Posttranslational modifications (PTMs) are decisive factors in the structure, function, and localization of proteins in prokaryotic and eukaryotic organisms. However, prokaryotic organisms lack subcellular organelles, and protein localization based on subcellular locations like cytoplasm, inner membrane, periplasm, and outer membrane can be accounted for functional characterization. We have identified 131 acetylated, 1182 citrullinated, 72 glutarylated, 5 palmitoylated, and 139 phosphorylated proteins from Triton X-114 fractionated proteins of Leptospira, the pathogen of re-emerging zoonotic disease leptospirosis. In total, 74.7% of proteins were found exclusively in different Triton X-114 fractions. Additionally, 21.9% of proteins in multiple fractions had one or more PTM specific to different Triton X-114 fractions. Altogether, 96.6% of proteins showed exclusiveness to different Triton X-114 fractions either due to the presence of the entire protein or with a specific PTM type or position. Further, the PTM distribution within Triton X-114 fractions showed higher acetylation in aqueous, glutarylation in detergent, phosphorylation in pellet, and citrullination in wash fractions representing cytoplasmic, outer membrane, inner membrane, and extracellular locations, respectively. Identification of PTMs in proteins with respect to the subcellular localization will help to characterize candidate proteins before developing novel drugs and vaccines rationally to combat leptospirosis.
Posttranslational modifications (PTMs) are decisive factors in the structure, function, and localization of proteins in prokaryotic and eukaryotic organisms. However, prokaryotic organisms lack subcellular organelles, and protein localization based on subcellular locations like cytoplasm, inner membrane, periplasm, and outer membrane can be accounted for functional characterization. We have identified 131 acetylated, 1182 citrullinated, 72 glutarylated, 5 palmitoylated, and 139 phosphorylated proteins from Triton X-114 fractionated proteins of Leptospira, the pathogen of re-emerging zoonotic disease leptospirosis. In total, 74.7% of proteins were found exclusively in different Triton X-114 fractions. Additionally, 21.9% of proteins in multiple fractions had one or more PTM specific to different Triton X-114 fractions. Altogether, 96.6% of proteins showed exclusiveness to different Triton X-114 fractions either due to the presence of the entire protein or with a specific PTM type or position. Further, the PTM distribution within Triton X-114 fractions showed higher acetylation in aqueous, glutarylation in detergent, phosphorylation in pellet, and citrullination in wash fractions representing cytoplasmic, outer membrane, inner membrane, and extracellular locations, respectively. Identification of PTMs in proteins with respect to the subcellular localization will help to characterize candidate proteins before developing novel drugs and vaccines rationally to combat leptospirosis.
Once
restricted to agricultural practice, leptospirosis is becoming
a re-emerging threat to public health even in the urban population.
