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Li X, Harwood VJ, Nayak B, Staley C, Sadowsky MJ, Weidhaas J. A novel microbial source tracking microarray for pathogen detection and fecal source identification in environmental systems. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2015; 49:7319-7329. [PMID: 25970344 DOI: 10.1021/acs.est.5b00980] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Pathogen detection and the identification of fecal contamination sources are challenging in environmental waters. Factors including pathogen diversity and ubiquity of fecal indicator bacteria hamper risk assessment and remediation of contamination sources. A custom microarray targeting pathogens (viruses, bacteria, protozoa), microbial source tracking (MST) markers, and antibiotic resistance genes was tested against DNA obtained from whole genome amplification (WGA) of RNA and DNA from sewage and animal (avian, cattle, poultry, and swine) feces. Perfect and mismatch probes established the specificity of the microarray in sewage, and fluorescence decrease of positive probes over a 1:10 dilution series demonstrated semiquantitative measurement. Pathogens, including norovirus, Campylobacter fetus, Helicobacter pylori, Salmonella enterica, and Giardia lamblia were detected in sewage, as well as MST markers and resistance genes to aminoglycosides, beta-lactams, and tetracycline. Sensitivity (percentage true positives) of MST results in sewage and animal waste samples (21-33%) was lower than specificity (83-90%, percentage of true negatives). Next generation DNA sequencing revealed two dominant bacterial families that were common to all sample types: Ruminococcaceae and Lachnospiraceae. Five dominant phyla and 15 dominant families comprised 97% and 74%, respectively, of sequences from all fecal sources. Phyla and families not represented on the microarray are possible candidates for inclusion in subsequent array designs.
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Affiliation(s)
- Xiang Li
- †Department of Civil and Environmental Engineering, West Virginia University, P.O. Box 6103, Morgantown, West Virginia 26506, United States
| | - Valerie J Harwood
- ‡Department of Integrative Biology, University of South Florida, Tampa, Florida 33620, United States
| | - Bina Nayak
- ‡Department of Integrative Biology, University of South Florida, Tampa, Florida 33620, United States
| | - Christopher Staley
- §BioTechnology Institute, University of Minnesota, St. Paul, Minnesota 55108, United States
| | - Michael J Sadowsky
- ∥Department of Soil, Water, and Climate, BioTechnology Institute, University of Minnesota, St. Paul, Minnesota 55108, United States
| | - Jennifer Weidhaas
- †Department of Civil and Environmental Engineering, West Virginia University, P.O. Box 6103, Morgantown, West Virginia 26506, United States
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Brinkman NE, Francisco R, Nichols TL, Robinson D, Schaefer FW, Schaudies RP, Villegas EN. Detection of multiple waterborne pathogens using microsequencing arrays. J Appl Microbiol 2012; 114:564-73. [PMID: 23167710 DOI: 10.1111/jam.12073] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2012] [Revised: 10/10/2012] [Accepted: 10/31/2012] [Indexed: 11/25/2022]
Abstract
AIMS A microarray was developed to simultaneously detect Cryptosporidium parvum, Cryptosporidium hominis, Enterococcus faecium, Bacillus anthracis and Francisella tularensis in water. METHODS AND RESULTS A DNA microarray was designed to contain probes that specifically detected C. parvum, C. hominis, Ent. faecium, B. anthracis and F. tularensis. The microarray was then evaluated with samples containing target and nontarget DNA from near-neighbour micro-organisms, and tap water spiked with multiple organisms. Results demonstrated that the microarray consistently detected Ent. faecium, B. anthracis, F. tularensis and C. parvum when present in samples. Cryptosporidium hominis was only consistently detected through the use of shared probes between C. hominis and C. parvum. CONCLUSIONS This study successfully developed and tested a microarray-based assay that can specifically detect faecal indicator bacteria and human pathogens in tap water. SIGNIFICANCE AND IMPACT OF THE STUDY The use of indicator organisms has become a practical solution for monitoring for water quality. However, they do not always correlate well with the presence of many microbial pathogens, thus necessitating direct monitoring for most pathogens. This microarray can be used to simultaneously detect multiple organisms in a single sample. More importantly, it can provide occurrence information that may be used in assessing potential exposure risks to waterborne pathogens.
