The Pennsylvania State University
The Graduate School
Department of Chemistry
ANALYSIS OF BIOGENIC AMINE
NEUROTRANSMITTERS WITH CAPILLARY
ELECTROPHORESIS
A Thesis in
Chemistry
by
Justin R. Smith
© 2009 Justin R. Smith
Submitted in Partial Fulfillment of the Requirements
for the Degree of
Master of Science
December 2009
ii
The thesis of Justin R. Smith was reviewed and approved* by the following:
Andrew G. Ewing Professor of Chemistry Professor of Neural and Behavioral Sciences J. Lloyd Huck Chair in Natural Sciences Thesis Advisor
Tae-Hee Lee Assistant Professor of Chemistry and the Huck Institute of the Life Sciences
David Boehr Assistant Professor of Chemistry
Michael L. Heien Research Associate
Barbara J. Garrison Shapiro Professor of Chemistry Head of the Department of Chemistry
*Signatures are on file in the Graduate School
iii
ABSTRACT
The complex nature of brain function makes dissecting the roles of
neurotransmitters in physiological processes such as learning and memory difficult. The
use of a model system such as Drosophila melanogaster, the fruit fly, however, simplifies
the analysis of these roles with its less complex nervous system and the ease with which
it can be genetically manipulated to form mutants. This thesis describes the examination
of the biogenic amine neurotransmitters found within Drosophila head homogenates with
capillary electrophoresis (CE) coupled to both mass spectrometric (MS) and
electrochemical (EC) detection. Following an introduction to the fruit fly and the
analytical techniques utilized to study the samples, the development of a CE system with
MS detection is described in chapter 2. Once developed, the system was used to
investigate the efficacy of different sample preparation protocols for extracting biogenic
amines and other compounds of interest from the fly samples. Extraction protocols were
further studied in chapter 3 with CE coupled to EC detection. Additionally, the
interference of eye pigment and compounds from the cuticle of the fly was examined by
comparing wild type flies with both white mutant flies that lack eye pigment and a
dissected wild type brain. Lastly, the use of MS/MS detection is discussed to identify
other possible compounds of interest found within the fly head.
iv
TABLE OF CONTENTS
LIST OF FIGURES .......................................................................................................... v
LIST OF TABLES ............................................................................................................. vi
CHAPTER 1. Analysis of neurochemicals with capillary electrophoresis ....................... 1
Overview of neuronal communication ................................................................... 1 Drosophila as a model system................................................................................ 4 Capillary electrophoresis overview ........................................................................ 6 Detection ............................................................................................................... 10 Overview of the thesis .......................................................................................... 13 References ............................................................................................................. 15
CHAPTER 2. Sample preparation methods for the extraction of biogenic amines from Drosophila melanogaster analyzed using micellar electrokinetic capillary chromatography with electrochemical detection ................................... 16 Introduction ........................................................................................................... 16 Materials and methods .......................................................................................... 18 Results and discussion .......................................................................................... 21 Conclusions ........................................................................................................... 28 References ............................................................................................................. 29
CHAPTER 3. Capillary electrophoresis coupled to mass spectrometry to aid with
the identification of unidentified peaks ................................................................. 30
Introduction ........................................................................................................... 30 Materials and methods .......................................................................................... 31 Results and discussion .......................................................................................... 34 Conclusions ........................................................................................................... 44 References ............................................................................................................. 46
CHAPTER 4. Summary and Future Directions ............................................................... 46
LC MS/MS analysis of Drosophila samples ........................................................ 47 References ............................................................................................................. 51
Appendix. Experimental compounds of interest .............................................................. 52
v
LIST OF FIGURES
Figure 1-1: Schematic of action potential ........................................................................ 2 Figure 1-2: Typical CE setup ........................................................................................... 7
Figure 1-3: MALDI-ToF schematic ................................................................................. 12
Figure 2-1: Schematic of CE-UV setup ........................................................................... 20 Figure 2-2: Data from CE-MS experiments highlighting bradykinin elution. ................. 23 Figure 2-3: Fruit fly extraction using methanol and acidified methanol ......................... 25 Figure 2-4: Mass spectra highlighting two mass to charge ratios during different time
points ..................................................................................................................... 26
Figure 3-1: Electropherogram comparison for peak identification .................................. 36 Figure 3-2: Electropherograms of fly samples prepared using different extraction
protocols ................................................................................................................ 38
Figure 3-3: Effects of eye pigment presence on fly sample electropherograms .............. 41
Figure 3-4: Electropherograms of a white fly head and dissected WT brain ................... 43 Figure 4-1: Example of a tandem mass tag ...................................................................... 50
vi
LIST OF TABLES
Table 3-1: Elution times and areas of peaks present in acidified methanol and perchloric acid extraction of wild type flies as well as those for white fly homogenates extracted in acidified methanol ....................................................... 39
Table A-1: Table of biogenic amines and metabolites of interest, including their monoisotopic masses and structures ..................................................................... 52
Chapter 1
ANALYSIS OF NEUROCHEMICALS WITH CAPILLARY ELECTROPHORESIS
The nervous system is made up of many neurons, which must communicate with
each other to regulate the various processes of the body. The release of chemicals known
as neurotransmitters is one manner in which these cells use to communicate.
Consequently, the ability to detect these neurotransmitters and their metabolites is thus
vital to understanding the mechanism behind neuronal dysfunction and disease.
Neurochemistry aims to provide an improved pharmacological, molecular, physiological
understanding of complex brain chemistries by probing the roles the transmitters play
with analytical techniques. Capillary electrophoresis (CE) is one such analytical
technique that enables the study of various chemical species ranging from amino acids
and peptides to natural products and drugs. Since the initial analysis and detection of
neurotransmitters with CE by Wallingford and Ewing1, the technique continues to push
the limits of detection necessary for neurochemical analysis. In recent years, CE remains
an applicable technique for investigating neuroscience and single cell neurobiology, able
to easily adapt to the changes in research focus.
Overview of Neuronal Communication
Neurons in the brain are connected to each other in complex networks, which
communicate via electrical and chemical signals. Stimulation of a neuron within one of
these networks elicits an electrical signal in the form of an action potential (Figure 1-1).
An action potential begins by a depolarization of the cell membrane from its negative
resting potential. In an unstimulated cell, membrane potential is dictated by the
1
Figure 1-1. Schematic of action potential transported down the axon of the neuron to the presynaptic terminal. Once the potential reaches the terminal, vesicles containing neurotransmitters fuse to the cell membrane, releasing their contents into the synapse. Neurotransmitters subsequently bind to receptors on a secondary neuron before being reuptaken by the original neuron. Reprinted with permission from reference 2. 2
2
concentration of ions inside and outside the cell. Ion channels maintain a high
concentration of potassium levels inside the cell, while sodium levels are kept low and
the negative potential of the membrane is imparted by the presence of chloride ions and
negatively charged amino acids and proteins.3 However, following stimulation, sodium
channels open and the ion rushes in, whereas potassium begins to leave the neuron. The
amount of sodium entering the cells is greater than the amount of potassium exiting,
causing the depolarization of the membrane to a positive potential. This electrical signal
is propagated down the axon (Figure 1-1-3) by the opening of sodium channels until it
reaches the presynaptic terminal. At the terminal, the electrical signal is converted to a
chemical one during exocytosis.
The process of exocytosis involves the release of compounds known as
neurotransmitters from vesicles into the space between two neurons (the synapse).
During exocytosis, vesicles in the presynaptic neuron move towards the plasma
membrane to fuse and release their contents. Transmitters are then able to bind to
receptors on the postsynaptic neuron once in the synapse. These receptors determine
whether the synapse acts in an excitatory or inhibitory manner.3 As their names imply,
the two interactions differ in the likelihood of an action potential being transmitted to the
next cell. Excitatory synapses increase the probability of the potential occurring within
the postsynaptic cell by causing sodium channels to open upon transmitter binding to the
receptor. In contrast, chloride channels often open at inhibitory synapses to lower
membrane potential further, making it harder for an action potential to occur.3 Following
receptor binding, the transmitters diffuse out of the synapse or are removed via reuptake
by the presynaptic neuron.
