The Neutral Theory of Molecular Evolution

Total Page:16

File Type:pdf, Size:1020Kb

The Neutral Theory of Molecular Evolution Copyright 2000 by the Genetics Society of America Perspectives Anecdotal, Historical and Critical Commentaries on Genetics Edited by James F. Crow and William F. Dove Thomas H. Jukes (1906±1999) James F. Crow Genetics Department, University of Wisconsin, Madison, Wisconsin 53706 OM Jukes accepted our invitation to write a Perspec- duced an immediate outcry from traditional students Ttives on the early history of molecular evolution, of evolution, undoubtedly abetted by the title. In the and in August 1999 he sent a rough beginning con- ensuing polemics, Kimura played the major role. King taining some now-forgotten early history. He planned an died prematurely in 1983 and Jukes wrote mainly about extensive revision and continuation, but on November 1 other things, although he did participate in one joint his death intervened. We have decided to publish his paper (Jukes and Kimura 1984). One of his interests early draft, realizing that it was but a start toward the was the evolution of the genetic code (Jukes 1983). I article that he had planned. particularly liked his showing how, in an orderly sequen- Tom, along with Jack L. King and Motoo Kimura, tial way, mutation pressure in the codon and anti-codon formulated the neutral theory of molecular evolution. could produce the unexpected codes in bacteria and Earlier, the idea had been foreshadowed by Sueoka mitochondria (Jukes 1985). He also developed a widely (1962) and Freese (1962). They had each suggested used correction for multiple undetected changes in evo- mutation pressure of near-neutral changes to account lutionary base substitutions (Jukes and Cantor 1969). for the much greater diversity of DNA than of amino Kimura became a crusading advocate for the neutral acid content among bacterial species. Remarkably, they theory and spent the rest of his life on the subject. In had these insights before the redundancy of the code one paper after another, he offered further, increasingly was recognized. convincing evidence. He also developed a solid mathe- The neutral theory of molecular evolution in eukary- matical theory, much of it carried over from his own otes started with Kimura (1968). He argued that the earlier work, which turned out to be remarkably well rate of protein evolution was too fast to be compatible preadapted for use in molecular evolution. His book with Haldane's (1957) cost of natural selection, and The Neutral Theory of Molecular Evolution (Kimura 1983) therefore most of the changes must be neutral, driven became a landmark. The jury is still out as to the full by mutation and random drift. King and Jukes (1969) extent of random changes in determining the course had independently arrived at the same conclusion and of molecular evolution, but the neutral theory has discovered Kimura's paper while writing theirs. They formed a basis for phylogenetic reconstruction and the submitted a manuscript to Science, only to have it turned molecular clock; it has also become the null hypothesis down. One reviewer said it was obviously true and there- for numerous selection experiments. Kimura died in fore trivial; the other said that it was obviously wrong. 1994 (Crow 1995). King and Jukes appealed, and the second time it was Happily, there was never a public rivalry among the accepted. This time I was a reviewer; if my recommenda- three discoverers. King and Kimura were frequent tion was decisive, I am pleased. The King and Jukes friendly correspondents. Jukes (1991) acknowledged approach was quite different from Kimura's and in- Kimura's great contributions and sent him a reprint cluded a number of arguments. It was more convincing, with ªbest wishes and thanks.º Kimura rightly receives partly because of their marshaling a larger variety of the lion's share of the credit, but we should not forget evidence and partly because of growing doubt of the the independent discovery by King and Jukes and the applicability of Haldane's principle. two forerunners, Sueoka and Freese. The King-Jukes paper had the intentionally provoca- Jukes was primarily a nutritionist, with a number of tive title, ªNon-Darwinian evolution.