A comparison of immobilized pH gradient isoelectric focusing and strong-cation-exchange chromatography as a first dimension in shotgun proteomics

Recently, we have developed a high-resolution two-dimensional separation strategy for the analysis of complex peptide mixtures. This methodology employs isoelectric focusing of peptides on immobilized pH gradient (IPG) gels in the first dimension, followed by reversed-phase chromatography in the second dimension, and subsequent tandem mass spectrometry analysis. The traditional approach to this mixture problem employs strong-cation-exchange (SCX) chromatography in the first dimension. Here, we present a direct comparison of these two first-dimensional techniques using complex protein samples derived from the testis of Rattus norvegicus. It was found that the use of immobilized pH gradients (narrow range pH 3.5-4.5) for peptide separation in the first dimension yielded 13% more protein identifications than the optimized off-line SCX approach (employing the entire pI range of the sample). In addition, the IPG technique allows for a much more efficient use on mass spectrometer analysis time. Separation of a tryptic digest derived from a rat testis sample on a narrow range pH gradient (over the 3.5-4.5 pH range) yielded 7626 and 2750 peptides and proteins, respectively. Peptide and protein identification was performed with high confidence using SEQUEST in combination with a data filtering program employing pI and statistical based functions to remove false-positives from the data.     

A high-throughput pH indicator assay for screening glycosyltransferase saturation mutagenesis libraries

Protein engineering using directed evolution or saturation mutagenesis at hot spots is often used to improve enzyme properties such as their substrate selectivity or stability. This requires access to robust high-throughput assays to facilitate the analysis of enzyme libraries. However, relatively few studies on directed evolution or saturation mutagenesis of glycosyltransferases have been reported in part due to a lack of suitable screening methods. In the present study we report a general screening assay for glycosyltransferases that has been developed using the blood group α-(1→3)-galactosyltransferase (GTB) as a model. GTB utilizes UDP-Gal as a donor substrate and α-L-Fucp-(1→2)-β-D-Galp-O-R (H antigen) as an acceptor substrate and synthesizes the blood group B antigen α-D-Galp-(1→3)-[α-L-Fucp-(1→2)]-β-D-Galp-O-R. A closely related α-(1→3)-N-acetylgalactosaminyltransferase (GTA) uses UDP-GalNAc as a donor with the same H acceptor, yielding the A antigen α-D-Galp-NAc-(1→3)-[α-L-Fuc(1→2)]-β-D-Gal-O-R. GTA and GTB are highly homologous enzymes differing in only 4 of 354 amino acids, Arg/Gly-176, Gly/Ser-235, Leu/Met-266, and Gly/Ala-268. The screening assay is based on the color change of the pH indicator bromothymol blue when a proton is released during the transfer of Gal/GalNAc from UDP-Gal/UDP-GalNAc to the acceptor substrate. Saturation mutagenesis of GTB enzyme at M214, a hot spot adjacent to the ²¹¹DVD²¹³ metal binding motif, was performed and the resulting library was screened for increases in UDP-GalNAc transfer activity. Two novel mutants, M214G and M214S, identified by pH indicator screening, were purified and kinetically characterized. M214S and M214G both exhibited two-fold higher k_cat and specific activity than wild-type GTB for UDP-GalNAc. The results confirm the importance of residue M214 for donor enzyme specificity.     

Isoelectric focusing of high-molecular-weight protein complex under native conditions using agarose gel

The isolation and characterization of protein complexes are essential steps toward understanding cellular functions. A method for separating and characterizing high-molecular-weight protein complexes using two-dimensional polyacrylamide gel electrophoresis (2D-PAGE) with native agarose gel isoelectric focusing (IEF) is described. Using this method, fractions containing high-molecular-weight protein complexes were analyzed. The advantages of using native agarose gel IEF include the ability to concentrate the protein complexes and the ease of handling when performing 2D separations. Although limited with respect to the size of molecules and particles that may be separated, this method is useful for the isolation and characterization of high-molecular-weight protein complexes.     

