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Sample Preparation Techniques
249
TABLE 3.14
Percent Recoveries for Diazinon and Malathion Using
Hexane and MTBE as Elution Solvents in RP-SPE
Diazinon
Matrix: 10% NaCl (DDl)
1. Elute with hexane, mean of 3 SPEs
%RSD
2. Elute with MTBE, 1 SPE
Matrix: 10% NaCl, 0.2 M
1. Elute with hexane, mean of 3 SPEs
%RSD
2. Elute with MTBE, 1 SPE
Malathion
20
18.3
0
—
20
14
112
0
—
98
recover AR 1248 with nearly 100% recoveries.101 PCBs are easily released from a
serum, plasma, or tissue homogenate via probe sonification (PC), coagulation using
acetonitrile, or other water-miscible organic solvent or salt. The supernatant aqueous
phase is easily separated from the coagulated protein via mini-centrifugation.
RP-SPE serves in this case, similar to the situation when an environmental water
sample is passed through, as an on–off or digital extraction step. The dilute of the
aqueous supernatant serves to decrease the analyte–matrix interaction, as discussed
earlier, which in turn strengthens the analyte–sorbent interaction. In this case, the
combination of PS-RP-SPE with C-GC-ECD as the determinative technique eliminated the need for further cleanup. Such might not be the case if C-GC-MS or
another universal determinative technique is used. Cleanup techniques might then
need to be considered. Listed below are significant outcomes from the author’s
method development study:101
Sample
Recovery as Total PCB (%)
Spiked
Spiked
Spiked
Spiked
Spiked
102
102
115
88.2
77.7
acetonitrile 1
acetonitrile 2
rat liver 1
rat liver 2
rat liver 3
Janák and coworkers102 have discussed a similar approach to the isolation and
recovery of PCBs from whole blood. Details of their approach are outlined via a
flowchart in Scheme 3.8. Referring to Scheme 3.8A, formic acid dissolved in isopropyl alcohol (IPA) was used to coagulate protein from 5 g of whole blood prior
to bath sonication. After passing the supernatant through a conditioned RP-SPE
cartridge, the sorbent is washed with 5% IPA dissolved in water, followed by 10%
methanol in water. The sorbent is then washed again with a series of solutions as
indicated and dried. Referring to Scheme 3.8B, the sorbent is eluted with methylene
chloride (dichloromethane), then evaporated down to 10 µL, and finally reconstituted
with enough heptane to yield ~100 µL. This heptane eluent is transferred to a Pasteur
© 2006 by Taylor & Francis Group, LLC
250
Trace Environmental Quantitative Analysis, Second Edition
To 5 g whole blood is
added 10 mL HCOOH/
IPA (4:1 v/v)
DDI-distilled, deionized
water
MeOH-methanol
HCOOH-formic acid
IPA-2-propanol
DCM-dichloromethane
Cart-cartridge
To condition SPE
Isoelute ENV+
sorbent, pass the
following through:
a)
b)
c)
d)
1 mL MeOH
8 mL DCM
5 mL MeOH
3 mL DDI
Place mixture in
ultrasonic bath and
sonicate for 5 min; let
stand for 30 min
Comments: this approach
continues the central
theme of applying RP-SPE
techniques to whole blood
with a sulfuric acid oncartridge decomposition of
any extracted lipids
Add 10 mL
15% IPA in DDI
Sonicate for 5 min more; let
stand for 30 min; transfer
supernatant to conditioned
SPE cartridge; pass sample
through cartridge at
~1 mL/min
Wash cart w 15 mL 5% IPA; then 10 mL
10% MeOH; dry for 20 sec to expel nonadsorbed water droplets
Wash cart with 4 mL conc H2SO4 followed by:
a) 10 mL DDI
b) 3 mL 1M Na2CO3
c) 3 mLDDI
d) 10 mL 10% MeOH
e) run sorbent bed dry
Add a few drops (0.2 mL) of DDI: MeOH (3:7
v/v) to hasten drying; dry under N2
atmosphere for ~15 min
SCHEME 3.8A
pipette filled with mixed adsorbents and previously rinsed with heptane. The cleaned
up PCBs are subsequently eluted with a binary solvent eluent consisting of 4:1
heptane to methylene chloride. Mean percent recoveries reported from spiked wholeblood specimens were 78 ± 8%.102
RP-SPE as a sample prep technique is low cost, effective, and continues to gain
popularity as regulatory restrictions lift over time. For enviro-chemical QA considerations, Font et al.103 has reviewed developments in water pollution analysis for
PCBs and earlier published a review applicable to multiresidue pesticide analysis of
