Subscriber access provided by EKU Libraries
Article
Facile fabrication of biomimetic chitosan membrane with honeycomb-like structure for enrichment of glycosylated peptides Luwei Zhang, Shujuan Ma, Yao Chen, Yan Wang, Junjie Ou, Hiroshi Uyama, and Mingliang Ye Anal. Chem., Just Accepted Manuscript • DOI: 10.1021/acs.analchem.8b05215 • Publication Date (Web): 23 Jan 2019 Downloaded from http://pubs.acs.org on January 29, 2019
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 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 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.
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 25 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
257x132mm (300 x 300 DPI)
ACS Paragon Plus Environment
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
1
Facile fabrication of biomimetic chitosan membrane with
2
honeycomb-like structure for enrichment of glycosylated peptides
3
Luwei Zhanga,b, Shujuan Maa,b, Yao Chenb, c, Yan Wanga,b, Junjie Oub,*,
4
Hiroshi Uyamaa,d,*, Mingliang Yeb
5
a
6
Education, College of Chemistry and Materials Science, National Demonstration Center for
7
Experimental Chemistry Education, Northwest University, Xi’an, Shaanxi 710127, China
8
b
9
Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China
Key Laboratory of Synthetic and Natural Functional Molecule Chemistry of Ministry of
CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of
10
c University
11
d
12
565-0871, Japan
of Chinese Academy of Sciences, Beijing, 100049, China
Department of Applied Chemistry, Graduate School of Engineering, Osaka University, Suita
13 14
*
15
Prof. Junjie Ou
16
Tel: +86-411-84379576
17
Fax: +86-411-84379620
18
E-mail:
[email protected] 19
Prof. Hiroshi Uyama
20
Tel: +86-29-88302635
21
Fax: +86-29-88302635
22
E-mail:
[email protected] To whom correspondence should be addressed:
23 24 25 26 1
ACS Paragon Plus Environment
Page 2 of 25
Page 3 of 25 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
27
Abstract
28
In the study of glycoproteomics with mass spectrometry, certain pretreatments of
29
samples are required for eliminating the interference of non-glycopeptides and
30
improving the efficiency of glycopeptides detection. Although hydrophilic interaction
31
chromatography (HILIC) has been developed for enrichment of glycosylated peptides,
32
a plethora of hydrophilic materials always suffered from large steric hindrance, great
33
cost and difficulty with modifications of high-density hydrophilic groups. In this work,
34
a
35
honeycomb-like accessible macropores was directly prepared by the freeze-casting
36
method as an adsorbent for HILIC. The N-glycopeptides from trypsin digests of
37
immunoglobulin G (IgG), mixture of IgG and bovine serum albumin (BSA), and
38
serum proteins were enriched using this material, and compared with a commercial
39
material ZIC®-HILIC. The biomimetic membrane could identify as many as 32
40
N-glycopeptides from the IgG digest, exhibiting high sensitivity (about 50 fmol), and
41
wide scope for glycopeptide enrichment. A molar ratio of IgG trypsin digest to bovine
42
serum albumin trypsin digest as low as 1/500 verified the outstanding specificity and
43
efficiency for glycopeptide enrichment. In addition, 270 unique N-glycosylation sites
44
of 400 unique glycopeptides from 146 glycosylated proteins were identified from the
45
triplicate analysis of 2 μL human serum. Furthermore, 48 unique O-glycosylation
46
sites of 278 unique O-glycopeptides were identified from the triplicate analysis of 30
47
μg deglycosylated fetuin digest. These results indicated that the chitosan-based
48
membrane prepared in this work had great potential for pretreatment of samples in
49
glycoproteomics.
1-mm-thick
biomimetic
honeycomb
chitosan
50 51 52 53 54 55 2
ACS Paragon Plus Environment
membrane
(BHCM)
with
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
56
1. Introduction
57
Glycosylation is regarded as one of the most important post-translational
58
modifications (PTMs) among over 300 known protein modifications, and it has been
59
reported that more than 50% of proteins are glycosylated.1-4 Glycosylation of proteins
60
greatly enhances the diversity and complexity of proteins and confers diverse
61
biological functions to proteins, such as protein localization, enzymatic activity and
62
binding specificity.5-7 In particular, abnormal glycosylation is widely considered to be
63
associated with diseases including immunodeficiency, Alzheimer's disease,
64
neurological diseases and cancers.8-11 To date, increasing numbers of glycoproteins
65
have become clinical biomarkers and drug targets. As a result, how to efficiently and
66
highly selectively enrich glycopeptides from complex biological samples has long
67
been an important and urgent topic in the fields of proteomics and pharmacology.
68
There have been many in-depth studies on the glycoproteome based on mass
69
spectrometry (MS) methods.12-14 However, as glycosylated proteins are of low
70
abundance in biological samples and are difficult to be ionized, studies of
71
glycoproteome still encounter great challenges.15-17 In order to solve these problems,
72
the currently widely adopted method is to enzymatically digest glycosylated proteins
73
into peptides, which are then analyzed by MS.18,19 Since the glycosylated peptides are
74
of low abundance (2-5%) in the total peptide mixture, and the signal intensity of
75
glycosylated peptides is generally lower than that of non-glycosylated peptides, the
76
signals of glycosylated peptides are severely suppressed by the signals of
77
non-glycosylated peptides during direct MS analysis. Therefore, high selectivity
78
enrichment of glycosylated peptides is indispensable for research of proteomics.
