Theresa Rauh1, Sophie Brameyer2, Pavel Kielkowski3, Kirsten Jung2, Stephan A Sieber1. 1. Department of Chemistry, Chair of Organic Chemistry II, Center for Functional Protein Assemblies (CPA), Technische Universität München, Lichtenbergstraße 4, 85748 Garching, Germany. 2. Department of Biology I, Microbiology, Ludwig-Maximilians-Universität München, 82152 Martinsried, Germany. 3. Department of Chemistry, Ludwig-Maximilians-Universität München, 81377 München, Germany.
Abstract
Bacteria utilize versatile strategies to propagate infections within human cells, e.g., by the injection of effector proteins, which alter crucial signaling pathways. One class of such virulence-associated proteins is involved in the AMPylation of eukaryotic Rho GTPases with devastating effects on viability. In order to get an inventory of AMPylated proteins, several technologies have been developed. However, as they were designed for the analysis of cell lysates, knowledge about AMPylation targets in living cells is largely lacking. Here, we implement a chemical-proteomic method for deciphering AMPylated host proteins in situ during bacterial infection. HeLa cells treated with a previously established cell permeable pronucleotide probe (pro-N6pA) were infected with Vibrio parahaemolyticus, and modified host proteins were identified upon probe enrichment and LC-MS/MS analysis. Three already known targets of the AMPylator VopS-Rac1, RhoA, and Cdc42-could be confirmed, and several other Rho GTPases were additionally identified. These hits were validated in comparative studies with V. parahaemolyticus wild type and a mutant producing an inactive VopS (H348A). The method further allowed to decipher the sites of modification and facilitated a time-dependent analysis of AMPylation during infection. Overall, the methodology provides a reliable detection of host AMPylation in situ and thus a versatile tool in monitoring infection processes.
Bacteria utilize versatile strategies to propagate infections within human cells, e.g., by the injection of effector proteins, which alter crucial signaling pathways. One class of such virulence-associated proteins is involved in the AMPylation of eukaryotic Rho GTPases with devastating effects on viability. In order to get an inventory of AMPylated proteins, several technologies have been developed. However, as they were designed for the analysis of cell lysates, knowledge about AMPylation targets in living cells is largely lacking. Here, we implement a chemical-proteomic method for deciphering AMPylated host proteins in situ during bacterial infection. HeLa cells treated with a previously established cell permeable pronucleotide probe (pro-N6pA) were infected with Vibrio parahaemolyticus, and modified host proteins were identified upon probe enrichment and LC-MS/MS analysis. Three already known targets of the AMPylator VopS-Rac1, RhoA, and Cdc42-could be confirmed, and several other Rho GTPases were additionally identified. These hits were validated in comparative studies with V. parahaemolyticus wild type and a mutant producing an inactive VopS (H348A). The method further allowed to decipher the sites of modification and facilitated a time-dependent analysis of AMPylation during infection. Overall, the methodology provides a reliable detection of host AMPylation in situ and thus a versatile tool in monitoring infection processes.
With the
increasing threat of
multiresistant bacteria and the corresponding lack of efficient antibiotics,
research into attenuating bacterial pathogenesis (also termed virulence)
has attracted major attention as an alternative therapeutic approach.
However, as pathogenic bacteria exploit versatile weapons to harm
eukaryotic cells, tools to track and uncover their hitherto unknown
infection mechanisms are urgently required.[1] Effector protein mediated post-translational modification (PTM)
represents a devastating strategy to alter the host proteome and thus
to promote the infection process.[2] This
provokes large impacts on the host’s central signaling pathways
or its cellular physiology, benefiting bacterial replication and survival.[3,4]One representative of this modifying process is AMPylation
(also
called adenylylation), in which adenosine triphosphate (ATP) donates
an adenosine 5′-monophosphate (AMP) moiety to a protein’s
Ser, Tyr, or Thr side-chain.[5,6] In 2009, the two bacterial
effector proteins VopS of Vibrio parahaemolyticus(5) and IbpA of Histophilus somni(6) were found to AMPylate host Rho GTPases
at conserved residues. These strains utilize different secretion systems
(type III secretion system in case of V. parahaemolyticus) to directly inject effector proteins into the host cytosol (Figure A).[5,6] Due to the important role of GTPase signaling in the regulation
of actin dynamics, cytokine production, and immune cell signaling,[7] the switch I and switch II regions of these enzymes
are preferred targets to impair further downstream signaling.[8] In the case of VopS, AMPylation of Rho GTPases
(RhoA, Rac1, and Cdc42) occurs in the switch I region entailing several
devastating consequences, among others the inhibition of GTPase binding
to the p21-activated kinase (PAK) and inhibition of the NFκB,
Erk, and JNK kinase signaling pathways.[9] In recent years, several additional effector proteins—besides
VopS and IbpA—were discovered to modify host proteins by AMPylation.
For only some of those, the corresponding protein targets as well
as the resulting physiological consequences could be elucidated.[10] Examples are the Legionella pneumophila effector protein DrrA, which AMPylates Rab1b on a Tyr residue in
the switch II region,[11] and the Bartonella henselae effector protein BepA, which among others
targets the breast cancer anti-estrogen resistance protein 1 (BCAR1)
and likely other yet unidentified host proteins.[12,13] Overall, bacteria encode more than 2000 Fic-domain (filamentation
induced by cAMP) containing proteins[14] with
some of them being phylogenetically comparable to VopS or IbpA.[15]
Figure 1
Pro-N6pA allows the tracking of AMPylated
proteins:
(A) Selected virulence strategies of V. parahaemolyticus showing its two type III secretion systems (T3SSs) with T3SS1 secreting
VopS. (B) In situ activation of pro-N6pA to N6pATP and its further use in the AMPylation of
proteins at Ser, Tyr, or Thr side-chains releasing pyrophosphate.
(C,D) SDS-PAGE of in situ labeling of HeLa cells
with pro-N6pA in a time dependent (C) (100 μM pro-N6pA) or concentration dependent (D) (16 h) manner. (E)
Gel-based analysis of V. parahaemolyticus wild
type infected as well as uninfected HeLa cells treated with 100 μM pro-N6pA.
Pro-N6pA allows the tracking of AMPylated
proteins:
(A) Selected virulence strategies of V. parahaemolyticus showing its two type III secretion systems (T3SSs) with T3SS1 secreting
VopS. (B) In situ activation of pro-N6pA to N6pATP and its further use in the AMPylation of
proteins at Ser, Tyr, or Thr side-chains releasing pyrophosphate.
(C,D) SDS-PAGE of in situ labeling of HeLa cells
with pro-N6pA in a time dependent (C) (100 μM pro-N6pA) or concentration dependent (D) (16 h) manner. (E)
Gel-based analysis of V. parahaemolyticus wild
type infected as well as uninfected HeLa cells treated with 100 μM pro-N6pA.In order to unravel AMPylation
during bacterial infection, diverse
methods were pursued. Early studies included in vitro AMPylation assays[11,15] or the incorporation of radiolabeled
ATP in cell lysates.[5,13] Moreover, antibodies directed
toward AMPylated amino acid residues[16−18] and various probes,
including propargylated ATP (N6pATP), were developed to
identify AMPylated proteins either by in-gel analysis or via protein mass-spectrometry (MS).[19−21] MS-based approaches
were further fine-tuned toward the analysis of characteristic fragmentation
patterns[22] along with optimized methods[23] and its application extended to isotopically
labeled proteins.[24] Furthermore, potential
targets of VopS were identified using self-assembled in vitro human protein (NAPPA) microarrays.[25] NAPPA
captures recombinant human proteins on the array surface followed
by incubation with VopS in the presence of N6pATP. Subsequent
readout of AMPylation by fluorescence imaging revealed 20 putative
targets of VopS (out of 10 000 human proteins).[26] The most recent approach to identify AMPylation
targets equips recombinantly expressed Fic enzymes with synthetically
produced nucleotide derivatives (TReNDS). These derivatives, which
are connected to the recombinant Fic enzyme via an
artificially introduced cysteine residue, are able to capture their
target protein.[12]However, none of
these methods are suitable to directly detect
AMPylation in an in situ setting.[27] We recently introduced two probes which enabled the in situ detection of AMPylation under physiological conditions
as well as live-cell imaging. With this strategy, we were able to
detect various AMPylated proteins throughout different cell types
and track the dynamics of this modification in living cells.[28,29]In this work, the cell-permeable pronucleotide probe pro-N6pA (Figure B) was used
to implement a chemical-proteomic method for deciphering AMPylated
host proteins in situ during bacterial infection.
