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108


A genomic bias for genotype-environment interactions in C. elegans

Grishkevich, Vladislav; Ben-Elazar, Shay; Hashimshony, Tamar; Schott, Daniel H; Hunter, Craig P; Yanai, Itai
The phenotype of an organism is determined by its genotype and environment. An interaction between these two arises from the differential effect of the environment on gene expression in distinct genotypes; however, the genomic properties identifying these are not well understood. Here we analyze the transcriptomes of five C. elegans strains (genotype) cultivated in five growth conditions (environment), and find that highly regulated genes, as distinguished by intergenic lengths, motif concentration, and expression levels, are particularly biased toward genotype-environment interactions. Sequencing these strains, we find that genes with expression variation across genotypes are enriched for promoter single-nucleotide polymorphisms (SNPs), as expected. However, genes with genotype-environment interactions do not significantly differ from background in terms of their promoter SNPs. Collectively, these results indicate that the highly regulated nature of particular genes predispose them for exhibiting genotype-environment interaction as a consequence of changes to upstream regulators. This observation may provide a deeper understanding into the origin of the extraordinary gene expression diversity present in even closely related species.
PMCID:3397417
PMID: 22669615
ISSN: 1744-4292
CID: 2049982

Developmental milestones punctuate gene expression in the Caenorhabditis embryo

Levin, Michal; Hashimshony, Tamar; Wagner, Florian; Yanai, Itai
A fundamental question in developmental biology relates to the connection between morphological stages and their underlying molecular activity. Here we demonstrate that, at the molecular level, embryonic development in five Caenorhabditis species proceeds through two distinct milestones in which the transcriptome is resistant to differences in species-specific developmental timings. By comparing the complete protein-coding transcriptomes of individually timed embryos across ten morphological markers, we found that developmental milestones can be characterized by their expression dynamics and activation of key developmental regulators. This approach led us to discover the nematode phylotypic stage and to show that in chordates and arthropods it is represented as two distinct stages, suggesting that animal body plans might evolve by uncoupling and elaboration on formerly synchronous processes.
PMID: 22560298
ISSN: 1878-1551
CID: 2049992

Toward an unbiased evolutionary platform for unraveling Xenopus developmental gene networks

Beer, Ronny; Wagner, Florian; Grishkevich, Vladislav; Peshkin, Leonid; Yanai, Itai
The availability of both the Xenopus tropicalis genome and the soon to be released Xenopus laevis genome provides a solid foundation for Xenopus developmental biologists. The Xenopus community has presently amassed expression data for approximately 2,300 genes in the form of published images collected in the Xenbase, the principal Xenopus research database. A few of these genes have been examined in both X. tropicalis and X. laevis and the cross-species comparison has been proven invaluable for studying gene function. A recently published work has yielded developmental expression profiles for the majority of Xenopus genes across fourteen developmental stages spanning the blastula, gastrula, neurula, and the tail-bud. While this data was originally queried for global evolutionary and developmental principles, here we demonstrate its general use for gene-level analyses. In particular, we present the accessibility of this dataset through Xenbase and describe biases in the characterized genes in terms of sequence and expression conservation across the two species. We further indicate the advantage of examining coexpression for gene function discovery relating to developmental processes conserved across species. We suggest that the integration of additional large-scale datasets--comprising diverse functional data--into Xenbase promises to provide a strong foundation for researchers in elucidating biological processes including the gene regulatory programs encoding development.
PMID: 21956895
ISSN: 1526-968x
CID: 2050002

A novel lineage of myoviruses infecting cyanobacteria is widespread in the oceans

Sabehi, Gazalah; Shaulov, Lihi; Silver, David H; Yanai, Itai; Harel, Amnon; Lindell, Debbie
Viruses infecting bacteria (phages) are thought to greatly impact microbial population dynamics as well as the genome diversity and evolution of their hosts. Here we report on the discovery of a novel lineage of tailed dsDNA phages belonging to the family Myoviridae and describe its first representative, S-TIM5, that infects the ubiquitous marine cyanobacterium, Synechococcus. The genome of this phage encodes an entirely unique set of structural proteins not found in any currently known phage, indicating that it uses lineage-specific genes for virion morphogenesis and represents a previously unknown lineage of myoviruses. Furthermore, among its distinctive collection of replication and DNA metabolism genes, it carries a mitochondrial-like DNA polymerase gene, providing strong evidence for the bacteriophage origin of the mitochondrial DNA polymerase. S-TIM5 also encodes an array of bacterial-like metabolism genes commonly found in phages infecting cyanobacteria including photosynthesis, carbon metabolism and phosphorus acquisition genes. This suggests a common gene pool and gene swapping of cyanophage-specific genes among different phage lineages despite distinct sets of structural and replication genes. All cytosines following purine nucleotides are methylated in the S-TIM5 genome, constituting a unique methylation pattern that likely protects the genome from nuclease degradation. This phage is abundant in the Red Sea and S-TIM5 gene homologs are widespread in the oceans. This unusual phage type is thus likely to be an important player in the oceans, impacting the population dynamics and evolution of their primary producing cyanobacterial hosts.
PMCID:3277518
PMID: 22308387
ISSN: 1091-6490
CID: 2050012

