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PubMed2002

A covarion-based method for detecting molecular adaptation: application to the evolution of primate mitochondrial genomes.

A new method for detecting site-specific variation of evolutionary rate (the so-called covarion process) from protein sequence data is proposed. It involves comparing the maximum-likelihood estimates of the replacement rate of an amino acid site in distinct subtrees of a large tree. This approach allows detection of covarion at the gene or the amino acid levels. The method is applied to mammalian-mitochondrial-protein sequences. Significant covarion-like evolution is found in the (simian) primate lineage: some amino acid positions are fast-evolving (i.e. unconstrained) in non-primate mammals but slow-evolving (i.e. highly constrained) in primates, and some show the opposite pattern. Our results indicate that the mitochondrial genome of primates reached a new peak of the adaptive landscape through positive selection.

Animals↗
PubMed1999

Within- and between-species DNA sequence variation and the 'footprint' of natural selection.

Extensive DNA data emerging from genome-sequencing projects have revitalized interest in the mechanisms of molecular evolution. Although the contribution of natural selection at the molecular level has been debated for over 30 years, the relevant data and appropriate statistical methods to address this issue have only begun to emerge. This paper will first present the predominant models of neutral, nearly neutral, and adaptive molecular evolution. Then, a method to identify the role of natural selection in molecular evolution by comparing within- and between-species DNA sequence variation will be presented. Computer simulations show that such methods are powerful for detecting even very weak selection. Examination of DNA variation data within and between Drosophila species suggests that 'silent' sites evolve under a balance between weak selection and genetic drift. Simulated data also show that sequence comparisons are a powerful method to detect adaptive protein evolution, even when selection is weak or affects a small fraction of nucleotide sites. In the Drosophila data examined, positive selection appears to be a predominant force in protein evolution.

DNA↗
PubMed2003

Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES).

This paper presents a novel evolutionary optimization strategy based on the derandomized evolution strategy with covariance matrix adaptation (CMA-ES). This new approach is intended to reduce the number of generations required for convergence to the optimum. Reducing the number of generations, i.e., the time complexity of the algorithm, is important if a large population size is desired: (1) to reduce the effect of noise; (2) to improve global search properties; and (3) to implement the algorithm on (highly) parallel machines. Our method results in a highly parallel algorithm which scales favorably with large numbers of processors. This is accomplished by efficiently incorporating the available information from a large population, thus significantly reducing the number of generations needed to adapt the covariance matrix. The original version of the CMA-ES was designed to reliably adapt the covariance matrix in small populations but it cannot exploit large populations efficiently. Our modifications scale up the efficiency to population sizes of up to 10n, where n is the problem dimension. This method has been applied to a large number of test problems, demonstrating that in many cases the CMA-ES can be advanced from quadratic to linear time complexity.

Algorithms↗
PubMed1997

Cellular adaptation to drug exposure: evolution of the drug-resistant phenotype.

The efficacy of all chemotherapeutic agents is limited by the occurrence of drug resistance. For etoposide (VP-16), increased expression of MDR-1 or MRP and alterations in topoisomerase IIalpha have been shown to confer tolerance. To further understand resistance to VP-16, three sublines, designated MCF-7-VP17, ZR-75B-VP13, and MDA-MB-231-VP7, were initially isolated as single clones from parental cells by exposure to VP-16. Subsequently, a population of cells from each subline was exposed to 3-fold higher drug concentrations, allowing stable sublines to be established at higher extracellular drug concentrations. Characterization of the resistant sublines demonstrates the adaptation that occurs with advancing drug concentrations during in vitro selections. Reduced topoisomerase II mRNA and protein levels were observed in the initial isolates. This reduction was accompanied by a decrease in topoisomerase II activity and cellular growth rate and was associated with 6-314-fold resistance to topoisomerase II poisons. With advancing resistance, MRP expression increased and VP-16 accumulation decreased. This adaptation allowed for partial restoration of topoisomerase II activity as a result of increased expression (MCF-7-VP17 and ZR-75B-VP13) or hyperphosphorylation (MDA-MB-231-VP7), with a resultant increase in growth rate. In MDA-MB-231-VP7 cells, hyperphosphorylation coincided with increased casein kinase II mRNA and protein levels, suggesting a role for this kinase in the acquired hyperphosphorylation. In this cell line, hyperphosphorylation mediated the increased activity despite a fall in topoisomerase IIalpha protein levels secondary to an acquired 600-bp deletion in one topoisomerase IIalpha allele, which resulted in reduced protein levels. In all three sublines, high levels of resistance were attained as a result of synergism between the reduced topoisomerase IIalpha levels and MRP overexpression. These studies demonstrate how cellular adaptation to increasing drug pressure occurs and how more than one mechanism can contribute to the resistant phenotype when increasing selecting pressure is applied. Reduced expression of topoisomerase II is sufficient to confer substantial resistance early in the selection process, with synergy from MRP overexpression helping to confer high levels of resistance.

