Subscriber access provided by UNIV PRINCE EDWARD ISLAND
Article
Fast SAW-MALDI MS of Cell Response from Islets of Langerhans Loreta Bllaci, Sven Kjellstrom, Lena Eliasson, James R. Friend, Leslie Y. Yeo, and Staffan Nilsson Anal. Chem., Just Accepted Manuscript • DOI: 10.1021/ac3019125 • Publication Date (Web): 05 Feb 2013 Downloaded from http://pubs.acs.org on February 20, 2013
Just Accepted “Just Accepted” manuscripts have been peer-reviewed and accepted for publication. They are posted online prior to technical editing, formatting for publication and author proofing. The American Chemical Society provides “Just Accepted” as a free service to the research community to expedite the dissemination of scientific material as soon as possible after acceptance. “Just Accepted” manuscripts appear in full in PDF format accompanied by an HTML abstract. “Just Accepted” manuscripts have been fully peer reviewed, but should not be considered the official version of record. They are accessible to all readers and citable by the Digital Object Identifier (DOI®). “Just Accepted” is an optional service offered to authors. Therefore, the “Just Accepted” Web site may not include all articles that will be published in the journal. After a manuscript is technically edited and formatted, it will be removed from the “Just Accepted” Web site and published as an ASAP article. Note that technical editing may introduce minor changes to the manuscript text and/or graphics which could affect content, and all legal disclaimers and ethical guidelines that apply to the journal pertain. ACS cannot be held responsible for errors or consequences arising from the use of information contained in these “Just Accepted” manuscripts.
Analytical Chemistry is published by the American Chemical Society. 1155 Sixteenth Street N.W., Washington, DC 20036 Published by American Chemical Society. Copyright © American Chemical Society. However, no copyright claim is made to original U.S. Government works, or works produced by employees of any Commonwealth realm Crown government in the course of their duties.
Page 1 of 24
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Analytical Chemistry
1
Fast SAW-MALDI MS of Cell Response from Islets
2
of Langerhans
3
Loreta Bllaci†, Sven Kjellström‡, Lena Eliasson ¥, James R. Friend§, Leslie Y. Yeo§, Staffan
4
Nilsson†*
5
†Lund University, Center for Chemistry and Chemical Engineering, Pure and Applied
6
Biochemistry, Box 124, 221 00 Lund, Sweden
7
‡Lund University, Center for Molecular Protein Science, Biochemistry and Structural Biology,
8
Box 124, 221 00 Lund, Sweden.
9
¥ Lund University, Diabetes Centre, Clinical Sciences Malmö, CRC 91-11, SE-205 02 Malmö,
10
Sweden.
11
§ RMIT University, Micro/Nanophysics Research Laboratory, School of Electrical & Computer
12
Engineering, Melbourne, VIC, 3000Australia.
13
KEYWORDS
14
Open chip, Surface Acoustic Wave atomizer, MALDI MS, Rapid cell releasate profiling
15 16
ACS Paragon Plus Environment
1
Analytical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
17
Page 2 of 24
ABSTRACT
18
A desire for higher speed and performance in molecular profiling analysis at a reduced cost is
19
driving a trend in miniaturization and simplification of procedures. Here we report the use of a
20
Surface Acoustic Wave (SAW) atomizer for fast sample handling in MALDI MS peptide and
21
protein profiling of Islets of Langerhans, for future Type 2 Diabetes (T2D) studies. Here the
22
SAW atomizer was used for ultrasound (acoustic) extraction of insulin and other peptide
23
hormones released from freshly prepared islets, stimulated directly on a membrane. A high
24
energy propagating SAW atomizes the membrane-bound liquid into approximately 2µm
25
diameter droplets, rich in cell-released molecules. Besides acting as a sample carrier, the
26
membrane provides a purification step by entrapping cell clusters and other impurities within its
27
fibers. A new SAW-based sample-matrix deposition method for MALDI MS was developed,
28
characterized by a strong insulin signal and a limit of detection (LOD) lower than 100 attomoles,
29
was achieved. Our results support previous work reporting the SAW atomizer as a fast and
30
inexpensive tool for ultrasound, membrane-based sample extraction.. When interfaced with
31
MALDI MS, the SAW-atomizer constitutes a valuable tool for rapid cell studies. Other
32
biomedical applications of SAW-MALDI MS are currently being developed, aiming at fast
33
profiling of biofluids. The membrane sampling is a simplistic and noninvasive collection method
34
of limited volume biofluids such as the gingival fluid and the tearfilm.
35 36
INTRODUCTION
37
Over the years, bio-analysis has continually benefited at various levels from miniaturization,
38
smaller sampling volumes1 and easier handling to dramatically shorten processing time. MALDI
39
MS, an indispensable tool in protein analysis,2-4 is usually preceded by multiple steps of sample
ACS Paragon Plus Environment
2
Page 3 of 24
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Analytical Chemistry
40
pretreatment and purification which not only are time consuming but might also lead to MALDI
41
artifacts.5 Here we introduce the Surface Acoustic Wave (SAW) atomizer, a tool for fast
42
ultrasound e.g. “mechanical” sample extraction6 from living cell samples in MALDI MS
43
analysis.
