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1.
Dalton Trans ; 44(45): 19693-9, 2015 Dec 07.
Article in English | MEDLINE | ID: mdl-26488228

ABSTRACT

The reactions of iodoperfluoroalkanes CnF2n+1I (n = 2, 3, 4) and n-BuLi at low temperatures give NMR spectroscopic evidence for LiCnF2n+1 which were converted into LiCu(CnF2n+1)2 derivatives upon treatment with 0.5 mol copper(i) bromide, CuBr. An alternative route to obtain perfluoroorgano copper couples, Cu(Rf)2Ag (Rf = n-C3F7, n-C4F9, C6F5) was achieved from the reactions of the corresponding perfluoroorgano silver(i) reagents, AgRf, and elemental copper through redox transmetallations. The composition of the resulting reactive intermediates was investigated by means of (19)F NMR spectroscopy and ESI mass spectrometry. Perfluoro-n-propyl and perfluoro-n-butyl copper-silver reagents prepared by the oxidative transmetallation route exhibited good properties in C-C bond formation reactions with acid chlorides even under moderate conditions. Substitution of bromine directly bound to aromatics for perfluoroalkyl groups was achieved at elevated temperatures, while success in halide substitution reactions using lithium copper couples remained poor.

2.
Biophys Chem ; 179: 35-46, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23727989

ABSTRACT

ß2-microglobulin (ß2m) is known to be the major component of fibrillar deposits in the joints of patients suffering from dialysis-related amyloidosis. We have developed a simplified procedure to convert monomeric recombinant ß2m into amyloid fibrils at physiological pH by a combination of stirring and heating, enabling us to follow conformational changes associated with the assembly by infrared spectroscopy and electron microscopy. Our studies reveal that fibrillogenesis begins with the formation of relatively large aggregates, with secondary structure not significantly altered by the stirring-induced association. In contrast, the conversion of the amorphous aggregates into amyloid fibrils is associated with a profound re-organization at the level of the secondary and tertiary structures, leading to non-native like parallel arrangements of the ß-strands in the fully formed amyloid structure of ß2m. This study highlights the power of an approach to investigate the formation of ß2m fibrils by a combination of biophysical techniques including IR spectroscopy.


Subject(s)
Amyloid/chemical synthesis , beta 2-Microglobulin/chemistry , Amyloid/chemistry , Hydrogen-Ion Concentration , Spectrophotometry, Infrared , Temperature
3.
BMC Genomics ; 14: 386, 2013 Jun 10.
Article in English | MEDLINE | ID: mdl-23758785

ABSTRACT

BACKGROUND: Obesity-associated organ-specific pathological states can be ensued from the dysregulation of the functions of the adipose tissues, liver and muscle. However, the influence of genetic differences underlying gross-compositional differences in these tissues is largely unknown. In the present study, the analytical method of ATR-FTIR spectroscopy has been combined with a genetic approach to identify genetic differences responsible for phenotypic alterations in adipose, liver and muscle tissues. RESULTS: Mice from 29 BXD recombinant inbred mouse strains were put on high fat diet and gross-compositional changes in adipose, liver and muscle tissues were measured by ATR-FTIR spectroscopy. The analysis of genotype-phenotype correlations revealed significant quantitative trait loci (QTL) on chromosome 12 for the content of fat and collagen, collagen integrity, and the lipid to protein ratio in adipose tissue and on chromosome 17 for lipid to protein ratio in liver. Using gene expression and sequence information, we suggest Rsad2 (viperin) and Colec11 (collectin-11) on chromosome 12 as potential quantitative trait candidate genes. Rsad2 may act as a modulator of lipid droplet contents and lipid biosynthesis; Colec11 might play a role in apoptopic cell clearance and maintenance of adipose tissue. An increased level of Rsad2 transcripts in adipose tissue of DBA/2J compared to C57BL/6J mice suggests a cis-acting genetic variant leading to differential gene activation. CONCLUSION: The results demonstrate that the analytical method of ATR-FTIR spectroscopy effectively contributed to decompose the macromolecular composition of tissues that accumulate fat and to link this information with genetic determinants. The candidate genes in the QTL regions may contribute to obesity-related diseases in humans, in particular if the results can be verified in a bigger BXD cohort.


