The Ecoresponsive Genome of Daphnia pulex

The Daphnia genome reveals a multitude of genes and shows adaptation through gene family expansions. We describe the draft genome of the microcrustacean Daphnia pulex, which is only 200 megabases and contains at least 30,907 genes. The high gene count is a consequence of an elevated rate of gene duplication resulting in tandem gene clusters. More than a third of Daphnia’s genes have no detectable homologs in any other available proteome, and the most amplified gene families are specific to the Daphnia lineage. The coexpansion of gene families interacting within metabolic pathways suggests that the maintenance of duplicated genes is not random, and the analysis of gene expression under different environmental conditions reveals that numerous paralogs acquire divergent expression patterns soon after duplication. Daphnia-specific genes, including many additional loci within sequenced regions that are otherwise devoid of annotations, are the most responsive genes to ecological challenges.

[1]  D. Ebert,et al.  The first-generation Daphnia magna linkage map , 2010, BMC Genomics.

[2]  Evgeny M. Zdobnov,et al.  Genome sequences of the human body louse and its primary endosymbiont provide insights into the permanent parasitic lifestyle , 2010, Proceedings of the National Academy of Sciences.

[3]  Ivan Prebil,et al.  Multivariate and multiscale monitoring of large-size low-speed bearings using Ensemble Empirical Mode Decomposition method combined with Principal Component Analysis , 2010 .

[4]  F. Kondrashov,et al.  The evolution of gene duplications: classifying and distinguishing between models , 2010, Nature Reviews Genetics.

[5]  Erich Bornberg-Bauer,et al.  Functional and Evolutionary Insights from the Genomes of Three Parasitoid Nasonia Species , 2010, Science.

[6]  Haixu Tang,et al.  LTR retroelements in the genome of Daphnia pulex , 2010, BMC Genomics.

[7]  Arun S. Seetharam,et al.  A survey of well conserved families of C2H2 zinc-finger genes in Daphnia , 2010, BMC Genomics.

[8]  Christoph Mayer,et al.  Genome-wide analysis of tandem repeats in Daphnia pulex - a comparative approach , 2010, BMC Genomics.

[9]  Todd H. Oakley,et al.  Gene duplication and the origins of morphological complexity in pancrustacean eyes, a genomic approach , 2010, BMC Evolutionary Biology.

[10]  Michael Lynch,et al.  DNA transposons and the role of recombination in mutation accumulation in Daphnia pulex , 2010, Genome Biology.

[11]  G. LeBlanc,et al.  Annotation, phylogenetics, and expression of the nuclear receptors in Daphnia pulex , 2009, BMC Genomics.

[12]  Haixu Tang,et al.  MGEScan-non-LTR: computational identification and classification of autonomous non-LTR retrotransposons in eukaryotic genomes , 2009, Nucleic acids research.

[13]  Nirmal Ranganathan,et al.  Exploring Repetitive DNA Landscapes Using REPCLASS, a Tool That Automates the Classification of Transposable Elements in Eukaryotic Genomes , 2009, Genome biology and evolution.

[14]  E. Koonin,et al.  Search for a 'Tree of Life' in the thicket of the phylogenetic forest , 2009, Journal of biology.

[15]  R. Rosenfeld Nature , 2009, Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery.

[16]  Daryi Wang,et al.  Adaptation of visual spectra and opsin genes in seabreams , 2009, Vision Research.

[17]  Susumu Goto,et al.  Comprehensive analysis of glycosyltransferases in eukaryotic genomes for structural and functional characterization of glycans. , 2009, Carbohydrate research.

[18]  D. Charlesworth,et al.  Nucleotide Polymorphism and Within-Gene Recombination in Daphnia magna and D. pulex, Two Cyclical Parthenogens , 2009, Genetics.

[19]  K. Worley,et al.  The Genome Sequence of Taurine Cattle: A Window to Ruminant Biology and Evolution , 2009, Science.

[20]  S. Adamowicz,et al.  The scale of divergence: a phylogenetic appraisal of intercontinental allopatric speciation in a passively dispersed freshwater zooplankton genus. , 2009, Molecular phylogenetics and evolution.

[21]  S. Goto,et al.  Molecular characterization of visual pigments in Branchiopoda and the evolution of opsins in Arthropoda. , 2009, Molecular biology and evolution.

[22]  David Osumi-Sutherland,et al.  FlyBase: enhancing Drosophila Gene Ontology annotations , 2008, Nucleic Acids Res..

