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Click on a title to view the abstract and on-line article
link. M. Mamunooru, R.J. Jenkins, N.I. Davis and J.G. Shackman. Journal of Chromatography A, 1202 (2008), 203-211. ARTICLE
LINK: This work demonstrates coupling of the newly described
electrophoretic enrichment technique of gradient elution isotachophoresis
(GEITP) to a low-cost, conventional ultraviolet absorbance detector to
realize sensitive measurements with a universal detector, eliminating
the need for fluorescent analytes or derivatization. The effects of various
parameters on enrichment were studied, including current density varied
by leading electrolyte concentration, current density varied by applied
electric field, and counter-flow acceleration across varying capillary
inner diameters. Optimized parameters were applied to the enrichment and
separation of the amino acids tryptophan (Trp) and tyrosine (Tyr). Limits
of detection for Trp and Tyr were 51 and 215 nM, respectively, reflecting
sensitivity enhancements of 860- and 1900-fold. Analysis times were less
than 6 min, and peak height RSDs were less than 4%. A demonstration of
enrichment and separation of these amino acids from artificial cerebrospinal
fluid is additionally shown as a first step to realizing biochemical monitoring
by GEITP.
H. Lin, J.G. Shackman and D. Ross. Lab on a Chip, 8 (2008), 969-978. ARTICLE
LINK: Temperature gradient focusing (TGF) is a new and promising equilibrium gradient focusing method which can provide high concentration factors for improved detection limits in combination with high-resolution separation. In this technique, temperature-dependent buffer chemistry is employed to generate a gradient in the analyte electrophoretic velocity. By the application of a convective counter-flow, a zero-velocity point is created within a microchannel, at which location the ionic analytes accumulate or focus. In general, the analyte concentration is small when compared with buffer ion concentrations, such that the focusing mechanism works in the ideal, linearized regime. However, this presumption may at times be violated due to significant sample concentration growth or the use of a low-concentration buffer. Under these situations the sample concentration becomes non-negligible and can induce strong nonlinear interactions with buffer ions, which eventually lead to peak shifting and distortion, and the loss of detectability and resolution. In this work we combine theory, simulation, and experimental data to present a detailed study on nonlinear sample-buffer interactions in TGF. One of the key results is the derivation of a generalized Kohlrausch regulating function (KRF) that is valid for systems in which the electrophoretic mobilities are not constant but vary spatially. This generalized KRF greatly facilitates analysis, allowing reduction of the problem to a single equation describing sample concentration evolution, and is applicable to other problems with heterogeneous electrophoretic mobilities. Using this sample evolution equation we have derived an understanding of the nonlinear peak deformation phenomenon observed experimentally in TGF. We have used numerical simulations to validate our theory and to quantitatively predict TGF. Our simulation results demonstrate excellent agreement with experimental data, and also indicate that the proper inclusion of Taylor dispersion is important for the accurate modeling of TGF. This work is an important first step towards the understanding and prediction of the more complex, nonlinear, and multi-species interactions which often occur in on-chip electrophoretic assays such as TGF.
J.G. Shackman and D. Ross. Analytical Chemistry, 79 (2007), 6641-6649. ARTICLE
LINK: A novel format for
performing capillary isotachophoresis (ITP) is described - gradient elution
ITP (GEITP). GEITP merges the recently described electrophoretic separation
technique of gradient elution moving boundary electrophoresis (GEMBE)
with an ITP enrichment step. GEMBE utilizes a combination of continuous
sample injection with a pressure controlled counter flow; as the counter
flow is reduced, analytes are sequentially eluted onto the separation
column and detected as boundary interfaces. By incorporating leading electrolytes
into the counter flow and terminating electrolytes into the sample matrix,
an ionic interface can be formed near the capillary inlet. The discontinuous
buffer system forms highly enriched analyte zones outside of the capillary,
which are then eluted onto the separation capillary as the counter flow
is reduced. Separation of fluorescent analytes was achieved either through
discrete electrolyte spacers added to the sample or by using ampholyte
mixtures to form a continuum of spacers. As the ITP process occurs off-column,
extremely short length separations can be achieved, as demonstrated by
a separation in 30 µm. The effects of various parameters on the GEITP
enrichment process are investigated, including initial counter flow rates,
electric field, leading electrolyte concentration, and counter flow acceleration,
which is an adjustable parameter allowing for highly flexible separations.
