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1.
Proteomics ; 17(5)2017 03.
Article in English | MEDLINE | ID: mdl-28045221

ABSTRACT

Probiotic cultures encounter oxidative conditions during manufacturing, yet protein abundance changes induced by such stress have not been characterized for some of the most common probiotics and starters. This comparative proteomics investigation focuses on the response by Lactobacillus acidophilus NCFM to H2 O2, simulating an oxidative environment. Bacterial growth was monitored by BioScreen and batch cultures were harvested at exponential phase for protein profiling of stress responses by 2D gel based comparative proteomics. Proteins identified in 19 of 21 spots changing in abundance due to H2 O2 were typically related to carbohydrate and energy metabolism, cysteine biosynthesis, and stress. In particular, increased cysteine synthase activity may accumulate a cysteine pool relevant for protein stability, enzyme catalysis, and the disulfide-reducing pathway. The stress response further included elevated abundance of biomolecules reducing damage such as enzymes from DNA repair pathways and metabolic enzymes with active site cysteine residues. By contrast, a protein-refolding chaperone showed reduced abundance, possibly reflecting severe oxidative protein destruction that was not overcome by refolding. The proteome analysis provides novel insight into resistance mechanisms in lactic acid bacteria against reactive oxygen species and constitutes a valuable starting point for improving industrial processes, food design, or strain engineering preserving microorganism viability.


Subject(s)
Bacterial Proteins/metabolism , Cysteine/biosynthesis , Lactobacillus acidophilus/physiology , Oxidative Stress , Proteomics/methods , Cysteine/metabolism , Hydrogen-Ion Concentration , Lactobacillus acidophilus/growth & development
2.
Proteomics ; 16(9): 1361-75, 2016 05.
Article in English | MEDLINE | ID: mdl-26959526

ABSTRACT

Whole cell and surface proteomes were analyzed together with adhesive properties of the probiotic bacterium Lactobacillus acidophilus NCFM (NCFM) grown on the emerging prebiotic raffinose, exemplifying a synbiotic. Adhesion of NCFM to mucin and intestinal HT-29 cells increased three-fold after culture with raffinose versus glucose, as also visualized by scanning electron microscopy. Comparative proteomics using 2D-DIGE showed 43 unique proteins to change in relative abundance in whole cell lysates from NCFM grown on raffinose compared to glucose. Furthermore, 14 unique proteins in 18 spots of the surface subproteome underwent changes identified by differential 2DE, including elongation factor G, thermostable pullulanase, and phosphate starvation inducible stress-related protein increasing in a range of +2.1 - +4.7 fold. By contrast five known moonlighting proteins decreased in relative abundance by up to -2.4 fold. Enzymes involved in raffinose catabolism were elevated in the whole cell proteome; α-galactosidase (+13.9 fold); sucrose phosphorylase (+5.4 fold) together with metabolic enzymes from the Leloir pathway for galactose utilization and the glycolysis; ß-galactosidase (+5.7 fold); galactose (+2.9/+3.1 fold) and fructose (+2.8 fold) kinases. The insights at the molecular and cellular levels contributed to the understanding of the interplay of a synbiotic composed of NCFM and raffinose with the host.


Subject(s)
Bacterial Proteins/genetics , Gene Expression Regulation, Bacterial , Lactobacillus acidophilus/drug effects , Probiotics/metabolism , Proteome/genetics , Raffinose/pharmacology , Bacterial Adhesion , Bacterial Proteins/metabolism , Galactose/metabolism , Gene Ontology , Glucosyltransferases/genetics , Glucosyltransferases/metabolism , Glycoside Hydrolases/genetics , Glycoside Hydrolases/metabolism , HT29 Cells , Humans , Lactobacillus acidophilus/genetics , Lactobacillus acidophilus/growth & development , Lactobacillus acidophilus/metabolism , Molecular Sequence Annotation , Peptide Elongation Factor G/genetics , Peptide Elongation Factor G/metabolism , Prebiotics , Proteome/metabolism , Staining and Labeling , alpha-Galactosidase/genetics , alpha-Galactosidase/metabolism
3.
J Proteome Res ; 13(5): 2696-703, 2014 May 02.
Article in English | MEDLINE | ID: mdl-24654981

