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1.
Proteins ; 92(6): 691-692, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38197126

ABSTRACT

This is a short appreciation of the contributions made by E. James Milner-White to the field of protein structure, in particular his description of small hydrogen-bonded motifs.


Subject(s)
Hydrogen Bonding , Proteins , History, 20th Century , Proteins/chemistry , Proteins/metabolism , History, 21st Century , Protein Conformation , Humans , Models, Molecular
2.
Curr Res Struct Biol ; 6: 100105, 2023.
Article in English | MEDLINE | ID: mdl-37786806

ABSTRACT

The crown bridge loop is hexapeptide motif in which the backbone carbonyl group at position 1 is hydrogen bonded to the backbone imino groups of positions 4 and 6. Residues at positions 1 and 4-6 are held in a tight substructure, but different orientations of the plane of the peptide bond between positions 2 and 3 result in two conformers: the 2,3-αRαR crown bridge loop - found in approximately 7% of proteins - and the 2,3-ßRαL crown bridge loop, found in approximately 1-2% of proteins. We constructed a relational database in which we identified 60 instances of the 2,3-ßRαL conformer, and find that about half occur in enzymes of the haloacid dehalogenase (HAD) superfamily, where they are located next to the catalytic aspartate residue. Analysis of additional enzymes of the HAD superfamily in the extensive SCOPe dataset showed this crown bridge loop to be a conserved feature. Examination of available structures showed that the 2,3-ßRαL conformation - but not the 2,3-αRαR conformation - allows the backbone carbonyl group at position 2 to interact with the essential Mg2+ ion. The possibility of interconversion between the 2,3-ßRαL and 2,3-αRαR conformations during catalysis is discussed.

3.
Proc Natl Acad Sci U S A ; 120(13): e2217084120, 2023 03 28.
Article in English | MEDLINE | ID: mdl-36943876

ABSTRACT

More than half of all extant metazoan species on earth are insects. The evolutionary success of insects is linked with their ability to osmoregulate, suggesting that they have evolved unique physiological mechanisms to maintain water balance. In beetles (Coleoptera)-the largest group of insects-a specialized rectal ("cryptonephridial") complex has evolved that recovers water from the rectum destined for excretion and recycles it back to the body. However, the molecular mechanisms underpinning the remarkable water-conserving functions of this system are unknown. Here, we introduce a transcriptomic resource, BeetleAtlas.org, for the exceptionally desiccation-tolerant red flour beetle Tribolium castaneum, and demonstrate its utility by identifying a cation/H+ antiporter (NHA1) that is enriched and functionally significant in the Tribolium rectal complex. NHA1 localizes exclusively to a specialized cell type, the leptophragmata, in the distal region of the Malpighian tubules associated with the rectal complex. Computational modeling and electrophysiological characterization in Xenopus oocytes show that NHA1 acts as an electroneutral K+/H+ antiporter. Furthermore, genetic silencing of Nha1 dramatically increases excretory water loss and reduces organismal survival during desiccation stress, implying that NHA1 activity is essential for maintaining systemic water balance. Finally, we show that Tiptop, a conserved transcription factor, regulates NHA1 expression in leptophragmata and controls leptophragmata maturation, illuminating the developmental mechanism that establishes the functions of this cell. Together, our work provides insights into the molecular architecture underpinning the function of one of the most powerful water-conserving mechanisms in nature, the beetle rectal complex.


Subject(s)
Tribolium , Animals , Tribolium/genetics , Tribolium/metabolism , Protons , Antiporters/metabolism , Rectum/metabolism , Water/metabolism
4.
Nucleic Acids Res ; 50(D1): D1010-D1015, 2022 01 07.
Article in English | MEDLINE | ID: mdl-34718735

ABSTRACT

FlyAtlas 2 (flyatlas2.org) is a database and web application for studying the expression of the genes of Drosophila melanogaster in different tissues of adults and larvae. It is based on RNA-Seq data, and incorporates both genes encoding proteins and microRNAs. We have now completed the population of the database with 13 tissues from both male and female adults, five sex-specific tissues, and eight larval tissues. Larval garland cell nephrocytes have also been included. Major enhancements have been made to the application. First, a facility has been added for a 'Profile' search for genes with a similar pattern of tissue expression as a query gene. This may help establish the function of genes for which this is currently unknown. Second, a facility has been added dedicated to the larval midgut, where the difference in gene expression in the five regions of different pH can be explored. A variety of further improvements to the interface are described.