[23]  Evgeny M. Zdobnov,et al.  miROrtho: computational survey of microRNA genes , 2008, Nucleic Acids Res..

[24]  B. Eads,et al.  Methods for meiotic chromosome preparation, immunofluorescence, and fluorescence in situ hybridization in Daphnia pulex. , 2009, Methods in molecular biology.

[25]  K. Wilson The genome sequence of the protostome Daphnia pulex encodes respective orthologues of a neurotrophin, a Trk and a p75NTR: Evolution of neurotrophin signaling components and related proteins in the bilateria , 2009, BMC Evolutionary Biology.

[26]  Danielle G. Lemay,et al.  The bovine lactation genome: insights into the evolution of mammalian milk , 2009, Genome Biology.

[27]  M. Blaxter,et al.  The components of the Daphnia pulex immune system as revealed by complete genome sequencing , 2009, BMC Genomics.

[28]  C. Laforsch,et al.  LC-MS/MS-based proteome profiling in Daphnia pulex and Daphnia longicephala: the Daphnia pulex genome database as a key for high throughput proteomics in Daphnia , 2009, BMC Genomics.

[29]  D. Ebert,et al.  Comparative metagenomics of Daphnia symbionts , 2009, BMC Genomics.

[30]  D. Nelson,et al.  The cytochrome P450 (CYP) gene superfamily in Daphnia pulex , 2009, BMC Genomics.

[31]  Michael Dean,et al.  The ABC transporter gene family of Daphnia pulex , 2009, BMC Genomics.

[32]  M. Lynch,et al.  The chemoreceptor genes of the waterflea Daphnia pulex: many Grs but no Ors , 2009, BMC Evolutionary Biology.

[33]  Qunfeng Dong,et al.  ESTPiper – a web-based analysis pipeline for expressed sequence tags , 2009, BMC Genomics.

[34]  E. Zdobnov,et al.  Expression profiles of urbilaterian genes uniquely shared between honey bee and vertebrates , 2009, BMC Genomics.

[35]  T. Lamkemeyer,et al.  Acclimatory responses of the Daphnia pulex proteome to changes in oxygen and temperature conditions , 2008 .

[36]  Yun Ding,et al.  On the origin of new genes in Drosophila. , 2008, Genome research.

[37]  Peer Bork,et al.  The Genome of the Model Beetle and Pest Tribolium Castaneum Vertebrate-specific Orthologues Insect-specific Orthologues Homology Undetectable Similarity , 2022 .

[38]  F. Hoffmann,et al.  Rapid rates of lineage-specific gene duplication and deletion in the alpha-globin gene family. , 2008, Molecular biology and evolution.

[39]  P. Bork,et al.  iPath: interactive exploration of biochemical pathways and networks. , 2008, Trends in biochemical sciences.

[40]  Kenneth S. Kosik,et al.  Reconstructing ancestral genome content based on symmetrical best alignments and Dollo parsimony , 2008, Bioinform..

[41]  C. Pipper,et al.  [''R"--project for statistical computing]. , 2008, Ugeskrift for laeger.

[42]  Manolis Kellis,et al.  A single Hox locus in Drosophila produces functional microRNAs from opposite DNA strands. , 2008, Genes & development.

[43]  Joaquín Dopazo,et al.  PhylomeDB: a database for genome-wide collections of gene phylogenies , 2007, Nucleic Acids Res..

[44]  Evgeny M. Zdobnov,et al.  OrthoDB: the hierarchical catalog of eukaryotic orthologs , 2007, Nucleic Acids Res..

[45]  Christian von Mering,et al.  eggNOG: automated construction and annotation of orthologous groups of genes , 2007, Nucleic Acids Res..

[46]  Eugene Berezikov,et al.  Functionally distinct regulatory RNAs generated by bidirectional transcription and processing of microRNA loci. , 2008, Genes & development.

[47]  W. Bender,et al.  MicroRNAs in the Drosophila bithorax complex. , 2008, Genes & development.

[48]  J. Colbourne,et al.  Gene response profiles for Daphnia pulex exposed to the environmental stressor cadmium reveals novel crustacean metallothioneins , 2007, BMC Genomics.

[49]  Stefan Wyder,et al.  Quantification of ortholog losses in insects and vertebrates , 2007, Genome Biology.