Subject(s)
DNA, Recombinant/genetics , Diet, High-Fat/adverse effects , Genomics , Inbreeding , Quantitative Trait Loci/genetics , Animals , Male , Mice , Phenotype , Spectroscopy, Fourier Transform Infrared
4.
J Clin Microbiol ; 51(1): 339-44, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23135937

ABSTRACT

A total of 120 Burkholderia cepacia complex isolates collected during 2004-2010 from 66 patients in two cystic fibrosis reference centers in Argentina were analyzed. Burkholderia contaminans was the species most frequently recovered (57.6%), followed by Burkholderia cenocepacia (15%), a species distribution not reported so far. The recA-PCR-based techniques applied to the B. contaminans isolates revealed that 85% of the population carried the recA-ST-71 allele. Our results showed the utility of BOX-PCR genotyping in analyzing B. contaminans diversity. This approach allowed us to address clonal transmission during an outbreak and the genetic changes occurring in infecting bacteria over the course of chronic infection.


Subject(s)
Burkholderia Infections/microbiology , Burkholderia cepacia complex/genetics , Burkholderia cepacia complex/isolation & purification , Cystic Fibrosis/complications , Genetic Variation , Argentina , Bacterial Typing Techniques , Burkholderia cepacia complex/classification , Genotype , Humans , Molecular Typing , Polymerase Chain Reaction , Rec A Recombinases/genetics
5.
Anal Chem ; 84(13): 5501-8, 2012 Jul 03.
Article in English | MEDLINE | ID: mdl-22687054

ABSTRACT

We have demonstrated label-free optical detection of viral nucleoprotein binding to a polyvalent anti-influenza aptamer by monitoring the surface-enhanced Raman (SERS) spectra of the aptamer-nucleoprotein complex. The SERS spectra demonstrated that selective binding of the aptamer-nucleoprotein complex could be differentiated from that of the aptamer alone based solely on the direct spectral signature for the aptamer-nucleoprotein complex. Multivariate statistical methods, including principal components analysis, hierarchical clustering, and partial least squares, were used to confirm statistically significant differences between the spectra of the aptamer-nucleoprotein complex and the spectra of the unbound aptamer. Two separate negative controls were used to evaluate the specificity of binding of the viral nucleoproteins to this aptamer. In both cases, no spectral changes were observed that showed protein binding to the control surfaces, indicating a high degree of specificity for the binding of influenza viral nucleoproteins only to the influenza-specific aptamer. Statistical analysis of the spectra supports this interpretation. AFM images demonstrate morphological changes consistent with formation of the influenza aptamer-nucleoprotein complex. These results provide the first evidence for the use of aptamer-modified SERS substrates as diagnostic tools for influenza virus detection in a complex biological matrix.


Subject(s)
Aptamers, Nucleotide/chemistry , Nucleoproteins/analysis , Orthomyxoviridae/isolation & purification , Spectrum Analysis, Raman/methods , Viral Proteins/analysis , Binding Sites , Humans , Influenza, Human/diagnosis , Influenza, Human/virology , Microscopy, Atomic Force , Reproducibility of Results , Sensitivity and Specificity
6.
Chem Commun (Camb) ; 47(30): 8635-7, 2011 Aug 14.
Article in English | MEDLINE | ID: mdl-21706113

ABSTRACT

A highly sensitive surface-enhanced Raman (SERS)-based method for detection of influenza viral nucleoproteins is described. The intrinsic SERS spectrum of the aptamer-nucleoprotein complex provides direct evidence of binding between a polyvalent anti-influenza aptamer and the nucleoproteins of three influenza strains.