44
The atomizer consists of a low-loss piezoelectric substrate where the sample droplet is placed
45
(Figure 1A) with two single-phase unidirectional transducers SPUDTs electrodes (Figure 1B)
46
driven at 30 MHz in this study by an electrical supply.6-8 When the Rayleigh SAW propagates
47
under the membrane-bound sample, SAW energy is transferred into the membrane (Figure 1C)
48
and capillary waves7 are generated in the fluid on the sample's surface. Due to the tremendous
49
accelerations induced by the 30 MHz frequency SAW atomizer, the capillary waves destabilize
50
and ejects droplets from its crests; the aerosol generated possesses a nearly monodisperse
51
diameter distribution centered at a value in the range of 2µm that depends on the fluid’s viscosity
52
and surface tension.7 Cavitation is absent due to the fact that the propensity of cavitation
53
nucleation is inversely dependent on the frequency, squared6-8 and at the frequencies used in the
54
SAW, the power required is at least three orders of magnitude greater than used for atomization.
55
The effect of fluid shear is minimized due to the short exposure time of only a few microseconds
56
and the fact that the time scale of SAW-driven oscillation is far away from the typical resonant
57
time scales of molecules that might incur shear-induced damage. An insignificant degradation of
58
less than 1% was reported for SAW atomizer-extracted Ovalbumin and BSA for SDS-PAGE
59
analysis.6 The open format of the SAW-atomizer,9 circumvents the use of sample transferring
60
micro-channels,10, 11 and related clogging risk. Finally, SAW atomization is simple; is essentially
61
instant-on, instant-off technology; economical with power consumption of less than 3W; and
62
requires minimal personnel training. It is but one example of the burgeoning field of fluid and
ACS Paragon Plus Environment
3
Analytical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 4 of 24
63
particle manipulation using acoustics that is solving a broad array of problems in microfluidics.6,
64
8
65 66
Figure 1. The SAW atomizer’s working principle and experimental setup. The atomizer consists
67
of a piezoelectric material with two SPUDT electrodes which generate unidirectional Rayleigh-
68
wave SAW that propagate towards and underneath the sample. (A) A resting droplet on the SAW
69
atomizer, on which no SAW excitation is present. (B) The SAW has reached the droplet,
70
destabilized and generated liquid aerosol with a centered monodisperse diameter of 2 µm. (C)
71
High energy SAW drive atomization even when the liquid is previously sampled on a membrane.
72
The resulting aerosol (B and C) are collected on a MALDI plate via a pinhole for MS analysis.
73
(D) Frontal image of the SAW atomizer (above); lateral image of the working atomizer (below).
ACS Paragon Plus Environment
4
Page 5 of 24
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Analytical Chemistry
74
In combination with simple filter paper or with a purpose-selected membrane, upon application
75
of the living cell sample, the SAW atomizer offers a purification and extraction system;
76
impurities such as cell debris or cell clusters are likely to get entrapped within the membrane
77
fibers. Successful SAW membrane-extraction of low molecular weight analytes from blood and
78
water have already been demonstrated by interfacing SAW with ESI-MS.8,
79
better suited for direct analysis of complex biological samples due to the relatively high tolerance
80
of impurities and simplified spectra mostly consisting of single protonated species.13
81
Nevertheless, multiple experimental factors determine the spectral quality, of which, the sample
82
and matrix deposition on the MALDI plate is essential.14, 15 Ideally, the sample-matrix layer for
83
analysis contains small, homogeneous and equally distributed matrix crystals embedding the
84
sample analytes. Several deposition methods to date suffer from uneven analyte distribution
85
within the MALDI spot,16 therefore manually searching for "hot” spots—regions of the
86
preparation that yield higher signal intensities—is required. Thin matrix-sample layers are
87
reported to ionize easily and lead to high signal intensities.17-19 The SAW-membrane platform is
88
here used in fast screening of islet hormone secretion for future Type 2 Diabetes (T2D) studies in
89
parallel to its use as a tool for thin layer MALDI sample preparation.
12
MALDI MS is
90
The disease arises from the interplay of several factors of which imbalance of pancreatic
91
hormones, responsible for carbohydrate, fat, and protein metabolism regulation is a major
92
contributor. Pancreatic hormones are produced from cell clusters named islets of Langerhans
93
(Figure 2). Every islet harbors 1.000-3.000 cells of five different cell types named α, β, δ, PPi,
94
and ε-cells. In human, insulin-releasing β-cells constitute the main population (48-59%) followed
95
by the glucagon-releasing α-cells (33-46%).20, 21 Glucose is the main regulator of both insulin
96
and glucagon release, while hormones22-24 or neurotransmitters like acetylcholine25 modulate the
ACS Paragon Plus Environment
5
Analytical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 6 of 24
97
response from the islet’s cells. While impaired insulin release is an important factor for the
98
disease onset, T2D patients are characterized by elevated levels of circulating glucagon,22
99
suggesting that α-cells might also play a key role in the T2D pathophysiology. The contribution
100
of other cell types—(δ, PPi, and ε-cells) constituting a minority of the islet mass—in the disease
101
onset is even more obscure and requires further research.
