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1.
Trends Microbiol ; 31(7): 692-706, 2023 07.
Article in English | MEDLINE | ID: mdl-36863982

ABSTRACT

Phosphorylcholine (ChoP) can be found in all life forms. Although this molecule was first thought to be uncommon in bacteria, it is now appreciated that many bacteria express ChoP on their surface. ChoP is usually attached to a glycan structure, but in some cases, it is added as a post-translational modification to proteins. Recent findings have demonstrated the role of ChoP modification and phase variation (ON/OFF switching) in bacterial pathogenesis. However, the mechanisms of ChoP synthesis are still unclear in some bacteria. Here, we review the literature and examine the recent developments in ChoP-modified proteins and glycolipids and of ChoP biosynthetic pathways. We discuss how the well-studied Lic1 pathway exclusively mediates ChoP attachment to glycans but not to proteins. Finally, we provide a review of the role of ChoP in bacterial pathobiology and the role of ChoP in modulating the immune response.


Subject(s)
Bacteria , Phosphorylcholine , Phosphorylcholine/metabolism , Bacteria/metabolism , Polysaccharides
2.
Microb Pathog ; 92: 60-67, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26718097

ABSTRACT

Non-typeable Haemophilus influenzae (NTHi) is a human restricted commensal and pathogen that elicits inflammation by adhering to and invading airway epithelia cells: transcytosis across these cells can result in systemic infection. NTHi strain R2866 was isolated from the blood of a normal 30-month old infant with meningitis, and is unusual for NTHi in that it is able to cause systemic infection. Strain R2866 is able to replicate in normal human serum due to expression of lgtC which mimics human blood group p(k). R2866 contains a phase-variable DNA methyltransferase, modA10 which switches ON and OFF randomly and reversibly due to polymerase slippage over a long tetrameric repeat tract located in its open reading frame. Random gain or loss of repeats during replication can results in expressed (ON), or not expressed (OFF) states, the latter due to a frameshift or transcriptional termination at a premature stop codon. We sought to determine if the unusual virulence of R2866 was modified by modA10 phase-variation. A modA10 knockout mutant was found to have increased adherence to, and invasion of, human ear and airway monolayers in culture, and increased invasion and transcytosis of polarized human bronchial epithelial cells. Intriguingly, the rate of bacteremia was lower in the infant rat model of infection than a wild-type R2866 strain, but the fatality rate was greater. Transcriptional analysis comparing the modA10 knockout to the R2866 wild-type parent strain showed increased expression of genes in the modA10 knockout whose products mediate cellular adherence. We conclude that loss of ModA10 function in strain R2866 enhances colonization and invasion by increasing expression of genes that allow for increased adherence, which can contribute to the increased virulence of this strain.


Subject(s)
Bacterial Proteins/genetics , Haemophilus Infections/microbiology , Haemophilus influenzae/physiology , Haemophilus influenzae/pathogenicity , Quantitative Trait, Heritable , Animals , Bacterial Adhesion , Bacterial Proteins/metabolism , Cell Line , Disease Models, Animal , Epithelial Cells , Gene Expression Regulation, Bacterial , Gene Knockout Techniques , Haemophilus Infections/mortality , Humans , Rats , Transcytosis/immunology , Virulence
3.
Nat Commun ; 6: 7828, 2015 Jul 28.
Article in English | MEDLINE | ID: mdl-26215614

ABSTRACT

Non-typeable Haemophilus influenzae contains an N(6)-adenine DNA-methyltransferase (ModA) that is subject to phase-variable expression (random ON/OFF switching). Five modA alleles, modA2, modA4, modA5, modA9 and modA10, account for over two-thirds of clinical otitis media isolates surveyed. Here, we use single molecule, real-time (SMRT) methylome analysis to identify the DNA-recognition motifs for all five of these modA alleles. Phase variation of these alleles regulates multiple proteins including vaccine candidates, and key virulence phenotypes such as antibiotic resistance (modA2, modA5, modA10), biofilm formation (modA2) and immunoevasion (modA4). Analyses of a modA2 strain in the chinchilla model of otitis media show a clear selection for ON switching of modA2 in the middle ear. Our results indicate that a biphasic epigenetic switch can control bacterial virulence, immunoevasion and niche adaptation in an animal model system.


