.
Analy=cal	Content	at	Dioxin2016	
9	
•  118 talks and
posters covered
analytical
subject matter
•  21% of all
posters/talks
Dioxin	2016	–	Florence,	Italy
©	2016		
Chemistry	Ma2ers	Inc.
Some	of	the	Highlights	
10	Dioxin	2016	–	Florence,	Italy
©	2016		
Chemistry	Ma2ers	Inc.
Bioanaly=cal	Developments	
•  CALUX	Bioassay	
becomes	more	
sensi@ve	
•  4x	increase	in	
response	
	
11	Dioxin	2016	–	Florence,	Italy
©	2016		
Chemistry	Ma2ers	Inc.
Finding	the	Best	Method	for	PFAs	
12	Dioxin	2016	–	Florence,	Italy
©	2016		
Chemistry	Ma2ers	Inc.
Upda=ng	Methods/Instrumenta=on	
13	Dioxin	2016	–	Florence,	Italy	
•  Using	nitrogen	carrier	
gas	and	atmospheric	
pressure	ioniza@on	
–  Measuring	PBDEs
©	2016		
Chemistry	Ma2ers	Inc.
Revised MDL Study, Manuscript in preparation
Dioxin	2016	–	Florence,	Italy	 14	
Comparing	Instrumenta=on
©	2016		
Chemistry	Ma2ers	Inc.
Firefighter helmet
wipes
•  Model the direct
exposure of
firefighters to contact
with PXDD/F
compounds
Anal. Chem., (2015) 87 (20), 10368-77
Dioxin	2016	–	Florence,	Italy	 15
©	2016		
Chemistry	Ma2ers	Inc.
Interlaboratory	Studies	
16	
Histogram
2,3,4,7,8-PeCDF
Sugar Beat Pulp Results - 2,3,4,7,8-PeCDF
Reported results: 87
Report results > LOQ: 86
Robust mean: 0.88 ng/kg (CV: 30%)
Median: 0.89 ng/kg
Modes: 0.81 ng/kg, 1.03 ng/kg
Contribution to WHO-PCDD/F-TEQ: ca. 50 %
Dioxin	2016	–	Florence,	Italy
©	2016		
Chemistry	Ma2ers	Inc.
c:Xcalibur...cdx_240315cdx_240315-16 3/25/2015 1:34:24 AM Zuckerrübenschnitzel-sugar beet pulp_t
150141982-001
RT: 19.31 - 21.21
19.4 19.5 19.6 19.7 19.8 19.9 20.0 20.1 20.2 20.3 20.4 20.5 20.6 20.7 20.8 20.9 21.0 21.1 21.2
Time (min)
0
20
40
60
80
100
0
20
40
60
80
100
0
20
40
60
80
100
RelativeAbundance
0
20
40
60
80
100
RT: 19.46
AA: 727412
RT: 20.94
AA: 584377
RT: 19.52
AA: 580258 RT: 20.44
AA: 389185
RT: 19.94
AA: 256338 RT: 21.01
AA: 251896RT: 20.26
AA: 169059
RT: 20.03
AA: 182541 RT: 20.12
AA: 90417
RT: 19.82
AA: 83916
RT: 19.66
AA: 53010
RT: 20.59
AA: 31000
RT: 19.46
AA: 455035 RT: 20.93
AA: 360979
RT: 19.52
AA: 352698 RT: 20.44
AA: 238310
RT: 19.93
AA: 161784 RT: 21.01
AA: 155133RT: 20.26
AA: 106435
RT: 20.03
AA: 106185 RT: 20.11
AA: 57517
RT: 19.82
AA: 50238
RT: 19.66
AA: 31708
RT: 20.59
AA: 18870 RT: 21.15
AA: 755
RT: 21.01
AA: 181912
RT: 20.25
AA: 53012
RT: 20.44
AA: 1830
RT: 20.93
AA: 862
RT: 21.15
AA: 441
RT: 19.93
AA: 340
RT: 19.52
AA: 422
RT: 19.39
AA: 284
RT: 21.01
AA: 113616
RT: 20.24
AA: 30769
RT: 20.46
AA: 431
RT: 20.88
AA: 507
RT: 20.41
AA: 276
RT: 20.59
AA: 283
RT: 20.01
AA: 252
RT: 19.95
AA: 170
RT: 19.47
AA: 98.68
NL:
1.77E5
m/z=
339.8595-
339.8601
MS ICIS
cdx_24031
5-16
NL:
1.09E5
m/z=
341.8566-
341.8572
MS ICIS
cdx_24031
5-16
NL:
5.86E4
m/z=
351.8996-
351.9004
MS ICIS
cdx_24031
5-16
NL:
3.33E4
m/z=
353.8966-
353.8974
MS ICIS
cdx_24031
5-16