º The theory pro- solid accomplishments, especially in vitamins. Some of these have been mentioned by Maddox (1999). Jukes was also an outspoken polemicist and did not hesitate Author e-mail: [email protected] to speak clearly and forcefully against what he thought Genetics 154: 955±958 (March 2000) 956 T. H. Jukes was bad science or faulty logic. An example is his strong the heiliger Dankgesang comes to mind, I shall always critique of Pauling's advocacy of massive doses of vita- think of Tom Jukes. min C. He could be cantankerous, but he was usually Following is the rough draft as Jukes submitted it, right and always honest. Among other things, Tom except for a few bibliographic corrections. It comple- waged a spirited battle against creationism. His wide- ments an earlier paper (Jukes 1991), and Tom was ranging scienti®c and social interests are re¯ected in trying not to duplicate. He planned extensive additions, his frequent columns, along with book reviews and let- and obviously he intended to say more about the nearly ters, in Nature. I counted 72 such contributions in the neutral hypothesis of Ohta. His draft is presented here, years 1975±1980. not as what Tom would have liked for it to be, but as a Each of Tom's friends has a favorite remembrance. ®nal tribute to an admired colleague. Here is mine. Tom greatly admired Aldous Huxley, ªthe most imaginative of the Huxleysº (Jukes 1996). We both enjoyed Huxley's masterpiece, Point Counter Point, a bril- LITERATURE CITED liant, erudite, witty satire on the excesses of British soci- Crow, J. F., 1995 Motoo Kimura (1924±1994). Genetics 140: 1±5. ety in the 1920s. The book abounds in sophistication Freese, E., 1962 On the evolution of the base composition of DNA. J. Theor. Biol. 3: 82±101. and esoterica; one needs The Brittanica within reach Haldane, J. B. S., 1957 The cost of natural selection. J. Genet. 55: (which Huxley is rumored to have read). Tom intro- 511±524. duced me to Huxley's short stories, particularly Young Jukes, T. H., 1983 Evolution of the amino acid code, pp. 191±207 in Evolution of Genes and Protein, edited by M. Nei and R. K. Koehn. Archimedes, the tragedy of a mathematical prodigy whose Sinauer Associates, Sunderland, MA. lesser musical talent was mercilessly exploited. And he Jukes, T. H., 1985 A change in the genetic code in Mycoplasma admired Brave New World. He called attention to Hux- capricolum. J. Mol. Evol. 22: 361±362. Jukes, T. H., 1991 Early development of the neutral theory. Perspect. ley's prescience when he described conditioning test- Biol. Med. 34: 473±485. tube embryos for different roles in life; those that were Jukes, T. H., 1996 The third Huxley. J. Mol. Evol. 42: 481. to be rocket engineers were kept in constant rotation Jukes, T. H., and C. R. Cantor, 1969 Evolution of protein mole- cules, pp. 21±32 in Mammalian Protein Metabolism, edited by so they would have a better sense of balance in space H. N. Munro. Academic Press, New York. (this was published in 1932!). Jukes, T. H., and M. Kimura, 1984 Evolutionary constraints and the Tom loved music. In his last years he went to the neutral theory. J. Mol. Evol. 21: 90±92. Kimura, M., 1968 Evolutionary rate at the molecular level. Nature lab in the morning and spent the afternoons at home 217: 624±626. listening to records. He admired Huxley's structuring Kimura, M., 1983 The Neutral Theory of Molecular Evolution. Cam- bridge University Press, Cambridge. of Point Counter Point after the Bach B minor suite for King, J. L., and T. H. Jukes, 1969 Non-Darwinian evolution. Science ¯ute and strings. He also loved the Beethoven String 164: 788±798. Quartets and marveled at Huxley's use of the heiliger Maddox, J., 1999 Thomas Hughes Jukes (1906±1999). Nature 402: 478. Dankgesang (holy song of thanksgiving) from the A mi- Sueoka, N., 1962 On the genetic basis of variation and heterogeneity nor quartet at the climax of the book. When Huxley or of DNA base composition. Proc. Natl. Acad. Sci. USA 48: 166±169. The Neutral Theory of Molecular Evolution Thomas H. Jukes Space Sciences Laboratory, University of California, Oakland, California 94608 N 1966, I became interested in the amino acid se- the principle that ªsubstances that show differences in I quences of cytochrome c molecules (Jukes 1966). I crystallographic structure are different chemical sub- noted that these sequences differed in the cytochromes stances.º In short, if two crystals have identical crystalline c of various species to an extent that seemed unneces- structure, the molecules of which they are composed are sary from the standpoint of their function. I stated, ªThe identical. A report of their studies is shown in Table 1. changes produced in proteins by mutations will in some They commented that an increase in the divergence cases destroy their essential functions, but in other cases of crystallographic properties was found to be parallel to the change allows the protein molecule to continue to the taxonomic separation of various animals. Of much serve its purpose.º interest is the fact that a sample of blood labeled as Early indication of neutrality may be found in the that of a baboon was found upon examination of the publications of E. T. Reichert and A. P. Brown (1909). hemoglobin crystals to be that of a cat, and a subsequent They compiled the crystallographic structure of verte- follow-up showed that the mislabeling of the sample brate hemoglobins on a taxonomic basis.
