Induction and identification of disulfide-intact and disulfide-reduced β-subunit of Shiga toxin 2...
Transcript of Induction and identification of disulfide-intact and disulfide-reduced β-subunit of Shiga toxin 2...
Dynamic Article LinksC<Analyst
Cite this: Analyst, 2011, 136, 1739
www.rsc.org/analyst PAPER
Publ
ishe
d on
21
Febr
uary
201
1. D
ownl
oade
d by
Uni
vers
ity o
f Pr
ince
Edw
ard
Isla
nd o
n 31
/10/
2014
06:
48:1
5.
View Article Online / Journal Homepage / Table of Contents for this issue
Induction and identification of disulfide-intact and disulfide-reduced b-subunitof Shiga toxin 2 from Escherichia coli O157:H7 using MALDI-TOF-TOF-MS/MS and top-down proteomics†
Clifton K. Fagerquist* and Omar Sultan
Received 12th November 2010, Accepted 23rd January 2011
DOI: 10.1039/c0an00909a
The disulfide-intact and disulfide-reduced b-subunit of Shiga toxin 2 (b-Stx2) from Escherichia coli
O157:H7 (strain EDL933) has been identified by matrix-assisted laser desorption/ionization time-of-
flight-time-of-flight tandem mass spectrometry (MALDI-TOF-TOF-MS/MS) and top-down
proteomic analysis using software developed in-house. E. coli O157:H7 was induced to express Stx2 by
culturing on solid agar media supplemented with 10–50 ng mL�1 of ciprofloxacin (CP). Bacterial cell
lysates at each CP concentration were analyzed by MALDI-TOF-MS. A prominent ion at mass-to-
charge (m/z)�7820 was observed for the CP concentration range: 10–50 ng mL�1, reaching a maximum
signal intensity at 20 ng mL�1. Complex MS/MS data were obtained of the ion at m/z �7820 by post-
source decay resulting in top-down proteomic identification as the mature, signal peptide-removed,
disulfide-intact b-Stx2. Eight fragment ion triplets (each spaced Dm/z �33 apart) were also observed
resulting from backbone cleavage between the two cysteine residues (that form the intra-molecular
disulfide bond) and symmetric and asymmetric cleavage of the disulfide bond. The middle fragment ion
of each triplet, from symmetric disulfide bond cleavage, was matched to an in silico fragment ion
formed from cleavage of the backbone at a site adjacent to an aspartic acid or glutamic acid residue.
The flanking fragment ions of each triplet, from asymmetric disulfide bond cleavage, were not matched
because their corresponding in silico fragment ions are not represented in the database. Easier to
interpret MS/MS data were obtained for the disulfide-reduced b-Stx2 which resulted in an improved
top-down identification.
Introduction
Shiga toxins (Stxs) are one of the causative agents of severe
foodborne illness due to Escherichia coli O157:H7 and other
Shiga toxin-containing E. coli (STEC). Stx infection can result in
hemolytic uremic syndrome (HUS), kidney failure and even
death.1,2 Stx is an AB5 toxin comprised of an a-subunit and five
identical b-subunits. After translation, the a- and b-subunits are
shuttled to the bacterial periplasm where, after their N-terminal
signal peptides have been removed, they self-assemble into the
holotoxin. The five b-subunits form a non-covalent donut-sha-
ped complex. The a-subunit is positioned primarily on one side
of the donut but also extends into the central pore. On the side
opposite to the a-subunit attachment, the b-pentamer forms
a highly specific non-covalent attachment to the surface of the
human intestine via glycosphingolipid globotriaosylceramide
(Gb3) receptors on the epithelial cell surface. In a complicated
Western Regional Research Center, Agricultural Research Service, U.S.Department of Agriculture, 800 Buchanan Street, Albany, CA, 94710,USA. E-mail: [email protected]
† Electronic supplementary information (ESI) available: See DOI:10.1039/c0an00909a
This journal is ª The Royal Society of Chemistry 2011
series of steps, the holotoxin is transported into the eukaryotic
cell where the a-subunit eventually undergoes proteolytic
cleavage by a human enzyme. This truncated a-subunit disrupts
ribosomal protein biosynthesis in the cytosol contributing to cell
damage and death.3
Two of the most important Shiga toxin genes are stx1 and
stx2. Stx2 is more often linked to severe foodborne illness. There
are a number of Stx1 and Stx2 variants which have slightly
different amino acid sequences in the two subunits. A number of
bacterial microorganisms may carry the stx gene, however
E. coli, and specifically the O157:H7 serotype, is most often
linked to foodborne illness that involves the presence of Stx. A
number of other non-O157:H7 serotypes of E. coli (e.g. O26,
O45, O103, O111, O121, O145, etc.) may also carry genes for stx1
and/or stx2.4–8 Unlike O157:H7, these non-O157 serotypes are
not currently considered, from a regulatory standpoint, as an
adulterant although they may cause illness as severe as that
caused by the O157:H7 serotype.
Typically, polymerase chain reaction (PCR) is used to deter-
mine if a microorganism carries stx genes by amplifying short
segments of the gene(s) with specific primers.6,8 Expression of Stx
toxin is often determined using an enzyme immunoassay8,9 or
Analyst, 2011, 136, 1739–1746 | 1739
Publ
ishe
d on
21
Febr
uary
201
1. D
ownl
oade
d by
Uni
vers
ity o
f Pr
ince
Edw
ard
Isla
nd o
n 31
/10/
2014
06:
48:1
5.
