Literature DB >> 21177655

The 2011 Nucleic Acids Research Database Issue and the online Molecular Biology Database Collection.

Michael Y Galperin1, Guy R Cochrane.   

Abstract

The current 18th Database Issue of Nucleic Acids Research features descriptions of 96 new and 83 updated online databases covering various areas of molecular biology. It includes two editorials, one that discusses COMBREX, a new exciting project aimed at figuring out the functions of the 'conserved hypothetical' proteins, and one concerning BioDBcore, a proposed description of the 'minimal information about a biological database'. Papers from the members of the International Nucleotide Sequence Database collaboration (INSDC) describe each of the participating databases, DDBJ, ENA and GenBank, principles of data exchange within the collaboration, and the recently established Sequence Read Archive. A testament to the longevity of databases, this issue includes updates on the RNA modification database, Definition of Secondary Structure of Proteins (DSSP) and Homology-derived Secondary Structure of Proteins (HSSP) databases, which have not been featured here in >12 years. There is also a block of papers describing recent progress in protein structure databases, such as Protein DataBank (PDB), PDB in Europe (PDBe), CATH, SUPERFAMILY and others, as well as databases on protein structure modeling, protein-protein interactions and the organization of inter-protein contact sites. Other highlights include updates of the popular gene expression databases, GEO and ArrayExpress, several cancer gene databases and a detailed description of the UK PubMed Central project. The Nucleic Acids Research online Database Collection, available at: http://www.oxfordjournals.org/nar/database/a/, now lists 1330 carefully selected molecular biology databases. The full content of the Database Issue is freely available online at the Nucleic Acids Research web site (http://nar.oxfordjournals.org/).

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Mesh:

Year:  2011        PMID: 21177655      PMCID: PMC3013748          DOI: 10.1093/nar/gkq1243

Source DB:  PubMed          Journal:  Nucleic Acids Res        ISSN: 0305-1048            Impact factor:   16.971


COMMENTARY

This current, 18th annual Database Issue of Nucleic Acids Research (NAR) features descriptions of 96 new (Table 1) online databases covering a variety of molecular biology data and 83 data resources that have previously been published in NAR or other journals. The accompanying NAR online Molecular Biology Database Collection (http://www.oxfordjournals.org/nar/database/a/) now includes 1330 data sources.
Table 1.