ABSTRACT

Hydrophilic liquid chromatography (HILIC) is used extensively as a sample preparation step for glycopeptide enrichment in proteome research. Here, we have applied cotton wool and a zwitterionic HILIC (ZIC-HILIC) resin in solid-phase extraction microcolumns to provide a higher loading capacity and broader specificity for glycopeptide enrichment. This strategy was applied to tryptic digests of wheat flour albumin extracts followed by simulataneous site-specific (18)O labeling and deglycosylation using peptide-N-glycosidase A (PNGase A) in H(2)(18)O. Subsequent LC-MS/MS analysis allowed for assignment of 78 N-glycosylation sites in 67 albumin proteins. Bioinformatic analysis revealed that several of the identified glycoproteins show sequence similarity to known food allergens. In addition, the potential impact of some of the identified glycoproteins on wheat beer quality is discussed.


Subject(s)
Albumins/metabolism , Chromatography, Liquid/methods , Glycopeptides/metabolism , Glycoproteins/metabolism , Plant Proteins/metabolism , Triticum/metabolism , Amino Acid Sequence , Chromatography, Liquid/instrumentation , Cotton Fiber , Flour/analysis , Glycopeptides/chemistry , Glycosylation , Molecular Sequence Data , Peptide-N4-(N-acetyl-beta-glucosaminyl) Asparagine Amidase/metabolism , Solid Phase Extraction , Tandem Mass Spectrometry
4.
J Exp Bot ; 65(22): 6441-56, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25205581

ABSTRACT

Drought stress occurring during the reproductive growth stage leads to considerable reductions in crop production and has become an important limiting factor for food security globally. In order to explore the possible role of drought priming (pre-exposure of the plants to mild drought stress) on the alleviation of a severe drought stress event later in development, wheat plants were subjected to single or double mild drought episodes (soil relative water content around 35-40%) before anthesis and/or to a severe drought stress event (soil relative water content around 20-25%) 15 d after anthesis. Here, single or double drought priming before anthesis resulted in higher grain yield than in non-primed plants under drought stress during grain filling. The photosynthesis rate and ascorbate peroxidase activity were higher while malondialdehyde content was lower in primed plants than in the non-primed plants under drought stress during grain filling. Proteins in flag leaves differently expressed by the priming and drought stress were mainly related to photosynthesis, stress defence, metabolism, molecular chaperone, and cell structure. Furthermore, the protein abundance of ribulose-1,5-bisphosphate carboxylase/oxygenase (Rubisco) small subunit, Rubisco activase and ascorbate peroxidase were upregulated in primed plants compared with non-primed plants under drought stress during grain filling. In conclusion, the altered protein expression and upregulated activities of photosynthesis and ascorbate peroxidase in primed plants may indicate their potential roles in alleviating a later-occurring drought stress episode, thereby contributing to higher wheat grain yield under drought stress during grain filling.


Subject(s)
Adaptation, Physiological , Droughts , Flowers/physiology , Stress, Physiological , Triticum/physiology , Ascorbate Peroxidases , Carbon Dioxide/metabolism , Electrophoresis, Gel, Two-Dimensional , Malondialdehyde/metabolism , Photosynthesis , Plant Leaves/physiology , Plant Proteins/metabolism , Plant Stomata/physiology , Proteome/metabolism , Proteomics , Seeds/physiology , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Tandem Mass Spectrometry , Water
5.
Respiration ; 88(6): 487-99, 2014.
Article in English | MEDLINE | ID: mdl-25359084

