Martin A K Williams

Cairo University, Cairo, Muhafazat al Qahirah, Egypt

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Publications (38)110.18 Total impact

  • Article: Coupled solid phase extraction and microparticle-based stability and purity-indicating immunosensor for the determination of recombinant human myelin basic protein in transgenic milk.
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    ABSTRACT: An optical immunosensor was developed and validated on the surface of microparticles for the determination of a biopharmaceutical protein. The recombinant human myelin basic protein (rhMBP) was produced in milk of transgenic cows as a His-tagged fusion protein. Previous work indicated exclusive association of rhMBP with milk casein micelles that hindered direct determination of the protein in milk. In this work, a solid phase extraction using a cation exchange matrix was developed in order to liberate rhMBP from casein micelles. A sandwich-type immunoassay was then used for in-process monitoring of the full-length protein in the presence of major milk proteins. The assay was successfully employed for detection of ultra-traces of rhMBP (LOD=6.04ngmL(-1)≈0.3nmolL(-1)) and for quantitative determination over a wide concentration range (10.00-10,000.00ngmL(-1)). The assay was able also to detect the rhMBP in the presence of its human counterpart that lacks the His-tag. The high sensitivity along with the ability of the assay to determine the full length protein enabled monitoring of the stability of rhMBP. The testing protocol is particularly useful for intrinsically unstructured proteins that are extremely sensitive to proteolysis and lack a traceable enzymatic activity. This immunosensor provides a specific, ultrasensitive high throughput tool for in-process monitoring in biopharmaceutical industry.
    Talanta 05/2013; 109:7-12. · 3.79 Impact Factor
  • Article: Substrate Dynamics in Enzyme Action: Rotations of Monosaccharide Subunits in the Binding Groove are Essential for Pectin Methylesterase Processivity.
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    ABSTRACT: The dynamical behavior of biomacromolecules is a fundamental property regulating a large number of biological processes. Protein dynamics have been widely shown to play a role in enzyme catalysis; however, the interplay between substrate dynamics and enzymatic activity is less understood. We report insights into the role of dynamics of substrates in the enzymatic activity of PME from Erwinia chrysanthemi, a processive enzyme that catalyzes the hydrolysis of methylester groups from the galacturonic acid residues of homogalacturonan chains, the major component of pectin. Extensive molecular dynamics simulations of this PME in complex with decameric homogalacturonan chains possessing different degrees and patterns of methylesterification show how the carbohydrate substitution pattern governs the dynamics of the substrate in the enzyme's binding cleft, such that substrate dynamics represent a key prerequisite for the PME biological activity. The analyses reveal that correlated rotations around glycosidic bonds of monosaccharide subunits at and immediately adjacent to the active site are a necessary step to ensure substrate processing. Moreover, only substrates with the optimal methylesterification pattern attain the correct dynamical behavior to facilitate processive catalysis. This investigation is one of the few reported examples of a process where the dynamics of a substrate are vitally important.
    Biophysical Journal 04/2013; 104(8):1731-9. · 3.65 Impact Factor
  • Article: Bovine β-lactoglobulin is dimeric under imitative physiological conditions: dissociation equilibrium and rate constants over the pH range of 2.5-7.5.
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    ABSTRACT: The oligomerization of β-lactoglobulin (βLg) has been studied extensively, but with somewhat contradictory results. Using analytical ultracentrifugation in both sedimentation equilibrium and sedimentation velocity modes, we studied the oligomerization of βLg variants A and B over a pH range of 2.5-7.5 in 100 mM NaCl at 25°C. For the first time, to our knowledge, we were able to estimate rate constants (k(off)) for βLg dimer dissociation. At pH 2.5 k(off) is low (0.008 and 0.009 s(-1)), but at higher pH (6.5 and 7.5) k(off) is considerably greater (>0.1 s(-1)). We analyzed the sedimentation velocity data using the van Holde-Weischet method, and the results were consistent with a monomer-dimer reversible self-association at pH 2.5, 3.5, 6.5, and 7.5. Dimer dissociation constants K(D)(2-1) fell close to or within the protein concentration range of ∼5 to ∼45 μM, and at ∼45 μM the dimer predominated. No species larger than the dimer could be detected. The K(D)(2-1) increased as |pH-pI| increased, indicating that the hydrophobic effect is the major factor stabilizing the dimer, and suggesting that, especially at low pH, electrostatic repulsion destabilizes the dimer. Therefore, through Poisson-Boltzmann calculations, we determined the electrostatic dimerization energy and the ionic charge distribution as a function of ionic strength at pH above (pH 7.5) and below (pH 2.5) the isoelectric point (pI∼5.3). We propose a mechanism for dimer stabilization whereby the added ionic species screen and neutralize charges in the vicinity of the dimer interface. The electrostatic forces of the ion cloud surrounding βLg play a key role in the thermodynamics and kinetics of dimer association/dissociation.