Typical enhancements in limits of detection (LOD) and sensitivity were
greater than 10000-fold and were achieved in less than 2 min, yielding
low picomolar detection limits using arc lamp illumination and low cost
CCD detection. An optimized system afforded greater than 100000-fold improvement
in detection of carboxyfluorescein in 8 min. Specific examples of enrichment
and separation demonstrated include: small dye molecules, DNA, amino acid
mixtures, and protein mixtures.
M.S. Munson, G. Danger, J.G. Shackman and D. Ross. Analytical Chemistry, 79 (2007), 6201-6207. ARTICLE
LINK: We describe the serial combination of temperature gradient focusing (TGF) and field-amplified
continuous sample injection (FACSI) for improved analyte enrichment and electrophoretic separation. TGF is a counterflow
equilibrium gradient method for the simultaneous concentration and separation of analytes. When TGF is implemented with
a low conductivity sample buffer and a (relatively) high conductivity separation buffer, a form of sample enrichment
similar to field-amplified sample stacking (FASS) or field-amplified sample injection (FASI) is achieved in addition
to the normal TGF sample enrichment. FACSI-TGF differs from FASI in two important respects: continuous sample injection,
versus a discrete injection, is utilized; because of the counterflow employed for TGF, the stacking interface exists in
a pseudo-stationary region outside of the separation column. Notably, analyte concentration enrichment factors greater
than the ratio of separation and sample conductivities (gamma) were achieved in this method. For gamma = 6.1, the concentration
factor for one model analyte (Oregon Green 488) was found to be 36-fold higher with FACSI-TGF as compared to TGF
without FACSI. A separation of five fluorescently labeled amino acids is also demonstrated with the technique, yielding
an average enrichment of greater than 1000-fold.
J.G. Shackman and D. Ross. Electrophoresis, 28 (2007), 556-571. ARTICLE
LINK: Counter-flow gradient electrofocusing techniques are
methods whereby a combination of electrophoresis and a bulk solution counter-flow
is used to accumulate or focus analytes at stationary points along a separation
column. This review first describes the various forms of counter-flow
gradient electrofocusing that have been demonstrated in the literature
and then compares figures of merit for counter-flow focusing methods and
conventional CE methods. In an effort to compare the concentration enhancement
of the various focusing techniques against each other, as well as of stacking
methods, the parameter of analyte-accumulation velocity is introduced
and employed to normalize the efficacy of the techniques.
J.G. Shackman, M.S. Munson, and D. Ross. Analytical Chemistry, 79 (2007), 565-571. ARTICLE
LINK: A novel method for performing electrophoretic separations
is described-gradient elution moving boundary electrophoresis (GEMBE).
The technique utilizes the electrophoretic migration of chemical species
in combination with variable hydrodynamic bulk counterflow of the solution
through a separation capillary or microfluidic channel. Continuous sample
introduction is used, eliminating the need for a sample injection mechanism.
Only analytes with an electrophoretic velocity greater than the counterflow
velocity enter the separation channel. The counterflow velocity is varied
over time so that each analyte is brought into the separation column at
different times, allowing for high-resolution separations in very short
channels. The new variable of bulk flow acceleration affords a new selectivity
parameter to electrophoresis analogous to gradient elution compositions
in chromatography. Because it does not require extra channels or access
ports to form an injection zone and because separations can be performed
in very short channels, GEMBE separations can be implemented in much smaller
areas on a microfluidic chip as compared to conventional capillary electrophoresis.
