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Journal of microbiological methods2006; 67(3); 507-526; doi: 10.1016/j.mimet.2006.04.026

Microbial source tracking by DNA sequence analysis of the Escherichia coli malate dehydrogenase gene.

Abstract: Criteria for sub-typing of microbial organisms by DNA sequencing proposed by Olive and Bean were applied to several genes in Escherichia coli to identify targets for the development of microbial source tracking assays. Based on the aforementioned criteria, the icd (isocitrate dehydrogenase), and putP (proline permease) genes were excluded as potential targets due to their high rates of horizontal gene transfer; the rrs (16S rRNA) gene was excluded as a target due to the presence of multiple gene copies, with different sequences in a single genome. Based on the above criteria, the mdh (malate dehydrogenase) gene was selected as a target for development of a microbial source tracking assay. The mdh assay was optimized to analyze a 150 bp fragment corresponding to residues G191 to R240 (helices H10 and H11) of the Mdh catalytic domain. 295 fecal isolates (52 horse, 50 deer, 72 dog, 52 seagull and 69 human isolates) were sequenced and analyzed. Target DNA sequences for isolates from horse, dog plus deer, and seagull formed identifiable groupings. Sequences from human isolates, aside from a low level (ca. 15%) human specific sequence, did not group; nevertheless, other hosts could be distinguished from human. Positive and negative predictive values for two- and three-way host comparisons ranged from 60% to 90% depending on the focus host. False positive rates were below 10%. Multiple E. coli isolates from individual fecal samples exhibited high levels of sequence homogeneity, i.e. typically only one to two mdh sequences were observed per up to five E. coli isolates from a single fecal sample. Among all isolates sequenced from fecal samples from each host, sequence homogeneity decreased in the following order: horse>dog>deer>human and gull. For in-library isolates, blind analysis of fecal isolates (n=12) from four hosts known to contain host specific target sequences was 100% accurate and 100% reproducible for both DNA sequence and host identification. For blind analysis of non-library isolates, 18/19 isolates (94.7%) matched one or more library sequences for the corresponding host. Ten of eleven geographical outlier fecal isolates from Florida had mdh sequences that were identical to in-library sequences for the corresponding host from California. The mdh assay was successfully applied to environmental isolates from an underground telephone vault in California, with 4 of 5 isolates matching sequences in the mdh library. 146 sequences of the 645bp mdh fragment from five host sources were translated into protein sequence and aligned. Seven unique Mdh protein sequences, which contained eight polymorphic sites, were identified. Six of the polymorphic sites were in the NAD+ binding domain and two were in the catalytic domain. All of the polymorphic sites were located in surface exposed regions of the protein. None of the non-silent mutations of the Mdh protein were in the 150bp mdh target. The advantages and disadvantages of the assay compared to established source tracking methods are discussed.
Publication Date: 2006-09-14 PubMed ID: 16973226DOI: 10.1016/j.mimet.2006.04.026Google Scholar: Lookup
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  • Journal Article
  • Research Support
  • Non-U.S. Gov't

Summary

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The research study explores a technique using DNA sequencing of the Escherichia coli malate dehydrogenase gene for microbial source tracking. The technique was effective in identifying different hosts like horses, dogs, and humans with high levels of accuracy and predictability.

Selection of Target Gene

  • The researchers applied DNA sequencing sub-typing criteria to multiple genes in the bacterium Escherichia coli, aiming to locate suitable targets for microbial source tracking assays.
  • Several genes were ruled out as potential targets. The isocitrate dehydrogenase and proline permease genes were excluded due to their high rates of horizontal gene transfer, and the 16S rRNA gene was rejected because multiple gene copies featured different sequences in a single genome.
  • The malate dehydrogenase gene was chosen as an appropriate target according to the criteria. The assay was optimized to analyze a 150 bp fragment corresponding to specific residues of the Mdh catalytic domain.