Antineoplastic Agents, Phytogenic↗
PubMed2001

The functional similarity and structural diversity of human and cartilaginous fish hemoglobins.

Although many descriptions of adaptive molecular evolution of vertebrate hemoglobins (Hb) can be found in physiological text books, they are based mainly on changes of the primary structure and place more emphasis on conservation than alterations at the functional site. Sequence analysis alone, however, does not reveal much about the evolution of new functions in proteins. It was found recently that there are many functionally important structural differences between human and a ray (Dasyatis akajei) Hb even where sequence is conserved between the two. We have solved the structures of the deoxy and CO forms of a second cartilaginous fish (a shark, Mustelus griseus) Hb, and compared it with structures of human Hb, two bony fish Hbs and the ray Hb in order to understand more about how vertebrate Hbs have functionally evolved by the selection of random amino acid substitutions. The sequence identity of cartilaginous fish Hb and human Hb is a little less than 40 %, with many functionally important amino acid replacements. Wider substitutions than usually considered as neutral have been accepted in the course of molecular evolution of Hb. As with the ray Hb, the shark Hb shows functionally important structural differences from human Hb that involve amino acid substitutions and shifts of preserved amino acid residues induced by substitutions in other parts of the molecule. Most importantly, beta E11Val in deoxy human Hb, which overlaps the ligand binding site and is considered to play a key role in controlling the oxygen affinity, moves away about 1 A in both the shark and ray Hbs. Thus adaptive molecular evolution is feasible as a result of both functionally significant mutations and deviations of preserved amino acid residues induced by other amino acid substitutions.

Amino Acid Sequence↗
PubMed2003

Adaptation shapes patterns of genome evolution on sexual and asexual chromosomes in Drosophila.

What advantage might sexual recombination confer? Population genetics theory predicts that asexual genomes are less efficient at eliminating deleterious mutations and incorporating beneficial alleles. Here, I compare patterns of genome evolution in a 40-kb gene-rich region on homologous neo-sex chromosomes of Drosophila miranda. Genes on the non-recombining neo-Y show various signs of degeneration, including transposable-element insertions, frameshift mutations and a higher rate of amino-acid substitution. In contrast, loci on the recombining neo-X show intact open reading frames and generally low rates of amino-acid substitution. One exceptional gene on the neo-X shows evidence for adaptive protein evolution, affecting patterns of variability at neighboring regions along the chromosome. These findings illustrate the limits to natural selection in an asexual genome. Deleterious mutations, including repetitive DNA, accumulate on a non-recombining chromosome, whereas rapid protein evolution due to positive selection is confined to the recombining homolog.

Animals↗
PubMed2003

Gradual adaptation of HIV to human host populations: good or bad news?

The continuous evolution and adaptation of HIV to its host has produced extensive global viral diversity. Understanding the kinetics and directions of this continuing adaptation and its impact on viral fitness, immunogenicity and pathogenicity will be crucial to the successful design of effective HIV vaccines. Here we discuss some potential scenarios of viral and host coevolution.

Adaptation, Biological↗
PubMed1999

Hepadnavirus evolution and molecular strategy of adaptation in a new host.

In order to elucidate the mechanisms of hepadnavirus evolution in vivo and to trace the fate of known quasispecies in a single animal during the acute phase of infection, a woodchuck (Marmota monax) was infected with the hepadnavirus woodchuck hepatitis B virus (WHV). Woodchuck 197 (W197) was injected intravenously with pooled sera collected from a chronic carrier that had been infected originally with a molecular clone of known genome sequence (WHV7). Viral genome variants from both the inoculum and the follow-up sera from W197 were characterized for the presence of quasispecies related to the WHV7 sequence. Interestingly, WHV7-related genomes were predominant 6 weeks post-infection (p.i.), whereas a highly heterogeneous virus population was present in the first viraemic serum (4 weeks p.i.). Using WHV7 as the prototype, the variability of the Pol and PreS/S regions in the first 11 weeks p.i. has been calculated. The sequence population in serum collected 6 weeks p.i. was highly homogeneous, with a mean variability of 0.36% in the region analysed. Mean variability values ranging from 0.82% to 1.61% were found in quasispecies from the other sera. The presence of possible selective pressure was analysed by means of the non-synonymous versus synonymous variation ratio (dn/d5). We found that the dn/d5 values were stable for the S ORF (ranging from 2.6 to 3.0), whereas a wider range was observed for the Pol ORF (from 1.4 to 3.0). Furthermore, from the analysis of the variability of the codon positions for the two overlapping ORFs it was found that, in most cases, non-synonymous mutations at position 1 of the Pol ORF (position 3 of the S ORF) corresponded to synonymous variation in the S (Pol) ORF, indicating independent evolution of the encoded proteins.