As part of urbanization, an increase in slum areas that host reservoir
animals, together with frequent natural calamities like rain and flood,
increased the occurrence of leptospirosis outbreaks.[1,2] One of the most widespread neglected tropical zoonosis is caused
by pathogenic Leptospira transmitted through an animal
vector, particularly rodents.[3,4] The global burden of
the disease in terms of Disability Adjusted Life Years (DALY) reports
∼2.90 million from 1.03 million estimated cases per year with
58,900 lethalities.[5] Such health statistics
greatly impact the country’s economy significantly. Apart from
this, in the lower- and middle-income countries, including regions
of Africa where leptospirosis is getting misdiagnosed with other febrile
illnesses, commonly malaria, the real picture of leptospirosis is
unnoticed.[5,6]Proteomics on Leptospira showed 2957 proteins
accounting the highest percentage of the total proteome.[7] Due to the lack of characterization of many leptospiral
proteins, their significance in pathogenicity and survival in the
host is unknown. Posttranslational modification (PTM) of proteins
can influence the structure, function, activity regulation, localization,
and biomolecular interactions.[8−10] In Pseudomonas
aeruginosa, it was found that modified ribosomal proteins
and elongation factor TU play a crucial role in the early host colonization,
and succinylated lysine of LsaB in the organism is known to degrade
the host protein (i.e., collagen, fibrin) as well as inactivate the
complement system.[11] Similarly, in Leptospira interrogans, LIC 11848 (OmpL32) methylation
in glutamic acid (Glu) was found to enhance the bacterial virulence
process;[12] multi-PTM profile established
in L. interrogans lai showed 155 methylated,
46 acetylated, and 32 phosphorylated proteins and demonstrated that
the protein modification systems are similar to eukaryotes.[13] Even though Leptospira is a
primitive prokaryotic organism, it has a protein modification mechanism
similar to eukaryotic organisms, evidenced by phosphorylation and
arginine methylation.[13] Further, Stewart
and colleagues demonstrated three major PTMs in two cellular fractions
of Leptospira biflexa, i.e., methylation
and acetylation of lysine residues concerning their subcellular location.[14] Studies on lysine modification of LipL32 showed
increased bacterial diversity and stability.[15]The Triton X-114 fractions aqueous, detergent, pellet, wash,
and
supernatant represent subcellular locations such as cytoplasmic and
periplasmic proteins, outer membrane proteins, inner membrane proteins,
surface, and secretory proteins, respectively.[7,16−18] Our earlier study analyzed Triton X-114 fractionated
leptospiral proteins, showing a quantitative difference in the distribution
across subcellular locations.[7,17] This report comprises
the analysis of proteomic data and identification of PTMs, their distribution
across the subcellular fractions that can lead to a better understanding
of the protein function, and their stability in subcellular locations.
Methodology
Workflow
of the Study
The PTM identification and analysis
of Leptospira was carried out to find acetylation,
citrullination, glutarylation, palmitoylation, and phosphorylation
in Leptospira and to know their subcellular localization
with respect to the modified site and type of modification. The entire
study was carried out as per the workflow illustrated in Figure S1.
Leptospira Strain and Culture
L. interrogans serogroup Icterohaemorrhagiae serovar
copenhageni strain Fiocruz L1-130 was received from the repository
of ICMR-Regional Medical Research Centre, a WHO Collaborative Centre
for research in Leptospirosis, Port Blair, India. Leptospires were
cultured in Ellinghausen–McCullough–Johnson–Harris
(EMJH) medium (Difco Laboratories, Franklin Lakes, NJ) with 1% BSA
as a supplement. The culture was incubated at 30 °C until the
growth of the mid-log phase was reached.
Enrichment of Subcellular
and Extracellular/Secretory Proteins
The mid-log phase Leptospira culture (4 replicates
of 25 mL culture with ∼3.5 × 108 cells/mL each)
was harvested by centrifugation at 2500g for 30 min
at 4 °C. The remaining supernatant was consecutively centrifuged
at 6000g for 30 min followed by 12,000g for another 30 min to remove any Leptospira left
that can minimize the presence of cells in the supernatant from which
the secretory/extracellular proteins were separated. The harvested
cell pellet was washed three times with PBS containing 5 mM MgCl2 followed by centrifugation at 2500g for
5 min at room temperature. The wash supernatant was transferred to
another vial and recentrifuged at 12,000g for 30
min to remove any trapped viable cells, and the supernatant was termed
as “wash fraction”, which denotes surface proteins.