Subject(s)
Aptamers, Nucleotide/chemistry , Nucleoproteins/analysis , Orthomyxoviridae/metabolism , Spectrum Analysis, Raman/methods , Viral Proteins/analysis , Gold/chemistry , Nanotubes/chemistry , Protein Binding
7.
Retrovirology ; 8: 30, 2011 May 09.
Article in English | MEDLINE | ID: mdl-21554716

ABSTRACT

BACKGROUND: The human genome harbors several largely preserved HERV-K(HML-2) elements. Although this retroviral family comes closest of all known HERVs to producing replication competent virions, mutations acquired during their chromosomal residence have rendered them incapable of expressing infectious particles. This also holds true for the HERV-K113 element that has conserved open reading frames (ORFs) for all its proteins in addition to a functional LTR promoter. Uncertainty concerning the localization and impact of post-insertional mutations has greatly hampered the functional characterization of these ancient retroviruses and their proteins. However, analogous to other betaretroviruses, it is known that HERV-K(HML-2) virions undergo a maturation process during or shortly after release from the host cell. During this process, the subdomains of the Gag polyproteins are released by proteolytic cleavage, although the nature of the mature HERV-K(HML-2) Gag proteins and the exact position of the cleavage sites have until now remained unknown. RESULTS: By aligning the amino acid sequences encoded by the gag-pro-pol ORFs of HERV-K113 with the corresponding segments from 10 other well-preserved human specific elements we identified non-synonymous post-insertional mutations that have occurred in this region of the provirus. Reversion of these mutations and a partial codon optimization facilitated the large-scale production of maturation-competent HERV-K113 virus-like particles (VLPs). The Gag subdomains of purified mature VLPs were separated by reversed-phase high-pressure liquid chromatography and initially characterized using specific antibodies. Cleavage sites were identified by mass spectrometry and N-terminal sequencing and confirmed by mutagenesis. Our results indicate that the gag gene product Pr74Gag of HERV-K(HML-2) is processed to yield p15-MA (matrix), SP1 (spacer peptide of 14 amino acids), p15, p27-CA (capsid), p10-NC (nucleocapsid) and two C-terminally encoded glutamine- and proline-rich peptides, QP1 and QP2, spanning 23 and 19 amino acids, respectively. CONCLUSIONS: Expression of reconstituted sequences of original HERV elements is an important tool for studying fundamental aspects of the biology of these ancient viruses. The analysis of HERV-K(HML-2) Gag processing and the nature of the mature Gag proteins presented here will facilitate further studies of the discrete functions of these proteins and of their potential impact on the human host.


Subject(s)
Endogenous Retroviruses/genetics , Gene Products, gag/genetics , Gene Products, gag/metabolism , Peptide Hydrolases/metabolism , Amino Acid Sequence , Chromatography, High Pressure Liquid , Gene Products, gag/isolation & purification , Humans , Mass Spectrometry , Molecular Sequence Data , Sequence Alignment , Virosomes/genetics , Virosomes/isolation & purification , Virosomes/metabolism
8.
FEBS J ; 278(10): 1713-27, 2011 May.
Article in English | MEDLINE | ID: mdl-21414141