Subject(s)
Adaptation, Physiological/genetics , DNA Methylation/genetics , DNA, Bacterial/genetics , Epigenesis, Genetic , Haemophilus influenzae/genetics , Immune Evasion/genetics , Site-Specific DNA-Methyltransferase (Adenine-Specific)/genetics , Alleles , Animals , Base Sequence , Biofilms , Chinchilla , Disease Models, Animal , Ear, Middle , Haemophilus influenzae/immunology , Haemophilus influenzae/pathogenicity , Molecular Sequence Data , Otitis Media/microbiology , Virulence/genetics
4.
PLoS One ; 9(2): e90505, 2014.
Article in English | MEDLINE | ID: mdl-24587383

ABSTRACT

Surface structures in Haemophilus influenzae are subject to rapid ON/OFF switching of expression, a process termed phase variation. We analyse tetranucleotide repeats controlling phase variation in lipo-oligosaccharide (LOS) genes of H. influenzae in paired isolates from both the nasopharynx and middle ears of paediatric patients with chronic or recurrent otitis media. A change in expression of at least one of the seven phase variable LOS biosynthesis genes was seen in 12 of the 21 strain pairs. Several strains showed switching of expression in multiple LOS genes, consistent with a key role for phase variable LOS biosynthetic genes in human infection.


Subject(s)
Bacterial Proteins/metabolism , Ear, Middle/microbiology , Haemophilus Infections/microbiology , Haemophilus influenzae/physiology , Lipopolysaccharides/biosynthesis , Nasopharynx/microbiology , Bacterial Proteins/genetics , Biosynthetic Pathways/genetics , Child , DNA, Bacterial/chemistry , DNA, Bacterial/genetics , Disease Progression , Haemophilus Infections/pathology , Haemophilus influenzae/genetics , Haemophilus influenzae/isolation & purification , Humans , Otitis Media/microbiology , Otitis Media/pathology , Sequence Analysis, DNA
5.
Biochem Biophys Res Commun ; 445(3): 633-8, 2014 Mar 14.
Article in English | MEDLINE | ID: mdl-24565833

ABSTRACT

The HMWABC system of non-typeable Haemophilus influenzae (NTHi) encodes the HMWA adhesin glycoprotein, which is glycosylated by the HMWC glycosyltransferase. HMWC is a cytoplasmic N-glycosyltransferase, homologues of which are widespread in the Pasteurellaceae. We developed an assay for nonbiased detection of glycoproteins in NTHi based on metabolic engineering of the Leloir pathway and growth in media containing radiolabelled monosaccharides. The only glycoprotein identified in NTHi by this assay was HMWA. However, glycoproteomic analyses ex vivo in Escherichia coli showed that HMWC of NTHi was a general glycosyltransferase capable of glycosylating selected asparagines in proteins other than its HMWA substrate, including Asn78 in E. coli 30S ribosomal protein S5. The equivalent residue in S5 homologues in H. influenzae or other sequenced Pasteurellaceae genomes is not asparagine, and these organisms also showed significantly fewer than expected potential sites of glycosylation in general. Expression of active HMWC in E. coli resulted in growth inhibition compared with expression of inactive enzyme, consistent with glycosylation by HMWC detrimentally affecting the function of some E. coli proteins. Together, this supports the presence of a selective pressure in the Pasteurellaceae against glycosylation sites that would be modified by the general N-glycosyltransferase activity of HMWC.


Subject(s)
Adhesins, Bacterial/metabolism , Bacterial Proteins/metabolism , Glucosyltransferases/metabolism , Glycoproteins/metabolism , Haemophilus Infections/microbiology , Haemophilus influenzae/enzymology , Adhesins, Bacterial/analysis , Amino Acid Sequence , Bacterial Proteins/analysis , Bacterial Proteins/genetics , Cloning, Molecular , Escherichia coli/enzymology , Escherichia coli/genetics , Escherichia coli/growth & development , Glucosyltransferases/genetics , Glycoproteins/analysis , Glycosylation , Haemophilus influenzae/chemistry , Haemophilus influenzae/genetics , Haemophilus influenzae/metabolism , Humans , Metabolic Networks and Pathways , Models, Molecular , Molecular Sequence Data , Proteomics
6.
PLoS One ; 8(5): e62768, 2013.
Article in English | MEDLINE | ID: mdl-23658772