102 103
Figure 2. Illustration of an islet of Langerhans in mice. The β-cells (A), depicted in green,
104
dominate the core of the islet, mostly surrounded by glucagon releasing α-cells (red). The
105
electron microscopy (EM) picture (B) shows one insulin-releasing β-cell. Higher magnification
106
of two adjacent β-cells shows numerous insulin-granules anchored in the plasma membrane. N-
107
nucleus; g-granule; PM-plasma membrane; m-mitochondria. The green line indicates the plasma
108
membrane. Scale bar 2 µm (B) and 0.5 µm (C).
109
Comparative proteomics of healthy versus diseased islets as endocrine units might help
110
identify T2D biomarkers and highlight T2D’s pathogenesis. In our forthcoming studies, we
111
intend to use the SAW atomizer as a tool for quick sample handling in MALDI MS in this work.
112
Besides performing an instant ultrasound-based, membrane purification/extraction of the sample,
113
the chip reduces the use of vials, containers, and related analysis cost.
ACS Paragon Plus Environment
6
Page 7 of 24
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Analytical Chemistry
114
EXPERIMENTAL SECTION
115
Reagents. Acetylcholine chloride, ammonium citrate and bovine transferrin were purchased
116
from Sigma-Aldrich (Buchs SG, Switzerland), human insulin from Novo Nordisk, α-cyano-4-
117
hydroxycinnamic acid (CHCA) from Bruker Daltonics. TFA was purchased from Merck. Islets
118
were freshly prepared and supplied from the Clinical Research Center (CRC), Malmö.
119
Quantitative, medium-wide pores (5-6 µm pore size) filter papers, were provided by Munktell
120
Filter AB (Falun, Sweden). Acetonitrile and MilliQ water were of LC gradient grade. RPMI-
121
1640 (Roswell Park Memorial Institute medium) media was purchased from Sigma Aldrich
122
while
123
phosphoethanolamine, triethylammoniumsalt) from Invitrogen UK.
Fluorescein-DHPE(N-(fluorescein-5-thiocarbamoyl)-1,2-dihexadecanoyl-sn-glycero-3-
124
Biological Sample Preparation. Mice used in the experiments were female NMRI
125
(Crl:NMRI(Han) (outbred), 8 weeks old. Approximately 100 islets were isolated from each
126
mouse, allowing for 15 to 20 performed experiments. After isolation, islets were suspended in
127
RPMI 1640 (Roswell Park Memorial Institute medium). Prior to the analysis they were
128
transferred in HEPES-buffered medium, pH 7,4: 25 mM HEPES, 125 mM NaCl, 5.9 mM KCl,
129
12.8 mM CaCl2, 1.2 mM MgCl2, with various concentrations of stimulating glucose content
130
varying from 10 to 30 mM. For the control experiments, the buffer was supplied with 3 mM
131
glucose; a concentration below the insulin-release threshold (7 mM),26 and acetylcholine varying
132
in concentration (0, 1 and 100 µM). Acetylcholine chloride for stimulation of islets and bovine
133
transferrin (used as a matrix additive in the insulin LOD evaluation) were prepared at
134
concentrations of 100, 10 and 5 µM respectively.
135
Stimulation of islets on the atomizer. A volume of 2 µL HEPES buffer, containing typically
136
2-6 islets, was pipetted on a dry, un-pretreated membrane placed on the atomizer. An equivalent
ACS Paragon Plus Environment
7
Analytical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 8 of 24
137
volume of acetylcholine (aq) was subsequently applied on the islets located onto the membrane.
138
Although not being the main grounds of this work, stimulation of a single islet was performed on
139
the bare chip without employing the membrane. In this case, 1 µL HEPES buffer containing one
140
islet was placed on the chip followed by the addition of 1 µL acetylcholine (aq). Stimulation time
141
with acetylcholine was five minutes in all experiments. Stimulated islets, either on the membrane
142
or directly on the chip, were supplied every 2 minutes with 0.5µL water to compensate for the
143
evaporation.
144
Electron Micrscopy. The samples in the electron micrographs were fixed in 2.5%
145
glutaraldehyde and 1% osmiumtetroxide prior to embedding in AGAR100 as previously
146
described by Andersson et al.27 Images were taken using a JEM 1230 electron microscope.
147 148
Fluorescent Nanoparticles. Lipid-based nanoparticles were prepared as described by Nilsson28 with supplementary fluorescein DHPE.
149
Surface Acoustic Wave atomizer. The SAW atomizer consists of a low-loss piezoelectric,
150
single crystal lithium niobate 127.68° Y-rotated cut, X-propagating material sputtered with two
151
chromium–aluminum single-phase unidirectional transducer (SPUDT). When a sinusoidal
152
electrical signal is applied between the electrodes, Rayleigh surface acoustic waves of a few nm
153
in amplitude are produced and propagate unidirectionally along the X-axis of the substrate,
154
toward and underneath the membrane-bound sample. The transverse component of the SAW is
155
progressively absorbed into the fluid, generating a simple sound wave that propagates at the so-
156
called Rayleigh angle that is only dependent upon the relative difference in sound speed between
157
the SAW in the lithium niobate and the sound wave in the fluid.8 The sound wave propagating in
158
the fluid drives the formation of a capillary wave along the fluid present atop the membrane, and
159
due to the extreme accelerations of over 108 m/s2 present at the fluid interface, droplets are
ACS Paragon Plus Environment
8
Page 9 of 24
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Analytical Chemistry
160
driven from the crests of the destabilized capillary wave without cavitation to form a micron-
161
order aerosol.6 The SAW-atomizer was fabricated in house by the Melbourne Centre for
162
Nanofabrication.
