Photometric Application of the Gram Stain Method To Characterize Natural Bacterial Populations in Aquatic Environments

The Gram stain method was applied to the photometric characterization of aquatic bacterial populations with a charge-coupled device camera and an image analyzer. Escherichia coli and Bacillus subtilis were used as standards of typical gram-negative and gram-positive bacteria, respectively. A mounting agent to obtain clear images of Gram-stained bacteria on Nuclepore membrane filters was developed. The bacterial stainability by the Gram stain was indicated by the Gram stain index (GSI), which was applicable not only to the dichotomous classification of bacteria but also to the characterization of cell wall structure. The GSI spectra of natural bacterial populations in water with various levels of eutrophication showed a distinct profile, suggesting possible staining specificity that indicates the presence of a particular bacterial population in the aquatic environment.Gram’s method is the most important and fundamental orthodox method for bacterial identification. It classifies bacteria into two groups, gram-negative and gram-positive. The mechanism of Gram staining is based on the fundamental structural and chemical attributes of bacterial cell walls. The cell walls of gram-positive bacteria have a high percentage of peptidoglycan, while those of gram-negative bacteria have only a thin peptidoglycan layer (1–3, 6). In Gram’s method, an insoluble dye-iodine complex is formed inside bacterial cells and is extracted by alcohol from gram-negative but not gram-positive bacteria (6, 12, 16). There are taxonomically gram-variable species, but some cells of gram-negative or gram-positive species may show gram-variable characteristics due to environmental stress, such as unsuitable nutrients, temperature, pH, or electrolytes (3).Functional differences between gram-positive and gram-negative cell walls have been studied with special emphasis on nutrient uptake from the ambient environment. Gram-negative bacteria have a periplasmic space between the lipopolysaccharide layer and the plasma membrane. In this space, binding proteins initially attach to nutrients and take them to a membrane carrier. Gram-positive bacteria lack the periplasmic space and are believed to have no binding proteins (9). Therefore, nutrient uptake from the environment is easier for gram-negative bacteria than for gram-positive bacteria. Because of this difference, the population density of gram-negative bacteria in more oligotrophic environments could be higher than that of gram-positive bacteria (20).Gram staining is commonly used only to reflect cell wall structure. If Gram staining characterizes not only simple taxonomical dichotomy but also multiple biological functions, it may also be used to correlate bacterial cell wall structure with related physiological responses to the environment. In particular, Gram staining could supply ecological information on natural bacterial populations that are difficult to culture by the present technology.Membrane filter methods are widely used for microscopy in aquatic microbiology because of the low population densities of bacteria in many aquatic environments (4, 11, 16). However, these methods sometimes have problems associated with microscopic observations, causing unclear images of bacterial cells on Nuclepore filters when used with the conventional mounting medium (immersion oil; refractive index [nd] = 1.514). Hence, a suitable mounting agent must be applied to obtain precise image analyses of Gram-stained bacteria on Nuclepore filters.In this study, we have established a distinct method to characterize photometric Gram stain images; it involves the Gram stain index (GSI) for specifying natural bacterial populations in various aquatic environments. For this purpose, we have standardized the GSI of typical gram-negative and gram-positive bacteria by using Escherichia coli and Bacillus subtilis, respectively, and compared these GSI values to those of natural bacterial populations of several freshwater environments. The natural waters we investigated were Hyoutaro-ike pond, Matsumi-ike bog, and Lake Kasumigaura, which are oligotrophic, mesotrophic, and eutrophic water bodies, respectively, as previously determined (8, 10, 13, 18, 22, 23).     

An Export-Specific Reporter Designed for Gram-Positive Bacteria: Application to Lactococcus lactis