View Article Online
a Vero cell toxicity assay.10 Use of mass spectrometry-based
techniques for detection, identification or analysis of Stx has
been limited. Williams et al. reported detection of the b-subunit
of Stx1 from bacterial cell lysates in one of two closely-related
E. coli O157:H7 strains using liquid chromatography/electro-
spray ionization mass spectrometry (LC/ESI-MS).11 Kitova et al.
used ESI and high resolution Fourier transform ion cyclotron
resonance mass spectrometry (FT-ICR-MS) to examine the
intact AB5 complex of Stx1 and Stx2. The holotoxin self-
assembled in solution due to hydrophobic and/or non-covalent
forces, and the quaternary structure appeared to be retained into
the gas phase. Temperature and pH differences in solution were
reflected by variations in ESI charge state distributions in the gas
phase.12
Increasingly, matrix-assisted laser desorption/ionization
(MALDI) time-of-flight mass spectrometry (MALDI-TOF-MS)
and pattern recognition analysis are being used in the ‘‘finger-
printing’’ of microorganisms.13–17 MALDI-TOF-TOF tandem
mass spectrometry (MS/MS) has been used to isolate, fragment,
and identify intact protein ions from microorganisms in
conjunction with top-down proteomic analysis.18–20 Very
recently, our group reported top-down proteomic identification
of protein biomarkers from bacterial cell lysates of pathogenic
and non-pathogenic strains of E. coli cultured using conventional
solid agar media.19 Proteins were ionized by MALDI and
analyzed by TOF-TOF-MS/MS. Web-based software, developed
in-house, was used to rapidly compare the m/z of MS/MS frag-
ment ions to a database of in silico fragment ions derived from
bacterial protein sequences.20,21 In the current report, we
demonstrate definitive identification of the b-subunit of Stx2
(b-Stx2) from bacterial cell lysates of E. coli O157:H7 grown on
solid agar media supplemented with an antibiotic that is
a powerful inducer of the bacterial SOS-response.22 The
expressed b-Stx2 was ionized, analyzed and identified by
MALDI-TOF-TOF-MS/MS and top-down proteomics using
our in-house software. Fragmentation of the singly charged
b-Stx2 ion resulted in unusually complex MS/MS data due to the
presence of an intra-molecular disulfide bond. Analysis of the
disulfide-reduced b-Stx2 resulted in less complex MS/MS data
and an improved top-down identification.
Portions of this work were presented at the 239th National
American Chemical Society meeting (Spring 2010, San Francisco,
CA).23
Materials and methods
E. coli O157:H7 and induction of Stx2
Safety considerations: E. coli O157:H7 is a class II bacterial
microorganism. Microbiological manipulations were conducted
in a class II biohazard cabinet.
Approximately 1 mL of frozen stock E. coli O157:H7 (strain
ATCC # 43895, EDL933) was transferred to a 50 mL sterile
conical tube containing 25 mL of Luria-Bertani (LB) broth
(Becton Dickinson, Franklin Lakes, NJ) and incubated over-
night at 37.5 �C under static conditions. A 100 mL aliquot from
the overnight suspension was transferred to LB agar plates
(Becton Dickinson, Franklin Lakes, NJ) supplemented with 10,
20, 30, 40, or 50 ng mL�1 of the antibiotic ciprofloxacin (CP)
1740 | Analyst, 2011, 136, 1739–1746
(Fluka BioChemica, Buchs, Switzerland) to induce Stx2 expres-
sion. As a negative control, one plate was streaked in the absence
of CP (0 ng mL�1). The plates were incubated overnight at 37.5�C. Bacterial cells from each of the six plates were harvested
using a 1 mL sterile transfer loop, and transferred to a separate
2 mL microcentrifuge tube containing 300 mL of a solution of
67% HPLC-grade water (Honeywell, Burdick and Jackson,
Muskegon, WI), 33% HPLC-grade acetonitrile (Acros Organics,
Geel, Belgium) and 0.2% trifluoroacetic acid (Sigma-Aldrich, St.
Louis, MO) and approximately 100 mg of 0.1 mm zirconia–silica
beads (BioSpec Products, Bartlesville, OK). The tubes were
capped and homogenized by bead-beating for 60 seconds on
a reciprocating shaker (Mini-Beadbeater; Biospec Products,
Bartlesville, OK) after which they were centrifuged at 14 000 rpm
for 2 minutes. The supernatant was analyzed by mass spec-
trometry and tandem mass spectrometry.
Disulfide reduction of b-Stx2
Reduction of the single disulfide bond of b-Stx was performed
using the following protocol. Bacterial cells were grown over-
night on LB agar plates containing 20 ng mL�1 CP and harvested
as described previously. However, the extraction solution con-
sisted of 300 mL of HPLC-grade water. Twenty mL of bacterial
cell supernatant was mixed with 1 mL of 1 M molecular grade
dithiothreitol (DTT, Sigma-Aldrich, St. Louis, MO) followed by
incubation at 70 �C for 10 minutes in order to reduce the intra-
molecular disulfide bond. The sample was then analyzed by mass
spectrometry and tandem mass spectrometry.
Mass spectrometry and tandem mass spectrometry
A 1 mL aliquot of bacterial cell lysate supernatant was spotted
onto a 384-well stainless steel target plate and allowed to dry at
room temperature. A 1 mL aliquot of saturated MALDI matrix
solution was spotted on top of the dried sample spot and allowed
to dry at room temperature. Matrix solutions consisted of
a saturated solution of either 3,4-dihydroxy-cinnamic acid
(caffeic acid), a-cyano-4-hydroxy-cinnamic acid (HCCA), or
3,5-dimethoxy-4-hydroxy-cinnamic acid (sinapinic acid) in 67%
HPLC-grade water, 33% HPLC-grade acetonitrile, and 0.2%
trifluoroacetic acid. All MALDI matrices were obtained from
commercial suppliers (Fluka Analytical, Switzerland) at a purity
of $99.0% and were used without further recrystallization.
Standards for calibrating in MS linear mode were cytochrome C
from horse heart (ICN Biochemicals, Cleveland, OH), lysozyme
from chicken egg white (Sigma-Aldrich, St. Louis, MO) and
myoglobin from horse skeletal muscle (Sigma-Aldrich, St. Louis,
MO). [Glu1]-fibrinopeptide B human (Sigma-Aldrich, St. Louis,
MO) was used to calibrate in MS/MS reflectron-mode.