water. For enviro-health QA considerations, the comprehensive study involving
bovine and human serum conducted by the Centers for Disease Control and Prevention
© 2006 by Taylor & Francis Group, LLC
Sample Preparation Techniques
251
Elute the SPE cart with 5 mL
DCM @ ~0.5 mL/min
Evap eluent down to
10 µL then add enough
n-heptane to reach
~100 µL
Transfer eluent to a Pasteur pipet filled
with mixed adsorbents and prev rinsed
with n-heptane; apply sample, wash
w 3 mL n-heptane
Elute PCBs w 3 mL of heptaneDCM 4:1 v/v; concentrate and
transfer to a microvial
Pasteur
pipet
Anh
Na2SO4
(5 mm
high)
Silica gel w
60% H2SO4
(10 mm
high)
Anh
Na2SO4
(5 mm
high)
alumina
(30 mm
high)
Glass wool
Inject 1 µL into a
C-GC-ECD
SCHEME 3.8B
(CDC) is noteworthy.104 A plethora of analytical papers utilizing RP-SPE for up-front
extraction have appeared in recent years. We now consider a sample prep technique
developed during the late 1980s that relates to SPE, yet is applicable to solid matrices,
in particular biological tissue specimens. It is called matrix solid-phase dispersion.
72. WHAT IS MATRIX SOLID-PHASE DISPERSION AND
IS IT APPLICABLE TO BIOLOGICAL TISSUE?
In the same manner that S-LSE complements LLE, matrix solid-phase dispersion
(MSPD) has emerged as a complement to RP-SPE. MSPD is most applicable to
© 2006 by Taylor & Francis Group, LLC
252
Trace Environmental Quantitative Analysis, Second Edition
biological tissue. Biological tissue is easily “ground” into a chemically bonded silica
sorbent. Soil may prove to be a more difficult sample matrix to achieve MSPD with.
MSPD came about when it was realized that the octadecyl silyl–silica gel sorbent
used in RP-SPE could have abrasive properties, while the octadecyl ligates could
extract analytes from the biological tissue. Barker, along with coworkers, who
published the benchmark paper105 on MSPD puts in this way:106
MSPD combines aspects of several techniques for sample disruption while also generating a material that possesses unique chromatographic character for the extraction
of compounds from a given sample.
A biological sample matrix such as fish tissue is ground into conventional
RP-SPE sorbents such as C18 silica using a mortar and pestle. The cell structure is
disrupted, and organic compounds are released and partitioned into the C18 silica
based on their respective partition coefficients along the same lines as already
discussed for RP-SPE. Barker107 has compared scanning electron micrographs for
bovine liver tissue ground with underivatized silica to those of the same tissue ground
with C18 silica. Although dispersed with both silicas, the underivatized silica shows
an in-tact cell structure evenly dispersed over the material.
MSPD is straightforward to perform in the laboratory. A schematic representation of an eight-step process to perform MSPD is shown in Figure 3.26A, which
depicts the first four steps of blending the tissue with the bonded silica, while Figure
3.26B depicts the last four steps of solvent elution. A glass or agar mortar and pestle
is preferable to the more porous porcelain type to minimize analyte loss. Only gentle
blending is recommended. A ratio of 4:1, i.e., 4 g of C18 silica sorbent material to
1 g of biological tissue, has evolved as the optimum amounts to blend.108
Chemically bonded silicas serve several functions in MSPD. Bonded silicas
serve as:108
•
•
•
•
An abrasive that promotes cell disruption
A lipophilic, bound solvent that disrupts and lyses cell membranes
A sorbent capable of being packed into a column and can be eluted with
solvents of differing polarity
A bonded-phase support that enables sample fractionation
It is all too easy to compare RP-SPE with MSPD. However, after the biological
tissue has been blended with the bonded silica sorbent, a new sorbent or stationaryphase results. In RP-SPE, after a sample has passed through a column, most components of the sample accumulate at the top of the column bed. In MSPD, the
blended sample suggests that the components are more uniformly distributed
throughout the entire sorbent. This creates what Barker108 calls a “unique chromatographic phase” whose dynamic interactions are “not completely understood.”