163
Matrix preparation. In our experiments, 2-5 mg/mL CHCA was dissolved in 50: 50: 0,1 %
164
with water, acetonitrile and trifluoroacetic acid (TFA) with supplementary 2mM ammonium
165
citrate. In the LOD evaluation experiments, Transferrin (5 µM and 10 µM ) was used as a matrix
166
additive29 for insulin signal enhancement (Figure 7, pink trace).
167
Stainless steel plate mask. A plate mask, set atop a plastic surface possessing a 10 mm
168
diameter opening corresponding to 10 neighbor spots on the MALDI plate, was used to prevent
169
the aerosol’s deposition throughout the plate's area. The membrane size was 5x 8 mm.
170
MALDI MS Instrument. MALDI-MS analyses of the crystallized samples were performed
171
on a 4700 Proteomics Analyzer MALDI-TOF/TOF™ mass spectrometer (Applied Biosystems,
172
Framingham, MA). MS data acquisition (3000 laser shots per spot) was performed in positive
173
linear mode. Stainless steel plates with 192 positions were used for the trapping of SAW-
174
generated aerosol.
175
Sample-matrix deposition method. Sample and matrix were consecutively SAW-extracted
176
from the membrane and deposited onto a controlled area of the MALDI plate. Every SAW
177
extraction/deposition event takes less than 15 seconds, therefore sample and matrix SAW
178
extraction/deposition takes approximately 30 seconds. The sample was prepared as previously
179
described (see, “Stimulation of islets on the atomizer”). A volume of 4 µL CHCA was used for
180
matrix-membrane saturation, following the first event of SAW extraction/deposition of the
181
sample. When a single islet was stimulated on the chip (no membrane used), a volume of 2 µL
182
CHCA was applied on the cleaned atomizer.
ACS Paragon Plus Environment
9
Analytical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
183 184
Page 10 of 24
SAW atomizer cleaning. After each experiment, the piezoelectric substrate was cleaned with acetone, isopropanol and rinsed with milliQ water as described by J. Ho.8
185 186
RESULTS AND DISCUSSION
187
Fluorescent microscopy visualization of SAW extracted fluorescent nanoparticles
188
First, a simple approach to demonstrate the SAW operation was carried out through the
189
extraction of fluorescent nanoparticles28. Nanoparticles extracted from the membrane via SAW
190
atomization were collected on a second membrane that was subjected to conventional fluorescent
191
microscopy (FM, Figure 3). The increases in nanoparticle concentration lead to enhanced FM
192
signaling suggesting the role of the SAW in the extraction process.
193
Figure 3. Visualization of SAW-extracted fluorescent nanoparticles atop a collection membrane.
194
Nanoparticles embedded in a membrane placed on the atomizer are extracted via SAW
195
atomization and collected on a second membrane positioned parallel to and above the atomizer,
196
in a fashion similar to the MALDI plate. The collection membrane shows numerous SAW-
197
extracted fluorescent nanoparticles; wherein the brighter spots represent aggregates of the
198
extracted nanoparticles.
199
ACS Paragon Plus Environment
10
Page 11 of 24
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Analytical Chemistry
200
SAW-MALDI MS spectra of healthy islet secretion
201
Fast MALDI MS spectra of stimulated, intact islets from healthy mice are shown in Figure 4.
202
Islet’s chemical stimulation (30 mM glucose, 100 µM acetylcholine) has selectively triggered the
203
healthy β–cells to release insulin (Figure 4), therefore the acquired spectra are characterized by
204
intense peaks of insulin (relative intensity). Other co-secreted molecules such as C-peptide and
205
amylin are also detected. Acetylcholine can evoke insulin release under non-stimulatory glucose
206
(3mM) at high concentrations (100µM) only. However, in this case, insulin release is
207
considerably reduced (spectra not shown).
208
The second largest cell community of the islet, α-cells, respond completely opposite to β-cells
209
towards glucose concentrations. While high glucose above 7 mM triggers mouse β-cells to
210
release insulin, glucagon-secretion at these higher concentrations is suppressed.30 Low levels of
211
glucagon in healthy individuals keep the glycemic index in control by suppressing hepatic
212
glucose output. However T2D is characterized by reduced glucagon suppression,22 a subject
213
which has gained high interest in the recent years.
214
Other α-cells released peptides like glicentin-related polypeptide (GRPP), the incretin
215
glucagon-like 1 (GL-1), and δ-cell’s somatostatin-14 peptide (SMS-14) are also indicated in the
216
spectra (Figure 4).