Recommended publications
  • IN EVOLUTION JACK LESTER KING UNIVERSITY of CALIFORNIA, SANTA BARBARA This Paper Is Dedicated to Retiring University of California Professors Curt Stern and Everett R
    THE ROLE OF MUTATION IN EVOLUTION JACK LESTER KING UNIVERSITY OF CALIFORNIA, SANTA BARBARA This paper is dedicated to retiring University of California Professors Curt Stern and Everett R. Dempster. 1. Introduction Eleven decades of thought and work by Darwinian and neo-Darwinian scientists have produced a sophisticated and detailed structure of evolutionary ,theory and observations. In recent years, new techniques in molecular biology have led to new observations that appear to challenge some of the basic theorems of classical evolutionary theory, precipitating the current crisis in evolutionary thought. Building on morphological and paleontological observations, genetic experimentation, logical arguments, and upon mathematical models requiring simplifying assumptions, neo-Darwinian theorists have been able to make some remarkable predictions, some of which, unfortunately, have proven to be inaccurate. Well-known examples are the prediction that most genes in natural populations must be monomorphic [34], and the calculation that a species could evolve at a maximum rate of the order of one allele substitution per 300 genera- tions [13]. It is now known that a large proportion of gene loci are polymorphic in most species [28], and that evolutionary genetic substitutions occur in the human line, for instance, at a rate of about 50 nucleotide changes per generation [20], [24], [25], [26]. The puzzling observation [21], [40], [46], that homologous proteins in different species evolve at nearly constant rates is very difficult to account for with classical evolutionary theory, and at the very least gives a solid indication that there are qualitative differences between the ways molecules evolve and the ways morphological structures evolve.
    [Show full text]
  • Experiments on the Role of Deleterious Mutations As Stepping Stones In
    Experiments on the role of deleterious mutations as PNAS PLUS stepping stones in adaptive evolution Arthur W. Covert IIIa,b,c,d, Richard E. Lenskia,c,e,1, Claus O. Wilkec,d, and Charles Ofriaa,b,c,1 aProgram in Ecology, Evolutionary Biology and Behavior, Departments of bComputer Science and Engineering and eMicrobiology and Molecular Genetics, and cBEACON Center for the Study of Evolution in Action, Michigan State University, East Lansing, MI 48824; and dCenter for Computational Biology, Institute for Cellular and Molecular Biology, and Department of Integrative Biology, University of Texas at Austin, Austin, TX 78712 Contributed by Richard E. Lenski, July 16, 2013 (sent for review April 22, 2013) Many evolutionary studies assume that deleterious mutations spread unless they are tightly linked (5, 6). In an asexual pop- necessarily impede adaptive evolution. However, a later mutation ulation, however, the fortuitous combination, once formed, will that is conditionally beneficial may interact with a deleterious be stably inherited, thereby providing a simple way to traverse a predecessor before it is eliminated, thereby providing access to fitness valley (5–10). adaptations that might otherwise be inaccessible. It is unknown Previous research on a variety of systems, both biological and whether such sign-epistatic recoveries are inconsequential events computational, has documented many examples of epistatic inter- or an important factor in evolution, owing to the difficulty of actions between mutations (3, 6, 11, 14–24), including a few cases monitoring the effects and fates of all mutations during experi- of mutational pairs that are individually deleterious but jointly ments with biological organisms.