Development of a capillary isoelectric focusing immunoassay to measure DJ-1 isoforms in biological samples

We report on the development of a novel assay protocol for the separation and detection of charge isoforms of DJ-1 in biological samples by automated capillary isoelectric focusing followed by immunological detection. DJ-1 (PARK7) is considered as a biomarker candidate for Parkinson’s disease and may potentially support the differentiation of clinical subtypes of the disease. The new method allows for separation and subsequent relative quantitative comparison of different isoforms of DJ-1 in biological samples. The assay was successfully applied to the analysis of DJ-1 isoform patterns in brains from mice subjected to normal or high-fat diet and revealed statistically significant group differences. Furthermore, in a pooled and concentrated sample of human cerebrospinal fluid that was depleted of albumin and immunoglobulin G, four different charge variants of DJ-1 could be detected. Taken together, the capillary isoelectric focusing immunoassay for DJ-1 represents a promising tool that may ultimately serve in clinical biomarker studies.     

Quantitative assay of deoxyribonuclease activity after isoelectric focusing in polyacrylamide gels: pH control and effects of enzyme diffusion

A method for the quantitative assay of nuclease activity in crude cell lysates after isoelectric focusing (IEF) in polyacrylamide slab gels is described. After IEF, an agarose overlay gel containing DNA is placed on the IEF gel and the nuclease activity quantified by the loss of ethidium bromide fluorescence of the DNA. With this method a linear response was obtained for 1 to 10 ng of DNase I. Various methods of pH equilibration after IEF were also evaluated. The use of a high buffer concentration in the overlay gel is recommended to control the pH during the enzyme reaction. An analytical solution for the diffusion of enzymes from the IEF gel to the overlay gel is also presented and an equation that may be used to choose optimum times for transfer of the enzyme from the IEF gel to the overlay gel is given.     

Subcellular pH and predicted pH-dependent features of proteins

A characteristic of two-dimensional proteomics gels is a general bimodal distribution of isoelectric (pI) values. Discussion of this feature has focussed on the balance of acidic and basic ionisable residues, and potential relationships between pI distributions and organism classification or protein subcellular location. Electrostatics calculations on a set of protein structures with known subcellular location show that predicted folded state pI are similar to those calculated from sequence alone, but adjusted according to a general stabilising effect from interactions between ionisable groups. Bimodal distributions dominate both pI and the predicted pH of maximal stability. However, there are significant differences between these features. The average pH of maximal stability generally follows organelle pH. Average pI values are well removed from organelle pH in most subcellular environments, consistent with the view that proteins have evolved to carry (on average) net charge in a given subcellular location, and relevant to discussion of solubility in crowded environments. Correlation of the predicted pH of maximum stability with subcellular pH suggests an evolutionary pressure to adjust folded state interactions according to environment. Finally, our analysis of ionisable group contributions to stability suggests that Golgi proteins have the largest such term, although this dataset is small.     

Analysis of immune response: comparison of immunoblots after isoelectric focusing and sodium dodecyl sulfate-polyacrylamide gel electrophoresis using cytoplasmic protein extract from Brucella

Analysis of the immune response towards the facultative intracellular bacterium, Brucella melitensis, was studied by immunoblotting after either isoelectric focusing (IEF) or sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE). A cytoplasmic extract (CPE) of Brucella melitensis was used as antigen to analyse the response in 17 sera from naturally infected goats. CPE analysed by IEF exhibited 25 proteins within the pH range of 4.35 to 6. Immunoblotting revealed most of the stained bands around pH 4.5-5.4. CPE analysed by SDS-PAGE showed more than 20 silver stained proteins in the molecular range of 16-18 kDa to 70 kDa but immunoblotting revealed only 1 to 6 bands according to the sera tested. Because proteins are preserved in their native state with IEF, in contrast to SDS-PAGE treatment, this technique may be best suited for analysis of the overall response to natural infection.     