MS and MS/MS analyses were performed using a 4800 Plus
MALDI-TOF/TOF mass spectrometer (Applied Biosystems,
Foster City, CA) equipped with a pulsed solid-state YAG laser
(200 Hz, 355 nm, 5 ns pulse width). MS analysis was conducted in
linear positive ion mode using default settings for a mid-mass
analysis at an acceleration voltage of 20 kV. The linear TOF was
externally calibrated using a protein standard mixture of
cytochrome C (Ave. MW ¼ 12 361 Da), lysozyme (Ave.
This journal is ª The Royal Society of Chemistry 2011
Publ
ishe
d on
21
Febr
uary
201
1. D
ownl
oade
d by
Uni
vers
ity o
f Pr
ince
Edw
ard
Isla
nd o
n 31
/10/
2014
06:
48:1
5.
View Article Online
MW¼ 14 306 Da), and myoglobin (Ave. MW¼ 16 953 Da). MS
data were collected using 550–1000 laser shots.
For MS/MS analysis, the instrument was operated using the
default settings of the MS/MS 1 kV (or 2 kV) positive ion
sensitivity mode. The metastable suppressor was ‘‘on’’. The
timed-ion selector (TIS) was operated at a resolution of �100
Da. No collision gas was introduced into the collision cell, and
precursor ion fragmentation was the result of post-source decay
(PSD) using higher than normal laser fluence.18,20 The reflectron-
TOF was externally calibrated using fragment ions of MS/MS of
the +1 charge state of [Glu1]-fibrinopeptide B (MW 1570.60 Da):
m/z 175.119, 684.346, 813.389, 1056.475, and 1441.634 (mono-
isotopic). Positive ions were accelerated from the first source at
8.0 kV, de-accelerated to 1 kV (or 2 kV) in the collision cell, and
then re-accelerated to 15 kV in the second source. MS/MS data
were collected using 10 000 to 20 000 laser shots.
All data were processed using Data Explorer (Version 4.9,
Applied Biosystems, Foster City, CA). Raw MS data were pro-
cessed using a noise filter (correlation factor¼ 0.7). Raw MS/MS
data were processed in the following sequence. First, an
advanced baseline correction (peak width ¼ 32, flexibility ¼ 0.5,
degree ¼ 0.1) is applied, followed by noise removal (standard
deviation ¼ 2) and finally a Gaussian smooth (filter width ¼ 31
points). Processed MS and MS/MS data were centroided,
exported as an ASCII file (m/z versus absolute intensity) and
uploaded to their respective databases in the USDA software.
Top-down proteomic analysis
The web-based software developed in our laboratory for top-
down proteomic analysis using MALDI-TOF-TOF-MS/MS has
been described in detail elsewhere.20,21 Briefly, the m/z of MS/MS
fragment ions are compared to the m/z of in silico fragment ions
derived from bacterial protein sequences that have the same
MW as the protein biomarker ion. Bacterial protein sequences
were downloaded from the ExPASy website (www.expasy.org)
using their TagIdent software. TagIdent criteria for protein
retrieval were as follows: pI range: 0.00–14.00, protein MW
(Da) ¼ (m/z �1) protein biomarker; protein MW tolerance �10
Da, organism classification: bacteria, cysteines in their oxidized
form (however, no difference in sequence retrieval was observed
when the same search was performed with cysteines in their
reduced form). No sequence tag was utilized for the retrieval.
Databases: UniProtKB/Swiss-Prot (release 57.15; 02-Mar-10)
and UniProtKB/TrEMBL (release 40.15; 02-Mar-10). On the
possibility that the protein biomarker may be modified with the
most common PTM among bacterial proteins, i.e. N-terminal
methionine cleavage, a second retrieval was performed with the
protein MW ¼ [(m/z �1) + 131] protein biomarker. Two multi-
protein sequence FASTA files were downloaded from ExPASy.
The in silico bacterial protein sequences in these files were batch
processed using a beta-version of GPMAW software (8.01a5) to
generate individual protein sequence files containing the
ExPASy accession designation, the protein name, bacteria
classification, the protein sequence, the calculated average MW
of the sequence and the in silico fragment ions identified by the
their average m/z, type of ion (a, b, b � 18, y, y � 17, y � 18) and
the two amino acid residues immediately adjacent to the site of
polypeptide backbone cleavage that resulted in the fragment ion.
This journal is ª The Royal Society of Chemistry 2011
The two multi-sequence FASTA files were first processed with
cysteines in their oxidized form and then processed with cyste-
ines in their reduced form. Protein sequences with signal
peptides were identified from their larger than normal file sizes
and processed as previously described.20 GPMAW-generated
files were uploaded to their respective database in the USDA
software.
The USDA software uses a simple peak matching scoring
algorithm20,21 and Demirev’s p-value algorithm18 to indepen-
dently score/rank MS/MS-to-in silico identifications. Analyses
were performed using the following comparison parameters:
minimum MS/MS fragment ion intensity threshold of 1% to 2%;
fragment ion m/z tolerance of �1.0; protein molecular weight
(MW) tolerance of �10 Da. MS/MS-to-in silico comparisons
were performed using both a non-residue-specific in silico as well
as a D-, E-, P-specific comparison.
Results and discussion
Fig. S-1 (ESI†) shows images of the bacterial growth from
overnight incubation. CP concentrations in the solid agar media
are indicated. Based on simple visual inspection, maximum
bacterial growth occurred when no antibiotic is present. As the
concentration of antibiotic was increased, a general clearing of
the plate was observed concomitant with the appearance of
discrete isolated colonies. At the highest CP concentration,
bacterial growth appears to be strongly inhibited, and the
number of discrete colonies is reduced to four (indicated by
yellow arrows).