3
The transmitters released at these synapses can be a variety of molecules such as
amino acids, biogenic amines, and neuroactive peptides. Glutamate, glycine, and g-
aminobutyric acid (GABA) are the primary amino acid transmitters. Glutamate is often
an excitatory transmitter, but can also act in a modulatory capacity depending on the
situation.3 Glycine and GABA, however, are the major inhibitory transmitters, acting to
depress the propagation of action potentials following stimulation. Biogenic amine
transmitters include the catecholamines–dopamine, norepinephrine, epinephrine–as well
as serotonin and function in a diverse array of areas in the brain. Neuroactive peptides
are short amino acid sequences that have also been found to be pharmacologically active
in neurons. These molecules are capable of eliciting both excitation and inhibition,
depending on the targeted neurons. Because the interactions of these molecules with
neurons are complex in mammals, use of a model system such as Drosophila
melanogaster, which possesses analogous transmitters, is beneficial to examine their
roles with CE.
Drosophila as a Model System
Drosophila melanogaster, the fruit fly, is a well-studied model system that has
been used to examine complex biological processes conserved between the fly and
mammals.4-6 The use of flies is advantageous since they are small, easy to handle, and
inexpensive. In addition, they have a simple nervous system of ~200,000 neurons and a
sequenced genome with few functional redundancies. The reduced number of functional
redundancies means that if a gene is removed then there are likely no other genes that can
compensate for the loss of the initial gene, and thus the gene can be considered knocked
out. Because of these traits, genes relating to neurotransmission can be identified and
4
knocked out with relative ease compared to similar methods in mice, which are more
genetically complex. Further, the flies have a short life cycle of 3–5 weeks, allowing the
mutations to be observed in the original genetically manipulated flies as well as in future
generations within a reasonable time frame. Phenotypes observed in mutated flies can be
more easily associated with functions that were lost or gained as a result of removing a
single gene. The ease with which genes corresponding to the creation and depletion of
biogenic amines can be altered also provides an advantage with the fruit fly. Further,
since the roles of biogenic amines are conserved between flies and mammals, traits,
which include learning and memory, that are regulated by these amines can be examined
by interrogating Drosophila.7, 8
The central complex of the Drosophila brain contains four major monoamines–
dopamine (DA), octopamine (OA), tyramine (TA), and serotonin (5-HT)–each of which
have been studied at length.7 These monoamines are believed to play roles in fly motor
control, emotion, associative olfactory learning, and conditioned courtship.8 Dopamine
and 5-HT are particularly fascinating because of the roles they play in learning and
memory9-11 and reward/addiction pathways12, 13. Because of their involvement in many
vital functions, the ability to regulate of these transmitters by metabolism is important.
Several mechanisms of neurotransmitter metabolism exist, oxidation via monoamine
oxidase (MAO), N-Acetylation by N-Acetyltransferase (NAT), and methylation via
catechol-o-methyltransferase (COMT), each of which deactivate functional amines such
that they can no longer interact with receptors. N-Acetylation appears to be the major
mode of deactivation in Drosophila.14, 15 Therefore, the metabolites created by NAT are
of particular interest to examine and quantify in the fly.
5
Both mutant flies as well as wild type Drosophila can be analyzed to gain a better
understanding of the mechanisms behind the responses of the flies to environmental
stresses as well as addiction to ethanol and other drugs of abuse. For example, the white
mutant, which lacks the red and brown eye pigment found in Canton-S flies, is more
quickly sedated upon exposure to ethanol. This mutant is also completely deficient in a
protein that functions as a tryptophan transporter16, while the partially rescued mini-white
mutant has the transporter present, but in lower quantities than that found in Canton-S
flies since fewer copies of the gene coding for the protein are present. Given that the
mutation interferes with the 5-HT metabolic pathway, it would be expected that levels of
5-HT and its metabolites would decrease for the white and mini-white varieties when
compared with the wild type.17
Capillary electrophoresis overview
Capillary electrophoresis (CE) is a technique ideally suited for analyzing
neurotransmitter content in Drosophila with its low sample volume requirements and fast
separation times.18 Since CE can be used to perform separations of samples ranging from
nanoliters to femtoliters of material, it is useful for the analysis of volume-limited
samples. Also, CE has large peak capacities, which allow for the separation of numerous
analytes simultaneously. Furthermore, its compatibility with sensitive detection
techniques allows for both mass and concentration-limited samples to be examined.
In a typical CE configuration (Figure 1-2A), a high voltage is applied to a
capillary such that the anode possesses a positive charge, while the cathode is negative.
6
Figure 1-2. A) Typical CE setup; a high voltage is applied to a capillary, separating analytes by electrophoretic mobility and EOF. B) The addition of surfactant to run buffer allows neutral molecules to be separated in the MEKC mode of CE. Analytes interact with the micelles and are further separated from similarly charged molecules. C) A 5-μm carbon-fiber microelectrode is held at an overpotential and inserted into the etched end of the capillary for electrochemical detection.
7
This difference in potential across the capillary allows sample molecules to separate
based on size and charge due to electrophoretic mobility. With electrophoretic mobility,
positively charged ions move towards the cathode. A secondary force, electroosmotic
flow (EOF), however, permits the movement of negatively charged ions and neutral
molecules as well as cations. EOF is generated within the capillary by the interaction of
the negatively charged silanol groups on its interior wall with cations present in the run
buffer to form a double layer of ions. The innermost layer consists of cations strongly
bound to the silanol groups of the capillary through an electrostatic interaction. This
layer remains bound to the capillary, while the cations in the outer layer remain solvated
and travel toward the cathode with the rest of the bulk solution. The cations are pulled
slightly ahead of the bulk solution due to the combined effects of EOF and
electrophoretic mobility, while anions are retarded in solution and have a lower mobility
than the bulk solution. Since neutral molecules are not affected by the applied electric
field, they travel with the bulk solution, arriving at the cathode after the cations but
before the anions.
The presence of the electric field in CE causes the flow of solution to be different
down the capillary than in pressure-driven systems such as liquid chromatography (LC).
EOF causes the flow of the bulk solution down the capillary to have a flat profile. In LC
systems, however, the hydrodynamic flow within the column is not uniform and friction
with the walls causes fluid velocity to be greatest in the center and near zero at the walls
resulting in a parabolic flow profile. This difference in flow causes CE to have minimal
analyte band broadening during the separation, allowing for a better resolution between
peaks. Another advantage of CE is the ability to alter conditions within the capillary to
8
change the separation and obtain better resolution and peak efficiencies. For example,
while decreasing capillary diameter lowers EOF,18, 19 it also reduces the effects of Joule
heating by increasing the surface area, helping to dissipate the heat generated by the
applied voltage. The reduction of Joule heating aids in achieving better resolution by
lowering the amount that analyte bands broaden during the separation. In addition,
smaller diameters allow for smaller injection volumes, decreasing the amount of sample
necessary for analysis. However, conventional CE has one disadvantage, its incapability
to differentiate between neutral molecules since they do not interact with the electric field
and travel at the same rate as EOF.
Micellar electrokinetic capillary chromatography (MEKC), a variation of CE,
allows for the neutral molecules to elute discretely from each other by introducing
surfactant to the run buffer. In CE, elution is based on the mobility, while elution in
MEKC is based both on the mobility of the analytes and their interaction with micelles.
As seen in Figure 1-2B, when a surfactant, such as sodium dodecyl sulfate (SDS) is
added to the run buffer, the elution order of the molecules is altered because of their
interaction with the formed micelles. In general, positive molecules interact with both
the negatively charged heads and hydrophobic tails of the micelles, causing them to elute
behind both the negative and neutral particles. Different neutral molecules interact
distinctively with the micelles based on differences in hydrophobicity, hydrogen bonding,
and charge.19 The negative molecules do not interact with the micelles and consequently
elute first despite the effects of EOF. By optimizing the pH and surfactant concentration
of the buffer, several analytes can be successfully separated and detected during the
course of an experiment.