ABSTRACT

Inflammatory processes are accompanied by the post-translational modification of certain arginine residues to yield citrulline, and a pH decrease in the affected tissue, which might influence the protonation of histidine residues within proteins. We employed isotope-edited IR spectroscopy to investigate whether conformational features of two human major histocompatibility antigen class I subtypes, HLA-B*2705 and HLA-B*2709, are affected by these changes. Both differ only in residue 116 (Asp vs. His) within the peptide-binding grooves, but are differentially associated with inflammatory rheumatic disorders. Our analyses of the two HLA-B27 subtypes in complex with a modified self-peptide containing a citrulline RRKWURWHL (U = citrulline) revealed that the heavy chain is more flexible in the HLA-B*2705 subtype than in the HLA-B*2709 subtype. Together with our previous studies of HLA-B27 subtypes complexed with the unmodified self-peptide RRKWRRWHL, these findings support the existence of subtype-specific conformational features of the heavy chains under physiological conditions, which are undetectable by X-ray crystallography and exist irrespective of the sequence of the bound peptide and its binding mode. They might thus influence antigenic properties of the respective HLA-B27 subtype. Furthermore, a decrease in the pH from 7.5 to 5.6 during the analyses had an influence only on HLA-B*2709 complexed with the unmodified self-peptide, where His116 is not contacted by any peptide side chain. This permits us to conclude that histidines, and in particular His116, influence the stability of MHC:peptide complexes. The conditions prevailing in inflammatory environments in vivo might thus also exert an impact on selected conformational features of HLA-B27:peptide complexes.


Subject(s)
HLA-B Antigens/chemistry , HLA-B27 Antigen/genetics , HLA-B27 Antigen/chemistry , Histidine/chemistry , Humans , Hydrogen-Ion Concentration , Protein Conformation , Protein Processing, Post-Translational , Protein Stability , Spectrophotometry, Infrared , Spondylitis, Ankylosing/genetics
9.
Analyst ; 136(6): 1148-52, 2011 Mar 21.
Article in English | MEDLINE | ID: mdl-21270980

ABSTRACT

Tip-enhanced Raman spectroscopy (TERS) is a highly sensitive spectroscopic technique which combines the advantages of optical spectroscopy with the requirements needed for the characterization of biological nano-structures. In this study, TERS was used to investigate the applicability of this spectroscopic technique for the detection of different virus strains like avipoxvirus and adeno-associated virus. TERS spectra obtained from different particles of the same virus strain show variations in relative peak intensities and positions of most spectral features observed. These spectral variations were higher for the larger avipoxvirus particles (∅≈350 nm) than for the smaller adeno-associated virus particles (∅≈26 nm).


Subject(s)
Spectrum Analysis, Raman/methods , Viruses/isolation & purification , Avipoxvirus/growth & development , Avipoxvirus/isolation & purification , Avipoxvirus/ultrastructure , Dependovirus/growth & development , Dependovirus/isolation & purification , Dependovirus/ultrastructure , Microscopy, Electron, Scanning/methods , Microscopy, Electron, Transmission/methods , Viruses/classification , Viruses/growth & development , Viruses/ultrastructure
10.
Analyst ; 136(6): 1129-33, 2011 Mar 21.
Article in English | MEDLINE | ID: mdl-21240420

ABSTRACT

Information on how cells respond to their environment, interact with each other, or undergo complex processes such as cellular differentiation or gene expression has been obtained mostly by interference from population-level data. Individual microorganisms, even those on supposedly "clonal" populations, may differ widely from each other in terms of their genetic composition, physiology, biochemistry, or behaviours. This genetic and phenotypic heterogeneity has important practical consequences for a number of relevant interests, including antibiotic or biocide resistance, the productivity and stability of industrial fermentations, the efficacy of food preservatives, and the potential of pathogens to cause disease. Here we introduce vibrational spectroscopy to characterize Legionella bozemanii with respect to its content of poly-hydroxybutyric acid (PHB) and its distribution on both the population level and the single cell level.


Subject(s)
Hydroxybutyrates/analysis , Legionella/metabolism , Polyesters/analysis , Spectroscopy, Fourier Transform Infrared/methods , Spectrum Analysis, Raman/methods , Hydroxybutyrates/chemistry , Hydroxybutyrates/metabolism , Legionella/cytology , Legionella/growth & development , Polyesters/chemistry , Polyesters/metabolism
11.
Anal Chem ; 82(20): 8464-75, 2010 Oct 15.
Article in English | MEDLINE | ID: mdl-20866090

