Membrane proteins that did not show significant changes in their level after 0, 6, 12, and 21 days of
Abstract
In the aquatic ecosystems, microorganisms are exposed to seasonal and circadian cycles. Abiotic factors (e.g. low temperature, nutrient deprivation) can cause morphological and physiological changes in bacteria, thereby facilitating cell survival. While representing the interface between the cells and external environment, the cell envelope plays a major role in bacterial response to stress and characterization of the changes it undergoes can help to understand the adaptation process. In this study, analysis of the morphological and physiological changes as well as variations in protein composition of the Escherichia coli cell envelope was carried out for populations maintained for 21 days under nutrient deprivation and suboptimal temperatures (4°C and 20°C). It was found that the absence of nutrients led to a temperature-dependent reduction of cell culturability but had no effect on cell viability and integrity. The concentration of membrane proteins playing the key roles in cellular transport, maintenance of cell structure or bioenergetics processes remained mainly unchanged. In contrast, the level of several proteins such as the elongation factor EFTu 1, components of Bam complex or proteins implicated in chemotaxis was altered, thus indicating that cells were readily responding and adapting to stress.
Keywords
- starvation
- suboptimal temperature
- cell envelope subproteome
1. Introduction
In their natural environments, including aquatic ecosystems, microorganisms are usually exposed to seasonal and circadian cycles significantly dependent on environmental conditions. Moreover, during transfer from their natural environments to other ecosystems, bacteria can change their status from autochthonous to allochthonous one. This scenario is very typical for enteric bacteria, which are regularly transferred from their hosts to aquatic systems, a process accompanied by changes in the temperature and nutrient content of their habitats.
Many bacteria, including
To learn more about
2. Materials and methods
To prepare experimental samples,
Cells were inoculated in Erlenmeyer flasks containing sterile saline solution (absence of nutrients) to obtain a final density of 108 cells ml−1 and further incubated for 21 days at 4 and 20°C (suboptimal temperatures) with shaking (120 rpm) in darkness.
Subsamples were collected at the beginning of the experiments and after 3, 6, 12, and 21 days of nutrient deprivation to determine the number of total, viable, and culturable cells and to estimate the size of the cells (see below). Subsamples were also collected at 0 (P0), 6 (P1), 12 (P2), and 21 days (P3) to extract membrane proteins further analyzed by mass spectroscopy (see below).
The results from survival experiments are presented as the means of three independent experiments, with coefficient of variation between replicates less than 12%. The one-way analysis of variance (ANOVA) was used to determine the differences between the means. Probabilities less than (or equal to) 0.05 were considered significant.
The total number of bacteria was determined according to the procedure described by Hobbie et al. [20]. Namely, aliquots of cell suspensions from survival assays were filtered throughout 0.22 μm pore size black polycarbonate filters, stained with acridine orange (0.01%, w/v), and examined through epifluorescence microscopy. Viable bacteria, estimated as bacteria with intact cytoplasmic membranes (MEMB+), were counted with Live/Dead BacLight™ kit (Invitrogen) as described by Joux et al. [21]. The bacteria with intact (green fluorescence, MEMB+) and permeabilized (red fluorescence) cytoplasmic membranes were enumerated separately. The number of culturable bacteria was determined by the spread plate method on Tryptone soy agar (TSA) followed by their incubation for 24 h at 37°C.