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Affiliation(s)
- N E Brinkman
- National Exposure Research Laboratory, US Environmental Protection Agency, Cincinnati, OH, USA
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Lee DY, Seto P, Korczak R. DNA microarray-based detection and identification of waterborne protozoan pathogens. J Microbiol Methods 2010; 80:129-33. [DOI: 10.1016/j.mimet.2009.11.015] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2009] [Revised: 11/16/2009] [Accepted: 11/20/2009] [Indexed: 11/27/2022]
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Zavvar M, Sadraei J, Emadi H, Pirestani M. The use of a nested PCR-RFLP technique, based on the parasite's 18S ribosomal RNA, to characterise Cryptosporidium isolates from HIV/AIDS patients. ANNALS OF TROPICAL MEDICINE AND PARASITOLOGY 2008; 102:597-601. [PMID: 18817600 DOI: 10.1179/136485908x311876] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
Since there have been few studies on human cryptosporidiosis in Iran, attempts were made to identify Cryptosporidium isolates from HIV-positive Iranians, to genotype level. A nested PCR (based on a fragment of the parasite's 18S ribosomal-RNA gene) was first used to see if faecal samples from 35 HIV-positive patients (of whom 17 had apparently been found smear-positive for Cryptosporidium oocysts) contained Cryptosporidium. Twenty-one of the samples (including all 17 of those that appeared smear-positive) were found PCR-positive. Each of these 21 samples was then investigated further, by RFLP analysis in which the amplicons from the secondary PCR were digested with VspI. Curiously, although HIV-infected individuals are known to be susceptible to infection with a wide range of Cryptosporidium genotypes, all the Iranian subjects of the present study were found to be infected with C. hominis (71%) or C. parvum (29%).
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Affiliation(s)
- M Zavvar
- Parasitology Department, School of Medical Science, Tarbiat Modares University, Tehran, Iran
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5
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Azami M, Moghaddam DD, Salehi R, Salehi M. The identification of Cryptosporidium species in Isfahan, Iran by PCR-RFLP analysis of the 18S rRNA gene. Mol Biol 2007. [DOI: 10.1134/s0026893307050196] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Boulter-Bitzer JI, Lee H, Trevors JT. Molecular targets for detection and immunotherapy in Cryptosporidium parvum. Biotechnol Adv 2006; 25:13-44. [PMID: 17055210 DOI: 10.1016/j.biotechadv.2006.08.003] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2006] [Revised: 08/14/2006] [Accepted: 08/22/2006] [Indexed: 11/21/2022]
Abstract
Cryptosporidium parvum is an obligate protozoan parasite responsible for the diarrheal illness cryptosporidiosis in humans and animals. Although C. parvum is particularly pathogenic in immunocompromised hosts, the molecular mechanisms by which C. parvum invades the host epithelial cells are not well understood. Characterization of molecular-based antigenic targets of C. parvum is required to improve the specificity of detection, viability assessments, and immunotherapy (treatment). A number of zoite surface (glyco)proteins are known to be expressed during, and believed to be involved in, invasion and infection of host epithelial cells. In the absence of protective treatments for this illness, antibodies targeted against these zoite surface (glyco)proteins offers a rational approach to therapy. Monoclonal, polyclonal and recombinant antibodies represent useful immunotherapeutic means of combating infection, especially when highly immunogenic C. parvum antigens are utilized as targets. Interruption of life cycle stages of this parasite via antibodies that target critical surface-exposed proteins can potentially decrease the severity of disease symptoms and subsequent re-infection of host tissues. In addition, development of vaccines to this parasite based on the same antigens may be a valuable means of preventing infection. This paper describes many of the zoite surface glycoproteins potentially involved in infection, as well as summarizes many of the immunotherapeutic studies completed to date. The identification and characterization of antibodies that bind to C. parvum-specific cell surface antigens of the oocyst and sporozoite will allow researchers to fully realize the potential of molecular-based immunotherapy to this parasite.
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Kostrzynska M, Bachand A. Application of DNA microarray technology for detection, identification, and characterization of food-borne pathogens. Can J Microbiol 2006; 52:1-8. [PMID: 16541153 DOI: 10.1139/w05-105] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
DNA microarrays represent the latest advance in molecular technology. In combination with bioinformatics, they provide unparalleled opportunities for simultaneous detection of thousands of genes or target DNA sequences and offer tremendous potential for studying food-borne microorganisms. This review provides an up-to-date look at the application of DNA microarray technology to detect food-borne pathogenic bacteria, viruses, and parasites. In addition, it covers the advantages of using microarray technology to further characterize microorganisms by providing information for specific identification of isolates, to understand the pathogenesis based on the presence of virulence genes, and to indicate how new pathogenic strains evolved epidemiologically and phylogenetically.
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Affiliation(s)
- M Kostrzynska
- Agriculture and Agri-Food Canada, Food Research Program, Guelph, Canada.