ABSTRACT

Yersinia are Gram-negative, rod-shaped facultative anaerobes, and some of them, Yersinia enterocolitica, Yersinia pseudotuberculosis, and Yersinia pestis, are pathogenic in humans. Rapid and accurate identification of Yersinia strains is essential for appropriate therapeutic management and timely intervention for infection control. In the past decade matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) mass spectrometry (MS) in combination with computer-aided pattern recognition has evolved as a rapid, objective, and reliable technique for microbial identification. In this comprehensive study a total of 146 strains of all currently known Yersinia species complemented by 35 strains of other relevant genera of the Enterobacteriaceae family were investigated by MALDI-TOF MS and chemometrics. Bacterial sample preparation included microbial inactivation according to a recently developed mass spectrometry compatible inactivation protocol. The mass spectral profiles were evaluated by supervised feature selection methods to identify family-, genus-, and species-specific biomarker proteins and--for classification purposes--by pattern recognition techniques. Unsupervised hierarchical cluster analysis revealed a high degree of correlation between bacterial taxonomy and subproteome-based MALDI-TOF MS classification. Furthermore, classification analysis by supervised artificial neural networks allowed identification of strains of Y. pestis with an accuracy of 100%. In-depth analysis of proteomic data demonstrated the existence of Yersinia-specific biomarkers at m/z 4350 and 6046. In addition, we could also identify species-specific biomarkers of Y. enterocolitica at m/z 7262, 9238, and 9608. For Y. pseudotuberculosis a combination of biomarkers at m/z 6474, 7274, and 9268 turned out to be specific, while a peak combination at m/z 3065, 6637, and 9659 was characteristic for strains of Y. pestis. Bioinformatic approaches and tandem mass spectrometry were employed to reveal the molecular identity of biomarker ions. In this way, the Y. pestis-specific biomarker at m/z 3065 could be identified as a fragment of the plasmid-encoded plasminogen activator, one of the major virulence factors in plague infections.


Subject(s)
Chromatography, Liquid/methods , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Yersinia/chemistry , Biomarkers/analysis , Cluster Analysis
13.
J Biophotonics ; 3(8-9): 522-33, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20422659

ABSTRACT

Type-IV pili are cell surface organelles found in a wide variety of Gram-negative bacteria. They have traditionally been detected by electron microscopy and ELISA techniques. However, these methodologies are not appropriate for the rapid discrimination and quantification of piliated and nonpiliated cells in industrial or field conditions. Here, the analysis of FT-IR spectra of piliated, nonpiliated and sheared Moraxella bovis cells, together with purified pili suspensions spectra, allowed the identification of 3 IR regions associated to spectroscopic markers of Type-IV pili: 1750-1600, 1450-1350 and 1280-950 cm(-1). Such IR-specific markers were found for piliated cells grown in different culture systems (liquid or solid media), independently of the strain or pili serotype. They were also sensitive to pili expression levels. Therefore, on the bases of these specific spectral features, an FT-IR ANN-based model was developed to classify piliation levels in 5 distinct groups. An overall classification rate of almost 90% demonstrates the strong potential of the ANN system developed to monitor M. bovis cultures in vaccine production.


Subject(s)
Algorithms , Bacterial Typing Techniques/methods , Fimbriae, Bacterial/classification , Moraxella bovis/classification , Moraxella bovis/ultrastructure , Neural Networks, Computer , Spectroscopy, Fourier Transform Infrared/methods , Biomarkers/analysis , Fimbriae, Bacterial/ultrastructure , Pattern Recognition, Automated/methods
14.
Anal Chem ; 82(7): 2916-24, 2010 Apr 01.
Article in English | MEDLINE | ID: mdl-20199054