Adjacent to each plate image in Fig. S-1† is the corresponding
MALDI-TOF-MS spectra of the bacterial cell lysate obtained
for that plate. In the absence of an antibiotic (0 ng mL�1),
a number of protein ions are observed (also shown in the top
spectrum of Fig. 1). Peaks at m/z 7280, 7716, 8334, 9748, 10 485
were previously identified by MALDI-TOF-TOF-MS/MS and
top-down proteomics as the cold shock protein C, YahO, YjbJ,
acid-stress chaperone-like protein: HdeA, and the homeobox
(YbgS) protein, respectively.19 The MS spectrum at the 10 ng
mL�1 CP concentration shows significant change in the relative
intensity of protein ions as well as the sudden appearance of
a peak at m/z 7819 which is absent when no antibiotic is present
(top spectrum). At the 20 ng mL�1 CP concentration, the peak
at m/z �7819 becomes the dominant peak in the spectrum
(also shown in the bottom spectrum of Fig. 1). It is possible that
the relative abundance of the protein suppresses ionization of
other proteins in the sample. At 30, 40 and 50 ng mL�1 CP
concentrations, the absolute intensity of the peak at m/z�7820 is
observed to decline with a concomitant increase in the intensities
of other protein ion peaks. At 50 ng mL�1 CP concentration,
bacterial growth was inhibited to such an extent that there were
insufficient cells to completely fill a 1 mL loop which resulted in
weak ion signal.
The peak at m/z �7819 (20 ng mL�1 of CP) was analyzed by
MS/MS (Fig. 2), and the m/z of the fragment ions generated were
compared against a database of in silico fragment ions derived
from bacterial protein sequences having the same MW as the
protein biomarker. The results of a non-residue-specific
comparison are shown in Table S-1-A (ESI†). The top identifi-
cation of both scoring algorithms was the sequence of the mature
Analyst, 2011, 136, 1739–1746 | 1741
Fig. 1 MALDI-TOF-MS data (using caffeic acid) of cell lysates of E. coli O157:H7 harvested from LB agar plates with no ciprofloxacin (CP) (top
spectrum) and LB supplemented with 20 ng mL�1 of CP (bottom spectrum).
Publ
ishe
d on
21
Febr
uary
201
1. D
ownl
oade
d by
Uni
vers
ity o
f Pr
ince
Edw
ard
Isla
nd o
n 31
/10/
2014
06:
48:1
5.
View Article Online
b-Stx2 with the 19-residue N-terminal signal peptide removed
and the intra-molecular disulfide bond intact.3 The in silico
sequence of the disulfide-reduced b-Stx2 was not ranked within
the top 30 identifications. As shown, the sequence of the top
identification is fully homologous between six E. coli O157:H7
strains (including the EDL933 strain used in the present study),
one E. coli O157:H� strain, one E. coli O111 strain, and one
strain of Acinetobacter haemolyticus.24 The average MW of this
sequence of b-Stx2 is 7815.62 Da which incorporates removal of
a 19-residue N-terminal signal peptide and formation of one
intra-molecular disulfide bond. Another top-ranked b-Stx2
sequence (in silico ID: 43943) from an E. coli O157 strain is
slightly different from the other b-Stx2 sequence due to amino
acid substitutions at residue 5 (Q 4 K) and at residue 51 (I 4 L)
resulting in an average MW ¼ 7815.58 Da.25 Unfortunately, the
residue variation between these two b-Stx2 sequences results in
nearly identical MWs and do not involve a substitution that
might result in a distinguishing sequence-specific fragmentation,
such as with aspartic acid, glutamic acid or proline residues.19 In
consequence, it is difficult to discriminate between these two
sequences even by MS/MS.
Non-digested, singly charged protein ions do not routinely
dissociate to provide fragment ions corresponding to a series of
adjacent amino acid residues (i.e. a sequence ‘‘tag’’). In conse-
quence, de novo sequencing is challenging at best. This is
primarily due to the size of a protein ion and the lack of protons
available to assist in polypeptide backbone fragmentation. In
1742 | Analyst, 2011, 136, 1739–1746
consequence, a singly charged protein ion often will fragment at
aspartic, glutamic and proline residues which are randomly
distributed throughout a sequence. In the current study, only
a certain number of matched MS/MS fragment ions were found
to correspond to polypeptide backbone cleavage at adjacent
amino acid residues (at most three) as shown in Fig. 2, 3 and 5
and S-2†. A BLAST search of these residue trimers failed due to
the shortness of the sequence ‘‘tags’’.
In order to more accurately measure the MW of the b-Stx2, the
bacterial cell lysate at 20 ng mL�1 of CP was analyzed by nano-
ESI using an externally calibrated quadrupole-TOF-MS.
Although the MS data were congested due to charge state
envelopes from multiple proteins (data not shown), we detected
the +4, +5, +6, +7 charge states of b-Stx2 resulting in an average
MW of 7815.4 � 0.1 Da. We also analyzed the bacterial cell
lysate at 20 ng mL�1 of CP by 1-D SDS-PAGE and bottom-up
proteomics. A prominent gel band at �8 kDa was identified as
b-Stx2 (Fig. S-3 and Table S-4-A, S-4-B, S-5-A and S-5-B, ESI†).
A MS/MS-to-in silico comparison was also performed using
a D-, E-, P-specific comparison in Table S-1-B (ESI†). Once
again, the top identification and the 1st runner-up identification
are b-Stx2 sequences. The top/runner-up score differential is
wider with this residue-specific comparison in contrast to the
top/runner-up score differential for the non-residue-specific
comparison in Table S-1-A†. In addition, the runner-up identi-
fications and/or rankings are different for the D-, E-, P-specific
comparison in contrast to the non-residue-specific comparison
This journal is ª The Royal Society of Chemistry 2011
Fig. 2 MS/MS of the precursor ion at m/z �7819 shown in Fig. 1 (at the 20 ng mL�1 CP concentration). Fragment ions matched to in silico fragment
ions of the b-Stx2 sequence are indicated by the ion type/number as well as the two amino acid residues immediately adjacent to the site of backbone
cleavage. A question mark indicates that either the MS/MS fragment ion was below the 2% threshold or the fragment ion error exceeded the �m/z 1.0
tolerance used in the comparison. Fragment ions highlighted with a star may be internal fragment ions from double cleavages of the backbone. Insets
display expanded mass ranges of fragment ion triplets generated by backbone cleavage between two cysteine residues involved in an intra-molecular
disulfide bond with symmetric and asymmetric cleavage of the disulfide bond. The amino acid sequence of b-Stx2 show sites of polypeptide cleavage (*)
that correspond to the fragment ions observed.