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Devereux R, Rublee P, Paul JH, Field KG, Domingo JWS. Development and applications of microbial ecogenomic indicators for monitoring water quality: report of a workshop assessing the state of the science, research needs and future directions. ENVIRONMENTAL MONITORING AND ASSESSMENT 2006; 116:459-79. [PMID: 16779607 DOI: 10.1007/s10661-006-7665-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2004] [Accepted: 05/19/2005] [Indexed: 05/10/2023]
Abstract
This article brings forth recommendations from a workshop sponsored by the U.S. Environmental Protection Agency's Science to Achieve Results (STAR) and Environmental Monitoring and Assessment (EMAP) Programs and by the Council of State Governments, held during May 2002 in Kansas City, Kansas. The workshop assembled microbial ecologists and environmental scientists to determine what research and science is needed to bring existing molecular biological approaches and newer technologies arising from microbial genomic research into environmental monitoring and water quality assessments. Development of genomics and proteomics technologies for environmental science is a very new area having potential to improve environmental water quality assessments. The workshop participants noted that microbial ecologists are already using molecular biological methods well suited for monitoring and water quality assessments and anticipate that genomics-enabled technologies could be made available for monitoring within a decade. Recommendations arising from the workshop include needs for (i) identification of informative microbial gene sequences, (ii) improved understandings of linkages between indicator taxa, gene expression and environmental condition, (iii) technological advancements towards field application, and (iv) development of the appropriate databases.
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Affiliation(s)
- Richard Devereux
- U.S. Environmental Protection Agency, National Health and Environmental Effects Research Laboratory, Gulf Ecology Division, 1 Sabine Island Dr., Gulf Breeze, FL 32561, USA.
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Smith HV, Cacciò SM, Tait A, McLauchlin J, Thompson RCA. Tools for investigating the environmental transmission of Cryptosporidium and Giardia infections in humans. Trends Parasitol 2006; 22:160-7. [PMID: 16503418 DOI: 10.1016/j.pt.2006.02.009] [Citation(s) in RCA: 125] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2005] [Revised: 01/05/2006] [Accepted: 02/10/2006] [Indexed: 11/28/2022]
Abstract
Cryptosporidiosis and giardiasis are major public health concerns. The role of water and food in the epidemiology of these diseases is now well recognized. Molecular techniques are available to determine the species and genotypes of Cryptosporidium and Giardia and to distinguish human from non-human pathogens. Validated methods to determine the species, genotype and subgenotype that are present in heterologous mixtures should be applied to environmental samples to enable the monitoring and characterization of infection sources, disease tracking and the establishment of causative links to both waterborne and foodborne outbreaks. Meaningful interpretation of population structures and occurrence-prevalence baselines can be performed only by analysing a well-planned set of samples from all possible sources taken regularly over time, rather than focusing on outbreak investigations. For food, this includes such analyses in the country of origin.
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Affiliation(s)
- Huw V Smith
- Scottish Parasite Diagnostic Laboratory, Stobhill Hospital, Glasgow, UK, G21 3UW.
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Loy A, Bodrossy L. Highly parallel microbial diagnostics using oligonucleotide microarrays. Clin Chim Acta 2006; 363:106-19. [PMID: 16126187 DOI: 10.1016/j.cccn.2005.05.041] [Citation(s) in RCA: 81] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2005] [Accepted: 05/05/2005] [Indexed: 10/25/2022]
Abstract
Oligonucleotide microarrays are highly parallel hybridization platforms, allowing rapid and simultaneous identification of many different microorganisms and viruses in a single assay. In the past few years, researchers have been confronted with a dramatic increase in the number of studies reporting development and/or improvement of oligonucleotide microarrays for microbial diagnostics, but use of the technology in routine diagnostics is still constrained by a variety of factors. Careful development of microarray essentials (such as oligonucleotide probes, protocols for target preparation and hybridization, etc.) combined with extensive performance testing are thus mandatory requirements for the maturation of diagnostic microarrays from fancy technological gimmicks to robust and routinely applicable tools.
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Affiliation(s)
- Alexander Loy
- Department of Microbial Ecology, University of Vienna, Austria.
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11
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Forche A, Magee PT, Magee BB, May G. Genome-wide single-nucleotide polymorphism map for Candida albicans. EUKARYOTIC CELL 2005; 3:705-14. [PMID: 15189991 PMCID: PMC420121 DOI: 10.1128/ec.3.3.705-714.2004] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Single-nucleotide polymorphisms (SNPs) are essential tools for studying a variety of organismal properties and processes, such as recombination, chromosomal dynamics, and genome rearrangement. This paper describes the development of a genome-wide SNP map for Candida albicans to study mitotic recombination and chromosome loss. C. albicans is a diploid yeast which propagates primarily by clonal mitotic division. It is the leading fungal pathogen that causes infections in humans, ranging from mild superficial lesions in healthy individuals to severe, life-threatening diseases in patients with suppressed immune systems. The SNP map contains 150 marker sequences comprising 561 SNPs and 9 insertions-deletions. Of the 561 SNPs, 437 were transition events while 126 were transversion events, yielding a transition-to-transversion ratio of 3:1, as expected for a neutral accumulation of mutations. The average SNP frequency for our data set was 1 SNP per 83 bp. The map has one marker placed every 111 kb, on average, across the 16-Mb genome. For marker sequences located partially or completely within coding regions, most contained one or more nonsynonymous substitutions. Using the SNP markers, we identified a loss of heterozygosity over large chromosomal fragments in strains of C. albicans that are frequently used for gene manipulation experiments. The SNP map will be useful for understanding the role of heterozygosity and genome rearrangement in the response of C. albicans to host environments.
