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Kadam A, Janto B, Eutsey R, Earl JP, Powell E, Dahlgren ME, Hu FZ, Ehrlich GD, Hiller NL. Streptococcus pneumoniae Supragenome Hybridization Arrays for Profiling of Genetic Content and Gene Expression. ACTA ACUST UNITED AC 2015; 36:9D.4.1-9D.4.20. [PMID: 25641101 DOI: 10.1002/9780471729259.mc09d04s36] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
There is extensive genomic diversity among Streptococcus pneumoniae isolates. Approximately half of the comprehensive set of genes in the species (the supragenome or pangenome) is present in all the isolates (core set), and the remaining is unevenly distributed among strains (distributed set). The Streptococcus pneumoniae Supragenome Hybridization (SpSGH) array provides coverage for an extensive set of genes and polymorphisms encountered within this species, capturing this genomic diversity. Further, the capture is quantitative. In this manner, the SpSGH array allows for both genomic and transcriptomic analyses of diverse S. pneumoniae isolates on a single platform. In this unit, we present the SpSGH array, and describe in detail its design and implementation for both genomic and transcriptomic analyses. The methodology can be applied to construction and modification of SpSGH array platforms, as well to other bacterial species as long as multiple whole-genome sequences are available that collectively capture the vast majority of the species supragenome.
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Affiliation(s)
- Anagha Kadam
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania
| | - Benjamin Janto
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Rory Eutsey
- Center of Excellence in Biofilm Research, Allegheny Health Network, Pittsburgh, Pennsylvania
| | - Joshua P Earl
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Evan Powell
- Center of Excellence in Biofilm Research, Allegheny Health Network, Pittsburgh, Pennsylvania
| | - Margaret E Dahlgren
- Center of Excellence in Biofilm Research, Allegheny Health Network, Pittsburgh, Pennsylvania
| | - Fen Z Hu
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Garth D Ehrlich
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - N Luisa Hiller
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania.,Center of Excellence in Biofilm Research, Allegheny Health Network, Pittsburgh, Pennsylvania
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Harro JM, Peters BM, O'May GA, Archer N, Kerns P, Prabhakara R, Shirtliff ME. Vaccine development in Staphylococcus aureus: taking the biofilm phenotype into consideration. ACTA ACUST UNITED AC 2010; 59:306-23. [PMID: 20602638 PMCID: PMC2936112 DOI: 10.1111/j.1574-695x.2010.00708.x] [Citation(s) in RCA: 76] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Vaccine development against pathogenic bacteria is an imperative initiative as bacteria are gaining resistance to current antimicrobial therapies and few novel antibiotics are being developed. Candidate antigens for vaccine development can be identified by a multitude of high-throughput technologies that were accelerated by access to complete genomes. While considerable success has been achieved in vaccine development against bacterial pathogens, many species with multiple virulence factors and modes of infection have provided reasonable challenges in identifying protective antigens. In particular, vaccine candidates should be evaluated in the context of the complex disease properties, whether planktonic (e.g. sepsis and pneumonia) and/or biofilm associated (e.g. indwelling medical device infections). Because of the phenotypic differences between these modes of growth, those vaccine candidates chosen only for their efficacy in one disease state may fail against other infections. This review will summarize the history and types of bacterial vaccines and adjuvants as well as present an overview of modern antigen discovery and complications brought about by polymicrobial infections. Finally, we will also use one of the better studied microbial species that uses differential, multifactorial protein profiles to mediate an array of diseases, Staphylococcus aureus, to outline some of the more recently identified problematic issues in vaccine development in this biofilm-forming species.
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Affiliation(s)
- Janette M Harro
- Department of Microbial Pathogenesis, Dental School, University of Maryland, Baltimore, MD, USA
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Foreman A, Singhal D, Psaltis AJ, Wormald PJ. Targeted imaging modality selection for bacterial biofilms in chronic rhinosinusitis. Laryngoscope 2010; 120:427-31. [PMID: 19950368 DOI: 10.1002/lary.20705] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVES/HYPOTHESIS Biofilms are increasingly recognized as having an etiological role in chronic rhinosinusitis (CRS). Research into biofilms in CRS currently relies on microscopic imaging techniques, none of which are universally accepted. This study compares LIVE/DEAD BacLight (Invitrogen Corp., Carlsbad, CA) staining and fluorescence in situ hybridization (FISH), both utilizing the confocal scanning laser microscope (CSLM) for biofilm determination and characterization in CRS patients. STUDY DESIGN Prospective study. METHODS Twenty CRS patients undergoing endoscopic sinus surgery were recruited for the study. Sinus mucosal tissue harvested at the time of surgery underwent both the BacLight/CSLM and FISH/CSLM protocols for biofilm determination and characterization. RESULTS Combining the results of both protocols, 18/20 (90%) patients had bacterial biofilms demonstrable on at least one modality. The high biofilm detection rate combining the two techniques suggests the prevalence of biofilms in CRS may be greater than previously reported. The protocols had equivalent results in 15/20 patients. Using the differences observed in the remaining five patients, we can highlight the most appropriate use for each technique. CONCLUSIONS BacLight/CSLM and FISH/CSLM are complementary techniques for biofilm determination and characterization. Both protocols are suited to different research areas and the selection of technique used should be based on the specific objectives of the research protocol. In this way we can utilize the advantages of each technique to facilitate effective research.