Publ
ishe
d on
21
Febr
uary
201
1. D
ownl
oade
d by
Uni
vers
ity o
f Pr
ince
Edw
ard
Isla
nd o
n 31
/10/
2014
06:
48:1
5.
View Article Online
suggesting that the non-b-Stx2 identifications in both compari-
sons are the result of random false matches.
As shown in Fig. 2, MS/MS fragment ions matched to in silico
fragment ions of the b-Stx2 sequence are identified by their m/z,
ion type/number and the two residues immediately adjacent to
the site of polypeptide cleavage. As can be seen many of the
fragment ion matches occur from cleavage of the polypeptide
backbone adjacent to D or E residues. This has been previously
explained as due to the transfer of a proton from the side-chain of
a D or E residue to the polypeptide backbone facilitating its
fragmentation adjacent to these specific residues.26 A number of
other prominent fragment ions in Fig. 2 did not have a match to
Fig. 3 Amino acid sequence of disulfide-intact b-Stx2 sequence of E. coli
O157:H7 (EDL933). A 19-residue N-terminal signal peptide is shown in
outline. Two cysteine residues (boxed) are linked by an intra-molecular
disulfide bond (S/S). An asterisk indicates a site of backbone cleavage
on the basis of matched fragment ions in Fig. 2. A question mark indi-
cates either that the MS/MS fragment ion was below the 2% threshold or
the fragment ion error exceeded the �m/z 1.0 tolerance used in the
comparison.
This journal is ª The Royal Society of Chemistry 2011
in silico fragment ions of the b-Stx2 sequence. These fragment
ions (shown in insets in Fig. 2) appeared at a m/z that was �33
higher (or �33 lower) than the m/z of a matched fragment ion
peak. The appearance of a triplet of fragment ion peaks sepa-
rated by �m/z 33 suggests they are the result of symmetric and
asymmetric cleavage of an intra-molecular disulfide bond.
Fig. 3 shows the amino acid sequence of b-Stx2 with the
backbone cleavage sites symbolized with an asterisk. Above (or
below) each cleavage site is the corresponding in silico fragment
ion match. Matched fragment ions that have flanking fragment
ions at m/z��33 are the result of backbone cleavage between the
two cysteine residues involved in the putative disulfide bond.
They are: y43, y46, y46 � 17, y53, y53 � 17, y54, y54 � 18 and y55.
Matched fragment ions that are the result of backbone cleavage
not between the two cysteine residues do not have flanking
fragment ions at m/z ��33. They are: b56, b57, b57 � 18, b58,
b58 � 18, b59, b61, b63, b64, b64 � 18, y11 � 17, y68 � 17, y69 � 18.
This can be explained as follows. If polypeptide backbone frag-
mentation occurs between two cysteine residues that are involved
in an intra-molecular disulfide bond, then the resulting two
peptides are still linked by the disulfide bond. The disulfide bond
quickly ruptures by symmetric and asymmetric cleavage giving
the characteristic triplet of fragment ion peaks. If backbone
cleavage occurs, but at a site that is not between the two cysteine
residues, then the fragment ion formed contains both cysteine
residues and the putative disulfide bond. The detected m/z of the
Analyst, 2011, 136, 1739–1746 | 1743
Fig. 4 Possible internal fragment ion from double cleavage of the
backbone by a combination of b-type and y-type cleavages (outside the
disulfide loop). The MS/MS fragment ion at m/z 6257.2 (Fig. 2) may be
formed from y68 and b57 cleavages resulting in an N-terminal amino
group, a C-terminal acylium ion (–C^O+) and the side-chain of the C-
terminal glutamic acid with a carboxylate anion functional group
(–COO�). Dissociative loss of H2 via an elimination reaction in the side-
chain of glutamic acid would result in a m/z close to the observed value.
Fig. 5 Amino acid sequence of disulfide-reduced b-Stx2 sequence of
E. coli O157:H7 (EDL933). A 19-residue N-terminal signal peptide is
shown in outline. Two cysteine residues (boxed) are displayed in their
reduced form. An asterisk indicates a site of backbone cleavage on the
basis of matched fragment ions in Fig. S-2 (ESI†).
Publ
ishe
d on
21
Febr
uary
201
1. D
ownl
oade
d by
Uni
vers
ity o
f Pr
ince
Edw
ard
Isla
nd o
n 31
/10/
2014
06:
48:1
5.
View Article Online
fragment ion would be the same if the disulfide bond were intact
or ruptured. It is possible that the putative disulfide bond
ruptures before polypeptide backbone cleavage. However, the
appearance of the Dm/z ��33 fragment ion triplet would still be
determined by whether the site of polypeptide backbone cleavage
is between the two formerly disulfide-linked cysteine residues
(or not). Previous researchers have reported fragmentation of
singly27 and doubly and triply28 protonated peptide ions that
have a single intra-molecular disulfide bond. It has been sug-
gested that a salt-bridge mechanism,29 facilitated by non-mobile
protons, may be responsible for disulfide bond cleavage observed
in peptides ionized by MALDI.27,30,31
The in silico fragment ions generated by GPMAW and
uploaded to our in silico database assume that any disulfide
bonds present in a protein sequence cleave symmetrically. In
consequence, MS/MS fragment ions that are the result of disul-
fide bonds cleaving asymmetrically will not be correctly matched
to their corresponding in silico fragment ions and may be
incorrectly matched to other in silico fragment ions. In order to
determine what effect (if any) these asymmetrically disulfide
cleaved peaks had on scoring/ranking, we removed these 16
fragment ion peaks and analyzed the resulting MS/MS data
using a non-residue-specific MS/MS-to-in silico comparison and
are shown in Table S-2-A (ESI†). Once again, the top identifi-
cation was b-Stx2 and there was no significant change in the
score differential between the top and lower ranking identifica-
tions compared to the analysis when these 16 peaks were
included. A MS/MS-to-in silico comparison was also performed
using a D-, E-, P-specific comparison, and a similar result was
obtained as shown in Table S-2-B (ESI†).