Demonstrations of GEMBE separations of small dye molecules, amino acids,
DNA, and immunoassay products are presented. A low-cost, polymeric, eight-channel
multiplexed microfluidic device was fabricated to demonstrate the reduced
area requirements of GEMBE; the device was less than 1 in squared in area
and required only n + 1 fluidic access ports per n analyses (in this instance,
nine ports for eight analyses). Parallel separations of fluorescein and
carboxyfluorescein yielded less than 3% relative standard deviation (RSD)
in interchannel migration times and less than 5% RSD in both peak and
height measurements. The device was also used to generate a calibration
curve for a homogeneous insulin immunoassay using each of the eight channels
as a calibration point with less than 5% RSD at each point with replicate
analyses.
J.G. Shackman, M.S. Munson, and D. Ross. Analytical and Bioanalytical Chemistry, 387 (2007), 155-158. ARTICLE
LINK: Abstract unavailable.
J.G. Shackman, M.S. Munson, C-W. Kan, and D. Ross. Electrophoresis, 27 (2006), 3420-3427. ARTICLE
LINK: Temperature gradient focusing (TGF) has previously been
shown to be a practical technique for simultaneous concentration and separation
of a variety of samples. In this paper, we demonstrate that TGF can be
conducted at a wide range of pH values. Techniques for first-order prediction
of the suitability of a given BGE for focusing are discussed. Buffer suitability
for TGF is assessed experimentally by simultaneously concentrating and
separating a pair of fluorescent analytes. One analyte is held at constant
concentration for use as an internal standard while the concentration
of the other dye is varied. Peak area is shown to vary linearly with the
input dye concentration. A high degree of resolution (R-sub-S >3) of
fluorescein and carboxyfluorescein, as well as for two LysoSensor-based
dyes, is also observed. Focusing and separation by TGF was successfully
conducted quantitatively in BGE solutions of pH from 3.0 to 10.5.
K. Ueki, T. Okada, J. Hu, C.W. Liew, A. Assmann, G.M. Dahlgren, J.L. Peters, J.G. Shackman, M. Zhang, I. Artner, L.S. Satin, R. Stein, M. Holzenberger, R.T. Kennedy, C.R. Kahn, and R.N. Kulkarni. Nature Genetics, 38 (2006), 583-588. ARTICLE
LINK: An appropriate beta cell mass is pivotal for the maintenance
of glucose homeostasis. Both insulin and IGF-1 are important in regulation
of beta cell growth and function. To define the roles of these hormones
directly, we created a mouse model lacking functional receptors for both
insulin and IGF-1 only in beta cells (beta DKO), as the hormones have
overlapping mechanisms of action and activate common downstream proteins.
Notably, beta DKO mice were born with a normal complement of islet cells,
but 3 weeks after birth, they developed diabetes, in contrast to mild
phenotypes observed in single mutants. Normoglycemic 2-week-old beta DKO
mice manifest reduced beta cell mass, reduced expression of phosphorylated
Akt and the transcription factor MafA, increased apoptosis in islets and
severely compromised beta cell function. Analyses of compound knockouts
showed a dominant role for insulin signaling in regulating beta cell mass.
Together, these data provide compelling genetic evidence that insulin
and IGF-I-dependent pathways are not critical for development of beta
cells but that a loss of action of these hormones in beta cells leads
to diabetes. We propose that therapeutic improvement of insulin and IGF-I
signaling in beta cells might protect against type 2 diabetes.
J.L. Edwards, C.N. Chisolm, J.G. Shackman, and R.T. Kennedy. Journal of Chromatography A, 1106 (2006), 80-88. ARTICLE
LINK: Capillary electrophoresis (CE) was coupled to negative
mode electrospray ionisation-mass spectrometry (MS) for separation and
detection of phosphorylated and acidic metabolites in extracts of prokaryotes.
Unlike previous CE-MS systems for metabolite analysis, a sheathless interface
was used to improve sensitivity. To accomplish this, the separation capillary
was modified by creating a porous junction near the outlet where the electrospray
voltage and cathodic voltage for CE were applied. The outlet of the capillary
was pulled to a 5 micron inner diameter to form an electrospray emitter
and had a frit fabricated near the exit to prevent clogging. During analysis
pressure was applied at the inlet of the separation column to create sufficient
flow towards the detector. Limits of detection for 19 metabolites in full
scan mode ranged from 20 nanomolar for ADP ribose to 2.5 micromolar for
alpha-ketoglutarate for 40 nL injections. Extracts of Escherichia coli,
strain DH5-alpha, were analyzed using this system. In full scan mode,
118 different metabolites were detected. Tandem mass spectrometry was
also employed to attempt identification. Reproducible fragmentation of
19 parent peaks was found and 10 of these produced spectra that were consistent
with identification obtained from matching to compounds in the MetaCyc
database. These results demonstrate the utility of a sensitive CE-MS system
for large scale metabolite detection in biological samples.