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Affiliation(s)
- Andrew Foreman
- Department of Surgery-Otorhinolaryngology, Head and Neck Surgery, University of Adelaide and Flinders University, Adelaide, Australia
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Otitis Media: A Review, with a Focus on Alternative Treatments. Probiotics Antimicrob Proteins 2009; 1:45-59. [PMID: 26783131 DOI: 10.1007/s12602-009-9008-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2008] [Accepted: 02/12/2009] [Indexed: 10/21/2022]
Abstract
Otitis media (OM) is the accumulation of fluids in the middle ear, with or without symptoms of inflammation. The infection is caused by dysfunction or obstruction of the eustachian tube and is most commonly diagnosed in children under the age of two. The microbiology of OM differs, with Streptococcus pneumoniae, non-typeable Haemophilus influenzae and Moraxella catarrhalis the most commonly isolated pathogens. The emergence of penicillin-resistant Strep. pneumoniae, β-lactamase-producing strains, Haem. influenzae and Mor. catarrhalis is a major concern and health care costs associated with treatment are substantial, especially in cases of unresponsive treatment as a result of incorrect diagnosis. Alternative treatments such as vaccines and a nasal spray containing α-haemolytic streptococci with antimicrobial activity against OM pathogens, have been developed. The rationale behind such treatments is to induce an appropriate immune response against the pathogens and decrease bacterial colonisation in the nasopharynx. Another approach may be treatment with bacteriocins (natural antimicrobial peptides) or bacteriocin-like inhibitory substances (BLIS) produced by lactic acid bacteria. We have recently described an antibacterial peptide produced by Enterococcus mundtii ST4SA and have published on bacteriocins (enterocins) with antibacterial and antiviral activity. This review discusses the condition OM, summarises current methods used to treat the infection, and suggests alternative safe and natural treatments that need to be explored.
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Nanoscale structural and mechanical properties of nontypeable Haemophilus influenzae biofilms. J Bacteriol 2009; 191:2512-20. [PMID: 19218382 DOI: 10.1128/jb.01596-08] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Nontypeable Haemophilus influenzae (NTHI) bacteria are commensals in the human nasopharynx, as well as pathogens associated with a spectrum of acute and chronic infections. Two important factors that influence NTHI pathogenicity are their ability to adhere to human tissue and their ability to form biofilms. Extracellular polymeric substances (EPS) and bacterial appendages such as pili critically influence cell adhesion and intercellular cohesion during biofilm formation. Structural components in the outer cell membrane, such as lipopolysaccharides, also play a fundamental role in infection of the host organism. In spite of their importance, these pathogenic factors are not yet well characterized at the nanoscale. Here, atomic force microscopy (AFM) was used in aqueous environments to visualize structural details, including probable Hif-type pili, of live NTHI bacteria at the early stages of biofilm formation. Using single-molecule AFM-based spectroscopy, the molecular elasticities of lipooligosaccharides present on NTHI cell surfaces were analyzed and compared between two strains (PittEE and PittGG) with very different pathogenicity profiles. Furthermore, the stiffness of single cells of both strains was measured and subsequently their turgor pressure was estimated.