ACS Paragon Plus Environment
11
Analytical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 12 of 24
217 218 219
Figure 4. SAW-MALDI MS spectra of stimulated islets of healthy mice. (A) Acquired spectra
220
from three islets in 30 mM Glucose HEPES using the SAW-spotting. Single-charged insulin
221
(5807 Da), glucagon (3482 Da), and SMS-14 (1640 Da) peptide are labeled. (B) A magnification
222
of the preceding spectra reveals several peaks, corresponding to single-charged peptides released
223
from α-cells: GRPP (3439 Da), GLP-1(4168 Da), β-cell released C-peptide (3121 Da), amylin
224
(3922 Da), somatostatin (SMS-14, 1640 Da) released from δ-cells. The double charged insulin is
225
also detected (2905 Da).
226 227
Sample-matrix deposition method
ACS Paragon Plus Environment
12
Page 13 of 24
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Analytical Chemistry
228
In MALDI MS, informative and qualitative spectra acquisition is greatly depended on the
229
procedure how the sample and matrix is deposited on the MALDI plate.14, 31 Additives to the
230
matrix solution are also important; it was shown previously that the addition of phosphoric acid32
231
or transferrin29 to the matrix solution improves the detectability of intact protein. Our acquired
232
spectra, characterized by high signal intensities and “run to run” reproducibility have been
233
acquired with the “SAW-sampling/SAW-matrixing” on the plate.
234
According to our developed method, the membrane-bound sample is SAW-extracted and
235
deposited on the MALDI plate (Figure 5). In a second step the same volume of matrix is applied
236
on the membrane, subsequently, SAW-extracted and deposited atop the sample film on the
237
MALDI plate. The overall time of SAW sample/matrix deposition takes approximately 30
238
seconds, where every SAW extraction event takes less than 15 seconds.
239 240 241 242 243 244 245 246 247 248 249
Figure 5. Illustration of the SAW-deposition method. (A) The membrane-bound sample is first
250
extracted with SAW atomization and deposited on a controlled area (by a pinhole in the plastic
ACS Paragon Plus Environment
13
Analytical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 14 of 24
251
mask) of the MALDI plate. (B) Following sample extraction, the matrix solution is applied on
252
the same membrane and subsequently deposited on the plate using the SAW. (C) Depiction of
253
the area where the thin film of SAW-extracted sample and matrix are deposited on the MALDI
254
plate.
255
The SAW-deposition method resulted in thin layer formation of the sample and matrix that
256
ionizes easily and is characterized by high signal intensities.17-19 Spraying sample and matrix on
257
the MALDI plate with ad Electrospray needle and piezoelectric microdispenser33 has also been
258
reported to form homogenous matrix-sample crystals characterized by high signal enhancement
259
and reproducibility.34-37 Besides its obvious advantages, electrospraying the matrix-sample
260
mixture nevertheless has its downsides, including the necessity of extra equipment (e.g.,
261
transformers, etc.) and dangerously high voltages (3-5 kV). Thus, another advantage of the SAW
262
chip emerges in our study as an easy, fast and safe tool for thin matrix-sample crystal layer
263
deposition for MALDI MS.
264
Initially we tested the “Quick & Dirty”, the “Matrix-precoated layers” and the “Fast
265
evaporation” methods of sample/matrix deposition.15 In any method, the matrix: analyte volume
266
ratio38 (under matrix molar excess conditions) is of particular importance. However small matrix
267
pipetted volumes (0.5 µL) inundated the thin film of the SAW-extracted sample leading to loss
268
of signal.
269 270
Reproducibility and LOD
271
The SAW-deposition strategy favors thin sample layer formation, associated with high signal
272
intensities and reproducibility (Figure 6). The acquired MALDI spectra of stimulated intact islets
273
are characterized by high S/N values of single charged insulin.
ACS Paragon Plus Environment
14
Page 15 of 24
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Analytical Chemistry
274 275 276 277 278 279 280 281 282 283 284 285
Figure 6. The MALDI MS spectra acquired and shown in this figure, were acquired by
286
stimulation of four Spectra acquired and shown in this figure, were acquired by stimulation of
287
four islets. Each MALDI spectra is characterized by a large peak corresponding to the single-
288
charged mouse insulin (MW 5807 Da) and a small peak of single charged glucagon (MW 3482
289
Da). The double-charged insulin (2905 Da) is also detected. In the inset a magnified view of the
290
islet’s response spectra is shown. Thorough investigation of low abundance peptide and proteins
291
is needed to find new T2D markers resulting in a better understanding of the molecular
292
mechanisms underlying the T2D disease.
293
The lower insulin LOD, estimated by serial dilutions of insulin stock solutions, using the
294
SAW-deposition method was less than 100 attomole, with 2 mg/mL CHCA as a matrix (Figure
295
7). The signal was significantly enhanced, by at least one order of magnitude, when the matrix
296
was premixed with 5 µM transferrin in a 5 to 1 ratio. Our results are in good agreement with
ACS Paragon Plus Environment
15
Analytical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 16 of 24
297
previous studies suggesting enhanced properties of transferrin when premixed with matrices.29
298
The enhancing properties of transferrin-premixed matrices on insulin and other protein/peptides
299
released by stimulated islets will require further study. 300 301 302 303 304 305 306 307
308
Figure 7. MALDI spectra obtained from SAW-spotting of 100 attomole human insulin (MW
309
5808 Da) without (blue trace) and with transferrin (red trace) in the matrix (2 mg/mL) premixed
310
in 5 to 1 ratio with 5 µM transferrin.