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Affiliation(s)
- Anja Forche
- Department Genetics, Cell Biology, Development, University of Minnesota, Minneapolis, MN 55455, USA
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Abstract
DNA microarrays offer the potential for simultaneous detection of many pathogens that are of interest to homeland security, public health, medicine, and veterinary diagnostics. These tools are best suited for detecting the presence or absence of genetic sequences characteristic of specific pathogens, but microarrays are poorly suited for determining pathogen viability, and current methods provide only limited potential for pathogen enumeration. Two basic strategies have been described for pathogen detection: using enzymatic amplification to generate targets for interrogation with a microarray, or using direct interrogation of DNA or RNA without pre-amplification. Multiplex PCR has the advantage of a high degree of sensitivity and specificity, but associated microarrays are necessarily limited in scope. PCR-independent, whole-genome amplification eliminates biases inherent in PCR amplification and can accommodate more extensive microarrays, but assay sensitivity is compromised and these methods are probably of limited use when testing tissue samples. Direct hybridization of DNA or RNA provides the least bias in gene detection, but also the lowest level of analytic sensitivity. Ultimately, cost and limited sample throughput make it unlikely that planar microarrays will play a significant role in future pathogen detection schemes. Alternative microarray formats such as bead arrays, however, may circumvent the cost and throughput limitations and permit us to apply what we have learned from planar microarrays to develop robust pathogen detection systems. Assay validation and sample preparation will continue to be significant challenges for these detection systems.
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Affiliation(s)
- Douglas R Call
- Department of Veterinary Microbiology and Pathology and Center for Reproductive Biology, Washington State University, Pullman, Washington 99164-7040, USA.
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Hashsham SA, Wick LM, Rouillard JM, Gulari E, Tiedje JM. Potential of DNA microarrays for developing parallel detection tools (PDTs) for microorganisms relevant to biodefense and related research needs. Biosens Bioelectron 2005; 20:668-83. [PMID: 15522582 DOI: 10.1016/j.bios.2004.06.032] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Development of parallel detection tools using microarrays is critically reviewed in view of the need for screening multiple microorganisms in a single test. Potential research needs with respect to probe design and specificity, validation, sample concentration, selective target enrichment and amplification, and data analysis are discussed. Data illustrating selected probe design issues for detecting multiple targets in mixed microbial systems is presented. Challenges with respect to cost, time, and ease of use compared to other methods are also summarized.
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Affiliation(s)
- Syed A Hashsham
- Department of Civil and Environmental Engineering, Michigan State University, A 126 Research Complex-Engineering, East Lansing, MI 48824, USA.
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Lane S, Evermann J, Loge F, Call DR. Amplicon secondary structure prevents target hybridization to oligonucleotide microarrays. Biosens Bioelectron 2005; 20:728-35. [PMID: 15522587 DOI: 10.1016/j.bios.2004.04.014] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
DNA microarrays that are used as end-point detectors for PCR assays are typically composed of short (15-25 mer) oligonucleotide probes bound to glass. When designing these detectors, we have frequently encountered situations where a probe would not hybridize to its complementary, terminally labeled PCR amplicon. To determine if failures could be explained by general phenomenon such as secondary structure, we designed a microarray to detect eight regions of the Escherichia coli 16S rDNA gene. We then amplified eight amplicons of different lengths using a biotin conjugated, antisense primer. Amplicons were then hybridized to the microarray and detected using a combination of signal amplification and fluorescence. In most cases, probe sequences complementary to the 5' region of the amplified products (sense orientation) did not hybridize to their respective amplicon. We tested for positional bias and showed that a biotin conjugated sense primer mirrored the same probe failures. Nick translated products, however, hybridized to all probes. Because nick translation generates many labeled fragments of random length, we concluded that this method disrupted secondary structure that otherwise prevented the amplicons from hybridizing to their respective probes. We also show that nick translation does not compromise detector sensitivity even when used with long PCR amplicons (ca. 1.5 kbp). Despite the increased cost of the nick translation, we concluded that this labeling strategy will reduce the time needed to design new assays as well as avoid possible false negatives during field applications. Alternative labeling strategies are also discussed.