The secretory proteins present in the supernatant were enriched with
ProteoMiner (Bio-Rad). The supernatant was dialyzed against PBS to
obtain ideal pH and salt concentration, which helped the proteins
bind with ProteoMiner. The slurry from ProteoMiner was washed two
times with PBS, mixed with 100 mL of the supernatant, and kept at
4 °C overnight for protein binding. The beads were recovered
from the supernatant and repacked in the ProteoMiner column and washed
with 100 μL of PBS. Finally, elution was performed using a 2
× 20 μL elution reagent (8 M urea, 2% CHAPS).[7,17]The cell pellet obtained after washing was further treated
with Triton X-114 extraction buffer (10 mM Tris-Cl (pH 8), 1% Triton
X-114, and 150 mM NaCl) and incubated at 4 °C overnight. The
extract was centrifuged at 12,000g for 30 min at
4 °C and resulted in two distinct fractions, i.e., cell pellet
(named as “pellet fraction”) and the supernatant used
to separate aqueous and detergent phases. The concentration of the
detergent soluble supernatant was raised to 2% (vol/vol) by the addition
of sufficient amount of Triton X-114, mixed thoroughly, kept at 37
°C for 1 h, and centrifuged at 2000g for 5 min
to isolate the upper aqueous from the bottom detergent phase. The
insoluble proteins in the pellet fraction were extracted with another
extraction buffer (10 mM Tris-Cl (pH 8), 8 M urea, protease inhibitor,
1% sodium dodecyl sulfate) including proteins from cytoplasmic cylinders.
The extracted protein samples of all fractions, including aqueous,
detergent, pellet, supernatant, and wash, were estimated for their
protein concentration using the BCA method (Pierce, BCA protein assay
kit #23225, Thermo Scientific)[19] and kept
at −20 °C for further use.
Mass Spectrometry Analysis
In-Solution
Digestion
In-solution digestion of the
protein sample of each fraction was performed according to the method
described previously.[7,17] In this method, 250 μg
of the protein sample was taken and subjected to reduction with 10
mM dithiothreitol (DTT) and then alkylated with 20 mM iodoacetamide
(IAA). The cell lysate was further acetone precipitated to remove
SDS added to the extraction buffer and to concentrate the proteins
into a pellet. Finally, the digestion of proteins was carried out
using trypsin (Modified sequencing grade; Promega Corporation, Madison,
WI) at 37 °C for 16 h. Formic acid (0.1%) was used to stop the
reaction.
The peptides were vacuum dried and fractionated
using the basic
pH/reverse-phase liquid chromatography (bRPLC) method, and separated
using a Hitachi LaChrom Elite HPLC System (Hitachi High-Technologies
Corporation, Tokyo, Japan) equipped with an XBridge C18 column (130
Å, 5 μm, 250 mm × 4.6 mm; Waters Corporation, Milford,
MA) with a linear increase in the gradient from 5 to 100% of 10 mM
TEABC with 90% acetonitrile over 120 min. Initially, 96 fractions
were obtained, which were then concatenated to six fractions and dried
before being desalted with C18 cartridges. The desalted peptides were
then vacuum dried and stored at −80 °C until LC-MS/MS
analysis.
Tandem LC-MS/MS Analysis
The desalted peptides were
analyzed using an Orbitrap Fusion Tribrid Mass Spectrometer (Thermo
Fisher Scientific, Waltham, MA) linked to the EASY-nLC 1200 liquid
chromatography system (Thermo Fisher Scientific). The peptides were
resuspended in 0.1% formic acid and loaded onto a 2 cm trap column
(nanoViper, 3 μm C18 Aq; Thermo Fisher Scientific). The peptides
were then separated using a 15 cm analytical column (nanoViper, 75
μm silica capillary, 2 μm C18 Aq) at a flow rate of 300
nL/min. The solvent was set to a linear gradient of 5–35% solvent
B (80% acetonitrile in 0.1% formic acid) over 90 min through a run
time of 120 min. MS analysis was performed in the data-dependent mode
on an Orbitrap ion trap mass analyzer with a scan range of 400–1600 m/z (mass resolution of 120,000 at 200 m/z) and the maximum injection time was
10 ms. For MS/MS analysis, data were acquired in the top-speed mode
with 3 s cycles and subjected to high-energy collision dissociation
with 32% normalized collision energy. MS/MS scans were carried out
at a range of 100–1600 m/z using an Orbitrap mass analyzer at a resolution of 30,000 at 200 m/z and the maximum injection time was
200 ms.