New molecular biology databases featured in the 2011 NAR Database Issue

Database nameURLBrief description
Allele Frequency Nethttp://www.allelefrequencies.netImmunogenetic gene frequencies in worldwide populations
AmoebaDBhttp://amoebadb.org/amoeba/Functional genomics resource for Amoebazoa
ArachnoServerahttp://archnoserver.orgSequence, structure and activity of protein toxins from spider venom
AREsitehttp://rna.tbi.univie.ac.at/AREsiteAU-Rich Elements in vertebrate mRNA UTR sequences
ASDhttp://mdl.shsmu.edu.cn/ASD/Allosteric Site Database
ASPicDBahttp://www.caspur.it/ASPicDB/Alternative Splicing Prediction DataBase
Autophagy Databasehttp://tp-apg.genes.nig.ac.jp/autophagy/Proteins involved in autophagy (self-digestion of eukaryotic cells)
BISChttp://bisc.soe.ucsc.eduBInary SubComplexes in Proteins
Bovine Genomehttp://BovineGenome.orgBovine Genome database
BriXhttp://brix.switchlab.org/Protein building blocks for structural analysis
BSDBhttp://www.ifpan.edu.pl/BSDBBiomolecule Stretching Database
BRENDA-BTOhttp://www.brenda-enzymes.org/BTOBRENDA Tissue Ontology database
CADgenehttp://www.bioguo.org/CADgene/Coronary artery disease gene database
CAMERAahttp://camera.calit2.net/Cyberinfrastructure for Advanced Microbial Ecology Research and Analysis
CancerResourcehttp://bioinformatics.charite.de/cancerresource/Cancer-related proteins and compounds
CaSNPhttp://cistrome.dfci.harvard.edu/snparray/Copy number alterations in cancer genomes
cBARBELhttp://www.catfishgenome.org/Catfish genome database
CCDBhttp://crdd.osdd.net/raghava/ccdb/Cervical cancer gene database
CDDBhttp://www.cdyn.org/Conformational Dynamics Data Bank of proteins and protein assemblies
ChemProthttp://www.cbs.dtu.dk/services/ChemProt/Annotated and predicted interactions of chemicals with proteins
CLIPZhttp://www.clipz.unibas.chExperimentally-determined binding sites of RNA-binding proteins
COMBREXhttp://www.combrex.org/COMputational BRidges to EXperiments
CPLAhttp://cpla.biocuckoo.org/Compendium of protein lysine acetylation
DAnCERhttp://wodaklab.org/dancer/Disease Annotated Chromatin Epigenetic Resource
DBASS5/3http://www.dbass.org.ukDatabase of Aberrant Splice Sites: 5′ and 3′ splice sites
dbCRIDhttp://dbcrid.biolead.orgDatabase of Chromosomal Rearrangements In Diseases
dbDNVhttp://140.109.42.20/DNVsDatabase of Duplicated-gene Nucleotide Variants
dbSNP-Qhttp://cgsmd.isi.edu/dbsnpqGWAS prioritization tool
DDPChttp://apps.sanbi.ac.za/ddpc/Database of Genes Associated with Prostate Cancer
EDULISShttp://eduliss.bch.ed.ac.uk/EDinburgh University Ligand Selection System
Effectivehttp://www.effectors.orgPredicted secreted bacterial proteins
EMDataBankhttp://emdatabank.org3D cryo-electron microscopy maps, models and metadata
FlyFactorSurveyhttp://pgfe.umassmed.edu/TFDBS/Drosophila transcription factor and their binding specificities
FragmentStorehttp://bioinformatics.charite.de/fragment_storeCompound fragment library for fragment-based drug design