Probe treatment of HeLa cells followed by V. parahaemolyticus infection and LC-MS/MS analysis revealed several known and unknown
targets of VopS along with the cognate AMPylation binding sites. A
comparative study between V. parahaemolyticus wild type and a mutant expressing an inactive VopS (mutant H348A)
further validated these proteins. Moreover, infections of host cells
with bacteria such as Pseudomonas aeruginosa PAO1
or Escherichia coli CFT073, which produce
Fic-domain containing proteins with low similarity to virulence-associated
AMPylators, resulted in a lack of modifications, demonstrating the
fidelity of this approach.
Results and Discussion
Development of an in Situ Proteomics Approach
to Detect AMPylated host Proteins during Bacterial Infection
With more than 2000 bacterial proteins bearing a Fic-domain, we aimed
to develop a tailored platform to decipher putative AMPylation targets in situ with major emphasis on those playing a crucial role
in host virulence. Since our recently introduced phosphoramidate pronucleotide
probe pro-N6pA enables the in situ identification
of AMPylated proteins,[28] we applied this
tool toward targeting AMPylated host proteins in bacterial infection
experiments. As proteins in general are only partially modified by
PTMs,[30] the first goal was to maximize
the labeling efficiency of pro-N6pA. Therefore, time
and concentration-dependent labeling experiments of pro-N6pA treated HeLa cells were conducted. Upon treatment with the alkyne
probe, cells were lysed, clicked to rhodamine-azide and protein target
bands were evaluated by fluorescent gel-based analysis (Figure C, 1D). In accordance with previous results,[28] labeling with 100 μM pro-N6pA for 16 h was
optimal in terms of intensity and number of protein bands.With
these optimized conditions in hand, we commenced toward the MS-based
identification of intrinsically AMPylated proteins in HeLa cells as
a reference for the later infection experiments. Therefore, a quantitative
proteome profiling experiment with intact HeLa cells was performed.
Cells were treated with 100 μM pro-N6pA or dimethyl
sulfoxide (DMSO) as a background control and processed via label-free quantification (LFQ) analysis.[31] MS data analysis revealed 27 significantly enriched proteins (Figure S1, Table S1) among them several already known to be modified by AMPylation within
human cells.[12,28,29,32] These proteins served as a non-virulence
associated reference for further infection experiments.For
infection studies, V. parahaemolyticus strain
RIMD 2210633 was chosen as a characterized model organism
in order to fine-tune and customize conditions for identifying AMPylated
host proteins. HeLa cells were co-incubated with bacteria as well
as pro-N6pA and prior to human cell lysis, bacteria were
separated by centrifugation. Subsequently, the proteome was subjected
to gel-based or MS analysis. Prior to MS studies, the workflow was
adjusted for optimal infection conditions. Gel-based labeling with
different multiplicities of infection (MOI) and various incubation
times were conducted, which revealed the best labeling conditions
at MOIs of 10 for 1.5 h (Figure S2). Probe
labeling under this condition clearly revealed two fluorescent bands
located around 23 kDa, corresponding to the size of human Rho GTPases
(Figure E). Next,
quantitative LC-MS/MS experiments were performed to unravel the identity
of these infection-associated protein targets. To select for the best
conditions, the performance of stable isotope labeling by amino acids
in cell culture (SILAC), known for its extensive protein coverage
and confident results,[33] was compared with
LFQ, hallmarked by an accurate and simple analysis even in case of
partially missing peptides.[31] To maximize
protein quantification in the SILAC experiments,[34] all samples, infected and uninfected, were treated with pro-N6pA at 100 μM. To account for changes on the proteome
level triggered by invading bacteria, we performed full proteome analysis
with the residual SILAC lysate (Figure S3A). With this setup, we compared infected vs uninfected
HeLa cells and confirmed AMPylation of the known targets Cdc42, RhoA,
and Rac1 (Figure S3B) which were not upregulated
in the full proteome. However, given the predicted existence of additional
AMPylated human proteins by VopS,[20,25] we switched
to LFQ analysis with a slightly modified workflow (Figure A). Here, all HeLa cells were
infected with bacteria and treated for 1.5 h with 100 μM pro-N6pA or DMSO. Afterward, the samples were processed according
to a standard proteomic profiling workflow (Figure B). This methodological setup directly excludes
bacteria-prone changes on the proteome level and LFQ provides accurate
sample analysis even in case of impaired peptide measurement.[31] Besides several intrinsically AMPylated proteins,
100 μM pro-N6pA treatment revealed not only Cdc42,
RhoA, and Rac1 but also the Rho GTPases RhoC and RhoG as significantly
enriched targets of VopS under physiological conditions (Figure A).
Figure 2
Illustrations of the
individual working steps. (A) Step-wise overview
of the infection workflow with bacterial growth and probe treatment
of HeLa cells. (B) Schematic overview of the proteomic profiling procedure
following the infection workflow, with LFQ to identify AMPylated proteins in situ.
Figure 3
Identification of protein
targets of VopS by combining an infection
workflow with a LC-MS/MS based proteomic profiling workflow. (A) Volcano
plot of in situ proteomics approach with HeLa cells
(100 μM pro-N6pA/DMSO) infected with V. parahaemolyticus wild type [n = 5, log2(enrichment) >
1.0, p-value < 0.05]. Protein
targets of VopS are shown in blue while proteins included in the non-virulence
associated reference list (Table S1) are
marked in red. Proteins that showed no clear indication of being modified
with AMP in the MS analyses are depicted in light gray. (B) Differences
in phenotypic appearance when infecting HeLa cells with V. parahaemolyticus wild type or mutant H348A; (1) HeLa cells, 100 μM pro-N6pA (16 h), V. parahaemolyticus wild type (MOI
= 10, 92 min) or (2) HeLa cells, 100 μM pro-N6pA (16 h), V. parahaemolyticus mutant H348A (MOI
= 10, 96 min). The scale bar represents 100 μm. (C) Gel-based
analysis of V. parahaemolyticus mutant H348A
infected as well as noninfected HeLa cells treated with 100 μM pro-N6pA.