Proteomic Data Analysis
The mass spectrometry-derived
data from all of the LC-MS/MS analyses were searched against L. interrogans serogroup Icterohaemorrhagiae serovar
copenhageni (strain Fiocruz L1-130) obtained from the NCBI (3667 protein
entries). The database was also added with sequences of commonly encountered
protein contaminants such as BSA, trypsin, and keratins (115 contaminant
entries). The MS data were analyzed using the SEQUEST-HT and Mascot
search algorithms in the Proteome Discoverer software suite, version
2.2 (Thermo Fischer Scientific, Bremen, Germany) with the following
search parameters: (a) trypsin as the proteolytic enzyme (with up
to one missed cleavage); (b) fragment mass tolerance of 0.05 Da; (c)
precursor mass tolerance of 10 ppm; (d) oxidation of methionine as
a dynamic modification, and (e) carbamidomethylation of cysteine as
a static modification. The peptide-to-spectrum match scoring function
was identified with 1% false discovery rate (FDR) at the peptide level.
Retrieval of Data
Label-free raw mass spectrometry
data (LC-MS/MS) from our early study were utilized, i.e., PXD016204
and PXD026044.[7,17] The raw files with precursor
and fragment masses were assigned for peptide similarity search (peptide
spectral matches—PSMs) using a suitable proteome database.
The unassigned MS/MS data from the proteome search was retrieved and
compared with the reference database through multi-PTMs.
Peptide Identification
The retrieved mass spectrometry
datasets were examined against the L. interrogans serovar Copenhageni (strain Fiocruz L1-130) protein database taken
from NCBI RefSeq. The searches were accomplished with the Mascot search
engine by Proteome Discoverer (V 2.2) software suite (Thermo Scientific,
Bremen, Germany) and SEQUEST-HT. Here, trypsin was used as an enzyme
in the search parameters, and also acetylation (+42.011 Da) of N-terminal
and oxidation (+15.995 Da) of methionine (M) were set as a dynamic
modification. Carbamidomethylation (+57.021 Da) of cysteine residues
(C) was fixed as a static modification to analyze the total proteome.
The unallocated MS/MS spectra obtained from whole proteome analysis
were subjected to the reference database with precise PTMs. The PTMs
such as phosphorylation (+79.966 Da) of serine (S), threonine (T),
and tyrosine (Y); citrullination (+0.984 Da) of arginine (R); palmitoylation
(+238.230 Da) of cysteine (C); glutarylation (+114.032 Da) of lysine
(K); and acetylation (+42.011 Da) of lysine (K) were set as dynamic
modifications. Carbamidomethylation (+57.021 Da) of cysteine (C) was
set as a static modification. The mass error was set as 10 ppm and
0.05 Da for the precursor and fragment ions. To determine the probably
modified site, ptmRS node was utilized. The PSMs and peptides that
qualified 1% FDR were used for further analysis.
Bioinformatics
Analysis
The peptide sequences coupled
with their group accession ids and respective ptmRS probabilities
were subjected to posttranslational modification profiling (PTM-Pro)
at a minimum cut-off of 75% (version 2.0), an online platform to predict
high confident PTMs.[20]
Results
Identification
of PTM Proteins
The LC-MS/MS data of
Triton X-114 fractionated proteins of Leptospira submitted
to PRIDE PXD016204[7] and PXD026044[17] were analyzed using Proteome Discoverer 2.4.
The reassigned spectra are available in the Proteome Xchange Consortium
(http://www.proteomecentral.proteomexchange.org) via the PRIDE partner repository under the dataset identifier PXD030370.