Five prominent fragment ions in Fig. 2 at m/z 6257, 6893, 6911,
7009 and 7026 (highlighted with a star) were also not matched to
in silico fragment ions of b-Stx2 sequence. These fragment ions
may be internal fragment ions resulting from double cleavage of
the polypeptide backbone. For example, the fragment ion at m/z
6257 may be formed from a combination of y68 and b57 cleavages
resulting in an N-terminal amino group and a C-terminal
acylium ion (NH2/C^O+). If the C-terminal glutamic acid of
this fragment transferred a proton to the backbone facilitating its
fragmentation, its side-chain would then have a carboxylate
anion (–COO�). The carboxylate anion may then react with the
acylium cation. Finally, an elimination reaction in the glutamic
acid side-chain could result in dissociative loss of H2 (Fig. 4). A
similar rearrangement mechanism may explain the fragment ions
at m/z 6893 (from y68 and b64 cleavages) and possibly m/z 7009
(from y69 and b64 cleavages). However, it is not clear what
mechanism or rearrangement may be responsible for the un-
matched fragment ions at m/z 6911 and 7026. A c-type cleavage
may be involved, however no single cleavage c-type fragment
ions were observed in the spectrum. We have previously reported
possible evidence for internal fragment ions from double
cleavage of the polypeptide backbone of singly charged
(protonated) protein ions by MALDI-TOF-TOF-MS/MS,
however this is an area that requires further investigation.32,33
Fig. S-2 (ESI†) shows MS/MS analysis of the putative disul-
fide-reduced b-Stx2 at m/z �7820 from a DTT-treated bacterial
cell lysate cultured on solid agar supplemented with 20 ng mL�1
of CP. The prominent fragment ion triplets, present in the
MS/MS data of the disulfide-intact b-Stx2 (Fig. 2), are either
1744 | Analyst, 2011, 136, 1739–1746
absent or significantly reduced in abundance as shown in Fig.
S-2†. The un-matched fragment ions in Fig. 2 that may be the
result of double cleavages of the backbone are also absent in
Fig. S-2† suggesting that conversion of b-Stx2 to a linear
polypeptide chain without the large disulfide loop appears to
suppress formation of these fragment ions. A non-residue-
specific MS/MS-to-in silico comparison of this spectrum is shown
in Table S-3-A (ESI†). The top identification (with 30 matched
MS/MS fragment ions) is the disulfide-reduced b-Stx2 sequence.
The 1st runner-up identification (with five fewer matched
MS/MS fragment ions) is the disulfide-intact b-Stx2 sequence.
The next lower ranked identification (an uncharacterized protein
from a strain of Methylobacillus flagellatus) has only 17 matched
MS/MS fragment ions. A MS/MS-to-in silico comparison was
also performed using a D-, E-, P-specific comparison (Table
S-3-B, ESI†). Once again, the top identification is disulfide-
reduced b-Stx2 with the disulfide-intact b-Stx2 as the 1st
runner-up. However, the next lower ranked identification is an
uncharacterized protein from a strain of Rhodobacter aeroides
(which is different from that of the non-residue-specific
comparison). In contrast with top-down identification of
disulfide-intact b-Stx2, top-down identification of disulfide-
reduced b-Stx2 resulted in a lower P-value (a more significant
identification) and a higher USDA score as well as a wider score
differential between b-Stx2 and non-b-Stx2 identifications.
Although the number of MS/MS fragment ions for the disulfide-
reduced b-Stx2 was approximately 2/3 that of the disulfide-intact
b-Stx2, the MS/MS data of the disulfide-reduced b-Stx2 have
a flatter baseline and better S/N over the entire mass range which
resulted in an improved identification.
Fig. 5 shows the backbone cleavage sites (symbolized with
an asterisk) of the disulfide-reduced b-Stx2 sequence. Above
This journal is ª The Royal Society of Chemistry 2011
Publ
ishe
d on
21
Febr
uary
201
1. D
ownl
oade
d by
Uni
vers
ity o
f Pr
ince
Edw
ard
Isla
nd o
n 31
/10/
2014
06:
48:1
5.
View Article Online
(or below) each cleavage site is the corresponding in silico
fragment ion match(es). Interestingly, there are 15 cleavage sites
between the two cysteine residues for the disulfide-reduced
b-Stx2, whereas there are only six in the disulfide-intact b-Stx2
(Fig. 3), and there are three backbone cleavage sites not between
the two cysteine for the disulfide-reduced b-Stx2 but there are
eight for the disulfide-intact b-Stx2 (Fig. 3). Clearly, reduction of
the intra-molecular disulfide bond has altered the number and, to
some extent, the location of the backbone cleavage sites.
Presumably, differences in energy re-distribution for a linear
chain versus a large looped structure may have a significant effect
on the fragmentation differences observed. Alternatively, the
energy expended to cleave the disulfide bond (either symmetri-
cally or asymmetrically) in the gas phase for the disulfide-intact
b-Stx2 may reduce the energy available for fragmentation of the
backbone. The simpler linear chain structure of the disulfide-
reduced b-Stx2 may improve top-down identification by
reducing (or eliminating) fragment ions from more complex
dissociation mechanisms (e.g. internal fragment ions, etc.) that
are not currently represented in our in silico database.