Illustrations of the
individual working steps. (A) Step-wise overview
of the infection workflow with bacterial growth and probe treatment
of HeLa cells. (B) Schematic overview of the proteomic profiling procedure
following the infection workflow, with LFQ to identify AMPylated proteins in situ.Identification of protein
targets of VopS by combining an infection
workflow with a LC-MS/MS based proteomic profiling workflow. (A) Volcano
plot of in situ proteomics approach with HeLa cells
(100 μM pro-N6pA/DMSO) infected with V. parahaemolyticus wild type [n = 5, log2(enrichment) >
1.0, p-value < 0.05]. Protein
targets of VopS are shown in blue while proteins included in the non-virulence
associated reference list (Table S1) are
marked in red. Proteins that showed no clear indication of being modified
with AMP in the MS analyses are depicted in light gray. (B) Differences
in phenotypic appearance when infecting HeLa cells with V. parahaemolyticus wild type or mutant H348A; (1) HeLa cells, 100 μM pro-N6pA (16 h), V. parahaemolyticus wild type (MOI
= 10, 92 min) or (2) HeLa cells, 100 μM pro-N6pA (16 h), V. parahaemolyticus mutant H348A (MOI
= 10, 96 min). The scale bar represents 100 μm. (C) Gel-based
analysis of V. parahaemolyticus mutant H348A
infected as well as noninfected HeLa cells treated with 100 μM pro-N6pA.Vice versa, applying the methodology to Pseudomonas aeruginosa PAO1 as well as Escherichia
coli CFT073, both lacking AMPylators with high similarity
to VopS (alignment AMPylatorPAO1/CFT073 to VopS < 15%
similarity), did not show any significant and reproducible host protein
AMPylation by fluorescent SDS-PAGE and LC-MS/MS analysis (Figure S4–S6), which is in line with recent
literature.[14,35] Interestingly, as both strains
encode proteins with putative AMPylation domains, we prepared or bought
the corresponding (transposon) mutants; however, a lack of consistent
protein targets throughout our proteomic analysis strongly suggests
that these proteins are not involved in bacterial virulence via AMPylation. Overall, the results highlight the utility
of our versatile chemoproteomic platform for the precise prediction
and in situ monitoring of bacterial host AMPylation.
Validation of in Situ AMPylation Targets by
Using a V. parahaemolyticus VopS Inactive Mutant
(H348A) and Tracking of the Wild Type Infection Progress
AMPylation of host proteins by V. parahaemolyticus is associated with its Fic domain containing effector protein VopS.[5] The Fic-domain consists of a highly conserved
motif comprising nine amino acids, with histidine being responsible
for the deprotonation of serine, tyrosine or threonine hydroxyl groups
of target proteins.[10] Replacing the essential
histidine (His348) within this motif with an alanine residue renders
the Fic-domain inactive.[5] To validate the
novel AMPylated protein hits as substrates of VopS, a V. parahaemolyticus mutant was generated that produces an inactive VopS variant by introducing
a point mutation into the chromosome (designated as mutant H348A).
This mutant was utilized for chemoproteomic analysis, and as expected,[5] the cell rounding of HeLa cells, which was observed
after wild type infection, was abrogated in case of the H348A mutant
demonstrating impaired virulence (Figure B). Correspondingly, fluorescent SDS-PAGE
bands indicative of AMPylated host proteins were lacking upon infection
with this strain (Figure C). Subsequent LC-MS/MS analysis via the
LFQ workflow confirmed these results by a drastically diminished enrichment
[log2(enrichment) ≤ 0] of all reference AMPylation
targets (Rac1, RhoA, Cdc42) compared to the wild type plot (Figure A). In addition,
RhoG also showed a significant down-shift validating it as AMPylation
target of VopS.[25] Most of the significantly
enriched proteins [log2(enrichment) > 2] were part of
the
compiled reference list of intrinsically AMPylated human proteins.
In addition, HeLa cells were treated with probe followed by infection
with V. parahaemolyticus wild type and mutant
H348A (Figure A) to
account only for proteins being AMPylated by VopS. Importantly, this
setup not only confirmed the previously detected AMPylation targets
but also unraveled RhoB and Rac3 as so far unknown targets of VopS
under physiological conditions. In addition, some previously predicted
substrate proteins could not be confirmed suggesting a possible difference
between in situ labeling and in vitro assays (Figure B).
Figure 4
Validation
of the infection workflow and following-up on AMPylation
dynamics. (A) Volcano plot of in situ proteomics
approach with HeLa cells (100 μM pro-N6pA/DMSO)
infected with V. parahaemolyticus mutant H348A
and (B) volcano plot of in situ proteomics approach
with HeLa cells (100 μM pro-N6pA) infected with V. parahaemolyticus wild type or mutant H348A; A/B: n = 5, log2(enrichment) > 1.0, p-value < 0.05. Protein targets of VopS are shown
in blue, while proteins included in the non-virulence associated reference
list are marked in red. Proteins which according to literature should
be AMPylated by VopS are represented in green. Proteins that showed
no clear indication of being modified with AMP in the MS analyses
are depicted in light gray. (C) Labeling of AMPylated proteins (100
μM pro-N6pA) with increasing infection times up
to 90 min (V. parahaemolyticus wt) and as a
control infection with the H348A mutant for 95 min. (D) Phenotypic
appearance of HeLa cells infected with V. parahaemolyticus for different periods of time; 1 = wt, 60 min; 2 = wt, 70 min; 3
= wt, 80 min; 4 = wt, 90 min; 5 = H348A, 95 min. The scale bar represents
100 μm.
Validation
of the infection workflow and following-up on AMPylation
dynamics. (A) Volcano plot of in situ proteomics
approach with HeLa cells (100 μM pro-N6pA/DMSO)
infected with V. parahaemolyticus mutant H348A
and (B) volcano plot of in situ proteomics approach
with HeLa cells (100 μM pro-N6pA) infected with V. parahaemolyticus wild type or mutant H348A; A/B: n = 5, log2(enrichment) > 1.0, p-value < 0.05. Protein targets of VopS are shown
in blue, while proteins included in the non-virulence associated reference
list are marked in red. Proteins which according to literature should
be AMPylated by VopS are represented in green. Proteins that showed
no clear indication of being modified with AMP in the MS analyses
are depicted in light gray. (C) Labeling of AMPylated proteins (100
μM pro-N6pA) with increasing infection times up
to 90 min (V. parahaemolyticus wt) and as a
control infection with the H348A mutant for 95 min. (D) Phenotypic
appearance of HeLa cells infected with V. parahaemolyticus for different periods of time; 1 = wt, 60 min; 2 = wt, 70 min; 3
= wt, 80 min; 4 = wt, 90 min; 5 = H348A, 95 min. The scale bar represents
100 μm.As AMPylation is a highly dynamic
process, this in situ methodology could be beneficial
for monitoring the propagation of
protein modification during bacterial infection within the host and
thereby help to correlate molecular alterations with phenotypic cell
damage. In order to test this hypothesis, we infected pro-N6pA treated HeLa cells with a 10-fold excess of V. parahaemolyticus wt as well as the H348A mutant. Samples were drawn every 10 min,
followed by cell lysis and click-chemistry to rhodamine azide. Following
fluorescent band intensities of the two signature VopS AMPylated protein
bands revealed that these modifications were already visible after
short incubation times (20–40 min) (Figure C). Interestingly, phenotypic cell rounding
lacked significantly behind (60–90 min) indicating that molecular
dysregulation does not immediately cause cell damage (Figure D). Taken together, these results
emphasize that our chemical proteomic method provides a direct connection
between the virulence phenotype of cell rounding and molecular mechanism
of toxicity by VopS mediated AMPylation of essential targets.
RhoC and
RhoG GTPases Are AMPylated by VopS at Conserved Threonine
Residues
With putative VopS substrates in hand, we commenced
with their in-depth validation. First, to directly confirm AMPylation,
we incubated recombinant RhoG with VopS in the presence of ATP or
N6pATP. We then analyzed protein modification by intact-protein mass-spectrometry
(IPMS) and fluorescent SDS-PAGE (data not shown), using recombinant
Cdc42 as a positive control. Satisfyingly, AMPylation of Cdc42 and
RhoG with ATP and N6pATP was clearly observed by IPMS as well as fluorescent
gel analysis (Figure A).
Figure 5
Elucidation of VopS AMPylation sites of RhoC and RhoG in
situ. (A) IPMS measurements of unmodified (without addition
of ATP) and modified recombinant Cdc42 and RhoG. Both proteins are
AMPylated once. (B) In situ site identification of
AMPylation sites of VopS on RhoG (T35), RhoA (T37), and RhoC (T37).