FusariumDBhttp://www.fusariumdb.org/Comparative genomics of Fusarium strains
GET-Evidencehttp://get-evidence.orgA system for analyzing non-synonymous SNPs in human genes
GlycomeDBahttp://www.glycome-db.orgCarbohydrate structures
Herb Ingredient Targetshttp://lifecenter.sgst.cn/hitProtein targets for active compounds from Chinese herbs
HitPredicthttp://hintdb.hgc.jp/htp/High-confidence protein–protein interactions
Hymenoptera Genomehttp://HymenopteraGenome.orgGenome sequences for honey bee and the wasp Nasonia vitripennis
IGDDhttp://115.248.74.248/igdd/home.aspxIndian Genetic Disease Database
IGRhCellIDhttp://igrcid.ibms.sinica.edu.twIntegrated Genomic Resources of Human Cell Lines for Identification
IKMChttp://www.knockoutmouse.orgThe International Knockout Mouse Consortium database
Isobasehttp://isobase.csail.mit.eduIsoRank PPI Network Alignment Based Ortholog Database
KaPPA-Viewhttp://kpv.kazusa.or.jp/kpv4Kazusa Plant Pathway Viewer
KUPShttp://www.ittc.ku.edu/chenlab/University of Kansas Proteomics Service: protein–protein interaction
Laminin Databasehttp://www.lm.lncc.brLaminin Database
lncRNAdbhttp://www.lncrnadb.comLong Non-Coding RNA Database
LocDBhttp://www.rostlab.org/services/locDBProtein localization data for human and Arabidopsis
LSDhttp://www.eplantsenescence.orgLeaf Senescence Database
MatrixDBhttp://matrixdb.ibcp.frExtracellular matrix proteins and their interactions
mESAdbhttp://konulab.fen.bilikent.edu.tr/mirnamicroRNA Expression and Sequence Analysis Database
MicrosporidiaDBhttp://microsporidiadb.orgFunctional genomics resource for Microsporidia
miRTarBasehttp://mirtarbase.mbc.nctu.edu.twExperimentally validated interactions of microRNA with their targets
MitoGenesisDBhttp://www.dsimb.inserm.fr/dsimb_tools/mitgeneGene expression in mitochondrial biogenesis
NCBI Epigenomicshttp://www.ncbi.nlm.nih.gov/epigenomics/Genomic maps of nuclear changes that control gene expression
NGSmethDBhttp://bioinfo2.ugr.es/meth/NGSmethDB.phpNext-generation sequencing DNA methylation data
NIAS GeneBankhttp://www.gene.affrc.go.jp/databases_en.phpPlant genetic resources at the National Institute of Agrobiological Sciences in Tsukuba, Japan
non-B DBhttp://nonb.abcc.ncifcrf.govNon-B DNA forming motifs in mammalian genomes
OMA browserahttp://www.omabrowser.orgOrthology Matrix
OMPdbhttp://bioinformatics.biol.uoa.gr/OMPdbOuter membrane proteins from Gram-negative bacteria
P2CSahttp://www.p2cs.orgProkaryotic 2-Component Systems database
PAIRhttp://www.cls.zju.edu.cn/pair/Predicted Arabidopsis Interactome Resource
Pancreas Expressionahttp://www.pancreasexpression.orgPancreatic gene Expression database
Pathway Commonshttp://www.pathwaycommons.org/pc/Metabolic and signaling pathways from multiple organisms
PCDBhttp://pcdb.unq.edu.ar/Protein Conformational Diversity database
PCDDBhttp://pcddb.cryst.bbk.ac.ukProtein Circular Dichroism Database
PCRPi-DBhttp://www.bioinsilico.org/PCRPIDBPresaging Critical Residues in Protein interface-DataBase