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Erdos G, Sayeed S, Hu FZ, Antalis PT, Shen K, Hayes JD, Ahmed AI, Johnson SL, Post JC, Ehrlich GD. Construction and characterization of a highly redundant Pseudomonas aeruginosa genomic library prepared from 12 clinical isolates: application to studies of gene distribution among populations. Int J Pediatr Otorhinolaryngol 2006; 70:1891-900. [PMID: 16899304 PMCID: PMC1635782 DOI: 10.1016/j.ijporl.2006.06.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2005] [Revised: 06/21/2006] [Accepted: 06/27/2006] [Indexed: 01/12/2023]
Abstract
OBJECTIVE To create, array, and characterize a pooled, high-coverage, genomic library composed of multiple biofilm-forming clinical strains of the opportunistic pathogen, Pseudomonas aeruginosa (PA). Twelve strains were obtained from patients with otorrhea, otitis media, and cystic fibrosis as a resource for investigating: difference in the transcriptomes of planktonic and biofilm envirovars; the size of the PA supragenome and determining the number of virulence genes available at the population level; and the distributed genome hypothesis. METHODS High molecular weight genomic DNAs from 12 clinical PA strains were individually hydrodynamically sheared to produce mean fragment sizes of approximately 1.5 kb. Equimolar amounts of the 12 sheared genomic DNAs were then pooled and used in the construction of a genomic library with approximately 250,000 clones that was arrayed and subjected to quality control analyses. RESULTS Restriction endonuclease and sequence analyses of 686 clones picked at random from the library demonstrated that >75% of the clones contained inserts larger than 0.5 kb with the desired mean insert size of 1.4 kb. Thus, this library provides better than 4.5x coverage for each of the genomes from the 12 components clinical PA isolates. Our sequencing effort ( approximately 1 million nucleotides to date) reveals that 13% of the clones present in this library are not represented in the genome of the reference P. aeruginosa strain PA01. CONCLUSIONS Our data suggests that reliance on a single laboratory strain, such as PA01, as being representative of a pathogenic bacterial species will fail to identify many important genes, and that to obtain a complete picture of complex phenomena, including bacterial pathogenesis and the genetics of biofilm development will require characterization of the P. aeruginosa population-based supra-genome.
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Affiliation(s)
- Geza Erdos
- Center for Genomic Sciences, Allegheny-Singer Research Institute, 320 E. North Ave., Pittsburgh, PA 15212
- Department of Microbiology and Immunology, Drexel University College of Medicine, Allegheny Campus, 320 E. North Ave., Pittsburgh, PA 15212 and
| | - Sameera Sayeed
- Center for Genomic Sciences, Allegheny-Singer Research Institute, 320 E. North Ave., Pittsburgh, PA 15212
| | - Fen Ze Hu
- Center for Genomic Sciences, Allegheny-Singer Research Institute, 320 E. North Ave., Pittsburgh, PA 15212
- Department of Microbiology and Immunology, Drexel University College of Medicine, Allegheny Campus, 320 E. North Ave., Pittsburgh, PA 15212 and
| | - Patricia T. Antalis
- Center for Genomic Sciences, Allegheny-Singer Research Institute, 320 E. North Ave., Pittsburgh, PA 15212
| | - Kai Shen
- Center for Genomic Sciences, Allegheny-Singer Research Institute, 320 E. North Ave., Pittsburgh, PA 15212
| | - Jay D. Hayes
- Center for Genomic Sciences, Allegheny-Singer Research Institute, 320 E. North Ave., Pittsburgh, PA 15212
| | - Azad I. Ahmed
- Center for Genomic Sciences, Allegheny-Singer Research Institute, 320 E. North Ave., Pittsburgh, PA 15212
| | - Sandra L. Johnson
- Center for Genomic Sciences, Allegheny-Singer Research Institute, 320 E. North Ave., Pittsburgh, PA 15212
| | - J. Christopher Post
- Center for Genomic Sciences, Allegheny-Singer Research Institute, 320 E. North Ave., Pittsburgh, PA 15212
- Department of Otolaryngology, Drexel University College of Medicine, Allegheny Campus, 320 E. North Ave., Pittsburgh, PA 15212
| | - Garth D. Ehrlich
- Center for Genomic Sciences, Allegheny-Singer Research Institute, 320 E. North Ave., Pittsburgh, PA 15212
- Department of Microbiology and Immunology, Drexel University College of Medicine, Allegheny Campus, 320 E. North Ave., Pittsburgh, PA 15212 and
- Address for Correspondence: Garth Ehrlich (), Center for Genomic Sciences, Allegheny-Singer Research Institute, 320 E. North Ave., Pittsburgh, PA 15212, Phone: 412-359-4228, Fax: 412-359-6995