    Biophysical Journal 07/2012; 103(2):303-12. · 3.65 Impact Factor
  • Article: CZE with On-line Micellar Sample Stacking for Determination of Protein Concentration of Biopharmaceuticals
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    ABSTRACT: A capillary zone electrophoresis total protein assay was developed and validated in polyethylene oxide (PEO) dynamically coated capillaries. On-line large-volume sample stacking was employed. Protein samples were denatured using SDS and then injected into PEO-filled capillaries. Such treatment enabled injection of a sample volume of ≈8% of the total capillary volume and stacking of protein-SDS molecules at the interface between the sample plug and the PEO plug. Results showed that SDS enhanced the sensitivity not only by protein denaturation but also by forming micelles, in which protein-SDS partitioned. Sensitivity of the method was further enhanced through using capillaries with (tenfold) extended detection pathlength. Such strategies resulted in a limit of detection of 0.26μgmL−1 (3.64 nM BSA). A linear relationship between protein concentration and integrated peak area was obtained over a wide concentration range (8.49–135.87μgmL−1—R 2=0.995). The method is particularly useful for determination of total protein concentration in chromatography fractions. It overcomes low UV absorptivity of proteins, presence of UV absorbing additives and high salt content. Contrary to conventional methods for determination of protein concentration, this method does not involve an interaction with a dye. Thus, variations due to differences in surface properties among proteins or due to differences in posttranslational modifications of the same protein are eliminated. The protocol was successfully applied for the determination of the concentration of a biopharmaceutical protein rhMBP in chromatography fractions. This protein has been previously produced in milk of transgenic cows and several charge isoforms were detected. KeywordsCapillary zone electrophoresis–Large-volume sample stacking–Polyethylene oxide–Biopharmaceuticals–Human myelin basic protein
    Chromatographia 04/2012; 73(11):1145-1153. · 1.20 Impact Factor
  • Article: Innovative enzymatic approach to resolve homogalacturonans based on their methylesterification pattern.
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    ABSTRACT: Three series of model homogalacturonans (HGs) covering a large range of degree of methylesterification (DM) were prepared by chemical and/or enzymatic means. Randomly demethylesterified HGs, HGs containing a few long demethylesterified galacturonic acid stretches, and HGs with numerous but short demethylesterified blocks were recovered. The analysis of the degradation products generated by the action of a purified pectin lyase allowed the definition of two new parameters, the degree of blockiness, and the absolute degree of blockiness of the highly methylesterified stretches (DBMe and DB(abs)Me, respectively). By combining this information with that obtained by the more traditional endopolygalacturonase digestion, the total proportion of degradable zones for a given DM was measured and was shown to permit a clear differentiation of the three types of HG series over a large range of DM. This double enzymatic approach will be of interest to discriminate industrial pectin samples exhibiting different functionalities and to evaluate pectin fine structure dynamics in vivo in the plant cell wall, where pectin plays a key mechanical role.
    Biomacromolecules 04/2012; 13(5):1615-24. · 5.48 Impact Factor
  • Article: Using SAXS to reveal the degree of bundling in the polysaccharide junction zones of microrheologically distinct pectin gels.
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    ABSTRACT: The results of microrheological studies carried out on ionotropic pectin gels, particularly the manifest power law behavior observed at high frequencies, indicate that by using different assembly conditions gels can be formed in which the elementary network strands have different stiffnesses. It has been hypothesized that these differences reflect different network architectures, the extreme cases of which might be described as (i) dimeric calcium-chelating junction-zones of limited extent, linked by considerably longer, flexible, single-chain sections, or (ii) semiflexible bundles consisting of extensively aggregated dimeric junction zones that latterly become entangled and cross-linked. To test this hypothesis directly, microrheologically distinct pectin gels have been generated using different assembly modalities, in particular by using different concentrations of polymer and cross-linking ions and by contrasting the controlled-release of ions or ion-binding groups, and the resulting systems have been studied by small-angle X-ray scattering. The results straightforwardly reveal that gels that are clearly more semiflexible from a microrheological point-of-view contain larger scattering entities than those with a more flexible character. Furthermore, a more detailed interpretation of the scattering data with the aid of molecular modeling suggests that for the gels formed here those with a semiflexible microrheological signature consist predominantly of network filaments consisting of four or more chains, whereas those with a more flexible signature are predominantly single-chain sections linked by dimeric associations with no more that a few percent of the chains bundled to any higher extent. The ability to generate differing network architectures from the same polymer that fulfill different functional requirements, either in vivo in the plant cell wall, where pectin plays a crucial structural and mechanical role, or in vitro in a myriad of applications, makes these biomimetic biopolymer networks of considerable interest.
