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Superiority of network motifs over optimal networks and an application to the revelation of gene network evolution.

MOTIVATION: Estimating the network of regulative interactions between genes from gene expression measurements is a major challenge. Recently, we have shown that for gene networks of up to around 35 genes, optimal network models can be computed. However, even optimal gene network models will in general contain false edges, since the expression data will not unambiguously point to a single network. RESULTS: In order to overcome this problem, we present a computational method to enumerate the most likely m networks and to extract a widely common subgraph (denoted as gene network motif) from these. We apply the method to bacterial gene expression data and extensively compare estimation results to knowledge. Our results reveal that gene network motifs are in significantly better agreement to biological knowledge than optimal network models. We also confirm this observation in a series of estimations using synthetic microarray data and compare estimations by our method with previous estimations for yeast. Furthermore, we use our method to estimate similarities and differences of the gene networks that regulate tryptophan metabolism in two related species and thereby demonstrate the analysis of gene network evolution. AVAILABILITY: Commercial license negotiable with Gene Networks Inc. (cherkis@gene-networks.com) CONTACT: sascha-ott@gmx.net

Algorithms↗

Collagen gene construction and evolution.

Collagen genes appear to have been assembled by the tandem repetition of homologous primary (9 base pair), secondary (54 base pair), and tertiary (702 base pair) modules. In vertebrate interstitial collagen genes many of the secondary modules are separated by introns, but in invertebrate collagen genes the non-coding sequences lie near the ends of supposed tertiary modules and are therefore about 702 (54 X 13) base pairs apart. The genes for vertebrate interstitial collagens (types I-III) seem to have been constructed by the tandem repetition of five tertiary modules, three of which were subsequently shortened by internal deletions. This shortening of the gene resulted in the non-integral relationship between the period of the fibrils and the length of the molecules of vertebrate collagens, and was therefore responsible for the mechanical properties of the completed product. Comparisons of the amino acid sequences of various collagens indicate that the main types of collagen evolved about 800-900 million years ago, a date that agrees well with the fossil record of primitive Metazoa.

Animals↗

Using comparative genomic data to test for fast-X evolution.

Genes may acquire nonsynonymous substitutions more rapidly when X-linked than when autosomal, but evidence for "fast-X evolution" has been elusive. Fast-X evolution could explain the disproportionate contribution of X-linked genes to hybrid sterility and other traits. Here, we use a comparative genomic approach, with sequences of 30-110 genes in four Drosophila species, to test for fast-X evolution. Specifically, the 3L autosome arm in D. melanogaster and D. simulans is homologous to the right arm of the X chromosome in D. pseudoobscura and D. miranda. We executed two paired comparisons to determine how often genes on this chromosome arm exhibit higher rates of nonsynonymous substitution in the D. pseudoobscura species group, as predicted by fast-X evolution. We found a statistically significant pattern consistent with fast-X evolution in one comparison and a similar trend in the other comparison. Variation in functional constraints across genes may have masked the signature of fast-X evolution in some previous studies, and we conclude paired comparisons are more powerful for examining rates of evolution of genes when X-linked over autosomal.

Animals↗

Organization, expression and evolution of a disease resistance gene cluster in soybean.

PCR amplification was previously used to identify a cluster of resistance gene analogues (RGAs) on soybean linkage group J. Resistance to powdery mildew (Rmd-c), Phytophthora stem and root rot (Rps2), and an ineffective nodulation gene (Rj2) map within this cluster. BAC fingerprinting and RGA-specific primers were used to develop a contig of BAC clones spanning this region in cultivar "Williams 82" [rps2, Rmd (adult onset), rj2]. Two cDNAs with homology to the TIR/NBD/LRR family of R-genes have also been mapped to opposite ends of a BAC in the contig Gm_Isb001_091F11 (BAC 91F11). Sequence analyses of BAC 91F11 identified 16 different resistance-like gene (RLG) sequences with homology to the TIR/NBD/LRR family of disease resistance genes. Four of these RLGs represent two potentially novel classes of disease resistance genes: TIR/NBD domains fused inframe to a putative defense-related protein (NtPRp27-like) and TIR domains fused inframe to soybean calmodulin Ca(2+)-binding domains. RT-PCR analyses using gene-specific primers allowed us to monitor the expression of individual genes in different tissues and developmental stages. Three genes appeared to be constitutively expressed, while three were differentially expressed. Analyses of the R-genes within this BAC suggest that R-gene evolution in soybean is a complex and dynamic process.

Amino Acid Sequence↗

Tarsius delta- and beta-globin genes: conversions, evolution, and systematic implications.