The identification of exported proteins by fusion studies, while well developed for gram-negative bacteria, is limited for gram-positive bacteria, in part due to drawbacks of available export reporters. In this work, we demonstrate the export specificity and use of the Staphylococcus aureus secreted nuclease (Nuc) as a reporter for gram-positive bacteria. Nuc devoid of its export signal (called Δ_SPNuc) was used to create two fusions whose locations could be differentiated. Nuclease activity was shown to require an extracellular location in Lactococcus lactis, thus demonstrating the suitability of Δ_SPNuc to report protein export. The shuttle vector pFUN was designed to construct Δ_SPNuc translational fusions whose expression signals are provided by inserted DNA. The capacity of Δ_SPNuc to reveal and identify exported proteins was tested by generating an L. lactis genomic library in pFUN and by screening for Nuc activity directly in L. lactis. All Δ_SPNuc fusions displaying a strong Nuc⁺ phenotype contained a classical or a lipoprotein-type signal peptide or single or multiple transmembrane stretches. The function of some of the predicted signals was confirmed by cell fractionation studies. The fusions analyzed included long (up to 455-amino-acid) segments of the exported proteins, all previously unknown in L. lactis. Homology searches indicate that several of them may be implicated in different cell surface functions, such as nutrient uptake, peptidoglycan assembly, environmental sensing, and protein folding. Our results with L. lactis show that Δ_SPNuc is well suited to report both protein export and membrane protein topology.Most exported proteins are targeted for transport by a primary export signal comprising a hydrophobic domain. The signal can be present at the protein N terminus and cleaved during transport (i.e., signal peptide), but it can also remain embedded in the membrane (i.e., transmembrane segment) (63). Exported proteins are estimated to represent about 20% of total cellular proteins in gram-negative bacteria (39, 44), and contribute to various essential processes like nutrient uptake, macromolecular transport and assembly, envelope biogenesis and integrity, motility, cell division, energy generation, scavenging and detoxification, signal transduction, stress resistance, cell communication, and virulence in the case of pathogens.Several years ago, the elegant strategy of translational fusion to an export-specific reporter protein was designed to specifically isolate genes encoding exported proteins. This kind of reporter is translocation competent but unable to direct its own export (it corresponds to a signal peptideless form of an exported protein), and its activity requires an extracytoplasmic location. Among a library of proteins N-terminally fused to such a reporter, only fusions having the proper signal are exported and active. This strategy was first described for Escherichia coli using alkaline phosphatase (PhoA) as a reporter (16, 36); since then it has been applied to many gram-negative bacteria, particularly pathogens (for reviews, see references 24 and 35 and references therein).Export-specific reporters have a potentially important use in gram-positive bacteria, not only for protein identification and structural analyses, but also for technological applications. Most studies directly adopted the gram-negative reporters available, PhoA and the E. coli TEM β-lactamase (BlaM) (5). The Bacillus licheniformis α-amylase, AmyL, has also been used (17). Surprisingly, relatively few fusion studies allowed identification and characterization of the exported proteins (32, 42). In many cases, only the export signal was characterized (17, 18, 43, 51, 54, 55), possibly because only very short polypeptides (60 amino acids) were fused to the reporter.The rather limited results obtained by using reporter fusions may reveal that the reporters used are not fully adapted for use in gram-positive bacteria. (i) Fusions to gram-negative reporters PhoA and BlaM seem to display little activity and/or to be less stable in gram-positive bacteria, probably because of improper folding (42, 54). Both PhoA (active as a dimer) and BlaM folding require disulfide bond formation, which is catalyzed by DsbA in various gram-negative bacteria (3, 22); it is not yet clear whether such a process exists in gram-positive bacteria (19). Furthermore, altered codon usage and GC content may decrease expression of reporter genes. (ii) Selection of BlaM fusions has been routinely performed in E. coli, possibly due to difficulties of direct ampicillin resistance selection in gram-positive bacteria (43, 51, 54). Such preselection may create a bias due to species specificity of export signals, which, for signal peptides, are significantly longer in gram-positive bacteria (65). (iii) AmyL, a reporter of gram-positive origin, may be the best suited for use in gram-positive bacteria. However, the plate detection test results in loss of cell viability (18a), and thus its use requires replica plating (17, 18).The above-mentioned considerations led us to design a protein export reporter which would be suitable for use in a broad host range of gram-positive bacteria. The reporter we chose is based on the Staphylococcus aureus secreted nuclease (Nuc), a small, stable, monomeric, extensively studied enzyme (EC 3.1.31.1 [9]), having a mature form devoid of cysteine residues (50). Nuc is efficiently secreted by various gram-positive bacteria as an active 168-amino-acid polypeptide which may undergo subsequent proteolytic cleavage of the N-terminal 19- to 21-amino-acid propeptide to give rise to another active form, called NucA (27, 30, 31, 38, 58). The enzymatic activity test for Nuc is sensitive and nontoxic to colonies (28, 29, 50). Several features of Nuc thus make it a potentially optimal candidate for reporting protein export in gram-positive bacteria.In this study, we show that a truncated form of Nuc lacking its export signal (called Δ_SPNuc) is an export-specific reporter. A shuttle vector, pFUN (for fusion to nuclease), was designed to specifically identify genes encoding exported proteins as translational fusions to Δ_SPNuc. pFUN was developed and used to study protein export in Lactococcus lactis, a gram-positive microaerophilic industrial microorganism used in dairy fermentations (37). Despite the technological importance of surface and extracellular proteins in this organism, export of relatively few proteins (excluding plasmid- or transposon-encoded proteins) has been reported to date (4, 6, 12, 13, 15, 26, 40, 60–62). In this work, we characterize 16 previously unknown exported L. lactis proteins. Our results confirm that Δ_SPNuc is a sensitive and specific export reporter for L. lactis and potentially for other gram-positive bacteria.     

Phenotypic and Phylogenetic Characterization of Ruminal Tannin-Tolerant Bacteria

The 16S rRNA sequences and selected phenotypic characteristics were determined for six recently isolated bacteria that can tolerate high levels of hydrolyzable and condensed tannins. Bacteria were isolated from the ruminal contents of animals in different geographic locations, including Sardinian sheep (Ovis aries), Honduran and Colombian goats (Capra hircus), white-tail deer (Odocoileus virginianus) from upstate New York, and Rocky Mountain elk (Cervus elaphus nelsoni) from Oregon. Nearly complete sequences of the small-subunit rRNA genes, which were obtained by PCR amplification, cloning, and sequencing, were used for phylogenetic characterization. Comparisons of the 16S rRNA of the six isolates showed that four of the isolates were members of the genus Streptococcus and were most closely related to ruminal strains of Streptococcus bovis and the recently described organism Streptococcus gallolyticus. One of the other isolates, a gram-positive rod, clustered with the clostridia in the low-G+C-content group of gram-positive bacteria. The sixth isolate, a gram-negative rod, was a member of the family Enterobacteriaceae in the gamma subdivision of the class Proteobacteria. None of the 16S rRNA sequences of the tannin-tolerant bacteria examined was identical to the sequence of any previously described microorganism or to the sequence of any of the other organisms examined in this study. Three phylogenetically distinct groups of ruminal bacteria were isolated from four species of ruminants in Europe, North America, and South America. The presence of tannin-tolerant bacteria is not restricted by climate, geography, or host animal, although attempts to isolate tannin-tolerant bacteria from cows on low-tannin diets failed.The toxicity of phenolic compounds in the environment has fostered studies of bacteria that are able to tolerate and/or metabolize high levels of these compounds, particularly under anaerobic conditions (1, 4, 14, 21, 30, 36). Tannins are secondary polyphenolic compounds known primarily for their ability to bind to and precipitate proteins and other macromolecules. Tannins have been found in many habitats, including sewage sludge, forest litter, and the rumen (9, 14, 15, 28). Bacteria capable of degrading or tolerating tannins have been isolated from sewage sludge (14) and from the alimentary tracts of koalas (Phascolarctos cinereus) (33), goats (Capra hircus) (4, 30), and horses (Equus caballus) (31). Most of the isolates have been characterized phenotypically, and phylogenetic characterization has been limited to studies conducted in Australia (4, 34, 35) and Japan (31). Little is known about the geographic diversity and host species diversity of tannin-tolerant and tannin-degrading bacteria.The objective of this study was to characterize six recently isolated tannin-tolerant bacteria by examining their phenotypic characteristics and molecular phylogeny. These bacteria were isolated from the ruminal contents of goats (C. hircus), sheep (Ovis aries), white-tail deer (Odocoileus virginianus), and Rocky Mountain elk (Cervus elaphus nelsoni), all of which had consumed forage containing tannins. Our goal was to genetically and biochemically characterize tannin-tolerant bacteria isolated from different host animals in various geographic locations.     