The length variations of
Membrane protein preparations were obtained according to the method described by Molloy et al. [23] with minor variations [24]. Subsequent analysis of these proteins was performed by the Proteomics Core Facility-SGIKER at the University of the Basque Country, using the protocol previously described by Gonzalez-Fernandez et al. [25]. Briefly, after protein precipitation by using a 2D Clean-Up Kit (GE Healthcare), the pellet was suspended in RapiGest solution (0.2%) (Waters Corporation) and heated at 85°C for 15 min. Then, the preheated suspension was reduced with DTT (5 mM), alkylated with iodoacetamide (15 mM), and digested with trypsin (2 μg per sample) overnight. MassPREP Enolase Digestion Standard (Waters Corporation) was added to the supernatants collected after centrifugation (16,000 g, 10 min) of HCl-treated samples (inactivation of RapiGest) and was used as a standard for protein absolute quantification. A nanoACQUITY UPLC System coupled to a SYNAPT HDMS (Waters Corporation) was used for data-independent acquisition analyses. Subsamples with tryptic peptides and MassPREP Enolase Digestion Standard were loaded onto a Symmetry300 C18, 180 μm × 20 mm precolumn (Waters Corporation) connected to a BEH130 C18 column (75 μm × 200 mm, 1.7 μm [Waters Corporation]). Peptides were eluted with a linear gradient of acetonitrile (120 min from 3 to 40% and 15 min from 40 to 60% [v/v]). Mass spectra were acquired using a data-independent acquisition mode (MSE) [26] as previously described by Gonzalez-Fernandez et al. [25] and processed with ProteinLynx Global SERVER v2.4 Build RC7 (Waters Corporation). Protein identification was carried out using the database search algorithm of the program [27] and the parameters specified by Parada et al. [24]. The absolute protein quantification based on peak area intensity of peptide precursors was calculated by the program using enolase peptides as an internal standard [28].
Among proteins confirmed by the presence of at least three protein-derived peptides in the tryptic digests, those detected in two or three of the biological replicates were considered for further analysis. Quantification values of individual proteins were normalized
UniProt and KEGG databases were used to verify the identity and function of proteins. For the prediction of the bacterial protein subcellular localization, the PSORTb 3.0 program [29] was used. According to their main biological functions specified in UniProt database, selected proteins were further grouped to form the categories of proteins that (i) play structural roles involved in (ii) transport, (iii) bioenergetics, (iv) synthesis, degradation, and turnover of protein, (v) stress response, or (vi) have miscellaneous functions.
3. Results and discussion
Consistent with the results of previous studies [4, 11, 30, 31], the total number of

Figure 1.
Cellular dwarfing has been described as a typical response of bacteria exposed to adverse conditions. However, our work did not reveal any significant changes in the size of starved
Thus, analysis of cell physiology and morphology revealed that, although
From survival assays carried out under starvation conditions, the samples for membrane subproteome analysis were collected at different incubation times: 0 (P0), 6 (P1), 12 (P2), and 21 days (P3). Despite the use of membrane fraction for mass spectrometry analysis, the PSORTb 3.0 program revealed that the resulting dataset potentially contained predicted cytosolic proteins (22%), including cytosolic subunits of ATP synthase or proteins that can conditionally be associated with the membrane (Tables 1 and 2). The fortuitous presence of cytoplasmic proteins in the membrane fractions was somewhat anticipated, as it was also observed in previous studies [24, 31].
Category | Protein accession number | Locationa | Protein name |
---|---|---|---|
Cell structure | LPP_ECOLI | OM | Major outer membrane lipoprotein Lpp |
PAL_ECOLI | OM | Peptidoglycan-associated lipoprotein | |
SLP_ECOLI | OM | Slp | |
METQ_ECOLI | CM | D-Methionine-binding lipoprotein MetQ | |
DACC_ECOLI | CM | D-Alanyl-D-alanine carboxypeptidase DacC | |
SLYB_ECOLI | OM | Outer membrane protein SlyB | |
YDGA_ECOLI | CM | YdgA | |
Transport | OMPA_ECOLI | OM | OmpA |
OMPC_ECOLI | OM | OmpC | |
OMPW_ECOLI | OM | OmpW | |
OMPX_ECOLI | OM | OmpX | |
TOLC_ECOLI | OM | TolC | |
GLPT_ECOLI | CM | Glycerol 3 phosphate transporter | |
PTNAB_ECOLI | Cyt | PTS system mannose-specific EIIAB component | |
PTND_ECOLI | CM | Mannose permease IID component | |
COPA_ECOLI | CM | Copper-exporting P-type ATPase A | |
ACRA_ECOLI | CM | Multidrug efflux pump subunit AcrA | |
YHII_ECOLI | CM | Uncharacterized protein YhiI | |
DCUA_ECOLI | CM | Anaerobic C4-dicarboxylate transporter DcuA | |
Bioenergetics | ATPA_ECOLI | Cyt | ATP synthase, subunit alpha |
ATPB_ECOLI; ATPL_ECOLI | CM | ATP synthase, subunits beta and c | |
CYDA_ECOLI; CYDB_ECOLI | CM | Cytochrome bd-I ubiquinol oxidase, subunits 1 and 2 | |
FRDB_ECOLI; FRDA_ECOLI | CM | Fumarate reductase iron-sulfur subunit and flavoprotein subunit | |
DHSA_ECOLI DHSB_ECOLI | CM | Succinate dehydrogenase flavoprotein subunit and iron-sulfur subunit | |
NARG_ECOLI | CM | Respiratory nitrate reductase 1 alpha chain | |
Synthesis, degradation, and turnover of proteins | HFLK_ECOLI | Cyt | Modulator of FtsH protease HflK |
HFLC_ECOLI | CM | Modulator of FtsH protease HflC | |
Stress responses | YQJD_ECOLI | ? | Uncharacterized protein YqjD |
ELAB_ECOLI | ? | ElaB | |
Others | MIND_ECOLI | CM | Septum site-determining protein MinD |
Table 1.