ABSTRACT

O-glycosylation of proteins in Neisseria meningitidis is catalyzed by PglL, which belongs to a protein family including WaaL O-antigen ligases. We developed two hidden Markov models that identify 31 novel candidate PglL homologs in diverse bacterial species, and describe several conserved sequence and structural features. Most of these genes are adjacent to possible novel target proteins for glycosylation. We show that in the general glycosylation system of N. meningitidis, efficient glycosylation of additional protein substrates requires local structural similarity to the pilin acceptor site. For some Neisserial PglL substrates identified by sensitive analytical approaches, only a small fraction of the total protein pool is modified in the native organism, whereas others are completely glycosylated. Our results show that bacterial protein O-glycosylation is common, and that substrate selection in the general Neisserial system is dominated by recognition of structural homology.


Subject(s)
Bacterial Proteins/chemistry , Glycoproteins/chemistry , Glycosyltransferases/chemistry , Neisseria meningitidis/chemistry , O Antigens/chemistry , Protein Processing, Post-Translational , Acinetobacter/genetics , Acinetobacter/metabolism , Amino Acid Sequence , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Escherichia coli/genetics , Escherichia coli/metabolism , Glycoproteins/genetics , Glycoproteins/metabolism , Glycosylation , Glycosyltransferases/genetics , Glycosyltransferases/metabolism , Markov Chains , Molecular Sequence Data , Neisseria meningitidis/enzymology , Neisseria meningitidis/genetics , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Substrate Specificity
7.
PLoS One ; 7(3): e32337, 2012.
Article in English | MEDLINE | ID: mdl-22457715

ABSTRACT

Phase variable restriction-modification (R-M) systems have been identified in a range of pathogenic bacteria. In some it has been demonstrated that the random switching of the mod (DNA methyltransferase) gene mediates the coordinated expression of multiple genes and constitutes a phasevarion (phase variable regulon). ModA of Neisseria and Haemophilus influenzae contain a highly variable, DNA recognition domain (DRD) that defines the target sequence that is modified by methylation and is used to define modA alleles. 18 distinct modA alleles have been identified in H. influenzae and the pathogenic Neisseria. To determine the origin of DRD variability, the 18 modA DRDs were used to search the available databases for similar sequences. Significant matches were identified between several modA alleles and mod gene from distinct bacterial species, indicating one source of the DRD variability was via horizontal gene transfer. Comparison of DRD sequences revealed significant mosaicism, indicating exchange between the Neisseria and H. influenzae modA alleles. Regions of high inter- and intra-allele similarity indicate that some modA alleles had undergone recombination more frequently than others, generating further diversity. Furthermore, the DRD from some modA alleles, such as modA12, have been transferred en bloc to replace the DRD from different modA alleles.


Subject(s)
DNA, Bacterial/genetics , Genes, Bacterial , Haemophilus influenzae/genetics , Neisseria/genetics , Alleles , Amino Acid Sequence , Molecular Sequence Data , Phylogeny , Recombination, Genetic , Sequence Homology, Amino Acid , Species Specificity
8.
Nat Rev Microbiol ; 8(3): 196-206, 2010 Mar.
Article in English | MEDLINE | ID: mdl-20140025

ABSTRACT

In several host-adapted pathogens, phase variation has been found to occur in genes that encode methyltransferases associated with type III restriction-modification systems. It was recently shown that in the human pathogens Haemophilus influenzae, Neisseria gonorrhoeae and Neisseria meningitidis phase variation of a type III DNA methyltransferase, encoded by members of the mod gene family, regulates the expression of multiple genes. This novel genetic system has been termed the 'phasevarion' (phase-variable regulon). The wide distribution of phase-variable mod family genes indicates that this may be a common strategy used by host-adapted bacterial pathogens to randomly switch between distinct cell types.