73. WHAT FACTORS INFLUENCE PERCENT
RECOVERIES IN MSPD?
A robust sample prep technique ought to yield a decent percent recovery. What have
researchers who have sought answers to this question found?106
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Sample Preparation Techniques
253
Glass mortar
0.5 Gram sample
Add sample
Step 1
2.0 grams precleaned
and conditioned C18
Step 2
Glass
pestle
Add standards
or modifiers and
equilibrate ; blend
Laboratory
spatula
Step 4
Transfer blend
to column
Tissue/C18 blend
Step 3
Syringe barrel (10 ml)
used as MSPD column
Paper frit
Pipette
tip
FIGURE 3.26A Schematic that shows just how to conduct the first four steps of MSPD.
•
•
•
•
•
•
•
•
General principles of SPE apply.
A unique chromatographic stationary phase is created when biological
tissue is blended with chemically bonded silica.
Underivatized silanols on the surface and in the pores of the support
apparently remove water from the blend, thus yielding a drier support.
Pore size does not seem to be significant.
Particle size is relatively important since particles of 3 to 20 µm do not
permit flow of elution solvent via gravity, whereas the conventional 40to 100-µm-diameter particles do permit flow.
A lipophilic bonded phase is believed to lead to the formation of a new
phase that resembles a cell membrane bilayer assembly, giving the MSPD
material unique chromatographic properties.
The percent carbon load does not appear to have an appreciable effect.
Conditioning of the bonded silica is as essential to MSPD as it is to SPE.
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Trace Environmental Quantitative Analysis, Second Edition
100
90
80
70
60
50
40
30
Step 5
Compress the sample
Solvent
Modified
syringe
plunger
Add solvent(s)
Paper frit
Receiving
tube
Step 6
Elute sample;
gravity or
vacuum
Step 8
Reduce volume or
evaporate completely.
Reconstitute residue
with solvent of choice.
Filter or centrifuge
(optional).
Use co-column or
additional SPE
cleanup
Submit to analysis
Step 7
Column
eluate
Collect
sample
fractions
FIGURE 3.26B The last four steps of NSPD.
•
•
The matrix has a profound impact on percent recoveries, unlike SPE, due
to the fact that the matrix becomes part of the chromatographic phase.
Elution yields certain coeluted matrix components with certain analytes
of interest that are not well predicted based on SPE principles.
Huang and coworkers109 found that percent recoveries of two different PCB
(presumably Aroclors)-fortified fish (grass carp) samples utilizing MSPD compared
favorably with the more conventional approach of saponification, followed by LLE.
Acidified silica gel was added to the elution syringe and provided cleanup of
coextractants that resulted in the appearance of a distinct yellow color for the hexane
eluent when silica gel was not used. Ling and Huang110 followed up their benchmark
© 2006 by Taylor & Francis Group, LLC
Sample Preparation Techniques
255
paper on isolating and recovering PCBs from fish tissue using MSPD with a second
paper related to OCs as well as PCBs. These authors found an optimum cleanup
and elution solvent combination following the blending of fish tissue with octadecyl
silyl-derivatized silica (ODS), which maximized percent recoveries while minimizing coextractive interferences. For a given ODS, the following adsorbents were tried:
Florisil, acidic silica gel (44% H2SO4), and neutral alumina. The mass of fish muscle
tissue was obtained by subtracting the mass of the adsorbent-loaded-only column
from the mass of the sample-loaded column. Percent recoveries of >90% were
realized for most priority pollutant OCs using the Florisil/hexane–acetone (9:1)
combination. The authors applied MSPD to a number of fish samples from fish
caught from a river that passes through an incineration facility in Taiwan. PCB levels
were significantly higher than OC levels. One fish, caught upstream from the facility,
showed much lower concentration levels of PCBs.
MSPD provides an alternative to conventional LLE, cleanup, and fractionation
sample prep methods as applied to biological tissue. However, laboratories seem
slow to adopt MSPD, as evidenced by the discontinuance of the MSPD kit by Varian
Sample Preparation Products (the only SPE supplier who ever offered MSPD in kit
format). One more offshoot of conventional SPE is now introduced. This sample
prep technique was developed in the early 1990s and is called either solventless SPE
or, more commonly, solid-phase microextraction.