ABSTRACT

This review discusses the role of extracellular matrix (ECM) quality in the pathogenesis of pulmonary fibrosis (PF). In PF, the highly ordered structure of collagens and elastin within the ECM of the lung is severely disrupted and lacks its original tissue quality. Discussions about the ECM have focused on the role of protein quantity in relation to the progression of PF, while the importance of lung ECM quality, defined by the levels of ECM protein modifications and by the protein distribution in lung tissue, has not been properly addressed. The quality and function of proteins may be altered by different post-translational modifications (PTMs), such as cross-linking, proteolytic cleavage, citrullination, misfolding and glycosylation. This paper is the first to review key data from the literature related to the lung ECM at the molecular level, relate these to changes observed at a macroscopic level and evaluate which PTMs most likely contribute to PF. This paper also reviews the role of novel neo-epitope-specific biomarkers in the early diagnosis and prognosis of fibrotic disorders. We discuss and argue that the altered quality of the individual ECM proteins contributes to the progression of PF and may also lead to the increased quantity of lung proteins. Thus, both quantity and quality appear to be of utmost importance.


Subject(s)
Extracellular Matrix Proteins/metabolism , Idiopathic Pulmonary Fibrosis/physiopathology , Pulmonary Fibrosis/physiopathology , Biomarkers/analysis , Disease Progression , Extracellular Matrix/metabolism , Extracellular Matrix/pathology , Female , Humans , Male , Prognosis
6.
BMC Microbiol ; 13: 215, 2013 Sep 30.
Article in English | MEDLINE | ID: mdl-24079909

ABSTRACT

BACKGROUND: It is well known that brewer's yeast affects the taste and aroma of beer. However, the influence of brewer's yeast on the protein composition of beer is currently unknown. In this study, changes of the proteome of immature beer, i.e. beer that has not been matured after fermentation, by ale brewer's yeast strains with different abilities to degrade fermentable sugars were investigated. RESULTS: Beers were fermented from standard hopped wort (13° Plato) using two ale brewer's yeast (Saccharomyces cerevisiae) strains with different attenuation degrees. Both immature beers had the same alcohol and protein concentrations. Immature beer and unfermented wort proteins were analysed by 2-DE and compared in order to determine protein changes arising from fermentation. Distinct protein spots in the beer and wort proteomes were identified using Matrix-assisted laser desorption-ionization time-of-flight mass spectrometry (MALDI-TOF-MS) and MS/MS and revealed common beer proteins, such as lipid transfer proteins (LTP1 and LTP2), protein Z and amylase-protease inhibitors. During fermentation, two protein spots, corresponding to LTP2, disappeared, while three protein spots were exclusively found in beer. These three proteins, all derived from yeast, were identified as cell wall associated proteins, that is Exg1 (an exo-ß-1,3-glucanase), Bgl2 (an endo-ß-1,2-glucanase), and Uth1 (a cell wall biogenesis protein). CONCLUSION: Yeast strain dependent changes in the immature beer proteome were identified, i.e. Bgl2 was present in beer brewed with KVL011, while lacking in WLP001 beer.


Subject(s)
Beer/analysis , Beer/microbiology , Proteome/analysis , Saccharomyces cerevisiae/chemistry , Saccharomyces cerevisiae/growth & development , Fungal Proteins/analysis , Plant Proteins/analysis , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Tandem Mass Spectrometry
7.
Proteomics ; 12(7): 1006-14, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22522807

ABSTRACT

Lactobacillus acidophilus NCFM (NCFM) is a well-documented probiotic bacterium isolated from human gut. Detailed 2D gel-based NCFM proteomics addressed the so-called alkaline range, i.e., pH 6-11. Proteins were identified in 150 of the 202 spots picked from the Coomassie Brilliant Blue stained 2D gel using MALDI-TOF-MS. The 102 unique gene products among the 150 protein identifications were assigned to different functional categories, and evaluated by considering a calculated distribution of abundance as well as grand average of hydrophobicity values. None of the very few available lactic acid bacteria proteome reference maps included the range of pI >7.0. The present report of such data on the proteome of NCFM fundamentally complements current knowledge on protein profiles limited to the acid and neutral pH range.


