全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...
Pathogens  2013 

Comprehensive Analysis of Prokaryotes in Environmental Water Using DNA Microarray Analysis and Whole Genome Amplification

DOI: 10.3390/pathogens2040591

Keywords: metagenome, microarray, 16S rRNA, WGA, pathogenic bacteria

Full-Text   Cite this paper   Add to My Lib

Abstract:

The microflora in environmental water consists of a high density and diversity of bacterial species that form the foundation of the water ecosystem. Because the majority of these species cannot be cultured in vitro, a different approach is needed to identify prokaryotes in environmental water. A novel DNA microarray was developed as a simplified detection protocol. Multiple DNA probes were designed against each of the 97,927 sequences in the DNA Data Bank of Japan and mounted on a glass chip in duplicate. Evaluation of the microarray was performed using the DNA extracted from one liter of environmental water samples collected from seven sites in Japan. The extracted DNA was uniformly amplified using whole genome amplification (WGA), labeled with Cy3-conjugated 16S rRNA specific primers and hybridized to the microarray. The microarray successfully identified soil bacteria and environment-specific bacteria clusters. The DNA microarray described herein can be a useful tool in evaluating the diversity of prokaryotes and assessing environmental changes such as global warming.

References

[1]  Whitman, W.B.; Coleman, D.C.; Wiebe, W.J. Prokaryotes: The unseen majority. Proc. Natl. Acad. Sci. USA 1998, 95, 6578–6583, doi:10.1073/pnas.95.12.6578.
[2]  Amaral-Zettler, L.A.; Mccliment, E.A.; Ducklow, H.W.; Huse, S.M. A method for studying protistan diversity using massively parallel sequencing of V9 hypervariable regions of small-subunit ribosomal RNA genes. PLoS One 2009, 4, e6372.
[3]  Sogin, M.L.; Morrison, H.G.; Huber, J.A.; Mark, W.D.; Huse, S.M.; Neal, P.R.; Arrieta, J.M.; Herndl, G.J. Microbial diversity in the deep sea and the underexplored “rare biosphere”. Proc. Natl. Acad. Sci. USA 2006, 103, 12115–12120.
[4]  Amann, R.I.; Ludwig, W.; Schleifer, K.H. Phylogenetic identification and in situ detection of individual microbial cells without cultivation. Microbiol. Rev. 1995, 59, 143–169.
[5]  Venter, J.C.; Remington, K.; Heidelberg, J.F.; Halpern, A.L.; Rusch, D.; Eisen, J.A.; Wu, D.; Paulsen, I.; Nelson, K.E.; Nelson, W.; et al. Environmental genome shotgun sequencing of the Sargasso Sea. Science 2004, 304, 66–74, doi:10.1126/science.1093857.
[6]  Rusch, D.B.; Halpern, A.L.; Sutton, G.; Heidelberg, K.B.; Williamson, S.; Yooseph, S.; Wu, D.; Eisen, J.A.; Hoffman, J.M.; Remington, K.; et al. The Sorcerer II Global Ocean Sampling expedition: Northwest Atlantic through eastern tropical Pacific. PLoS Biol. 2007, 5, e77, doi:10.1371/journal.pbio.0050077.
[7]  Dinsdale, E.A.; Edwards, R.A.; Hall, D.; Angly, F.; Breitbart, M.; Brulc, J.M.; Furlan, M.; Desnues, C.; Haynes, M.; Li, L.; et al. Functional metagenomic profiling of nine biomes. Nature 2008, 452, 629–632.
[8]  Brodie, E.L.; Desantis, T.Z.; Joyner, D.C.; Baek, S.M.; Larsen, J.T.; Andersen, G.L.; Hazen, T.C.; Richardson, P.M.; Herman, D.J.; Tokunaga, T.K.; et al. Application of a high-density oligonucleotide microarray approach to study bacterial population dynamics during uranium reduction and reoxidation. Appl. Environ. Microbiol. 2006, 72, 6288–6298, doi:10.1128/AEM.00246-06.
[9]  Palmer, C.; Bik, E.M.; Eisen, M.B.; Eckburg, P.B.; Sana, T.R.; Wolber, P.K.; Relman, D.A.; Brown, P.O. Rapid quantitative profiling of complex microbial populations. Nucleic Acids Res. 2006, 34, e5, doi:10.1093/nar/gnj007.
[10]  Japan Meteorological Agency. Ocean Current. Available online: www.data.kishou.go.jp/db/kaikyo/jun/current_NK.html (accessed on 20 July 2012).
[11]  Japan Meteorological Agency. Monthly Mean Sea Surface Temperature. Available online: www.data.kishou.go.jp/db/kaikyo/monthly/sst.html (accessed on 20 July 2012).