ABSTRACT

Plant and microbial toxins such as ricin, staphylococcal enterotoxin B (SEB), and the botulinum neurotoxins (BoNT) are considered as potential biological warfare agents. Specific screening methods are, therefore, required that enable unambiguous and sensitive identification of these biohazards, particularly for the occurrence of the toxins in complex sample matrixes. The present study describes a combination of a multiplex-immunoaffinity purification approach, followed by matrix-assisted laser desorption/ionization (MALDI)-based detection for the simultaneous identification of ricin, SEB, BoNT/A, and BoNT/B. The method comprises an affinity enrichment step, using specific monoclonal antibodies for each of the four toxins which have been selected from a pool of antibodies. The selected antibodies allow for specific and simultaneous capture of ricin, SEB, BoNT/A, BoNT/B, and the corresponding BoNT complexes. These were subsequently identified by MALDI time-of-flight (TOF) mass spectrometry (MS), following tryptic digest. The sensitivity of the technique was approximately 500 fmol for each of the toxins. These toxins were detectable within 8 h, even when present in complex matrixes such as milk or juice. Furthermore, the MALDI-based multiplex assay allowed for the discrimination of closely related BoNT sero- and subtypes, including a real case of food-borne botulism in Germany.


Subject(s)
Botulinum Toxins/chemistry , Enterotoxins/chemistry , Immunomagnetic Separation/methods , Ricin/chemistry , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Amino Acid Sequence , Animals , Antibodies, Immobilized/immunology , Antibodies, Immobilized/metabolism , Antibodies, Monoclonal/immunology , Antibodies, Monoclonal/metabolism , Botulinum Toxins/analysis , Enterotoxins/analysis , Food Microbiology , Milk/microbiology , Molecular Sequence Data , Ricin/analysis , Time Factors
15.
Arthritis Rheum ; 62(4): 978-87, 2010 Apr.
Article in English | MEDLINE | ID: mdl-20131248

ABSTRACT

OBJECTIVE: Although the products of the HLA subtypes B*2705 and B*2709 differ only in residue 116 (Asp versus His) within their peptide-binding grooves, they are differentially associated with inflammatory rheumatic diseases such as ankylosing spondylitis (AS): B*2705 occurs in AS patients, whereas B*2709 is only rarely encountered. The reasons for this distinct association are still unclear but could include subtype-specific conformational and dynamic properties of these antigens. The present study was undertaken to investigate structural and dynamic differences between B*2705 and B*2709 and their possible relationship to subtype-specific disease association. METHODS: The membrane-distal segments of the B*2705 and B*2709 heavy chains were expressed in vitro and reconstituted together with beta(2)-microglobulin and a peptide. HLA-B27 complexes loaded with 2 self peptides (TIS [RRLPIFSRL] and pVIPR [RRKWRRWHL]) and a sequence-related viral peptide (pLMP2 [RRRWRRLTV]) were studied by isotope-edited infrared spectroscopy to detect differences in their structure and flexibility at physiologic temperature. RESULTS: Our analyses revealed the existence of subtype-specific conformational differences between the 2 HLA-B27 heavy chains at physiologic temperature, which are undetectable using x-ray crystallography. Irrespective of the bound peptide, the heavy chain of the B*2705 complex exhibited higher conformational flexibility than the B*2709 heavy chain. CONCLUSION: The present study demonstrates the existence of previously undetected systematic conformational and dynamic differences between the heavy chains of the 2 HLA-B27 subtypes. Since effector cell recognition of cells expressing HLA antigens is dependent on the dynamic properties of the interacting cell surface molecules, this HLA-B27 subtype-specific heavy chain flexibility could have a role in the distinct association of HLA-B27 subtypes with spondylarthritides.