Conclusions
We have identified the disulfide-intact and disulfide-reduced
b-subunit of Stx2 from the bacterial cell lysate of E. coli O157:H7
(strain EDL933) using MALDI-TOF-TOF-MS/MS and top-
down proteomic techniques. Expression of Stx2 was induced by
culturing E. coli O157:H7 on solid agar media supplemented with
CP. Maximum signal intensity of b-Stx2 occurred at a concen-
tration of 20 ng mL�1 of CP. PSD of the singly charged disulfide-
intact b-Stx2 ion resulted in complex MS/MS data suggesting the
presence of a single intra-molecular disulfide bond between the
two cysteine residues of this protein sequence consistent with
previous research on this toxin subunit. Backbone cleavage
between the two cysteine residues resulted in a triplet of fragment
ions spaced Dm/z �33 apart suggesting symmetric and asym-
metric cleavage of the disulfide bond. The middle fragment ion of
each fragment ion triplet was correctly matched to its corre-
sponding in silico fragment ion by top-down analysis because
only in silico fragment ions with symmetrically cleaved disulfide
bonds are represented in the in silico database. MS/MS fragment
ions resulting from asymmetrically cleaved disulfide bonds were
not matched to in silico fragment ions. As expected, cleavage of
the backbone at a site not between the two cysteine residues did
not result in a triplet of fragment ions. Five prominent fragment
ions, not part of a fragment ion triplet and thus not the result of
backbone fragmentation between the two cysteine residues, may
be internal fragment ions formed as a result of a double cleavage
of the backbone outside the putative disulfide loop. MS/MS of
the disulfide-reduced b-Stx2 ion resulted in simpler, easier to
interpret data that resulted in an improved top-down identifi-
cation compared to the disulfide-intact identification. Inclusion
of a simple disulfide-reduction step in the sample protocol would
appear to benefit top-down identification of disulfide-containing
proteins from bacterial cell lysates. However, top-down analysis
of bacterial cell lysates without disulfide reduction has the
advantage of allowing detection of fragment ion triplets that are
characteristic of the presence of disulfide bond(s) in the mature,
post-translationally modified protein being analyzed by MS/MS.
This journal is ª The Royal Society of Chemistry 2011
Disclaimer
Mention of a brand or firm name does not constitute an
endorsement by the U.S. Department of Agriculture over other
of a similar nature not mentioned. This article is a US Govern-
ment work and is in the public domain in the USA.
Acknowledgements
We wish to thank Anne H. Bates for microbiological assistance
and Dr Robert E. Mandrell for suggesting analysis of Shiga
toxin. We also wish to thank Brandon R. Garbus for useful
discussions.
References
1 H. Uchida, N. Kiyokawa, H. Horie, J. Fujimoto and T. Takeda, Thedetection of Shiga toxins in the kidney of a patient with hemolyticuremic syndrome, Pediatr. Res., 1999, 45(1), 133–137.
2 H. Uchida, N. Kiyokawa, T. Taguchi, H. Horie, J. Fujimoto andT. Takeda, Shiga toxins induce apoptosis in pulmonary epithelium-derived cells, J. Infect. Dis., 1999, 180(6), 1902–1911.
3 L. Johannes and W. Romer, Shiga toxins—from cell biology tobiomedical applications, Nat. Rev. Microbiol., 2010, 8(2), 105–116.
4 T. Slanec, A. Fruth, K. Creuzburg and H. Schmidt, Molecularanalysis of virulence profiles and Shiga toxin genes in food-borneShiga toxin-producing Escherichia coli, Appl. Environ. Microbiol.,2009, 75(19), 6187–6197.
5 Y. Ogura, T. Ooka and A. Iguchi, et al., Comparative genomics revealthe mechanism of the parallel evolution of O157 and non-O157enterohemorrhagic Escherichia coli, Proc. Natl. Acad. Sci. U. S. A.,2009, 106(42), 17939–17944.
6 E. B. Hedican, C. Medus and J. M. Besser, et al. Characteristics ofO157 versus non-O157 Shiga toxin-producing Escherichia coliinfections in Minnesota, 2000–2006, Clin. Infect. Dis., 2009, 49(3),358–364.
7 T. Tasara, M. Bielaszewska, S. Nitzsche, H. Karch, C. Zweifel andR. Stephan, Activatable Shiga toxin 2d (Stx2d) in STEC strainsisolated from cattle and sheep at slaughter, Vet. Microbiol., 2008,131(1–2), 199–204.
8 T. E. Grys, L. M. Sloan, J. E. Rosenblatt and R. Patel, Rapid andsensitive detection of Shiga toxin-producing Escherichia coli fromnonenriched stool specimens by real-time PCR in comparison toenzyme immunoassay and culture, J. Clin. Microbiol., 2009, 47(7),2008–2012.
9 P. J. Gavin, L. R. Peterson and A. C. Pasquariello, et al. Evaluation ofperformance and potential clinical impact of ProSpecT Shiga toxinEscherichia coli microplate assay for detection of Shiga toxin-producing E. coli in stool samples, J. Clin. Microbiol., 2004, 42(4),1652–1656.
10 B. Quinones, S. Massey, M. Friedman, M. S. Swimley and K. Teter,Novel cell-based method to detect Shiga toxin 2 from Escherichia coliO157:H7 and inhibitors of toxin activity, Appl. Environ. Microbiol.,2009, 75(5), 1410–1416.
11 T. L. Williams, S. R. Monday, P. C. Feng and S. M. Musser,Identifying new PCR targets for pathogenic bacteria using top-down LC/MS protein discovery, J. Biomol. Tech., 2005, 16(2), 134–142.
12 E. N. Kitova, G. L. Mulvey and T. Dingle, et al. Assembly andstability of the Shiga toxins investigated by electrospray ionizationmass spectrometry, Biochemistry, 2009, 48(23), 5365–5374.
13 T. Krishnamurthy, P. L. Ross and U. Rajamani, Detection ofpathogenic and non-pathogenic bacteria by matrix-assisted laserdesorption/ionization time-of-flight mass spectrometry, RapidCommun. Mass Spectrom., 1996, 10(8), 883–888.
14 R. E. Mandrell, L. A. Harden, A. Bates, W. G. Miller, W. F. Haddonand C. K. Fagerquist, Speciation of Campylobacter coli, C. jejuni, C.helveticus, C. lari, C. sputorum, and C. upsaliensis by matrix-assistedlaser desorption ionization-time of flight mass spectrometry, Appl.Environ. Microbiol., 2005, 71(10), 6292–6307.