Comparisons between duplicated genes have shown that gene conversions play an important role in the evolution of multigene families. Previous comparisons have documented in the recently duplicated gamma-fetal globin genes of catarrhine primates, over 15 separate conversions affecting extensive stretches of coding and noncoding sequences. In the present study, delta- and beta- globin genes from a lower primate Tarsius syrichta, and the delta-globin gene of the Asian great ape, Pongo pygmaeus, have been isolated and sequenced. Comparisons of these sequences with other primate delta and beta sequences confirmed a previously reported conversion in an anthropoid ancestor and revealed additional conversions in basal primate, stem haplorhine, tarsier, and early lemur lineages. Conversions found between primate delta- and beta-globin genes contrast with those found in the gamma-genes in that delta-beta conversions appear much less frequently and are more restricted to regions conserved by selection (i.e. coding and 5'-regulatory sequences). These differences indicate that soon after a duplication occurs, conversions can be quite frequent and encompass extensive portions of the duplicated region. With time, sequence differences accumulate, particularly in noncoding regions, and limit both the frequency and size of the conversions. Sequences conserved by selection accumulate differences more slowly and are therefore subject to gene conversions for a longer period of time. Both unconverted and converted sequences were consistent in supporting the placement of tarsier with anthropoids.

Animals↗

[Homology and evolution of gene order: a simple method for testing a hypothesis on the nature of this evolution].

A method of testing various hypotheses concerning the mechanisms of evolution of gene order is suggested. Estimating the possibility of constructing an evolutionary tree that reflects the observed similarity between gene orders studied is proposed, provided that the distances between gene orders correspond to estimations obtained on the basis of the hypothesis tested. The required IBM PC software was developed. It was found that gene orders of the mouse, rabbit, cow, cat, lemur, capuchin monkey, rhesus monkey, gorilla, chimpanzee, and man could be readily interpreted in terms of the simplest ("map") model of transformation of these orders.

Animals↗

[Homology and evolution of gene orders: combinatorial measure of synteny group similarity and simulation of the evolution process].

Combinatorial measure of synteny group similarity allowing quantitative comparison of evolutional divergence of genomes with the known distribution of homologous genes along the chromosomes is proposed. Computer simulation of chromosome evolution process resulting in gene localization changes was performed. It is sufficient to fix about 50 large rearrangements, like chromosome breakages, fusions and translocations for disappearance of significant similarity between the daughter and parental genomes, in respect of gene distribution in synteny groups.

Biological Evolution↗

[Hox genes, developmental evolution and the origin of vertebrates].

Homeobox genes comprise a diverse multigene family encoding transcription factors, many of which are key control genes in early development. The roles of several homeobox gene subfamilies have been widely conserved through animal evolution, but there are detailed differences in homeobox gene number, genomic organisation and gene expression between taxa. We have compared Hox and other homebox genes between vertebrates and their closest living relatives, Amphioxus. The results suggest that after evolutionary divergence of these two lineages, homeobox and other genes were duplicated in the lineage leading to vertebrates, but that Amphioxus retained the archetypal homeobox gene organisation. We suggest that prior to vertebrate origins there was an intense phase of gene duplication, followed by recruitment of new developmental control genes to new roles. These genetic changes may have permitted the evolution of novel developmental and anatomical characters, and the origin of vertebrates.

Animals↗

Estimating the tempo and mode of gene family evolution from comparative genomic data.

Comparison of whole genomes has revealed that changes in the size of gene families among organisms is quite common. However, there are as yet no models of gene family evolution that make it possible to estimate ancestral states or to infer upon which lineages gene families have contracted or expanded. In addition, large differences in family size have generally been attributed to the effects of natural selection, without a strong statistical basis for these conclusions. Here we use a model of stochastic birth and death for gene family evolution and show that it can be efficiently applied to multispecies genome comparisons. This model takes into account the lengths of branches on phylogenetic trees, as well as duplication and deletion rates, and hence provides expectations for divergence in gene family size among lineages. The model offers both the opportunity to identify large-scale patterns in genome evolution and the ability to make stronger inferences regarding the role of natural selection in gene family expansion or contraction. We apply our method to data from the genomes of five yeast species to show its applicability.

Evolution, Molecular↗

Gene conversion and the evolution of protocadherin gene cluster diversity.