Subject(s)
Bacterial Proteins/analysis , Electrophoresis, Gel, Two-Dimensional/methods , Lactobacillus acidophilus/chemistry , Proteome/analysis , Proteomics/methods , Bacterial Proteins/chemistry , Bacterial Proteins/classification , Hydrogen-Ion Concentration , Proteome/chemistry
8.
Pain Manag Nurs ; 13(4): 223-35, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23158704

ABSTRACT

Follow-up visits by clinical nurse specialists are beneficial for patients with various chronic conditions. It is unknown whether patients with chronic nonmalignant pain can achieve similar benefit. The aim of this study was to assess outcomes of follow-up visits by clinical nurse specialists to chronic nonmalignant pain patients regarding health-related quality of life (HRQoL), pain, opioid treatment, quality of sleep, and depression. A total of 102 patients were enrolled in a prospective randomized controlled trial during a 2-year period after discharge from multidisciplinary pain treatment and randomized to intervention or control group. Intervention group patients (n = 52) received home visits every fourth month for 2 years. The findings showed that HRQoL improved generally more in the intervention group. Statistically significant improvements were observed for physical function and bodily pain. Whereas the intervention group maintained the pain level on a visual analog scale, the control group reported more pain. During the observation period, the control group increased dosage of opioids whereas the intervention group maintained stable dosage. No significant effect on quality of life was found. Nurses identified signs of depression in 80% of their patients scoring depression on the simultaneous depression questionnaire, and thereby could refer patients to early treatment. Follow-up visits by clinical nurse specialists appeared to offer positive benefits to patients with chronic nonmalignant pain after discharge from multidisciplinary pain treatment. The intervention improved physical functioning, reduced bodily pain and pain intensity and prevented opioid dosage increase. Most episodes of depression were identified and referred to relevant treatment.


Subject(s)
Chronic Pain/nursing , Community Health Nursing/organization & administration , Outcome Assessment, Health Care , Pain Clinics/organization & administration , Specialties, Nursing/organization & administration , Adult , Aged , Depression/nursing , Female , Follow-Up Studies , Health Status , Humans , Male , Middle Aged , Program Evaluation , Quality of Life , Sleep , Surveys and Questionnaires
9.
Proteomics ; 11(12): 2503-14, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21598393

ABSTRACT

Probiotics are live microorganisms that exert health-promoting effects on the human host, as demonstrated for numerous strains of the genus Bifidobacterium. To unravel the proteins involved in the interactions between the host and the extensively used and well-studied probiotic strain Bifidobacterium animalis subsp. lactis BB-12, proteins secreted by the bacterium, i.e. belonging to the extracellular proteome present in the culture medium, were identified by 2-DE coupled with MALDI-TOF MS. Among the 74 distinct proteins identified, 31 are predicted to carry out their physiological role either outside the cell or on its surface. These proteins include solute-binding proteins for oligosaccharides, amino acids and manganese, cell wall-metabolizing proteins, and 18 proteins that have been described to interact with human host epithelial cells or extracellular matrix proteins. The potential functions include binding of plasminogen, formation of fimbriae, adhesion to collagen, attachment to mucin and intestinal cells as well as induction of immunomodulative response. These findings suggest a role of the proteins in colonization of the gastrointestinal tract, adhesion to host tissues, or immunomodulation of the host immune system. The identification of proteins predicted to be involved in such interactions can pave the way towards well targeted studies of the protein-mediated contacts between bacteria and the host, with the goal to enhance the understanding of the mode of action of probiotic bacteria.