    Biomacromolecules 06/2011; 12(7):2583-90. · 5.48 Impact Factor
  • Article: Enzymatic modification of a model homogalacturonan with the thermally tolerant pectin methylesterase from Citrus: 1. Nanostructural characterization, enzyme mode of action, and effect of pH.
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    ABSTRACT: Methyl ester distribution in pectin homogalacturonan has a major influence on functionality. Enzymatic engineering of the pectin nanostructure for tailoring functionality can expand the role of pectin as a food-formulating agent and the use of in situ modification in prepared foods. We report on the mode of action of a unique citrus thermally tolerant pectin methylesterase (TT-PME) and the nanostructural modifications that it produces. The enzyme was used to produce a controlled demethylesterification series from a model homogalacturonan. Oligogalacturonides released from the resulting demethylesterified blocks introduced by TT-PME using a limited endopolygalacturonase digestion were separated and quantified by high-pressure anion-exchange chromatography (HPAEC) coupled to an evaporative light-scattering detector (ELSD). The results were consistent with the predictions of a numerical simulation, which assumed a multiple-attack mechanism and a degree of processivity ∼10, at both pH 4.5 and 7.5. The average demethylesterified block size (0.6-2.8 nm) and number of average-sized blocks per molecule (0.8-1.9) differed, depending upon pH of the enzyme treatment. The mode of action of this enzyme and consequent nanostructural modifications of pectin differ from a previously characterized citrus salt-independent pectin methylesterase (SI-PME).
    Journal of Agricultural and Food Chemistry 03/2011; 59(6):2717-24. · 2.82 Impact Factor
  • Article: Mechanically interlocked gold and silver nanoparticles using metallosupramolecular catenane chemistry.
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    ABSTRACT: We have employed the toolbox of metallosupramolecular chemistry to mechanically interlock gold and silver nanoparticles. A specifically designed PEGthiol-functionalized bis(phenanthroline)copper(I) complex acts to 'catenate' the nanoparticles. The interlocked assemblies were characterised by three complementary techniques: DLS, SERS and TEM.
    Nanoscale 01/2011; 3(3):941-4. · 5.91 Impact Factor
  • Article: Langevin dynamics simulations reveal biologically relevant folds arising from the incorporation of a torsional potential.
    Padmesh Anjukandi, Gerald G Pereira, Martin A K Williams
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    ABSTRACT: The conformational behaviour of polymer chains has been examined using Langevin dynamics simulation techniques. Polymer chains were modelled as "beads" undergoing Brownian motion in a defined potential that accounted for stretching, bending and solvation energies. As expected, the competition between chain stiffness and solvent interactions was found to yield standard swollen or collapsed configurations in good or poor solvents, respectively. However, when a torsional term was introduced into the model, additional biologically relevant conformations such as helices, sheets, turns and hairpins naturally arose.
    Journal of Theoretical Biology 08/2010; 265(3):245-9. · 2.21 Impact Factor
  • Article: Extracting intramolecular sequence information from intermolecular distributions: highly nonrandom methylester substitution patterns in homogalacturonans generated by pectinmethylesterase.