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Shen K, Sayeed S, Antalis P, Gladitz J, Ahmed A, Dice B, Janto B, Dopico R, Keefe R, Hayes J, Johnson S, Yu S, Ehrlich N, Jocz J, Kropp L, Wong R, Wadowsky RM, Slifkin M, Preston RA, Erdos G, Post JC, Ehrlich GD, Hu FZ. Extensive genomic plasticity in Pseudomonas aeruginosa revealed by identification and distribution studies of novel genes among clinical isolates. Infect Immun 2006; 74:5272-83. [PMID: 16926421 PMCID: PMC1594838 DOI: 10.1128/iai.00546-06] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The distributed genome hypothesis (DGH) states that each strain within a bacterial species receives a unique distribution of genes from a population-based supragenome that is many times larger than the genome of any given strain. The observations that natural infecting populations are often polyclonal and that most chronic bacterial pathogens have highly developed mechanisms for horizontal gene transfer suggested the DGH and provided the means and the mechanisms to explain how chronic infections persist in the face of a mammalian host's adaptive defense mechanisms. Having previously established the validity of the DGH for obligate pathogens, we wished to evaluate its applicability to an opportunistic bacterial pathogen. This was accomplished by construction and analysis of a highly redundant pooled genomic library containing approximately 216,000 functional clones that was constructed from 12 low-passage clinical isolates of Pseudomonas aeruginosa, 6 otorrheic isolates and 6 from other body sites. Sequence analysis of 3,214 randomly picked clones (mean insert size, approximately 1.4 kb) from this library demonstrated that 348 (10.8%) of the clones were unique with respect to all genomic sequences of the P. aeruginosa prototype strain, PAO1. Hypothetical translations of the open reading frames within these unique sequences demonstrated protein homologies to a number of bacterial virulence factors and other proteins not previously identified in P. aeruginosa. PCR and reverse transcription-PCR-based assays were performed to analyze the distribution and expression patterns of a 70-open reading frame subset of these sequences among 11 of the clinical strains. These sequences were unevenly distributed among the clinical isolates, with nearly half (34/70) of the novel sequences being present in only one or two of the individual strains. Expression profiling revealed that a vast majority of these sequences are expressed, strongly suggesting they encode functional proteins.
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Affiliation(s)
- Kai Shen
- Center for Genomic Sciences, Allegheny-Singer Research Institute, Allegheny General Hospital, 320 East North Ave., 11th Floor South Tower, Pittsburgh, PA 15212, USA
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Slinger R, Chan F, Ferris W, Yeung SW, St Denis M, Gaboury I, Aaron SD. Multiple combination antibiotic susceptibility testing of nontypeable Haemophilus influenzae biofilms. Diagn Microbiol Infect Dis 2006; 56:247-53. [PMID: 16769194 DOI: 10.1016/j.diagmicrobio.2006.04.012] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2006] [Revised: 04/18/2006] [Accepted: 04/27/2006] [Indexed: 11/21/2022]
Abstract
Haemophilus influenzae is a cause of otitis media with effusion (OME). Animal models demonstrate growth of H. influenzae biofilms in OME, which may explain why OME does not respond well to conventional antibiotic therapy. Using a previously developed in vitro model, we performed H. influenzae susceptibility studies to see if H. influenzae biofilm cultures were more resistant to antibiotics than planktonic (broth) cultures, and to determine which antibiotics were most effective against H. influenzae biofilms. H. influenzae isolates were grown as biofilms on polystyrene pins. Biofilm and planktonic minimum inhibitory concentrations (MICs) were measured for 8 antibiotics, and multiple combination testing was performed with 66 groupings of 1, 2, or 3 antibiotics. We found that biofilm cultures were more resistant to antibiotics than planktonic ones. Antibiotic combinations containing rifampin and ciprofloxacin were most effective against biofilms. Biofilm testing reveals differences in effectiveness among antibiotics not apparent from conventional susceptibility testing, and suggests novel antibiotic regimens that could be studied for treatment of OME.
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Affiliation(s)
- Robert Slinger
- Department of Pediatrics, Ottawa, Ontario, Canada K1H 8L1.