Analysis and Results

  • The researchers sequenced and analyzed 295 fecal isolates from various sources, including horses, deer, dogs, seagulls, and humans.
  • DNA sequences from horse, dog plus deer, and seagull isolates formed identifiable groupings while the human isolates didn’t form clear groups and other hosts could be distinguished from human.
  • Predictive values for differentiating hosts based on these DNA sequences were generally high, ranging from 60% to 90% depending on the focus host. False positive rates were also low, at below 10%.
  • The researchers observed high sequence homogeneity between multiple E. coli isolates from individual fecal samples.
  • In a blind analysis of non-library isolates, around 94.7% matched one or more library sequences for the corresponding host. The geographical outlier fecal isolates from Florida had identical sequences to in-library sequences for the corresponding host from California.
  • The researchers were also successful in applying the mdh assay to environmental isolates, demonstrating the versatility of the technique.

Protein Translation and Alignment

  • From five host sources, 146 sequences of the 645bp mdh fragment were translated into protein sequence and aligned.
  • They identified seven unique Mdh protein sequences containing eight polymorphic sites. Six of these sites were in the NAD+ binding domain and two were in the catalytic domain.
  • Interestingly, none of the non-silent mutations of the Mdh protein were found in the 150bp mdh target.

Conclusion and Comparison with Established Methods

  • The researchers conclude by highlighting the advantages and disadvantages of their assay compared to established microbial source tracking methods.

Cite This Article

APA
Ivanetich KM, Hsu PH, Wunderlich KM, Messenger E, Walkup WG, Scott TM, Lukasik J, Davis J. (2006). Microbial source tracking by DNA sequence analysis of the Escherichia coli malate dehydrogenase gene. J Microbiol Methods, 67(3), 507-526. https://doi.org/10.1016/j.mimet.2006.04.026

Publication

ISSN: 0167-7012
NlmUniqueID: 8306883
Country: Netherlands
Language: English
Volume: 67
Issue: 3
Pages: 507-526

Researcher Affiliations

Ivanetich, Kathryn M
  • University of California San Francisco, Biomolecular Resource Center and Department of Pharmaceutical Chemistry, Surge 104, 90 Medical Center Way, San Francisco, CA 94143-0541, USA. Kathryn.Ivanetich@ucsf.edu
Hsu, Pei-hsin
    Wunderlich, Kathleen M
      Messenger, Evan
        Walkup, Ward G
          Scott, Troy M
            Lukasik, Jerzy
              Davis, Jerry

                MeSH Terms

                • Animals
                • Bacterial Typing Techniques
                • Base Sequence
                • Catalytic Domain / genetics
                • Charadriiformes / microbiology
                • Deer / microbiology
                • Dogs
                • Escherichia coli / classification
                • Escherichia coli / genetics
                • Escherichia coli / isolation & purification
                • Escherichia coli Infections / microbiology
                • Escherichia coli Proteins / chemistry
                • Escherichia coli Proteins / genetics
                • Feces / microbiology
                • Genes, Bacterial
                • Horses / microbiology
                • Humans
                • Malate Dehydrogenase / chemistry
                • Malate Dehydrogenase / genetics
                • Molecular Epidemiology / methods
                • Molecular Sequence Data
                • Mutation
                • Polymorphism, Genetic
                • Protein Structure, Tertiary
                • Reproducibility of Results
                • Sensitivity and Specificity
                • Sequence Analysis, DNA
                • Sequence Homology, Nucleic Acid

                Citations

                This article has been cited 2 times.
                1. Sen K, Berglund T, Soares MA, Taheri B, Ma Y, Khalil L, Fridge M, Lu J, Turner RJ. Antibiotic Resistance of E. coli Isolated From a Constructed Wetland Dominated by a Crow Roost, With Emphasis on ESBL and AmpC Containing E. coli. Front Microbiol 2019;10:1034.
                  doi: 10.3389/fmicb.2019.01034pubmed: 31156579google scholar: lookup
                2. Kishinhi SS, Tchounwou PB, Farah IO. Molecular Approach to Microbiological Examination of Water Quality in the Grand Bay National Estuarine Research Reserve (NERR) in Mississippi, USA. Environ Health Insights 2013;7:33-41.
                  doi: 10.4137/EHI.S11455pubmed: 23761974google scholar: lookup