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    ABSTRACT: The ratio of the two component sugar residues comprising the anionic polysaccharide homogalacturonan (HG; namely, methylesterified or unmethylesterifed galacturonic acid (GalA)) has been controlled chemically or enzymatically in order to produce samples comprised of varying degrees and distributions of methylesterification (DM). Capillary electrophoresis (CE) has been used to characterize the samples produced and, by mapping the measured electrophoretic mobilities to biopolymer charge density, intermolecular distributions of the DM have been extracted. For chemically modified samples with random intramolecular patterns of methylesterification, the experimentally extracted intermolecular DM distributions agree well with the predictions of calculations based on the binomial theorem, demonstrating that the random nature of the demethylesterification process and, hence, the intramolecular DM patterns themselves, are directly reflected in the intermolecular distribution. Furthermore, this principle has been demonstrated by extending the work to the study of substrates with highly nonrandom DM distributions generated using a processive plant-pectinmethylesterase (pPME). An ensemble of polymer chains, generated in silico by a simulation optimized to match the experimentally measured intermolecular DM distribution, contains all possible information regarding the substrate and can further be interrogated to obtain, for example, the full Gal-A blocklength distribution.
    Biomacromolecules 06/2010; 11(6):1667-75. · 5.48 Impact Factor
  • Article: Rheo-NMR studies of an enzymatic reaction: evidence of a shear-stable macromolecular system.
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    ABSTRACT: Understanding the effects of shear forces on biopolymers is key to understanding how biological systems function. Although currently there is good agreement between theoretical predictions and experimental measurements of the behavior of DNA and large multimeric proteins under shear flow, applying the same arguments to globular proteins leads to the prediction that they should only exhibit shear-induced conformational changes at extremely large shear rates. Nevertheless, contradictory experimental evidence continues to appear, and the effect of shear on these biopolymers remains contentious. Here, a custom-built rheo-NMR cell was used to investigate whether shear flow modifies enzyme action compared with that observed quiescently. Specifically, (1)H NMR was used to follow the kinetics of the liberation of methanol from the methylesterified polysaccharide pectin by pectinmethylesterase enzymes. Two different demethylesterifying enzymes, known to have different action patterns, were used. In all experiments performed, Couette flows with shear rates of up to 1570 s(-1) did not generate detectable differences in the rate of methanol liberation compared to unsheared samples. This study provides evidence for a shear-stable macromolecular system consisting of a largely beta-sheet protein and a polysaccharide, in line with current theoretical predictions, but in contrast to some other experimental work on other proteins.
    Biophysical Journal 05/2010; 98(9):1986-94. · 3.65 Impact Factor
  • Article: Multiple particle tracking investigations of acid milk gels using tracer particles with designed surface chemistries and comparison with diffusing wave spectroscopy studies.
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    ABSTRACT: Multiple particle tracking (MPT) has been used in an attempt to probe the heterogeneity of acid milk gels, made with and without added pectin, by following the distribution of the displacements of added tracer beads during and after gelation using the Van Hove distribution. Furthermore, the surface chemistry of the latex probe particles was modified in an attempt to control their location in the system and probe the microrheological properties of the protein network and aqueous-phase voids independently. In addition, the mean square displacement (MSD) of the casein micelles/casein aggregates themselves, obtained by diffusing wave spectroscopy (DWS), has been compared to the ensemble-averaged MSD calculated from the data obtained by tracking the movement of the added tracers, with and without a kappa-casein coating. For the kappa-casein-coated tracer particles, upon acidification and subsequent gel formation, the MSDs obtained by MPT superimpose remarkably well with the MSDs obtained by DWS, despite the fact that one is obtained by tracking the movement of the particle network elements themselves and the other is obtained from directly tracking added tracers. This result has important implications: (i) it demonstrates that, although the DWS measurement is intrinsically ensemble-averaged, it really gives insight into the dynamics of the colloidal gel network; (ii) it confirms that the kappa-casein-coated probes used in this MPT experiment are well incorporated into the gel network; and hence (iii) that at least in gelled systems kappa-casein-coated latex probes are interesting probes that reveal the dynamics of the casein network.
    Langmuir 10/2009; 25(19):11827-34. · 4.19 Impact Factor
  • Article: Probing the interaction between recombinant human myelin basic protein and caseins using surface plasmon resonance and diffusing wave spectroscopy.