[12]  Wale, N.; Karypis, G. Target fishing for chemical compounds using target-ligand activity data and ranking based methods. J. Chem. Inf. Model 2009, 49, 2190–2201, doi:10.1021/ci9000376.
[13]  Monfort, P.; Baleux, B. Distribution and survival of motile Aeromonas spp. in brackish water receiving sewage treatment effluent. Appl. Environ. Microbiol. 1991, 57, 2459–2467.
[14]  Jolivet-Gougeon, A.; Tamanai-Shacoori, T.; Sauvager, F.; Cormier, M. Production of Escherichia coli group I-like heat-labile enterotoxin by Enterobacteriaceae isolated from environmental water. Microbios 1997, 90, 209–218.
[15]  Alexopoulos, A.; Plessas, S.; Voidarou, C.; Noussias, H.; Stavropoulou, E.; Mantzourani, I.; Tzora, A.; Skoufos, I.; Bezirtzoglou, E. Microbial ecology of fish species ongrowing in Greek sea farms and their watery environment. Anaerobe 2011, 17, 264–266, doi:10.1016/j.anaerobe.2011.03.003.
[16]  Lee, E.S.; Lee, M.Y.; Han, S.H.; Ka, J.O. Occurrence and molecular differentiation of environmental mycobacteria in surface waters. J. Microbiol. Biotechnol. 2008, 18, 1207–1215.
[17]  Jernigan, J.A.; Farr, B.M. Incubation period and sources of exposure for cutaneous Mycobacterium marinum infection: Case report and review of the literature. Clin. Infect. Dis. 2000, 31, 439–443, doi:10.1086/313972.
[18]  Yu, Y.; Li, H.; Zeng, Y.; Chen, B. Extracellular enzymes of cold-adapted bacteria from Arctic sea ice, Canada Basin. Polar Biol. 2009, 32, 1539–1547, doi:10.1007/s00300-009-0654-x.
[19]  Takami, H.; Inoue, A.; Fuji, F.; Horikoshi, K. Microbial flora in the deepest sea mud of the Mariana Trench. FEMS Microbiol. Lett. 1997, 152, 279–285, doi:10.1111/j.1574-6968.1997.tb10440.x.
[20]  Gihring, T.M.; Banfield, J.F. Arsenite oxidation and arsenate respiration by a new Thermus isolate. FEMS Microbiol. Lett. 2001, 204, 335–340, doi:10.1111/j.1574-6968.2001.tb10907.x.
[21]  Takai, K.; Hirayama, H.; Sakihama, Y.; Inagaki, F.; Yamato, Y.; Horikoshi, K. Isolation and metabolic characteristics of previously uncultured members of the order aquificales in a subsurface gold mine. Appl. Environ. Microbiol. 2002, 68, 3046–3054, doi:10.1128/AEM.68.6.3046-3054.2002.
[22]  Hirayama, H.; Takai, K.; Inagaki, F.; Yamato, Y.; Suzuki, M.; Nealson, K.H.; Horikoshi, K. Bacterial community shift along a subsurface geothermal water stream in a Japanese gold mine. Extremophiles 2005, 9, 169–184.
[23]  Nakagawa, T.; Ishibashi, J.; Maruyama, A.; Yamanaka, T.; Morimoto, Y.; Kimura, H.; Urabe, T.; Fukui, M. Analysis of dissimilatory sulfite reductase and 16S rRNA gene fragments from deep-sea hydrothermal sites of the Suiyo Seamount, Izu-Bonin Arc, Western Pacific. Appl. Environ. Microbiol. 2004, 70, 393–403.
[24]  Kojima, H.; Teske, A.; Fukui, M. Morphological and phylogenetic characterizations of freshwater Thioploca species from Lake Biwa, Japan, and Lake Constance, Germany. Appl. Environ. Microbiol. 2003, 69, 390–398, doi:10.1128/AEM.69.1.390-398.2003.
[25]  Haramoto, E.; Kitajima, M.; Katayama, H.; Asami, M.; Akiba, M.; Kunikane, S. Application of real-time PCR assays to genotyping of F-specific phages in river water and sediments in Japan. Water Res. 2009, 43, 3759–3764, doi:10.1016/j.watres.2009.05.043.
[26]  Colwell, R.R. Infectious disease and environment: Cholera as a paradigm for waterborne disease. Int. Microbiol. 2004, 7, 285–289.
[27]  Hrudey, S.E.; Hrudey, E.J. Published case studies of waterborne disease outbreaks—Evidence of a recurrent threat. Water Environ. Res. 2007, 79, 233–245, doi:10.2175/106143006X95483.
[28]  Berger, M.; Shiau, R.; Weintraub, J.M. Review of syndromic surveillance: Implications for waterborne disease detection. J. Epidemiol. Community Health 2006, 60, 543–550, doi:10.1136/jech.2005.038539.
[29]  Edwards, D.D.; Mcfeters, G.A.; Venkatesan, M.I. Distribution of Clostridium perfringens and fecal sterols in a benthic coastal marine environment influenced by the sewage outfall from McMurdo Station, Antarctica. Appl. Environ. Microbiol. 1998, 64, 2596–2600.