[50]  Todd H. Oakley,et al.  The Origins of Novel Protein Interactions during Animal Opsin Evolution , 2007, PloS one.

[51]  E. Koonin,et al.  Patterns of intron gain and conservation in eukaryotic genes , 2007, BMC Evolutionary Biology.

[52]  Ziheng Yang PAML 4: phylogenetic analysis by maximum likelihood. , 2007, Molecular biology and evolution.

[53]  Evgeny M. Zdobnov,et al.  Genome Sequence of Aedes aegypti, a Major Arbovirus Vector , 2007, Science.

[54]  Robert M. Waterhouse,et al.  Evolutionary Dynamics of Immune-Related Genes and Pathways in Disease-Vector Mosquitoes , 2007, Science.

[55]  T. Hughes,et al.  Why Are There Still Over 1000 Uncharacterized Yeast Genes? , 2007, Genetics.

[56]  J. Vermunt,et al.  Assessing Performance of Orthology Detection Strategies Applied to Eukaryotic Genomes , 2007, PloS one.

[57]  M. Lynch,et al.  De novo identification of LTR retrotransposons in eukaryotic genomes , 2007, BMC Genomics.

[58]  L. O. Teles,et al.  Assays with Daphnia magna and Danio rerio as alert systems in aquatic toxicology. , 2007, Environment international.

[59]  Cyrus Chothia,et al.  The SUPERFAMILY database in 2007: families and functions , 2006, Nucleic Acids Res..

[60]  K. Crandall,et al.  Molecular characterization of crustacean visual pigments and the evolution of pancrustacean opsins. , 2006, Molecular biology and evolution.

[61]  Michael Lynch,et al.  The Origins of Genome Architecture , 2007 .

[62]  J. Colbourne,et al.  Sampling Daphnia's expressed genes: preservation, expansion and invention of crustacean genes with reference to insect genomes , 2007, BMC Genomics.

[63]  P. Bork,et al.  Opsins and clusters of sensory G-protein-coupled receptors in the sea urchin genome. , 2006, Developmental biology.

[64]  H. Robertson,et al.  Canonical TTAGG-repeat telomeres and telomerase in the honey bee, Apis mellifera. , 2006, Genome research.

[65]  Y. Shemesh,et al.  Molecular and phylogenetic analyses reveal mammalian-like clockwork in the honey bee (Apis mellifera) and shed new light on the molecular evolution of the circadian clock. , 2006, Genome research.

[66]  S. Celniker,et al.  Genomic organization of the Drosophila telomere retrotransposable elements. , 2006, Genome research.

[67]  M. Lynch,et al.  A microsatellite-based genetic linkage map of the waterflea, Daphnia pulex: On the prospect of crustacean genomics. , 2006, Genomics.

[68]  Alexandros Stamatakis,et al.  RAxML-VI-HPC: maximum likelihood-based phylogenetic analyses with thousands of taxa and mixed models , 2006, Bioinform..

[69]  S. Hayashi,et al.  Transcriptional readthrough of Hox genes Ubx and Antp and their divergent post‐transcriptional control during crustacean evolution , 2006, Evolution & development.

[70]  K. Kojima,et al.  Identification and characterization of the telomerase reverse transcriptase of Bombyx mori (silkworm) and Tribolium castaneum (flour beetle). , 2006, Gene.

[71]  Liran Carmel,et al.  Unifying measures of gene function and evolution , 2006, Proceedings of the Royal Society B: Biological Sciences.

[72]  M. Lynch,et al.  On the formation of novel genes by duplication in the Caenorhabditis elegans genome. , 2006, Molecular biology and evolution.

[73]  James H. Thomas,et al.  Analysis of Homologous Gene Clusters in Caenorhabditis elegans Reveals Striking Regional Cluster Domains , 2006, Genetics.

[74]  Jeroen Raes,et al.  Nonrandom divergence of gene expression following gene and genome duplications in the flowering plant Arabidopsis thaliana , 2006, Genome Biology.

[75]  Eric C Lai,et al.  The Drosophila microRNA iab-4 causes a dominant homeotic transformation of halteres to wings. , 2005, Genes & development.

[76]  Steven Salzberg,et al.  Beware of mis-assembled genomes , 2005, Bioinform..

[77]  C. D. Sauer,et al.  Pteropsin: a vertebrate-like non-visual opsin expressed in the honey bee brain. , 2005, Insect biochemistry and molecular biology.

