Advanced Genomic Data Mining

  Data mining is vital to bioinformatics as it allows users to go beyond simple browsing of genome browsers, such as Ensembl [1],[2] or the UCSC Genome Browser [3], to address questions; for example, the biological meaning of the results obtained with a microarray platform, or how to identify a shor...

Full description

Saved in:
Bibliographic Details
Published inPLoS computational biology Vol. 4; no. 9; p. e1000121
Main Authors Fernández-Suárez, Xosé M., Birney, Ewan
Format Journal Article
LanguageEnglish
Published United States Public Library of Science 01.09.2008
Public Library of Science (PLoS)
Subjects
Bioinformatics
Carbohydrates
Computational biology
Computational Biology - methods
Computational Biology/Genomics
Data Interpretation, Statistical
Data mining
Database management systems
Databases, Factual - statistics & numerical data
Databases, Genetic - statistics & numerical data
Education
Genomes
Genomics - statistics & numerical data
Internet
Methods
Public software
Software
User-Computer Interface
United Kingdom
User-Computer Interface
Data Interpretation, Statistical
Genomics
Computational Biology
Databases, Genetic
Software
Internet
Databases, Factual
Online AccessGet full text

Cover

Abstract   Data mining is vital to bioinformatics as it allows users to go beyond simple browsing of genome browsers, such as Ensembl [1],[2] or the UCSC Genome Browser [3], to address questions; for example, the biological meaning of the results obtained with a microarray platform, or how to identify a short motif upstream of a gene, amongst others. Conclusions We have seen how to go beyond simple browsing of data with data mining tools leveraging the BioMart system from different platforms, e.g., BioConductor (biomaRt), to find the association between microarray probe and Ensembl gene sets.
AbstractList   Data mining is vital to bioinformatics as it allows users to go beyond simple browsing of genome browsers, such as Ensembl [1],[2] or the UCSC Genome Browser [3], to address questions; for example, the biological meaning of the results obtained with a microarray platform, or how to identify a short motif upstream of a gene, amongst others. Conclusions We have seen how to go beyond simple browsing of data with data mining tools leveraging the BioMart system from different platforms, e.g., BioConductor (biomaRt), to find the association between microarray probe and Ensembl gene sets.
Audience Academic
Author Birney, Ewan
Fernández-Suárez, Xosé M.
AuthorAffiliation Whitehead Institute, United States of America
European Bioinformatics Institute, Ensembl Group, Wellcome Trust Genome Campus, Hinxton, Cambridge, United Kingdom
AuthorAffiliation_xml – name: Whitehead Institute, United States of America
– name: European Bioinformatics Institute, Ensembl Group, Wellcome Trust Genome Campus, Hinxton, Cambridge, United Kingdom
Author_xml – sequence: 1
  givenname: Xosé M.
  surname: Fernández-Suárez
  fullname: Fernández-Suárez, Xosé M.
– sequence: 2
  givenname: Ewan
  surname: Birney
  fullname: Birney, Ewan
BackLink https://www.ncbi.nlm.nih.gov/pubmed/18818719$$D View this record in MEDLINE/PubMed