PhEVERhttp://pbil.univ-lyon1.fr/databases/phever/index.phpPhylogenetic Exploration of Viruses and their Evolutionary Relationships
PHOSIDAahttp://www.phosida.comPosttranslational modification sites identified by mass spectrometry
PmiRKBhttp://bis.zju.edu.cn/pmirkbPlant microRNA knowledge base
PolyQhttp://pxgrid.med.monash.edu.au/polyq2i/Polyglutamine Repeats in Proteins
PREXhttp://csb.wfu.edu/PREXPeroxiRedoxin classification indEX
PRIDBhttp://bindr.gdcb.iastate.edu/PRIDBProtein–RNA Interface Database
PROhttp://pir.georgetown.edu/proProtein Ontology based on evolutionary relatedness
PROMISCUOUShttp://bioinformatics.charite.de/promiscuousProtein interactions data for studies of drug repositioning
ProtCIDhttp://dunbrack2.fccc.edu/protcidProtein Common Interface Database
PSSRdbhttp://210.212.215.200/PSSR/pssr_frame.htmlPolymorphic Simple Sequence Repeats in bacteria
RBPDBhttp://rbpdb.ccbr.utoronto.ca/RNA-binding proteins and their specificities
RegPhoshttp://RegPhos.mbc.nctu.edu.twRegulatory Network in Protein Phosphorylation
REPAIRtoirehttp://repairtoire.genesilico.plDNA repair pathways of human, yeast and E. coli
RepTarhttp://reptar.ekmd.huji.ac.il/Predicted targets of host and viral miRNAs
RiceXProhttp://ricexpro.dna.affrc.go.jp/High-resolution analysis of rice transcriptome
RIKEN mammalshttp://scines.org/db/mammal
SAHGhttp://bird.cbrc.jp/sahgStructural Atlas of Human Genome
SCLDhttp://scld.mcb.uconn.eduStem Cell Lineage Database
SolGenomicsahttp://solgenomics.net/Solanaceae Genomics Network
SPIKEhttp://www.cs.tau.ac.il/∼spike/Signaling Pathways Integrated Knowledge Engine
Starbasehttp://starbase.sysu.edu.cn/microRNA–mRNA interaction maps
SuperSweethttp://bioinformatics.charite.de/sweetNatural and artificial sweetening agents
TADBhttp://bioinfo-mml.sjtu.edu.cn/TADB/Type II Toxin-Antitoxin loci in bacteria and archaea
TcoF-DBhttp://cbrc.kaust.edu.sa/tcofDatabase for Human Transcription Co-Factors
TFGDhttp://ted.bti.cornell.eduTomato Functional Genomics Database
ThYmehttp://www.enzyme.cbirc.iastate.eduThioester-active enzymes
TIARAhttp://www.gmi.ac.krTotally Integrated Array data and high-throughput sequencing Read data Archive for human whole genomes
TMPadhttp://bio-cluster.iis.sinica.edu.tw/TMPad/Helix-packing folds in transmembrane proteins
TOPSANhttp://www.topsan.orgThe Open Protein Structure Annotation Network
TRIPhttp://www.trpchannel.orgProtein–protein interactions in mammalian TRP channels
UCSC Cancer Genomics Browserhttp://genome-cancer.cse.ucsc.eduWeb-based tools to integrate, visualize and analyze cancer genomics and clinical data
UK PubMed Centralhttp://ukpmc.ac.uk/UK PubMed Central database
ViralZonehttp://www.expasy.org/viralzoneMolecular and epidemiological data on viral genera and families
VnDhttp://210.218.222.221:8080/VnD/Variation and Disease: disease-related SNPs and drugs
WebGeSTer DBhttp://pallab.serc.iisc.ernet.in/gester/Genome Scanner for bacterial transcriptional Terminators
YPAhttp://service.csbb.ntu.edu.tw/ypa/Yeast promoter atlas