Subject(s)
Databases, Genetic , Drosophila melanogaster/genetics , Gene Expression Regulation/genetics , Software , Animals , Drosophila Proteins/classification , Drosophila Proteins/genetics , Drosophila melanogaster/classification , Female , Larva/genetics , Larva/growth & development , Male , MicroRNAs/classification , MicroRNAs/genetics
5.
Acta Crystallogr D Struct Biol ; 77(Pt 8): 1040-1049, 2021 Aug 01.
Article in English | MEDLINE | ID: mdl-34342277

ABSTRACT

The ß-link is a composite protein motif consisting of a G1ß ß-bulge and a type II ß-turn, and is generally found at the end of two adjacent strands of antiparallel ß-sheet. The 1,2-positions of the ß-bulge are also the 3,4-positions of the ß-turn, with the result that the N-terminal portion of the polypeptide chain is orientated at right angles to the ß-sheet. Here, it is reported that the ß-link is frequently found in certain protein folds of the SCOPe structural classification at specific locations where it connects a ß-sheet to another area of a protein. It is found at locations where it connects one ß-sheet to another in the ß-sandwich and related structures, and in small (four-, five- or six-stranded) ß-barrels, where it connects two ß-strands through the polypeptide chain that crosses an open end of the barrel. It is not found in larger (eight-stranded or more) ß-barrels that are straightforward ß-meanders. In some cases it initiates a connection between a single ß-sheet and an α-helix. The ß-link also provides a framework for catalysis in serine proteases, where the catalytic serine is part of a conserved ß-link, and in cysteine proteases, including Mpro of human SARS-CoV-2, in which two residues of the active site are located in a conserved ß-link.


Subject(s)
Protein Structure, Secondary , Serine Proteases/chemistry , Amino Acid Motifs , Animals , Catalytic Domain , Coronavirus 3C Proteases/chemistry , Coronavirus 3C Proteases/metabolism , Cysteine Proteases/chemistry , Cysteine Proteases/metabolism , Databases, Protein , Humans , Hydrogen Bonding , Models, Molecular , SARS-CoV-2/chemistry , SARS-CoV-2/enzymology , Serine Proteases/metabolism , Structural Homology, Protein
6.
Acta Crystallogr D Struct Biol ; 77(Pt 2): 217-223, 2021 Feb 01.
Article in English | MEDLINE | ID: mdl-33559610

ABSTRACT

In standard ß-bulges, a residue in one strand of a ß-sheet forms hydrogen bonds to two successive residues (`1' and `2') of a second strand. Two categories, `classic' and `G1' ß-bulges, are distinguished by their dihedral angles: 1,2-αRßR (classic) or 1,2-αLßR (G1). It had previously been observed that G1 ß-bulges are most often found as components of two quite distinct composite structures, suggesting that a basis for further differentiation might exist. Here, it is shown that two subtypes of G1 ß-bulges, G1α and G1ß, may be distinguished by their conformation (αR or ßR) at residue `0' of the second strand. ß-Bulges that are constituents of the composite structure named the ß-bulge loop are of the G1α type, whereas those that are constituents of the composite structure named ß-link here are of the G1ß type. A small proportion of G1ß ß-bulges, but not G1α ß-bulges, occur in other contexts. There are distinctive differences in amino-acid composition and sequence pattern between these two types of G1 ß-bulge which may have practical application in protein design.


Subject(s)
Proteins/chemistry , Amino Acid Motifs , Databases, Protein , Models, Molecular , Protein Conformation, beta-Strand
7.
Nucleic Acids Res ; 46(D1): D809-D815, 2018 01 04.
Article in English | MEDLINE | ID: mdl-29069479

ABSTRACT

FlyAtlas 2 (www.flyatlas2.org) is part successor, part complement to the FlyAtlas database and web application for studying the expression of the genes of Drosophila melanogaster in different tissues of adults and larvae. Although generated in the same lab with the same fly line raised on the same diet as FlyAtlas, the FlyAtlas2 resource employs a completely new set of expression data based on RNA-Seq, rather than microarray analysis, and so it allows the user to obtain information for the expression of different transcripts of a gene. Furthermore, the data for somatic tissues are now available for both male and female adult flies, allowing studies of sexual dimorphism. Gene coverage has been extended by the inclusion of microRNAs and many of the RNA genes included in Release 6 of the Drosophila reference genome. The web interface has been modified to accommodate the extra data, but at the same time has been adapted for viewing on small mobile devices. Users also have access to the RNA-Seq reads displayed alongside the annotated Drosophila genome in the (external) UCSC browser, and are able to link out to the previous FlyAtlas resource to compare the data obtained by RNA-Seq with that obtained using microarrays.