74. WHAT IS SOLID-PHASE MICROEXTRACTION?
One way to answer this question is to state that solid-phase microextraction (SPME)
is to the capillary GC column what SPE is to the HPLC column. For SPE, consider
taking a portion of the HPLC column packing, increasing the particle size, and
allowing for a wider distribution of the particle size; then pack this material into a
cartridge and use this for sample prep. For SPME, on the other hand, coat a fusedsilica capillary column on the outside, instead of the inside, and use this for sample
prep. Janusz Pawliszyn at the University of Waterloo, who understood the limitations
of SFE and SPE, was the first to modify a 7000 Series (Hamilton) liquid-handling
microsyringe by coating polydimethyl siloxane on a fine rod such as fused-silica
fiber. (See Zhang et al.115 for two of the pertinent articles published by Pawliszyn
and coworkers.) SPME is also solventless in that a sorbed analyte is easily thermally
desorbed off of the coated fiber in the injection port of a gas chromatograph.
The modified microsyringe of Pawliszyn has given way to the commercial SPME
device that incorporates a retractable fiber and is manufactured and marketed by
Supelco. The essential design of an SPME sampling device is shown in the following
schematic.
The SPME sampling device can be immersed directly into an aqueous sample,
such as groundwater, for a finite period, then withdrawn, the fiber and rod retracted
back into the needle, brought to the hot-injection port of a gas chromatograph, and
then inserted into the septum and the fiber and rod extended into the injection port
for a finite period, in which thermal desorption is accomplished. For analysis of
aqueous samples for VOCs, the fiber is inserted into the headspace, sampled,
retracted, and then injected directly into the injection port. For solids, wastewater,
© 2006 by Taylor & Francis Group, LLC
256
Trace Environmental Quantitative Analysis, Second Edition
Septum
piercing
needle
Rod
Attachment
Fiber coated
with
polydimethyl
siloxane
sludge, etc., this headspace technique is appropriate provided that analytes can
partition into the headspace from these dirty sample matrices. The rate of SPME
depends on the mass transport from a matrix to the coating. The effectiveness of
mass transport depends on the following:
1. Convective transport in air or liquid
2. Desorption rate from particulates that might be present in the sample
3. Diffusion of analytes in the coating itself
For direct SPME sampling with agitation, convective effects can be minimized.
In the absence of particulates, the mass transport rate is determined by diffusion of
analytes into the coating. For gaseous samples, the rate of mass transport is determined by diffusion of the analyte into the coating, and equilibrium can be achieved
in less than 1 min. For aqueous samples, vigorous agitation of the sample is necessary. A common technique is to simply stir the sample with a magnetic stirrer. In
this case, it takes much longer for the analyte to diffuse through the static layer of
water that surrounds the fiber. Zhang et al.115 articulated the challenge for SPME as
follows:
For volatile compounds, the release of analytes into the headspace is relatively easy
because analytes tend to vaporize once they are dissociated from their matrix. For
semivolatile compounds, the low volatility and relatively large molecular size may slow
the mass transfer from the matrix to the headspace and, in some cases, the kinetically
© 2006 by Taylor & Francis Group, LLC
Sample Preparation Techniques
257
controlled desorption or swelling process can also limit the speed of extraction, resulting in a long extraction time. When the matrix adsorbs analytes more strongly than
the extracting medium does, the analytes partition poorly into the extraction phase.
Because of the limited amount of the extraction phase in SPME (as in SPE), the
extraction will have a thermodynamic limitation. In other words, the partition coefficient, K, is too small, resulting in poor sensitivity. If the coating has a stronger ability
to adsorb analytes than the matrix does, it is only a matter of time for a substantial
amount of analytes to be extracted by the fiber coating and only kinetics plays an
important role during extraction. One of the most efficient ways to overcome the kinetic
limitation is to heat the sample to higher temperatures, which increases the vapor
pressure of analytes, provides the energy necessary for analytes to be dissociated from
the matrix, and at the same time speeds up the mass transport of analytes.
As was developed for other distribution equlibria, such as LLE [Equation (3.4)]
and static HS [Equation (3.25)], we start to discuss the principles that underlie SPME
by considering the equilibrium for the ith analyte between a sample S and the coated
fiber, f, once dynamic equilibrium has been reached.