BookMark eNqVkstuEzEUhi1URC_wBhVkhcQiwcd3s0CKCpRIBSQua8vj8QyOJnY6nqng7XHItGpYgJAXtuzv_4_P5RQdxRQ9QueAF0AlvFynsY-2W2xdFRaAMQYCD9AJcE7nknJ1dO98jE5zXmNcjlo8QsegFCgJ-gSdL-sbG52vZ5c-pk1wszd2sLMPIYbYPkYPG9tl_2Taz9C3d2-_XryfX326XF0sr-ZOUDbMAXNBOWeu0lATb-uKV5QKrqjAgklMVUWIbOrKYwneaxBNZaHAROgKO0XP0LO977ZL2UyJZQMUCJMAWhditSfqZNdm24eN7X-aZIP5fZH61th-CK7zhmCrOMFEUMtZ00jLKbGkJM4ZAcV20V5P0cZq42vn49Db7sD08CWG76ZNN6Z8hgsui8HzyaBP16PPg9mE7HzX2ejTmI3QJW8hxT9B0AwzJXkBF3uwtSWDEJtUAruyal9aUvrehHK_JJgSClrhInhxICjM4H8MrR1zNqsvn_-D_XjIPr1fm7ui3A5MAV7tAdennHvfGBcGO4S0K1XoDGCzm87bJprddJppOouY_SG-8_-b7Be0ceXQ
CitedBy_id crossref_primary_10_1016_j_cviu_2017_10_003
crossref_primary_10_1089_cmb_2016_0179
crossref_primary_10_1039_c3mb70072k
crossref_primary_10_5483_BMBRep_2008_41_11_757
crossref_primary_10_1093_pcp_pcs185
Cites_doi 10.1093/nar/gkl928
10.1126/science.286.5439.531
10.1093/nar/gkl842
10.1128/MCB.25.19.8581-8591.2005
10.1093/bioinformatics/btm072
10.1007/978-3-662-10876-5
10.1093/nar/30.7.e30
10.1158/0008-5472.CAN-04-1068
10.1038/ng1561
10.1093/nar/gki135
10.1093/nar/29.1.308
10.1016/S0168-9525(00)02024-2
10.1038/75556
10.1101/gr.1860604
10.1093/nar/gkh103
10.1186/gb-2007-8-3-r39
10.1002/0471250953.bi1005s19
10.1093/nar/gkl929
10.1093/nar/gkl988
10.1093/nar/gkj154
10.1093/nar/gkl993
10.1093/nar/gki066
10.1080/10618600.1996.10474713
10.1093/nar/gki050
10.1186/gb-2004-5-10-r80
10.1101/gr.1645104
10.1073/pnas.95.25.14863
10.1101/gr.4086505
10.1093/nar/gkl996
10.1093/nar/gkl320
10.1186/1471-2105-2-7
ContentType Journal Article
Copyright COPYRIGHT 2008 Public Library of Science
Fernández-Suárez, Birney. 2008
2008 Fernández-Suárez, Birney. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited: Fernández-Suárez XM, Birney E (2008) Advanced Genomic Data Mining. PLoS Comput Biol 4(9): e1000121. doi:10.1371/journal.pcbi.1000121
Copyright_xml – notice: COPYRIGHT 2008 Public Library of Science
– notice: Fernández-Suárez, Birney. 2008
– notice: 2008 Fernández-Suárez, Birney. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited: Fernández-Suárez XM, Birney E (2008) Advanced Genomic Data Mining. PLoS Comput Biol 4(9): e1000121. doi:10.1371/journal.pcbi.1000121
DBID AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
ISN
ISR
8FD
FR3
P64
RC3
7X8
5PM
DOA
DOI 10.1371/journal.pcbi.1000121
DatabaseName CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
Gale In Context: Canada
Gale In Context: Science
Technology Research Database
Engineering Research Database
Biotechnology and BioEngineering Abstracts
Genetics Abstracts
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
Genetics Abstracts
Engineering Research Database
Technology Research Database
Biotechnology and BioEngineering Abstracts
MEDLINE - Academic
DatabaseTitleList
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 3
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
Education
EISSN 1553-7358
EndPage e1000121
ExternalDocumentID 1312471199
oai_doaj_org_article_20a8520263a54ff7a532a25895421848
PMC2475657
A203231980
18818719
10_1371_journal_pcbi_1000121
Genre Research Support, Non-U.S. Gov't
Journal Article
Research Support, N.I.H., Extramural