Z.D. Sandlin, M.S. Shou, J.G. Shackman, and R.T. Kennedy. Analytical Chemistry, 77 (2005), 7702-7708. ARTICLE
LINK: Microfluidic electrophoresis devices were coupled on-line
to microdialysis for in vivo monitoring of primary amine neurotransmitters
in rat brain. The devices contained a sample introduction channel for
dialysate, a precolumn reactor for derivatization with o-phthaldialdehyde,
a flow-gated injector, and a separation channel. Detection was performed
using confocal laser-induced fluorescence. In vitro testing revealed
that the initial device design had detection limits for amino acids of
approximately 200 nM, relative standard deviation of peak heights of 2%,
and separations within 95 s with up to 30,200 theoretical plates when
applying an electric field of 370 V/cm. A second device design that allowed
electric fields of 1320 V/cm to be applied while preserving the reaction
time allowed separations within 20 s with up to 156,000 theoretical plates.
Flow splitting into the electrokinetic network from hydrodynamic flow
in the sample introduction channel was made negligible for sampling flow
rates from 0.3 to 1.2 microliters/min by placing a 360-micron-diameter
fluidic access hole that had flow resistance (0.15-7.2) x 10^8-fold lower
than that of the electrokinetic network at the junction of the sample
introduction channel and the electrokinetic network. Using serial injections,
the device allowed the dialysate stream to be analyzed at 130-s intervals.
In vivo monitoring was demonstrated by using the microdialysis/microfluidic
device to record glutamate concentrations in the striatum of an anesthetized
rat during infusion of the glutamate uptake inhibitor l-trans-pyrrolidine-2,4-dicarboxylic
acid. These results prove the feasibility of using a microfabricated fluidic
system coupled to sampling probes for chemical monitoring of complex media
such as mammalian brain.
I. Gerin, V.W. Dolinsky, J.G. Shackman, R.T. Kennedy, S.H. Chiang, C.F. Burant, K.R. Steffensen, J-A. Gustafsson, and O.A. MacDougald. Journal of Biological Chemistry, 280 (2005), 23024-23031. ARTICLE
LINK: Liver X receptors (LXR) alpha and beta are nuclear oxysterol
receptors with established roles in cholesterol, lipid, and carbohydrate
metabolism. Although LXRs have been extensively studied in liver and macrophages,
the importance for development and metabolism of other tissues and cell
types is not as well characterized. We demonstrate here that although
LXR alpha and LXR beta are not required for adipocyte development per
se, LXR beta is required for the increase in adipocyte size that normally
occurs with aging and diet-induced obesity. Similar food intake and oxygen
consumption in LXR beta-/- mice suggests that reduced storage of lipid
in adipose tissue is not due to altered energy balance. Despite reduced
amounts of adipose tissue, LXR beta-/- mice on a chow diet have insulin
sensitivity and levels of adipocyte hormones similar to wild type mice.
However, these mice are glucose-intolerant due to impaired glucose-induced
insulin secretion. Lipid droplets in pancreatic islets may result from
accumulation of cholesterol esters as analysis of islet gene expression
reveals that LXR beta is required for expression of the cholesterol transporters,
ABCA1 and ABCG1. Our data establish novel roles for LXR beta in adipocyte
growth, glucose homeostasis, and beta cell function.