Size-Selective Predation on Groundwater Bacteria by Nanoflagellates in an Organic-Contaminated Aquifer

Time series incubations were conducted to provide estimates for the size selectivities and rates of protistan grazing that may be occurring in a sandy, contaminated aquifer. The experiments involved four size classes of fluorescently labeled groundwater bacteria (FLB) and 2- to 3-μm-long nanoflagellates, primarily Spumella guttula (Ehrenberg) Kent, that were isolated from contaminated aquifer sediments (Cape Cod, Mass.). The greatest uptake and clearance rates (0.77 bacteria · flagellate⁻¹ · h⁻¹ and 1.4 nl · flagellate⁻¹ · h⁻¹, respectively) were observed for 0.8- to 1.5-μm-long FLB (0.21-μm³ average cell volume), which represent the fastest growing bacteria within the pore fluids of the contaminated aquifer sediments. The 19:1 to 67:1 volume ratios of nanoflagellate predators to preferred bacterial prey were in the lower end of the range commonly reported for other aquatic habitats. The grazing data suggest that the aquifer nanoflagellates can consume as much as 12 to 74% of the unattached bacterial community in 1 day and are likely to have a substantive effect upon bacterial degradation of organic groundwater contaminants.While heterotrophic protists have been found in pristine and contaminated aquifers (3, 29, 34, 37, 54–57), very little research has been performed to elucidate their role in the subsurface. In other environments (e.g., surface and marine waters, topsoil, and wastewater treatment plants), it is well documented that they typically consume bacteria (2, 11, 15, 41, 42, 47), although some have been observed to consume high-molecular-weight organics (48, 59) and even viruses (20, 39). Protists typically graze selectively, depending upon the size (1, 9, 17, 25, 52), growth condition (18, 53), species (16, 17, 35), and motility (18) of their prey. In carbon-limited environments, protists decrease bacterial competition, resulting in a greater bacterial uptake rate for organic substrate per unit of bacterial biomass (27). Based upon indirect field observations, it is also hypothesized that this may be the role they play in organically contaminated aquifers (31). In nutrient-limited environments, protists may release nitrogen or phosphorus needed by bacteria (10, 28, 44, 61).Studies at the U.S. Geological Survey’s (USGS) Toxic Substances Hydrology Program research site at the Massachusetts Military Reservation (MMR) on Cape Cod, Mass., have shown that sandy aquifer sediments can harbor large protistan populations even at relatively low levels (≤2 mg/liter) of dissolved organic matter (30). Protistan abundances in the MMR aquifer plume range from 1 × 10⁴ to 7 × 10⁴ g (dry weight)⁻¹ (30) and consist primarily of nanoflagellates (2 to 3 μm in length) (29) that belong to the genera Bodo, Cercomonas, Cryptaulax, Cyanthomonas, Goniomonas, and Spumella, along with some undescribed species (37). A few amoebae (63) and no ciliates (29) have been observed.Results of a principal-component factor analysis of protistan and bacterial abundances and chemical constituents in the MMR plume suggested that the flagellates were preying upon unattached bacteria (30). Additional evidence of predation was obtained from flowthrough columns of aquifer sediment from which fluorescently labeled unattached bacteria eluted at much lower rates than they did from sterile (protist-free) controls (31). However, these results provide only indirect evidence of predation because no enumerations of the bacteria within the flagellates were performed.The purpose of the research reported in this paper was to directly determine whether the MMR nanoflagellates can consume unattached bacteria in the plume and the extent to which they engage in size-selective grazing. Rates of bacterivory (grazing and clearance rates) were estimated in the laboratory by using fluorescently labeled, monodispersed bacteria (FLB) and nanoflagellates that had been isolated from the MMR aquifer plume. Although other methods exist (19, 26, 38, 43, 45, 62, 64–66), we chose to use fluorescent labeling to study flagellate bacterivory because this procedure requires shorter incubation times and relies upon direct visual observation of the prey within the predator. In addition, experiments could be designed with different sizes of FLB to determine if the nanoflagellates can discriminate between prey. This involved using FLB with cell lengths of 0.1 to 0.5, 0.5 to 0.8, 0.8 to 1.5, and >1.5 μm (average cell volumes of 0.06, 0.14, 0.21, and 0.87 μm³, respectively) in the grazing experiments.     

An Improved Algorithm for the Piecewise-Smooth Mumford and Shah Model in Image Segmentation

An improved algorithm for the piecewise-smooth Mumford and Shah functional is presented. Compared to the previous work of Chan and Vese, and Choi et al., extensions of the key functions are replaced by updating the level set function based on an artificial image that is composed of the diffused image and the original image. The low convergence problem of the classical algorithm is efficiently solved in the proposed approach. The resulting algorithm has also been demonstrated by several cases.[1,2,3,4,5,6,7,8,9,10,11]     

Proinsulin and the Genetics of Diabetes Mellitus

Insulin plays a central role in the regulation of vertebrate metabolism. The hormone, the post-translational product of a single-chain precursor, is a globular protein containing two chains, A (21 residues) and B (30 residues). Recent advances in human genetics have identified dominant mutations in the insulin gene causing permanent neonatal-onset DM² (1–4). The mutations are predicted to block folding of the precursor in the ER of pancreatic β-cells. Although expression of the wild-type allele would in other circumstances be sufficient to maintain homeostasis, studies of a corresponding mouse model (5–7) suggest that the misfolded variant perturbs wild-type biosynthesis (8, 9). Impaired β-cell secretion is associated with ER stress, distorted organelle architecture, and cell death (10). These findings have renewed interest in insulin biosynthesis (11–13) and the structural basis of disulfide pairing (14–19). Protein evolution is constrained not only by structure and function but also by susceptibility to toxic misfolding.Insulin plays a central role in the regulation of vertebrate metabolism. The hormone, the post-translational product of a single-chain precursor, is a globular protein containing two chains, A (21 residues) and B (30 residues). Recent advances in human genetics have identified dominant mutations in the insulin gene causing permanent neonatal-onset DM² (1–4). The mutations are predicted to block folding of the precursor in the ER of pancreatic β-cells. Although expression of the wild-type allele would in other circumstances be sufficient to maintain homeostasis, studies of a corresponding mouse model (5–7) suggest that the misfolded variant perturbs wild-type biosynthesis (8, 9). Impaired β-cell secretion is associated with ER stress, distorted organelle architecture, and cell death (10). These findings have renewed interest in insulin biosynthesis (11–13) and the structural basis of disulfide pairing (14–19). Protein evolution is constrained not only by structure and function but also by susceptibility to toxic misfolding.     