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Affiliation(s)
- Samantha Lane
- Department of Veterinary Microbiology and Pathology, Washington State University, 402 Bustad Hall, P.O. Box 647040, Pullman, WA 99164-7040, USA
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Wu L, Thompson DK, Liu X, Fields MW, Bagwell CE, Tiedje JM, Zhou J. Development and evaluation of microarray-based whole-genome hybridization for detection of microorganisms within the context of environmental applications. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2004; 38:6775-6782. [PMID: 15669338 DOI: 10.1021/es049508i] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
The detection and identification of microorganisms in natural communities is a great challenge to biologists. Microarray-based genomic technology provides a promising high-throughput alternative to traditional microbial characterization. A novel prototype microarray containing whole genomic DNA, termed community genome array (CGA), was constructed and evaluated. Microarray hybridizations at 55 degrees C using 50% formamide permitted the examined bacteria to be distinguished at the species level, while strain-level differentiation was obtained at hybridization temperatures of 65 or 75 degrees C. The detection limit was estimated to be approximately 0.2 ng with genomic DNA from a single pure culture using a reduced hybridization volume (3 microL). Using mixtures of known amounts of DNA or a known number of cells from 14 or 16 different species, respectively, about 5 ng of genomic DNA or 2.5 x 10(5) cells were detected under the hybridization conditions used. In addition, strong linear relationships were observed between hybridization signal intensity and target DNA concentrations for pure cultures, a mixture of DNA templates, and a population of mixed cells (r2 = 0.95-0.98, P < 0.01). Finally, the prototype CGA revealed differences in microbial community composition in soil, river, and marine sediments. The results suggest that CGA hybridization has potential as a specific, sensitive, and quantitative tool for detection and identification of microorganisms in environmental samples.
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Affiliation(s)
- Liyou Wu
- Environmental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA
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Lemarchand K, Masson L, Brousseau R. Molecular biology and DNA microarray technology for microbial quality monitoring of water. Crit Rev Microbiol 2004; 30:145-72. [PMID: 15490968 DOI: 10.1080/10408410490435142] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Public concern over polluted water is a major environmental issue worldwide. Microbial contamination of water arguably represents the most significant risk to human health on a global scale. An important challenge in modern water microbial quality monitoring is the rapid, specific, and sensitive detection of microbial indicators and waterborne pathogens. Presently, microbial tests are based essentially on time-consuming culture methods. Rapid microbiological analyses and detection of rare events in water systems are important challenges in water safety assessment since culture methods present serious limitations from both quantitative and qualitative points of view. To circumvent lengthy culture methods, newer enzymatic, immunological, and genetic methods are being developed as an alternative. DNA microarray technology is a new and promising tool that allows the detection of several hundred or even thousands DNA sequences simultaneously. Recent advances in sample processing and DNA microarray technologies provide new perspectives to assess microbial water quality. The aims of this review are to (1) summarize what is currently known about microbial indicators, (2) describe the most important waterborne pathogens, (3) present molecular methods used to monitor the presence of pathogens in water, and (4) show the potential of DNA microarrays in water quality monitoring.
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Affiliation(s)
- Karine Lemarchand
- National Research Council of Canada, Biotechnology Research Institute, Montreal, Quebec, Canada
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Wang Z, Vora GJ, Stenger DA. Detection and genotyping of Entamoeba histolytica, Entamoeba dispar, Giardia lamblia, and Cryptosporidium parvum by oligonucleotide microarray. J Clin Microbiol 2004; 42:3262-71. [PMID: 15243091 PMCID: PMC446233 DOI: 10.1128/jcm.42.7.3262-3271.2004] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Entamoeba histolytica, Giardia lamblia, and Cryptosporidium parvum are the most frequently identified protozoan parasites causing waterborne disease outbreaks. The morbidity and mortality associated with these intestinal parasitic infections warrant the development of rapid and accurate detection and genotyping methods to aid public health efforts aimed at preventing and controlling outbreaks. In this study, we describe the development of an oligonucleotide microarray capable of detecting and discriminating between E. histolytica, Entamoeba dispar, G. lamblia assemblages A and B, and C. parvum types 1 and 2 in a single assay. Unique hybridization patterns for each selected protozoan were generated by amplifying six to eight diagnostic sequences/organism by multiplex PCR; fluorescent labeling of the amplicons via primer extension; and subsequent hybridization to a set of genus-, species-, and subtype-specific covalently immobilized oligonucleotide probes. The profile-based specificity of this methodology not only permitted for the unequivocal identification of the six targeted species and subtypes, but also demonstrated its potential in identifying related species such as Cryptosporidium meleagridis and Cryptosporidium muris. In addition, sensitivity assays demonstrated lower detection limits of five trophozoites of G. lamblia. Taken together, the specificity and sensitivity of the microarray-based approach suggest that this methodology may provide a promising tool to detect and genotype protozoa from clinical and environmental samples.
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Affiliation(s)
- Zheng Wang
- Center for Bio/Molecular Science & Engineering, Naval Research Laboratory, 4555 Overlook Ave. SW, Washington, DC 20375, USA.