H.M. Baseski, C.J. Watson, N.A. Cellar, J.G. Shackman, and R.T. Kennedy. Journal of Mass Spectrometry, 40 (2005), 146-153. ARTICLE
LINK: In vivo microdialysis sampling was coupled to capillary
liquid chromatography (LC)/electrospray ionization quadrupole ion trap
mass spectrometry (MS) to monitor [Met]enkephalin and [Leu]enkephalin
in the striatum of anesthetized and freely-moving rats. The LC system
utilized a high-pressure pump to load 2.5 microliter samples and desalt
the 25 micron i.d. by 2 cm long column in 12 min. Samples were eluted
with a separate pump at 100 nanoliter/min. A rapid gradient effectively
separated the endogenous neuropeptides in 4 min. A comparison was made
for operating the mass spectrometer in the MS2 and MS3 modes for detection
of the peptides. In standard solutions, the detection limits were similar
at 1-2 pM (2-4 amol injected); however, the reproducibility was improved
with MS3 as the relative standard deviation was <5% compared with 20%
for MS2 for 60 PM samples. For dialysate solutions, reconstructed ion
chromatograms and tandem mass spectra had much higher signal-to-noise
ratios in the MS3 mode, resulting in more confident detection at in vivo
concentrations. The method was successfully used to monitor the peptides
under basal conditions and with stimulation of peptide secretion by infusion
of elevated K+ concentration.
J.G. Shackman, G.M. Dahlgren, J.L. Peters, and R.T. Kennedy. Lab on a Chip, 5 (2005), 56-63. ARTICLE
LINK: A microfluidic device that incorporates continuous perfusion
and an on-line electrophoresis immunoassay was developed, characterized,
and applied to monitoring insulin secretion from single islets of Langerhans.
In the device, a cell chamber was perfused with cell culture media or
a balanced salt solution at 0.6 to 1.5 microliters/min. The flow was driven
by gas pressure applied off-chip. Perfusate was continuously sampled at
2 nanoliters/min by electroosmosis through a separate channel on the chip.
The perfusate was mixed on-line with fluorescein isothiocyanate-labeled
insulin (FITC-insulin) and monoclonal anti-insulin antibody and allowed
to react for 60 s as the mixture traveled down a 4 cm long reaction channel.
The cell chamber and reaction channel were maintained at 37 degrees C.
The reaction mixture was injected onto a 1.5 cm separation channel as
rapidly as every 6 s, and the free FITC-insulin and the FITC-insulin-antibody
complex were separated under an electric field of 500 to 600 V/cm. The
immunoassay had a detection limit of 0.8 nM and a relative standard deviation
of 6% during 2 h of continuous operation with standard solutions. Individual
islets were monitored for up to 1 h while perfusing with different concentrations
of glucose. The immunoassay allowed quantitative monitoring of classical
biphasic and oscillatory insulin secretion with 6 s sampling frequency
following step changes in glucose from 3 to 11 mM. The 2.5 cm x 7.6 cm
microfluidic system allowed for monitoring islets in a highly automated
fashion. The technique should be amenable to studies involving other tissues
or cells that release chemicals.
M. Shou, A.D. Smith, J.G. Shackman, J. Peris, and R.T. Kennedy. Journal of Neuroscience Methods, 138 (2004), 189-197. ARTICLE
LINK: An analytical method was developed to monitor amino acids
collected by in vivo microdialysis. Microdialysate was continuously derivatized
on-line by mixing 6 mm naphthalene-2,3-dicarboxyaldehyde (NDA) and 10
mm potassium cyanide with the dialysate stream in a fused silica capillary
to form fluorescent products. Reaction time, determined by the flow rate
and volume of reaction capillary, was 3 min. Derivatized amino acids were
continuously delivered into a flow-gated interface and periodically injected
onto a capillary electrophoresis unit equipped with a laser-induced fluorescence
detection based on a commercial microscope. Separation was performed in
the micellar electrokinetic chromatography mode using 30 mm sodium dodecyl
sulfate in 15 mm phosphate buffer at pH 8.0 as the separation media. An
electric field of 1.3 kV/cm was applied across a 10 cm long, 10 micron
internal diameter separation capillary. These conditions allowed 17 amino
acid derivatives to be resolved in less than 30 s. On-line injections
could be performed at 30 s intervals for in vivo samples. Detection limits
were from 10 to 30 nM for the amino acids. The method was applied to monitor
the acute ethanol-induced amino acid level changes in freely moving rats.