It	S=ll	Comes	Down	to	Chromatography	
2,3,4,7,8-PeCDF
DB-5 MS (Agilent)
c:Xcalibur...cdx_200215cdx_200215-31 3/4/2015 8:28:08 PM 1 Animal Feed 1501-AFB-74.1_t
AFB-74.1
RT: 26.77 - 34.51
40
60
80
100
0
20
40
60
80
100
0
20
40
60
80
100
RelativeAbundance
0
20
40
60
80
100
RT: 28.17
AA: 28645 RT: 33.31
AA: 28793RT: 27.44
AA: 33942 RT: 28.66
AA: 24124
RT: 30.64
AA: 16621
RT: 27.75
AA: 13713 RT: 30.59
AA: 6037
RT: 27.22
AA: 6541 RT: 30.00
AA: 4640
RT: 31.59
AA: 3998
RT: 33.74
AA: 3370
RT: 31.19
AA: 2599
RT: 33.53
AA: 441
RT: 28.17
AA: 18462 RT: 33.31
AA: 18170RT: 27.45
AA: 21557
RT: 28.66
AA: 15302
RT: 30.64
AA: 10406
RT: 27.75
AA: 8864
RT: 30.59
AA: 3999
RT: 27.23
AA: 4251
RT: 30.00
AA: 2758
RT: 31.59
AA: 2671
RT: 33.75
AA: 1359
RT: 31.19
AA: 1785
RT: 33.55
AA: 250
RT: 30.74
AA: 164
RT: 33.29
AA: 34396
RT: 27.41
AA: 7541
RT: 28.02
AA: 287
RT: 33.40
AA: 124
RT: 32.78
AA: 124
RT: 28.65
AA: 237
RT: 32.99
AA: 105
RT: 33.27
AA: 21044
RT: 27.42
NL:
5.58E3
m/z=
339.8595-
339.8601
MS ICIS
cdx_20021
5-31
NL:
3.69E3
m/z=
341.8566-
341.8572
MS ICIS
cdx_20021
5-31
NL:
6.28E3
m/z=
351.8996-
351.9004
MS ICIS
cdx_20021
5-31
NL:
3.57E3
m/z=
353.8966-
353.8974
MS ICIS
cdx_20021
5-31
Rtx-2330 (Restek)
•  Values from ‘expert’ labs similar to other labs, therefore
even experienced labs were not getting the identification
correct.
•  Analysts need to know their chromatograms.
•  High TEQ, makes this compound important for studies.
2,3,4,7,8-PeCDF
Dioxin	2016	–	Florence,	Italy	 17
©	2016		
Chemistry	Ma2ers	Inc.
Comprehensive	Analysis	+	Metabolomics	
18	
•  209 PCB Analysis (159
unique peaks w/ co-elutions)
•  Surprising congeners in
samples
•  Need to measure all potential
compounds
Dioxin	2016	–	Florence,	Italy
©	2016		
Chemistry	Ma2ers	Inc.
Non-Targeted	Analysis	–	Data	Issues	
19	Dioxin	2016	–	Florence,	Italy
©	2016		
Chemistry	Ma2ers	Inc.
Where	are	We	Going?	
20	
Multi-residue extraction method
Acidic, Basic and Neutral compounds
Non-targeted/Ultra Trace
Quantitation or
Semi-Quantitation
Multiple Methods?
Gene Array/Gene Expression
Quantitative Biomarker/Metabolites
Dioxin	2016	–	Florence,	Italy	
Large Data Sets
Data Handling/Storage
Statistical Interpretation
©	2016		
Chemistry	Ma2ers	Inc.
Big	Data	is	Coming	–	Are	you	Ready?	
21	
http://itknowledgeexchange.techtarget.com/IT-watch-blog/files/2013/05/shutterstock_134968730.jpg
Dioxin	2016	–	Florence,	Italy
©	2016		
Chemistry	Ma2ers	Inc.
Thank you for your attention
Contact Info:
Chemistry Matters Inc.
Court Sandau
Cell: 403.669.8566
Email: csandau@chemistry-matters.com
URL: chemistry-matters.com
Visit my website and sign up for email for automatic
receipt of my blogs!
Twitter: @Chem_Matters
Slideshare: www.slideshare.net/csandau
22	www.chemistry-mabers.com

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