Subject(s)
Drosophila melanogaster/genetics , Gene Expression , RNA/genetics , Animals , Drosophila melanogaster/growth & development , Female , Larva , Male , MicroRNAs/genetics , Microarray Analysis , Sequence Analysis, RNA , Sex Characteristics , User-Computer Interface , Web Browser
8.
Proteins ; 83(11): 2067-76, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26358948

ABSTRACT

The backbone NH groups of proteins can form N1N3-bridges to δ-ve or anionic acceptor atoms when the tripeptide in which they occur orients them appropriately, as in the RL and LR nest motifs, which have dihedral angles 1,2-αR αL and 1,2-αL αR , respectively. We searched a protein database for structures with backbone N1N3-bridging to anionic atoms of the polypeptide chain and found that RL and LR nests together accounted for 92% of examples found (88% RL nests, 4% LR nests). Almost all the remaining 8% of N1N3-bridges were found within a third tripeptide motif which has not been described previously. We term this a "crown," because of the disposition of the tripeptide CO groups relative to the three NH groups and the acceptor oxygen anion, and the crown together with its bridged anion we term a "crown bridge." At position 2 of these structures the dihedral angles have a tight αR distribution, but at position 1 they have a wider distribution, with ϕ and ψ values generally being lower than those at position 1. Over half of crown bridges involve the backbone CO group three residues N-terminal to the tripeptide, the remainder being to other main-chain or side-chain carbonyl groups. As with nests, bridging of crowns to oxygen atoms within ligands was observed, as was bridging to the sulfur atom of an iron-sulfur cluster. This latter property may be of significance for protein evolution.


Subject(s)
Amino Acid Motifs , Hydrogen Bonding , Protein Conformation , Anions , Databases, Protein , Models, Molecular , Peptides/chemistry , Proteins/chemistry
9.
Proteins ; 82(11): 3023-31, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25132631

ABSTRACT

The nest is a protein motif of three consecutive amino acid residues with dihedral angles 1,2-αR αL (RL nests) or 1,2-αL αR (LR nests). Many nests form a depression in which an anion or δ-negative acceptor atom is bound by hydrogen bonds from the main chain NH groups. We have determined the extent and nature of this bridging in a database of protein structures using a computer program written for the purpose. Acceptor anions are bound by a pair of bridging hydrogen bonds in 40% of RL nests and 20% of LR nests. Two thirds of the bridges are between the NH groups at Positions 1 and 3 of the motif (N1N3-bridging)-which confers a concavity to the nest; one third are of the N2N3 type-which does not. In bridged LR nests N2N3-bridging predominates (14% N1N3: 75% N2N3), whereas in bridged RL nests the reverse is true (69% N1N3: 25% N2N3). Most bridged nests occur within larger motifs: 45% in (hexapeptide) Schellman loops with an additional 4 → 0 hydrogen bond (N1N3), 11% in Schellman loops with an additional 5 → 1 hydrogen bond (N2N3), 12% in a composite structure including a type 1ß-bulge loop and an asx- or ST- motif (N1N3)-remarkably homologous to the N1N3-bridged Schellman loop-and 3% in a composite structure including a type 2ß-bulge loop and an asx-motif (N2N3). A third hydrogen bond is a previously unrecognized feature of Schellman loops as those lacking bridged nests have an additional 4 → 0 hydrogen bond.