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    ABSTRACT: An intrinsically unstructured human myelin basic protein (hMBP) was expressed in the milk of transgenic cows (TGmilk) and found exclusively associated with the casein micellar phase. The interaction between the recombinant protein and milk caseins was investigated using surface plasmon resonance (SPR). An anti-human myelin basic protein antibody was covalently immobilized to the surface of the sensor chip. Subsequently the interaction between the recombinant protein (captured by this antibody) and caseins was studied in comparison to that noted with its human counterpart. Results showed a calcium-mediated interaction between the recombinant protein and caseins. The order of magnitude of this interaction was in agreement with the number of phosphorylated residues carried by each type of casein (alpha(s)- > beta- > kappa-casein). This selective interaction was not noted between the human protein and milk caseins indicating that the recombinant protein was phosphorylated to a higher extent than the human protein. The obtained results indicated that the co-expression of the recombinant protein and caseins by the mammary gland along with the recombinant protein's ability to form calcium bridges played a key role in the association of the recombinant human myelin basic protein (rhMBP) with the casein micelles of milk. Despite this association between the recombinant protein and milk caseins, light scattering investigations using diffusing wave spectroscopy (DWS) showed no significant differences between the milks of the transgenic and the non-transgenic control cows, with respect to both the average micelle size and surface charges. This was attributed to the low expression levels of the recombinant protein in milk.
    Journal of Molecular Recognition 10/2009; 23(1):84-92. · 3.31 Impact Factor
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    Article: On-line casein micelle disruption for downstream purification of recombinant human myelin basic protein produced in the milk of transgenic cows.
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    ABSTRACT: Downstream purification of a model recombinant protein (human myelin basic protein) from milk of transgenic cows is described. The recombinant protein was expressed as a His tagged fusion protein in the milk of transgenic cows and was found associated with the casein micellar phase. While difficulties in obtaining good recoveries were found when employing conventional micelle disruption procedures, direct capture using the cation exchanger SP Sepharose Big Beads was found successful in the extraction of the recombinant protein. Early breakthrough suggested a slow release of the recombinant protein from the micelles and dictated micelle disruption in order to obtain good yields. A new approach for deconstruction of the calcium core of the casein micelles, employing the interaction between the micellar calcium and the active sites of the cation exchanger resin was developed. Milk samples were loaded to the column in aliquots with a column washing step after each aliquot. This sequential loading approach successfully liberated the recombinant protein from the micelles and was found superior to the conventional sample loading approach. It increased the recovery by more than 25%, reduced fouling due to milk components and improved the column hydrodynamic properties as compared to the conventional sample loading approach. Hardware and software modifications to the chromatography system were necessary in order to keep the whole process automated. A second purification step using a Ni2+ affinity column was used to isolate the recombinant protein at purity more than 90% and a recovery percentage of 78%.
    Journal of chromatography. B, Analytical technologies in the biomedical and life sciences 07/2009; 877(16-17):1667-77. · 2.78 Impact Factor
  • Article: Electrophoretic behavior of copolymeric galacturonans including comments on the information content of the intermolecular charge distribution.
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    ABSTRACT: Capillary electrophoresis has been used to characterize samples of the copolymeric anionic polysaccharides homo- and rhamno-galacturonan (HG and RGI, respectively). In the case of HG, the ratios of the two component sugar residues, galacturonic acid and its methylesterified analogue, have been controlled chemically to produce samples comprised of varying degrees of methylesterification (DM). The mapping of the measured electrophoretic mobilities to the biopolymer charge density has been considered in some detail and for HG substrates with random intramolecular patterns of methylesterification it is shown that the experimentally extracted intermolecular DM distribution agrees well with the predictions of calculations based on the binomial theorem. This demonstrates that the intermolecular distribution of the methylesterification of pectin samples contains information on the intramolecular pattern by virtue of the fact that they are both manifestations of the same statistical process.
    Biomacromolecules 05/2009; 10(6):1523-31. · 5.48 Impact Factor
  • Article: Microrheological investigations give insights into the microstructure and functionality of pectin gels.
    Romaric R Vincent, Martin A K Williams
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    ABSTRACT: Many of the functional attributes of pectin, whether in the plant cell wall or in engineered food materials, are linked to its gelling properties and in particular to its ability to assemble in the presence of calcium. Pectin's fine structure and local concentration relative to that of its cross-linking ion play a major role in determining resultant gel micro-structures, and consequently the mechanical and transport properties of pectin matrices. Recent studies have sought to probe the basic properties of such calcium-induced matrices, using a light scattering technique called diffusing wave spectroscopy (DWS). In addition to the low frequency mechanical behaviour, which provides information about the nature and density of cross-links, microrheological measurements carried out with DWS are able to determine the high frequency behaviour, which is closely linked to the response of the basic strands of the network. By using these microrheological measurements, two distinct regimes have been identified into which pectin gels appear to fall: one corresponding to the presence of semi-flexible networks, a generally accepted paradigm in biological gels, and another where flexible networks dominate. In order to explain the origin of these dramatically different networks, distinct assembly pathways have been proposed in which the relative importance of the free energy gained by association and the frictional barrier to polymeric re-arrangement during network formation can differ significantly. By manipulating the local environment in the plant cell wall it is possible that Nature makes full use of both of these network types for fulfilling different tasks; such as providing strain-hardening, maximizing local elastic properties or controlling macromolecular transport.