    [Show full text]
  • Population Genetics of Neutral Mutations in Exponentially
    The Annals of Applied Probability 2013, Vol. 23, No. 1, 230–250 DOI: 10.1214/11-AAP824 c Institute of Mathematical Statistics, 2013 POPULATION GENETICS OF NEUTRAL MUTATIONS IN EXPONENTIALLY GROWING CANCER CELL POPULATIONS By Rick Durrett1 Duke University In order to analyze data from cancer genome sequencing projects, we need to be able to distinguish causative, or “driver,” mutations from “passenger” mutations that have no selective effect. Toward this end, we prove results concerning the frequency of neutural mutations in exponentially growing multitype branching processes that have been widely used in cancer modeling. Our results yield a simple new population genetics result for the site frequency spectrum of a sample from an exponentially growing population. 1. Introduction. It is widely accepted that cancers result from an accu- mulation of mutations that increase the fitness of tumor cells compared to the cells that surround them. A number of studies [Sj¨oblom et al. (2006), Wood et al. (2007), Parsons et al. (2008), The Cancer Genome Atlas (2008) and Jones et al. (2008, 2010)] have sequenced the genomes of tumors in or- der to find the causative or “driver” mutations. However, due to the large number of genes being sequenced, one also finds a large number of “passen- ger” mutations that are genetically neutral and hence have no role in the disease. To explain the issues involved in distinguishing the two types of mutations, it is useful to take a look at a data set. Wood et al. (2007) did a “discovery” screen in which 18,191 genes were sequenced in 11 colorectal cancers, and then a “validation” screen in which the top candidates were sequenced in 96 additional tumors.
    [Show full text]
  • Effectively Neutral Mutations
    Proc. Natl. Acad. Sci. USA Vol. 76, No. 7, pp. 3440-3444, July 1979 Genetics Model of effectively neutral mutations in which selective constraint is incorporated (molecular evolution/protein polymorphism/population genetics/neutral mutation theory) MOTOO KIMURA National Institute of Genetics, Mishima 411, Japan Contributed by Motoo Kimura, April 25, 1979 ABSTRACT Based on the idea that selective neutrality is however, Ohta's model has a drawback in that it cannot ac- the limit when the selective disadvantage becomes indefinitely commodate enough mutations that behave effectively as neutral small, a model of neutral (and nearly neutral) mutations is pro- when the population size gets large. This difficulty can be posed that assumes that the selection coefficient (s') against the overcome by assuming that the selection coefficients follow a mutant at various sites within a cistron (gene) follows a r dis- r distribution. tribution; Ass') = aPe-as's.-l/P(,B), in which a = fi/i and s' is the mean selection coefficient against the mutants (?'> 0; 1 _ ft > 0). The mutation rate for alleles whose selection coef- MODEL OF EFFECTIVELY NEUTRAL ficients s' lie in the range between 0 and 1/(2Ne), in which Ne MUTATIONS is the effective population size, is termed the effectively neutral mutation rate (denoted by ye). Using the model of "infinite Let us assume that the frequency distribution of the selective sites" in population genetics, formulas are derived giving the disadvantage (denoted by s') of mutants among different sites average heterozygosity (he) and evolutionary rate per generation follows the r distribution (kg) in terms of mutant substitutions.
    [Show full text]
  • Genomic Insights Into Positive Selection
    Review TRENDS in Genetics Vol.22 No.8 August 2006 Genomic insights into positive selection Shameek Biswas and Joshua M. Akey Department of Genome Sciences, University of Washington, 1705 NE Pacific, Seattle, WA 98195, USA The traditional way of identifying targets of adaptive more utilitarian benefits, each target of positive selection evolution has been to study a few loci that one has a story to tell about the historical forces and events hypothesizes a priori to have been under selection. that have shaped the history of a population. This approach is complicated because of the confound- Several genome-wide analyses for positive selection ing effects that population demographic history and have been performed in a variety of species. In this review, selection have on patterns of DNA sequence variation. In we summarize some of the recent studies, primarily principle, multilocus analyses can facilitate robust focusing on humans, critically evaluate what genome- inferences of selection at individual loci. The deluge of wide scans for selection are and are not likely to find and large-scale catalogs of genetic variation has stimulated suggest future avenues of research. A brief overview of many genome-wide scans for positive selection in statistical methods used to detect deviations from several species. Here, we review some of the salient neutrality is summarized in Box 1. For more detailed observations of these studies, identify important chal- discussions, see Refs [6,7]. lenges ahead, consider the limitations of genome-wide scans for selection and discuss the potential significance Thinking genomically of a comprehensive understanding of genomic patterns Positive selection perturbs patterns of genetic variation of selection for disease-related research.