Quantitative relationships of invertebrates to pH in Norwegian river systems

The invertebrate fauna has been surveyed for twenty one unlimed generally acidic river systems in Norway. The data consist of 180 samples and 127 invertebrate taxa and associated water chemistry data (pH, calcium, acid neutralizing capacity, total aluminium, and conductivity). Multivariate numerical methods are used to quantify the relationships between aquatic invertebrates and water chemistry. Detrended canonical correspondence analysis (DCCA) shows one dominant axis of variation with high correlations for pH and aluminium. DCCA axis 2 is significantly correlated with calcium. The predictive abilities of invertebrates to pH are explored by means of weighted averaging (WA) regression and calibration and weighted averaging partial-least-squares regression (WA-PLS). The performance of the methods is reported in terms of the root mean square error of prediction (RMSEP) of (observed pH-inferred pH). Bootstrapping and leave-one-out jackknifing are used as cross-validation procedures. The predictive abilities of invertebrates are good (RMSEP_boot for WA = 0.309 pH units). Comparison of the invertebrates with diatom studies shows that invertebrates are as good predictors of modern pH as diatoms are. RMSEP_jack shows that WA-PLS improves the predictive abilities. Indicator taxa for pH are found by Gaussian regression. Anisoptera, Agrypnia obsoleta, Leptophlebia marginata, Sialis lutaria, and Zygoptera have significant sigmoidal curves where abundances increase with decreasing pH. Cyrnus flavidus shows a significant unimodal response and has an estimated optimum in the acid part of the gradient. Isoperla spp. and Ostracoda show significant sigmoidal responses where abundances increase with increasing pH. Amphinemura borealis, Diura nanseni, Isoperla grammatica, I. obscura, and Siphonoperla burmeisteri show significant unimodal responses and have high pH optima. Many taxa do not have statistically significant unimodal or sigmoidal curves, but are found by WA to be characteristic of either high pH or low pH. These results suggest that a combined use of Gaussian regression and direct gradient analysis is needed to get a full overview of potential indicator taxa.     

Analytical and preparative isoelectric focusing of peptides in immobilized pH gradients

A new method for peptide analysis and purification is described, based on isoelectric focusing in immobilized pH gradients. On the analytical scale, the peptide zones can now be revealed by an stain for primary and secondary amino group (e.g. ninydrin, fluorescamine, dansyl chloride) since the buffering species, unlike conventional carrier ampholytes, contain only carboxyl and tertiary amino groups. For preparative purposes, conditions have been described to remove most contaminants (e.g. unreacted monomers, non-cross-linked, short polyacrylamide chains) from the gel matrix before the electrophoretic run. However, ca. 2% of the gel dry mass is still present as extractable material. The focused peptides can be recovered in higly yields (ca. 90%) with a fairly high degree of purity (75%), the contaminants being mostly components eluted from the polyacrylamide gel.     

Characterization of rat lutropin charge microheterogeneity using chromatofocusing

Chromatofocusing was utilized to separate rat lutropin isohormones. The pH gradients generated were highly reproducible, allowing accurate comparisons of isohormones in different elution profiles. Extracts of anterior pituitaries from intact male rats yielded at least seven species of immunoreactive lutropin after chromatofocusing. Five species exhibited apparent pI's in the range 8.97 to 9.25. Two additional peaks of rat lutropin were also observed: one in the void volume (pI greater than 9.8) and one which bound to the column but could be eluted with 1.0 M NaCl (pI less than 7.0). All seven lutropin isohormones were active in an in vitro bioassay. The biological-to-immunological (B:I) assay ratios were directly related to the apparent pI. The presence of both the basic and the acidic species of biologically active rat lutropin has not been previously observed with isoelectric focusing. Chromatofocusing should prove to be a valuable analytical tool in the isolation and characterization of gonadotropin isohormones.     

Isoelectric focusing in immobilized pH gradients: generation and optimization of wide pH intervals with two-chamber mixers

A new technique for generating extended pH gradients (5 pH units) in Immobiline gels is reported. The previously described (J. Biochem. Biophys. Methods 7, 1983, 123-142) five-chamber gradient mixer has been replaced by a two-vessel device. A single mixture of the available Immobilines (pK 3.6, 4.6, 6.2, 7.0, 8.5 and 9.3) is made, with relative concentrations adjusted so as to produce the most uniform buffering power throughout the desired pH interval. This mixture is then divided into two portions, which are titrated to the extremes of the required pH span with an acidic titrant (Immobiline pK approximately 1) and a basic species (Immobiline pK 9.95). Highly reproducible pH gradients (pH 4-9) are thus generated, which appear extremely useful for the first dimensioned of 2-dimensional techniques. Our previously reported computer program has been implemented with an optimization algorithm which, given any cocktail of Immobilines, automatically adjusts the relative initial concentrations until the smoothest possible beta power is found. For the first time it is possible to perform IEF under controlled physico-chemical parameters: pH span and linearity, beta power, ionic strength and molarity of the buffering species.     