Subject(s)
Bacteria/genetics , DNA Modification Methylases/metabolism , Gene Expression Regulation, Bacterial , Regulon , Bacteria/enzymology , Bacteria/metabolism , Bacteria/pathogenicity , Humans , Virulence
9.
PLoS Pathog ; 5(4): e1000400, 2009 Apr.
Article in English | MEDLINE | ID: mdl-19390608

ABSTRACT

Many host-adapted bacterial pathogens contain DNA methyltransferases (mod genes) that are subject to phase-variable expression (high-frequency reversible ON/OFF switching of gene expression). In Haemophilus influenzae, the random switching of the modA gene controls expression of a phase-variable regulon of genes (a "phasevarion"), via differential methylation of the genome in the modA ON and OFF states. Phase-variable mod genes are also present in Neisseria meningitidis and Neisseria gonorrhoeae, suggesting that phasevarions may occur in these important human pathogens. Phylogenetic studies on phase-variable mod genes associated with type III restriction modification (R-M) systems revealed that these organisms have two distinct mod genes--modA and modB. There are also distinct alleles of modA (abundant: modA11, 12, 13; minor: modA4, 15, 18) and modB (modB1, 2). These alleles differ only in their DNA recognition domain. ModA11 was only found in N. meningitidis and modA13 only in N. gonorrhoeae. The recognition site for the modA13 methyltransferase in N. gonorrhoeae strain FA1090 was identified as 5'-AGAAA-3'. Mutant strains lacking the modA11, 12 or 13 genes were made in N. meningitidis and N. gonorrhoeae and their phenotype analyzed in comparison to a corresponding mod ON wild-type strain. Microarray analysis revealed that in all three modA alleles multiple genes were either upregulated or downregulated, some of which were virulence-associated. For example, in N. meningitidis MC58 (modA11), differentially expressed genes included those encoding the candidate vaccine antigens lactoferrin binding proteins A and B. Functional studies using N. gonorrhoeae FA1090 and the clinical isolate O1G1370 confirmed that modA13 ON and OFF strains have distinct phenotypes in antimicrobial resistance, in a primary human cervical epithelial cell model of infection, and in biofilm formation. This study, in conjunction with our previous work in H. influenzae, indicates that phasevarions may be a common strategy used by host-adapted bacterial pathogens to randomly switch between "differentiated" cell types.


Subject(s)
DNA Modification Methylases/genetics , Gene Expression Regulation, Bacterial , Neisseria/genetics , Neisseria/pathogenicity , Alleles , Binding Sites , Cells, Cultured , Drug Resistance, Bacterial/genetics , Epithelial Cells/microbiology , Gene Expression Profiling , Humans , Neisseria gonorrhoeae , Neisseria meningitidis , Phylogeny
10.
Infect Immun ; 76(2): 588-600, 2008 Feb.
Article in English | MEDLINE | ID: mdl-17984210

ABSTRACT

The genes of the lic1 operon (lic1A to lic1D) are responsible for incorporation of phosphocholine (PCho) into the lipopolysaccharide (LPS) of Haemophilus influenzae. PCho plays a multifaceted role in the commensal and pathogenic lifestyles of a range of mucosal pathogens, including H. influenzae. Structural studies of the LPS of nontypeable H. influenzae (NTHI) have revealed that PCho can be linked to a hexose on any one of the oligosaccharide chain extensions from the conserved inner core triheptosyl backbone. In a collection of NTHI strains we found several strains in which there were two distinct but variant lic1D DNA sequences, genes predicted to encode the transferase responsible for directing the addition of PCho to LPS. The same isolates were also found to express concomitantly two PCho residues at distinct positions in their LPS. In one such NTHI isolate, isolate 1158, structural analysis of LPS from lic1 mutants confirmed that each of the two copies of lic1D directs the addition of PCho to a distinct location on the LPS. One position for PCho addition is a novel heptose, which is part of the oligosaccharide extension from the proximal heptose of the LPS inner core. Modification of the LPS by addition of two PCho residues resulted in increased binding of C-reactive protein and had consequential effects on the resistance of the organism to the killing effects of normal human serum compared to the effects of glycoforms containing one or no PCho. When bound, C-reactive protein leads to complement-mediated killing, indicating the potential biological significance of multiple PCho residues.