9
Detection
There are a variety of detection methods that have been coupled to CE. Some
common detection methods associated with CE include laser-induced fluorescence (LIF),
electrochemical detection (EC), and mass spectrometry (MS), each of which provides
distinct information about the analytes being separated. LIF typically uses an argon-ion
laser to excite the fluorescent analytes in a sample with the intensity of light emitted a
function of concentration present in the sample. By absorbing energy from the laser, the
sample is excited to higher electronic energy states from the ground state at the excitation
wavelength of the sample. The sample then quickly emits the energy as fluorescence at a
longer wavelength within nanoseconds of the excitation. LIF is a sensitive technique that
is capable of detecting nanomolar concentrations. However, one disadvantage with
detector is that the sample usually needs to be natively fluorescent or tagged with a
fluorescent molecule in order to be detected.20
Electrochemical detection is another concentration-based detection technique
wherein a microelectrode is placed at the end of the capillary. Most often, carbon-fiber
working electrodes are used because of their resistance to biological fouling and large
working range of detectable analytes.21 In this scheme, only electroactive molecules are
detected as they elute, increasing the selectivity of the detection. Two modes of detection
are possible with electrochemistry, amperometry and voltammetry. With amperometry,
the electrode is held at constant overpotential to ensure the complete oxidation or
reduction of the sample in order to provide a measurable current. Voltammetric
detection, however, varies the potential at the working electrode. In a sample containing
multiple electroactive analytes with similar migration times, this scheme allows for an
10
additional means of identification since each analyte produces a characteristic
voltammogram.22
Though not as popular as LIF and electrochemistry, MS offers a unique advantage
when used as the detector following CE separation, the ability to identify the separated
species based on their mass to charge ratio (m/z). As shown in Figure 1-3A, matrix
assisted laser desorption ionization (MALDI) MS utilizes soft ionization, which is ideal
for analyzing the composition of biological samples because the sample is not
fragmented. As implied by the name, MALDI employs the deposition of a matrix
solution onto the sample, which has been placed onto a metal target. This matrix
crystallizes with the sample and improves the ionization process as well as reduces the
damage caused to the biomolecules by the nitrogen laser that is ionizing the spots on the
metal plate. When coupled to a time-of-flight (ToF) analyzer (Figure 1-3B), which uses
an electric field to accelerate ions and determine the time necessary to travel to the
detector, MALDI can determine a sample’s composition based on the m/z of its ions.
Electrospray ionization (ESI) is another soft ionization MS technique well suited
for proteomics and other macromolecules. This technique is often used to look at
biological macromolecules, without the need of a matrix to assist in ionization. During
ESI, the sample is first mixed with a solvent, and then introduced into a capillary vessel
with a fine tip (nozzle) at the end. When a high voltage is applied to the nozzle, the
sample molecules become charged and pass into an evaporation chamber to form a cone
(a Taylor cone) as they exit the nozzle. The cone, however, soon disperses as the
droplets containing these highly charged molecules repel and separate from each other in
11
A
B
Figure 1-3. A) In MALDI a laser beam, typically nitrogen, is used with an excitation of 337 nm to fire at the matrix and sample. Since the matrix absorbs the energy, the sample is kept intact as it is ejected to the detector. B) ToF MS is shown where ions are accelerated in a field of known strength which results in the same kinetic energy applied to all the particles. The time it takes for the molecules to travel a known distance is recorded. Since larger molecules travel slower, a separation occurs between different molecules and the m/z is determined. Reprinted with permission from reference 23.23
12
a fine spray since they all possess the same charge. The droplets subsequently undergo a
series of divisions because the solvent in the droplets gradually evaporates with the aid of
nitrogen gas introduced into the chamber. Because the charged molecules are forced
closer together, the droplet divides to minimize the repulsion between them. This process
continues until the droplet contains a single molecule, which then passes to the detector
where a mass spectrum is generated.
Overview of the thesis
CE is an ideal technique for examining the neurotransmitter content of the low
volume, concentration limited Drosophila head with its small injection volumes and
ability to be coupled to sensitive detectors. This thesis describes the analysis of
populations of homogenized fly heads with CE combined with both mass spectrometric
and electrochemical detection to gain insight into differences in transmitter levels
between wild type and mutant strains and attempt to identify previously unknown
compounds seen during the separations. The structures and monoisotopic masses for the
neurotransmitters of interest can be found in the Appendix.
The existence of unidentified compounds observed in the MEKC separation of
Drosophila heads necessitates the use of a secondary detection technique to determine
their identity. Chapter 2 details the use of CE coupled to MALDI-ToF MS detection.
Using MALDI as a detection source, it is possible to investigate several small molecules
and peptides found in the fruit fly. Samples of known standard compounds as well as fly
homogenates were separated on a CE system, and then spotted onto a MALDI plate for
detection at different time points. The coupling of CE with MS detection necessitated
that the homogenization protocol for the fly heads be altered since the normal extraction
13
medium, perchloric acid, suppresses analyte ionization during MALDI. The use of
acidified methanol was examined for extraction of neurotransmitters from Drosophila
head tissue and found to increase the number of unique peaks seen in the spectra over
extraction with methanol alone.
Since there was an increase in the number of peaks seen with the acidified
methanol during MALDI detection, the acidified methanol protocol was also employed to
prepare samples for MEKC coupled to electrochemical detection (MEKC-EC). The
comparison of these samples to those prepared with the original perchloric acid medium
is presented in chapter 3. Electropherograms generated for each preparation were
analyzed to determine which extraction medium yielded the best ratio of neurotransmitter
amount to number of transmitters able to be detected for Canton S wild type flies. White
mutants were also utilized in the study to determine how the presence of the eye pigment
in the wild type flies affected the separation profile. Acidified methanol was found to be
the better extraction method since more neurotransmitter peaks were observed in the
resulting electropherograms. Further, the lack of eye pigments in the white mutants was
found to have fewer peaks present in the separation with no overloading peaks present in
the profile. Finally, Chapter 4 will conclude this thesis with a summary of the
experiments presented herein as well as a discussion about the future directions of this
project.
14
References
1. R. A. Wallingford and A. G. Ewing, Anal Chem, 1989, 61, 98-100. 2. Anthropology.net, Neuron Synapse, Accessed June 22, 2009. 3. E. R. Kandel, J. H. Schwartz and T. M. Jessell, eds., Principles of Neural Science,
McGraw-Hill, New York, NY, 2000. 4. S. Doronkin, L. T. Reiter and P. M. Conn, in Progress in Nucleic Acid Research
and Molecular Biology, Academic Press, 2008, pp. 1-32. 5. N. Sanchez-Soriano, G. Tear, P. Whitington and A. Prokop, Neural Development,
2007, 2, 9. 6. D. S. Woodruff-Pak, J Alzheimers Dis, 2008, 15, 507-521. 7. M. Monastirioti, Microsc Res Tech, 1999, 45, 106-121. 8. W. S. Neckameyer, Learn Mem, 1998, 5, 157-165. 9. C. W. Harley, Neural Plast, 2004, 11, 191-204. 10. J. Kulisevsky, Drugs Aging, 2000, 16, 365-379. 11. M. Nomura, International Congress Series, 1995, 1088, 189-196. 12. S. Kobayashi and W. Schultz, J. Neurosci., 2008, 28, 7837-7846. 13. S. C. Tanaka, N. Schweighofer, S. Asahi, K. Shishida, Y. Okamoto, S. Yamawaki
and K. Doya, PLoS ONE, 2007, 2, e1333. 14. T. Roeder, Annu Rev Entomol, 2005, 50, 447-477. 15. R. J. Martin and R. G. Downer, J Chromatogr, 1989, 487, 287-293. 16. M. Nakamura, S. Ueno, A. Sano and H. Tanabe, Mol Psychiatry, 1999, 4, 155-
162. 17. J. Borycz, J. A. Borycz, A. Kubow, V. Lloyd and I. A. Meinertzhagen, J Exp Biol,
2008, 211, 3454-3466. 18. J. P. Landers, ed., Handbook of Capillary Electrophoresis and Associated
Microtechniques, CRC Press, Boca Raton, FL, 2007. 19. J. P. Landers, ed., Handbook of Capillary Electrophoresis, CRC Press, Boca
Raton, FL, 1996. 20. J. N. Stuart, N. G. Hatcher, X. Zhang, R. Gillette and J. V. Sweedler, The Analyst,
2005, 130, 147-151. 21. R. M. Wightman, Science, 1988, 240, 415-420. 22. F. D. Swanek, G. Chen and A. G. Ewing, Analytical Chemistry, 1996, 68, 3912-
3916. 23. N. H. M. F. Laboratory, MALDI,
http://www.magnet.fsu.edu/education/tutorials/tools/ionization_maldi.html, Accessed 06-01, 2009.