The synaptic cell adhesion molecules encoded by the protocadherin gene cluster are hypothesized to provide a molecular code involved in the generation of synaptic complexity in the developing brain. Variation in copy number and sequence content of protocadherin cluster genes among vertebrate species could reflect adaptive differences in protocadherin function. We have completed an analysis of zebrafish protocadherin cluster genes. Zebrafish have two unlinked protocadherin clusters, DrPcdh1 and DrPcdh2. Like mammalian protocadherin clusters, DrPcdh1 has both alpha and gamma variable and constant region exons. A consensus protocadherin promoter motif sequence identified in mammals is also conserved in zebrafish. Few orthologous relationships, however, are apparent between zebrafish and mammalian protocadherin proteins. Here we show that protocadherin cluster genes in human, mouse, rat, and zebrafish are subject to striking gene conversion events. These events are restricted to regions of the coding sequence, particularly the coding sequences of ectodomain 6 and the cytoplasmic domain. Diversity among paralogs is restricted to particular ectodomains that are excluded from conversion events. Conversion events are also strongly correlated with an increase in third-position GC content. We propose that the combination of lineage-specific duplication, restricted gene conversion, and adaptive variation in diversified ectodomains drives vertebrate protocadherin cluster evolution.

Animals↗

Dual nature of the genome: genes for the individual life and genes for the evolutionary progress of the population.

Biological evolution is here postulated to be driven coordinately by the products of specific evolution genes and by non-genetic elements such as the intrinsic properties of matter and random encounter with environmental factors. Evolution genes are supposed to have their own evolutionary history in which second-order selection was exerted at the population level. The products of evolution genes can act as generators of genetic variations and/or as modulators of the frequency of genetic variation. Three major natural strategies, each with a number of specific mechanisms contribute to the overall spontaneous production of genetic variants. Each of these three strategies contributes its own specific quality to genetic variation. The difficulties of experimentally investigating these strategies and a wider discussion of some of the postulates within the scientific community are outlined. Finally, the general relevance of the postulated duality of the genome for our world view is briefly mentioned.

Animals↗

Evolution after gene duplication: models, mechanisms, sequences, systems, and organisms.

Gene duplication is postulated to have played a major role in the evolution of biological novelty. Here, gene duplication is examined across levels of biological organization in an attempt to create a unified picture of the mechanistic process by which gene duplication can have played a role in generating biodiversity. Neofunctionalization and subfunctionalization have been proposed as important processes driving the retention of duplicate genes. These models have foundations in population genetic theory, which is now being refined by explicit consideration of the structural constraints placed upon genes encoding proteins through physical chemistry. Further, such models can be examined in the context of comparative genomics, where an integration of gene-level evolution and species-level evolution allows an assessment of the frequency of duplication and the fate of duplicate genes. This process, of course, is dependent upon the biochemical role that duplicated genes play in biological systems, which is in turn dependent upon the mechanism of duplication: whole genome duplication involving a co-duplication of interacting partners vs. single gene duplication. Lastly, the role that these processes may have played in driving speciation is examined.

Animals↗

Boundaries of gene conversion within the duplicated human alpha-globin genes. Concerted evolution by segmental recombination.

The human adult alpha-globin genes, alpha 1 and alpha 2, are embedded in homologous duplication units, each of which spans approximately 4 kilobase pairs of chromosomal DNA. Previous studies established that the 3'-ends of the duplication units are located adjacent to the polyadenylation sites of the two genes. We have now determined the 5'-boundary of the homology which includes both the structural genes and their upstream sequences. The 5'-flanking regions of alpha 1 and alpha 2 are perfectly homologous for 868 base pairs, with the exception of two single nucleotide differences. This is in contrast to the considerable divergence of the 3'-ends of these loci. Since the alpha-genes undergo concerted evolution by homologous unequal crossing over and/or gene conversion, the presence of adjacent regions with different degrees of homology indicates that this process is segmental. Furthermore, we have determined that an alpha-thal-2 gene, a variant alpha-globin allele resulting from unequal crossing over between normal alpha 1 and alpha 2 genes, has a mosaic arrangement of parental sequences. This patchwork structure may have arisen from a single recombination event which was limited in both the 5' and 3' directions by flanking non-homologies and in which mismatch repair occurred in a heteroduplex intermediate. Unequal crossing over and gene conversion of this type may effect the segmental concerted evolution of the human alpha-globin locus. Restriction mapping of additional alpha-thal-2 genes and of the reciprocal triplicated alpha-gene complex was consistent with this hypothesis.

Adult↗

Evolution of gene expression in the Drosophila melanogaster subgroup.

Little is known about broad patterns of variation and evolution of gene expression during any developmental process. Here we investigate variation in genome-wide gene expression among Drosophila simulans, Drosophila yakuba and four strains of Drosophila melanogaster during a major developmental transition--the start of metamorphosis. Differences in gene activity between these lineages follow a phylogenetic pattern, and 27% of all of the genes in these genomes differ in their developmental gene expression between at least two strains or species. We identify, on a gene-by-gene basis, the evolutionary forces that shape this variation and show that, both within the transcriptional network that controls metamorphosis and across the whole genome, the expression changes of transcription factor genes are relatively stable, whereas those of their downstream targets are more likely to have evolved. Our results demonstrate extensive evolution of developmental gene expression among closely related species.