79
To date, several methods for enrichment of glycosylated peptides have been
80
developed, including lectin affinity chromatography, hydrazine chemistry, boric acid
81
chemistry and hydrophilic interaction chromatography (HILIC).20-23 Lectin affinity
82
chromatography is current one of the most widely used enrichment methods for
83
glycosylated peptides, but suffers from limited scope and high cost. The hydrazine
84
chemistry method is also widely used for enrichment of glycosylated peptides, but has 3
ACS Paragon Plus Environment
Page 4 of 25
Page 5 of 25 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
85
limitations including inability to analyze the glycoforms of enriched glycosylated
86
peptides, lengthy reaction processes, and low selectivity and sensitivity. In the past
87
decade, boric acid-functionized materials have shown great potential. However, due
88
to facile adsorption of non-glycosylated peptides when processing complex biological
89
samples, the selectivity and sensitivity of boric acid-functionized materials should be
90
improved. HILIC has been developed by utilizing the hydrophilicity of glycosylated
91
peptides.24-28 This method is capable of enriching various glycosylated peptides and
92
retaining intact oligosaccharide chain information. A variety of materials based on
93
HILIC have been reported, such as silicon dioxide, magnetic nanoparticles, graphene
94
oxide and metal organic frameworks.29-36 However, these materials suffer from large
95
steric hindrance, great cost and difficulty with modifications of high-density
96
hydrophilic groups.37
97
In consideration of these drawbacks, a biomimetic honeycomb chitosan
98
membrane (BHCM) was synthesized for the first time by a freeze-casting method in
99
this work. Using chitosan as a precursor, the membrane could be simultaneously
100
crosslinked via ring-opening polymerization reaction. The fabrication of BHCM was
101
particularly simple and inexpensive. A large number of amino groups and hydroxyl
102
groups in chitosan provided high-density hydrophilic groups, exhibiting satisfactory
103
enrichment of glycosylated peptides in complex biological samples in MS-based
104
glycoproteomics research.
105 106
2. Experimental
107
2.1 Chemicals and reagents
108
Chitosan was purchased from Shanghai Macklin Biochemical Co. Ltd (Shanghai,
109
China). Poly(ethylene glycol) diglycidyl ether (PEGDGE, Mn=500) was gotten from
110
Aladdin (Shanghai, China). ZIC®-HILIC was purchased from Merck (Darmstadt,
111
Germany). Bovine serum albumin (BSA), human serum immunoglobulin G (IgG),
112
formic acid (FA, 98%), fetuin, trypsin, elastase, iodoacetamide (IAA) and
113
dithiothreitol (DTT, 99%) were bought from Sigma-Aldrich (St Louis, Mo, USA). 4
ACS Paragon Plus Environment
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
114
The human serum was obtained from the Second Affiliated Hospital of Dalian
115
Medical University (Dalian, China). These human serum samples were supplied by 10
116
volunteers and pooled together with equal-volume, and the utilization of human serum
117
obeyed with the guideline of Ethics Committee of the Hospital. Hydrochloric acid
118
(HCl) and formaldehyde was acquired from Tianjin Kermel Chemical Reagent Co.
119
Ltd. (Tianjin, China). Ethanol was purchased from Shanghai chemical Plant
120
(Shanghai, China). Acetonitrile (ACN) was purchased from Merck (Darmstadt,
121
Germany). Deionized water was doubly distilled and purified by Milli-Q system
122
(Millipore Inc., Milford, MA, USA). Other chemical reagents were of analytical
123
grade.
124
2.2 Preparation of chitosan-based membrane
125
The preparation process of chitosan-based membrane was shown in Scheme 1.
126
All chitosan membranes were prepared according to the following steps. A certain
127
amount of chitosan was added to 1% acetic acid solution and sonicated for 30 min
128
until a homogeneous solution was obtained. Crosslinking reagent (PEGDGE) was
129
dissolved in water to prepare another aqueous solution with a mass ratio of 1/9. A
130
certain amount of PEGDGE solution was added into the solution of chitosan and
131
sonicated for 15 min. The detailed compositions are listed in Table 1. The resulting
132
solution was centrifuged at 10,000 rpm for 20 min to remove air bubbles, and then
133
carefully transferred to a copper plate as a mold. The bottom of the mold was quickly
134
immersed in liquid nitrogen to allow rapid freezing of the solution. After the solution
135
was completely frozen, the mold was transferred from liquid nitrogen to a vacuum
136
freeze dryer and lyophilized for 24 h to remove the solvent. Then, the mold was
137
placed in an oven at 60 °C for 6 h to allow complete curing chitosan with PEGDGE.
138
The obtained membrane was washed three times with water and ethanol, successively,
139
and then vacuum dried at 60 °C for 12 h prior to use.
5
ACS Paragon Plus Environment
Page 6 of 25
Page 7 of 25 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
140 141
Scheme 1. The preparation processes of chitosan-based biomimetic honeycomb
142
membrane.
143 144
2.3 Instruments and methods
145
The attenuated total reflection-Flourier transformed infrared spectroscopy
146
(ATR-FTIR) was obtained from Thermo Nicolet 380 spectrometer (Nicolet,
147
Wisconsin, USA). The pore structure and morphology of the materials were
148
investigated with scanning electron microscopy (SEM, JEOL JSM-5600, Tokyo,
149
Japan). Thermogravimetric analysis curve was collected on SDT Q600 (TA
150
Instrument Corp., USA). Water contact angle was obtained on a JC2000C machine
151
with 5 μL of water drop (Powereach, Shanghai, China). Elemental analysis was
152
measured on EMIA-8100H (Horiba, Japan).
153
2.4 Denaturation and enzymatic digestion of protein solutions
154
Two milligrams of BSA/IgG /serum proteins/fetuin were dissolved in 1 mL of
155
denaturing solution (8.0 mol·L-1 urea and 0.1 mol·L-1 ammonium bicarbonate)
156
followed by addition of 20 μL DTT (20 mmol·L-1) solution. The mixture was
157
incubated at 60 °C for 1 h. The 7.4 mg of IAA was added, and the mixture was
158
incubated for 30 min in the dark at room temperature. Then, the mixture was diluted 8
159
times with 0.1 mol/L ammonium bicarbonate solution, followed by addition of 80 μg
160
trypsin for BSA/IgG /serum proteins or elastase for fetuin and incubation at 37 °C for
161
16 h. Next, the pH of the mixture was adjusted to 2-3 with 10% TFA aqueous solution.