15
Chapter 2
CAPILLARY ELECTROPHORESIS COUPLED TO MASS SPECTROMETRY TO AID WITH THE IDENTIFICATION OF
UNIDENTIFIED PEAKS
Introduction
Capillary electrophoresis (CE) is an efficient technique for separating samples
based on size and charge. Typically, both laser induced fluorescence (LIF) and
electrochemical detection are coupled to CE to identify compounds in the separation by
comparing them to known standards. One drawback to these detection schemes,
however, is that there are difficulties in determining the correct assignment of peak
identities in a complex sample when there are numerous unidentified analytes. Mass
spectrometry (MS) is ideally suited for this identification task because each analyte gives
a unique mass to charge ratio (m/z). Thus, when coupled to CE, MS data can be used to
help identify any unidentified peaks.
Matrix assisted laser desorption ionization time of flight (MALDI-ToF) is a form
of MS that can be used in conjunction with CE because it is a soft ionization technique,
which does not damage the analytes during ionization with a laser excitation source. This
phenomenon occurs due to the use of a matrix, typically either α-cyano-4-
hydroxycinnamic acid (CHCA) or 2,5-dihydroxybenzoic acid (DHB), which absorbs the
energy from the laser and distributes it such that the sample is ionized and allowed to
travel to the detector. The matrix also serves a secondary purpose, to preserve the sample
for hours, and in some cases even years, protecting it from oxidation1. This preservation
is particularly beneficial for sensitive biological samples prone to degradation or
16
oxidation and is not available when using other MS techniques. With MALDI-ToF, it is
possible to determine the m/z of important peaks in a sample. Once this m/z data has
been obtained for any peaks of interest, identification of the molecule that corresponds to
each peak can be obtained in a MS/MS mode of MALDI. With MS/MS, a molecular ion
of interest is bombarded with a heavy gas fragmenting the ion. These fragments can later
be combined to determine the structure of the whole molecule. The identity of these
compounds can then be used to quantitatively monitor changes in the amount of the
molecular species in samples with CE.
This chapter details the development of a CE device coupled to MS to help
determine the identity of unidentified peaks in samples of Drosophila melanogaster
heads observed in previous experiments using MEKC with electrochemical detection
(MEKC-EC). Drosophila is a model system in which the roles of biogenic amine
neurotransmitters in learning and memory and addiction are conserved between the fly
and mammals.2, 3 Because flies are inexpensive, possess a less complicated nervous
system, and are more easily genetically manipulated than mammals, they offer a more
simple means to examine how neurotransmitter and metabolite levels are altered upon
exposure to external stimuli or behavior changes. Once developed, the CE-MS system
was used to investigate the contents of populations of Drosophila heads. Both methanol
and acidified methanol extraction of fly heads were examined during this study to
determine which of the two yielded the most unique peaks in the mass spectrum.
Analysis of the data shows that the alteration of the extraction protocols used for
Drosophila caused differences in the number of peaks detected as well as the quantity of
compounds present in the samples under investigation.
17
Materials and Methods
Reagents. All compounds employed during experiments were purchased from Sigma (St.
Louis, MO) unless otherwise indicated and used as received. The N-Acetyl dopamine
(naDA) and N-Acetyl octopamine (naOA) were obtained from the NIMH Chemical
Synthesis and Drug Supply Program. All standards (see Appendix for compounds and
structures) were prepared as 10 mM stock solutions in 0.1 M perchloric acid and were
diluted to the desired concentration with additional perchloric acid solution.
Drosophila Strains and Homogenate Preparation. Canton S flies, a wild type
Drosophila strain, were maintained in the Han laboratory (Department of Biology,
Pennsylvania State University) and used to obtain head homogenates. Flies were
cultured on standard cornmeal/agar medium and collected between 2 and 4 days after
emerging from pupal cages. Prior to homogenization, populations of flies (40-50 flies
per population) were transferred to conical tubes and allowed to rest (approximately five
minutes) to minimize deviations from basal biogenic amine levels due to changes in
environment. The tubes were then submerged into liquid nitrogen to instantaneously
euthanize the flies and preserve the samples. Fly heads were dislodged from the bodies
by alternating the submersion into the liquid nitrogen and vortexing of the tubes as
needed until the flies were decapitated.
The fly heads were subsequently separated from the bodies and placed in a
commercial glass tissue homogenizer (Kontes Glass Co., Vineland, NJ). Heads were
homogenized until the tissue was broken up, and then homogenization liquid (either
methanol or acidified methanol–a mixture of 80% methanol/distilled water/acetic acid in
a 90/9/1 ratio) added. The sample was further homogenized and supernatant from the
18
mixture was collected and centrifuged at 4 oC through a 10-kDa filter at 14000 rpm for 90
minutes. The samples were subsequently speed vacuumed for pre-concentration
purposes before being reconstituted in 5 μL of 5% methanol.
Instrumentation and Analysis. The CE system with on-column UV-VIS detection
utilized in this study was built in-house as previously described4 and is shown in Figure
2-1. Briefly, 60 cm of fused-silica capillary (o.d. of 350 μm and i.d. of 75 μm, Polymicro
Technologies, Phoenix, AZ) was used for all separations. A window in the polyimide
coating was flame etched approximately 45 cm from the end of the capillary for on-line
UV-VIS detection. A second capillary and aluminum grounding wire were attached at
the detection end of the separation capillary with silver paint to introduce matrix solution
and to create a potential difference across the first capillary, respectively. Matrix solution
was introduced into the second capillary through a needle interface attached at the inlet of
the capillary from syringe loaded onto syringe pump (Harvard Apparatus, Holliston,
MA). This configuration permitted the continuous flow of matrix solution to the MALDI
spotter plate during the separation.
The separation capillary was filled with run buffer using a stainless steel reservoir
pressurized to 400 psi with helium. Separations were performed in 2.5 mM borate buffer
containing 30% acetonitrile, adjusted to pH 9.5. The buffer was filtered with a 0.2-μm
nylon filter (Alltech, Deerfield, IL) prior to use. An in-house LabView 7.1 (National
Instruments, Austin, TX) program was used to interface with the CE-UV system to
record separations and automate sample injections. Sample injections were performed
electrokinetically at 5 kV for 30 seconds. During the separation, the matrix solution was
19
Figure 2-1. A schematic of the CE-UV setup. The high voltage power supply is attached to an interlock box and operated by an in-house written Labview program. The supply applies a voltage across the separation capillary to separate analytes of interest. Simultaneously, a syringe pump is used to supply matrix through the second capillary. The separation capillary is run through the UV-VIS detector to verify that a separation is occurring. Both capillaries are joined together past the detector with silver epoxy, and a grounding wire (orange) added to create a potential difference across the capillary so a separation can occur. The magnified inset shows that analyte is spotted on a MALDI plate, which moved during the course of the experiment from spot to spot using an x, y, z stage.
20
set to flow at 0.5 μL/min from the syringe pump. Using an x, y, and z motorized stage
(SD instruments, Grants Pass, OR), the MALDI plate was moved from spot to spot every
five minutes during the separation collecting 1 μL per spot. Once the sample was
crystallized, the sample was taken to a MALDI-MS instrument for analysis.
MALDI-MS detection was completed on a M@LDI L/R (Waters, Milford, MA)
at the Proteomics and Mass Spectrometry Core Facility at the Pennsylvania State
University. Additionally, a Q-Star quadrupole MS/MS (Applied Biosystems, Foster City,
CA) in the Winograd lab (Department of Chemistry, Pennsylvania State University) was
also used for MALDI experiments. Mass lynx (Waters) and Analyst (Applied
Biosystems) software was used to examine the collected mass spectra from these
instruments.
Safety Considerations. An in-house safety interlock box was utilized to protect the user
from high voltage.
Results and Discussion
CE-MS System. An instrumental system was initially constructed to facilitate the
coupling of CE with MALDI-MS detection that incorporates the simultaneous delivery of
separated sample analytes and matrix solution onto a MALDI spotter plate. As shown in
Figure 2-1, the system consists of one capillary used to inject the sample and perform the
separation as well as a second capillary through which matrix solution is dispensed via a
syringe pump. The constant flow of solution from the matrix capillary functioned as the
cathode for the separation capillary completing the circuit for the voltage being applied.
A MALDI plate was then placed underneath the end of the two capillaries on a motorized
stage to allow the combined eluent and matrix to be spotted at regular intervals. Once the
21
CE system was constructed, separations in the capillary were verified using a UV-VIS
detector placed approximately 45 cm from the injection end of the capillary.