Comparison of Gas Chromatography and Mineralization Experiments for Measuring Loss of Selected Polychlorinated Biphenyl Congeners in Cultures of White Rot Fungi

Two methods were used to compare the biodegradation of six polychlorinated biphenyl (PCB) congeners by 12 white rot fungi. Four fungi were found to be more active than Phanerochaete chrysosporium ATCC 24725. Biodegradation of the following congeners was monitored by gas chromatography: 2,3-dichlorobiphenyl, 4,4′-dichlorobiphenyl, 2,4′,5-trichlorobiphenyl (2,4′,5-TCB), 2,2′,4,4′-tetrachlorobiphenyl, 2,2′,5,5′-tetrachlorobiphenyl, and 2,2′,4,4′,5,5′-hexachlorobiphenyl. The congener tested for mineralization was 2,4′,5-[U-¹⁴C]TCB. Culture supernatants were also assayed for lignin peroxidase and manganese peroxidase activities. Of the fungi tested, two strains of Bjerkandera adusta (UAMH 8258 and UAMH 7308), one strain of Pleurotus ostreatus (UAMH 7964), and Trametes versicolor UAMH 8272 gave the highest biodegradation and mineralization. P. chrysosporium ATCC 24725, a strain frequently used in studies of PCB degradation, gave the lowest mineralization and biodegradation activities of the 12 fungi reported here. Low but detectable levels of lignin peroxidase and manganese peroxidase activity were present in culture supernatants, but no correlation was observed among any combination of PCB congener biodegradation, mineralization, and lignin peroxidase or manganese peroxidase activity. With the exception of P. chrysosporium, congener loss ranged from 40 to 96%; however, these values varied due to nonspecific congener binding to fungal biomass and glassware. Mineralization was much lower, ≤11%, because it measures a complete oxidation of at least part of the congener molecule but the results were more consistent and therefore more reliable in assessment of PCB biodegradation.

Polychlorinated biphenyls (PCBs) are produced by chlorination of biphenyl, resulting in up to 209 different congeners. Commercial mixtures range from light oily fluids to waxes, and their physical properties make them useful as heat transfer fluids, hydraulic fluids, solvent extenders, plasticizers, flame retardants, organic diluents, and dielectric fluids (1, 21). Approximately 24 million lb are in the North American environment (19). The stability and hydrophobic nature of these compounds make them a persistent environmental hazard.To date, bacterial transformations have been the main focus of PCB degradation research. Aerobic bacteria use a biphenyl-induced dioxygenase enzyme system to attack less-chlorinated congeners (mono- to hexachlorobiphenyls) (1, 5, 7, 8, 22). Although more-chlorinated congeners are recalcitrant to aerobic bacterial degradation, microorganisms in anaerobic river sediments reductively dechlorinate these compounds, mainly removing the meta and para chlorines (1, 6, 10, 33, 34).The degradation of PCBs by white rot fungi has been known since 1985 (11, 18). Many fungi have been tested for their ability to degrade PCBs, including the white rot fungi Coriolus versicolor (18), Coriolopsis polysona (41), Funalia gallica (18), Hirneola nigricans (35), Lentinus edodes (35), Phanerochaete chrysosporium (3, 11, 14, 17, 18, 35, 39, 41–43), Phlebia brevispora (18), Pleurotus ostreatus (35, 43), Poria cinerescens (18), Px strain (possibly Lentinus tigrinus) (35), and Trametes versicolor (41, 43). There have also been studies of PCB metabolism by ectomycorrhizal fungi (17) and other fungi such as Aspergillus flavus (32), Aspergillus niger (15), Aureobasidium pullulans (18), Candida boidinii (35), Candida lipolytica (35), Cunninghamella elegans (16), and Saccharomyces cerevisiae (18, 38). The mechanism of PCB biodegradation has not been definitively determined for any fungi. White rot fungi produce several nonspecific extracellular enzymes which have been the subject of extensive research. These nonspecific peroxidases are normally involved in lignin degradation but can oxidize a wide range of aromatic compounds including polycyclic aromatic hydrocarbons (37). Two peroxidases, lignin peroxidase (LiP) and Mn peroxidase (MnP), are secreted into the environment of the fungus under conditions of nitrogen limitation in P. chrysosporium (23, 25, 27, 29) but are not stress related in fungi such as Bjerkandera adusta or T. versicolor (12, 30).Two approaches have been used to determine the biodegradability of PCBs by fungi: (i) loss of the parent congener analyzed by gas chromatography (GC) (17, 32, 35, 42, 43) and (ii) mineralization experiments in which the ¹⁴C of the universally labeled ¹⁴C parent congener is recovered as ¹⁴CO₂ (11, 14, 18, 39, 41). In the first method, the loss of a peak on a chromatogram makes it difficult to decide whether the PCB is being partly degraded, mineralized, adsorbed to the fungal biomass, or bound to glassware, soil particles, or wood chips. Even when experiments with killed-cell and abiotic controls are performed, the extraction efficiency and standard error can make data difficult to interpret. For example, recoveries can range anywhere from 40 to 100% depending on the congener used and the fungus being investigated (17). On the other hand, recovery of significant amounts of ¹⁴CO₂ from the cultures incubated with a ¹⁴C substrate provides definitive proof of fungal metabolism. There appears to be only one report relating data from these two techniques (18), and in that study, [U-¹⁴C]Aroclor 1254, rather than an individual congener, was used.In this study, we examined the ability of 12 white rot fungal strains to metabolize selected PCB congeners to determine which strains were the most active degraders. Included in this group was P. chrysosporium ATCC 24725, a strain used extensively in PCB studies (3, 14, 18, 35, 39, 41–43). Six PCB congeners were selected to give a range of chlorine substitutions and therefore a range of potential biodegradability which was monitored by GC. One of the chosen congeners was ¹⁴C labeled and used in studies to compare the results from a mineralization method with those from the GC method.     