    Carbohydrate research 01/2009; 344(14):1863-71. · 2.03 Impact Factor
  • Article: Entropic and enthalpic contributions to the chair-boat conformational transformation in dextran under single molecule stretching.
    Richard G Haverkamp, Aaron T Marshall, Martin A K Williams
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    ABSTRACT: The contribution of entropy and enthalpy to the chair-boat conformational changes (clicks) occurring during the force-extension of single molecules of an axially linked polysaccharide, dextran, was investigated. Experimental single molecule force-extension measurements were carried out by atomic force microscopy over the temperature range of 5-70 degrees C. This enabled the separation of the entropy and enthalpy components of the conformational change. The contribution of entropy to the Gibbs energy of the conformational transformation was found to be small (<12 J mol(-1) K(-1)), demonstrating that the click is largely (>89%) enthalpic in nature.
    The Journal of Physical Chemistry B 12/2007; 111(48):13653-7. · 3.70 Impact Factor
  • Article: Influence of pectin fine structure on the mechanical properties of calcium-pectin and acid-pectin gels.
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    ABSTRACT: The in vitro and in vivo functionality of the anionic plant polysaccharide pectin depends not only on the amount of ion-binding groups attached to the polymer but also on the distribution of such groups along the backbone. It has been proposed recently that information regarding this intramolecular distribution can be quantified by defining a degree of blockiness (DB or DB(abs)), and the usefulness of such measures in discriminating qualitatively between pectins originating from different sources has been demonstrated. Despite this, the value of these parameters in predicting the pseudoequilibrium elastic modulus of gels remains untested. This study seeks to address this problem through the sourcing and in-house modification of a variety of pectins in order to produce a library of distinct representative fine structures. These were subsequently characterized in terms of their relevant properties, including the determination of the proposed DB and DB(abs), and the formation of gels of these samples was monitored using small deformation mechanical spectroscopy. In addition to ionotropic calcium gels the effect of the fine structure on acid gelation was also studied.
    Biomacromolecules 10/2007; 8(9):2668-74. · 5.48 Impact Factor
  • Article: Viscosity, Swelling and Starch Leaching During the Early Stages of Pasting of Normal and Waxy Rice Starch Suspensions Containing Different Milk Protein Ingredients
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    ABSTRACT: The effects of three milk protein ingredients, sodium caseinate (NaCAS), whey protein isolate (WPI) and skim milk powder (SMP), on the swelling and leaching behaviour of normal and waxy rice starch solutions, during the early stages of pasting, were investigated. It was found that the swelling onset temperature for both starches was increased by NaCAS and SMP but was not affected by WPI. Furthermore, onset temperature determined by the swelling measurements was lower than the onset temperature determined from viscosity measurements. However, the calculated viscometric onset temperature, using the Maron-Pierce equation and the results of the swelling measurements, was found to be in very good agreement with the measured viscometric onset temperature. This study also showed that the quantity of leached polysaccharides during the early stages of starch pasting was very small, indicating that significant leaching of polysaccharides during pasting primarily occurs after the break-up of the sheared starch granules.
    Starch - Starke 08/2007; 59(8):379 - 387. · 1.24 Impact Factor
  • Article: On the simulation of enzymatic digest patterns: the fragmentation of oligomeric and polymeric galacturonides by endo-polygalacturonase II.
    Jonathan J Hunt, Randall Cameron, Martin A K Williams
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    ABSTRACT: A simulation methodology for predicting the time-course of enzymatic digestions is described. The model is based solely on the enzyme's subsite architecture and concomitant binding energies. This allows subsite binding energies to be used to predict the evolution of the relative amounts of different products during the digestion of arbitrary mixtures of oligomeric or polymeric substrates. The methodology has been specifically demonstrated by studying the fragmentation of a population of oligogalacturonides of varying degrees of polymerization, when digested by endo-polygalacturonase II (endo-PG II) from Aspergillus niger.
    Biochimica et Biophysica Acta 12/2006; 1760(11):1696-703. · 4.66 Impact Factor