Elucidation of VopS AMPylation sites of RhoC and RhoG in
situ. (A) IPMS measurements of unmodified (without addition
of ATP) and modified recombinant Cdc42 and RhoG. Both proteins are
AMPylated once. (B) In situ site identification of
AMPylation sites of VopS on RhoG (T35), RhoA (T37), and RhoC (T37).Furthermore, LC-MS/MS analysis of recombinant RhoG
upon incubation
with VopS revealed threonine 35 as the AMPylation site, experimentally
validating a previous prediction.[25] Next,
we performed a consolidated site identification of AMPylated proteins
in HeLa cells incubated with V. parahaemolyticus. An azide-TEV-cleavable-biotin linker was clicked to the probe treated
proteome and after enrichment, cleaved peptides were analyzed via HCD (higher-energy collisional dissociation) and ETD
(electron-transfer dissociation) fragmentation. This combined procedure
was necessary to increase the chance of identifying AMPylated sites,
since HCD by itself enhances group cleavage.[23] Although this task remains challenging due to the limited percentage
of endogenously modified proteins,[28] we
were able to confirm a known AMPylation site of RhoA on Thr37. Furthermore,
we mapped the AMPylation sites of RhoG to Thr35 and RhoC to Thr37
(Figure B) again experimentally
validating previous predictions for the first time.[25]
Conclusion
Bacterial virulence is
based on intricate mechanisms leading to
cell damage. V. parahaemolyticus mutant H348A
does not affect HeLa cell morphology indicating that AMPylation plays
a predominant role in its pathogenesis. Thus, implementing a methodology
for the in situ detection and monitoring of AMPylated
host targets represents a significant advancement to consolidate previous
reports on protein hits but also expand our knowledge by RhoB, RhoC,
RhoG, and Rac3 as so far unrecognized VopS substrates. In addition
to the validation of these hits, previously predicted but yet unconfirmed
substrates of VopS such as PFKP, NME1, NAGK, and ERGIC2 were not enriched,
suggesting that they may not be targets under in situ conditions.[20,25] Overall, besides the application
as a monitoring tool for bacterial AMPylation, the pronucleotide probe
would be an ideal tool to interrogate VopS activity, e.g., by screening a small molecule library with huge potential for new
anti-infective discoveries.
Methods
General Remarks
For all proteomic experiments, if not
stated otherwise, MS-grade solvents were used. All given percentages
mean percentage by volume (v/v) for liquid substances and percentage
by weight (w/v) for all solids.
Cell Culture
Human
epithelioid cervix carcinoma HeLa
cells were purchased from Sigma-Aldrich (93021013_1VL) and cultivated
in a T175 culture flask (Sarstedt) containing high glucose Dulbecco’s
Modified Eagle’s Medium (DMEM) (Sigma-Aldrich) supplemented
with 10% heat-inactivated fetal bovine serum (FBS) (Sigma-Aldrich)
and 2 mM l-glutamine (Sigma-Aldrich). Cells were maintained
at 37 °C in a humidified 5% CO2 atmosphere. The cells
were routinely tested for mycoplasma contamination.For SILAC
experiments, HeLa cells were passaged at least six times in SILAC-DMEM
(Sigma-Aldrich) supplemented with 10% dialyzed FBS and 2 mM l-glutamine as well as 214 μM [13C6, 15N4] l-arginine HCl (Arg10) and 419 μM
[13C6, 15N2] l-lysine 2 HCl (Lys8) (Cambridge Isotope Laboratories) resulting in
“heavy” cells or with 214 μM [13C6] l-arginine HCl (Arg6) and 419 μM [4,4,5,5-D4] l-lysine 2 HCl (Lys4) (Cambridge Isotope Laboratories) resulting
in “light” cells instead.
Bacterial Strains and Media
The Vibrio parahaemolyticus strain RIMD 2210633
was a kind gift from Dr. Tetsuya Iida and Dr.
Takeshi Honda (Research Institute for Microbial Diseases, Osaka University).
The strain was routinely cultured in lysogeny broth (LB) medium (10
g/L casein peptone, 5 g/L NaCl, 5 g/L yeast extract, pH 7.5) + 3%
NaCl at 30 °C with agitation at 200 rpm.The strain Pseudomonas aeruginosa PAO1 was obtained from the Institute
Pasteur in France and Escherichia coli CFT073 was obtained from the Urological Clinic in Munich (Dr. Giuseppe
Magistro). The P. aeruginosa transposon mutants
PW3486 genotype PA1366-A11::ISphoA/hah as well as PW2059 genotype
PA0574-A11::ISlacZ/hah were obtained from the University of Washington
Manoil Lab PAO1 transposon mutant library.[36] Transposon mutants were plated onto pure LB agar plates from glycerol
stock dilutions and grown for 24 h at 37 °C. Subsequently, colonies
were picked for each transposon mutant and grown in overnight cultures
containing 20 μg/mL tetracycline. Pseudomonas aeruginosa PAO1 wt was routinely cultured in LB medium, whereas the transposon
mutants were cultivated in LB medium containing 5 μg/mL tetracycline.
The E. coli CFT073 deletion mutants
c4136::Km and c4409::Km were grown in LB medium supplemented with
50 μg/mL kanamycin, whereas the E. coli wild type was cultured in pure LB medium. All of them were grown
at 37 °C with agitation at 200 rpm.The V. parahaemolyticus RIMD 2210633 mutant
H348A in VopS was obtained by double homologous recombination using
the suicide plasmid pNPTS138-R6KT-VopS-H348A. Briefly,
two DNA fragments comprising 620 base pairs upstream and downstream
of the H348A position of VopS were amplified by PCR using V. parahaemolyticus RIMD 2210633 genomic DNA as template
and the primer pairs pNPTS_VopS_fwd and VopS_H348A_rev as well as
VopS_H348A_fwd and VopS_pNPTS_rev (Table S2). Thereby, a nucleotide point mutation is introduced (cac to gcc)
to obtain the amino acid exchange H348A in VopS. After purification
of the PCR fragments, these fragments were assembled via Gibson assembly[37] into EcoRV-digested
pNPTS138-R6KT plasmid,[38] resulting in the
pNPTS138-R6KT-VopS-H348A plasmid. The resulting plasmid
was introduced into V. parahaemolyticus RIMD
2210633 by conjugative mating using E. coli WM3064[39] as a donor on LB medium containing meso-diamino-pimelic acid (DAP) with a final concentration
of 300 μM. Single-crossover integration mutants were selected
on LB plates containing kanamycin but lacking DAP. Single colonies
were then streaked out on LB plates containing 10% (wt/vol) sucrose
to select for plasmid excision. Kanamycin-sensitive colonies were
then checked for targeted exchange by colony PCR using primers (VopS_check_fwd
and VopS_check_rev) bracketing the location of the nucleotide exchange
and sequencing of the respective PCR fragment.The E. coli in frame deletion
mutants c4136::Km and c4409::Km were constructed by Red/ET recombination
using the E. coli Quick and Easy
gene deletion kit (Gene Bridges, Heidelberg, Germany). Briefly, primers
for the deletion of c4136 and c4409 were designed according to the
manual (Table S2). These primer pairs each
target the surrounding of the genes c4136 and c4409 in order to amplify
the FRT-PGK-gb2-neo-FRT template. A double stranded PCR fragment was
introduced via electroporation into E. coli CFT073 according to the manual. Deletion
of the c4136 and c4409 gene was verified by colony PCR and sequencing.