Subject(s)
Amino Acid Motifs , Hydrogen Bonding , Algorithms , Anions/chemistry , Computational Biology/methods , Models, Molecular , Protein Conformation
10.
Proteins ; 82(2): 230-9, 2014 Feb.
Article in English | MEDLINE | ID: mdl-23836509

ABSTRACT

Helical parameters displayed on a Ramachandran plot allow peptide structures with successive residues having identical main chain conformations to be studied. We investigate repeating dipeptide main chain conformations and present Ramachandran plots encompassing the range of possible structures. Repeating dipeptides fall into the categories: rings, ribbons, and helices. Partial rings occur in the form of "nests" and "catgrips"; many nests are bridged by an oxygen atom hydrogen bonding to the main chain NH groups of alternate residues, an interaction optimized by the ring structure of the nest. A novel recurring feature is identified that we name unpleated ß, often situated at the ends of a ß-sheet strand. Some are partial rings causing the polypeptide to curve gently away from the sheet; some are straight. They lack ß-pleat and almost all incorporate a glycine. An example is the first glycine in the GxxxxGK motif of P-loop proteins. Ribbons in repeating dipeptides can be either flat, as seen in repeated type II and type II' ß-turns, or twisted, as in multiple type I and type I' ß-turns. Hexa- and octa-peptides in such twisted ribbons occur frequently in proteins, predominantly with type I ß-turns, and are the same as the "ß-bend ribbons" hitherto identified only in short peptides. One is seen in the GTPase-activating protein for Rho in the active, but not the inactive, form of the enzyme. It forms a ß-bend ribbon, which incorporates the catalytic arginine, allowing its side chain guanidino group to approach the active site and enhance enzyme activity.


Subject(s)
Dipeptides/chemistry , Proteins/chemistry , Algorithms , Computer Simulation , Hydrogen Bonding , Models, Molecular , Protein Structure, Secondary
11.
Nucleic Acids Res ; 41(Database issue): D744-50, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23203866

ABSTRACT

The FlyAtlas resource contains data on the expression of the genes of Drosophila melanogaster in different tissues (currently 25-17 adult and 8 larval) obtained by hybridization of messenger RNA to Affymetrix Drosophila Genome 2 microarrays. The microarray probe sets cover 13,250 Drosophila genes, detecting 12,533 in an unambiguous manner. The data underlying the original web application (http://flyatlas.org) have been restructured into a relational database and a Java servlet written to provide a new web interface, FlyAtlas 2 (http://flyatlas.gla.ac.uk/), which allows several additional queries. Users can retrieve data for individual genes or for groups of genes belonging to the same or related ontological categories. Assistance in selecting valid search terms is provided by an Ajax 'autosuggest' facility that polls the database as the user types. Searches can also focus on particular tissues, and data can be retrieved for the most highly expressed genes, for genes of a particular category with above-average expression or for genes with the greatest difference in expression between the larval and adult stages. A novel facility allows the database to be queried with a specific gene to find other genes with a similar pattern of expression across the different tissues.


Subject(s)
Databases, Genetic , Drosophila melanogaster/genetics , Animals , Drosophila melanogaster/growth & development , Gene Expression , Genes, Insect , Internet , User-Computer Interface
12.
BMC Struct Biol ; 12: 26, 2012 Oct 16.
Article in English | MEDLINE | ID: mdl-23067391

ABSTRACT

BACKGROUND: Protein structures incorporate characteristic three-dimensional elements defined by some or all of hydrogen bonding, dihedral angles and amino acid sequence. The software application, Structure Motivator, allows interactive exploration and analysis of such elements, and their resolution into sub-classes. RESULTS: Structure Motivator is a standalone application with an embedded relational database of proteins that, as a starting point, can furnish the user with a palette of unclassified small peptides or a choice of pre-classified structural motifs. Alternatively the application accepts files of data generated externally. After loading, the structural elements are displayed as two-dimensional plots of dihedral angles (φ/ψ, φ/χ1 or in combination) for each residue, with visualization options to allow the conformation or amino acid composition at one residue to be viewed in the context of that at other residues. Interactive selections may then be made and structural subsets saved to file for further sub-classification or external analysis. The application has been applied both to classical motifs, such as the ß-turn, and 'non-motif' structural elements, such as specific segments of helices. CONCLUSIONS: Structure Motivator allows structural biologists, whether or not they possess computational skills, to subject small structural elements in proteins to rapid interactive analysis that would otherwise require complex programming or database queries. Within a broad group of structural motifs, it facilitates the identification and separation of sub-classes with distinct stereochemical properties.