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Hajdusek O, Ditrich O, Slapeta J. Molecular identification of Cryptosporidium spp. in animal and human hosts from the Czech Republic. Vet Parasitol 2004; 122:183-92. [PMID: 15219359 DOI: 10.1016/j.vetpar.2004.04.005] [Citation(s) in RCA: 86] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/16/2004] [Indexed: 11/23/2022]
Abstract
To study the diversity of Cryptosporidium spp. in various hosts, we used the variability of the small-subunit rRNA gene and the Cryptosporidium oocyst wall protein genes. Oocysts from humans, cattle, horses, dogs, field mice, chickens, reptiles, deer, goat, cat, antelope and from a sample of water reservoir were assayed. The zoonotic C. parvum bovine genotype sequence was found to be present in the most of isolates. This study shows a complex epidemiology pattern for C. parvum bovine genotype infections. The identification of cattle, horse, and deer isolates emphasizes a transmission route for C. parvum via these hosts, and identifies a potential source for human infection in the Czech Republic. Furthermore, C. andersoni from a cow, C. baileyi from a chicken, C. felis from a cat, C. meleagridis from a dog, and C. saurophilum and C. serpentis from reptiles were also identified in the isolates from the Czech Republic.
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Affiliation(s)
- Ondrej Hajdusek
- Institute of Parasitology, Academy of Sciences of the Czech Republic, Ceské Budĕjovice
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Vainrub A, Pettitt BM. Theoretical aspects of genomic variation screening using DNA microarrays. Biopolymers 2004; 73:614-20. [PMID: 15048785 DOI: 10.1002/bip.20008] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
We present a theoretical model for typical microarray-based single nucleotide polymorphism (SNP) assay of small genomic DNA amount. We derived the adsorption isotherm expressing the on-array hybridization efficiency in terms of genomic target sequence and concentration, oligonucleotide probe sequence and surface density, hybridization buffer, and temperature. This isotherm correctly describes the surface probe density effects, the sensitivity peak, and the melting temperature depression, and is in accord with published experiments. We discuss optimization of parallel SNP genotyping. Our estimates show that SNP detection at a single temperature in aqueous hybridization buffer is restricted by DNA regions that differ by less than 20% in GC content. We predict that the variety of genotyped SNPs could be substantially extended using an assay design with high probe density and a large fraction of probes hybridized.
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Affiliation(s)
- Arnold Vainrub
- Department of Chemistry, University of Houston, Houston, TX 77204-5003, USA
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Doménech-Sánchez A, Vila J. [Basis, types and application of DNA arrays in clinical microbiology]. Enferm Infecc Microbiol Clin 2004; 22:46-54. [PMID: 14757008 DOI: 10.1016/s0213-005x(04)73030-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
The DNA microarrays or microchips are sets of DNA probes bound to a solid support in a prefixed and regular disposition. The target nucleic acid that can be detected is either DNA or RNA, which is previously labeled with a fluorochrome or a radioactive compound. The main advantage with respect to other molecular biological tools, such as polymerase chain reaction, is that thousands of genes can be detected in a single procedure. The application of the DNA arrays in the field of clinical microbiology is so far scarce. Among the specific applications we can point out: 1. Investigation of bacterial pathogenesis; 2. Analysis of bacterial evolution and molecular epidemiology; 3. Study of the mechanisms of action and resistance to antimicrobial agents and 4. Microbiological diagnostic of the infectious diseases. This methodology is still in an embryonic phase with respect to its application in clinical microbiology. However, it presents a series of advantages that make it very attractive and in the future it may become a valuable tool for the diagnosis of infectious diseases.
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Affiliation(s)
- Antonio Doménech-Sánchez
- Unidad de Investigación. Hospital Universitario Son Dureta. Institut Universitari d'Investigacions en Ciències de la Salut (IUNICS). Palma de Mallorca. España.
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Carey CM, Lee H, Trevors JT. Biology, persistence and detection of Cryptosporidium parvum and Cryptosporidium hominis oocyst. WATER RESEARCH 2004; 38:818-862. [PMID: 14769405 DOI: 10.1016/j.watres.2003.10.012] [Citation(s) in RCA: 82] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2003] [Revised: 10/06/2003] [Accepted: 10/22/2003] [Indexed: 05/24/2023]
Abstract
Cryptosporidium parvum and Cryptosporidium hominis are obligate enteric protozoan parasites which infect the gastrointestinal tract of animals and humans. The mechanism(s) by which these parasites cause gastrointestinal distress in their hosts is not well understood. The risk of waterborne transmission of Cryptosporidium is a serious global issue in drinking water safety. Oocysts from these organisms are extremely robust, prevalent in source water supplies and capable of surviving in the environment for extended periods of time. Resistance to conventional water treatment by chlorination, lack of correlation with biological indicator microorganisms and the absence of adequate methods to detect the presence of infectious oocysts necessitates the development of consistent and effective means of parasite removal from the water supply. Additional research into improving water treatment and sewage treatment practices is needed, particularly in testing the efficiency of ozone in oocyst inactivation. Timely and efficient detection of infectious C. parvum and C. hominis oocysts in environmental samples requires the development of rapid and sensitive techniques for the concentration, purification and detection of these parasites. A major factor confounding proper detection remains the inability to adequately and efficiently concentrate oocysts from environmental samples, while limiting the presence of extraneous materials. Molecular-based techniques are the most promising methods for the sensitive and accurate detection of C. parvum and C. hominis. With the availability of numerous target sequences, RT-PCR will likely emerge as an important method to assess oocyst viability. In addition, a multiplex PCR for the simultaneous detection of C. parvum, C. hominis and other waterborne pathogens such as Giardia lamblia would greatly benefit the water industry and protect human health.