Validation of the CE System. Experiments were carried out to determine the matrix that
offered the best ionization of the fruit fly extracts, while minimizing the interference of
matrix peaks with analyte peaks. The most common matrix solutions, DHB and CHCA,
were tested to determine if any matrix peaks interfered with peaks of interest. Of the two,
the MALDI spectrum of CHCA alone was found to have the least amount of interference
with known compounds of interest. With CHCA chosen as the optimal matrix, a standard
sample containing several neurotransmitters and small peptides was prepared and
separated in the system to investigate whether the compounds could be detected. Figure
2-2 displays both unseparated and separated standard samples as detected by MALDI
ToF. Analysis of the unseparated sample produced a spectrum (Figure 2-2A) containing
a large number of distinguishable peaks indicative of the 100 μM standards (notably, leu-
enkephalin at m/z 556 and bradykinin at m/z 1060.8). Three standard compounds, leu-
enkephalin, bradykinin, and dopamine (m/z 154), were then monitored in the spectra
corresponding to 5-minute time intervals from the separation (plotted in a selected ion
electropherogram in Figure 2-2B). It was observed that of these compounds dopamine
eluted from the capillary first, spotted onto the MALDI plate between five and ten
minutes. Bradykinin exited the capillary between five and fifteen minutes after the
separation commenced and was therefore present in two different spots. This observation
is likely due to the compound beginning to elute at the end of one time interval and
continuing on to the next. The counts observed for bradykinin during these intervals
support this explanation. Changes in the sample spectra displayed in Figures 2-2C-F
22
Fi
gure
2-2
. Ana
lysi
s of
sta
ndar
d co
mpo
unds
and
pep
tides
with
MA
LDI-
ToF.
A) S
pect
rum
of s
tand
ards
and
pep
tides
whe
re a
rrow
s in
dica
te le
u-en
keph
alin
(m/z
556
) and
bra
dyki
nin
(m/z
106
0.8)
. B
) Sel
ecte
d io
n el
ectro
pher
ogra
m o
f bra
dyki
nin,
leu-
enke
phal
in a
nd
dopa
min
e (m
/z 1
54) e
lutin
g th
roug
h th
e ca
pilla
ry o
ver t
ime
and
dete
cted
usi
ng M
ALD
I. C
-F) S
pect
ra o
f elu
ent s
pots
at t
ime
poin
ts 5
, 10
, 15,
and
20
min
utes
resp
ectiv
ely
whe
re a
rrow
s ind
icat
e th
e m
/z o
f bra
dyki
nin.
23
further illustrate the separation occurring in the capillary via the presence or absence of
bradykinin at each time interval.
Examining Extraction Method Efficacy. Following the validation of the CE-MS system
with standards, samples of fly head homogenates were separated and spotted onto the
MALDI plate for analysis. It was determined early on in the experiments that the
previously employed extraction protocol5, 6 was least optimal to use with the CE-MS
system. This protocol included the use of perchloric acid as an extraction medium, which
prevents the spotted eluent and matrix from crystallizing, thus precluding MALDI
detection. Consequently, new media had to be employed for the experiments to extract
biogenic amines and metabolites from within cells and vesicles in the fly heads. Two
types of extraction media, methanol and acidified methanol, were investigated to
determine which yielded the greatest number of peaks and therefore compounds from
fruit fly extracts (Figure 2-3). While both methods generated spectra with multiple
peaks, the fly sample extracted with acidified methanol had an increased number of peaks
present in the sample versus methanol alone, indicating that more compounds were
extracted. It is possible that methanol, as an organic solution, was capable of extracting
organic compounds present in the fly heads and solubilizing the lipid membranes of cells
and vesicles. Acidified methanol, however, was capable of extracting more compounds
since its methanol component could interact with organic compounds in the sample,
while the acid interacted with aqueous compounds to yield more peaks with both
extraction mechanisms.
24
Figure 2-3. Analysis of fruit fly heads homogenized using methanol (A) and acidified methanol (B) as extraction media, respectively. Samples were placed on a MALDI plate with CHCA matrix, then analyzed with MALDI-ToF.
25
Fi
gure
2-4
. M
ass
spec
tra o
f tw
o m
/z r
egio
ns d
urin
g di
ffer
ent
time
poin
ts f
rom
the
sep
arat
ion
of f
ruit
fly s
ampl
e ex
tract
ed w
ith
acid
ified
met
hano
l. S
pect
ra o
btai
ned
from
the
5-m
inut
e tim
e po
int o
f the
sep
arat
ion
deta
il th
e m
/z ra
nge
for 1
30 to
180
in A
and
690
to
740
in B
. C
and
D d
ispl
ay th
e sp
ectra
of t
he s
ame
two
regi
ons,
resp
ectiv
ely,
at t
he 1
0-m
inut
e tim
e po
int.
The
se s
pect
ra il
lust
rate
th
at c
hang
es o
ccur
ring
over
tim
e du
e to
the
sepa
ratio
n of
frui
t fly
sam
ples
can
be
obse
rved
with
MS.
26
Upon identification of acidified methanol as the better extraction medium for the
fly samples, samples prepared in this manner were separated on the CE-MS system.
Figure 2-4 displays two different m/z ranges in the mass spectrum for five (A and B) and
ten-minute (C and D) time points in the separation. As was observed with the standard
separations, the spectra of the fly samples changed over time with the m/z 151.10 and
693.17 peaks prominent at five minutes, but absent in the ten-minute frame. In their
place, m/z peaks 140.56, 168.02, and 720.89 were dominant at ten minutes. The ability
to detect these peaks, though they do not correlate to current compounds of interest, is
significant because it illustrates the sensitivity of the MALDI detection, since the number
of moles present in the fruit fly samples is significantly lower than that present in
standards.
Preliminary MS/MS Analysis. In order to identify the peaks changing during the MALDI
detection of the fly extract separations, more experiments must be completed using
MS/MS instrumentation. Preliminary experiments with standard compounds using a Q-
Star MS/MS instrument were performed in collaboration with the Winograd Lab to
demonstrate the instrument’s ability to help identify the small molecules and peptides that
likely correspond to the unknown peaks observed with both MS and electrochemical
detection. The Q-Star employed a quadrapole mass filter to isolate a m/z window such
that only that a single analyte is analyzed at a time to help identify these compounds. In
this window, MS/MS was used to bombard the molecular ion into fragments that can
later be reassembled based on the fragmentation pattern to make a positive identification.
For instance, standards of dopamine and octopamine, which have the same molecular
weight and cannot be distinguished with MALDI-ToF alone, were identifiable as separate
27
species with this technique. Thus far, however, MS/MS studies of fly extract samples
were inconclusive because not enough sample was present to perform both the initial MS
data collection to select a peak of interest and MS/MS fragmentation.
Conclusion
A system was constructed that effectively couples the separation ability of CE
with the identification capabilities of MS. Both samples containing standard solutions
and fly extracts were examined using the CHCA matrix to investigate the identities of
previously unidentified peaks from MEKC-EC separations. In addition, acidified
methanol was determined to be the extraction medium, yielding the greatest number of
observable peaks following extraction of Drosophila head contents. Though preliminary
experiments were completed with a Q-Star MS/MS instrument, more experiments are
needed to confirm the identity of the previously unidentified peaks seen in MEKC-EC.
28
References
1. E. V. Romanova, S. S. Rubakhin and J. V. Sweedler, Analytical Chemistry, 2008, 80, 3379-3386.
2. M. Monastirioti, Microsc Res Tech, 1999, 45, 106-121. 3. W. S. Neckameyer, Learn Mem, 1998, 5, 157-165. 4. J. S. Page, S. S. Rubakhin and J. V. Sweedler, Analyst, 2000, 125, 555-562. 5. T. L. Paxon, P. R. Powell, H.-G. Lee, K.-A. Han and A. G. Ewing, Anal Chem,
2005, 77, 5349-5355. 6. P. R. Powell, T. L. Paxon, K. A. Han and A. G. Ewing, Anal Chem, 2005, 77,
6902-6908.
29
CHAPTER 3
EXAMINATION OF DIFFERENT EXTRACTION PROTOCOLS FOR DROSOPHILA MELANOGASTER HEADS USING MICELLAR ELECTROKINETIC CAPILLARY CHROMATOGRAPHY WITH
ELECTROCHEMICAL DETECTION
Introduction
The fruit fly, Drosophila melanogaster, has been widely used to study
neurobiology because of its small size, short life cycle, and less complex nervous system.