Subject(s)
Computational Biology/methods , Protein Conformation , Proteins/chemistry , Software , Amino Acids/chemistry , Databases, Protein , Models, Molecular
13.
Rapid Commun Mass Spectrom ; 25(22): 3422-6, 2011 Nov 30.
Article in English | MEDLINE | ID: mdl-22002696

ABSTRACT

This work describes a freely available web-based facility which can be used to analyse raw or processed mass spectrometric data from metabolomics experiments and display the metabolites identified--and changes in their experimental abundance--in the context of the metabolic pathways in which they occur. The facility, Pathos (http://motif.gla.ac.uk/Pathos/), employs Java servlets and is underpinned by a relational database populated from the Kyoto Encyclopaedia of Genes and Genomes (KEGG). Input files can contain either raw m/z values from experiments conducted in different modes, or KEGG or MetaCyc IDs assigned by the user on the basis of the m/z values and other criteria. The textual output lists the KEGG pathways on an XHTML page according to the number of metabolites or potential metabolites that they contain. Filtering by organism is also available. For metabolic pathways of interest, the user is able to retrieve a pathway map with identified metabolites highlighted. A particular feature of Pathos is its ability to process relative quantification data for metabolites identified under different experimental conditions, and to present this in an easily comprehensible manner. Results are colour-coded according to the degree of experimental change, and bar charts of the results can be generated interactively from either the text listings or the pathway maps. The visual presentation of the output from Pathos is designed to allow the rapid identification of metabolic areas of potential interest, after which particular results may be examined in detail.


Subject(s)
Databases, Factual , Internet , Mass Spectrometry/methods , Metabolomics/methods , Software , Metabolic Networks and Pathways , User-Computer Interface
14.
Proteins ; 79(3): 1010-9, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21287629

ABSTRACT

We prepared a set of about 2000 α-helices from a relational database of high-resolution three-dimensional structures of globular proteins, and identified additional main chain i ← i+3 hydrogen bonds at the ends of the helices (i.e., where the hydrogen bonding potential is not fulfilled by canonical i ← i+4 hydrogen bonds). About one-third of α-helices have such additional hydrogen bonds at the N-terminus, and more than half do so at the C-terminus. Although many of these additional hydrogen bonds at the C-terminus are associated with Schellman loops, the majority are not. We compared the dihedral angles at the termini of α-helices having or lacking the additional hydrogen bonds. Significant differences were found, especially at the C-terminus, where the dihedral angles at positions C2 and C1 in the absence of additional hydrogen bonds deviate substantially from those occurring within the α-helix. Using a novel approach we show how the structure of the C-terminus of the α-helix can emerge from that of constituent overlapping α-turns and ß-turns, which individually show a variation in dihedral angles at different positions. We have also considered the direction of propagation of the α-helix using this approach. If one assumes that helices start as a single α-turn and grow by successive addition of further α-turns, the paths for growth in the N → C and C → N directions differ in a way that suggests that extension in the C → N direction is favored.


Subject(s)
Proteins/chemistry , Hydrogen Bonding , Protein Conformation
15.
BMC Bioinformatics ; 10: 60, 2009 Feb 11.
Article in English | MEDLINE | ID: mdl-19210785

ABSTRACT

BACKGROUND: Small loop-shaped motifs are common constituents of the three-dimensional structure of proteins. Typically they comprise between three and seven amino acid residues, and are defined by a combination of dihedral angles and hydrogen bonding partners. The most abundant of these are alphabeta-motifs, asx-motifs, asx-turns, beta-bulges, beta-bulge loops, beta-turns, nests, niches, Schellmann loops, ST-motifs, ST-staples and ST-turns. We have constructed a database of such motifs from a range of high-quality protein structures and built a web application as a visual interface to this. DESCRIPTION: The web application, Motivated Proteins, provides access to these 12 motifs (with 48 sub-categories) in a database of over 400 representative proteins. Queries can be made for specific categories or sub-categories of motif, motifs in the vicinity of ligands, motifs which include part of an enzyme active site, overlapping motifs, or motifs which include a particular amino acid sequence. Individual proteins can be specified, or, where appropriate, motifs for all proteins listed. The results of queries are presented in textual form as an (X)HTML table, and may be saved as parsable plain text or XML. Motifs can be viewed and manipulated either individually or in the context of the protein in the Jmol applet structural viewer. Cartoons of the motifs imposed on a linear representation of protein secondary structure are also provided. Summary information for the motifs is available, as are histograms of amino acid distribution, and graphs of dihedral angles at individual positions in the motifs. CONCLUSION: Motivated Proteins is a publicly and freely accessible web application that enables protein scientists to study small three-dimensional motifs without requiring knowledge of either Structured Query Language or the underlying database schema.