    [Show full text]
  • Evolution on Neutral Networks Accelerates the Ticking Rate of the Molecular Clock Arxiv:1307.0968V2 [Q-Bio.PE] 24 Sep 2014
    Evolution on neutral networks accelerates the ticking rate of the molecular clock Susanna Manrubia1 and Jos´eA. Cuesta2;3 Grupo Interdisciplinar de Sistemas Complejos (GISC), Madrid 1 Dept. de Biolog´ıade Sistemas, Centro Nacional de Biotecnolog´ıa(CSIC) c/ Darwin 3, 28045 Madrid, Spain. 2 Dept. de Matem´aticas,Universidad Carlos III de Madrid 28911 Legan´es,Madrid, Spain. 3 Instituto de Biocomputaci´ony F´ısicade Sistemas Complejos (BIFI) Universidad de Zaragoza, 50009 Zaragoza, Spain. June 17, 2021 Abstract Large sets of genotypes give rise to the same phenotype because phenotypic expression is highly redundant. Accordingly, a population can accept mutations without altering its phenotype, as long as the genotype mutates into another one on the same set. By linking every pair of genotypes that are mutually accessible through mutation, geno- types organize themselves into neutral networks (NN). These networks are known to be heterogeneous and assortative, and these properties affect the evolutionary dynamics of the population. By studying the dynamics of populations on NN with arbitrary topology we analyze the arXiv:1307.0968v2 [q-bio.PE] 24 Sep 2014 effect of assortativity, of NN (phenotype) fitness, and of network size. We find that the probability that the population leaves the network is smaller the longer the time spent on it. This progressive \phenotypic entrapment" entails a systematic increase in the overdispersion of the process with time and an acceleration in the fixation rate of neutral mutations. We also quantify the variation of these effects with the size of the phenotype and with its fitness relative to that of neighbouring alternatives.
    [Show full text]
  • A Study on a Nearly Neutral Mutation Model in Finite Populations
    Copyright 0 1991 by the Genetics Society of America A Study on a Nearly Neutral Mutation Model in Finite Populations Hidenori Tachida National Institute of Genetics, Mishima, Shizuoka-ken 41 1,Japan Manuscript received August 16, 1990 Accepted for publication January 19, 199 1 ABSTRACT As a nearly neutral mutation model, the house-of-cards model is studied in finite populations using computer simulations. The distribution of the mutant effect is assumed to be normal. The behavior is mainly determined by the product of the population size, N, and the standard deviation, u, of the distribution of the mutant effect. If 4Nu is large compared to one, a few advantageous mutants are quickly fixed in early generations. Then most mutation becomes deleterious and very slow increase of the average selection coefficient follows. It takesvery long for the population to reach the equilibrium state. Substitutions of alleles occur very infrequently in the later stage. If 4Na is the order of one or less, the behavior is qualitatively similar to that of the strict neutral case. Gradual increase of the average selection coefficient occurs and in generations of several times the inverse of the mutation rate the population almost reaches the equilibrium state. Both advantageous and neutral (including slightly deleterious) mutations are fixed. Except in the early stage, an increase of the standard deviation of the distribution of the mutant effect decreases the average heterozygosity. The substitution rate is reduced as 4Nu is increased. Three tests of neutrality, one using the relationship between the average and the variance of heterozygosity, another using the relationship between the average heterozygosity and the average number of substitutions and Watterson’s homozygosity test are applied to the consequences of the present model.