15 K. L. Wahl, S. C. Wunschel and K. H. Jarman, et al. Analysis ofmicrobial mixtures by matrix-assisted laser desorption/ionization
Analyst, 2011, 136, 1739–1746 | 1745
Publ
ishe
d on
21
Febr
uary
201
1. D
ownl
oade
d by
Uni
vers
ity o
f Pr
ince
Edw
ard
Isla
nd o
n 31
/10/
2014
06:
48:1
5.
View Article Online
time-of-flight mass spectrometry, Anal. Chem., 2002, 74(24), 6191–6199.
16 S. C. Wunschel, K. H. Jarman and C. E. Petersen, et al. Bacterialanalysis by MALDI-TOF mass spectrometry: an inter-laboratorycomparison, J. Am. Soc. Mass Spectrom., 2005, 16(4), 456–462.
17 M. J. Donohue, J. M. Best, A. W. Smallwood, M. Kostich,M. Rodgers and J. A. Shoemaker, Differentiation of Aeromonasisolated from drinking water distribution systems using matrix-assisted laser desorption/ionization-mass spectrometry, Anal. Chem.,2007, 79(5), 1939–1946.
18 P. A. Demirev, A. B. Feldman, P. Kowalski and J. S. Lin, Top-downproteomics for rapid identification of intact microorganisms, Anal.Chem., 2005, 77(22), 7455–7461.
19 C. K. Fagerquist, B. R. Garbus and W. G. Miller, et al. Rapididentification of protein biomarkers of Escherichia coli O157:H7 bymatrix-assisted laser desorption ionization-time-of-flight-time-of-flight mass spectrometry and top-down proteomics, Anal. Chem.,2010, 82(7), 2717–2725.
20 C. K. Fagerquist, B. R. Garbus, K. E. Williams, A. H. Bates, S. Boyleand L. A. Harden, Web-based software for rapid top-down proteomicidentification of protein biomarkers, with implications for bacterialidentification, Appl. Environ. Microbiol., 2009, 75(13), 4341–4353.
21 C. K. Fagerquist (CA, USA), L. A. Harden (Richmond, CA, USA),B. R. Garbus (Santa Clara, CA, USA), Inventor; The United Statesof America, as represented by the Secretary of Agriculture(Washington, DC, USA), assignee, Rapid Identification of Proteinsand their Corresponding Source Organisms by Gas PhaseFragmentation and Identification of Protein Biomarkers, 2010.
22 B. Michel, After 30 years of study, the bacterial SOS response stillsurprises us, PLoS Biol., 2005, 3(7), e255.
23 C. K. Fagerquist, Rapid identification of protein biomarkers andtoxins from food-borne pathogens by top-down proteomics, 239thAmerican Chemical Society National Meeting & Exposition, SanFrancisco, CA, 2010.
24 G. Grotiuz, A. Sirok, P. Gadea, G. Varela and F. Schelotto, Shigatoxin 2-producing Acinetobacter haemolyticus associated witha case of bloody diarrhea, J. Clin. Microbiol., 2006, 44(10), 3838–3841.
1746 | Analyst, 2011, 136, 1739–1746
25 M. Miyahara and H. Konuma, Escherichia coli O157 strains whichcaused Japanese outbreaks have residues of bacteriophagesequences, Biol. Pharm. Bull., 1999, 22(12), 1372–1375.
26 M. Lin, J. M. Campbell, D. R. Mueller and U. Wirth, Intact proteinanalysis by matrix-assisted laser desorption/ionization tandem time-of-flight mass spectrometry, Rapid Commun. Mass Spectrom., 2003,17(16), 1809–1814.
27 S. S. Thakur and P. Balaram, Rapid mass spectral identification ofcontryphans. Detection of characteristic peptide ions byfragmentation of intact disulfide-bonded peptides in crude venom,Rapid Commun. Mass Spectrom., 2007, 21(21), 3420–3426.
28 M. Mormann, J. Eble and C. Schwoppe, et al. Fragmentation ofintra-peptide and inter-peptide disulfide bonds of proteolyticpeptides by nanoESI collision-induced dissociation, Anal. Bioanal.Chem., 2008, 392(5), 831–838.
29 H. Lioe and R. A. O’Hair, A novel salt bridge mechanism highlightsthe need for nonmobile proton conditions to promote disulfide bondcleavage in protonated peptides under low-energy collisionalactivation, J. Am. Soc. Mass Spectrom., 2007, 18(6), 1109–1123.
30 M. D. Jones, S. D. Patterson and H. S. Lu, Determination of disulfidebonds in highly bridged disulfide-linked peptides by matrix-assistedlaser desorption/ionization mass spectrometry with postsourcedecay, Anal. Chem., 1998, 70(1), 136–143.
31 J. J. Gorman, B. L. Ferguson, D. Speelman and J. Mills,Determination of the disulfide bond arrangement of humanrespiratory syncytial virus attachment (G) protein by matrix-assisted laser desorption/ionization time-of-flight massspectrometry, Protein Sci., 1997, 6(6), 1308–1315.
32 C. K. Fagerquist, B. R. Garbus, K. E. Williams, A. H. Bates andL. A. Harden, Covalent attachment and dissociative loss ofsinapinic acid to/from cysteine-containing proteins from bacterialcell lysates analyzed by MALDI-TOF-TOF mass spectrometry, J.Am. Soc. Mass Spectrom., 2010, 21(5), 819–832.
33 C. K. Fagerquist, K. E. Williams, A. H. Bates, Identification offoodborne bacteria by high energy collision-induced dissociation oftheir protein biomarkers by MALDI tandem-time-of-flight massspectrometry, paper presented at: 55th American Society of MassSpectrometry Conference, Indianapolis, Indiana, 2007.
This journal is ª The Royal Society of Chemistry 2011