In addition, many aspects of sensory processing and higher order brain functions are
highly conserved between Drosophila and mammals making them an invaluable resource
for understanding neuronal processes and behavior. Furthermore, the roles of biogenic
amine neurotransmitters such as dopamine (DA) and serotonin (5-HT) are also conserved
between fruit flies and mammals in the central nervous system1 with respect to the
regulation and modulation of learning and memory as well as reward and addiction.2
In order to better understand the roles of these neurotransmitters, micellar
electrokinetic capillary chromatography with electrochemical detection (MEKC-EC) has
been used to distinguish between and monitor changes in biogenic amine levels in
Drosophila.3, 4 MEKC is a mode of capillary electrophoresis (CE) wherein the addition of
micelles to the run buffer enhances the selectivity between the similarly charged and
sized biogenic amines. Furthermore, selectivity in the analysis is also imparted by the
use of amperometry as the electrochemical detection scheme since non-electroactive
species are not detected. With this technique, the content of biogenic amines and their
metabolites extracted from the head tissue of different flies can be examined. The
medium employed for this extraction is particularly important for the analysis since it
30
dictates the types and amounts of compounds obtained during the homogenization of the
fly heads. For instance, because the perchloric acid is unable to interact with the lipid
membranes of cells and vesicles to free the biogenic amines from these compartments,
the mechanical action of the tissue homogenizer’s pestle to break up the cellular tissue is
the primary means to extract these aqueous compounds. The use of both acid and an
organic medium such as the acidified methanol utilized in chapter 2, however, allows for
the interaction of the acid with aqueous compounds, while also allowing the methanol to
interact with the lipids found in the cellular and vesicular membranes.
This chapter describes the investigation of two different extraction protocols to
determine which yielded the greatest amount of detectable neurotransmitters and
metabolites out of the fruit fly heads with MEKC-EC analysis. It was found that the
acidified methanol extraction of wild type flies permitted the detection of serotonin (5-
HT) with the borate/sodium dodecyl sulfate (SDS) run buffer, which had been absent
with previous extraction techniques.3 In addition, electropherograms generated from
homogenized populations of wild type flies were compared to those obtained from
populations of mutants with no eye pigment (white) to examine the hypothesis that the
eye pigment of the wild type fruit fly head causes interference with the detection of the
desired neurotransmitters. Further, separation profiles for the white mutants were also
compared to a wild type brain removed from the cuticle to further investigate how the
presence of cuticle compounds affects the electropherograms.
Materials and Methods
Reagents. All compounds were purchased from Sigma (St. Louis, MO) unless otherwise
indicated and used as received. The N-Acetyl dopamine (naDA) and N-Acetyl
31
octopamine (naOA) were obtained from the NIMH Chemical Synthesis and Drug Supply
Program. A 48% aqueous solution of hydrofluoric acid (HF) was obtained from Aldrich
(Milwaukee, WI). All standards (compounds and their structures are detailed in the
Appendix) were prepared as 10 mM stock solutions in 0.1 M perchloric acid and were
diluted to the desired concentration with additional perchloric acid solution.
Drosophila Strains and Homogenate Preparation. Canton S flies, a wild type
Drosophila strain, and white mutant flies were maintained in the Han laboratory
(Department of Biology, Pennsylvania State University) and used to obtain head
homogenates. These white mutants lack the red and brown eye pigments found in wild
type flies and were used to determine the effects of eye pigment on the separation profiles
observed with MEKC-EC. Flies were cultured on standard cornmeal/agar medium and
collected between 2 and 4 days after emerging from pupal cages. Homogenization
protocols were previously described in chapter 2. Briefly, populations of flies (40-50
flies per population) were transferred to conical tubes and allowed to rest (approximately
five minutes) prior to homogenization. The tubes were then submerged into liquid
nitrogen to instantaneously euthanize the flies and preserve the samples. A combination
of liquid nitrogen submersion and agitation by vortex of these tubes was subsequently
used to dislodge the fly heads from the bodies. The process was repeated until all flies
were decapitated.
The fly heads were subsequently separated from the bodies and placed in a
commercial glass tissue homogenizer (Kontes Glass Co., Vineland, NJ) Heads were
homogenized until the tissue was broken up, and then homogenization liquid (either 0.1
M perchloric acid or acidified methanol–a mixture of 80% methanol/distilled water/acetic
32
acid in a 90/9/1 ratio) was added. The sample was further homogenized to help extract
the biogenic amine content from the tissue. The supernatant was collected from the
mixture and centrifuged at 4 oC through a 10-kDa filter at 14000 rpm for 90 minutes.
The samples were subsequently speed vacuumed for pre-concentration purposes before
being reconstituted in 5 μL of 5% methanol.
Instrumentation and Analysis. The CE system with end-column amperometric detection
utilized in this study was built in-house and has been described previously5. Briefly, 45
cm of fused-silica capillary (o.d. 148 μm and i.d. 14 μm, Polymicro Technologies,
Phoenix, AZ) was used for all separations. Prior to separation, approximately 2 mm of
the polyimide coating was removed from the capillary tip to expose the fused silica,
which was placed in HF for 12 min while helium pressure was applied to the other end at
250 psi to enlarge the outlet. The same segment was then placed in a sodium bicarbonate
solution to neutralize the acid and then rinsed with distilled water. This enlargement of
the outlet capillary i.d. facilitated microelectrode placement and increased the
coulometric efficiency of the electrochemical detection.6
Capillaries were filled with separation buffer (25 mM Borate buffer, 50 mM SDS,
and 2% 1-propanol, adjusted to pH 9.5) using a stainless steel reservoir pressurized to
400 psi with helium. Buffer solutions were filtered with a 0.2-μm nylon filter (Alltech,
Deerfield, IL) prior to use. Injections were performed electrokinetically at 5 kV for 5 s.
In-column amperometric detection was carried out in a 2-electrode format with a 5-μm
carbon-fiber microelectrode held at +0.75 V versus a Ag/AgCl reference electrode
(World Precision Instruments, Sarasota, FL). Faradaic currents generated by the
oxidation of the analyte species in the samples were amplified with a current amplifier
33
(Keithley model 427, Cleveland, OH) and collected with a LabView 7.1 interface
(National Instruments, Austin, TX). Origin Pro 8 was used to plot the collected
electropherogram data to examine and identify peaks of interest. An in-house LabView
program was used to perform data analysis for the determination of individual peak areas
in all electropherograms.
Safety Considerations. An in-house safety interlock box was utilized to protect the user
from high voltage. Since HF could cause severe burns, it was used with extreme care.
HF was neutralized with sodium bicarbonate before disposal.
Results and Discussion
The small nature of the Drosophila brain and the compartmentalization of
neurotransmitters and metabolites within cells and vesicles render the initial tissue
extraction vital when analyzing these compounds from the volume-limited sample (brain
volume is approximately 5 nL). Traditionally,3-5 0.1 M perchloric acid was used as the
extraction medium during fly head homogenization due to its ability to minimize the
oxidation of the transmitters and metabolites of interest upon their exposure to oxygen in
the air and to inactivate the enzymes that degrade these compounds within the brain. The
acidic nature of this protocol, however, interfered with the MALDI detection scheme as
discussed in chapter 2. Fly samples were consequently homogenized with either
perchloric acid or acidified methanol. These samples were examined to determine
whether the large number of peaks observed with the acidified methanol preparation
during the MALDI experiments in chapter 2 translated to an increase in the number the
compounds perceived with MEKC-EC when compared to the perchloric acid protocol.
34
Protocol for Identifying Biogenic Amine and Metabolite Peaks. The identification of
biogenic amines and their metabolites in electropherograms generated from the
separation and detection of the fly head homogenates involved the comparison of
separations of a standard compound solution, the fly homogenate, and a spiked fly
homogenate. The standard solution contained the biogenic amines and metabolites of
interest at a concentration of 100 μM. This solution was separated prior to experimental
runs of fly homogenates with MEKC-EC to determine the migration times of each
compound for each new capillary. The elution order and relative migration times were
determined in advance for each compound individually. Fly homogenate samples were
then separated in the capillary, followed by a spiked fly sample. This spiked fly sample
consisted of the previously run fly homogenate combined with 1 μL of the standard
mixture. The inclusion of the standard mixture with the fly homogenate amplified the
peaks of interest present within the fly and aided in peak identification.
Once each of these samples was run, the collected data was plotted as
electropherograms, which were compared to each other to identify the peaks of interest in
the fly sample (Figure 3-1). While migration time comparisons could be made simply by
comparing the fly homogenate to the standard solution, the spiked sample accounted for
changes in the separation profile caused by the presence of additional unidentified peaks.