Core promoter T-blocks correlate with gene expression levels in C. elegans

Grishkevich, Vladislav; Hashimshony, Tamar; Yanai, Itai
Core promoters mediate transcription initiation by the integration of diverse regulatory signals encoded in the proximal promoter and enhancers. It has been suggested that genes under simple regulation may have low-complexity permissive promoters. For these genes, the core promoter may serve as the principal regulatory element; however, the mechanism by which this occurs is unclear. We report here a periodic poly-thymine motif, which we term T-blocks, enriched in occurrences within core promoter forward strands in Caenorhabditis elegans. An increasing number of T-blocks on either strand is associated with increasing nucleosome eviction. Strikingly, only forward strand T-blocks are correlated with expression levels, whereby genes with >/=6 T-blocks have fivefold higher expression levels than genes with
PMCID:3083087
PMID: 21367940
ISSN: 1549-5469
CID: 2050022

Mapping gene expression in two Xenopus species: evolutionary constraints and developmental flexibility

Yanai, Itai; Peshkin, Leonid; Jorgensen, Paul; Kirschner, Marc W
Changes in gene expression are thought to be important for morphological evolution, though little is known about the nature or magnitude of the differences. Here, we examine Xenopus laevis and Xenopus tropicalis, two amphibians with very similar development, and ask how their transcriptomes compare. Despite separation for ~30-90 million years, there is strong conservation in gene expression in the vast majority of the expressed orthologs. Significant changes occur in the level of gene expression but changes in the timing of expression (heterochrony) were much less common. Differences in level were concentrated in the earliest embryonic stages. Changes in timing were prominently found in pathways that respond to selective features of the environment. We propose that different evolutionary rates across developmental stages may be explained by the stabilization of cell fate determination in the later stages.
PMCID:3118554
PMID: 21497761
ISSN: 1878-1551
CID: 2050032

Revealing developmental networks by comparative transcriptomics

Hashimshony, Tamar; Yanai, Itai
Metazoan development relies upon the precise control of the genome's expression. This enables different cells in the animal to have different properties, despite having the same genetic material, and different animals to have different morphologies despite sharing developmental genes. However, near-identical organisms may have different overall genomic content, suggesting that the mechanisms by which evolution of the phenotype proceeds on a global level are not well understood. We review here recent works that have discovered a tremendous amount of variation between the developmental transcriptomes of both closely and distantly related organisms. It is evident that the evolution of regulatory programs occurs at a rapid rate comparable to that of other genomic processes. Distinguishing the selective pressures on each regulatory element will thus be crucial towards understanding its functional relevance. We propose that such a comparative approach is most suited to the identification of unifying principles in cell fate specification and differentiation in the animal embryo.
PMCID:3023577
PMID: 21326891
ISSN: 2154-1272
CID: 2050042

Comparison of diverse developmental transcriptomes reveals that coexpression of gene neighbors is not evolutionarily conserved

Yanai, Itai; Hunter, Craig P
Genomic analyses have shown that adjacent genes are often coexpressed. However, it remains unclear whether the observed coexpression is a result of functional organization or a consequence of adjacent active chromatin or transcriptional read-through, which may be free of selective biases. Here, we compare temporal expression profiles of one-to-one orthologs in conserved or divergent genomic positions in two genetically distant nematode species-Caenorhabditis elegans and C. briggsae-that share a near-identical developmental program. We find, for all major patterns of temporal expression, a substantive amount of gene expression divergence. However, this divergence is not random: Genes that function in essential developmental processes show less divergence than genes whose functions are not required for viability. Coexpression of gene neighbors in either species is highly divergent in the other, in particular when the neighborhood is not conserved. Interestingly, essential genes appear to maintain their expression profiles despite changes in neighborhoods suggesting exposure to stronger selection. Our results suggest that a significant fraction of the coexpression observed among gene neighbors may be accounted for by neutral processes, and further that these may be distinguished by comparative gene expression analyses.
PMCID:2792179
PMID: 19745112
ISSN: 1549-5469
CID: 2050052

Getting started in gene expression microarray analysis

Slonim, Donna K; Yanai, Itai
PMCID:2762517
PMID: 19876380
ISSN: 1553-7358
CID: 2050062

Pairing of competitive and topologically distinct regulatory modules enhances patterned gene expression

Yanai, Itai; Baugh, L Ryan; Smith, Jessica J; Roehrig, Casey; Shen-Orr, Shai S; Claggett, Julia M; Hill, Andrew A; Slonim, Donna K; Hunter, Craig P
Biological networks are inherently modular, yet little is known about how modules are assembled to enable coordinated and complex functions. We used RNAi and time series, whole-genome microarray analyses to systematically perturb and characterize components of a Caenorhabditis elegans lineage-specific transcriptional regulatory network. These data are supported by selected reporter gene analyses and comprehensive yeast one-hybrid and promoter sequence analyses. Based on these results, we define and characterize two modules composed of muscle- and epidermal-specifying transcription factors that function together within a single cell lineage to robustly specify multiple cell types. The expression of these two modules, although positively regulated by a common factor, is reliably segregated among daughter cells. Our analyses indicate that these modules repress each other, and we propose that this cross-inhibition coupled with their relative time of induction function to enhance the initial asymmetry in their expression patterns, thus leading to the observed invariant gene expression patterns and cell lineage. The coupling of asynchronous and topologically distinct modules may be a general principle of module assembly that functions to potentiate genetic switches.
PMCID:2267734
PMID: 18277379
ISSN: 1744-4292
CID: 2050072