Subject(s)
Bacterial Proteins/metabolism , Bifidobacterium/genetics , Intestinal Mucosa/metabolism , Probiotics/analysis , Proteome/genetics , Proteome/metabolism , Animals , Bacterial Adhesion/physiology , Bacterial Proteins/genetics , Bacterial Proteins/immunology , Bifidobacterium/immunology , Bifidobacterium/metabolism , Collagen/metabolism , Computational Biology/methods , Culture Media , Electrophoresis, Gel, Two-Dimensional/methods , Fimbriae, Bacterial/genetics , Fimbriae, Bacterial/metabolism , Humans , Immunomodulation , Intestines/microbiology , Mucins/metabolism , Plasminogen/metabolism , Probiotics/metabolism , Protein Binding/physiology , Receptors, Cell Surface/metabolism , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Symbiosis/physiology
10.
Proteomics ; 11(17): 3470-81, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21751373

ABSTRACT

Lactobacillus acidophilus NCFM is a probiotic bacterium adapted to survive in the gastrointestinal tract and with potential health benefits to the host. Lactitol is a synthetic sugar alcohol used as a sugar replacement in low calorie foods and selectively stimulating growth of L. acidophilus NCFM. In the present study the whole-cell extract proteome of L. acidophilus NCFM grown on glucose until late exponential phase was resolved by 2-DE (pH 3-7). A total of 275 unique proteins assigned to various physiological processes were identified from 650 spots. Differential 2-DE (DIGE) (pH 4-7) of L. acidophilus NCFM grown on glucose and lactitol, revealed 68 spots with modified relative intensity. Thirty-two unique proteins were identified in 41 of these spots changing 1.6-12.7-fold in relative abundance by adaptation of L. acidophilus NCFM to growth on lactitol. These proteins included ß-galactosidase small subunit, galactokinase, galactose-1-phosphate uridylyltransferase and UDP-glucose-4-epimerase, which all are potentially involved in lactitol metabolism. This first comprehensive proteome analysis of L. acidophilus NCFM provides insights into protein abundance changes elicited by the prebiotic lactitol.


Subject(s)
Bacterial Proteins/metabolism , Lactobacillus acidophilus/metabolism , Proteomics , Sugar Alcohols/metabolism , Bacterial Proteins/analysis , Electrophoresis, Gel, Two-Dimensional/methods , Glucose/metabolism , Lactobacillus acidophilus/chemistry , Probiotics/metabolism , Proteomics/methods
11.
Proteomics ; 11(9): 1684-95, 2011 May.
Article in English | MEDLINE | ID: mdl-21433286

ABSTRACT

Increased climatic variability is resulting in an increase of both the frequency and the magnitude of extreme climate events. Therefore, cereals may be exposed to more than one stress event in the growing season, which may ultimately affect crop yield and quality. Here, effects are reported of interaction of water deficits and/or a high-temperature event (32°C) during vegetative growth (terminal spikelet) with either of these stress events applied during generative growth (anthesis) in wheat. Influence of combinations of stress on protein fractions (albumins, globulins, gliadins and glutenins) in grains and stress-induced changes on the albumin and gliadin proteomes were investigated by 2-DE and MS. The synthesis of individual protein fractions was shown to be affected by both the type and time of the applied stresses. Identified drought or high-temperature-responsive proteins included proteins involved in primary metabolism, storage and stress response such as late embryogenesis abundant proteins, peroxiredoxins and α-amylase/trypsin inhibitors. Several proteins, e.g. heat shock protein and 14-3-3 protein changed in abundance only under multiple high temperatures.


Subject(s)
Hot Temperature , Plant Proteins/analysis , Proteomics/methods , Triticum/metabolism , Water/metabolism , 14-3-3 Proteins/analysis , 14-3-3 Proteins/metabolism , Albumins/analysis , Albumins/metabolism , Droughts , Edible Grain/growth & development , Edible Grain/metabolism , Electrophoresis, Gel, Two-Dimensional , Gliadin/analysis , Gliadin/metabolism , Glutens/analysis , Glutens/metabolism , Mass Spectrometry , Plant Proteins/metabolism , Proteome/analysis , Proteome/metabolism , Triticum/growth & development
12.
Proteomics ; 10(8): 1721-3, 2010 Apr.
Article in English | MEDLINE | ID: mdl-20127683

ABSTRACT

The multivariate method PCA is an exploratory tool often used to get an overview of multivariate data, such as the quantified spot volumes of digitized 2-DE gels. PCA can reveal hidden structures present in the data, and thus enables identification of potential outliers and clustering. Based on PCA, we here present an approach for identification of protein spots causing 2-DE gels to become outliers. The approach can potentially obviate analytical exclusion of entire 2-DE gels.