Coomassie Blue as a Near-infrared Fluorescent Stain: A Systematic Comparison With Sypro Ruby for In-gel Protein Detection

Quantitative proteome analyses suggest that the well-established stain colloidal Coomassie Blue, when used as an infrared dye, may provide sensitive, post-electrophoretic in-gel protein detection that can rival even Sypro Ruby. Considering the central role of two-dimensional gel electrophoresis in top-down proteomic analyses, a more cost effective alternative such as Coomassie Blue could prove an important tool in ongoing refinements of this important analytical technique. To date, no systematic characterization of Coomassie Blue infrared fluorescence detection relative to detection with SR has been reported. Here, seven commercial Coomassie stain reagents and seven stain formulations described in the literature were systematically compared. The selectivity, threshold sensitivity, inter-protein variability, and linear-dynamic range of Coomassie Blue infrared fluorescence detection were assessed in parallel with Sypro Ruby. Notably, several of the Coomassie stain formulations provided infrared fluorescence detection sensitivity to <1 ng of protein in-gel, slightly exceeding the performance of Sypro Ruby. The linear dynamic range of Coomassie Blue infrared fluorescence detection was found to significantly exceed that of Sypro Ruby. However, in two-dimensional gel analyses, because of a blunted fluorescence response, Sypro Ruby was able to detect a few additional protein spots, amounting to 0.6% of the detected proteome. Thus, although both detection methods have their advantages and disadvantages, differences between the two appear to be small. Coomassie Blue infrared fluorescence detection is thus a viable alternative for gel-based proteomics, offering detection comparable to Sypro Ruby, and more reliable quantitative assessments, but at a fraction of the cost.Gel electrophoresis is an accessible, widely applicable and mature protein resolving technology. As the original top-down approach to proteomic analyses, among its many attributes the high resolution achievable by two dimensional gel-electrophoresis (2DE)¹ ensures that it remains an effective analytical technology despite the appearance of alternatives. However, in-gel detection remains a limiting factor for gel-based analyses; available technology generally permits the detection and quantification of only relatively abundant proteins (35). Many critical components in normal physiology and also disease may be several orders of magnitude less abundant and thus below the detection threshold of in-gel stains, or indeed most techniques. Pre- and post-fractionation technologies have been developed to address this central issue in proteomics but these are not without limitations (1–5). Thus improved detection methods for gel-based proteomics continue to be a high priority, and the literature is rich with different in-gel detection methods and innovative improvements (6–34). This history of iterative refinement presents a wealth of choices when selecting a detection strategy for a gel-based proteomic analysis (35).Perhaps the best known in-gel detection method is the ubiquitous Coomassie Blue (CB) stain; CB has served as a gel stain and protein quantification reagent for over 40 years. Though affordable, robust, easy to use, and compatible with mass spectrometry (MS), CB staining is relatively insensitive. In traditional organic solvent formulations, CB detects ∼ 10 ng of protein in-gel, and some reports suggest poorer sensitivity (27, 29, 36, 37). Sensitivity is hampered by relatively high background staining because of nonspecific retention of dye within the gel matrix (32, 36, 38, 39). The development of colloidal CB (CCB) formulations largely addressed these limitations (12); the concentration of soluble CB was carefully controlled by sequestering the majority of the dye into colloidal particles, mediated by pH, solvent, and the ionic strength of the solution. Minimizing soluble dye concentration and penetration of the gel matrix mitigated background staining, and the introduction of phosphoric acid into the staining reagent enhanced dye-protein interactions (8, 12, 40), contributing to an in-gel staining sensitivity of 5–10 ng protein, with some formulations reportedly yielding sensitivities of 0.1–1 ng (8, 12, 22, 39, 41, 42). Thus CCB achieved higher sensitivity than traditional CB staining, yet maintained all the advantages of the latter, including low cost and compatibility with existing densitometric detection instruments and MS. Although surpassed by newer methods, the practical advantages of CCB ensure that it remains one of the most common gel stains in use.Fluorescent stains have become the routine and sensitive alternative to visible dyes. Among these, the ruthenium-organometallic family of dyes have been widely applied and the most commercially well-known is Sypro Ruby (SR), which is purported to interact noncovalently with primary amines in proteins (15, 18, 19, 43). Chief among the attributes of these dyes is their high sensitivity. In-gel detection limits of < 1 ng for some proteins have been reported for SR (6, 9, 14, 44, 45). Moreover, SR staining has been reported to yield a greater linear dynamic range (LDR), and reduced interprotein variability (IPV) compared with CCB and silver stains (15, 19, 46–49). SR is easy to use, fully MS compatible, and relatively forgiving of variations in initial conditions (6, 15). The chief consequence of these advances remains high cost; SR and related stains are notoriously expensive, and beyond the budget of many laboratories. Furthermore, despite some small cost advantage relative to SR, none of the available alternatives has been consistently and quantitatively demonstrated to substantially improve on the performance of SR under practical conditions (9, 50).Notably, there is evidence to suggest that CCB staining is not fundamentally insensitive, but rather that its sensitivity has been limited by traditional densitometric detection (50, 51). When excited in the near IR at ∼650 nm, protein-bound CB in-gel emits light in the range of 700–800 nm. Until recently, the lack of low-cost, widely available and sufficiently sensitive infrared (IR)-capable imaging instruments prevented mainstream adoption of in-gel CB infrared fluorescence detection (IRFD); advances in imaging technology are now making such instruments far more accessible. Initial reports suggested that IRFD of CB-stained gels provided greater sensitivity than traditional densitometric detection (50, 51). Using CB R250, in-gel IRFD was reported to detect as little as 2 ng of protein in-gel, with a LDR of about an order of magnitude (2 to 20 ng, or 10 to 100 ng in separate gels), beyond which the fluorescent response saturated into the μg range (51). Using the G250 dye variant, it was determined that CB-IRFD of 2D gels detected ∼3 times as many proteins as densitometric imaging, and a comparable number of proteins as seen by SR (50). This study also concluded that CB-IRFD yielded a significantly higher signal to background ratio (S/BG) than SR, providing initial evidence that CB-IRFD may be superior to SR in some aspects of stain performance (50).Despite this initial evidence of the viability of CB-IRF as an in-gel protein detection method, a detailed characterization of this technology has not yet been reported. Here a more thorough, quantitative characterization of CB-IRFD is described, establishing its lowest limit of detection (LLD), IPV, and LDR in comparison to SR. Finally a wealth of modifications and enhancements of CCB formulations have been reported (8, 12, 21, 24, 26, 29, 40, 41, 52–54), and likewise there are many commercially available CCB stain formulations. To date, none of these formulations have been compared quantitatively in terms of their relative performance when detected using IRF. As a general detection method for gel-based proteomics, CB-IRFD was found to provide comparable or even slightly superior performance to SR according to most criteria, including sensitivity and selectivity (50). Furthermore, in terms of LDR, CB-IRFD showed distinct advantages over SR. However, assessing proteomes resolved by 2DE revealed critical distinctions between CB-IRFD and SR in terms of protein quantification versus threshold detection: neither stain could be considered unequivocally superior to the other by all criteria. Nonetheless, IRFD proved the most sensitive method of detecting CB-stained protein in-gel, enabling high sensitivity detection without the need for expensive reagents or even commercial formulations. Overall, CB-IRFD is a viable alternative to SR and other mainstream fluorescent stains, mitigating the high cost of large-scale gel-based proteomic analyses, making high sensitivity gel-based proteomics accessible to all labs. With improvements to CB formulations and/or image acquisition instruments, the performance of this detection technology may be further enhanced.     