    [Show full text]
  • Neutral Evolution of Model Proteins: Diffusion in Sequence Space and Overdispersion
    Neutral evolution of model proteins: diffusion in sequence space and overdispersion. Ugo Bastolla(a)∗, H. Eduardo Roman(b) and Michele Vendruscolo(c) (a)HLRZ, Forschungszentrum J¨ulich, D-52425 J¨ulich, Germany (b)Dipartimento di Fisica and INFN, Universit`adi Milano, I-20133 Milano Italy (c)Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot 76100, Israel We simulate the evolution of model protein sequences subject to mutations. A mutation is considered neutral if it conserves 1) the structure of the ground state, 2) its thermodynamic stabil- ity and 3) its kinetic accessibility. All other mutations are considered lethal and are rejected. We adopt a lattice model, amenable to a reliable solution of the protein folding problem. We prove the existence of extended neutral networks in sequence space – sequences can evolve until their similarity with the starting point is almost the same as for random sequences. Furthermore, we find that the rate of neutral mutations has a broad distribution in sequence space. Due to this fact, the substitution process is overdispersed (the ratio between variance and mean is larger than one). This result is in contrast with the simplest model of neutral evolution, which assumes a Poisson process for substitutions, and in qualitative agreement with biological data. I. INTRODUCTION A recent study on the Protein Data Bank (PDB) showed that the distribution of pairwise sequence identity between structurally homologous proteins presents a large Gaussian peak at 8.5% sequence identity, only slightly larger than what expected in the purely random case1 (Rost, 1998). This is an interesting result which means that the structural similarity does not imply sequence similarity.
    [Show full text]
  • “Neutralism” Elsevier Handbook in Philosophy of Biology Stephens and Matthen, Editors Anya Plutynski Fall 2004 in 1968, Moto
    “Neutralism” Elsevier Handbook in Philosophy of Biology Stephens and Matthen, Editors Anya Plutynski Fall 2004 In 1968, Motoo Kimura submitted a note to Nature entitled “Evolutionary Rate at the Molecular Level,” in which he proposed what has since become known as the neutral theory of molecular evolution. This is the view that the majority of evolutionary changes at the molecular level are caused by random drift of selectively neutral or nearly neutral alleles. Kimura was not proposing that random drift explains all evolutionary change. He does not challenge the view that natural selection explains adaptive evolution, or, that the vertebrate eye or the tetrapod limb are products of natural selection. Rather, his objection is to “panselectionism’s intrusion into the realm of molecular evolutionary studies”. According to Kimura, most changes at the molecular level from one generation to the next do not affect the fitness of organisms possessing them. King and Jukes (1969) published an article defending the same view in Science, with the radical title, “Non- Darwinian Evolution,” at which point, “the fat was in the fire” (Crow, 1985b). The neutral theory was one of the most controversial theories in biology in the late twentieth century. On the one hand, the reaction of many biologists was extremely skeptical; how could evolution be “non-Darwinian”? Many biologists claimed that a “non-Darwinian” theory of evolution was simply a contradiction in terms. On the other hand, some molecular biologists accepted without question that many changes at the molecular level from one generation to the next were neutral. Indeed, when King and Jukes’ paper was first submitted, it was rejected on the grounds that one reviewer claimed it was obviously false, and the other claimed that it was obviously true (Jukes, 1991).
    [Show full text]
  • Molecular Evolution? Molecular Evolution • Evolution at the Molecular Level
    BIOL2007 What is molecular evolution? Molecular Evolution • Evolution at the molecular level Kanchon Dasmahapatra [email protected] Modes of molecular evolution Modes of molecular evolution Gene duplication INDELS: insertions and deletions Slippage in tandem repeats 1 Modes of molecular evolution Substitutions GCG ACG GGG GAG • Single base pair changes, substitutions or point mutations GCG ACA GGG GA G • Insertions or deletions, also known as indels 64 triplet codons coding for 20 amino acids • Gene duplications - formation of multigene GT T CG T TGG Tryptophan families and pseudogenes Histidine GT C CG C Proline Cysteine • Slippage – microsatellite length changes GT A TGC GT G • Chromosomal mutations Twofold degenerate Fourfold degenerate NON- SYNONYMOUS SYNONYMOUS SUBSTITUTION SUBSTITUTION (silent substitution) Classical vs. Balance schools Who is right? • Classical school • Data in the form of allozymes showed that lots of – polymorphisms are rare polymorphisms are present. – because selection gets rid of less fit alleles • But .... causes the problem of genetic load • Balance school 30,000 to 50,000 genes in humans – polymorphisms are common If only 1000 are homozygous – because of balancing selection If selective coefficient = 0.01 Fitness per locus = 0.99 Summed over 1000 loci, fitness = (0.99) 1000 = 0.00004 2 The neutral theory Neutralists vs. selectionists • Proposed by Kimura (1968) and King & Jukes Neutralists Selectionists (1969) • Majority of mutations that spread through a Deleterious population have no effect on fitness Neutral Advantageous • Therefore, genetic drift NOT natural selection drives molecular evolution • Mutations fixed by • Mutations fixed by genetic drift selection Kimura’s calculations Predictions from neutral theory µ = mutation rate per gene per generation • Molecular clock N = population size (effective) • rate of substitution ∝ 1 No.