Algorithms↗

Role of Pax genes in eye evolution: a cnidarian PaxB gene uniting Pax2 and Pax6 functions.

PaxB from Tripedalia cystophora, a cubomedusan jellyfish possessing complex eyes (ocelli), was characterized. PaxB, the only Pax gene found in this cnidarian, is expressed in the larva, retina, lens, and statocyst. PaxB contains a Pax2/5/8-type paired domain and octapeptide, but a Pax6 prd-type homeodomain. Pax2/5/8-like properties of PaxB include a DNA binding specificity of the paired domain, activation and inhibitory domains, and the ability to rescue spa(pol), a Drosophila Pax2 eye mutant. Like Pax6, PaxB activates jellyfish crystallin and Drosophila rhodopsin rh6 promoters and induces small ectopic eyes in Drosophila. Pax6 has been considered a "master" control gene for eye development. Our data suggest that the ancestor of jellyfish PaxB, a PaxB-like protein, was the primordial Pax protein in eye evolution and that Pax6-like genes evolved in triploblasts after separation from Cnidaria, raising the possibility that cnidarian and sophisticated triploblastic eyes arose independently.

Amino Acid Sequence↗

Retrotransposons in the flanking regions of normal plant genes: a role for copia-like elements in the evolution of gene structure and expression.

The wx-K mutation results from the insertion of a copia-like retrotransposon into exon 12 of the maize waxy gene. This retrotransposon, named Hopscotch, has one long open reading frame encoding all of the domains required for transposition. Computer-assisted database searches using Hopscotch and other plant copia-like retroelements as query sequences have revealed that ancient, degenerate retrotransposon insertions are found in close proximity to 21 previously sequenced plant genes. The data suggest that these elements may be involved in gene duplication and the regulation of gene expression. Similar searches using the Drosophila retrotransposon copia did not reveal any retrotransposon-like sequences in the flanking regions of animal genes. These results, together with the recent finding that reverse-transcriptase sequences characteristic of copia-like elements are ubiquitous and diverse in plants, suggest that copia-like retrotransposons are an ancient component of plant genomes.

Amino Acid Sequence↗

[Induction of repetitive nucleotide sequences. The probable mechanisms of genome evolution and gene conversion].

In the preselected site of pBR322 plasmid DNA related to the Tcr gene mutations were induced by the complementary single-stranded DNA restricts carrying alkylating groups. The alterations of the DNA primary structure in the mutagenized site were studied. It was found and that in the majority of mutants with the impaired Tcr gene function, the tandem direct repeats appeared. The repeats of 7-8 base pairs were localized in a fixed site of the Tcr gene, downstream of the palindrome. It is suggested that tandem repeats appear as a result of D-loops formation when single-stranded DNA forms a hairpin structure, due to the presence of palindromes. In the light of this notion, the tentative schemes of gene conversion and genome evolution are discussed.

Base Sequence↗

Comparative analysis of complete genomes reveals gene loss, acquisition and acceleration of evolutionary rates in Metazoa, suggests a prevalence of evolution via gene acquisition and indicates that the evolutionary rates in animals tend to be conserved.

In this study we systematically examined the differences between the proteomes of Metazoa and other eukaryotes. Metazoans (Homo sapiens, Ceanorhabditis elegans and Drosophila melanogaster) were compared with a plant (Arabidopsis thaliana), fungi (Saccharomyces cerevisiae and Schizosaccaromyces pombe) and Encephalitozoan cuniculi. We identified 159 gene families that were probably lost in the Metazoan branch and 1263 orthologous families that were specific to Metazoa and were likely to have originated in their last common ancestor (LCA). We analyzed the evolutionary rates of pan-eukaryotic protein families and identified those with higher rates in animals. The acceleration was shown to occur in: (i) the LCA of Metazoa or (ii) independently in the Metazoan phyla. A high proportion of the accelerated Metazoan protein families was found to participate in translation and ribosome biogenesis, particularly mitochondrial. By functional analysis we show that no metabolic pathway in animals evolved faster than in other organisms. We conclude that evolution in the LCA of Metazoa was extensive and proceeded largely by gene duplication and/or invention rather than by modification of extant proteins. Finally, we show that the rate of evolution of a gene family in animals has a clear, but not absolute, tendency to be conserved.

Animals↗