Subject(s)
Electrophoresis, Gel, Two-Dimensional/methods , Proteins/analysis , Animals , Decapoda , Multivariate Analysis , Muscle, Skeletal/chemistry
13.
Appl Environ Microbiol ; 76(21): 7285-91, 2010 Nov.
Article in English | MEDLINE | ID: mdl-20851982

ABSTRACT

Recent studies have demonstrated that xylo-oligosaccharides (XOS), which are classified as emerging prebiotics, selectively enhance the growth of bifidobacteria in general and of Bifidobacterium animalis subsp. lactis strains in particular. To elucidate the metabolism of XOS in the well-documented and widely used probiotic strain B. animalis subsp. lactis BB-12, a combined proteomic and transcriptomic approach was applied, involving DNA microarrays, real-time quantitative PCR (qPCR), and two-dimensional difference gel electrophoresis (2D-DIGE) analyses of samples obtained from cultures grown on either XOS or glucose. The analyses show that 9 of the 10 genes that encode proteins predicted to play a role in XOS catabolism (i.e., XOS-degrading and -metabolizing enzymes, transport proteins, and a regulatory protein) were induced by XOS at the transcriptional level, and the proteins encoded by three of these (ß-d-xylosidase, sugar-binding protein, and xylose isomerase) showed higher abundance on XOS. Based on the obtained results, a model for the catabolism of XOS in BB-12 is suggested, according to which the strain utilizes an ABC (ATP-binding cassette) transport system (probably for oligosaccharides) to bind XOS on the cell surface and transport them into the cell. XOS are then degraded intracellularly through the action of xylanases and xylosidases to d-xylose, which is subsequently metabolized by the d-fructose-6-P shunt. The findings obtained in this study may have implications for the design of a synbiotic application containing BB-12 and the XOS used in the present study.


Subject(s)
Bifidobacterium/genetics , Gene Expression Profiling , Oligosaccharides, Branched-Chain/metabolism , Proteome/genetics , Bacterial Proteins/genetics , Bifidobacterium/metabolism , Culture Media , Gene Expression Profiling/methods , Genes, Bacterial/genetics , Glucose/metabolism , Mass Spectrometry , Metabolism , Oligonucleotide Array Sequence Analysis , Polymerase Chain Reaction , Probiotics/metabolism
14.
Appl Spectrosc ; 62(7): 784-90, 2008 Jul.
Article in English | MEDLINE | ID: mdl-18935829

ABSTRACT

Analysis of aluminum hydroxide based vaccines is difficult after antigen adsorption. Adsorbed protein is often assessed by measuring residual unadsorbed protein for quality control. A new method for the direct determination of adsorbed protein concentration in suspension using near-infrared (NIR) transmittance spectroscopy is proposed here. A simple adsorption system using albumin from bovine serum (BSA) and aluminum hydroxide as a model system is employed. The results show that the NIR absorbance at 700-1300 nm is correlated to the adsorbed BSA concentration, measured by the ultraviolet (UV) method, using the partial least square regression (PLSR) method to construct a calibration model. The linear concentration range of adsorbed BSA is from 0 to 1.75 mg/mL by using 10 mm path length cuvettes. The influence of the sedimentation in suspension, different buffers, and different aluminum hydroxide batches was investigated in this study. It shows that the batch variation is the main influence factor of this method, while the buffer variation has no influence. However, the pretreatment of spectral data by subtracting spectra of BSA blank control (aluminum hydroxide without BSA) can significantly reduce the batch influence, and the NIR predicted results show good agreement with the reference values. The NIR method might be the only direct method for the determination of adsorbed protein concentration in suspension so far. It is a nondestructive method, and it has great advantage for use in vaccine production as a method for quality control and quality assurance.