Isolation,Characterization, and Transfer of Cryptic Gene-Mobilizing Plasmids in the Wheat Rhizosphere

A set of self-transmissible plasmids with IncQ plasmid-mobilizing capacity was isolated by triparental exogenous isolation from the wheat rhizosphere with an Escherichia coli IncQ plasmid host and a Ralstonia eutropha recipient. Three plasmids of 38 to 45 kb, denoted pIPO1, pIPO2, and pIPO3, were selected for further study. No selectable traits (antibiotic or heavy-metal resistance) were identified in these plasmids. The plasmids were characterized by replicon typing via PCR and hybridization with replicon-specific probes and other hybridizations. pIPO1 and pIPO3 were similar to each other, whereas pIPO2 was different. None of these plasmids belonged to any known incompatibility group. pIPO2 was selected for further work, and a mini-Tn5-tet transposon was inserted to confer selectability. Plasmid pIPO2 had a broad IncQ plasmid mobilization and self-transfer range among the alpha, beta, and gamma subclasses of the Proteobacteria but did not show productive transfer to gram-positive bacteria. Plasmid pIPO2 mobilized IncQ plasmid pIE723 from Pseudomonas fluorescens to diverse indigenous proteobacteria in the rhizosphere of field-grown wheat. Transfer of pIE723 to indigenous bacteria was not observed in the absence of added pIPO2. A specific PCR primer system and a probe were developed for the detection of pIPO2-type plasmids in soil and rhizosphere. Analysis of soil DNA provided evidence for the presence of pIPO2 in inoculated wheat rhizosphere soil in the field study, as well as in the rhizosphere of uninoculated wheat plants growing in soil microcosms. The system failed to identify major reservoirs of pIPO2 in a variety of other soils.Conjugation is an important gene transfer mechanism for bacteria in the soil and rhizosphere (7, 27, 28), and the genes responsible for mating-aggregate formation and DNA transfer are often carried by self-transmissible plasmids. Such conjugative plasmids are known to be capable of recruiting chromosomal genes as well as mobilizing non-self-transmissible plasmids and hence can provide genetic plasticity to bacterial populations. In cases in which highly promiscuous plasmids are involved, such genetic interactions may occur between a broad range of bacteria (27, 28, 34). Plasmid transfer between introduced bacteria via conjugation in soil has been unequivocally shown in numerous microcosm experiments with different mating combinations including taxonomically diverse ones (15, 21, 27, 28, 31, 44).However, the abundance and putative role of plasmids present in indigenous bacterial populations in in situ genetic mobilization has so far been rarely studied (11, 19, 36). Hence, the extent to which natural bacterial communities are capable of providing gene-mobilizing capacity under the prevailing conditions in the soil and rhizosphere is still poorly understood. In a pioneering study, Top et al. were able to roughly quantify the prevalence of gene-mobilizing elements in soil by a quantitative exogenous isolation method (36). However, the elements that confer genetic plasticity to bacterial populations, in particular self-transmissible plasmids and conjugative transposons, may occur in fluctuating quantities in soil. Moreover, their prevalence may change as a result of dominating soil ecological factors such as the presence of a rhizosphere or chemical stress (29, 45). To assess such bacterial community responses, a molecular approach assessing the prevalence of plasmid-specific sequences in soil-extracted microbial DNA can be used (29).Fry and Day suggested a novel approach to directly obtain plasmids with mobilizing capacity from the environment (7). The method, denominated triparental exogenous isolation, involves the coincubation of a selectable plasmid recipient strain with a mixed soil bacterial community in the presence of another strain containing a mobilizable plasmid. Simultaneous selection for the recipient and for a marker(s) of the mobilizable element allows the isolation of indigenous plasmids with plasmid-mobilizing capacity as a result of comobilization (7, 36). As suggested by Top et al. (36), the application of a transfer system consisting of an Escherichia coli plasmid donor strain containing an IncQ plasmid with heavy-metal (Cd, Zn, Co)-resistance genes which are not expressed and a Ralstonia eutropha recipient strain in which they can be expressed to a mixed soil bacterial community allows for the exogenous isolation of plasmid-mobilizing elements with broad-host-range capacity (gene escape system).The objectives of this study were to gain insight into the natural conjugal gene flow in gram-negative bacterial communities in soil and rhizosphere. For that purpose, plasmids with gene-mobilizing capacity were isolated from soil bacterial populations via the Escherichia coli-Ralstonia eutropha triparental exogenous isolation system. The plasmids obtained, denoted pIPO1, pIPO2, and pIPO3, were characterized by phenotypic and molecular methods. Furthermore, the possible role of one selected plasmid, pIPO2, in in situ mobilization of an IncQ plasmid, as well as its prevalence in soil and the wheat rhizosphere, was assessed by using a plasmid-specific PCR system.     