aA description of this database has been previously published elsewhere.

New molecular biology databases featured in the 2011 NAR Database Issue aA description of this database has been previously published elsewhere. In addition to this editorial comment, the current issue includes two more editorials. The first of them (1) is a collective statement by a large consortium of scientists, including the authors of this article, who are concerned with the proliferation of new databases that are rarely able to talk to each other. As a result, instead of contributing to building a single body of knowledge, these databases risk functioning increasingly as isolated islands in a sea of disparate biological data. This article proposes creating a community-defined, uniform, generic description of the core attributes of biological databases, BioDBcore, a kind of ‘minimal information about a biological database’, and provides a preliminary checklist to describe basic specifications of each new database (1). We would ask the authors of future submissions to the NAR Database Issue to fill out that checklist (or its latest version posted at http://biocurator.org/biodbcore.shtml) and provide it as Supplementary Data to their manuscripts. In addition, we will explore ways in which the NAR online Molecular Biology Database Collection might ultimately support the standard. Another editorial (2) describes COMBREX, an exciting project that is aimed at figuring out the functions of the ‘conserved hypothetical’ and poorly or incorrectly annotated proteins, identified through genome sequencing [see also refs (3,4)]. This project is designed to serve as a clearinghouse, collecting functional predictions from specialists in bioinformatics and functional genomics and then sending these predictions for testing by experimentalists. COMBREX offers an entirely new arrangement for research funding, whereby relatively small amounts of money are offered on a competitive basis to the experimental groups that are willing to test those predictions, employing the techniques and equipment that already exist in their laboratories. This arrangement dramatically decreases the costs of functional analysis of the uncharacterized proteins and gives hope that many of them could be assigned a biochemical—and/or general biological—function. A bright example of databases that do talk to each other is the International Nucleotide Sequence Database Collaboration (INSDC), which consists of three participating databases, the DNA Data Bank of Japan (DDBJ), the European Nucleotide Archive (ENA) at the European Bioinformatics Institute (EMBL-EBI), and GenBank at the US National Center for Biotechnology Information (NCBI). This issue features separate papers from each of these three databases (5–7), as well as a joint paper describing the principles of data maintenance and exchange within the collaboration (8). A separate paper describes the functioning of the Sequence Read Archive (SRA), recently established by the three INSDC partners (9). Another area where database collaboration proved extremely successful is storage and dissemination of published research. This issue features a detailed description of the UK PubMed Central, an extremely important project that, in collaboration with PubMed Central projects in USA and Canada, provides a permanent online record for the research sponsored by British funding agencies, such as MRC, BBSRC, Wellcome Trust and the National Institute for Health Research (10). In addition to the archival databases such as those of the INSDC, this issue includes curated databases of DNA sequence motifs, such as AREsite, a collection of AU-rich elements in vertebrate mRNA UTR sequences, and non-B DB, a repository of DNA sequences that form cruciform, triplex, slipped (hairpin) structures, tetraplex (G-quadruplex), left-handed Z-DNA and other DNA structures (11,12). The RNA database papers featured in this issue include updates on Rfam and miRBase, two gold-standard databases of RNA sequences (13,14), a description of lncRNAdb, a new resource on experimentally characterized long non-coding RNA (15), as well as descriptions of several databases of predicted and/or experimentally validated microRNA targets (16–21). This issue also includes an update on the status of the RNA Modification Database, which was regularly featured in the NAR Database Issue in the 1990s (22–25) but not in the past 12 years. The current version lists 107 types of posttranscriptional modifications of nucleosides in RNA, primarily in various tRNAs (26). Two new databases present data on the RNA-binding proteins [RBPDB, http://rbpdb.ccbr.utoronto.ca/ (27)] and the specific structures of their RNA-binding sites [PRIDB, http://bindr.gdcb.iastate.edu/PRIDB (28)]. This issue also features a block of 15 papers describing recent progress in protein structure databases, such as Protein DataBank (PDB), PDB in Europe (PDBe), CATH, SUPERFAMILY (29–32), as well as a selection of databases on protein building blocks, protein–protein interactions, protein structure modeling, and the organization of inter-protein contact sites (33–38). Among new databases, it is worth mentioning EMDataBank.org, a database of 3D cryo-electron microscopy maps (39), a database of protein circular dichroism data (40) and three databases that are dedicated to the conformational dynamics of proteins (41–43). In addition, a paper from Gert Vriend’s group (44) presents their PDB-facilities web site with several useful PDB-derived databases for the analysis of protein structures. These include the famous Definition of Secondary Structure of Proteins (DSSP) and Homology-derived Secondary Structure of Proteins (HSSP) databases, which were last featured in the NAR Database Issue >12 years ago (45,46). Progress in the analysis of the human genome prompted the creation of databases that list genes implicated in a variety of human diseases, including coronary artery disease (47), type I diabetes (48) and cancer. Cancer databases in this issue are represented by an update paper on the Catalogue of Somatic Mutations In Cancer [COSMIC, http://www.sanger.ac.uk/cosmic (49)], a description of the University of California Santa Cruz (UCSC) Cancer Genomics Browser [http://genome-cancer.cse.ucsc.edu (50)], a new resource tightly integrated with the popular UCSC Genome Browser and the ENCODE database (51,52), and three more databases, dedicated, respectively, to cervical cancer, prostate cancer and potential cancer drug targets (53–55). There are many other excellent databases that could not be mentioned here because of the space restrictions. In fact, we expect every single database featured in this issue to be useful to a wide audience of students and researchers in various areas of molecular biology. As explained in last year’s editorial (56), moving to an online-only format for the NAR Database Issue has allowed us to accommodate longer papers and to offer the authors of the most popular data resources an opportunity to describe their resources in more detail, providing a deeper insight into the organization and goals of their respective resources and putting the recent updates of these resources into a broader context. This year, such extended papers were invited for a much larger number of databases, resulting in comprehensive descriptions of the PDB, PDBe, EMDataBank, MODBASE, GPCRDB, RegulonDB, STRING and other well-known databases (29,30,35,39,57–59). In some cases, longer descriptions were accepted for first-time descriptions of several new databases (36,60,61). We intend to continue accepting long(er) database papers in the future.