The LC-MS/MS identified 29,066 peptides (including multiple identifications)
with modified amino acids composed of 3348 unique peptides. These
3348 unique peptides represented 1266 modified proteins. This highest
protein identification was a result of Triton X-114 fractionation
and high-resolution LC-MS/MS.Out of the modified proteins,
1163 (91%) were from aqueous, 155 (12.3%) from the detergent, 125
(9.9%) from the pellet, 67 (5.3%) from the supernatant, and 188 (14.9%)
were from wash fractions in which 850 (73%), 34 (22%), 44 (35%), 7
(10%) and 10 (5%) proteins were found exclusively identified from
aqueous, detergent, pellet, supernatant, and wash, respectively (Figure A and Table S1). Based on the type of protein modification,
there were 131 acetylation on K, 1182 citrullination on R, 72 glutarylation
on K, 5 palmitoylations on C, and 139 phosphorylation found as 74
on S, 64 on T, and 26 on Y (Figure B). Representative spectra showing the identification
of PTMs are shown in Figure .
Figure 1
Identification of PTM-containing proteins from Leptospira: (A) Venn chart showing the number of PTM-containing proteins distributed
across Triton X-114 fractions. (B) Pie chart showing different PTMs
found in Leptospira. Further details are shown in Table S1.
Figure 2
MS/MS
spectra for peptides containing modified amino acids: (A)
peptides representing acetylated lysine in elongation factor Ts, (B)
citrullinated (deamidated) arginine in Aldo/keto reductase, (C) glutarylated
lysine in molecular chaperone DnaK, and (D) phosphorylated serine
in the anti-sigma factor antagonist. Additional spectra are shown
in Figures S2–S19.
Identification of PTM-containing proteins from Leptospira: (A) Venn chart showing the number of PTM-containing proteins distributed
across Triton X-114 fractions. (B) Pie chart showing different PTMs
found in Leptospira. Further details are shown in Table S1.MS/MS
spectra for peptides containing modified amino acids: (A)
peptides representing acetylated lysine in elongation factor Ts, (B)
citrullinated (deamidated) arginine in Aldo/keto reductase, (C) glutarylated
lysine in molecular chaperone DnaK, and (D) phosphorylated serine
in the anti-sigma factor antagonist. Additional spectra are shown
in Figures S2–S19.
Distribution of PTMs in Triton X-114 Fractions
A detailed
analysis was made based on the number of PTM-containing proteins and
the number of PTMs (number of PTM sites) identified from the LC-MS/MS
data. The analysis showed that the number of proteins and PTMs were
comparable within each fraction, as shown in Figure and Tables S2 and S3. The highest citrullination identified in the Triton X-114 fraction
was 89% in the wash fraction, which accounted for 12% of the total
citrullination in Leptospira. In contrast, the aqueous
fraction contained 83%, which is 72% of the citrullinated proteins
identified in Leptospira. The pellet fraction contains
only 34% citrullinated proteins that account for 3.2% of total citrullination.
Within the Triton X-114 fraction, acetylation was found highest at
7.9% in the pellet, which accounted for 74% of the acetylated proteins
in Leptospira. Similarly, the highest glutarylation
in a fraction was found at 11% in the detergent, which accounted for
23% of the total glutarylation, while it was 60% in aqueous that constituting
only 3.5% in the fraction. In the case of phosphorylation, the highest
at 46% number of phosphorylated proteins in a fraction was the pellet
fraction, which accounted for 40% of the total phosphorylated proteins.
Figure 3
Distribution
of PTMs across Triton X-114 fractions: (A) Pie charts
showing the distribution of PTM-containing proteins (A, a–e)
and PTMs (A, 1–5) across Triton X-114 fractions and (B) pie
charts showing the types of PTM-containing proteins (B, f–j)
and PTMs (B, 6–10) identified within Triton X-114 fractions.
Details on the values and number of proteins present in each group
are shown in Tables S2 and S3.
Distribution
of PTMs across Triton X-114 fractions: (A) Pie charts
showing the distribution of PTM-containing proteins (A, a–e)
and PTMs (A, 1–5) across Triton X-114 fractions and (B) pie
charts showing the types of PTM-containing proteins (B, f–j)
and PTMs (B, 6–10) identified within Triton X-114 fractions.