Normalization Benefits Microarray-Based Classification

When using cDNA microarrays, normalization to correct labeling bias is a common preliminary step before further data analysis is applied, its objective being to reduce the variation between arrays. To date, assessment of the effectiveness of normalization has mainly been confined to the ability to detect differentially expressed genes. Since a major use of microarrays is the expression-based phenotype classification, it is important to evaluate microarray normalization procedures relative to classification. Using a model-based approach, we model the systemic-error process to generate synthetic gene-expression values with known ground truth. These synthetic expression values are subjected to typical normalization methods and passed through a set of classification rules, the objective being to carry out a systematic study of the effect of normalization on classification. Three normalization methods are considered: offset, linear regression, and Lowess regression. Seven classification rules are considered: 3-nearest neighbor, linear support vector machine, linear discriminant analysis, regular histogram, Gaussian kernel, perceptron, and multiple perceptron with majority voting. The results of the first three are presented in the paper, with the full results being given on a complementary website. The conclusion from the different experiment models considered in the study is that normalization can have a significant benefit for classification under difficult experimental conditions, with linear and Lowess regression slightly outperforming the offset method.[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20]     

Phosphoproteomics of Klebsiella pneumoniae NTUH-K2044 Reveals a Tight Link between Tyrosine Phosphorylation and Virulence

Encapsulated Klebsiella pneumoniae is the predominant causative agent of pyogenic liver abscess, an emerging infectious disease that often complicates metastatic meningitis or endophthalmitis. The capsular polysaccharide on K. pneumoniae surface was determined as the key to virulence. Although the regulation of capsular polysaccharide biosynthesis is largely unclear, it was found that protein-tyrosine kinases and phosphatases are involved. Therefore, the identification and characterization of such kinases, phosphatases, and their substrates would advance our knowledge of the underlying mechanism in capsule formation and could contribute to the development of new therapeutic strategies. Here, we analyzed the phosphoproteome of K. pneumoniae NTUH-K2044 with a shotgun approach and identified 117 unique phosphopeptides along with 93 in vivo phosphorylated sites corresponding to 81 proteins. Interestingly, three of the identified tyrosine phosphorylated proteins, namely protein-tyrosine kinase (Wzc), phosphomannomutase (ManB), and undecaprenyl-phosphate glycosyltransferase (WcaJ), were found to be distributed in the cps locus and thus were speculated to be involved in the converging signal transduction of capsule biosynthesis. Consequently, we decided to focus on the lesser studied ManB and WcaJ for mutation analysis. The capsular polysaccharides of WcaJ mutant (WcaJY5F) were dramatically reduced quantitatively, and the LD₅₀ increased by 200-fold in a mouse peritonitis model compared with the wild-type strain. However, the capsular polysaccharides of ManB mutant (ManBY26F) showed no difference in quantity, and the LD₅₀ increased by merely 6-fold in mice test. Our study provided a clear trend that WcaJ tyrosine phosphorylation can regulate the biosynthesis of capsular polysaccharides and result in the pathogenicity of K. pneumoniae NTUH-K2044.Protein phosphorylation is one of the most biologically relevant and ubiquitous post-translational modifications in both eukaryotic and prokaryotic organisms. It is best known that protein phosphorylation is a reversible enzyme-catalyzed process that is controlled by various kinases and phosphatases. The aberrant functions often result in irregular protein phosphorylation and ultimately lead to serious disease states such as malignant transformation, immune disorders, and pathogenic infections in mammals (1, 2). Recently, accumulating evidences suggest that Ser/Thr/Tyr phosphorylations also contribute to regulate a diverse range of cellular responses and physiological processes in prokaryotes (1). Among them, tyrosine phosphorylation in encapsulated bacteria has been discovered to play key roles in capsular polysaccharide (CPS1; K antigen) biosynthesis, which leads to virulence (3, 4). This thick layer of exopolysaccharide on many pathogenic bacteria can act as a physical boundary to evade phagocytosis and complement-mediated killing and further inhibit complement activation of the host (1, 5, 6).In 1996, Acinetobacter johnsonii protein-tyrosine kinase (Ptk) was first discovered and categorized under the bacterial protein-tyrosine kinase (BY-kinase) family (1, 7, 8). Shortly after, its function in bacterial exopolysaccharide production and transport was characterized (1, 7, 8). From then on, many more bacterial tyrosine kinases such as Wzc of Escherichia coli (1, 9) and EpsB of Pseudomonas solanacearum (10, 11) were found to possess this conserved property; deletion of such tyrosine kinases will result in the loss of exopolysaccharide production (12). Therefore, several experiments were conducted to investigate the role of the downstream substrates of the tyrosine kinases in different strains of bacteria, and some targeted proteins were found to participate in the exopolysaccharide anabolism (13, 14). These findings demonstrated a direct relationship between bacterial tyrosine phosphorylation and exopolysaccharide biosynthesis that was directly reflected in the strain virulence.In the past, the functional roles of the critical components involved in protein phosphorylation were defined by basic biochemical and genetic approaches (1). However, there exists a salient gap between the growing number of identified protein-tyrosine kinases/phosphatases and the relative paucity of protein substrates characterized to date. Genomic sequence analyses and advanced high resolution/high accuracy MS systems with vastly improved phosphopeptide enrichment strategies are among the two key enabling technologies that allow a high efficiency identification of the scarcely detectable site-specific phosphorylations in bacterial systems (15). Mann et al. (16) were the first to initiate a systematic study of the phosphoproteome of B. subtilis in 2007 followed by similar site-specific phosphoproteomics analyses of E. coli (17), Lactococcus lactis (18), and Halobacterium salinarum (19). These pioneering works have since set the foundation in bacterial phosphoproteomics but have not been specifically carried out to address a particular biological issue of causal relevance to virulence or pathogenesis.Klebsiella pneumoniae is a Gram-negative, non-motile, facultative anaerobic, and rod-shaped bacterium. It is commonly found in water and soil (20) as well as on plants (21) and mucosal surfaces of mammals, such as human, horse, and swine (22, 23). It was demonstrated that CPS on the surface of K. pneumoniae is the prime factor of virulence and toxicity in causing pyogenic liver abscess (PLA), a common intra-abdominal infection with a high 10–30% mortality rate worldwide (24–29). There are also variations in virulence in regard to different capsular serotypes; K1 and K2 were found to be especially pathogenic in causing PLA in a mouse model (30) compared with other serotypes, which show little or no effect (31–34). The K. pneumoniae NTUH-K2044 (K2044) strain, encapsulated with K1 antigen (35), was isolated from clinical K. pneumoniae liver abscess patients. It has become an important emerging pathogen (36) because it usually complicates metastatic septic endophthalmitis and irreversible central nervous system infections independent of host underlying diseases (30, 34). The transmission rate is high (37), and it often rapidly leads to outbreaks of community-acquired infections, such as bacteremia, nosocomial pneumonia, and sepsis, common in immunocompromised individuals (38).In this study, we wanted to prove that the biosynthesis of CPS is mediated through tyrosine phosphorylation of a subset of proteins. An MS-based systematic phosphoproteomics analysis was conducted on K2044 to identify tyrosine phosphorylated proteins that are also associated with CPS biosynthesis. We further validated the relationship between tyrosine phosphorylation on those proteins and virulence of K2044 by site-directed mutagenesis, CPS quantification, serum killing, and mouse lethality assay.     

