Seasonal variation in an acid mine drainage microbial community.

Environmental oxidation and microbial metabolism drive production of acid mine drainage (AMD). Understanding changes in the microbial community, due to geochemical and seasonal characteristics, is fundamental to AMD monitoring and remediation. Using direct sequencing of the 16S and 18S rRNA genes to identify bacterial, archaeal, and eukaryotic members of the microbial community at an AMD site in Northern Ontario, Canada, we found a dynamic community varying significantly across winter and summer sampling times. Community composition was correlated with physical and chemical properties, including water temperature, pH, conductivity, winter ice thickness, and metal concentrations. Within Bacteria, Acidithiobacillus was the dominant genus during winter (11%-57% of sequences) but Acidiphilium was dominant during summer (47%-87%). Within Eukarya, Chrysophyceae (1.5%-94%) and Microbotrymycetes (8%-92%) dominated the winter community, and LKM11 (4%-62%) and Chrysophyceae (25%-87%) the summer. There was less diversity and variability within the Archaea, with similar summer and winter communities mainly comprising Thermoplasmata (33%-64%) and Thermoprotei (5%-20%) classes but also including a large portion of unclassified reads (∼40%). Overall, the active AMD community varied significantly between winter and summer, with changing community profiles closely correlated to specific differences in AMD geochemical and physical properties, including pH, water temperature, ice thickness, and sulfate and metal concentrations.

Characterization of the microbial acid mine drainage microbial community using culturing and direct sequencing techniques.

We characterized the bacterial community from an AMD tailings pond using both classical culturing and modern direct sequencing techniques and compared the two methods. Acid mine drainage (AMD) is produced by the environmental and microbial oxidation of minerals dissolved from mining waste. Surprisingly, we know little about the microbial communities associated with AMD, despite the fundamental ecological roles of these organisms and large-scale economic impact of these waste sites. AMD microbial communities have classically been characterized by laboratory culturing-based techniques and more recently by direct sequencing of marker gene sequences, primarily the 16S rRNA gene. In our comparison of the techniques, we find that their results are complementary, overall indicating very similar community structure with similar dominant species, but with each method identifying some species that were missed by the other. We were able to culture the majority of species that our direct sequencing results indicated were present, primarily species within the Acidithiobacillus and Acidiphilium genera, although estimates of relative species abundance were only obtained from direct sequencing. Interestingly, our culture-based methods recovered four species that had been overlooked from our sequencing results because of the rarity of the marker gene sequences, likely members of the rare biosphere. Further, direct sequencing indicated that a single genus, completely missed in our culture-based study, Legionella, was a dominant member of the microbial community. Our results suggest that while either method does a reasonable job of identifying the dominant members of the AMD microbial community, together the methods combine to give a more complete picture of the true diversity of this environment.

Molecular evolution of teleost neural isozymes.

Isozymes, homologous enzymes coded by separate loci within a genome, present interesting systems for examining molecular and functional divergence through natural selection. Isozyme pairs for a number of metabolic enzymes, including Triosephosphate isomerase (Tpi), Malate dehydrogenase (Mdh), Phosphoglucose isomerase (Pgi), and Guanylate kinase (Guk), appear to all result from a single, large duplication event early in teleost evolution. These small gene families include two forms, a generally expressed form with no apparent charge and a neurally expressed form with a pronounced negative charge although the canalization of expression of the second form varies across families. Using ancestral sequence reconstructions and standard comparisons of rates of nonsynonymous and synonymous change, combined with the examination of the specific amino acid changes observed and predicted we examined the evolution of the Tpi and Guk families using all available vertebrate sequences and all four families using a smaller, common, dataset. We find that post-duplication, the neural Tpi and Guk isozymes evolved through similar periods of positive selection as evidenced by elevated rates of nonsynonymous change and accumulation of negative amino acids. Over the same evolutionary period our analysis suggests that Mdh and Pgi isozymes appear to have evolved under a less divergent pattern of selection. These distinct results likely reflect functional differences between the isozymes, possibly a result of differences in expression patterns.