162
Solid phase extraction (SPE) was performed using a custom C18 column. The eluted
163
peptide solution was dried under vacuum and dissolved in 2.0 mL of 0.1% FA
164
aqueous solution. Finally, the obtained peptide solution was dispensed and dried 6
ACS Paragon Plus Environment
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
165
under vacuum, followed by storage in a freezer at -20 °C.
166
2.5 Enrichment of glycopeptides
167
The enrichment of glycopeptides generally includes 3 steps (loading, washing
168
and elution) in HILIC, as illustrated in Scheme 2. One milligram of BHCM was
169
washed with 200 μL of enrichment solution (ACN/H2O/TFA = 83/16/1, v/v/v) for 3
170
times, and then 200 μL of loading solution (ACN/H2O/TFA = 83/16/1, v/v/v)
171
containing 1 μg of IgG tryptic digest was added. The mixture was gently incubated on
172
a platform shaker at room temperature for 30 min. Next, the solution was discarded
173
after centrifugation at 1500 g for 2 min, and then washed for 15 min 3 times with 200
174
μL of washing solution (ACN/H2O/TFA = 83/16/1, v/v/v). Then, the captured
175
glycopeptides were eluted twice with 100 μL of elution solution (ACN/H2O/TFA =
176
30/69/1, v/v/v) for 10 min at room temperature. Finally, the eluted solution was
177
analyzed by MALDI-TOF MS.
178 179
Scheme 2. Schematic processes of enrichment of glycopeptides from the tryptic
180
digest proteins via HILIC.
181 182
In order to enrich the N-glycopeptides from human serum, the above-mentioned
183
lyophilized tryptic digest (120 μg) was dissolved in 500 μL of loading solution
184
(ACN/H2O/TFA=83/16/1, v/v/v), and then 5 mg of BHCM were added to the solution. 7
ACS Paragon Plus Environment
Page 8 of 25
Page 9 of 25 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
185
The mixture was incubated on a platform shaker for 30 min at room temperature.
186
Subsequently, the BHCM was isolated from the mixture by centrifugation at 1500 g
187
for 2 min, and washed with 500 μL washing solution (ACN/H2O/TFA = 83/16/1,
188
v/v/v). Then, the captured glycopeptides were eluted with 3 × 250 μL of elution
189
solution (ACN/H2O/TFA = 30/69/1, v/v/v) for 10 min at room temperature. Finally,
190
the
191
deglycosylated and analyzed by LC-MS/MS.37 The detailed LC-MS experiments were
192
given in Supporting Information (SI).
glycopeptide
solutions
from
three
elutions
were
mixed,
lyophilized,
193
To further investigate the enrichment performance for O-linked glycopeptides,
194
the deglycosylated fetuin digest (30 μg) was dissolved in 200 μL of loading solution
195
(ACN/H2O/TFA=83/16/1, v/v/v). The HILIC enrichment was the same as the
196
above-described procedures.
197 198
3. Results and discussion
199
3.1 Design and Preparation of BHCM
200
Both plants and animals possess analogous tissues containing networks of pores,
201
to deal with mass transport and rates of reactions.38 There were many in-depth studies
202
on preparation and application of biomimetic materials in recent years. Yu et al. made
203
a novel bioinspired polymeric wood by freeze-casting method, which had same
204
structure as honeycomb.39 In addition, Han et al. created a ceramic/polymer
205
composite with honeycomb-like structure through a simple freeze-casting method.40
206
In this case, chitosan was selected as precursor to form a hydrophilic macroporous
207
biomimetic honeycomb membrane with freeze-casting method. In order to prevent
208
chitason from redissolving in HILIC, a little PEGDGE was added into chitosan
209
solution, in which epoxy-amine ring-opening polymerization occurred during the
210
formation of membrane. The influence of chitosan concentration in prepolymerization
211
solution on the formation of membranes was primarily investigated in detail. As
212
shown in Table 1, 4 membranes (BHCMs) were synthesized using various
213
concentrations of chitosan. It could be found that BHCM-1 was extremely flexible
214
when the concentration of chitosan was kept at 1.0 mg mL-1, even if gently touching 8
ACS Paragon Plus Environment
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 10 of 25
215
could leave a fingerprint on its surface, and just exhaling to BHCM-1 would cause its
216
serious deformation. Hence, the concentration of chitosan was raised to 10 mg mL-1,
217
and the resulting BHCM-2 showed certain inflexibility. With further increasing of
218
concentration of chitosan from 30 to 50 mg mL-1, it could be found that the resulting
219
materials became more and more hard (BHCM-3 and BHCM-4 as shown in Table 1).
220
These results demonstrated that higher matrix density endowed greater rigidity of
221
BHCM.