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Shen K, Gladitz J, Antalis P, Dice B, Janto B, Keefe R, Hayes J, Ahmed A, Dopico R, Ehrlich N, Jocz J, Kropp L, Yu S, Nistico L, Greenberg DP, Barbadora K, Preston RA, Post JC, Ehrlich GD, Hu FZ. Characterization, distribution, and expression of novel genes among eight clinical isolates of Streptococcus pneumoniae. Infect Immun 2006; 74:321-30. [PMID: 16368987 PMCID: PMC1346598 DOI: 10.1128/iai.74.1.321-330.2006] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Eight low-passage-number Streptococcus pneumoniae clinical isolates, each of a different serotype and a different multilocus sequence type, were obtained from pediatric participants in a pneumococcal vaccine trial. Comparative genomic analyses were performed with these strains and two S. pneumoniae reference strains. Individual genomic libraries were constructed for each of the eight clinical isolates, with an average insert size of approximately 1 kb. A total of 73,728 clones were picked for arraying, providing more than four times genomic coverage per strain. A subset of 4,793 clones were sequenced, for which homology searches revealed that 750 (15.6%) of the sequences were unique with respect to the TIGR4 reference genome and 263 (5.5%) clones were unrelated to any available streptococcal sequence. Hypothetical translations of the open reading frames identified within these novel sequences showed homologies to a variety of proteins, including bacterial virulence factors not previously identified in S. pneumoniae. The distribution and expression patterns of 58 of these novel sequences among the eight clinical isolates were analyzed by PCR- and reverse transcriptase PCR-based analyses, respectively. These unique sequences were nonuniformly distributed among the eight isolates, and transcription of these genes in planktonic cultures was detected in 81% (172/212) of their genic occurrences. All 58 novel sequences were transcribed in one or more of the clinical strains, suggesting that they all correspond to functional genes. Sixty-five percent (38/58) of these sequences were found in 50% or less of the clinical strains, indicating a significant degree of genomic plasticity among natural isolates.
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Affiliation(s)
- Kai Shen
- Center for Genomic Sciences, Allegheny-Singer Research Institute, Allegheny General Hospital, 320 East North Avenue, 11th Floor South Tower, Pittsburgh, PA 15212, USA
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Harrison A, Dyer DW, Gillaspy A, Ray WC, Mungur R, Carson MB, Zhong H, Gipson J, Gipson M, Johnson LS, Lewis L, Bakaletz LO, Munson RS. Genomic sequence of an otitis media isolate of nontypeable Haemophilus influenzae: comparative study with H. influenzae serotype d, strain KW20. J Bacteriol 2005; 187:4627-36. [PMID: 15968074 PMCID: PMC1151754 DOI: 10.1128/jb.187.13.4627-4636.2005] [Citation(s) in RCA: 169] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
In 1995, the Institute for Genomic Research completed the genome sequence of a rough derivative of Haemophilus influenzae serotype d, strain KW20. Although extremely useful in understanding the basic biology of H. influenzae, these data have not provided significant insight into disease caused by nontypeable H. influenzae, as serotype d strains are not pathogens. In contrast, strains of nontypeable H. influenzae are the primary pathogens of chronic and recurrent otitis media in children. In addition, these organisms have an important role in acute otitis media in children as well as other respiratory diseases. Such strains must therefore contain a gene repertoire that differs from that of strain Rd. Elucidation of the differences between these genomes will thus provide insight into the pathogenic mechanisms of nontypeable H. influenzae. The genome of a representative nontypeable H. influenzae strain, 86-028NP, isolated from a patient with chronic otitis media was therefore sequenced and annotated. Despite large regions of synteny with the strain Rd genome, there are large rearrangements in strain 86-028NP's genome architecture relative to the strain Rd genome. A genomic island similar to an island originally identified in H. influenzae type b is present in the strain 86-028NP genome, while the mu-like phage present in the strain Rd genome is absent from the strain 86-028NP genome. Two hundred eighty open reading frames were identified in the strain 86-028NP genome that were absent from the strain Rd genome. These data provide new insight that complements and extends the ongoing analysis of nontypeable H. influenzae virulence determinants.
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Affiliation(s)
- Alistair Harrison
- Center for Microbial Pathogenesis, Columbus Children's Research Institute, Ohio State University College of Medicine and Public Health, Columbus, Ohio 43205, USA
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Gladitz J, Shen K, Antalis P, Hu FZ, Post JC, Ehrlich GD. Codon usage comparison of novel genes in clinical isolates of Haemophilus influenzae. Nucleic Acids Res 2005; 33:3644-58. [PMID: 15983137 PMCID: PMC1160521 DOI: 10.1093/nar/gki670] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
A similarity statistic for codon usage was developed and used to compare novel gene sequences found in clinical isolates of Haemophilus influenzae with a reference set of 80 prokaryotic, eukaryotic and viral genomes. These analyses were performed to obtain an indication as to whether individual genes were Haemophilus-like in nature, or if they probably had more recently entered the H.influenzae gene pool via horizontal gene transfer from other species. The average and SD values were calculated for the similarity statistics from a study of the set of all genes in the H.influenzae Rd reference genome that encoded proteins of 100 amino acids or longer. Approximately 80% of Rd genes gave a statistic indicating that they were most like other Rd genes. Genes displaying codon usage statistics >1 SD above this range were either considered part of the highly expressed group of H.influenzae genes, or were considered of foreign origin. An alternative determinant for identifying genes of foreign origin was when the similarity statistics produced a value that was much closer to a non-H.influenzae reference organism than to any of the Haemophilus species contained in the reference set. Approximately 65% of the novel sequences identified in the H.influenzae clinical isolates displayed codon usages most similar to Haemophilus sp. The remaining novel sequences produced similarity statistics closer to one of the other reference genomes thereby suggesting that these sequences may have entered the H.influenzae gene pool more recently via horizontal transfer.