aOM, outer membrane; CM, cytoplasmic membrane; Cyt, cytosolic protein; ?, unknown.
Category | Protein accession number | Locationa | Protein name | 4°C | 20°C | |||
---|---|---|---|---|---|---|---|---|
P1/P0 | P3/P1 | P1/P0 | P2/P1 | P3/P2 | ||||
Cell structure | YBJP_ECOLI | ? | Uncharacterized YbjP | NCb | NC | 0.59c | NC | NC |
OSME_ECOLI | ? | Osmotically inducible lipoprotein E | 1.93 | NC | NC | ND | ND | |
YIDC_ECOLI | CM | Membrane protein insertase YidC | NC | ND | NC | NC | ND | |
BAMA_ECOLI | OM | Outer membrane protein assembly factor BamA | ND | ND | ND | ND | ND | |
BAMB_ECOLI | OM | Outer membrane protein assembly factor BamB | ND | ND | ND | ND | ND | |
Transport | PTW3C_ECOLI | CM | PTS system N-acetylglucosamine-specific EIICBA component | NC | ND | NC | NC | NC |
SECD_ECOLI | CM | Protein translocase subunit SecD | NC | NC | NC | ND | ND | |
PTM3C_ECOLI | CM | PTS system mannitol specific EIICBA component | NC | ND | NC | ND | ND | |
Bioenergetics | NUOCD_ECOLI | Cyt | NADH-quinone oxidoreductase subunits C/D | NC | ND | NC | NC | NC |
DHNA_ECOLI | CM | NADH dehydrogenase | ND | ND | ND | ND | ND | |
Synthesis, degradation and turnover of proteins | FTSH_ECOLI | CM | ATP-dependent zinc metalloprotease FtsH | NC | NC | NC | 0.57 | NC |
Stress response | BFR_ECOLI | Cyt | Bacterioferritin | NC | NC | ND | ND | ND |
Others | EFTU1_ECOLI | Cyt | Elongation factor Tu 1 | 2.81 | NC | 4.22 | NC | NC |
HEMX_ECOLI | CM | Putative uroporphyrinogen-III C methyltransferase | NC | NC | 0.59 | NC | NC | |
HEMY_ECOLI | CM | Protein HemY | NC | ND | NC | NC | NC | |
QMCA_ECOLI | ? | Protein QmcA | NC | NC | NC | ND | ND | |
PPID_ECOLI | CM | Peptidyl-prolyl | NC | NC | NC | ND | ND | |
FLIC_ECOLI | Ex | Flagellin | NC | ND | NC | NC | ND | |
MCP1_ECOLI | CM | Methyl accepting chemotaxis protein I | ND | ND | ND | ND | ND |
Table 2.
Membrane proteins that exhibited significant changes in their level at 6 (P1), 12 (P2), and 21 days (P3) of
aOM, outer membrane; CM, cytoplasmic membrane; Cyt, cytosolic; ?, unknown; Ex, extracellular.
bNC, no significant changes with respect to the previous sample; ND, not detected.
cValues higher than 1.5 indicate significant increases, and values lower than 0.6 indicate significant decreases of protein level with respect to the previous time.