Using the standard solution and the spiked sample, the presence of biogenic amines such
as serotonin (5-HT, orange arrows) and dopamine (DA, black arrows) could be identified
in the fly as seen in Figure 3-1B.
35
Figure 3-1. Electropherogram comparison for peak identification in fly head homogenate samples. A) A separation of a standard mixture (blue trace) is compared to both a fly sample (red trace) and a spiked fly sample (green trace) to determine the identity of compounds of interest within the fly sample based on migration times and the presence of unidentified electroactive molecules within the sample. B) Magnification of the boxed in A highlighting the 5-HT (orange arrows) and DA (black arrows).
36
Comparison of Extraction Media. These identification procedures were used to compare
the extraction capabilities of perchloric acid and acidified methanol to determine the
optimal extraction solution. The electropherograms for the two protocols both displayed
multiple peaks generated by the oxidation of electroactive species at the microelectrode,
indicating that each medium was able to extract compounds from the fly heads (Figure 3-
2). As shown in Table 3-1, perchloric acid and acidified methanol solutions were both
effective in extracting DA, octopamine (OA), and the DA precursor, L-DOPA from the
sample. However, upon closer inspection of the acidified methanol sample separation,
this preparation method was found to yield a greater number of distinguishable peaks.
Though many of those peaks remain unidentified at this point in time, 5-HT was notably
detected with this extraction method, eluting at 280 s, while it was absent in the
separation of perchloric acid sample. The identity of this peak as serotonin was
confirmed by running standard solutions prior to each fly separation as well as a spiked
sample of the fly with the standards.
Another interesting difference between the sample preparation protocols involved
the size of the detected L-DOPA peak in the electropherograms. For the perchloric acid
preparation, the L-DOPA peak was noticeably larger than that observed with acidified
methanol. This phenomenon was not exclusive to L-DOPA, but was also apparent for the
other peaks detected with this extraction medium. These results could indicate that while
acidified methanol was capable of extracting more material from the fruit fly heads,
perchloric acid was more efficient for extraction of certain compounds such as L-DOPA.
37
Figure 3-2. Electropherograms of wild type flies extracted with acidified methanol (red trace) and perchloric acid (blue trace). The appearance of 5-HT is highlighted in the acidified methanol separation only, while L-DOPA is present in both traces.
38
Table 3-1. Elution times and peak areas present after sample preparation with perchloric acid solution or acidified methanol solution for wild type (WT) flies, as well as white flies extracted with acidified methanol (n=3 for all sample types). Resolved peaks of known compounds are listed below as well as various unidentified peaks for each separation. Separations following sample preparation with acidified methanol result in the greatest number of peaks, whereas sample preparation with perchloric acid solution results in more peaks having a greater amount of material present in them. Perchloric acid
WT Acidified methanol WT Acidified methanol white
Compound Time (s) Area (pC) Time (s) Area (pC) Time (s) Area (pC)Serotonin NA NA 280 9.85 276 3.53 Dopamine 380 31.1 380 2.22 NA NA Catechol 824 5.78 821 5.03 822 5.88 Octopamine 411 103 411 3.57 NA NA L-DOPA 1050 2,730 1057 91.0 1049 14.7 Unidentified Peak 1 321 4.92
2 342 5.40 345 3.60 3 444 53.1 447 1,250 447 2.35 4 573 92.0 573 23.1 571 19.2 5 597 77.0 6 600 7.97 610 48.4 611 27.9 7 1095 822 8 1263 2,350 1275 78.0 9 1347 3,850 685 9.95
39
The more efficient extraction of L-DOPA and other compounds by perchloric acid might
be caused be more rapid denaturing of the enzymes that cause the degradation of the
biogenic amines when compared to acidified methanol. Another possibility might be that
the larger peaks observed with the perchloric acid extraction were simply multiple
compounds that co-eluted, generating a larger single peak rather than several smaller
ones. This hypothesis might have merit as there was a second peak next to L-DOPA in
the acidified methanol separation that was not present in the perchloric acid extraction of
the wild type fly populations.
Influence of Eye Pigment on Separation Profiles. During the examination of the
separations for wild type fruit flies, numerous unidentified peaks were found to be
present. It has been postulated that at least some of these peaks were due to the eye
pigments found in the Canton S flies. To investigate how many of the unidentified peaks
observed in the electropherograms result from eye pigments, acidified methanol
extractions of both wild type and white mutant flies were carried out followed by MEKC-
EC analysis. Wild type flies are known to have two different eye pigment types, one red
and one brown. The red eye pigment comes from a pterin molecule called pteridine
(Figure 3-3A) that is soluble in organic solution. While the brown pigment comes from
ommochrome (Figure 3-3B), which is soluble in aqueous solution. The structures of
these molecules are electroactive and can be oxidized at the detection electrode. Further,
the molecules also have several amine sites that are capable of reacting with other
molecules as well. Finally, these molecules are likely present at higher concentrations
than the neurotransmitters being investigated. Thus, the presence of these molecules
could result in large peaks in the electropherograms and might consequently obscure
40
Figure 3-3. Effects of eye pigment presence on fly sample electropherograms. A) Structure of pteridine, the red eye pigment. B) Structure of ommochrome, the brown eye pigment. C) Electropherograms of a wild type fly homogenate (blue trace) and a white mutant homogenate (red trace). In both samples, 5-HT and L-DOPA are identifiable with the extraction and separation parameters.
41
peaks of interest. Mutant white flies, however, lack these pigments and can serve as a
negative control for these separations.
A comparison of electropherograms from wild type and white Drosophila samples
is shown in Figure 3-3. The large unidentified peaks observed in the wild type sample
were no longer evident in the white fly separation; rather, only smaller, less pronounced
peaks were observed. Despite the diminutive nature of these peaks, 5-HT, DA, OA, L-
DOPA could be identified in the electropherograms (Figure 3-3C and Table 3-1) based
on comparisons of the white fly sample separations with both standard mixture and
spiked white fly homogenates. The changes observed in the white fly samples versus the
wild type flies could be explained in two ways. Either the white fly potentially had more
differences in the genome than simply those effects observed with eye pigment and might
have a smaller amount of neurotransmitters present, or the peaks that were absent might
be generated by the oxidation of eye pigment and other compounds. The determination
of the factors causing the differences in the electropherograms between the two samples
could not be established with the current data.
Effects of Cuticle Compounds on Separation Profiles. A further investigation was
performed using a single brain from a wild type fly and white mutant fly homogenates.
By dissecting the brain out of the wild type fly, not only were the effects of the eye
pigments on the separation removed, but any interference caused by compounds in the
cuticle was also eliminated. Figure 3-4 shows a comparison of the white mutant sample
(blue trace) versus a dissected brain (red) from a Canton S fly. In both separations, the
electropherograms contained fewer large peaks when compared with the wild type whole
head. However, in the white mutant, the peaks were also considerably smaller when
42
Figure 3-4. Comparison of electropherograms generated for a dissected wild type brain (red trace) and white head homogenate sample (blue trace). Because the white sample does not have large, overloading peaks as compared to the wild type brain sample, the cuticle was determined not to interfere with identifying peaks of interest in the electropherograms.
43
contrasted against the wild type fly brain extract. This result might support the
hypothesis that there are lower neurotransmitter levels in the white mutants as was
recently reported by Borycz et al.7 Because both samples of the whole head white flies
(containing cuticle) and the dissected brain (no cuticle) did not produce the large,
overloading peaks observed with the wild type whole head homogenates, it was unlikely
that any compounds present from the cuticle interfere with the separation itself, although
its rigid nature might inhibit complete disruption of the brain tissue during
homogenization.
Conclusion
The effects of 0.1 M perchloric acid and acidified methanol on fly head extraction
were examined using wild type Drosophila heads and MEKC-EC analysis. Sample
preparation with acidified methanol was found to lead to an increase in the number of
distinguishable peaks in the separation. Notably, this leads to the detection of 5-HT in
these samples, which was previously absent with the perchloric acid sample preparation
was used for separations in borate buffer. Sample preparation with perchloric acid
solution, however, appears to extract a larger a quantity of some compounds.
