
Functional screening of soil metagenomic libraries
Most of the genomes of environmental microorganisms are inaccessible because they cannot be cultured in the lab by standard techniques. However, we can access the genomes of these unculturable organisms by extracting DNA directly from environmental samples and creating metagenomic DNA libraries. Using this approach, DNA from thousands of environmental microbes can be functionally screened for a variety of abilities. We are pursuing 2 different strategies to create and functionally screen environmental DNA libraries.
Using standard methods to functionally screen DNA libraries in an E. coli host, we are investigating the antibiotic resistance mechanisms coded in uncultured soil microorganisms. In particular, we have identified sequences from an environmental DNA library that allow growth of an E. coli host in the presence of 6 different antibiotics that function by targeting varied cellular pathways. We have found new sequences coding for many families of antibiotic resistance proteins including the antibiotic modifying enzymes rifampin ADP-ribosylases and aminoglycoside acetyltransferases, transporter proteins that are able to pump antibiotics out of the cell, as well as proteins like dihydrofolate reductases that are able to evade antibiotics when exogenously expressed in E. coli. We hope to use these new sequences to learn more about the evolution and functions of these protein families.
We are additionally interested in developing new ways to screen environmental DNA libraries in order to overcome the limitations associated with functional screening in a laboratory host. Standard screening requires that a heterologously expressed protein is functional in the host bacteria, and also requires the availability of an assay to test the function of interest on a large scale. Cloning an environmental DNA library into a phage backbone and screening the phage library via affinity selection would allow more permissive and efficient screening since protein domains that bind to a substrate of interest could be recovered without relying on the function of the encoded protein in a foreign host. This screening strategy will be widely applicable to a variety of binding and catalytic functions. We hope to use affinity selection of a metagenomic phage display library to search for antibiotic resistance proteins and inhibitors of these resistance proteins.

Figure 1. We are using two strategies to functionally screen soil metagenomic DNA libraries.
Figure 2. Antibiotic resistance profiling of a soil metagenomic library. A. Number of resistant clones recovered against each antibiotic. A library of 1.4e06 clones with an average insert size of 1.5 kb was screened against 6 antibiotics. A total of 41 resistant clones have been identified. B. Distribution of amino acid identities for 41 resistance genes recovered from soil samples compared to the most similar gene from any organism in GenBank.
•Kelly McGarvey (former lab member)
Functional chromosomal interactions
The topologies and spatial relationships of eukaryotic chromosomes are poorly understood. Together with the labs of Tony Blau, Bill Noble and Jay Shendure at the University of Washington, we developed a high-throughput method to globally capture intra- and inter-chromosomal interactions, and applied it to generate a map at kilobase resolution of the haploid genome of the budding yeast Saccharomyces cerevisiae. The map recapitulates known features of genome organization, thereby validating the method, and identifies new features. Extensive regional and higher order folding of individual chromosomes is observed. Chromosome XII exhibits a striking conformation that implicates the nucleolus as a formidable barrier to interaction between DNA sequences at either end. Inter-chromosomal contacts are anchored by centromeres and include interactions among tRNA genes, among origins of early DNA replication and among sites where chromosomal breakpoints occur. Finally, we constructed a three-dimensional model of the yeast genome. Our findings provide a glimpse of the interface between the form and function of a eukaryotic genome.

Figure 1. Inter-chromosomal interactions. A, Circos diagram showing interactions between chromosome I and the remaining chromosomes. All 16 yeast chromosomes are aligned circumferentially, and arcs depict distinct inter-chromosomal interactions. Bold red hatch marks correspond to centromeres. B, Circos diagram, generated using the intra-chromosomal interactions depicting the distinct interactions between a small and a large chromosome (I and XIV, respectively). Most of the interactions between these two chromosomes primarily involve the entirety of chromosome I, and a distinct region of corresponding size on chromosome XIV.

Figure 2. Three-dimensional model of the yeast genome. Chromosomes are colored individually. Centromeres and telomeres are marked by lighter and darker red dots, respectively. All chromosomes cluster via centromeres at one pole of the nucleus (the area within the dashed oval), while chromosome XII extends outward toward the nucleolus, which is occupied by rDNA repeats (indicated by the white arrow). After exiting the nucleolus, the remainder of chromosome XII interacts with the long arm of chromosome IV.
•Kevin Schultz (former lab member)
Published Results:
Duan Z, Andronescu M, Schutz K, McIlwain S, Kim YJ, Lee C, Shendure J, Fields S, Blau CA, Noble WS. A three-dimensional model of the yeast genome. Nature. 2010 May 20;465(7296):363-7. download pdf
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