The results demonstrate the utility of the method to reveal dynamics of
amino acid concentration in vivo.
J.G. Shackman, CJ Watson, and R.T. Kennedy. Journal of Chromatography A, 1040 (2004), 273-282.
ARTICLE LINK:
The development of an
efficient method for high-throughput analysis of multiple electropherograms
or chromatograms collected in series is presented. The method, encoded
in a computer program designated "Cutter", utilizes batch processing for
determining chromatographic figures of merit (CFOM) including peak centroid
times, heights, areas, signal-to-noise ratios (S/N), variance (sigma squared),
skew, excess, and plate number (N) across a set of separations collected
serially. The software was validated using simulated data with varying
S/N, skew, and excess. The accuracy of the analysis was comparable to
or improved over commercial software with area calculation relative errors
(RE) below 5% for simulated data with S/N = 5. File sets containing 1300
electropherograms were analyzed in 5 min, representing a nearly 200-fold
reduction in analysis time from other methods. Incorporated within the
program is a novel method for automated peak deconvolution using an Empirically
Transformed Gaussian function. Area measurements of deconvoluted peaks
were within 3% of the true value of a simulated data set with S/N = 5
and resolution (R-sub-S) = 1 for equivalent peaks, and within 10% when
the ratio of the overlapped peak heights was 10:1.
M.G. Roper, J.G. Shackman, GM Dahlgren, and R.T. Kennedy. Analytical Chemistry, 75 (2003), 4711-4717.
ARTICLE LINK:
A microfluidic device has been developed for the determination
of insulin secreted from islets of Langerhans by a capillary electrophoresis
competitive immunoassay. Online assays were performed by electrophoretically
sampling anti-insulin antibody (Ab), fluorescein isothiocyanate-labeled
insulin (FITC-insulin), and insulin from separate reservoirs and allowing
them to mix as they traveled through a 4-cm reaction channel heated to
38 degrees C. From the reaction channel, samples were injected onto a
1.5-cm-long electrophoresis channel where the FITC-insulin and FITC-insulin-Ab
complex were separated in 5 s using an electric field of 500 V/cm. Detection
limits for insulin were 3 nM in this mode of operation. Assays could be
collected at 15-s intervals with continuous sampling and online mixing
for up to 30 min with no intervention. Relative standard deviation was
2-6% depending on the insulin concentration. Response time to a step change
in insulin concentration was 30 s. For live cell monitoring, single islets
were placed into a reservoir on the chip and fluid in the immediate vicinity
was continuously sampled to detect insulin secretion from the islet. Monitoring
of insulin secretion with electropherograms taken at 15-s intervals resolved
secretory profiles characteristic of first- and second-phase insulin secretion.
The method should be amenable to other cell or tissue types for measurements
of release with high temporal resolution.
J.G. Shackman, J.H. Giles, and M.B. Denton. In Further Developments in Scientific Optical Imaging. The Royal Chemical Society: Cambridge 2000; pp 186-201. BOOK
LINK: In recent years, major advances in lasers, optical systems,
and detectors have led to the development of Raman spectrometers capable
of sensitive and rapid analysis of a variety of samples. These spectrometers
have many highly desirable advantages, such as low detection limits and
the ability to analyze aqueous solutions. Raman spectroscopy has also
demonstrated its ability to perform quantitative analysis of multicomponent
mixtures. The application of Raman spectroscopy to qualitative and quantitative
monitoring of pharmaceutically important reactions was investigated. Two
model systems were chosen to demonstrate the effectiveness of Raman: the
esterification of ethyl alcohol with acetic acid to form ethyl acetate,
a pharmaceutical flavoring agent; and the acetylation of salicylic acid
to form acetylsalicylic acid (aspirin). It was determined that quantitative
reaction monitoring by Raman spectroscopy is possible. The method was
also sensitive to impurities within the reaction.
J.H. Giles, J.G. Shackman, and MB Denton. American Pharmaceutical Review, Winter 1999, 44-51. Abstract unavailable.
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Temple University
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