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Affiliation(s)
- C M Carey
- Department of Environmental Biology, University of Guelph, Guelph, Ont, Canada N1G 2W1
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Castro-Chávez F. Microarrays, antiobesity and the liver. Ann Hepatol 2004; 3:137-45. [PMID: 15657555 PMCID: PMC3651835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
In this review, the microarray technology and especially oligonucleotide arrays are exemplified with a practical example taken from the perilipin-/- mice and using the dChip software, available for non-lucrative purposes. It was found that the liver of perilipin-/- mice was healthy and normal, even under high-fat diet when compared with the results published for the scd1-/- mice, which under high-fat diets had a darker liver, suggestive of hepatic steatosis. Scd1 is required for the biosynthesis of monounsaturated fatty acids and plays a key role in the hepatic synthesis of triglycerides and of very-low-density lipoproteins. Both models of obesity resistance share many similar phenotypic antiobesity features, however, the perilipin-/- mice had a significant downregulation of stearoyl CoA desaturases scd1 and scd2 in its white adipose tissue, but a normal level of both genes inside the liver, even under high-fat diet. Here, different microarray methodologies are discussed, and also some of the most recent discoveries and perspectives regarding the use of microarrays, with an emphasis on obesity gene expression, and a personal remark on my findings of increased expression for hemoglobin transcripts and other hemo related genes (hemo-like), and for leukocyte like (leuko-like) genes inside the white adipose tissue of the perilipin-/- mice. In conclusion, microarrays have much to offer in comparative studies such as those in antiobesity, and also they are methodologies adequate for new astounding molecular discoveries [free full text of this article Online].
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Affiliation(s)
- Fernando Castro-Chávez
- Departamento de Biología Molecular en Medicina, Hospital Civil de Belén, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, México.
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El-Osta YGA, Chalmers RM, Gasser RB. Survey of Cryptosporidium parvum genotypes in humans from the UK by mutation scanning analysis of a heat shock protein gene region. Mol Cell Probes 2003; 17:127-34. [PMID: 12944113 DOI: 10.1016/s0890-8508(03)00030-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A mutation scanning-selective sequencing approach was employed for the genotypic identification and differentiation of Cryptosporidium parvum isolates. Genomic DNA samples (n=158) from Cryptosporidium oocysts from humans with clinical cryptosporidiosis (following recent foreign travel or during different outbreaks) in the UK were subjected to PCR-based single-strand conformation polymorphism (SSCP) analysis of a heat shock protein 70 gene region (p-hsp70; 448 bp). Samples representing different SSCP profiles were then subjected to sequencing. The analysis allowed the classification of 149 of the 158 samples as type-1 ( approximately 49%) or type-2 ( approximately 46%); amplicons from the remaining nine samples were consistent in size with p-hsp70 but represented non-specific, faecal contaminants. The percentages reflected those of a previous study in the UK for autochtonous, sporadic cases of cryptosporidiosis ( approximately 49% for type-1 and approximately 47% for type-2; n approximately 4000), but contrasted another survey of sporadic cases where type-2 dominated ( approximately 62%; n approximately 1000). The ability of the present SSCP-sequencing approach to accurately screen for C. parvum genotypes and to reliably discern erroneous amplicons has significant implications for the accurate diagnosis and monitoring of cryptosporidiosis and for population genetic studies.
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Affiliation(s)
- Youssef G Abs El-Osta
- Department of Veterinary Science, The University of Melbourne, 250 Princes Highway, Werribee, Victoria, Australia
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Abstract
Several types of microarrays have recently been developed and evaluated for bacterial detection and microbial community analysis. These studies demonstrated that specific, sensitive and quantitative detection could be obtained with both functional gene arrays and community genome arrays. Although single-base mismatch can be differentiated with phylogenetic oligonucleotide arrays, reliable specific detection at the single-base level is still problematic. Microarray-based hybridization approaches are also useful for defining genome diversity and bacterial relatedness. However, more rigorous and systematic assessment and development are needed to realize the full potential of microarrays for microbial detection and community analysis.
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Affiliation(s)
- Jizhong Zhou
- Environmental Sciences Division, Oak Ridge National Laboratory, PO Box 2008, Oak Ridge, TN 37831-6038, USA.