Subject(s)
Amino Acid Motifs , Databases, Protein , Proteins/chemistry , Animals , Humans , Internet , Protein Structure, Tertiary , Software
16.
J Mol Biol ; 385(4): 1076-86, 2009 Jan 30.
Article in English | MEDLINE | ID: mdl-19038265

ABSTRACT

We have surveyed the bridging of pairs of main chain carbonyl oxygens by cations or by delta(+) hydrogens within hydrogen bonding groups. A three to four residue motif, which we call the niche, with characteristic phi,psi angles, is by far the commonest feature with this property. The niche accommodates atoms or groups that offer delta(+) charges, including water molecules or metal ions, as well as amines, guanidines, and other NH(2) groups. Seven percent of all residues in an average soluble protein belong to a niche; another 7% have the niche conformation but no obvious bridging delta(+) group. Fifty-five percent of niches occur either following a type 1 beta-turn or at the C-termini of alpha-helices, and niches turn out to be the most common C-terminal features of alpha-helices: 39% of alpha-helical C-termini are niches, whereas 34% are Schellman loops. 3(10) helices also frequently terminate in niches. Niches that bind K(+), Na(+) or Ca(2+) occur in some functional contexts: in the cyclic peptides valinomycin and antamanide; in several enzymes that are allosterically activated by Na(+) or K(+); and in the calcium pump, where a niche is integrally involved in the ion transport.


Subject(s)
Proteins/chemistry , Algorithms , Amino Acid Motifs , Amino Acids/metabolism , Cations , Cluster Analysis , Escherichia coli/enzymology , Metals/metabolism , Proteins/metabolism
17.
Methods Mol Biol ; 395: 109-32, 2007.
Article in English | MEDLINE | ID: mdl-17993670

ABSTRACT

We describe BugView, a cross-platform application for presenting and comparing the genomes of bacteria or eukaryotes. We give particular emphasis to its use in comparing the genes of related bacterial genomes, and consider different methods of automating the preparation of genome comparison files, including a new web-based facility. Ways of using BugView to study and present the internal structure of genomes are also discussed. BugView/weB, a Java applet for web deployment of BugView files, is presented for the first time.


Subject(s)
Databases, Genetic , Genome, Bacterial , Programming Languages , Internet
18.
Bioinformatics ; 20(1): 129-30, 2004 Jan 01.
Article in English | MEDLINE | ID: mdl-14693822

ABSTRACT

UNLABELLED: BugView is a Java application for visualizing homologous genes on a pair of related genomes, and can also be used to view individual genomes. It accepts files of prokaryotic or eukaryotic genomes in GenBank format and allows users to assign homologous pairs, and make and save annotations. AVAILABILITY: http://www.gla.ac.uk/~dpl1n/BugView/


Subject(s)
Database Management Systems , Databases, Nucleic Acid , Documentation , Genome , Information Storage and Retrieval/methods , Sequence Alignment/methods , Sequence Analysis, DNA/methods , User-Computer Interface , Computer Graphics , Gene Expression Profiling/methods , Genome, Bacterial
19.
OMICS ; 8(4): 289-305, 2004.
Article in English | MEDLINE | ID: mdl-15703477

ABSTRACT

The study of polygenic disorders such as cardiovascular and metabolic diseases requires access to vast amounts of experimental and in silico data. Where animal models of disease are being used, visualization of syntenic genome regions is one of the most important tools supporting data analysis. We define what is required to visualize synteny in terms of the data being displayed, the screen layout, and user interaction. We then describe a prototype visualization tool, SyntenyVista, which provides integrated access to quantitative trait loci, microarray, and gene datasets. We believe that SyntenyVista is a significant step towards an improved representation of comparative genomics data.


Subject(s)
Genome , Genomics/methods , Algorithms , Animals , Chromosome Mapping , Computational Biology , Computer Graphics , Databases, Genetic , Gene Expression Profiling , Humans , Information Storage and Retrieval , Models, Genetic , Oligonucleotide Array Sequence Analysis , Quantitative Trait Loci , Software , User-Computer Interface
20.
Nature ; 424(6944): 14, 2003 Jul 03.
Article in English | MEDLINE | ID: mdl-12840728
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