Depletion of the highly abundant protein albumin from human plasma using the Gradiflow

Analysis of complex protein samples by two-dimensional electrophoresis (2-DE) is often more difficult in the presence of a few predominant proteins. In plasma, proteins such as albumin mask proteins of lower abundance, as well as significantly limiting the amount of protein that can be loaded onto the immobilized pH gradient strip. In this paper the Gradiflow, a preparative electrophoresis system, has been used to deplete human plasma of the highly abundant protein albumin under native and denatured conditions. A three step protocol incorporating a charge separation to collect proteins with an isoelectric point greater than albumin and two size separations to isolate proteins larger and smaller than albumin, was used. When the albumin depleted fractions were analysed on pH 3-10 2-DE gels, proteins that were masked by albumin were revealed and proteins not seen in the unfractionated plasma sample were visualised. Matrix-assisted laser desorption/ionisation-time of flight mass spectrometry analysis confirmed the identification of the protein that lies beneath albumin to be C4B-binding protein alpha chain. The liquid fractions from the Gradiflow separations were also analysed by liquid chromatography-tandem mass spectrometry to confirm the proteins were separated according to their size and charge mobility in an electric field.     

Engineering of a CPC acylase using a facile pH indicator assay

Cephalosporin C (CPC) acylase is important for the one-step production of 7-aminocephalosporanic acid (7-ACA), a key intermediate for cephalosporin antibiotics. However, its application is hampered by the low activity, substrate inhibition, and product inhibition. In this study, two rounds of combinatorial active-site saturation testing (CASTing) were carried out on the CPC acylase acyII from Pseudomonas SE83, and one mutant H57βA/H70βY with no substrate inhibition was obtained. For further engineering to reduce the product inhibition, a quick pH indicator assay was developed, allowing for real-time monitoring of the product inhibition in the presence of added 7-ACA. The utility of the assay was demonstrated by screening six libraries of site-directed saturation mutagenesis libraries of H57βA/H70βY. A new mutant H57βA/H70βY/I176βN was obtained, which showed a k _cat 3.26-fold and a K _IP 3.08-fold that of the wild type, respectively. Given the commercial value of the enzyme, both this pH indicator assay and the triple mutant should be useful for further engineering of the enzyme to increase the specific activity and to decrease the product inhibition.     

Isoelectric focusing and ELISA evaluation of a <Emphasis Type="Italic">Blastomyces dermatitidis</Emphasis> human isolate

Blastomyces dermatitidis is a dimorphic fungal organism and the causative agent of blastomycosis. This organism is endemic east of the Mississippi river as is the fungal organism Histoplasma capsulatum. This study was performed to determine if sensitive and specific antigens from the B. dermatitidis yeast phase lysate (human isolate 592) could be separated using isoelectric focusing (IEF) to eliminate antigens that are cross-reactive with H. capsulatum. Indirect enzyme linked immunosorbent assays were performed to test for reactivity and cross-reactivity and indicate that certain fractions (4–6) were highly reactive. Fraction 16 exhibited a high degree of cross-reactivity with H. capsulatum. This study indicates that IEF may be a useful method for the separation of B. dermatitidis proteins.     