311 312
Islet response sampled on the bare chip
313
The membrane, as mentioned earlier, aids sample pre-purification, “desalting” and thin crystal
314
layer formation on the MALDI plate leading to qualitative spectra. However the atomization
315
could be carried out without the membrane when "pure sample” is used and thus decreasing the
316
risk of membrane sample retention that could be critical for detecting scarce analytes. Figure 8
317
shows the MALDI spectra from a freshly prepared and thoroughly washed single islet stimulated
318
directly on the bare chip. The acquired spectra are characterized by a good baseline; signals
319
corresponding to insulin, C-peptide, glucagon and other small peptides, are also detected.
ACS Paragon Plus Environment
16
Page 17 of 24
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Analytical Chemistry
320
321 322
Figure 8. Single islet MALDI spectrum obtained by stimulating (100 µM acetylcholine, 30 mM
323
Glucose, HEPES buffer) the islet, present on the naked chip, e.g. without membrane purification.
324 325
CONCLUSIONS
326
The SAW atomizer can be used as a fast, ultrasound extraction tool for small volume, complex
327
samples from a membrane. We have successfully for the first time (to our knowledge)
328
hyphenated the SAW open chip with MALDI MS. In our experiments it was used for the
329
extraction of islet hormones released upon stimulation with glucose and acetylcholine for future
330
T2D studies. Since the sample here is minimally chemically pretreated, the risk of MALDI
331
artefacts is considerably reduced. Furthermore, we have developed a SAW-based sample-matrix
332
deposition method that generates MALDI spectra characterized by high signal intensities of the
333
analytes with high “run to run” reproducibility. The LOD for insulin was 100 attomole, however
334
when transferrin was premixed with the matrix the signal was enhanced to 10 attomoles.
335
Reduced sample handling analysis times, qualitative MALDI spectra acquisition, and membrane
336
sample preservation reduces the overall cost of biomolecular screening such as comparative MS
337
protein profiling for T2D biomarkers. Future use of SAW-MALDI MS in single cell studies can
ACS Paragon Plus Environment
17
Analytical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 18 of 24
338
be foreseen. We are currently investigating other applications of SAW-MALDI, such as relative
339
quantification and rapid peptide and protein profiling of membrane preserved, small volume (less
340
than 0.5 µL) of biofluid.
341 342
FIGURES
343
Figure 1. The SAW atomizer’s working principle and experimental setup. The atomizer consists
344
of a piezoelectric material with two SPUDT electrodes which generate unidirectional Rayleigh-
345
wave SAW that propagate towards and underneath the sample. (A) A resting droplet on the SAW
346
atomizer, on which no SAW excitation is present. (B) The SAW has reached the droplet,
347
destabilized and generated liquid aerosol with a centered monodisperse diameter of 2 µm. (C)
348
High energy SAW drive atomization even when the liquid is previously sampled on a membrane.
349
The resulting aerosol (B and C) are collected on a MALDI plate via a pinhole for MS analysis.
350
(D) Frontal image of the SAW atomizer (above); lateral image of the working atomizer (below).
351
Figure 2. Illustration of an islet of Langerhans in mice. The β-cells (A), depicted in green,
352
dominate the core of the islet, mostly surrounded by glucagon releasing α-cells (red). The
353
electron microscopy (EM) picture (B) shows one insulin-releasing β-cell. Higher magnification
354
of two adjacent β-cells shows numerous insulin-granules anchored in the plasma membrane. N-
355
nucleus; g-granule; PM-plasma membrane; m-mitochondria. The green line indicates the plasma
356
membrane. Scale bar 2 µm (B) and 0.5 µm (C).
357
Figure 3. Visualization of SAW-extracted fluorescent nanoparticles atop a collection membrane.
358
Nanoparticles embedded in a membrane placed on the atomizer are extracted via SAW
359
atomization and collected on a second membrane positioned parallel to and above the atomizer,
ACS Paragon Plus Environment
18
Page 19 of 24
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Analytical Chemistry
360
in a fashion similar to the MALDI plate. The collection membrane shows numerous SAW-
361
extracted fluorescent nanoparticles; wherein the brighter spots represent aggregates of the
362
extracted nanoparticles.
363
Figure 4. SAW-MALDI MS spectra of stimulated islets of healthy mice. (A) Acquired spectra
364
from three islets in 30 mM Glucose HEPES using the SAW-spotting. Single-charged insulin
365
(5807 Da), glucagon (3482 Da), and SMS-14 (1640 Da) peptide are labeled. (B) A magnification
366
of the preceding spectra reveals several peaks, corresponding to single-charged peptides released
367
from α-cells: GRPP (3439 Da), GLP-1(4168 Da), β-cell released C-peptide (3121 Da), amylin
368
(3922 Da), somatostatin (SMS-14, 1640 Da) released from δ-cells. The double charged insulin is
369
also detected (2905 Da).