[78]  Takumi Matsumoto,et al.  Telomere-specific non-LTR retrotransposons and telomere maintenance in the silkworm, Bombyx mori , 2005, Chromosome Research.

[79]  Paramvir S. Dehal,et al.  A phylogenomic gene cluster resource: the Phylogenetically Inferred Groups (PhIGs) database , 2006, BMC Bioinformatics.

[80]  Casey M. Bergman,et al.  Combined Evidence Annotation of Transposable Elements in Genome Sequences , 2005, PLoS Comput. Biol..

[81]  Torbjørn Rognes,et al.  PARALIGN: rapid and sensitive sequence similarity searches powered by parallel computing technology , 2005, Nucleic Acids Res..

[82]  Thomas D. Wu,et al.  GMAP: a genomic mapping and alignment program for mRNA and EST sequence , 2005, Bioinform..

[83]  Akihisa Terakita,et al.  The opsins , 2005, Genome Biology.

[84]  Sergei L. Kosakovsky Pond,et al.  HyPhy: hypothesis testing using phylogenies , 2005, Bioinform..

[85]  Cathy H. Wu,et al.  The Universal Protein Resource (UniProt) , 2004, Nucleic Acids Res..

[86]  Pavel A. Pevzner,et al.  De novo identification of repeat families in large genomes , 2005, ISMB.

[87]  Don G. Gilbert,et al.  wFleaBase: the Daphnia genome database , 2005, BMC Bioinformatics.

[88]  D. Arendt,et al.  Ciliary Photoreceptors with a Vertebrate-Type Opsin in an Invertebrate Brain , 2004, Science.

[89]  Jean YH Yang,et al.  Bioconductor: open software development for computational biology and bioinformatics , 2004, Genome Biology.

[90]  John K. Colbourne,et al.  Five hundred and twenty-eight microsatellite markers for ecological genomic investigations using Daphnia , 2004 .

[91]  Scott A. Rifkin,et al.  Duplicate genes increase gene expression diversity within and between species , 2004, Nature Genetics.

[92]  P. Hebert,et al.  Variation in Chromosome Numbers of Duphnia (Crustacea, Cladocera) , 2004 .

[93]  Ian Korf,et al.  Gene finding in novel genomes , 2004, BMC Bioinformatics.

[94]  S. Cawley,et al.  Novel RNAs identified from an in-depth analysis of the transcriptome of human chromosomes 21 and 22. , 2004, Genome research.

[95]  Adam Godzik,et al.  Comparative analysis of protein domain organization. , 2004, Genome research.

[96]  Robert C. Edgar,et al.  MUSCLE: multiple sequence alignment with high accuracy and high throughput. , 2004, Nucleic acids research.

[97]  Gordon K Smyth,et al.  Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments , 2004, Statistical applications in genetics and molecular biology.

[98]  Dean Laslett,et al.  ARAGORN, a program to detect tRNA genes and tmRNA genes in nucleotide sequences. , 2004, Nucleic acids research.

[99]  Gregory D. Schuler,et al.  Database resources of the National Center for Biotechnology Information: update , 2004, Nucleic acids research.

[100]  D. Kreeger,et al.  COMBO: a defined freshwater culture medium for algae and zooplankton , 1998, Hydrobiologia.

[101]  E. Macagno,et al.  UV photoreceptors in the compound eye of Daphnia magna (Crustacea, Branchiopoda). A fourth spectral class in single ommatidia , 1990, Journal of Comparative Physiology A.

[102]  B Marshall,et al.  Gene Ontology Consortium: The Gene Ontology (GO) database and informatics resource , 2004, Nucleic Acids Res..

[103]  Susumu Goto,et al.  The KEGG resource for deciphering the genome , 2004, Nucleic Acids Res..

[104]  S. Salzberg,et al.  Versatile and open software for comparing large genomes , 2004, Genome Biology.

[105]  Jodie J. Yin,et al.  A comprehensive evolutionary classification of proteins encoded in complete eukaryotic genomes , 2004, Genome Biology.

[106]  C M Kendziorski,et al.  On parametric empirical Bayes methods for comparing multiple groups using replicated gene expression profiles , 2003, Statistics in medicine.

[107]  D. Arendt Evolution of eyes and photoreceptor cell types. , 2003, The International journal of developmental biology.

[108]  Russell G Foster,et al.  Neuropsin (Opn5): a novel opsin identified in mammalian neural tissue 1 , 2003, FEBS letters.