Overnight Culture
For overnight cultures, 5 mL of the
appropriate medium were added to a sterile culture tube and inoculated
with 5 μL of the respective glycerol stock (in case of the P. aeruginosa transposon mutants 20 μg/mL tetracycline
and for the E. coli deletion strains
50 μg/mL kanamycin). The culture was then grown at the appropriate
temperature with 200 rpm for 16 h. To exclude undesired contaminations,
a sterile control (medium only) was always included.
Probe Treatment
Labeling of cells was performed as
previously described.[28] Briefly, HeLa cells
were either seeded in 6 cm dishes, 10 cm dishes, or 15 cm dishes and
grown to 80–90% confluency. Then, the old culture medium was
removed and new medium containing 100 μM pro-N6pA (stock 100 mM in DMSO) or 0.1% DMSO was added. Cell dishes were
statically incubated at 37 °C and 5% CO2 before further
treatment.
Analytical in Situ Labeling
HeLa cells
were seeded in 6 cm dishes and treated with pro-N6pA (stock solution 100 mM in DMSO) or DMSO with various concentrations
and for different periods of time. Labeling was performed as previously
mentioned.[29] In short, medium containing
probe or DMSO was removed, and cells were washed twice with ice-cold
PBS (2 × 1 mL). Next, cells were lysed by adding 150 μL
lysis buffer (1% NP40, 1% sodium deoxycholate, 1 tablet protease inhibitor
(cOmplete, Mini, EDTA-free protease inhibitor cocktail, Roche) in
10 mL PBS) and scrapping the cells off the plate. The lysis was performed
at 4 °C for at least 15 min while rotating the samples. The insoluble
fraction has been separated from the soluble fraction (15 min, 4 °C,
13 000 rpm) before the protein concentration of the latter
has been determined by BCA assay (Roti Quant, Roth). As next step,
protein concentration was adjusted to equal protein amounts and samples
were filled up to a total volume of 200 μL using 0.2% SDS in
PBS. Click reactions were performed as described previously,[40] for 1.5 h at 25 °C and shaking at 450 rpm
using 0.096 mM rhodamine-azide (10 mM stock in DMSO, Rh–N3, base click), 0.96 mM TCEP (100 mM stock in ddH2O, Roth), 0.096 mM TBTA ligand (83.5 mM stock in DMSO, TCI), and
0.96 mM CuSO4 (50 mM stock in ddH2O). Finally,
the proteins were precipitated by adding 1 mL acetone and storing
the samples in upright position at −20 °C overnight. As
next step, the proteins were harvested by centrifugation (15 min,
4 °C, 13 000 rpm) and the pelletized proteins were resuspended
in 100 μL 2× SDS loading buffer (63 mM Tris-HCl, 10% glycerol,
139 mM sodium dodecyl sulfate (SDS), 0.0025% bromophenol blue, 5%
2-mercaptoethanol) by sonication (10% intensity, 10 s) before heating
the sample for 5 min at 95 °C. Each sample was thoroughly mixed
prior to applying 40 μL per gel-lane on a SDS-PAGE gel
(12 pockets, 12.5% acrylamide). A Fujifilm LAS 4000 luminescent image
analyzer equipped with a Fujinon VRF43LMD3 lens and a 575DF20 filter
(both Fujifilm) were used to record the fluorescence image of the
gel.
Analytical in Situ Labeling of AMPylated Proteins
in HeLa Cells after Infection
For each analytical infection
assay, HeLa cells were seeded in as much 6 cm dishes as needed for
the planned number of samples plus two. All dishes were treated with pro-N6pA as described previously. Parallel to the probe treatment,
an overnight culture of the desired bacterial strain and the respective
medium was inoculated. The next morning, a fresh day culture of the
desired bacterial strain was inoculated under the same conditions
used to determine the CFU to OD600 correlation.Next,
the number of HeLa cells in the two additionally seeded dishes was
counted. Therefore, cells were washed with 1 mL PBS, detached with
0.6 μL Accutase solution (Sigma-Aldrich), taken up in 1.4 mL
DMEM and diluted 1:1 with 0.5% trypan blue solution. Subsequently,
cells were counted using a Neubauer improved cell counting chamber.
As soon as the HeLa cells, which were seeded for the infection assay,
were exposed to probe treatment for 16 h, the OD600 of
the previously inoculated bacterial day culture (already grown for
at least 2.5 h) was determined. Having the number of HeLa cells per
dish as well as the OD600 value of the bacterial culture
in hand, the required volume of bacterial culture needed for a multiplicity
of infection (MOI) of 10 was calculated and harvested (10 min, 4 °C,
6000g). The bacterial pellet was resuspended in DMEM
solely supplemented with 2 mM l-glutamine and 10 μM pro-N6pA. In the meantime, HeLa cells were washed with 1 mL
PBS. After that, the infection was initiated by adding 2 mL of DMEM
containing probe and bacteria with a MOI of 10. Infected cells were
incubated under static conditions at 37 °C and 5% CO2.At various time points, images of each dish were acquired
at 10×
magnification using the Zeiss microscope Primovert equipped with a
Zeiss AxioCam ERc 5s. Then, cells were scraped off and pelletized
for 10 min at 4 °C and 750g. The cells were
washed with 1 mL PBS and resuspended in 150 μL lysis buffer.
Further sample processing, containing click reaction, protein precipitation
and in-gel analysis were performed according to the Analyticalin SituLabeling procedure.
Preparative in Situ Labeling—Label-Free
Quantification (LFQ)
As described above, cells (6 cm dishes)
were treated with pro-N6pA probe and DMSO for 16 h. Afterward,
cells were washed twice with 1.5 mL ice-cold PBS, while scratching
them off during the second washing step. Next, intact cells were pelletized
(15 min, 4 °C, 750g) and resuspended in 150
μL ice-cold lysis buffer consisting of 1% NP40, 1% sodium deoxycholate
and 1 tablet protease inhibitor (cOmplete, Mini, EDTA-free protease
inhibitor cocktail, Roche) in 10 mL PBS. The lysis was performed at
4 °C for at least 15 min while rotating the samples. The insoluble
fraction has been separated from the soluble fraction (15 min, 4 °C,
13 000 rpm) before determining the protein concentration of
the latter by BCA assay (Roti Quant, Roth). As next step, protein
concentration was adjusted to equal protein amounts and samples were
filled up to a total volume of 200 μL with PBS. Click chemistry
was performed as described in Analyticalin SituLabeling using
0.096 mM azide-PEG3-biotin conjugate instead of rhodamine-azide.
Finally, the proteins were precipitated by adding at least 4-fold
volume excess of acetone and storing the samples at −20 °C
overnight. As next step, the proteins were harvested by centrifugation
(15 min, 4 °C, 13 000 rpm) and washed twice with
ice-cold MeOH. Therefore, 1 mL of MeOH was added to the protein pellet
which was resuspended by sonication (10% intensity, 10 s, Sonopuls
HD 2070 ultrasonic rod, Bandelin electronic GmbH) and harvested again
as described previously followed by the enrichment procedure.Prior to the enrichment, 50 μL of avidin-agarose beads per
sample were washed trice with 1 mL 0.2% SDS in PBS. The protein pellets
were resuspended in 0.2% SDS in PBS by sonication (10% intensity,
10 s) before separating the remaining insoluble part by centrifugation
(5 min, 25 °C, max. speed). After that, the supernatant was transferred
to the avidin-agarose beads and incubated under rotation for 1.5 h
at 25 °C. Subsequently, the beads were washed with 0.2% SDS in
PBS trice, twice with 6 M urea solution and finally three times with
PBS (after each washing step collect beads by centrifugation for 3
min and 400g). The washed beads were resuspended
in 200 μL digestion buffer (3.9 M urea, 1.1 M thiourea in 20
mM Hepes, pH 7.5) and the enriched proteins were first reduced (1
mM DTT, 45 min, 25 °C) and second alkylated (5.5 mM IAA, 30 min,
25 °C). Last, the alkylation reaction was quenched by adding
4 mM DTT (30 min, 25 °C). Proteins were predigested with
1 μL LysC (0.5 mg/mL, Wako) for 2 h at 25 °C, diluted in
600 μL 50 mM triethylammonium bicarbonate buffer (TEAB, 1 M)
and digested with 1.5 μL trypsin (0.5 mg/mL, Promega) for 15 h
at 37 °C. Then, trypsin digestion was stopped by adding 1% formic
acid (FA) and in the following, peptides were desalted with 50 mg
Sep-Pak C18 cartridges (Waters Corp.). Therefore, the C18 material
of each column was equilibrated with 1 mL acetonitrile, 1 mL elution
buffer (80% acetonitrile, 0.5% FA in H2O) and 3 mL wash
buffer (0.5% FA in H2O). As soon as the peptides were loaded
on the cartridges, they were washed with 3 mL wash buffer and eluted
(2× 250 μL elution buffer). Afterward, peptides were freeze-dried
using a speedvac centrifuge and reconstituted in 30 μL 1% FA.