Rapid apoplastic pH measurement in Arabidopsis leaves using a fluorescent dye

In plants, the extracellular space (apoplast) is one of the main places where exchange of molecules occurs between cells. Not only is this compartment involved in the storage of multiple metabolites and ions, including calcium and protons, but it also plays a role in the transmission of signaling molecules for cell-to-cell communication. It has recently been shown multiple times that these two aspects are linked and can influence each other. In particular, apoplast pH was shown as a primary regulator of auxin (IAA) transport in Arabidopsis thaliana. To prove the role of apoplastic pH, we have developed a protocol for apoplastic fluid extraction from Arabidopsis leaves, followed by pH determination using the 8-hydroxypyrene-1,3,6-trisulfonic acid (HPTS) fluorescent dye. This technique successfully allows one to monitor apoplastic pH variations among different plant lines and to link changes in apoplastic pH to cellular responses in the plant.     

Correlation of surface sediment diatoms with the present lake water pH in 28 Algoma lakes,Ontario, Canada

The surface sediment diatom analysis of 28 Algoma lakes (pH 4.40–8.13) indicates that even though each lake has a widely different aquatic environment and characteristic diatom assemblage, a definite relationship exists between the lake water pH and their diatom assemblages. In the acidic lakes acidobiontic and acidophilous diatom species predominate whereas in circumneutral and alkaline lakes circumneutral and alkaliphilous diatoms were most common. Cluster analysis of the pH indicator diatom assemblages grouped the study lakes into three distinct cluster groups. These groups also closely corresponded to lake water pH. On the basis of published ecological information as well as their presence in our study lakes, the pH indicator status of a number of diatom taxa have been discussed. A detailed listing of the diatom taxa identified and their pH indicator status is provided in order to facilitate their use in future diatom-inferred pH studies.     

In vivo determination of organellar pH using a universal wavelength-based confocal microscopy approach

Many essential cellular processes are affected by transmembrane H(+) gradients and intracellular pH (pHi). The research of such metabolic events calls for a non-invasive method to monitor pHi within individual subcellular compartments. We present a novel confocal microscopy approach for the determination of organellar pHi in living cells expressing pH-dependent ratiometric fluorescent proteins. Unlike conventional intensity-based fluorometry, our method relies on emission wavelength scans at single-organelle resolution to produce wavelength-based pH estimates both accurate and robust to low-signal artifacts. Analyses of Ato1p-pHluorin and Ato1p-mCherry yeast cells revealed previously unreported wavelength shifts in pHluorin emission which, together with ratiometric mCherry, allowed for high-precision quantification of actual physiological pH values and evidenced dynamic pHi changes throughout the different stages of yeast colony development. Additionally, comparative pH quantification of Ato1p-pHluorin and Met17p-pHluorin cells implied the existence of a significant pHi gradient between peripheral and internal cytoplasm of cells from colonies occurring in the ammonia-producing alkali developmental phase. Results represent a step forward in the study of pHi regulation and subcellular metabolic functions beyond the scope of this study.     

Role of EDTA in a simple method for determining toxicity using a bacterial indicator organism

A method to determine toxicity using a bacterium as the indicator organism previously developed (Botsford 1998) perceives most divalent cations as being toxic. Mercury is perceived as the most toxic, followed by cadmium, zinc and copper. It was found that adding 2.5 m EDTA to the reaction would relieve the toxicity of the 15 divalent cations tested. This effect does not appear to be simple chelation. One micromolar EDTA eliminated the toxicity of 1.6 m calcium or 0.006 m mercury. Thirty-six chemicals were tested for their toxicity in the presence and absence of 2.5 m EDTA and 25 ppm calcium. Twenty-one were less toxic and two of these, p-aminobenzoic acid and tetrachloroethylene would no longer appear to be toxic according to the assay when these additions were present. Six chemicals had the same toxicity with and without the additions. Nine chemicals were more toxic when the EDTA and calcium were present. This experiment was repeated with six chemicals and ten times the EDTA concentration and ten times the calcium concentration. The toxicity with 10× was compared with the toxicity with 1× the additions. The toxicity of 4 of the six chemicals changed with the higher concentration of EDTA and calcium when the absorbancy values observed in samples with the lower levels were compared with samples with the higher levels. Obviously before EDTA can be added to mitigate the toxicity of divalent cations, it must be determined how much EDTA is required to eliminate the toxicity by the ions present in the sample. Alternatively, if the nature of the contaminating organic chemical is known, it can be determined what the effect of EDTA and the divalent cation present is on the apparent toxicity of the compound.