[109]  Darren A. Natale,et al.  The COG database: an updated version includes eukaryotes , 2003, BMC Bioinformatics.

[110]  E. Koonin,et al.  Remarkable Interkingdom Conservation of Intron Positions and Massive, Lineage-Specific Intron Loss and Gain in Eukaryotic Evolution , 2003, Current Biology.

[111]  C. Stoeckert,et al.  OrthoMCL: identification of ortholog groups for eukaryotic genomes. , 2003, Genome research.

[112]  L. Hillier,et al.  PCAP: a whole-genome assembly program. , 2003, Genome research.

[113]  John P. Huelsenbeck,et al.  MrBayes 3: Bayesian phylogenetic inference under mixed models , 2003, Bioinform..

[114]  Todd H. Oakley On Homology of Arthropod Compound Eyes1 , 2003, Integrative and comparative biology.

[115]  Thomas Blumenthal,et al.  Coexpression of neighboring genes in Caenorhabditis elegans is mostly due to operons and duplicate genes. , 2003, Genome research.

[116]  Terence P. Speed,et al.  A comparison of normalization methods for high density oligonucleotide array data based on variance and bias , 2003, Bioinform..

[117]  R. Foster,et al.  In silico characterisation and chromosomal localisation of human RRH (peropsin) – implications for opsin evolution , 2003, BMC Genomics.

[118]  M. Ashburner,et al.  The transposable elements of the Drosophila melanogaster euchromatin: a genomics perspective , 2002, Genome Biology.

[119]  Colin N. Dewey,et al.  Initial sequencing and comparative analysis of the mouse genome. , 2002 .

[120]  A. Olmstead,et al.  Juvenoid hormone methyl farnesoate is a sex determinant in the crustacean Daphnia magna. , 2002, The Journal of experimental zoology.

[121]  T. Crease,et al.  Pokey, a New DNA Transposon in Daphnia (Cladocera: Crustacea) , 2002, Journal of Molecular Evolution.

[122]  Hugh M Robertson,et al.  G Protein-Coupled Receptors in Anopheles gambiae , 2002, Science.

[123]  Jian Wang,et al.  The Genome Sequence of the Malaria Mosquito Anopheles gambiae , 2002, Science.

[124]  Paramvir S. Dehal,et al.  Whole-Genome Shotgun Assembly and Analysis of the Genome of Fugu rubripes , 2002, Science.

[125]  W. J. Kent,et al.  BLAT--the BLAST-like alignment tool. , 2002, Genome research.

[126]  Mouse Genome Sequencing Consortium Initial sequencing and comparative analysis of the mouse genome , 2002, Nature.

[127]  B. Berger,et al.  ARACHNE: a whole-genome shotgun assembler. , 2002, Genome research.

[128]  C. Berrie Ras signaling in Drosophilaoogenesis , 2002, Genome Biology.

[129]  E. Koonin,et al.  Selection in the evolution of gene duplications , 2002, Genome Biology.

[130]  M. Lynch,et al.  The evolutionary fate and consequences of duplicate genes. , 2000, Science.

[131]  T. Cronin,et al.  Spectral tuning and the visual ecology of mantis shrimps. , 2000, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[132]  Wei Qian,et al.  Selection of conserved blocks from multiple alignments for their use in phylogenetic analysis. , 2000, Molecular biology and evolution.

[133]  R. Durbin,et al.  Using GeneWise in the Drosophila annotation experiment. , 2000, Genome research.

[134]  V. Solovyev,et al.  Ab initio gene finding in Drosophila genomic DNA. , 2000, Genome research.

[135]  S. Dongen A cluster algorithm for graphs , 2000 .

[136]  Z. Yang,et al.  Estimating synonymous and nonsynonymous substitution rates under realistic evolutionary models. , 2000, Molecular biology and evolution.

[137]  Dannie Durand,et al.  NOTUNG: A Program for Dating Gene Duplications and Optimizing Gene Family Trees , 2000, J. Comput. Biol..

[138]  M. Sussman,et al.  Maskless fabrication of light-directed oligonucleotide microarrays using a digital micromirror array , 1999, Nature Biotechnology.

[139]  M. Moore,et al.  Synergism and antagonism among multiple stressors , 1999 .