Finally, they were sonicated for 10 min, filtered through 0.22 μm
Ultrafree-MC centrifugal filters (Merck, UFC30GVNB) and stored at
−20 °C until MS/MS measurement. All enrichment experiments
were measured on the Q Exactive instrument. Experiments were conducted
with 4 to 12 replicates.
Preparative in Situ Labeling
of AMPylated Proteins
in HeLa Cells after Infection—LFQ
For the label-free
quantification-based infection assays, HeLa cells were seeded either
in 6 cm dishes (infection with V. parahaemolyticus) or in 10 cm dishes (infection with V. parahaemolyticus wt vs H348A, infections with P. aeruginosa or E. coli). The further procedure
was performed as already mentioned in Analyticalin SituLabeling of AMPylated
Proteins in HeLa Cells after Infection with some changes. In
brief, the two dishes thought for cell counting were treated with pro-N6pA, whereas the other dishes were either treated with
100 μM pro-N6pA or 0.1% DMSO, depending on the
experimental setup. An overnight culture of the bacterial strain was
inoculated, with which a fresh day culture was started the next day.
The two additional dishes of HeLa cells were counted (for 10 cm dish:
washed with 2 mL PBS, added 1 mL Accutase, resuspended in 3 mL DMEM,
diluted 1:1 with trypan blue), the bacterial OD600 value
measured and the respective volume for MOI 10 was calculated. The
bacteria were harvested and resuspended in DMEM (plus 2 mM l-glutamine) and either 10 μM pro-N6pA or 0.01%
DMSO. To each 10 cm dish, 7 mL of this suspension were added (2 mL
to 6 cm dish) before further incubation at 37 °C and 5% CO2 for a previously defined period.Once the desired infection
time was completed, images of each dish were taken and the human cells
were scraped off, washed in PBS, and lysed in 250 μL lysis buffer.
Further sample handling was performed according to Preparativein SituLabeling—Label-Free
Quantification (LFQ). Equal protein amounts were adjusted prior
to performing the click reaction with azide-PEG3-biotin
conjugate. The proteins were precipitated overnight, pelletized and
washed twice with ice-cold MeOH. The pellet was resuspended in 1 mL
0.2% SDS in PBS and added to 50 μL prewashed (3× 1 mL 0.2%
SDS in PBS) avidin-agarose beads. After incubation for 1.5 h at 25
°C, the beads were washed (3× 1 mL 0.2% SDS in PBS, 2×
1 mL 6 M urea, 3× 1 mL PBS) and the proteins reduced and
alkylated (1 mM DTT, 45 min, 25 °C; 5.5 mM IAA, 30 min, 25 °C).
The alkylation reaction was stopped (4 mM DTT, 30 min, 25 °C)
and the proteins were predigested (1 μL LysC (0.5 mg/mL), 2
h, 25 °C) prior to being digested overnight (600 μL 50 mM
TEAB, 1.5 μL trypsin (0.5 mg/mL), 15 h, 37 °C). Digestion
was stopped (1% FA) and peptides were desalted as described previously.
These peptides were freeze-dried and reconstituted in 30 μL
1% FA for MS/MS measurements on the Q Exactive instrument.
Preparative in Situ Labeling of AMPylated Proteins
in HeLa Cells after Infection—SILAC—Enrichment
Both, “heavy” and “light” labeled HeLa
cells were seeded in 10-cm dishes (2 additional dishes per label)
and treated with pro-N6pA. Further procedure was performed
according to Preparativein SituLabeling of AMPylated Proteins in HeLa Cells
after Infection—LFQ with minor modifications. Half of
the dishes of “heavy” and “light” labeled
HeLa cells were treated with bacteria (MOI 10), the rest without bacteria
(MOI 0). Bacterial pellets were resuspended in SILAC-DMEM supplemented
with 2 mM l-glutamine, 10 μM pro-N6pA and
“heavy” or “light” lysine and arginine.
After cell lysis, a BCA assay was performed, and the resulting cell
lysate was divided into two portions for further analysis: protein
enrichment (250 μg) and full proteome analysis (250 μg).
For the enrichment, “light” lysate being treated with
bacteria was combined with “heavy” lysate treated without
bacteria and vice versa. All combined samples were
adjusted to a total volume of 250 μL with 0.2% SDS in PBS.
Preparative in Situ Labeling of AMPylated Proteins
in HeLa Cells after Infection—SILAC—Whole Proteome
For the whole proteome analysis, the same cell lysate was used
as for the SILAC enrichment experiments. After successfully determining
the lysate’s protein concentration by BCA assay, 250 μg
protein of the “heavy” lysate treated with bacteria
was combined with 250 μg of the “light” lysate
treated without bacteria and vice versa. The volume
of the combined samples was adjusted to 250 μL using 0.2% SDS
in PBS, and 0.96 mM CuSO4 were added to each sample. They
were further incubated for 1.5 h at 25 °C prior to being precipitated
overnight using 1.1 mL acetone. Protein pellets were harvested by
centrifugation (15 min, 4 °C, 13 000 rpm) and washed
with ice-cold MeOH. Therefore, 1 mL of MeOH was added to the protein
pellet which was resuspended by sonication (10% intensity, 10 s) and
harvested again as described previously. The MeOH washing step was
repeated once again, and the resulting protein pellet was dissolved
in 200 μL digestion buffer (3.9 M urea, 1.1 M thiourea in 20
mM Hepes, pH 7.5). Reduction and alkylation of disulfides as well
as further protein digestion was performed as described for Preparativein SituLabeling of AMPylated Proteins in HeLa Cells after Infection—LFQ. The protein digestion was stopped by adding 1% FA and peptides
were desalted with Sep-Pak C18 cartridges (Waters Corp.) as previously
described. As last step, peptides were freeze-dried, reconstituted
in 1% FA in H2O to a final concentration of 2 μg/μL
and filtered. Whole proteome samples were measured on the Orbitrap
Fusion with a sample injection volume of 4 μL.