A large group of proteins (Table 1) did not show any significant upregulation (>1.5-fold) or downregulation (<0.6-fold) during the survival experiments. This group included proteins related to the maintenance of cell structure (some lipoproteins, YdgA, and other) and/or the transport (porins such as OmpA, OmpW, OmpC, and TolC) (Table 1). Noteworthy, some of these proteins (namely, Lpp lipoprotein and OmpA and OmpC porins) belong to the group of the most abundant polypeptides detected in all samples. The above data suggest a role for these proteins in the maintenance of cell integrity observed here and in previous studies [12, 15, 16, 36, 37] upon
We also observed that the level of numerous proteins implicated in bioenergetics (namely, different subunits of ATP synthase, cytochromes, and reductases) and transport (porins, mannose permease, components of PTS systems, or glycerol 3 phosphate transporter) was nearly the same in the control sample (P0) and samples (P3) mainly containing non-culturable bacteria (Figure 1 and Table 1). Despite the constant presence of these proteins in cell envelope, several studies suggested that starving cells likely preserve a minimal level of metabolic activities. For instance, Ozkanca and Flint [43] indicated that respiration rates greatly decreased to almost undetectable levels in
Other constantly present proteins include YqjD and its paralogous protein ElaB, known to be abundant in the stationary growth phase. These proteins seem to be involved in inhibition of ribosomal activity and in localization of ribosomes on the inner membrane during the stationary phase of growth. In cells exposed to some stress conditions (e.g., starvation), both ribosomal biogenesis and protein synthesis are known to be suppressed. Thus, the negative regulation of these processes by YqjD and ElaB could be important for bacterial adaptation and survival in harsh environments [47].
Table 2 shows the membrane proteins (accounted for 17–19% of the total analyzed polypeptides) that became less or more abundant upon starvation of
Similar to BamA and BamB, the membrane protein insertase YidC also was not detectable after 21 days of starvation. This protein has been proposed to mediate the transfer of transmembrane segments of hydrophilic polypeptide chains from the Sec-translocon into the lipid bilayer and can assist folding of inner membrane proteins [53] including ATP synthase subunit c [17]. This finding together with the data obtained for BamA and BamB (see above) suggests that limitation of nutrients leads to the overall reduction of cell envelope biogenesis.
Other proteins that became undetectable in starved cells were the methyl-accepting chemotaxis protein I and the flagellin FLIC_ECOLI. Chen and Chen [54] demonstrated that under starvation,
Unlike chemotaxis protein I and the flagellin FLIC_ECOLI, the elongation factor Tu 1 became one of the most abundant proteins in populations maintained 6 days at 20°C. This elongation factor is known as a cytoplasmic chaperone implicated in protein synthesis, growth regulation, and stress responses [58, 59]. The high level of this protein in starving cells is consistent with the data presented by Muela et al. [31]. They observed an increase in the level of EFTu in
As shown in Figure 1,
Interestingly, the levels of three proteins were below detection at the starting point (P0), but their level was increased afterward. This group of proteins includes the structural protein MreB (MREB_ECOLI), putative porin NmpC, and the cytosolic universal stress protein F (USPF_ECOLI). MreB is a homolog of eukaryotic actin, which has been found to be associated with the membrane in several bacteria [60–62]. Shih et al. [63] stated that the MreB system is required for establishment of the rod shape of cells. MreB proteins form actin-like cables lying beneath the inner cell membrane. The cables are required to guide longitudinal cell wall synthesis. Chiu et al. [64] demonstrated that, in non-culturable
Thus, the present study showed that, although incubation in the absence of nutrients reduced cell culturability in a temperature-dependent manner, the cells still remained active and preserved their integrity and size. In addition, proteome analysis of the cell’s envelope revealed that the concentration of membrane proteins playing the key roles in cellular transport, maintenance of cell structure, as well as bioenergetic processes remained almost unchanged, indicating their crucial roles in
Acknowledgments
The work was supported by the Spanish Ministry of Science and Innovation (CGL2011-26252 and BFU2011-25455), the Basque Government (Spain) (research project IT376-10, grants BFI-2011-85 to C. Parada), and the Basque Foundation for Science, Ikerbasque (Spain). Proteomic analyses were performed at the Proteomics Unit at the University of the Basque Country, UPV/EHU, Spain (SGIker, member of ProteoRed).
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