Subject(s)
HLA-B27 Antigen/genetics , Polymorphism, Genetic , Spondylarthritis/genetics , Spondylarthritis/immunology , Amino Acid Sequence , Amino Acid Substitution , Escherichia coli/immunology , HLA-B27 Antigen/chemistry , Humans , Inclusion Bodies/genetics , Inclusion Bodies/immunology , Models, Molecular , Peptide Fragments/chemistry , Protein Conformation , Spectrophotometry, Infrared
16.
Appl Environ Microbiol ; 75(22): 7229-42, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19767470

ABSTRACT

This report demonstrates the applicability of a combination of matrix-assisted laser desorption ionization-time of flight (MALDI-TOF) mass spectrometry (MS) and chemometrics for rapid and reliable identification of vegetative cells of the causative agent of anthrax, Bacillus anthracis. Bacillus cultures were prepared under standardized conditions and inactivated according to a recently developed MS-compatible inactivation protocol for highly pathogenic microorganisms. MALDI-TOF MS was then employed to collect spectra from the microbial samples and to build up a database of bacterial reference spectra. This database comprised mass peak profiles of 374 strains from Bacillus and related genera, among them 102 strains of B. anthracis and 121 strains of B. cereus. The information contained in the database was investigated by means of visual inspection of gel view representations, univariate t tests for biomarker identification, unsupervised hierarchical clustering, and artificial neural networks (ANNs). Analysis of gel views and independent t tests suggested B. anthracis- and B. cereus group-specific signals. For example, mass spectra of B. anthracis exhibited discriminating biomarkers at 4,606, 5,413, and 6,679 Da. A systematic search in proteomic databases allowed tentative assignment of some of the biomarkers to ribosomal protein or small acid-soluble proteins. Multivariate pattern analysis by unsupervised hierarchical cluster analysis further revealed a subproteome-based taxonomy of the genus Bacillus. Superior classification accuracy was achieved when supervised ANNs were employed. For the identification of B. anthracis, independent validation of optimized ANN models yielded a diagnostic sensitivity of 100% and a specificity of 100%.


Subject(s)
Bacillus anthracis/classification , Bacterial Typing Techniques/methods , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Bacillus/chemistry , Bacillus/classification , Bacillus/metabolism , Bacillus anthracis/chemistry , Bacillus anthracis/metabolism , Bacillus cereus/chemistry , Bacillus cereus/classification , Bacillus cereus/metabolism , Bacterial Proteins/chemistry , Bacterial Proteins/metabolism , Biomarkers/analysis , Cluster Analysis , Databases, Protein , Neural Networks, Computer , Proteome , Sensitivity and Specificity , Spores, Bacterial/chemistry , Spores, Bacterial/metabolism
17.
Analyst ; 134(6): 1119-25, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19475137

ABSTRACT

Our goal is to produce a rapid and accurate diagnostic tool for malaria using resonance Raman spectroscopy to detect small inclusions of haemozoin in Plasmodium falciparum infected red blood cells. In pursuit of this aim we serendipitously discovered a partial dark-field effect generated by our experimental setup, which helps identify in thick blood films potential parasites that are normally difficult to see with conventional bright-field microscopy. The haemozoin deposits 'light up' and these can be selectively targeted with the Raman microscope to confirm the presence or absence of haemozoin by the strong 1569 cm(-1) band, which is a marker for haemozoin. With newly developed imaging Raman microscopes incorporating ultra-sensitive rapid readout CCDs it is possible to obtain spectra with a good signal-to-noise ratio in 1 second. Moreover, images from a smear of potentially infected cells can be recorded and analysed with multivariate methods. The reconstructed images show what appear to be sub-micron-inclusions of haemozoin in some cells indicating that the technique has potential to identify low pigmented forms of the parasite including early trophozoite-stage infected cells. Further work is required to unambiguously confirm the presence of such forms through systematic staining but the results are indeed promising and may lead to the development of a new Raman-based malaria diagnostic.