In
Situ Site Identification of AMPylated Proteins
during Infection with TEV-Cleavable Linker
After performing
an infection assay as described before with V. parahaemolyticus having pro-N6pA and bacteria (MOI 10) as positive sample
and DMSO treated cells infected with bacteria (MOI 10) as negative
control, cell lysate was adjusted to a protein concentration of 6
mg and a total volume of 2 mL. Click reaction was performed with all
three samples (2× positive, 1× negative), for 1.5 h at 25
°C (0.096 mM azide-TEV-biotin (10 mM stock in DMSO), 0.51 mM
TCEP (53 mM stock in ddH2O), 0.1 mM TBTA (83.5 mM
stock in DMSO), and 0.96 mM CuSO4 (stock 50 mM in ddH2O).[41] Subsequently, proteins were
precipitated with at least 4-fold excess of acetone in an upright
position overnight at −20 °C. MeOH washing of the pellets
as well as avidin-agarose bead enrichment and on-beads digest was
performed according to the procedure Preparativein SituLabeling of AMPylated
Proteins in HeLa Cells after Infection—LFQ with minor
deviations. Namely, 100 μL of beads slurry were used per sample
and the digestion buffer only contained urea (no thiourea). After
digestion, the beads were transferred onto membrane filters (Ultrafree-MC
centrifugal filters (Merck, UFC30GVNB)) which were washed beforehand
(500 μL 1% FA in H2O, 1 min with 1000g). The flow through was further processed according to the standard
enrichment protocol described in Preparativein SituLabeling of AMPylated
Proteins in HeLa Cells after Infection—LFQ. The beads
were washed with H2O (2× 50 μL), PBS (3×
600 μL) and again H2O (3× 600 μL). They
were further resuspended in 150 μL TEV buffer (141 μL
H2O, 7.5 μL 20× TEV buffer (Invitrogen), 1.5
μL 100 μM DTT in H2O) and transferred into
1.5 mL low-bind Eppendorf tubes. Next, they were centrifuged (2 min,
25 °C, 400g), the supernatant was removed and
the remaining beads—once again—resuspended in 150 μL
TEV buffer. 50 U of AcTEV protease (5 μL, 10 U/μL, Invitrogen)
were added to each sample. TEV digestion was conducted overnight with
agitation at 29 °C prior to transferring the beads onto a new
membrane filter. As next step, the beads were spun down (1 min, 1000g) and washed with H2O (2× 50 μL).
The flow through was collected and acidified with 4 μL FA. Samples
were desalted on stage tips (self-made pipet tips containing double
C18 layer, Empore disc-C18, 47MM, Agilent Technologies)
which were equilibrated and washed before (70 μL MeOH, 70 μL
elution buffer (80% acetonitrile, 0.5% FA in H2O) and 3×
70 μL 0.5% FA in H2O; 1 min with 1000g). The peptides were transferred onto the membranes, spun down (5
min, 25 °C, 1000g) and washed thrice with 70
μL 0.5% FA in H2O. Finally, the modified peptides
were eluted (2× 30 μL elution buffer) and lyophilized prior
to being reconstituted in 30 μL 1% FA and filtered. Samples
were measured on the Fusion instrument.
Mass Spectrometry Analysis
on Q Exactive
Enrichment
samples were analyzed on a Q Exactive Plus instrument (Thermo Fisher)
coupled to an UltiMate 3000 nano-HPLC (Dionex) equipped with an Acclaim
C18 PepMap100 75 μm ID × 2 cm trap column (Thermo Fisher)
and a 25 cm Aurora Series emitter column (25 cm × 75 μm
ID, 1.6 μm FSC C18) (Ionoptics) in an EASY-spray setting. Both
columns were heated to 40 °C during the measurement process.
For analysis, 4 μL of each peptide sample were injected. The
samples were first loaded on the trap column with 0.1% trifluoroacetic
acid (TFA) applying a flow rate of 5 μL/min. Second, the samples
were transferred to the separation column with a flow rate of 0.400
μL/min where peptides were separated with a 152 min gradient
(buffer A: H2O with 0.1% FA, buffer B: acetonitrile with
0.1% FA). The gradient consisted of the following steps: holding buffer
B at 5% for 7 min, further increasing buffer B to 22% during 105 min,
to 32% the next 10 min and to 90% within 10 min. Once buffer B reached
a concentration of 90%, this solvent ratio was maintained for another
10 min before decreasing it to 5% in 0.1 min, at which level it stayed
until the end of the run. Peptides were ionized at a capillary temperature
of 275 °C and the instrument was operated in a Top12 data dependent
mode. For full scan acquisition, the Orbitrap mass analyzer was set
to a resolution of R = 140 000, an automatic
gain control (AGC) target of 3 × 106, and a maximal
injection time of 80 ms in a scan range of 300–1500 m/z. Precursors having a charge state of
>1, a minimum AGC target of 1 × 103 and intensities
higher than 1 × 104 were selected for fragmentation.
Peptide fragments were generated by HCD (higher-energy collisional
dissociation) with a normalized collision energy of 27% and recorded
in the Orbitrap at a resolution of R = 17 500.
Moreover, the AGC target was set to 1 × 105 with a
maximum injection time of 100 ms. Dynamic exclusion duration was set
to 60 s and isolation was performed in the quadrupole using a window
of 1.6 m/z.
Mass Spectrometry Analysis
on Orbitrap Fusion
Whole
proteome samples were measured on an Orbitrap Fusion instrument (Thermo
Fisher Scientific Inc.) being equipped with an UltiMate 3000 nano
HPLC system (Dionex) and the following trap and separation columns
(heated to 50 °C, both Thermo Fisher): Acclaim C18 PepMap
100 75 μm ID × 2 cm and Acclaim PepMap RSLC C18 75 μm
ID × 50 cm. Samples were measured in an EASY-spray setting
and loaded on the trap column with a flow rate of 5 μL/min using
0.1% TFA. Subsequently, samples were separated using a flow rate of
0.3 μL/min and a 152 min gradient (buffer A: H2O
with 0.1% FA, buffer B: acetonitrile with 0.1% FA, gradient: starting
with 5% buffer B, holding it for 7 min, the next 105 min increasing
buffer B from 5% to 22%, from 22% to 32% buffer B in 10 min, then
to 90% buffer B in 10 min and holding it there for 10 min, decreasing
it to buffer B in 0.1 min and holding it there until the end of the
run). The instrument was operated in a 3 s top speed data dependent
mode. Peptides were ionized with a capillary temperature of 275 °C
and MS full scans were performed with a resolution of R = 120 000 in the Orbitrap. Further settings were an AGC ion
target value of 2 × 105 and a scan range between 300
to 1500 m/z having a maximal injection
time of 50 s. For MS2 scans, precursors having charge states
between 2 and 7 and intensities higher than 5 × 103 were further selected for fragmentation. The fragmentation was conducted
with an HCD collision energy of 30% and the isolation was performed
in the quadrupole using a window of 1.6 m/z. The AGC target was set to 1 × 104, the
maximum injection time to 35 ms and the function “inject ions
for all available parallelizable time” was enabled. Furthermore,
the dynamic exclusion time was set to 60 s with 10 ppm low and high
mass tolerance.The site-ID experiments applying the TEV cleavable
linker were analyzed on the Orbitrap Fusion with slightly modified
parameters. After HCD fragmentation, peptides having the following
targeted masses of m/z 558.3, 279.65,
or 186.77 (adenine-TEV, single, double, or triple charged), m/z of 672.33, 336.67, or 224.78 (adenosine-TEV,
single, double, or triple charged) or m/z of 770.31, 385.66, or 257.44 (phosphoadenosine-TEV, single, double,
or triple charged) were further selected for electron-transfer dissociation
(ETD) fragmentation while prioritizing the highest charge states.
ETD fragmentation scans were acquired in the Orbitrap with a resolution
of R = 30 000, a maximum infection time of
40 ms and an AGC target value of 5 × 104.