222 223
Table 1. Detailed composition for fabrication of BHCM. Membrane
Chitosan concentration (mg mL-1)
PEGDGE/chitosan (w/w)
BHCM-1
1.0
1/10
BHCM-2
10.0
1/10
BHCM-3
30.0
1/10
BHCM-4
50.0
1/10
224 225
3.2 Physical properties of BHCM
226
In order to distinctly observe pore morphology, BHCMs were characterized by
227
SEM. As described in previous report, the morphology of materials prepared with the
228
freeze-casting method could be modified by changing concentrations of the solution.40
229
The SEM images of BHCM-1, BHCM-2, BHCM-3 and BHCM-4, which were
230
fabricated by using different chitosan concentrations at 1.0, 10.0, 30.0 and 50.0 mg
231
mL-1, respectively, are shown in Fig. 1 and Fig. S1 (SI). As shown in Fig. S1A and B,
232
the BHCM-1 exhibited wrinkled skeleton, tunnel structures and pore wall with a
233
thickness of about 200 nm, and its porous structure was irregular. The microstructures
234
of BHCM-2 (Fig. 1A and B) and BHCM-3 (Fig. S1C and D) were still irregular, and
235
the wrinkled skeleton looked like bovine stomach surface, but tunnel structures
236
obviously became narrower. When chitosan concentration was kept at 50 mg mL-1, a
237
honeycomb-like porous structure of BHCM-4 was observed in Fig. 1C. It can be seen
238
that BHCM-4 exhibited highly homogeneous and orderly porous structure with a pore
239
wall thickness of about 100 nm (Fig. 1D). The reason for these results was owing to 9
ACS Paragon Plus Environment
Page 11 of 25 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
240
that the materials of BHCM-1, BHCM-2 and BHCM-3 were too soft, resulting in their
241
structures underwent deformation during the preparation of the samples for SEM.
242
Actually, 4 kinds of BHCMs exhibited honeycomb-like orderly homogeneous tunnel
243
structure, but possessed different rigidity.
244 245
Fig. 1. SEM images of (A, B) BHCM-2 and (C, D) BHCM-4. (A, C) × 400
246
magnification, (B, D) × 10000 magnification.
247 248
Moreover, in order to evaluate the stability of BHCM during the enrichment
249
process. The BHCM-2 was characterized by SEM after being immersed in
250
ACN/H2O/TFA (83/16/1, v/v/v) and ACN/H2O/TFA (30/69/1, v/v/v) for 12 h,
251
respectively. As shown in Fig. S2 (SI), it could be found that there were no obviously
252
differences in structure of the BHCM-2 between before being immersed and after
253
being immersed.
254
Water contact angle was tested to reflect the hydrophilicity of BHCMs. As 10
ACS Paragon Plus Environment
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
255
shown in Fig. 2A, the water contact angle of BHCM-2 was 40.6°, and the water
256
contact angles of other three BHCMs were also about 40° (data not shown). This
257
result indicated that the hydrophilicity of these materials was not relevant to chitason
258
concentration, and they could be used for enrichment of glycosylated peptides. The
259
resulting BHCM was subjected to thermogravimetric analysis (TGA) under an air
260
atmosphere from 25 to 800 °C with a heating rate of 10 °C min-1. As shown in Fig. 2B,
261
there was slight weight loss before 100 °C, likely because the BHCM was hydrophilic
262
and easily tended to absorption of moisture even after dried at 60 °C. With the
263
increasing of furnace temperature, no significant weight loss was observed before 260
264
°C. Subsequently, the thermogravimetric curve illustrated notable mass loss of
265
approximate 95% corresponding to the range of 230–580 °C (Fig. 2B). The above
266
result suggested that the BHCM had good thermal stability.
267
In this case, PEGDGE was chosen as a crosslinking reagent and copolymerized
268
with chitosan via epoxy-amine ring-opening polymerization. To research this
269
polymerization, ATR-FTIR was employed to characterize 2 precursors (PEGDGE and
270
chitosan) and BHCM. It could be seen from Fig. 2C that basic characteristic peaks at
271
3354 cm−1 (overlapped stretching vibrations between -OH and -NH groups), 2940 and
272
2870 cm−1 (-CH stretch), 1648 and 1593 cm−1 (amide II band due to C-O and N-H
273
stretching, respectively), 1058 cm-1 (skeletal vibrations involving C-O stretch) existed
274
in both chitosan and BHCM. The signal of epoxy group in PEGDGE was 910 cm−1,
275
while the peak at 910 cm−1 (assigned to epoxy group) disappeared in BHCM. It was
276
suggested that the nucleophilic additional reaction was carried out between the amino
277
group of chitosan and the epoxy group of PEGDGE which produced extra amino and
278
hydroxyl groups.
11
ACS Paragon Plus Environment
Page 12 of 25
Page 13 of 25 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
279 280
Fig. 2. (A) Water contact angle of BHCM-2, (B) thermogravimetric curve of
281
BHCM-2 at a heating rate of 10 oC min-1 with air atmosphere and (C) ATR-FTIR
282
spectra of chitosan, PEGDGE and BHCM-2.
283 284
The chitosan and BHCM-2 were selected for elemental analysis, and the results
285
were shown in Table 2. Comparing with the nitrogen content of chitosan, the nitrogen
286
content of BHCM-2 obviously decreased due to the introduction of crosslinking agent
287
PEGDGE whose molecular formula does not contain nitrogen atom. Moreover, there
288
were no significant differences between theoretical value and measured value of each
289
element in BHCM-2. These results further indicated that the crosslinking agent
290
PEGDGE was successfully copolymerized with chitosan.
291 292 293 294 295 12
ACS Paragon Plus Environment
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
296
Page 14 of 25
Table 2. The results of elemental analysis for chitosan and BHCM-2. Column
N%
C%
H%
O%
Chitosan
7.48
40.18
7.02
43.99
BHCM-2
6.31
40.39
6.97
46.09
297 298
3.3 Applications of BHCM for enrichment of glycosylated peptides
299
Owing to different hydrophilic interaction, the glycopeptides were retained on
300
the surface of BHCM, while the non-glycopeptides were washed off by the elution
301
solution. The tryptic digest of standard protein (IgG) was employed to preliminarily
302
evaluate the enrichment performance of 4 BHCMs at the same experimental
303
conditions (ACN/H2O/TFA, 83/16/1, v/v/v). It could be found that there were no
304
significant differences on enrichment performance among 4 BHCMs (as shown in Fig.
305
S3). Considering that the rigidity of BHCMs was elevated with the increasing
306
concentration of chitosan in prepolymerization solution from 1 to 50 mg mL-1, the
307
BHCM-2 was ultimately chosen to perform the enrichment of glycosylated peptides
308
in the following experiments as a compromised choice.