Acute Disease↗
PubMed1993

Evolution of black yeasts: possible adaptation to the human host.

Ascomycetous black yeasts show adaptations to a wide array of environmental conditions. Dothideaceous black yeasts are mostly found on plant leaves, while among herpotrichiellaceous species there are numerous opportunists on humans. Factors which are of ecological significance include the presence of melanin and carotene, formation of thick cell walls and meristematic growth, presence of yeast-like phases, presence of additional forms of conidiogenesis, thermo- and osmotolerance, adhesion, hydrophobicity, production of extracellular polysaccharides, siderophores and acidic or alkaline secondary metabolites. The potential pathogenicity of a species is partly determined by its natural ecological niche. Dothideaceous black yeasts are osmotolerant rather than pathogenic. Herpotrichiellaceous black yeasts probably have low competitive ability and are found in rather special niches as secondary saprophytes, e.g., on bacterial mats, on other fungi or in poor environments. Some species possibly utilize animal vectors for dispersal.

Adaptation, Physiological↗
PubMed1991

The evolution of defective and autonomous parvoviruses.

Because of the small size and genetic simplicity of small DNA viruses, parvoviruses would appear to be excellent models for studying viral evolution and adaptation. In an earlier publication we hypothesized the evolution of sequences of cellular "junk" DNA into protective interfering transposons. These transposons would interfere with invading pathogenic viruses by competing with the pathogen DNA for replicative enzymes. We speculated that a small, defective parvovirus, the adeno-associated virus (AAV), which usually requires the presence of a pathogenic helper virus to replicate, may have evolved from such a piece of cellular "junk" DNA. Our theory predicted that AAVs, as a consequence of their defective nature, developed under pressures favoring maintenance of their transposon like qualities. In contrast, disease-causing, autonomous, non-defective parvoviruses such as the B19 agent of humans and the canine parvovirus, even though their origins may have been in cellular DNA, would appear to have developed under totally different evolutionary pressures. In this paper we will present evidence for a common ancestry for the defective and autonomous parvoviruses and discuss the divergent paths this evolution may have taken in establishing the two genera.

Base Sequence↗
PubMed2003

Relationship between fluctuating asymmetry and fitness within and between stressed and unstressed populations of the wolf spider Pirata piraticus.

Although developmental instability, measured as fluctuating asymmetry (FA), is expected to be positively related to stress and negatively to fitness, empirical evidence is often lacking or contradictory when patterns are compared at the population level. We demonstrate that two important properties of stressed populations may mask such relationships: (i) a stronger relationship between FA and fitness, resulting in stronger selection against low quality (i.e. developmental unstable) individuals and (ii) the evolution of adaptive responses to environmental stress. In an earlier study, we found female wolf spiders Pirata piraticus from metal exposed populations to be characterized by both reduced clutch masses and increased egg sizes, the latter indicating an adaptive response to stress. By studying the relationship between these two fitness related traits and levels of FA at individual level, we here show a significant negative correlation between FA and clutch mass in metal stressed populations but not in unstressed reference populations. As a result, levels of population FA may be biased downward under stressful conditions because of the selective removal of developmentally unstable (low quality) individuals. We further show that females that produced larger eggs in stressed populations exhibited lower individual FA levels. Such interaction between individual FA and fitness with stress may confound the effect of metal stress on FA, resulting in an absence of relationships between FA, fitness and stress at the population level.

Adaptation, Physiological↗
PubMed1977

The cost of evolution and the imprecision of adaptation.

Comparisons of six hypothetical cases suggest that Haldane overstimated the cost of natural selection by allele substitution. The cost is reduced if recessive alleles are advantageous, if substitutions are large and few, if selection is strong and substitutions are rapid, if substitutions are serial, and if substitutions in small demes are followed by deme-group substitutions. But costs are still so heavy that the adaptations of complex organisms in complex and changing environments are never completed. The rule probably is that most species most of the time are not fully adapted to their environments, but are just a little better than their competitors for the time being.

Adaptation, Biological↗
PubMed1997

Transitions in individuality.