FUNDING

Intramural Research Program of the US National Institutes of Health (to M.Y.G.); European Molecular Biology Laboratory (to G.R.C.). Funding for open access charge: Waived by Oxford University Press. Conflict of interest statement. The authors' opinions do not necessarily reflect the views of their respective institutions.
  61 in total

1.  The STRING database in 2011: functional interaction networks of proteins, globally integrated and scored.

Authors:  Damian Szklarczyk; Andrea Franceschini; Michael Kuhn; Milan Simonovic; Alexander Roth; Pablo Minguez; Tobias Doerks; Manuel Stark; Jean Muller; Peer Bork; Lars J Jensen; Christian von Mering
Journal:  Nucleic Acids Res       Date:  2010-11-02       Impact factor: 16.971

2.  CCDB: a curated database of genes involved in cervix cancer.

Authors:  Subhash M Agarwal; Dhwani Raghav; Harinder Singh; G P S Raghava
Journal:  Nucleic Acids Res       Date:  2010-11-02       Impact factor: 16.971

3.  RegulonDB version 7.0: transcriptional regulation of Escherichia coli K-12 integrated within genetic sensory response units (Gensor Units).

Authors:  Socorro Gama-Castro; Heladia Salgado; Martin Peralta-Gil; Alberto Santos-Zavaleta; Luis Muñiz-Rascado; Hilda Solano-Lira; Verónica Jimenez-Jacinto; Verena Weiss; Jair S García-Sotelo; Alejandra López-Fuentes; Liliana Porrón-Sotelo; Shirley Alquicira-Hernández; Alejandra Medina-Rivera; Irma Martínez-Flores; Kevin Alquicira-Hernández; Ruth Martínez-Adame; César Bonavides-Martínez; Juan Miranda-Ríos; Araceli M Huerta; Alfredo Mendoza-Vargas; Leonardo Collado-Torres; Blanca Taboada; Leticia Vega-Alvarado; Maricela Olvera; Leticia Olvera; Ricardo Grande; Enrique Morett; Julio Collado-Vides
Journal:  Nucleic Acids Res       Date:  2010-11-04       Impact factor: 16.971

4.  Conformational dynamics data bank: a database for conformational dynamics of proteins and supramolecular protein assemblies.

Authors:  Do-Nyun Kim; Josiah Altschuler; Campbell Strong; Gaël McGill; Mark Bathe
Journal:  Nucleic Acids Res       Date:  2010-11-03       Impact factor: 16.971

5.  GPCRDB: information system for G protein-coupled receptors.

Authors:  Bas Vroling; Marijn Sanders; Coos Baakman; Annika Borrmann; Stefan Verhoeven; Jan Klomp; Laerte Oliveira; Jacob de Vlieg; Gert Vriend
Journal:  Nucleic Acids Res       Date:  2010-11-02       Impact factor: 16.971

6.  starBase: a database for exploring microRNA-mRNA interaction maps from Argonaute CLIP-Seq and Degradome-Seq data.

Authors:  Jian-Hua Yang; Jun-Hao Li; Peng Shao; Hui Zhou; Yue-Qin Chen; Liang-Hu Qu
Journal:  Nucleic Acids Res       Date:  2010-10-30       Impact factor: 16.971

7.  miRBase: integrating microRNA annotation and deep-sequencing data.

Authors:  Ana Kozomara; Sam Griffiths-Jones
Journal:  Nucleic Acids Res       Date:  2010-10-30       Impact factor: 16.971

8.  EMDataBank.org: unified data resource for CryoEM.

Authors:  Catherine L Lawson; Matthew L Baker; Christoph Best; Chunxiao Bi; Matthew Dougherty; Powei Feng; Glen van Ginkel; Batsal Devkota; Ingvar Lagerstedt; Steven J Ludtke; Richard H Newman; Tom J Oldfield; Ian Rees; Gaurav Sahni; Raul Sala; Sameer Velankar; Joe Warren; John D Westbrook; Kim Henrick; Gerard J Kleywegt; Helen M Berman; Wah Chiu
Journal:  Nucleic Acids Res       Date:  2010-10-08       Impact factor: 16.971