[30]  Abdelzaher, A.M.; Wright, M.E.; Ortega, C.; Solo-Gabriele, H.M.; Miller, G.; Elmir, S.; Newman, X.; Shih, P.; Bonilla, J.A.; Bonilla, T.D.; et al. Presence of pathogens and indicator microbes at a non-point source subtropical recreational marine beach. Appl. Environ. Microbiol. 2010, 76, 724–732, doi:10.1128/AEM.02127-09.
[31]  Robben, P.M.; Sibley, L.D. Food- and waterborne pathogens: You are (infected by) what you eat! Microb. Infect. 2004, 6, 406–413, doi:10.1016/j.micinf.2003.12.016.
[32]  Bhan, M.K.; Bahl, R.; Bhatnagar, S. Typhoid and paratyphoid fever. Lancet 2005, 366, 749–762, doi:10.1016/S0140-6736(05)67181-4.
[33]  Rich, V.I.; Pham, V.D.; Eppley, J.; Shi, Y.; Delong, E.F. Time-series analyses of Monterey Bay coastal microbial picoplankton using a “genome proxy” microarray. Environ. Microbiol. 2011, 13, 116–134, doi:10.1111/j.1462-2920.2010.02314.x.
[34]  National Institute of Genetics. DNA Data Bank of Japan (DDBJ). Available online: ftp://ftp.ddbj.nig.ac.jp/ddbj_database/16S (accessed on 30 March 2009).
[35]  Tan, J.C.; Patel, J.J.; Tan, A.; Blain, J.C.; Albert, T.J.; Lobo, N.F.; Ferdig, M.T. Optimizing comparative genomic hybridization probes for genotyping and SNP detection in Plasmodium falciparum. Genomics 2009, 93, 543–550, doi:10.1016/j.ygeno.2009.02.007.
[36]  Uda, A.; Tanabayashi, K.; Fujita, O.; Hotta, A.; Yamamoto, Y.; Yamada, A. Comparison of whole genome amplification methods for detecting pathogenic bacterial genomic DNA using microarray. Jpn. J. Infect. Dis. 2007, 60, 355–361.
[37]  Suzuki, K.; Takigawa, W.; Tanigawa, K.; Nakamura, K.; Ishido, Y.; Kawashima, A.; Wu, H.; Akama, T.; Sue, M.; Yoshihara, A.; et al. Detection of Mycobacterium leprae DNA from archaeological skeletal remains in Japan using whole genome amplification and polymerase chain reaction. PLoS One 2010, 5, e12422, doi:10.1371/journal.pone.0012422.
[38]  Suzuki, M.T.; Giovannoni, S.J. Bias caused by template annealing in the amplification of mixtures of 16S rRNA genes by PCR. Appl. Environ. Microbiol. 1996, 62, 625–630.
[39]  Kuroki, H.; Miyamoto, H.; Fukuda, K.; Iihara, H.; Kawamura, Y.; Ogawa, M.; Wang, Y.; Ezaki, T.; Taniguchi, H. Legionella impletisoli sp. nov. and Legionella yabuuchiae sp. nov., isolated from soils contaminated with industrial wastes in Japan. Syst. Appl. Microbiol. 2007, 30, 273–279.
[40]  Nubel, U.; Engelen, B.; Felske, A.; Snaidr, J.; Wieshuber, A.; Amann, R.I.; Ludwig, W.; Backhaus, H. Sequence heterogeneities of genes encoding 16S rRNAs in Paenibacillus polymyxa detected by temperature gradient gel electrophoresis. J. Bacteriol. 1996, 178, 5636–5643.
[41]  Akama, T.; Suzuki, K.; Tanigawa, K.; Kawashima, A.; Wu, H.; Nakata, N.; Osana, Y.; Sakakibara, Y.; Ishii, N. Whole-genome tiling array analysis of Mycobacterium leprae RNA reveals high expression of pseudogenes and noncoding regions. J. Bacteriol. 2009, 191, 3321–3327, doi:10.1128/JB.00120-09.
[42]  Xie, Y.; Wang, X.; Story, M. Statistical methods of background correction for Illumina BeadArray data. Bioinformatics 2009, 25, 751–757, doi:10.1093/bioinformatics/btp040.
[43]  Affymetrix, Inc. Statistical Algorithms Description DocumentTechnical Report. Affymetrix: Santa Clara, CA, USA, 2002.
[44]  Eisen, M.B.; Spellman, P.T.; Brown, P.O.; Botstein, D. Cluster analysis and display of genome-wide expression patterns. Proc. Natl. Acad. Sci. USA 1998, 95, 14863–14868.
[45]  Saldanha, A.J. Java Treeview—Extensible visualization of microarray data. Bioinformatics 2004, 20, 3246–3248, doi:10.1093/bioinformatics/bth349.
[46]  Hollibaugh, J.T.; Bano, N.; Ducklow, H.W. Widespread distribution in polar oceans of a 16S rRNA gene sequence with affinity to Nitrosospira-like ammonia-oxidizing bacteria. Appl. Environ. Microbiol. 2002, 68, 1478–1484.

Full-Text

comments powered by Disqus

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133

WeChat 1538708413