[140]  Teresa J. Crease,et al.  Phylogenetic evidence for a single long-lived clade of crustacean cyclic parthenogens and its implications for the evolution of sex , 1999, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[141]  H. Yamagata,et al.  Heterogeneity and Differential Expression under Hypoxia of Two-domain Hemoglobin Chains in the Water Flea, Daphnia magna * , 1999, The Journal of Biological Chemistry.

[142]  D. Botstein,et al.  Cluster analysis and display of genome-wide expression patterns. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[143]  R. Paul,et al.  Phototaxis in water fleas (Daphnia magna) is differently influenced by visible and UV light , 1998, Journal of Comparative Physiology A.

[144]  R. Quatrano Genomics , 1998, Plant Cell.

[145]  P. Hebert,et al.  Phylogenetics and evolution of a circumarctic species complex (Cladocera: Daphnia pulex) , 1998 .

[146]  Jeffrey L. Boore,et al.  Gene translocation links insects and crustaceans , 1998, Nature.

[147]  W. P. Hayes,et al.  Melanopsin: An opsin in melanophores, brain, and eye. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[148]  Y. Tsukahara,et al.  A Novel Go-mediated Phototransduction Cascade in Scallop Visual Cells* , 1997, The Journal of Biological Chemistry.

[149]  J. Nathans,et al.  Peropsin, a novel visual pigment-like protein located in the apical microvilli of the retinal pigment epithelium. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[150]  Thomas L. Madden,et al.  Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. , 1997, Nucleic acids research.

[151]  S. Eddy,et al.  tRNAscan-SE: a program for improved detection of transfer RNA genes in genomic sequence. , 1997, Nucleic acids research.

[152]  R. Guigó,et al.  Evaluation of gene structure prediction programs. , 1996, Genomics.

[153]  Sakamoto,et al.  Two opsins from the compound eye of the crab Hemigrapsus sanguineus , 1996, The Journal of experimental biology.

[154]  M. Lynch,et al.  Genetics and Analysis of Quantitative Traits , 1996 .

[155]  A. P. Kloek,et al.  The structure of Ascaris hemoglobin domain I at 2.2 A resolution: molecular features of oxygen avidity. , 1995, Proceedings of the National Academy of Sciences of the United States of America.

[156]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[157]  J. Thompson,et al.  CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice. , 1994, Nucleic acids research.

[158]  Stephen G. Sligar,et al.  Mechanisms of Ligand Recognition in Myoglobin , 1994 .

[159]  M. Jiang,et al.  Cytoplasmic retinal localization of an evolutionary homolog of the visual pigments. , 1994, Experimental eye research.

[160]  W. Smith,et al.  Opsins from the lateral eyes and ocelli of the horseshoe crab, Limulus polyphemus. , 1993, Proceedings of the National Academy of Sciences of the United States of America.

[161]  Y. Tsukahara,et al.  Primary structure of crayfish visual pigment deduced from cDNA , 1993, FEBS letters.

[162]  R. Tollrian Neckteeth formation in Daphnia pulex as an example of continuous phenotypic plasticity: morphological effects of Chaoborus kairomone concentration and their quantification , 1993 .

[163]  Michael L. Quillin,et al.  A novel site-directed mutant of myoglobin with an unusually high O2 affinity and low autooxidation rate. , 1994, The Journal of biological chemistry.

[164]  William R. Taylor,et al.  The rapid generation of mutation data matrices from protein sequences , 1992, Comput. Appl. Biosci..

[165]  E. Myers,et al.  Basic local alignment search tool. , 1990, Journal of molecular biology.

[166]  R. Tollrian,et al.  The Ecology and Evolution of Inducible Defenses , 1990, The Quarterly Review of Biology.

[167]  S. Sawyer Statistical tests for detecting gene conversion. , 1989, Molecular biology and evolution.

[168]  S. Carpenter,et al.  Regulation of Lake Primary Productivity by Food Web Structure. , 1987, Ecology.

[169]  B. Weir,et al.  ESTIMATING F‐STATISTICS FOR THE ANALYSIS OF POPULATION STRUCTURE , 1984, Evolution; international journal of organic evolution.

[170]  J. Felsenstein Cases in which Parsimony or Compatibility Methods will be Positively Misleading , 1978 .

[171]  D. F. Lawson,et al.  Daphnia pulex. , 1977, Medical & biological illustration.

[172]  B. Bainbridge,et al.  Genetics , 1981, Experientia.

[173]  S. Goldhor Ecology , 1964, The Yale Journal of Biology and Medicine.