Subject(s)
Darkness , Malaria/diagnosis , Microscopy/methods , Spectrum Analysis, Raman/methods , Erythrocytes/parasitology , Humans , Plasmodium falciparum/isolation & purification
18.
Analyst ; 134(6): 1138-48, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19475140

ABSTRACT

Two approaches based on intact cell matrix-assisted laser desorption/ionization-time-of-flight mass spectrometry (IC-MALDI-ToF MS) have been evaluated in order to discriminate and identify nine former Burkholderia cepacia complex (Bcc) species, Burkholderia contaminans belonging to the novel Taxon K, Burkholderia gladioli, and the most relevant non-fermentative (NF) Gram-negative rods recovered from cystic fibrosis (CF) sputum cultures. In total, 146 clinical isolates and 26 reference strains were analysed. IC mass spectra were obtained with high reproducibility applying a recently developed inactivation protocol which is based on the extraction of microbial proteins by trifluoroacetic acid (TFA). In a first approach, spectral analysis was carried out by means of a gel-view representation of mass spectra, which turned out to be useful to recognize specific identifying biomarker proteins (SIBPs). A series of prominent mass peaks, mainly assigned to constitutively expressed proteins, were selected as SIBPs for identifications at the genus and species level. Two distinctive mass peaks present in B. contaminans spectra (7501 and 7900 Da) were proposed as SIBPs for the identification of this novel species. A second approach of spectral analysis based on data reduction, feature selection and subsequent hierarchical cluster analysis was used to obtain an objective discrimination of all species analysed. Both complementary modalities of analyzing complex IC-MALDI-ToF MS data open the path towards a rapid, accurate and objective means of routine clinical microbiology diagnosis of pathogens from sputum samples of CF patients.


Subject(s)
Burkholderia cepacia/isolation & purification , Cystic Fibrosis/microbiology , Cystic Fibrosis/pathology , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Bacterial Proteins/analysis , Biomarkers/analysis , Burkholderia cepacia/classification , Cluster Analysis , Cystic Fibrosis/metabolism , Humans , Laboratories , Multivariate Analysis , Reproducibility of Results , Sputum/microbiology , Time Factors
19.
Analyst ; 134(6): 1149-53, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19475141

ABSTRACT

Single cells in genetically homogeneous microbial cultures exhibit marked phenotypic heterogeneity that is considered to bolster the fitness of the whole population. Heterogeneity on the single-cell level is typically masked in conventional studies of microbial populations, which rely on data averaged across thousands or millions of cells in a sample. Here we introduce confocal Raman microspectroscopy as a method for investigating and illustrating the spatial heterogeneity of microbial cell populations. By the use of three different test organisms as model systems, we show pronounced cellular heterogeneity even in colonies cultivated under laboratory conditions.


Subject(s)
Bacillus cereus/cytology , Legionella/cytology , Phenotype , Spectrum Analysis, Raman
20.
Analyst ; 134(6): 1162-70, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19475143

ABSTRACT

Herein we describe a strategy for correcting the longitudinal or axial component of chromatic aberration in confocal Raman microspectroscopy. The method is based on measuring a vertical series of confocal Raman sections of samples by a high numerical aperture Raman microscope. Using the known characteristics of the wavelength-dependent focal shift of the optical system, the Raman intensities can be corrected to allow the rearrangement of Raman data from different focal planes. In the present study the computational correction routine was applied to an experimental data set of 4-dimensional (xyz spatial and the spectral dimension) confocal Raman spectra collected from single spores of Bacillus cereus. After correcting the axial component of the chromatic aberration, univariate and multivariate spectral parameters were obtained and used in the following for 3D segmentation and volume rendering on the basis of the structural and compositional information contained in the Raman spectra of the spore. Using univariate Raman intensities from defined functional group frequencies or k-means cluster membership values as a multivariate parameter for volume rendering, we demonstrate a high degree of correlation between confocal Raman microspectroscopy and the spores' morphology. In this paper we will also present cluster mean spectra which will be discussed in light of the presence of proteins and Ca-DPA, a calcium chelate of dipicolinic acid in the spore.


Subject(s)
Artifacts , Spectrum Analysis, Raman/methods , Bacterial Proteins/chemistry , Cluster Analysis , Multivariate Analysis , Picolinic Acids/chemistry , Spores, Bacterial/chemistry
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