    [Show full text]
  • Neutral Mutation and Selective Constraint Play Major Role in Dictating the Codon Bias in Breast Cancer Risk Genes
    International Journal of Computational Biology ISSN: 2229-6700 & E-ISSN:2229-6719, Volume 5, Issue 1, 2014, pp.-061-067. Available online at http://www.bioinfopublication.org/jouarchive.php?opt=&jouid=BPJ0000220 NEUTRAL MUTATION AND SELECTIVE CONSTRAINT PLAY MAJOR ROLE IN DICTATING THE CODON BIAS IN BREAST CANCER RISK GENES MAZUMDER T.H. AND CHAKRABORTY S.* Department of Biotechnology, Assam University, Silchar- 788 011, Assam, India. *Corresponding Author: Email- [email protected] Received: September 24, 2014; Accepted: October 30, 2014 Abstract- Breast cancer is ranked the first cancer in women worldwide and the second leading cause of death after cervical cancer particular- ly in developing countries. Specific genes are associated with breast cancer risk in human genome. Understanding the codon usage bias (CUB) with compositional dynamics of coding sequence is of great importance in gaining clues to predict the level of gene expression and genome characterization. In this study, we have analyzed the complete nucleotide coding sequences of fifteen breast cancer risk genes with the help of various genetic indices. Our analysis revealed that both neutral mutation and selective constraint play major roles in the codon usage patterns of breast cancer risk genes. Our results further show that gene expression level is linked with alterations in the nucleotide skewness. Breast cancer gene products showed the dominance of three amino acids namely serine, leucine and glutamate in their composi- tion but the least usage of two amino acids namely tryptophan and methionine. Moreover, the level of breast cancer gene expression meas- ured by RCBS revealed a significant negative correlation with highly used amino acids.
    [Show full text]
  • Examining the Impact of Neutral Theory on Genetic Algorithm Population Evolution
    Examining the Impact of Neutral Theory on Genetic Algorithm Population Evolution Seamus Hill and Colm O’Riordan College of Engineering & Informatics, National University of Ireland Galway, Ireland Keywords: Neutral Theory, Genetic Drift, Neutrality, Genotype, Phenotype, Genetic Algorithms. Abstract: This paper examines the introduction of neutrality as proposed by Kimura (Kimura, 1968) into the genotype- phenotype mapping of a Genetic Algorithm (GA). The paper looks at the evolution of both a simple GA (SGA) and a multi-layered GA (MGA) incorporating a layered genotype-phenotype mapping based on the biological concepts of Transcription and Translation. Previous research in comparing GAs often use performance statis- tics; in this paper an analysis of population dynamics is used for comparison. Results illustrate that the MGA population’s evolution trajectory is quite different to that of the SGA population over dynamic landscapes and that the introduction of neutrality implicitly maintains genetic diversity within the population primarily through genetic drift in association with selection. 1 INTRODUCTION ated with a SGA and a multi-layeredGA (MGA). The motivation is to develop a tunable, synonymous, non- Neutral theory as proposed by Kimura (Kimura, trivial GA representation which incorporates neutral- 1968), offered an alternative to the Darwinian view; ity, in order to gain an understanding of the effects of stating that the mutations involved in the evolutionary neutrality on population dynamics. The contributions process are neither advantageous nor disadvantageous are as follows: an analysis of the impact of neutrality to the survival of an individual and that most muta- on population evolution; an examination of the im- tions are caused not by selection, but rather by random pact of neutrality on population variation; and finally genetic drift.
    [Show full text]