Subject(s)
Bacterial Proteins/metabolism , Haemophilus influenzae/genetics , Haemophilus influenzae/metabolism , Lipopolysaccharides/metabolism , Phosphorylcholine/metabolism , Transferases/metabolism , Amino Acid Sequence , Bacterial Adhesion/physiology , Bacterial Proteins/genetics , Blood Bactericidal Activity , C-Reactive Protein/metabolism , Cell Line , Epithelial Cells/microbiology , Haemophilus influenzae/enzymology , Humans , Lipopolysaccharides/chemistry , Microbial Viability , Mutagenesis, Insertional , Mutant Proteins/genetics , Mutant Proteins/metabolism , Protein Binding , Sequence Alignment , Transferases/genetics
11.
Mol Microbiol ; 65(6): 1375-9, 2007 Sep.
Article in English | MEDLINE | ID: mdl-17714447

ABSTRACT

Phase variation, the high-frequency on/off switching of gene expression, is a common feature of host-adapted bacterial pathogens. Restriction-modification (R-M) systems, which are ubiquitous among bacteria, are classically assigned the role of cellular defence against invasion of foreign DNA. These enzymes are not obvious candidates for phase variable expression, a characteristic usually associated with surface-expressed molecules subject to host immune selection. Despite this, numerous type III R-M systems in bacterial pathogens contain repetitive DNA motifs that suggest the potential for phase variation. Several roles have been proposed for phase variable R-M systems based on DNA restriction function. However, there is now evidence in several important human pathogens, including Haemophilus influenzae, Neisseria meningitidis and Neisseria gonorrhoeae, that these systems are 'phasevarions' (phase variable regulons) controlling expression of multiple genes via a novel epigenetic mechanism.


Subject(s)
Adaptation, Physiological , Bacteria/enzymology , DNA Restriction-Modification Enzymes/metabolism , Animals , Bacteria/genetics , DNA, Bacterial/metabolism , Gene Expression Regulation, Bacterial , Host-Parasite Interactions , Humans
12.
Nucleic Acids Res ; 35(15): 5242-52, 2007.
Article in English | MEDLINE | ID: mdl-17675301

ABSTRACT

Phase variably expressed (randomly switching) methyltransferases associated with type III restriction-modification (R-M) systems have been identified in a variety of pathogenic bacteria. We have previously shown that a phase variable methyltransferase (Mod) associated with a type III R-M system in Haemophilus influenzae strain Rd coordinates the random switching of expression of multiple genes, and constitutes a phase variable regulon--'phasevarion'. We have now identified the recognition site for the Mod methyltransferase in H. influenzae strain Rd as 5'-CGAAT-3'. This is the same recognition site as the previously described HinfIII system. A survey of 59 H. influenzae strains indicated significant sequence heterogeneity in the central, variable region of the mod gene associated with target site recognition. Intra- and inter-strain transformation experiments using Mod methylated or non-methylated plasmids, and a methylation site assay demonstrated that the sequence heterogeneity seen in the region encoding target site specificity does correlate to distinct target sites. Mutations were identified within the res gene in several strains surveyed indicating that Res is not functional. These data suggest that evolution of this type III R-M system into an epigenetic mechanism for controlling gene expression has, in some strains, resulted in loss of the DNA restriction function.


Subject(s)
Bacterial Proteins/metabolism , DNA Modification Methylases/metabolism , Epigenesis, Genetic , Gene Expression Regulation, Bacterial , Haemophilus influenzae/enzymology , Haemophilus influenzae/genetics , Bacterial Proteins/genetics , Base Sequence , DNA Methylation , DNA Modification Methylases/genetics , DNA, Bacterial/chemistry , Deoxyribonucleases, Type III Site-Specific/genetics , Evolution, Molecular , Genetic Variation , Mutation , Plasmids/metabolism , Regulon
13.
J Biol Chem ; 281(52): 40024-32, 2006 Dec 29.
Article in English | MEDLINE | ID: mdl-17071616