370
Figure 5. Illustration of the SAW-deposition method. (A) The membrane-bound sample is first
371
extracted with SAW atomization and deposited on a controlled area (by a pinhole in the plastic
372
mask) of the MALDI plate. (B) Following sample extraction, the matrix solution is applied on
373
the same membrane and subsequently deposited on the plate using the SAW. (C) Depiction of
374
the area where the thin film of SAW-extracted sample and matrix are deposited on the MALDI
375
plate.
376
Figure 6. The MALDI MS spectra acquired and shown in this figure, were acquired by
377
stimulation of four Spectra acquired and shown in this figure, were acquired by stimulation of
378
four islets. Each MALDI spectra is characterized by a large peak corresponding to the single-
379
charged mouse insulin (MW 5807 Da) and a small peak of single charged glucagon (MW 3482
380
Da). The double-charged insulin (2905 Da) is also detected. In the inset a magnified view of the
381
islet’s response spectra is shown. Thorough investigation of low abundance peptide and proteins
ACS Paragon Plus Environment
19
Analytical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 20 of 24
382
is needed to find new T2D markers resulting in a better understanding of the molecular
383
mechanisms underlying the T2D disease.
384
Figure 7. MALDI spectra obtained from SAW-spotting of 100 attomole human insulin (MW
385
5808 Da) without (blue trace) and with transferrin (red trace) in the matrix (2 mg/mL) premixed
386
in 5 to 1 ratio with 5 µM transferrin.
387
Figure 8. Single islet MALDI spectrum obtained by stimulating (100 µM acetylcholine, 30 mM
388
Glucose, HEPES buffer) the islet, present on the naked chip, e.g. without membrane purification.
389
Corresponding Author
390
Staffan Nilsson.
391
E-mail:
[email protected]; Phone +46 46 222 81 77; fax:+46 46 222 46 11
392
Present Addresses
393
†Institute of Biochemistry and Molecular Biology, University of Southern Denmark, Campusvej
394
55, DK-5230 Odense, Denmark
395
Author Contributions
396
The manuscript was written through contributions of all authors. All authors have given approval
397
to the final version of the manuscript.
398
Notes
399
Restricted parts of this work have been presented in MS-Öresund (Sweden, 2011) and
400
Analysdagarna (Sweden, '2012).
401
ACS Paragon Plus Environment
20
Page 21 of 24
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Analytical Chemistry
402 403
ACKNOWLEDGMENT
404
The Swedish Research Council (VR no 621-2010-5384 to S. Nilsson). We owe our gratitude to
405
Britt-Marie S Nilsson for islets preparation. LYY and JRF acknowledge support of the SAW
406
atomizer technology by the Australian Research Council (DP0985253, DP1092955, and
407
DP120100013) and the NHMRC for Development Grant 1000513. JRF is grateful to the
408
Melbourne Centre for Nanofabrication for an MCN Tech Fellowship and RMIT University for
409
the Vice-Chancellor’s Senior Research Fellowship. LYY is grateful for an Australian Research
410
Fellowship from the Australian Research Council. LE is a senior researcher at the Swedish
411
Research Council.
412 413
ABBREVIATIONS
414
SAW, surface acoustic wave;T2D, type 2 diabetes; LOD, limit of detection; SPUDT, single-
415
phase unidirectional transducer; CHCA, α-cyano-4-hydroxycinnamic acid; SMS, somatostatin;
416
GLP-1, glucagon-like peptide 1; SMS-14, somatostatin-14; GRPP, glicentin-related polypeptide.
417
Fluorescein-DHPE(N-(fluorescein-5-thiocarbamoyl)-1,2-dihexadecanoyl-sn-glycero-3-
418
phosphoethanolamine, triethylammoniumsalt) RPMI 1640 (Roswell Park Memorial Institute
419
medium).
420 421
REFERENCES
ACS Paragon Plus Environment
21
Analytical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
422 423
Page 22 of 24
(1) Santesson, S.; Degerman, E.; Rorsman, P.; Johansson, T.; Lemos, S.; Nilsson, S. Integr. Biol. 2009, 1, 595-601.
424
(2) Karas, M.; Bachmann, D.; Hillenkamp, F. Anal. Chem. 1985, 57, 2935-2939.
425
(3) Karas, M.; Bachmann, D.; Bahr, U.; Hillenkamp, F. Int. J. Mass Spectrom. Ion Processes
426
1987, 78, 53–68.
427
(4) Karas, M; Hillenkamp, F. Anal. Chem. 1988, 60, 2299–2301.
428
(5) Walch, A.; Rauser, S.; Deininger, S. O.; Höfler, H. Histochem. Cell Biol. 2008, 130, 421–
429
434.
430
(6) Qi, A.; Yeo, L. Y.; Friend, J. R.; Ho, J. Lab Chip 2010, 10, 470-476.
431
(7) Qi, A.; Yeo, L. Y.; Friend, J. R. Phys. Fluids 2008, 20, 074103.
432
(8) Ho, J. T.; M. K.; Go, D. B.; Yeo, L. Y.; Friend, J. R.; Chang, H. C. Anal. Chem. 2011, 83,
433
3260–3266.
434
(9) Yeo, L. Y.; Friend, J. R. Biomicrofluidics 2009, 3, 012002.