Let us consider this in more detail. We start by defining the partition coefficient,
i
K fs(SPME), for analyte i between the fiber, denoted by f, and a sample, denoted by s,
as follows:
K ifs (SPME ) =
Cf
n /V f
=
CS C0 − (n /Vs )
(3.44)
where
n = amount of analyte i adsorbed on the SPME polymer film (in moles)
Vf = volume of coating on SPME fiber
VS = volume of sample
C0 = initial concentration of the ith analyte in the sample
Cf , CS = concentration of the ith analyte in the fiber and sample, respectively,
once equilibrium is reached
Solving Equation (3.44) for n yields
K ifs (SPME )V f Vs
n=
i
Vs + K fs (SPME )V f
C0
(3.45)
Equation (3.45) presents an opportunity to make two simplifying assumptions. If
K ifs >> VS
then
n0 ≈ VS C0.
© 2006 by Taylor & Francis Group, LLC
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Trace Environmental Quantitative Analysis, Second Edition
The amount of analyte sorbed on the fiber is directly proportional to the original
concentration of that analyte in the sample. If, however, a large sample volume is
used,
K ifs V f << VS
then
i
n0 ≈ KfsVf C0.
The amount of analyte sorbed on the fiber is also directly proportional to the
original concentration of that analyte in the sample. Both simplifying assumptions
lead to the conclusion that the amount of analyte sorbed, after equilibrium is attained,
can be related to C0. The term used to describe this is exhaustive SPME, and the
maximum number of moles of the ith analyte that can be adsorbed or partitioned
into the fiber is denoted by n0.
75. CAN WE QUANTITATE BEFORE WE REACH
EQUILIBRIUM IN SPME?
We answer the question by considering the derivation first proposed by Ai.116 The
assumption is that analyte molecules diffuse from (1) the sample matrix to the surface
of the polymer and (2) through the polymer surface to the inner layers. For a steady
state, with diffusion as the rate-controlling factor, the mass flow rate of analyte
molecules from the sample matrix to the SPME polymer surface would equal the
flow rate from the polymer surface to its inner layers. With D1 as the diffusion coefficient
of analyte molecules in the sample matrix and D2 as the diffusion coefficient for
molecules in the polymer phase whose surface area is denoted by A, and Cs and Cf
are concentrations of analyte in the sample matrix and polymer film, respectively,
Fick’s first law can be used to give the rate-determining steps governed by
∂C f
1 ∂n
∂C s
= − D1
= − D2
A ∂t
∂x
∂x
By assuming that a steady-state mass transfer occurs when agitation is effectively
applied, that the diffusion layer is a thin film, and that steady-state diffusion in this
thin film is in effect, a simplified normal differential equation can be considered:
1 dn D1
(C s − C s′ )
=
δ1
A dt
D
= 2 (C f − C ′ )
f
δ2
The terms used in Equation (3.46) are defined as follows:
© 2006 by Taylor & Francis Group, LLC
(3.46)
Sample Preparation Techniques
259
Cs = concentration of the analyte in the bulk sample matrix
C′ = surface concentration of the analyte in bulk sample matrix
s
δ1 = diffusion layer thickness in the sample matrix
δ2 = thickness of polymer film
Cf = analyte concentration in the polymer film at the surface
C′ = analyte concentration in the polymer film in contact with the silica fiber
f
Shown below is a schematic of the interface of the polymer-coated silica fiber
in contact with an aqueous solution. The illustration shows the diffusion layer
thickness in the sample matrix and the thickness of the polymer film. The slopes of
the concentration gradients are shown at the interface between the bulk sample and
polymer film surface. A steady-state diffusion is assumed when the aqueous solution
is effectively agitated. The concentration gradient in the SPME film is assumed to
be linear:
PDMS
coated
fiber
CS
Cf
C′f
C′S
δ2
δ1
0
x
Equation (3.46) can be rearranged and integrated, and within a set of boundary
conditions this ordinary differential equation can be solved for n to yield116
KV f Vs
n = [1 − e − A{B}t ]
KV f + Vs
C0
(3.47)
Equation (3.47) suggests that the number of moles of analyte sorbed depends
only on the original concentration of analyte in the sample, C0, provided that the
sampling time, t, and the rates of diffusion remain constant between samples. This
diffusion rate is reflected in the slope of the lines between Cs and C s′ and Cf and C ′ ,
f
as shown above. As the sampling time gets very large (i.e., n approaches infinity),
Equation (3.47) suggests that n approaches n0, where n0 is the number of moles
adsorbed by the coating at equilibrium, so that Equation (3.47) reduces to Equation
© 2006 by Taylor & Francis Group, LLC