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Abstract
Currently, there is no single method to collect, process, and analyze a water sample for all pathogenic microorganisms of interest. Some of the difficulties in developing a universal method include the physical differences between the major pathogen groups (viruses, bacteria, protozoa), efficiently concentrating large volume water samples to detect low target concentrations of certain pathogen groups, removing co-concentrated inhibitors from the sample, and standardizing a culture-independent endpoint detection method. Integrating the disparate technologies into a single, universal, simple method and detection system would represent a significant advance in public health and microbiological water quality analysis. Recent advances in sample collection, on-line sample processing and purification, and DNA microarray technologies may form the basis of a universal method to detect known and emerging waterborne pathogens. This review discusses some of the challenges in developing a universal pathogen detection method, current technology that may be employed to overcome these challenges, and the remaining needs for developing an integrated pathogen detection and monitoring system for source or finished water.
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Affiliation(s)
- Timothy M Straub
- Analytical Microbiology Group, Pacific Northwest National Laboratory, 902 Battelle Boulevard, P.O. Box 999 MSIN P7-50, Richland, WA 99352, USA.
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Booth SA, Drebot MA, Martin IE, Ng LK. Design of oligonucleotide arrays to detect point mutations: molecular typing of antibiotic resistant strains of Neisseria gonorrhoeae and hantavirus infected deer mice. Mol Cell Probes 2003; 17:77-84. [PMID: 12788028 DOI: 10.1016/s0890-8508(03)00005-7] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Microarrays are promising tools for use in molecular diagnostics due to their ability to perform a multitude of tests simultaneously. In the case of genotyping many such tests will require discrimination of sequence at the single nucleotide level. A number of challenges exist including binding of optimal quantities of probe to the chip surface, the use of uniform hybridization conditions across the chip and the generation of labeled target. We investigated two model systems to test out the efficacy and ease with which probes can be designed for this purpose. In the first of these we designed primers to identify five mutations found in two genes from N. gonohorroeae, gyrA and parC that have been implicated in ciprofloxacin resistance. In the second system we used a similar strategy to identify four mutations in AT rich mitochondrial DNA from deer mice. These mutations are associated with deer mice subspecies that originate from different geographical regions of Canada and harbor different hantavirus strains. In every case we were able to design probes that could discriminate mutations in the target sequences under uniform hybridization conditions, even when targets were fairly long in length, up to 400 bp. Our results suggest that microarray analysis of point mutations might be very useful for automated identification and characterization of pathogens and their hosts.
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Affiliation(s)
- Stephanie A Booth
- National Microbiology Laboratory, Population and Public Health Branch, Health Canada, Winnipeg, Man, Canada
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Gao H, Li T, Tu Y, Wang D, Ma X, Cheng J, Zhou Y. A Novel Approach for Quality Control of Oligonucleotide Probes Using DHPLC. ANAL LETT 2003. [DOI: 10.1081/al-120021529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Morgan-Ryan UM, Fall A, Ward LA, Hijjawi N, Sulaiman I, Fayer R, Thompson RCA, Olson M, Lal A, Xiao L. Cryptosporidium hominis n. sp. (Apicomplexa: Cryptosporidiidae) from Homo sapiens. J Eukaryot Microbiol 2002; 49:433-40. [PMID: 12503676 DOI: 10.1111/j.1550-7408.2002.tb00224.x] [Citation(s) in RCA: 298] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The structure and infectivity of the oocysts of a new species of Cryptosporidium from the feces of humans are described. Oocysts are structurally indistinguishable from those of Cryptosporidium parvum. Oocysts of the new species are passed fully sporulated, lack sporocysts. and measure 4.4-5.4 microm (mean = 4.86) x 4.4-5.9 microm (mean = 5.2 microm) with a length to width ratio 1.0-1.09 (mean 1.07) (n = 100). Oocysts were not infectious for ARC Swiss mice, nude mice. Wistar rat pups, puppies, kittens or calves, but were infectious to neonatal gnotobiotic pigs. Pathogenicity studies in the gnotobiotic pig model revealed significant differences in parasite-associated lesion distribution (P = 0.005 to P = 0.02) and intensity of infection (P = 0.04) between C. parvum and this newly described species from humans. In vitro cultivation studies have also revealed growth differences between the two species. Multi-locus analysis of numerous unlinked loci, including a preliminary sequence scan of the entire genome demonstrated this species to be distinct from C. parvum and also demonstrated a lack of recombination, providing further support for its species status. Based on biological and molecular data, this Cryptosporidium infecting the intestine of humans is proposed to be a new species Cryptosporidium hominis n. sp.
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Affiliation(s)
- Una M Morgan-Ryan
- Division of Veterinary and Biomedical Sciences, Murdoch University, Murdoch, Western Australia 6150.
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