Subject(s)
Algorithms , Aluminum Hydroxide/chemistry , Colloids/chemistry , Proteins/analysis , Spectroscopy, Near-Infrared/methods , Adsorption , Reproducibility of Results , Sensitivity and Specificity
15.
J Pharm Biomed Anal ; 46(3): 592-6, 2008 Feb 13.
Article in English | MEDLINE | ID: mdl-18162356

ABSTRACT

Moisture content is an important parameter for lyophilized vaccines. Currently, Karl Fischer titration is widely used for moisture determination in routine analysis. However, this method is time-consuming, sample destructive and requires environment polluting reagents, as well as the results rely on the random samplings. In this study, near infrared spectroscopy was used as a fast, non-invasive and non-destructive method to determine the moisture content in lyophilized allergy vaccines. Five different vaccine products were investigated, which contained water in the range of 0.17-1.51% (w/w, KF). Different data pre-treatments, wavelength selection and partial least squares regression were applied to construct calibration models. Multi-products model and product-specific models were obtained, which show the possibility of NIR as a rapid method to discriminate whether moisture content fit into the specifications of a pharmaceutical company.


Subject(s)
Allergens/analysis , Freeze Drying , Spectroscopy, Near-Infrared/methods , Vaccines/analysis , Water/analysis , Calibration , Least-Squares Analysis
16.
Methods Mol Biol ; 355: 195-210, 2007.
Article in English | MEDLINE | ID: mdl-17093312

ABSTRACT

We present the background for multivariate data analysis on proteomics data with a hands-on section on how to transfer data between different software packages. The techniques can also be used for other biological and biochemical problems in which structures have to be found in a large amount of data. Digitalization of the 2D gels, analysis using image processing software, transfer of data, multivariate data analysis, interpretation of the results, and finally we return to biology.


Subject(s)
Electrophoresis, Gel, Two-Dimensional/methods , Plant Proteins/metabolism , Proteome/metabolism , Proteomics/methods , Software , Image Processing, Computer-Assisted/instrumentation , Image Processing, Computer-Assisted/methods , Multivariate Analysis , Proteomics/instrumentation , Regression Analysis
17.
Appl Spectrosc ; 61(11): 1184-90, 2007 Nov.
Article in English | MEDLINE | ID: mdl-18028697

ABSTRACT

A new method for particle size determination in polystyrene and aluminum hydroxide suspensions using near-infrared transmittance spectroscopy is described. Mono-dispersed polystyrene particle size standards were used to establish the calibration model. The particle sizes used in the study are similar to the wavelength range of 700-1300 nm, where light scattering is wavelength dependent. The wavelength dependency of near-infrared (NIR) absorbance is found to be linear with the particle size when the analysis is based on the same spectrum starting point (the same absorbance at 700 nm). Partial least squares regression (PLSR) is applied to model this linear relationship. Compared to laser diffraction (LD) the NIR method has similar accuracy and precision in the measurement of particles with a uniform size. For a sample containing multiple sizes of particles, the mean size measured by the NIR method is shown to be weighted by the particle mass. The application of the model to aluminum hydroxide suspension shows that the NIR method is suitable for the detection of particle size changes during the production process and storage. The advantages of the NIR method are that no knowledge of the refractive index and the concentration of a sample are necessary and that the method is fast and easy to operate.