ABSTRACT

The lipopolysaccharide (LPS) of non-typeable Haemophilus influenzae (NTHi) can be substituted at various positions by N-acetylneuraminic acid (Neu5Ac). LPS sialylation plays an important role in pathogenesis. The only LPS sialyltransferase characterized biochemically to date in H. influenzae is Lic3A, an alpha-2,3-sialyltransferase responsible for the addition of Neu5Ac to a lactose acceptor (Hood, D. W., Cox, A. D., Gilbert, M., Makepeace, K., Walsh, S., Deadman, M. E., Cody, A., Martin, A., Månsson, M., Schweda, E. K., Brisson, J. R., Richards, J. C., Moxon, E. R., and Wakarchuk, W. W. (2001) Mol. Microbiol. 39, 341-350). Here we describe a second sialyltransferase, Lic3B, that is a close homologue of Lic3A and present in 60% of NTHi isolates tested. A recombinant form of Lic3B was expressed in Escherichia coli and purified by affinity chromatography. We used synthetic fluorescent acceptors with a terminal lactose or sialyllactose to show that Lic3B has both alpha-2,3- and alpha-2,8-sialyltransferase activities. Structural analysis of LPS from lic3B mutant strains of NTHi confirmed that only monosialylated species were detectable, whereas disialylated species were detected upon inactivation of lic3A. Furthermore, introduction of lic3B into a lic3B-deficient strain background resulted in a significant increase in sialylation in the recipient strain. Mass spectrometric analysis of LPS indicated that glycoforms containing two Neu5Ac residues were evident that were not present in the LPS of the parent strain. These findings characterize the activity of a second sialyltransferase in H. influenzae, responsible for the addition of di-sialic acid to the LPS. Modification of the LPS by di-sialylation conferred increased resistance of the organism to the killing effects of normal human serum, as compared with mono-sialylated or non-sialylated species, indicating that this modification has biological significance.


Subject(s)
Haemophilus influenzae/enzymology , Lipopolysaccharides/chemistry , Multienzyme Complexes/chemistry , Multienzyme Complexes/metabolism , Sialic Acids/metabolism , Sialyltransferases/chemistry , Sialyltransferases/metabolism , Carbohydrate Sequence , Genetic Markers , Haemophilus influenzae/genetics , Haemophilus influenzae/pathogenicity , Humans , Lipopolysaccharides/blood , Molecular Sequence Data , Multienzyme Complexes/physiology , Repetitive Sequences, Nucleic Acid , Serum Bactericidal Test , Sialic Acids/chemistry , Sialyltransferases/genetics , Sialyltransferases/physiology , beta-D-Galactoside alpha 2-6-Sialyltransferase , beta-Galactoside alpha-2,3-Sialyltransferase
14.
Mol Microbiol ; 58(1): 207-16, 2005 Oct.
Article in English | MEDLINE | ID: mdl-16164559

ABSTRACT

Many of the genes for lipopolysaccharide (LPS) biosynthesis in Haemophilus influenzae are phase variable. The mechanism of this variable expression involves slippage of tetranucleotide repeats located within the reading frame of these genes. Based on this, we hypothesized that tetranucleotide repeat sequences might be used to identify as yet unrecognized LPS biosynthetic genes. Synthetic oligonucleotides (20 bases), representing all previously reported LPS-related tetranucleotide repeat sequences in H. influenzae, were used to probe a collection of 25 genetically and epidemiologically diverse strains of non-typeable H. influenzae. A novel gene identified through this strategy was a homologue of oafA, a putative O-antigen LPS acetylase of Salmonella typhimurium, that was present in all 25 non-typeable H. influenzae, 19 of which contained multiple copies of the tetranucleotide 5'-GCAA. Using lacZ fusions, we showed that these tetranucleotide repeats could mediate phase variation of this gene. Structural analysis of LPS showed that a major site of acetylation was the distal heptose (HepIII) of the LPS inner-core. An oafA deletion mutant showed absence of O-acetylation of HepIII. When compared with wild type, oafA mutants displayed increased susceptibility to complement-mediated killing by human serum, evidence that O-acetylation of LPS facilitates resistance to host immune clearance mechanisms. These results provide genetic and structural evidence that H. influenzae oafA is required for phase variable O-acetylation of LPS and functional evidence to support the role of O-acetylation of LPS in pathogenesis.


Subject(s)
Acetyltransferases/genetics , Genes, Bacterial , Haemophilus influenzae/genetics , Lipopolysaccharides/biosynthesis , Microsatellite Repeats , Bacterial Proteins/genetics , Blood Bactericidal Activity , Carbohydrate Sequence , Gene Deletion , Gene Expression , Gene Fusion , Genes, Reporter , Heptoses/metabolism , Humans , Lipopolysaccharides/chemistry , Molecular Sequence Data , Nucleic Acid Hybridization , Oligonucleotide Probes , Recombinant Fusion Proteins , Spectrometry, Mass, Electrospray Ionization , beta-Galactosidase/analysis
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