309
The proportion of organic phase in loading solution is one of the most significant
310
factors for enrichment, which affects the retention behavior of hydrophilic peptides on
311
hydrophilic materials. Therefore, 4 kinds of loading solutions for glycopeptides
312
enrichment were investigated, as shown in Fig. S4 (SI) and Fig. 3B. When
313
ACN/H2O/TFA (87/12/1, v/v/v) was selected as the loading solution, a large amount
314
of non-glycopeptides with high signal intensity were observed in Fig. S4A. When
315
ACN/H2O/TFA (85/14/1, v/v/v) was chosen as the loading solution, the signals of
316
non-glycopeptides were still obviously observed in Fig. S4B, but the signal intensity
317
reduced, comparing with Fig. S4A. Using ACN/H2O/TFA (83/16/1, v/v/v) as the
318
loading solution, the signal intensity of glycopeptides was relatively stronger than that
319
of non-glycopeptides (Fig. 3B), indicating that the non-glycopeptides were efficiently
320
removed, and the glycosylated peptides were well retained. However, the signals of
321
glycopeptides were significantly weakened in Fig. S4C and only 12 glycopeptides 13
ACS Paragon Plus Environment
Page 15 of 25 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
322
(shown in Table. S1) were detectable when the loading solution was set at
323
ACN/H2O/TFA (81/18/1, v/v/v). After comprehensive consideration, the content of
324
ACN was eventually set at 83% as loading solution in the subsequent enrichment of
325
glycosylated peptides experiments.
14
ACS Paragon Plus Environment
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
326 327
Fig. 3. MALDI-TOF mass spectra of tryptic digest of IgG. (A) Direct analysis,
328
analysis after enrichment with (B) BHCM-2, (C) ZIC®-HILIC and (D) analysis of the
329
deglycosylated peptides enriched by BHCM-2 with 83% ACN + 1% TFA as loading 15
ACS Paragon Plus Environment
Page 16 of 25
Page 17 of 25 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
330
solution and 30% ACN + 1% TFA as elution solution. Glycopeptide peaks identified
331
are marked with the symbol “*”.
332 333
The concentration of TFA in loading solution also had effect on the retention
334
behavior of hydrophilic peptides in HILIC. To further optimize enrichment conditions,
335
the ability of enrichment of glycosylated peptides with BHCM-2 was investigated
336
using different contents of TFA (0.1%, 1% and 5%, w/v). When the concentration of
337
TFA in both loading and elution solutions were kept at 0.1%, the signals of
338
non-glycosylated peptides emerged weakly in Fig. S5A (SI), indicating that the
339
enrichment of glycosylated peptides was unsatisfactory in this condition.
340
Subsequently, 1% and 5% TFA in both loading and elution solution were utilized in
341
enrichment of glycosylated peptides, and the results (shown in Fig. 3B and S5B) were
342
desirable. Considering solubility of chitosan in acid, ACN/H2O/TFA (83/16/1, v/v/v)
343
and ACN/H2O/TFA (30/69/1, v/v/v) were finally determined as loading and elution
344
solution in the subsequent experiments, respectively.
345
The addition of TFA to loading solution and elution solution has been widely
346
used to increase the difference in hydrophilicity between glycopeptides and
347
non-glycosylated peptides via ion pairing. As previously described, TFA in elution
348
solution could be displaced by NH4HCO3.41 Based on above-mentioned work, the
349
influence of 2 kinds of ion pairings (TFA and NH4HCO3) were investigated for
350
enrichment of glycosylated peptides using BHCM-2. There were no obviously
351
differences on enrichment performance (as shown in Fig. 3B and Fig. S6 (SI)) when
352
loading solution was ACN/H2O/TFA (83/16/1, v/v/v), and elution solution was
353
ACN/H2O/NH4HCO3 (30/69/1, v/v/v). However, there was strong suppression of the
354
MS signals of glycopeptides in the presence of NH4HCO3. Therefore, TFA was
355
chosen as ion pairing in elution solution for enriching glycosylated peptides.
356
As shown in Fig. 3A, 8 glycosylated peptides were directly detected in the
357
unenriched tryptic digest of IgG, because the signals of highly abundant
358
non-glycopeptides suppressed the signals of glycopeptides. After enrichment by the
359
BHCM-2, 32 glycopeptides could be detected, while the interference from 16
ACS Paragon Plus Environment
Analytical Chemistry
360
non-glycopeptides was almost completely eliminated (Fig. 3B and Table S2). In
361
comparison, only 22 glycopeptides were detectable when the glycopeptides were
362
captured from tryptic digest of IgG using a commercial ZIC®-HILIC material (Fig. 3C
363
and Table S3). It could be found that the BHCM-2 exhibited higher enrichment
364
efficiency for glycopeptides than commercial material. All glycopeptides, which were
365
enriched by BHCM-2, were further deglycosylated with PNGase F and analyzed by
366
MALDI. Four deglycosylated peptides were detected in Fig. 3D, further confirming
367
that these peptides were all glycosylated. These results illustrated that the BHCM-2
368
had excellent performance for enrichment of glycopeptides.
369
In addition, the adsorption capacity of BHCM-2 for glycopeptides was
370
investigated. Different amount of BHCM-2 were respectively incubated with an
371
identical amount of the tryptic digest of IgG (25 μg). When using 2 mg BHCM-2,
372
signal intensities of the 6 selected glycopeptides reached maximum after enrichment
373
(Fig. 4). The capacity of BHCM-2 for glycopeptides was calculated as 12.5 μg mg-1. 3500
m/z=2602 m/z=2634 m/z=2764 m/z=2796 m/z=2926 m/z=2958
3000 2500
Intensity
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 25
2000 1500 1000 500 0
0.5
1
2 3 Amount(mg)
4
5
374 375
Fig. 4. The signal intensities of 6 selected glycopeptides from 25 μg of IgG digests
376
after enrichment by different amounts of BHCM-2.