Details on the values and number of proteins present in each group
are shown in Tables S2 and S3.
Distribution of PTMs of Proteins Found in Multiple Fractions
The PTMs of proteins found in multiple fractions were analyzed
to see PTMs specific to any Triton X-114 fractions. The result represented
in the Venn diagram (Figure ) shows 876 PTMs found only in aqueous, 50 in the detergent,
80 in the pellet, 18 in the supernatant, and 54 in the wash. These
1078 PTMs represent 277 proteins, which are 21.9% of the PTM proteins
identified. The remaining 391 PTMs found in multiple Triton X-114
fractions contain 43 PTM proteins representing only 3.4% of the total
modified proteins found.
Figure 4
Distribution of PTMs identified in Triton X-114
fractions of Leptospira: (A) Column chart shows the
number of PTMs identified
in Triton X-114 fractions of Leptospira. The orange
portion consists of PTMs from those proteins found to be unique to
Triton X-114 fractions (Figure A). The green portion consisting of PTMs belonging to the
proteins found in multiple fractions (Figure A) was further analyzed for Triton X-114
fraction-specific PTMs of the proteins, and (B) Venn chart shows the
distribution of PTMs. Details on the groups of proteins depicted in
the Venn chart, PTM sites, and type of modifications are shown in Table S2.
Distribution of PTMs identified in Triton X-114
fractions of Leptospira: (A) Column chart shows the
number of PTMs identified
in Triton X-114 fractions of Leptospira. The orange
portion consists of PTMs from those proteins found to be unique to
Triton X-114 fractions (Figure A). The green portion consisting of PTMs belonging to the
proteins found in multiple fractions (Figure A) was further analyzed for Triton X-114
fraction-specific PTMs of the proteins, and (B) Venn chart shows the
distribution of PTMs. Details on the groups of proteins depicted in
the Venn chart, PTM sites, and type of modifications are shown in Table S2.
Identification of Unique PTMs and PTM Types Concerning Triton
X-114 Fractions
On further analysis, it was observed that
there are differences in the number of unique PTM-containing proteins
in various Triton X-114 fractions based on their PTM type (Figure ). Although acetylation
is present in multiple fractions, It was high in aqueous. Similarly,
glutarylation was high in the detergent, and the highest percentage
of phosphorylation accounted for in the pellet fraction. Even though
citrullination was found to be the highest PTM in Leptospira, with respect to the Triton X-114 fraction-specific PTMs, citrullination
was found to be less in number.
Figure 5
Proteins containing unique PTMs: The column
chart shows the distribution
of proteins with respect to the type of PTM for those proteins showing
the unique presence in various Triton X-114 fractions based on (A)
whole protein or (B) modification sites. Details on the values and
number of proteins present in each group are shown in Table S4.
Proteins containing unique PTMs: The column
chart shows the distribution
of proteins with respect to the type of PTM for those proteins showing
the unique presence in various Triton X-114 fractions based on (A)
whole protein or (B) modification sites. Details on the values and
number of proteins present in each group are shown in Table S4.
Discussion
Like in eukaryotes, bacterial PTMs are also widely
studied and
appreciated to have important and diverse functional roles (Forrest
and Welch, 2020). Although the specific purpose of PTMs is not clear,
it has profound effects on protein stereochemistry, activity, stability,
molecular interaction, and localization.[9,21] Considering
PTMs in pathogenic Leptospira, it was found to be
regulated in response to environmental stimuli including host conditions.[22] In this circumstance, the PTM-containing OMPs
were predicted to be responsible for immune evasion (e.g., OmpL32
and LipL32).[15,22] Earlier studies on PTMs in Leptospira, were mostly focused on cell-associated protein
alterations and the modification associated with proteins secreted
into the extracellular milieu was unattended. In this regard, along
with Triton X-114-based subcellular locations, extracellular proteins
were also considered as they were shown to have an essential role
in bacterial pathobiology and virulence.The PTM analysis of
Triton X-114 fractionated leptospiral proteins
showed 42.74 and 34.75% proteins bearing PTMs with respect to the
previously identified 2957[7,17] proteins out of the
3667 protein entries of the species in NCBI, respectively. Protein
modifications indicate active proteins and their functional capabilities.[23] Our previous results showed a quantitative difference
in protein content across subcellular locations in Leptospira.[7,17,24] The active form of
protein can be assessed with the type of modification, subcellular
location, coexpressed molecules, interacting molecules, and the environment.