Proteomic Analysis of Extracellular ATP-Regulated Proteins Identifies ATP Synthase β-Subunit as a Novel Plant Cell Death Regulator

Extracellular ATP is an important signal molecule required to cue plant growth and developmental programs, interactions with other organisms, and responses to environmental stimuli. The molecular targets mediating the physiological effects of extracellular ATP in plants have not yet been identified. We developed a well characterized experimental system that depletes Arabidopsis cell suspension culture extracellular ATP via treatment with the cell death-inducing mycotoxin fumonisin B1. This provided a platform for protein profile comparison between extracellular ATP-depleted cells and fumonisin B1-treated cells replenished with exogenous ATP, thus enabling the identification of proteins regulated by extracellular ATP signaling. Using two-dimensional difference in-gel electrophoresis and matrix-assisted laser desorption-time of flight MS analysis of microsomal membrane and total soluble protein fractions, we identified 26 distinct proteins whose gene expression is controlled by the level of extracellular ATP. An additional 48 proteins that responded to fumonisin B1 were unaffected by extracellular ATP levels, confirming that this mycotoxin has physiological effects on Arabidopsis that are independent of its ability to trigger extracellular ATP depletion. Molecular chaperones, cellular redox control enzymes, glycolytic enzymes, and components of the cellular protein degradation machinery were among the extracellular ATP-responsive proteins. A major category of proteins highly regulated by extracellular ATP were components of ATP metabolism enzymes. We selected one of these, the mitochondrial ATP synthase β-subunit, for further analysis using reverse genetics. Plants in which the gene for this protein was knocked out by insertion of a transfer-DNA sequence became resistant to fumonisin B1-induced cell death. Therefore, in addition to its function in mitochondrial oxidative phosphorylation, our study defines a new role for ATP synthase β-subunit as a pro-cell death protein. More significantly, this protein is a novel target for extracellular ATP in its function as a key negative regulator of plant cell death.ATP is a ubiquitous, energy-rich molecule of fundamental importance in living organisms. It is a key substrate and vital cofactor in many biochemical reactions and is thus conserved by all cells. However, in addition to its localization and functions inside cells, ATP is actively secreted to the extracellular matrix where it forms a halo around the external cell surface. The existence of this extracellular ATP (eATP)¹ has been reported in several organisms including bacteria (1), primitive eukaryotes (2), animals (3), and plants (4–6). This eATP is not wasted, but harnessed at the cell surface as a potent signaling molecule enabling cells to communicate with their neighbors and regulate crucial growth and developmental processes.In animals, eATP is a crucial signal molecule in several physiological processes such as neurotransmission (7, 8), regulation of blood pressure (9), enhanced production of reactive oxygen species (ROS) (10), protein translocation (11), and apoptosis (12). Extracellular ATP signal perception at the animal cell surface is mediated by P2X and P2Y receptors, which bind ATP extracellularly and recruit intracellular second messengers (13, 14). P2X receptors are ligand-gated ion channels that provide extracellular Ca²⁺ a corridor for cell entry after binding eATP, facilitating a surge in cytosolic [Ca²⁺] that is essential in activating down-stream signaling. P2Y receptors transduce the eATP signal by marshalling heteromeric G-proteins on the cytosolic face of the plasma membrane and activating appropriate downstream effectors.Although eATP exists in plants, homologous P2X/P2Y receptors for eATP signal perception have not yet been identified, even in plant species with fully sequenced genomes. Notwithstanding the obscurity of plant eATP signal sensors, some of the key downstream messengers recruited by eATP-mediated signaling are known. For example, eATP triggers a surge in cytosolic Ca²⁺ concentration (15–17) and a heightened production of nitric oxide (18–20) and reactive oxygen species (17, 21, 22). Altering eATP levels is attended by activation of plant gene expression (16, 21) and changes in protein abundance (5, 23), indicating that eATP-mediated signaling impacts on plant physiology. Indeed eATP has been demonstrated to regulate plant growth (20, 24–26), gravitropic responses (27), xenobiotic resistance (4), plant-symbiont interactions (28), and plant-pathogen interactions (23, 29). However, the mechanism by which eATP regulates these processes remains unclear, largely because the eATP signal sensors and downstream signal regulatory genes and proteins have not been identified.We previously reported that eATP plays a central regulatory role in plant cell death processes (5). Therefore, an understanding of the signaling components galvanized by eATP in cell death regulation might serve a useful purpose in providing mechanistic detail of how eATP signals in plant physiological processes. We found that eATP-mediated signaling negatively regulates cell death as its removal by application of ATP-degrading enzymes to the apoplast activates plant cell death (5). Remarkably, fumonisin B1 (FB1), a pathogen-derived molecule that activates defense gene expression in Arabidopsis (30), commandeers this eATP-regulated signaling to trigger programmed cell death (5). FB1 is a mycotoxin secreted by fungi in the genus Fusarium and initiates programmed cell death in both animal and plant cells (31, 32). In Arabidopsis, FB1 inaugurates cell death by inactivating eATP-mediated signaling via triggering a drastic collapse in the levels of eATP (5). FB1-induced Arabidopsis programmed cell death is dependent on the plant signaling hormone salicylic acid (33), which is a key regulator of eATP levels (29). Because concurrent application of FB1 and exogenous ATP to remedy the FB1-induced eATP deficit blocks death, FB1 and exogenous ATP treatments can therefore be used as probes to identify the key signal regulators downstream of eATP in cell death control. This is vital for achieving the global objective of elucidating the mechanism of eATP signaling in plant physiology.Gel-based proteomic analyses have been previously applied to successfully identify the novel role of eATP in the regulation of plant defense gene expression and disease resistance (23, 29). We have now employed FB1 and ATP treatments together with two-dimensional difference in-gel electrophoresis (DIGE) and matrix-assisted laser desorption-time of flight MS (MALDI-TOF MS) to identify the changes in Arabidopsis protein profiles associated with a shift from normal to cell death-inception metabolism. Additional reverse genetic analyses enabled us to definitively identify a putative ATP synthase β-subunit as a target for eATP-mediated signaling with an unexpected function in the regulation of plant programmed cell death.