Subject(s)
Adjuvants, Immunologic/chemistry , Aluminum Hydroxide/chemistry , Spectroscopy, Near-Infrared/methods , Linear Models , Particle Size , Reproducibility of Results
18.
J Agric Food Chem ; 55(18): 7234-43, 2007 Sep 05.
Article in English | MEDLINE | ID: mdl-17676753

ABSTRACT

The potential of near-infrared (NIR) spectroscopy in detailed food analysis was tested in a model system consisting of gluten powder treated with moisture and heat. Second-derivative transformation and extended multiplicative signal correction were applied for improving the band resolution and removing physical and quantitative spectral variations. Subsequent chemometric analyses gave loading spectra, which were interpreted as spectral effects of altered protein structures, induced by the treatments. Moistening of the gluten powder resulted in shifts and intensity changes in the protein bands, which could be explained by a combination of minor secondary structure changes, water binding, and changed microenvironments of the amino acid side chains. Heat denaturation induced increases at 2209 nm and decreases at 2167-2182 nm, indicating an alpha-helix to beta-sheet transformation, in agreement with the expectations.


Subject(s)
Dietary Proteins/analysis , Glutens/chemistry , Spectroscopy, Near-Infrared , Food Preservation , Hot Temperature , Protein Denaturation , Water
19.
J Agric Food Chem ; 55(18): 7244-51, 2007 Sep 05.
Article in English | MEDLINE | ID: mdl-17676754

ABSTRACT

Hydrated gluten, treated with various salts, was analyzed by near-infrared (NIR) spectroscopy to assess the ability of this method to reveal protein structure and interaction changes in perturbed food systems. The spectra were pretreated with second-derivative transformation and extended multiplicative signal correction for improving the band resolution and removing physical and quantitative spectral variations. Principal component analysis of the preprocessed spectra showed spectral effects that depended on salt type and concentration. Although both gluten texture and the NIR spectra were little influenced by treatment with salt solutions of low concentrations (0.1-0.2 M), they were significantly and diversely affected by treatment with 1.0 M salt solutions. Compared to hydration in water, hydration in 1.0 M sulfate salts caused spectral effects similar to a drying-out effect, which could be explained by salting-out.


Subject(s)
Dietary Proteins/analysis , Glutens/chemistry , Spectroscopy, Near-Infrared , Solutions , Sulfates/chemistry , Water/chemistry
20.
Appl Spectrosc ; 60(7): 737-46, 2006 Jul.
Article in English | MEDLINE | ID: mdl-16854260

ABSTRACT

Fourier transform infrared (FT-IR) and near-infrared (NIR) spectroscopy have been applied to detect structural alterations in folate binding protein (FBP) induced by ligation in different buffer types. The amide I region pointed to a beta-sheet to alpha-helix transition upon ligation in acetate and phosphate buffers, and the formation of intermolecular beta-sheet was indicated at pH 5.0, in agreement with a dimerization of FBP taking place at this pH. The ligand-induced changes in the 2100-2300 nm NIR region were significant for FBP in acetate and phosphate buffers of pH 5.0, and the variations were interpreted as secondary structure changes, based on previous assignments of secondary structures to the combination bands in the NIR region. In the case of acetate buffer, variations in the amide combination bands agreed with the amide I analysis, but for the other buffer types some discrepancies were found and explained by side-chain contributions to the NIR, which could reflect the tertiary and quaternary structure differences. NIR spectra of FBP at pH 7.4 and 5.0 revealed contradictory effects on the side chains, reflecting different polymerization events at the two pH values, whereas the amide I region indicated similar changes at the two pH values. Therefore, we suggest that FT-IR and NIR spectroscopy may complement each other, such that the two techniques in combination may give information on all three types of protein conformational changes. While the secondary structure changes are revealed by FT-IR, the tertiary and quaternary structure changes are reflected in the NIR spectra, although the general influence of the latter changes on the NIR spectra remains to be confirmed.


Subject(s)
Carrier Proteins/chemistry , Milk Proteins/chemistry , Milk , Receptors, Cell Surface/chemistry , Spectroscopy, Fourier Transform Infrared , Animals , Buffers , Carrier Proteins/metabolism , Cattle , Folate Receptors, GPI-Anchored , Hydrogen-Ion Concentration , Ligands , Milk Proteins/metabolism , Protein Structure, Quaternary , Protein Structure, Secondary , Protein Structure, Tertiary , Receptors, Cell Surface/metabolism
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