Hence, identifying the PTM content of a protein at the subcellular
level is more beneficial to finding the role and characteristics of
the protein than the PTMs identified from the total protein extract.The major PTMs identified in the analysis were citrullination in
total and Triton X-114 fraction-wise samples. Stabilization of protein
integrity and structure is one of the primary functions of citrullination.[25−27] Further, new evidence suggests that citrullination can play a significant
role in regulating gene expression and cellular metabolism.[28] Though citrullination was not reported earlier
in Leptospira, 5667 deamidations of asparagine and
glutamine as dynamic modifications are available in the supplementary
files of the proteomic analysis work on Leptospira
biflexa.[14] Another PTM
associated to a greater degree with the aqueous fraction was acetylation,
which is higher in aqueous. Acetylation plays a significant role in
primary and secondary metabolism, virulence, transcription, and translation.[29,30] Acetylated lysyl residues of bacterial proteins can change the cellular
physiology that can play roles in transcription, translation, cellular
metabolism, and virulence.[30,31] The detergent fraction
was mainly associated with glutarylation. Glutarylation is a crucial
PTM, associated with a range of cellular metabolism, translation,
and subcellular localizations.[32] The pellet
fraction contained phosphorylation as the highest modification found
in serine, threonine, and tyrosine residues. Phosphorylations of serine,
threonine, and tyrosine are well-known bacterial transcriptional regulators
that regulate gene expression and signal transduction signaling networks.[33] Protein phosphorylation affects the protein
activity by adding phosphate moieties on relevant amino acids.[34] In bacterial species, protein kinases and phosphatases
play an important role in host–pathogen interactions through
phosphorylation of key molecules.[35] In
this regard, phosphorylation can indicate functionally active proteins,
which is vital to understanding the metabolic state of the organism
at the time of the experiment.Our results showed that acetylation
and citrullination are predominant
in the cytoplasmic, wash, and supernatant, typically nonmembrane or
aqueous-based fractions. However, a previous study reported that acetylation
was predominately observed in the membrane-associated fraction (equivalent
to detergent + pellet fractions in this study). At the same time,
phosphorylation was found in the aqueous soluble protein fraction
(equivalent to the aqueous fraction in this study) from L. biflexa.[14] Due to the
difference in the methodology, it is not easy to compare with the
Triton X-114 fractions in the present study. However, the terms “aqueous
soluble” and “membrane protein” fraction are
applicable to both works related to subcellular protein identification.