The evolution of multicellular organisms is the premier example of the integration of lower levels into a single, higher-level individual. Explaining the evolutionary transition from single cells to multicellular organisms is a major challenge for evolutionary theory. We provide an explicit two locus genetic framework for understanding this transition in terms of the increase of cooperation among cells and the regulation of conflict within the emerging organism. Heritability of fitness and individuality at the new level emerge as a result of the evolution of organismal functions that restrict the opportunity for conflict within and ensure cooperation among cells. Conflict leads, through the evolution of adaptations that reduce it, to greater individuality and harmony for the organism.

Adaptation, Physiological↗
PubMed2004

Evolution of niche width and adaptive diversification.

Theoretical models suggest that resource competition can lead to the adaptive splitting of consumer populations into diverging lineages, that is, to adaptive diversification. In general, diversification is likely if consumers use only a narrow range of resources and thus have a small niche width. Here we use analytical and numerical methods to study the consequences for diversification if the niche width itself evolves. We found that the evolutionary outcome depends on the inherent costs or benefits of widening the niche. If widening the niche did not have costs in terms of overall resource uptake, then the consumer evolved a niche that was wide enough for disruptive selection on the niche position to vanish; adaptive diversification was no longer observed. However, if widening the niche was costly, then the niche widths remained relatively narrow, allowing for adaptive diversification in niche position. Adaptive diversification and speciation resulting from competition for a broadly distributed resource is thus likely if the niche width is fixed and relatively narrow or free to evolve but subject to costs. These results refine the conditions for adaptive diversification due to competition and formulate them in a way that might be more amenable for experimental investigations.

Adaptation, Physiological↗
PubMed2004

Genetic organization of the catabolic plasmid pJP4 from Ralstonia eutropha JMP134 (pJP4) reveals mechanisms of adaptation to chloroaromatic pollutants and evolution of specialized chloroaromatic degradation pathways.

Ralstonia eutropha JMP134 (pJP4) is a useful model for the study of bacterial degradation of substituted aromatic pollutants. Several key degrading capabilities, encoded by tfd genes, are located in the 88 kb, self-transmissible, IncP-1 beta plasmid pJP4. The complete sequence of the 87,688 nucleotides of pJP4, encoding 83 open reading frames (ORFs), is reported. Most of the coding sequence corresponds to a well-conserved IncP-1 beta backbone and the previously reported tfd genes. In addition, we found hypothetical proteins putatively involved in the transport of aromatic compounds and short-chain fatty acid oxidation. ORFs related to mobile elements, including the Tn501-encoded mercury resistance determinants, an IS1071-based composite transposon and a cryptic class II transposon, are also present in pJP4. These mobile elements are inefficient in transposition and are located in two regions of pJP4 that are rich in remnants of lateral gene transfer events. pJP4 plasmid was able to capture chromosomal genes and form hybrid plasmids with the IncP-1 alpha plasmid RP4. These observations are integrated into a model for the evolution of pJP4, which reveals mechanisms of bacterial adaptation to degrade pollutants.

Adaptation, Physiological↗
PubMed2005

Evolution of the signaling system in relaxin-family peptides.

Recent studies have characterized two G-protein-coupled receptors (GPCRs), LGR7 and LGR8, as relaxin receptors. Later studies have shown that LGR7 and LGR8 also are cognate receptors for the relaxin-family peptides, INSL7/relaxin3 and INSL3, respectively. In addition, INSL7/relaxin3 signals through two orphan GPCRs, GPCR135 and GPCR142, whereas INSL5 is a select ligand for GPCR142. These findings have greatly enhanced our understanding of the physiology and signaling of this unique group of peptide hormones. Phylogenetic analysis of relaxin-family peptides and their co-evolved receptors suggests that the ancestor relaxin gene duplicated multiple times in a vertebrate branch-specific manner. Among the seven human relaxin-family peptides (relaxin1, relaxin2, INSL3/RLF, INSL4/EPIL, INSL5/RIF2, INSL6/RIF1, and INSL7/relaxin3), INSL7 and INSL5 could represent the most ancient form. By contrast, the most widely studied family peptides, human relaxins H1 and H2, appear to be derived from recent gene duplication in mammals. Therefore, relaxin-family peptides could be important for the evolution and adaptation to lineage-specific physiologic processes during evolution. Duplicated relaxin-family genes assumed regulatory roles in newly evolved reproductive processes, and relaxin/LGR signaling was harnessed for signaling in the uterus and mammary gland in addition to other tissues. Although the precise evolutionary history of relaxin ligand/receptor pairs remains to be elucidated, these findings indicate that the expansion of relaxin-family genes and their specific regulatory functions have evolved during vertebrate evolution to allow the development of a tissue-specific regulatory mechanism in a lineage-specific manner and provide a revealing portrait of molecular evolution in action.

Animals↗