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Affiliation(s)
| | | | | | | | | | - Garth D. Ehrlich
- To whom correspondence should be addressed. Tel: +1 412 359 4228; Fax: +1 412 359 6995;
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12
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Shen K, Antalis P, Gladitz J, Sayeed S, Ahmed A, Yu S, Hayes J, Johnson S, Dice B, Dopico R, Keefe R, Janto B, Chong W, Goodwin J, Wadowsky RM, Erdos G, Post JC, Ehrlich GD, Hu FZ. Identification, distribution, and expression of novel genes in 10 clinical isolates of nontypeable Haemophilus influenzae. Infect Immun 2005; 73:3479-91. [PMID: 15908377 PMCID: PMC1111819 DOI: 10.1128/iai.73.6.3479-3491.2005] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We hypothesize that Haemophilus influenzae, as a species, possesses a much greater number of genes than that found in any single H. influenzae genome. This supragenome is distributed throughout naturally occurring infectious populations, and new strains arise through autocompetence and autotransformation systems. The effect is that H. influenzae populations can readily adapt to environmental stressors. The supragenome hypothesis predicts that significant differences exist between and among the genomes of individual infectious strains of nontypeable H. influenzae (NTHi). To test this prediction, we obtained 10 low-passage NTHi clinical isolates from the middle ear effusions of patients with chronic otitis media. DNA sequencing was performed with 771 clones chosen at random from a pooled genomic library. Homology searching demonstrated that approximately 10% of these clones were novel compared to the H. influenzae Rd KW20 genome, and most of them did not match any DNA sequence in GenBank. Amino acid homology searches using hypothetical translations of the open reading frames revealed homologies to a variety of proteins, including bacterial virulence factors not previously identified in the NTHi isolates. The distribution and expression of 53 of these genes among the 10 strains were determined by PCR- and reverse transcription PCR-based analyses. These unique genes were nonuniformly distributed among the 10 isolates, and transcription of these genes in planktonic cultures was detected in 50% (177 of 352) of the occurrences. All of the novel sequences were transcribed in one or more of the NTHi isolates. Seventeen percent (9 of 53) of the novel genes were identified in all 10 NTHi strains, with each of the remaining 44 being present in only a subset of the strains. These genic distribution analyses were more effective as a strain discrimination tool than either multilocus sequence typing or 23S ribosomal gene typing methods.
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Affiliation(s)
- Kai Shen
- Center for Genomic Sciences, Allegheny-Singer Research Institute, Allegheny General Hospital, 320 East North Ave., 11th Floor South Tower, Pittsburgh, PA 15212, USA
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Fux CA, Shirtliff M, Stoodley P, Costerton JW. Can laboratory reference strains mirror ‘real-world’ pathogenesis? Trends Microbiol 2005; 13:58-63. [PMID: 15680764 DOI: 10.1016/j.tim.2004.11.001] [Citation(s) in RCA: 156] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
The extraordinary plasticity of bacterial genomes raises concerns about the adequacy of laboratory-adapted reference strains for the study of "real-world" pathogenesis. Some laboratory strains have been sub-cultured for decades since their first isolation and might have lost important pathophysiological characteristics. Evidence is presented that bacteria rapidly adapt to in vitro conditions. Genomic differences between laboratory reference strains and corresponding low-passage clinical isolates are reviewed. It appears that no bacterial strain can truly represent its species. For DNA microarray and proteomic studies, this limitation might be overcome by the summation of individual genomes to produce a species-specific virtual supragenome.
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Affiliation(s)
- C A Fux
- Center for Biofilm Engineering, Montana State University, 366 EPS Building - P.O. Box 173980, Bozeman, MT 59717, USA.
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