377 378
In consideration of the low abundance of glycoproteins in biological samples, the
379
sensitivity of detection was also assessed for enrichment of glycopeptides using 17
ACS Paragon Plus Environment
Page 19 of 25 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
380
BHCM-2 in this work, as shown in Fig. S7 (SI). Six glycopeptides could be detected
381
in 500 fmol of the tryptic digest of IgG (Fig. S7A). When the amount of tryptic digest
382
of IgG was 50 fmol, 5 glycopeptides were still detectable (Fig. S7B). As a comparison,
383
the commercial ZIC®-HILIC material was also used to enrich glycopeptides under the
384
same conditions. Unfortunately, only 5 and 1 glycopeptides could be detected with
385
commercial ZIC®-HILIC material under the same conditions (Fig. S7C and D). It
386
could be further demonstrated that the BHCM-2 exhibited high sensitivity for
387
enrichment of glycopeptides.
388
In order to evaluate the selectivity of BHCM-2 in enrichment of glycopeptides, a
389
mixture of tryptic digests of IgG and BSA was incubated with BHCM-2 for
390
enrichment. As shown in Fig. S8A and Table S4, 21 glycopeptides could be detected
391
when the molar ratio of tryptic digests of IgG and BSA was kept as 1/100 after
392
enrichment by the BHCM-2. Furthermore, when the molar ratio was 1/200, 17
393
glycopeptides were still detectable (Fig. S8B and Table S5). Even when the molar
394
ratio of tryptic digests of IgG and BSA decreased to 1/500, 14 glycopeptides
395
continued to be observed with high signal intensity (Fig. S8C and Table S6). For
396
comparison, the commercial ZIC®-HILIC material was also employed to capture
397
glycopeptides under the same conditions. When the molar ratios were 1/100 (Fig. S8D
398
and Table S7) and 1/200 (Fig. S8E and Table S8), 11 glycopeptides and 7
399
glycopeptides were detectable, respectively. Moreover, when the molar ratio was kept
400
as 1/500, only 4 glycopeptides could be observed (Fig. S8F and Table S9). The results
401
of interference experiments demonstrated that the BHCM-2 had higher selectivity in
402
enrichment of glycopeptides than the commercial ZIC®-HILIC material.
403
Moreover, in order to achieve an accurate quantitative result, through using the
404
stable isotope dimethyl labeling technique according to the literature,42,43 the parallel
405
reaction monitoring (PRM) mass spectrometry method was utilized to quantify the
406
recovery of glycopeptide enrichment by BHCM-2. As shown in Table 3, the recovery
407
of glycopeptide enrichment was 93.2% ± 7%. The results indicated that BHCM had
408
outstanding recovery for the selective enrichment of glycopeptides. Meanwhile, the
409
above results were superior to those previously reported with GO-PEI-Au-L-Cys 18
ACS Paragon Plus Environment
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 25
410
(79.4%)44, cysteine-functionalized MOFs (80%)45 and CS@PGMA@IDA−Ti4+
411
(75.4%)46.
412 413
Table 3. Enrichment recoveries of N-linked glycopeptides from an IgG tryptic digest
414
(9 μg) using BHCM-2 by LC-PRM mass spectrometry. Amino acid sequence(m/z)
Recover ± S.D(%,n=3)
EEQFN#STFR(1158.5)
93.4 ± 4.2
EEQYN#STYR(1190.5)
93.3 ± 1.3
Average ± S.D 93.3% ± 3.1%
415 416
In order to further investigate application of the BHCM, human serum was
417
selected as an actual biological sample to evaluate the ability of BHCM. According to
418
the above procedures to deal with serum samples and deglycosylation with PNGaseF,
419
the resulting products were analyzed by LC-MS/MS. Through performing three
420
paralleled enrichment experiments with BHCM-2 and the database search for
421
experimental results, 270 unique N-glycosylation sites of 400 unique N-glycopeptides
422
from 146 N-glycosylated proteins were identified when 2 μL serum sample were used
423
(as shown in Table S10 (SI) and Fig. 5). A chitosan-based microsphere (CSMS) was
424
recently reported by Feng et al.,47 which exhibited high selectivity (HRP/BSA=1/100)
425
and good sensitivity (45 fmol of HRP) in glycopeptides enrichment, and identified
426
194 unique N-glycosylation sites from 2 μL of human serum. In our work, the BHCM
427
showed higher selectivity (IgG/BSA=1/500) and similar sensitivity (50 fmol) in
428
glycopeptides enrichment, and could identify two-fold unique N-glycosylation sites as
429
many as the CSMS. Compared with the CSMS, BHCM was synthesized with a simple
430
and convenient method and exhibited better application effect through a bionic
431
strategy. These results demonstrated that the material BHCM-2 possessed excellent
432
selectivity and efficiency in enrichment of glycopeptides, and could be widely applied
433
to analysis of complex biological samples.
19
ACS Paragon Plus Environment
Page 21 of 25 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
434 435
Fig. 5. (A) Separation chromatogram of tryptic digest of serum after enrichment by
436
BHCM-2 on C18 column by LC-MS/MS and Venn diagrams of (B) N-glycopeptides,
437
(C) N-glycosylation sites and (D) N-glycoproteins after enriched by BHCM-2.
438 439
Furthermore, O-linked glycopeptides was another major glycosylation on protein.
440
However, compared with N-glycopeptides, O-glycopeptides had lower hydrophilicity,
441
which made it hard to be enriched by HILIC and analyzed by MALDI-TOF MS. As a
442
result, the enrichment performance for O-linked glycopeptides was never considered
443
in most of previously reports. In this work, 48 unique O-glycosylation sites of 278
444
unique O-glycopeptides were identified when 30 μg deglycosylated fetuin digest were
445
used (as shown in Table S11, Table S12 and Fig. S9). These results further indicated
446
that BHCM-2 had extensive applicability to different types of glycopeptides.