435
(10) Dishinger, J. F.; Reid, K. R.; Kennedy, R. T. Anal. Chem. 2009, 81, 3119-3127.
436
(11) Lenshof, A.; Magnusson, C.; Laurell, T. Lab Chip 2012, 12, 1210-1233.
437
(12) Heron, S. R.; Wilson, R.; Shaffer, S. A.; Goodlett, D. R.; Cooper, J. M. Anal. Chem. 2010,
438 439 440
82, 3985-3989. (13) Hummon, A. B.; Sweedler, J. V.; Corbin, R. C. TrAC, Trends Anal. Chem. 2003, 22, 515– 521.
441
(14) Cohen, S. L.; Chait, B. T. Anal. Chem. 1996, 68, 31-37.
442
(15) Sigma-Aldrich. AnalytiX 2001, 6, 1-6.
443
(16) Garden, R. W.; Sweedler, J. V. Anal. Chem. 2000, 72, 30-36.
444
(17) Knochenmuss, R. Anal. Chem. 2003, 75, 2199-2207.
ACS Paragon Plus Environment
22
Page 23 of 24
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Analytical Chemistry
445
(18) Knochenmuss, R.; Zhigilei, L. V. J. Phys. Chem. 2005, 109, 22947-22957.
446
(19) Knochenmuss, R. Analyst (Cambridge, U. K.) 2006, 131, 966-986.
447
(20) Cabrera, O.; Berman, D. M.; Kenyon, N. S.; Ricordi, C.; Berggren, P.O.; Caicedo, A.
448 449 450 451 452 453 454 455 456 457 458
PNAS 2006, 103, 2334 –2339. (21) Brissova, M.; Fowler, M. J.; Nicholson, W. E.; Chu, A.; Hirshberg, B.; Harlan, D.; Power, A. C. J. Histochem. Cytochem. 2005, 53, 1087-1097. (22) Lund, A.; Vilsbøll, T.; Bagger, J. I.; Holst, J. J.; Knop, F. Am. J. Physiol. Endocrinol. Metab. 2011, 300, 1038-1046. (23) Hansen, K. B.; Vilsbøll, T.; Bagger, J. I.; Holst, J. J.; Knop, F. K. J. Clin. Endocrinol. Metab. 2012, 97, 1363-1370. (24) Knop, F. K.; Aaboe, K.; Vilsbøll, T.; Vølund, A.; Holst, J.; Krarup,T.; Madsbad, S. Obes. Metab. 2012, 14, 500-510. (25) Gromada, J.; Høy, M.; Renström, E.; Bokvist, K.; Eliasson, L.; Göpel, S.; Rorsman, P. J. Physiol. 1999, 518, 745-759.
459
(26) Gilon, P.; Henquin, J. C. Endocr. Rev. 2001, 22, 565–604.
460
(27) Andersson, S. A.; Pedersen, G.; Vikman, J.; Eliasson, L. Pflugers Arch. - Eur. J. Physiol.
461 462 463 464 465 466 467
2011, 462, 443-454. (28) Nilsson, C.; Harwigsson, I.; Becker, K; Bülow, L.; Birnbaum, S.; Nilsson, S. Anal. Chem. 2009, 81, 315-321. (29) Kobayashi, T.; Kawai, H.; Suzuki, T.; Kawanishi, T.; Hayakawa, T. Rapid Commun. Mass Spectrom. 2004, 18, 1156-1160. (30) MacDonald, P. E.; De Marinis, Y. Zh.; Ramracheya, R.; Salehi, A.; Ma, X.; Johnson, P. R. V.; Cox, R.; Eliasson, L.; Rorsman, P. PLoS Biol. 2007, 5, 1236-1247.
ACS Paragon Plus Environment
23
Analytical Chemistry
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
Page 24 of 24
468
(31) Beavis, R. C.; Chait, B. C. Methods Enzymol. 1996, 270, 519-551.
469
(32) Kjellström, S.; Jensen, O. N. Anal. Chem. 2004, 76, 5109-5117.
470
(33) Miliotis, T.; Kjellstrom, S.; Nilsson, J.; Laurell, T.; Edholm, L. E.; Marko-Varga, G. .
471 472 473 474 475
Rapid Commun. Mass Spectrom. 2002, 16, 117-126. (34) Axelsson, J.; Hoberg, A. M.; Waterson, C.; Myatt, P.; Chield, G. L.; Varney, J.; Haddleton, D. M.; Derrick, J. Rapid Commun. Mass Spectrom. 1997, 11, 209-213. (35) Hensel, R. R.; King, R. C.; Owens, K. G. Rapid Commun. Mass Spectrom. 1997, 11, 1785-1793.
476
(36) Hanton, S.; Clark, P.; Owens, K. J. Am. Soc. Mass Spectrom. 1999, 10, 104-111.
477
(37) Yao, J.; Scott, J. R.; Young, M. K.; Wilkins, C. L. J. Am. Soc. Mass Spectrom. 1998, 9,
478 479 480
805-813. (38) Duncan, M. W.; Roder, H.; Hunusucker, S. W. Brief. Funct. Genomic. Proteomic. 2008, 7, 355-370.
481 482
ACS Paragon Plus Environment
24