9.  PDBe: Protein Data Bank in Europe.

Authors:  Sameer Velankar; Younes Alhroub; Anaëlle Alili; Christoph Best; Harry C Boutselakis; Ségolène Caboche; Matthew J Conroy; Jose M Dana; Glen van Ginkel; Adel Golovin; Swanand P Gore; Aleksandras Gutmanas; Pauline Haslam; Miriam Hirshberg; Melford John; Ingvar Lagerstedt; Saqib Mir; Laurence E Newman; Tom J Oldfield; Chris J Penkett; Jorge Pineda-Castillo; Luana Rinaldi; Gaurav Sahni; Grégoire Sawka; Sanchayita Sen; Robert Slowley; Alan Wilter Sousa da Silva; Antonio Suarez-Uruena; G Jawahar Swaminathan; Martyn F Symmons; Wim F Vranken; Michael Wainwright; Gerard J Kleywegt
Journal:  Nucleic Acids Res       Date:  2010-11-02       Impact factor: 16.971

10.  CADgene: a comprehensive database for coronary artery disease genes.

Authors:  Hui Liu; Wei Liu; Yifang Liao; Long Cheng; Qian Liu; Xiang Ren; Lisong Shi; Xin Tu; Qing Kenneth Wang; An-Yuan Guo
Journal:  Nucleic Acids Res       Date:  2010-11-02       Impact factor: 16.971

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  26 in total

Review 1.  Applications of targeted gene capture and next-generation sequencing technologies in studies of human deafness and other genetic disabilities.

Authors:  Xi Lin; Wenxue Tang; Shoeb Ahmad; Jingqiao Lu; Candice C Colby; Jason Zhu; Qing Yu
Journal:  Hear Res       Date:  2012-01-14       Impact factor: 3.208

2.  A query integrator and manager for the query web.

Authors:  James F Brinkley; Landon T Detwiler
Journal:  J Biomed Inform       Date:  2012-04-17       Impact factor: 6.317

3.  Disease and phenotype data at Ensembl.

Authors:  Giulietta M Spudich; Xosé M Fernández-Suárez
Journal:  Curr Protoc Hum Genet       Date:  2011-04

4.  RNA nanoparticles come of age.

Authors:  John J Rossi
Journal:  Acta Biochim Biophys Sin (Shanghai)       Date:  2011-04       Impact factor: 3.848

5.  SurfaceomeDB: a cancer-orientated database for genes encoding cell surface proteins.

Authors:  Jorge Estefano Santana de Souza; Pedro Alexandre Favoretto Galante; Renan Valieris Bueno de Almeida; Julia Pinheiro Chagas da Cunha; Daniel Takatori Ohara; Lucila Ohno-Machado; Lloyd J Old; Sandro José de Souza
Journal:  Cancer Immun       Date:  2012-12-28

6.  METHCOMP: a special purpose compression platform for DNA methylation data.

Authors:  Jianhao Peng; Olgica Milenkovic; Idoia Ochoa
Journal:  Bioinformatics       Date:  2018-08-01       Impact factor: 6.937

Review 7.  Computational analysis of noncoding RNAs.

Authors:  Stefan Washietl; Sebastian Will; David A Hendrix; Loyal A Goff; John L Rinn; Bonnie Berger; Manolis Kellis
Journal:  Wiley Interdiscip Rev RNA       Date:  2012-09-18       Impact factor: 9.957

8.  JOINT AND INDIVIDUAL VARIATION EXPLAINED (JIVE) FOR INTEGRATED ANALYSIS OF MULTIPLE DATA TYPES.

Authors:  Eric F Lock; Katherine A Hoadley; J S Marron; Andrew B Nobel
Journal:  Ann Appl Stat       Date:  2013-03-01       Impact factor: 2.083

9.  Teaching the fundamentals of biological data integration using classroom games.

Authors:  Maria Victoria Schneider; Rafael C Jimenez
Journal:  PLoS Comput Biol       Date:  2012-12-27       Impact factor: 4.475

10.  Transcriptome of the dead: characterisation of immune genes and marker development from necropsy samples in a free-ranging marine mammal.

Authors:  Joseph I Hoffman; Michael A S Thorne; Philip N Trathan; Jaume Forcada
Journal:  BMC Genomics       Date:  2013-01-24       Impact factor: 3.969

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