447 448
Conclusions
449
In this study, a novel membrane material with accessible macropores has been
450
facilely prepared using chitosan and PEGDGE as precursors via freeze-casting
451
method. Its preparation process was very simple, and starting materials were
452
inexpensive. The resulting material BHCM possessed good biocompatibility, decent 20
ACS Paragon Plus Environment
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
453
hydrophilicity, good specificity, high sensitivity of detection and outstanding recovery.
454
The honeycomb-like structure could effectively cut down the existence of steric
455
hindrance between the material and glycopeptides. Moreover, the material BHCM
456
possessed extensive applicability and high selectivity in different types of
457
glycopeptides, which exhibited great potential of the BHCM in enrichment of
458
glycopeptides from complex biological samples. Compared with other HILIC
459
materials, BHCM features low cost, simple preparation process, as well as excellent
460
enrichment capability for glycopeptides.
461 462
Supporting Information
463
Fig. S1, SEM images of BHCM-1 and BHCM-3; Fig. S2, SEM images of BHCM-2 after being
464
immersed in loading solution and elution solution; Fig. S3, MALDI spectra of N-glycopeptides
465
from IgG tryptic digest after enrichment by 4 different BHCMs; Fig. S4, MALDI spectra of
466
N-glycopeptides from IgG digest after enrichment by BHCM-2 with different ACN content in
467
loading solution; Fig. S5, MALDI spectra of N-glycopeptides enriched from IgG digest with
468
different TFA content; Fig. S6, MALDI spectra of N-glycopeptides enriched from IgG digest
469
using BHCM-2 with 30% ACN + 1% NH4HCO3 as elution solution; Fig. S7, MALDI spectra of
470
500 and 50 fmol of IgG tryptic digest after enrichment by BHCM-2 and ZIC®-HILIC; Fig. S8,
471
MALDI spectra of N-glycopeptides from IgG and BSA tryptic digest with different molar ratios
472
after enrichment by BHCM-2 and ZIC®-HILIC; Fig. S9, Venn diagrams of O-glycopeptides and
473
O-glycosylation sites identified from fetuin digest after enrichment by BHCM-2; Table S1,
474
identified N-glycopeptides in IgG by BHCM-2 with 81% ACN + 1% TFA as loading solution;
475
Table S2, identified N-glycopeptides in IgG by BHCM-2; Table S3, identified N-glycopeptides in
476
IgG by ZIC®-HILIC; Table S4-S6, identified N-glycopeptides in IgG and BSA with different
477
molar ratio by BHCM-2; Table S7-S9, identified N-glycopeptides in IgG and BSA with different
478
molar ratio by ZIC®-HILIC; Table S10, identified N-glycopeptidesin human serum by BHCM-2;
479
Table S11, identified O-glycopeptides in fetuin by BHCM-2; Table S12, identified
480
O-glycosylation sites in fetuin by BHCM-2
481 482 21
ACS Paragon Plus Environment
Page 22 of 25
Page 23 of 25 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
483
Analytical Chemistry
Acknowledgements
484
Financial support is gratefully acknowledged from the China State Key Basic
485
Research Program Grant (2016YFA0501402) and the National Science Fund for
486
Distinguished Young Scholars (21525524), as well as the National Natural Sciences
487
Foundation of China (No. 21575141, 21675125 and 21606181) and CAS-Weigao
488
Research & Development Program ([2017]-009). And we are very grateful for the
489
financial support from the Amygdalus pedunculata Engineering Technology Research
490
Center of the State Forestry Administration and Key Laboratory of Yulin Desert Plant
491
Resources.
492 493
References
494
(1) An, H. J.; Froehlich, J. W.; Lebrilla, C. B. Curr. Opin. Chem. Biol. 2009, 13, 421-426.
495
(2) Jia, X. G.; Demchenko, A. V. Beilstein J. Org. Chem. 2017, 13, 2028-2048.
496
(3) Song, E.; Mechref, Y. Biomarkers Med. 2015, 9, 835-844.
497
(4) Palaniappan, K. K.; Bertozzi, C. R. Chem. Rev. 2016, 116, 14277-14306.
498
(5) Cummings, R. D.; Pierce, J. M. Chem. Biol. 2014, 21, 1-15.
499
(6) Hart, G. W.; Copeland, R. J. Cell 2010, 143, 672-676.
500
(7) Russo, L.; Cipolla, L. Chem.-Eur. J. 2016, 22, 13380-13388.
501
(8) Hakomori, S. Cancer Res. 1985, 45, 2405-2414.
502
(9) Freeze, H. H. J. Biol. Chem. 2013, 288, 6936-6945.
503
(10) Reis, C. A.; Osorio, H.; Silva, L.; Gomes, C.; David, L. J. Clin. Pathol. 2010, 63, 322-329.
504
(11) Pinho, S. S.; Reis, C. A. Nat. Rev. Cancer 2015, 15, 540-555.
505
(12) Pan, S.; Chen, R.; Aebersold, R.; Brentnall, T. A. Mol. Cell. Proteomics 2011, 10, R110.003251.
506
(13) Sun, B.; Ranish, J.; Utleg, A. G.; White, J. T.; Yan, X. W.; Lin, B. Y.; Hood, L. Mol. Cell.
507
Proteomics 2007, 6, 141-149.
508
(14) Morris, H. R.; Thompson, M. R.; Osuga, D. T.; Ahmed, A. I.; Chan, S. M.; Vandenheede, J. R.;
509
Feeney, R. E. J. Biol. Chem. 1978, 253, 5155-5162.
510
(15) Kolli, V.; Schumacher, K. N.; Dodds, E. D. Bioanalysis 2015, 7, 113-131.