In the previous work, whether there was a membrane protein solubilization
step between the wash of the pellet and two-dimensional (2D) separation,
as it is essential to know whether the membrane proteins got analyzed
in 2D, was not mentioned.[14] Similarly,
in the previous study, bands of similar size were found in the Western
blot to detect acetylation in samples of membrane-associated and soluble
protein fractions, as shown in Figure B, but in MS/MS PTM analysis, acetylation was not identified.[14] In addition, as an inconclusive result shown
in the case of phosphoprotein identification, phosphorylation was
identified in the Pro-Q Diamond stained gel (Figure 4C in Stewart
et al.), while phosphorylation in the soluble fraction was not identified
in mass spectrometry data except in the membrane-associated fraction
(table in the Supporting material of Stewart et al.) despite considerably
higher sensitivity of mass spectrometry.[14] Earlier studies on Borrelia burgdorferi, where >90% of acetylation was found in the cytoplasm, Bacillus amyloliquefaciens, where 89.4% of acetylation
was in the cytoplasm, and Helicobacter pylori, where ∼24% of phosphoproteins over-represented the membrane
proteins (cytoplasmic and outer membrane), also support our observations.[36−38] The glutarylation was higher in the outer membrane proteins and
phosphorylation in inner membrane proteins. It is to be noted that
the specific modifications related to subcellular fractions may have
a particular role either in stabilizing the molecule in the respective
subcellular environment or may be functionally active. Although many
proteins and PTMs were identified in the supernatant and wash, specific
PTMs relating to the fraction were less in these extracellular fractions.
Interestingly, the wash fraction prepared by simple rinsing of Leptospira using PBS could extract the loosely bound proteins
from the surface and these proteins contained many different PTMs
as the surface protein fraction. These PTM-containing proteins from
the outer membrane, surface, and secretion may be useful as diagnostic
and vaccine candidates.Of 1266 PTM proteins, 945 (74.68%) were
found exclusively in various
Triton X-114 fractions. In addition to that, there were 277 proteins
(21.9%) bearing unique PTMs specific to different Triton X-114 fractions.
Altogether, it was found that 1222 (96.6%) proteins had PTM specificity
against Triton X-114 fractions. There were only four proteins not
found in the aqueous fraction. The distribution of PTM proteins either
exclusively or with specific PTM present in different Triton X-114
fractions showed the relation of PTMs in subcellular localization.
As there are no cellular organelles in prokaryotes, protein modification
generally happens in the cytoplasm, and in this regard, common PTMs
may be found between the target fraction and the aqueous fraction.
It is also found that 377 peptides represented 39 proteins shared
between aqueous and other Triton X-114 fractions that indicate their
cytoplasmic origin. Altogether, it was observed that the cytoplasm
represented by the aqueous fraction forms the primary source of modified
proteins, and specific modifications targeted to the assigned locations
get enriched in those locations. It may also be possible to identify
the subcellular location of proteins based on the position and type
of PTM without subcellular fractionation, which could predict active
forms for research and diagnosis.
Conclusions
Leptospirosis
is a re-emerging zoonotic disease. There is no reliable
vaccine or diagnostic tool available. Whole proteome analysis of Leptospira has been carried out together with Triton X-114
fractionation to achieve high-resolution and subcellular localization
to identify candidate molecules for anti-leptospirosis measures. As
part of the characterization of the proteins, PTM analysis was carried
out to find active molecules and their subcellular location. The results
showed specificity in type and position of PTM with respect to the
Triton X-114 fractions that represent the various subcellular location
of proteins in Leptospira.
Authors: Paul R Torgerson; José E Hagan; Federico Costa; Juan Calcagno; Michael Kane; Martha S Martinez-Silveira; Marga G A Goris; Claudia Stein; Albert I Ko; Bernadette Abela-Ridder Journal: PLoS Negl Trop Dis Date: 2015-10-02
Authors: Sébastien Bontemps-Gallo; Charlotte Gaviard; Crystal L Richards; Takfarinas Kentache; Sandra J Raffel; Kevin A Lawrence; Joseph C Schindler; Joseph Lovelace; Daniel P Dulebohn; Robert G Cluss; Julie Hardouin; Frank C Gherardini Journal: Front Microbiol Date: 2018-08-31 Impact factor: 5.640
Authors: John A Crump; Anne B Morrissey; William L Nicholson; Robert F Massung; Robyn A Stoddard; Renee L Galloway; Eng Eong Ooi; Venance P Maro; Wilbrod Saganda; Grace D Kinabo; Charles Muiruri; John A Bartlett Journal: PLoS Negl Trop Dis Date: 2013-07-18
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