Furthermore, a comparison of electropherograms of wild type and white mutant fly
samples was used to determine that the large, overloading peaks observed with wild type
head homogenates were likely due to eye pigment molecules since these same peaks are
missing in separations of the white fly samples that do not contain the pigments. Lastly,
the cuticle was not determined to have a negative contribution to the separation when the
analysis of white fly head homogenates and a dissected wild type brain was contrasted.
44
References
1. R. Fernández-Chacón and T. C. Südhof, Annual Review of Physiology, 1999, 61, 753-776.
2. J. Bergquist, A. Sciubisz, A. Kaczor and J. Silberring, J Neurosci Methods, 2002, 113, 1-13.
3. T. L. Paxon, P. R. Powell, H.-G. Lee, K.-A. Han and A. G. Ewing, Analytical Chemistry, 2005, 77, 5349-5355.
4. P. R. Powell, T. L. Paxon, K. A. Han and A. G. Ewing, Anal Chem, 2005, 77, 6902-6908.
5. P. J. Ream, S. W. Suljak, A. G. Ewing and K.-A. Han, Analytical Chemistry, 2003, 75, 3972-3978.
6. S. Sloss and A. G. Ewing, Analytical Chemistry, 2002, 65, 577-581. 7. J. Borycz, J. A. Borycz, A. Kubow, V. Lloyd and I. A. Meinertzhagen, J Exp Biol,
2008, 211, 3454-3466.
45
CHAPTER 4
FUTURE DIRECTIONS
The preceding chapters of this thesis have focused on the coupling of capillary
electrophoresis (CE) with mass spectrometric and electrochemical detection to gain a
better insight into the roles of biogenic amine neurotransmitters in Drosophila
melanogaster. Because several roles of biogenic amines are conserved between
Drosophila and mammals, the ability to monitor changes in neurotransmitter levels is of
particular importance. In chapter 2, MALDI mass spectrometry (MS) was used as a
detection scheme to aid in the identification of unidentified peaks seen with MEKC-EC
as well as to investigate the effects of different extraction solutions on analyte content
obtained from fruit fly homogenates. Of the extraction solutions, acidified methanol was
found to give the most unique peaks from the fly samples that did not interfere with peaks
from the matrix or buffer solution. Since the use of acidified methanol solution was
found to increase the number of peaks observed from fly samples, the effects of this
extraction technique on samples analyzed with MEKC-EC were compared with samples
prepared using extraction with perchloric acid solution in chapter 3. While both
perchloric acid and acidified methanol solutions can be used to extract multiple
compounds present within Drosophila, a peak for serotonin was observed in the
separation following sample preparation with acidified methanol. Serotonin was not
detected with the current separation parameters using extraction with perchloric acid
solution. Further, compounds in the heads of white flies and dissected wild type fly
brains were also separated. The results of these experiments appear to indicate that the
46
outer cuticle of the fruit fly head as well as the eye pigment might play a role in
obscuring the separation of the desired neurotransmitters.
The use of electrochemical as well as mass spectrometric detection can be
combined in order to gain a greater insight into changes in physiological processes
dictated by biogenic amines. Since it has been shown that there are differences between
fruit fly heads and their extracted brains, it might be possible to apply MALDI MS to the
analysis of both fly head and brain samples and then compare the two spectra in order to
identify what compounds are present in the head, but not from the brain itself. However,
it might be difficult to obtain enough dissected brains for analysis to have a sufficient
number of moles of sample present on the MALDI plate to be detected. Typically for fly
population studies, 40-50 flies are used per preparation. Since the dissection of this many
fly brains by even the most adept person can take several hours, it might not be feasible
to perform such a study. If this brain preparation can be accomplished, however, it could
be used to demonstrate that there is value in using only Drosophila wild type brains for
analysis instead of whole heads. Another alternative to determine which compounds do
not correlate to the brain would be to use white mutants. The use of these mutants in a
sample generates a less complicated separation, allowing for a better focus on the
molecules of interest.
LC MS/MS Analysis of Drosophila Samples
Identification of more analytes of interest within Drosophila could be aided by the
use of liquid chromatography (LC) coupled to MS/MS on fruit fly extracts. LC MS/MS
allows direct coupling of the separation and detection steps in sample analysis without
loss of any material during transfer, which typically results in more sensitive detection.
47
Further, this technique is capable of identifying small molecules as well as proteins and
peptides present in the fly simultaneously. Once the identity of these molecules is
known, it may be possible to track changes in their levels between wild type flies and
mutants or upon exposure to different stresses such as drugs and alcohol.
While attempts have been made to perform LC MS/MS using Canton-S flies with
a QTOF Premier (Waters, Milford, MA), the high concentration of eye pigment
overloaded the column and did not yield any results. White flies were tested with this
technique as well since they lack eye pigments. These spectra, however, also proved to
be too complex for the software to identify small molecules and peptides. The inability
to resolve the spectra is due to the instrument’s use of a format in which five second time
frames are pooled and ionized. Consequently, LC MS/MS is more beneficial if the
separation does not contain numerous analytes that elute in the same time period.
However, since the entire fly head was used, there were numerous molecules within each
time point, making an accurate determination of their identity impossible.
To circumvent this result, a tryptic digest of the fruit fly homogenates prior to
analysis might aid in producing a simpler separation and a more accurate identification of
peptides and proteins of interest. Trypsin is an enzyme that digests protein by cleaving
peptides on the carboxyl group side of lysine or arginine residues. The resulting sample
following the digest leaves peptide fragments that can be analyzed and sequences can be
extrapolated to determine the identity of the proteins. If this were to be done, then the
preparation protocol would have to be altered by removing the filtration step such that the
proteins will remain intact for the digest to work. Otherwise the peptides could
potentially be broken up into fragments too small for accurate determination. This
48
process, however, will not affect the detection of the desired small molecules since they
do not have the cleaving sites the trypsin enzyme acts upon.
Once peptides of interest are identified, it may be possible to use a tandem mass
tag to attach to the molecules of interest. Depending on the structure of the compound of
interest, it will be possible to choose an appropriate tag such that when LC MS/MS is
performed it would be possible to see the fragment ion of the tag and its abundance
present in order to quantify the amount of peptide present in the sample. Tandem mass
tags permit simultaneous determination of the identity and relative abundance using
isobaric tags.1 These tags are attached to the amino terminus of lysine residues (see
example in Figure 4-1). Each tag consists of three parts, a mass reporter, a mass
normalizer, and a protein reactive group. The mass reporter section has a site built in to
the molecule for preferential cleaving using MS/MS, whereas the mass normalizer
ensures that each tag in a set has the same mass. Finally, a protein reactive group is
present in order to ensure the tag binds to specific sites on the peptide or protein of
interest. By tagging different analytes in this manner, it would be possible to compare
samples across different treatment types simultaneously in a single experiment or to
ensure replicates of one sample are the same.
49
Figure 4-1. An example of a tandem mass tag that consists of three parts: a reporter segment that fragments off with MS/MS, a normalizer to ensure isobaric tags, and a reactive group to attach to the peptide or protein of interest. Figure reproduced with permission from reference 2.2
50
References 1. A. Thompson, J. Schafer, K. Kuhn, S. Kienle, J. Schwarz, G. Schmidt, T.
Neumann and C. Hamon, Anal Chem, 2003, 75, 1895-1904. 2. Thermo Scientific, TMT Figures,
http://www.piercenet.com/Objects/View.cfm?type=Page&ID=B60171CD-5056-8A76-4E36-958F5C186495#tmtstruct, Accessed June 27, 2009.
51
APPENDIX
EXPERIMENTAL COMPOUNDS OF INTEREST
Table A-1. The following table has a list of neurotransmitters, structures, as well as their monoisotopic masses plus hydrogen (M+H).
Compound [M+H] (Da) Structure
Dopamine (DA) 154.08
Epinephrine (E) 184.10
Octopamine (OA) 154.09
Serotonin (5-HT) 177.10
Norepinephrine (NE) 170.08
Tyramine (TA) 138.09
52
Compound [M+H] (Da) Structure
N-Acetyldopamine (na DA) 196.10
3-Methoxytyramine (3-MT) 168.10
N-Acetylserotonin (na 5-HT) 219.11
N-Acetyloctopamine (na OA) 196.10
3,4-Dihydroxyphenylacetic acid (DOPAC) 169.05
Homovanillic acid (HVA) 183.07
5-Hydroxyindoleacetic acid (5-HIAA) 192.07
53
Compound [M+H] (Da) Structure
Catechol (Cat) 111.04
54