511
(16) Olsen, J. V.; Mann, M. Mol. Cell. Proteomics 2013, 12, 3444-3452.
512
(17) Dell, A.; Morris, H. R. Science 2001, 291, 2351-2356.
513
(18) Novotny, M. V.; Alley, W. R., Jr. Curr. Opin. Chem. Biol. 2013, 17, 832-840.
514
(19) Domon, B.; Aebersold, R. Science 2006, 312, 212-217.
515
(20) Zhang, H.; Li, X. J.; Martin, D. B.; Aebersold, R. Nat. Biotechnol. 2003, 21, 660-666.
516
(21) Mysling, S.; Palmisano, G.; Hojrup, P.; Thaysen-Andersen, M. Anal. Chem. 2010, 82, 5598-5609.
517
(22) Mechref, Y.; Madera, M.; Novotny, M. V. Methods Mol. Biol. 2008, 424, 373-396.
518
(23) Wuhrer, M.; Catalina, M. I.; Deelder, A. M.; Hokke, C. H. J. Chromatogr. B 2007, 849, 115-128.
519
(24) Zhang, Y.; Jing, H.; Wen, T.; Wang, Y.; Zhao, Y.; Wang, X.; Qian, X.; Ying, W. Talanta 2019,
520
191, 509-518.
521
(25) Takegawa, Y.; Deguchi, K.; Keira, T.; Ito, H.; Nakagawa, H.; Nishimura, S. J. Chromatogr. A 22
ACS Paragon Plus Environment
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
522
2006, 1113, 177-181.
523
(26) Wuhrer, M.; Koeleman, C. A. M.; Hokke, C. H.; Deelder, A. M. Anal. Chem. 2005, 77, 886-894.
524
(27) Wuhrer, M.; de Boer, A. R.; Deelder, A. M. Mass Spectrom. Rev. 2009, 28, 192-206.
525
(28) Hagglund, P.; Bunkenborg, J.; Elortza, F.; Jensen, O. N.; Roepstorff, P. J. Proteome Res. 2004, 3,
526
556-566.
527
(29) Li, Y.; Wang, J.; Sun, N.; Deng, C. H. Anal. Chem. 2017, 89, 11151-11158.
528
(30) Yan, J.; Li, X.; Yu, L.; Jin, Y.; Zhang, X.; Xue, X.; Ke, Y.; Liang, X. Chem. Commun. 2010, 46,
529
5488-5490.
530
(31) Sun, N.; Wang, J.; Yao, J.; Deng, C. Anal. Chem. 2017, 89, 1764-1771.
531
(32) Li, J.; Wang, F.; Wan, H.; Liu, J.; Liu, Z.; Cheng, K.; Zou, H. J. Chromatogr. A 2015, 1425,
532
213-220.
533
(33) Ma, R.; Hu, J.; Cai, Z.; Ju, H. Nanoscale 2014, 6, 3150-3156.
534
(34) Bibi, A.; Ju, H. Talanta 2016, 161, 681-685.
535
(35) Wang, J.; Li, J.; Gao, M.; Zhang, X. Nanoscale 2017, 9, 10750-10756.
536
(36) Wang, Z.; Wu, R.; Chen, H.; Sun, N.; Deng, C. Nanoscale 2018, 10, 5335-5341.
537
(37) Xia, C.; Jiao, F.; Gao, F.; Wang, H.; Lv, Y.; Shen, Y.; Zhang, Y.; Qian, X. Anal. Chem. 2018, 90,
538
6651-6659.
539
(38) Zheng, X.; Shen, G.; Wang, C.; Li, Y.; Dunphy, D.; Hasan, T.; Brinker, C. J.; Su, B. L. Nat.
540
Commun. 2017, 8, ncomms14921.
541
(39) Yu, Z.-L.; Yang, N.; Zhou, L.-C. Sci. Adv. 2018, 4, sciadv.aat7223.
542
(40) Zhao, H.; Yue, Y.; Guo, L.; Wu, J.; Zhang, Y.; Li, X.; Mao, S.; Han, X. Adv. Mater. 2016, 28,
543
5099-5105.
544
(41) Dong, X.; Qin, H.; Mao, J.; Yu, D.; Li, X.; Shen, A.; Yan, J.; Yu, L.; Guo, Z.; Ye, M.; Zou, H.;
545
Liang, X. Anal. Chem. 2017, 89, 3966-3972.
546
(42) Boersema, P. J.; Raijmakers, R.; Lemeer, S.; Mohammed, S.; Heck, A. J. Nat. Protoc. 2009, 4,
547
484-494.
548
(43) Hsu, J.-L.; Huang, S.-Y.; Chow, N.-H.; Chen, S.-H. Anal. Chem. 2003, 75, 6843-6852.
549
(44) Jiang, B.; Liang, Y.; Wu, Q.; Jiang, H.; Yang, K.; Zhang, L.; Liang, Z.; Peng, X.; Zhang, Y.
550
Nanoscale 2014, 6, 5616-5619.
551
(45) Ma, W.; Xu, L.; Li, X.; Shen, S.; Wu, M.; Bai, Y.; Liu, H. ACS Appl. Mater. Interfaces 2017, 9,
552
19562-19568.
553
(46) Zou, X.; Jie, J.; Yang, B. Anal. Chem. 2017, 89, 7520-7526.
554
(47) He, X. M.; Liang, X. C.; Chen, X.; Yuan, B. F.; Zhou, P.; Zhang, L. N.; Feng, Y. Q. Anal. Chem.
555
2017, 89, 9712-9721.
556 557 558 559 560 561 562 563 564 565 23
ACS Paragon Plus Environment
Page 24 of 25
Page 25 of 25 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
566
Analytical Chemistry
For Table of Contents Only
567 568
24
ACS Paragon Plus Environment