Bioinformatics
and Statistics
For peptide and protein
identification, MS data were processed with MaxQuant (version 1.6.2.10)
having Andromeda as search engine.[42] Searches
were performed against the UniProt database for Homo sapiens (taxon identifier: 9606, canonical version, reviewed and unreviewed
proteome, not older than three months prior to MS measurements). For
infection assays, all proteins in the UniProt database of the respective
bacteria (Vibrio parahaemolyticus serotype O3:K6,
strain RIMD 2210633, taxon identifier: 223926; Pseudomonas
aeruginosa PAO1, taxon identifier: 208964, and Escherichia coli CFT073, taxon identifier: 199310;
canonical versions, reviewed and unreviewed proteomes, not older than
three months prior to MS measurements) were added to the MaxQuant
contaminants file. As search parameters, mostly default settings were
applied (trypsin/P as digest enzyme, max. 2 missed cleavages, oxidation
(M) and acetylation (protein N-term) as variable modifications, carbamido-methylation
(C) as fixed modification, label-free quantification LFQ with a minimal
ratio count of 2, min peptide length 7, 20 ppm for precursor mass
tolerance (FTMS MS/MS match tolerance) and 0.5 Da for fragment mass
tolerance (ITMS MS/MS match tolerance)). Furthermore, proteins were
identified using PSM FDR 0.01, protein FDR 0.01, min peptides 2, min
razor + unique peptides 2, min unique peptides 2, razor protein FDR
enabled, second peptides enabled. Additionally, the match between
run function with its settings match time window of 0.7 min and alignment
time window of 20 min was also enabled.Multiplicity was set
to 2 for SILAC experiments. Then, parameter groups were defined and
in the setting group-specific parameters, labels were selected. For
samples containing bacterial treated (MOI 10) “heavy”
lysate and bacteria free (MOI 0) “light” lysate, Arg10
and Lys8 were selected for the first and Arg6 and Lys4 for the latter.
For samples containing bacterial treated (MOI 10) “light”
lysate and bacteria free (MOI 0) “heavy” lysate, Arg
10 and Lys8 were selected for the first and Arg6 and Lys 4 for the
latter. The requantify option was enabled for SILAC samples.Peptides of the site-ID experiments were searched for the fixed
carbamidomethyl (C) modification (57.02146) as well as for the variable
modification of the “light” TEV linker coupled to AMP
(751.2915) on serine, tyrosine or threonine residues. Furthermore,
the options min peptides, min razor + unique peptides as well as min
unique peptides were used with default settings (1 – 1 –
0).For further statistical data analysis, the Perseus software
(version
1.6.2.3) was used. Therefore, the protein groups table
in the txt folder resulting from the MaxQuant analysis
was uploaded into the program. LFQ intensities or SILAC ratios were
log2 transformed and putative contaminants as well as reverse
hits were removed. Next, all samples were categorical annotated according
to their treatment conditions. Then, the resulting matrix was filtered
against 75% of valid values in at least one group. Missing values
were imported from normal distribution (width 0.3, down shift 1.8,
total matrix) and p-values were obtained by a two-sided
two sample t test over replicates with a Benjamini–Hochberg
false discovery rate correction (FDR 0.05). Data were visualized by
generating scatter plots [Student’s t test
difference (treated/control) against −log student’s t test p-value (treated/control)].For SILAC experiments, rows were filtered for 75% of valid values
in total and a one-sample Student’s t test
was performed.The mass spectrometry proteomics data have been
deposited to the
ProteomeXchange Consortium[43]via the PRIDE[44] partner repository with the
data set identifier PXD022078.
CFU Assays
For
each bacterial strain, the CFU (colony
forming units) vs OD600 assay was performed
at least twice. Therefore, an overnight culture of the desired bacterial
strain was diluted 1:100 into fresh media and cultivated under standard
condition. At various time points, the OD600 value was
measured and 5 μL of the day culture were further diluted. Each
dilution was plated on pure LB agar plates in triplicates and incubated
for 24 h at 37 °C. Each plate, having between 12 and 120 colonies
per plated sample, was counted. Having various data points connecting
each OD600 value to a certain CFU amount, different mathematical
functions were applied to represent the OD600 to CFU ratio
in the area of interest.
AMPylation Assay
The in
vitro AMPylation
assay was performed as described previously.[19] Briefly, the purified AMPylator VopS (AA 31–378, 1 μM)
was incubated with either 100 μM ATP or 100 μM N6pATP and the AMPylation targets Cdc42 (AA 1–188, 50 μM)
or RhoG (full protein, 5 μM) with 2 μL 10× AMPylation
buffer (1× buffer: 20 mM Hepes pH 7.5, 100 mM NaCl, 5 mM MgCl2, 0.1 mg/mL BSA and 1 mM DTT). Samples were diluted to a final
volume of 20 μL. In case of negative control experiments, the
volume of the missing ingredient was compensated by water. The AMPylation
reaction was performed for 1.5 h at 30 °C before being further
analyzed.
Intact Protein MS Measurement (IPMS)
Intact protein
MS of recombinant protein or proteins modified via the AMPylation assay were performed as described previously.[45] The samples were measured with an UltiMate 3000
HPLC system (Dionex) being equipped with a Massprep online desalting
cartridge (Waters) and coupled to a Finnigan LTQ-FT Ultra mass spectrometer
(Thermo Fisher Scientific). Ions were generated by electrospray ionization
(capillary temperature 275 °C, spray voltage 4.0 kV, tube lens
110 V, capillary voltage 48 V, sheath gas 60 arb, aux gas 10 arb,
sweep gas 0.2 arb) and separated with a flow rate of 0.4 mL/min and
the following gradient: (buffer A: 0.1% FA in H2O, buffer
B: 0.1% FA, 9.9% H2O in acetonitrile, 1 min hold 6% buffer
B, in 1.5 min increase buffer B to 95%, hold at 95% buffer B for 2
min, decrease to 6% buffer B in 0.2 min, stay at 6% buffer B for further
0.3 min). The instrumented was operated with a resolution of R = 200 000 and a mass range of m/z from 600 to 2000 while acquiring full scans.
The ProMass software for Xcalibur (Version 2.8) was used for deconvolution
(input m/z range: 600–2000;
output mass range: 15 000–30 000 Da).
Site-ID
of Recombinant Protein
Once the successful
AMPylation reaction was confirmed by IPMS, the samples were diluted
in 150 μL digestion buffer (3.9 M urea, 1.1 M thiourea in 20
mM Hepes, pH 7.5) and treated with DTT (1.2 mM, 1 h, 25 °C),
IAA (6.5 mM, 1.5 h, 25 °C), and DTT (4.7 mM, 45 min, 25
°C). Next, the samples were predigested with LysC (1 μL
LysC, 0.5 mg/mL, 2 h, 25 °C) before diluting them in 600 μL
50 mM TEAB and digesting them with trypsin (1.5 μL, 0.5 mg/mL,
15 h, 37 °C). After digestion, samples were acidified (1% FA
in H2O) and desalted using stage-tips. The membranes were
washed and equilibrated (70 μL acetonitrile, 70 μL elution
buffer (80% acetonitrile, 0.5% FA in H2O), 3× 70 μL
0.5% FA in H2O) before being loaded with samples. Afterward,
membranes were washed again (3× 70 μL 0.5% FA in H2O) and peptides were eluted with elution buffer (2× 30
μL). The freeze-dried peptides were reconstituted in 25 μL
1% FA in H2O and filtered (0.22 μm Ultrafree-MC centrifugal
filters (Merck, UFC30GVNB)). The samples (5 μL) were injected
on the Q Exactive instrument for further analysis.
Authors: Cornelis Smit; Julia Blümer; Martijn F Eerland; Michael F Albers; Matthias P Müller; Roger S Goody; Aymelt Itzen; Christian Hedberg Journal: Angew Chem Int Ed Engl Date: 2011-08-25 Impact factor: 15.336
Authors: Keriann M Backus; Bruno E Correia; Kenneth M Lum; Stefano Forli; Benjamin D Horning; Gonzalo E González-Páez; Sandip Chatterjee; Bryan R Lanning; John R Teijaro; Arthur J Olson; Dennis W Wolan; Benjamin F Cravatt Journal: Nature Date: 2016-06-15 Impact factor: 49.962