GeographicLocations United Kingdom
GeographicLocations_xml – name: United Kingdom
GrantInformation_xml – fundername: Wellcome Trust
GroupedDBID ---
123
29O
2WC
53G
5VS
7X7
88E
8FE
8FG
8FH
8FI
8FJ
AAFWJ
AAKPC
AAUCC
AAWOE
AAYXX
ABDBF
ABUWG
ACGFO
ACIHN
ACIWK
ACPRK
ACUHS
ADBBV
ADRAZ
AEAQA
AENEX
AEUYN
AFKRA
AFPKN
AFRAH
AHMBA
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AOIJS
ARAPS
AZQEC
B0M
BAWUL
BBNVY
BCNDV
BENPR
BGLVJ
BHPHI
BPHCQ
BVXVI
BWKFM
C1A
CCPQU
CITATION
CS3
DIK
DWQXO
E3Z
EAP
EAS
EBD
EBS
EJD
EMK
EMOBN
ESX
F5P
FPL
FYUFA
GNUQQ
GROUPED_DOAJ
GX1
H13
HCIFZ
HMCUK
HYE
IAO
IGS
INH
INR
IPNFZ
ISN
ISR
ITC
J9A
K6V
K7-
KQ8
LK8
M1P
M48
M7P
O5R
O5S
OK1
OVT
P2P
P62
PHGZM
PHGZT
PIMPY
PQQKQ
PROAC
PSQYO
RIG
RNS
RPM
SV3
TR2
TUS
UKHRP
WOW
XSB
~8M
CGR
CUY
CVF
ECM
EIF
NPM
PJZUB
PPXIY
PQGLB
PMFND
8FD
FR3
P64
RC3
7X8
5PM
PUEGO
3V.
AAPBV
ABPTK
M0N
M~E
ID FETCH-LOGICAL-c634t-10563554cb91d2eadb5b33658360647038b227fdbe071ee916fba1b91269b0c83
IEDL.DBID M48
ISSN 1553-7358
1553-734X
IngestDate Sun Oct 01 00:20:30 EDT 2023
Wed Aug 27 01:27:47 EDT 2025
Thu Aug 21 14:08:07 EDT 2025
Thu Jul 10 19:02:29 EDT 2025
Tue Aug 05 11:01:43 EDT 2025
Tue Jun 10 21:03:28 EDT 2025
Fri Jun 27 05:55:06 EDT 2025
Fri Jun 27 05:28:24 EDT 2025
Mon Jul 21 06:03:24 EDT 2025
Tue Jul 01 04:23:32 EDT 2025
Thu Apr 24 23:06:14 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 9
Keywords User-Computer Interface
Data Interpretation, Statistical
Genomics
Computational Biology
Databases, Genetic
Software
Internet
Databases, Factual
Language English
License This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
Creative Commons Attribution License
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c634t-10563554cb91d2eadb5b33658360647038b227fdbe071ee916fba1b91269b0c83
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
OpenAccessLink https://doaj.org/article/20a8520263a54ff7a532a25895421848
PMID 18818719
PQID 19404875
PQPubID 23462
ParticipantIDs plos_journals_1312471199
doaj_primary_oai_doaj_org_article_20a8520263a54ff7a532a25895421848
pubmedcentral_primary_oai_pubmedcentral_nih_gov_2475657
proquest_miscellaneous_69606676
proquest_miscellaneous_19404875
gale_infotracacademiconefile_A203231980
gale_incontextgauss_ISR_A203231980
gale_incontextgauss_ISN_A203231980
pubmed_primary_18818719
crossref_citationtrail_10_1371_journal_pcbi_1000121
crossref_primary_10_1371_journal_pcbi_1000121
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2008-09-01
PublicationDateYYYYMMDD 2008-09-01
PublicationDate_xml – month: 09
  year: 2008
  text: 2008-09-01
  day: 01
PublicationDecade 2000
PublicationPlace United States
PublicationPlace_xml – name: United States
– name: San Francisco, USA
PublicationTitle PLoS computational biology
PublicationTitleAlternate PLoS Comput Biol
PublicationYear 2008
Publisher Public Library of Science
Public Library of Science (PLoS)
Publisher_xml – name: Public Library of Science
– name: Public Library of Science (PLoS)
References E Segal (ref25) 2005; 37
JL Ashurst (ref18) 2005; 33
D Hull (ref32) 2006; 34
TR Golub (ref24) 1999; 286
MB Eisen (ref23) 1998; 95
I Vastrik (ref13) 2007; 8
LA Davidson (ref27) 2004; 64
E Birney (ref1) 2004; 14
A Kasprzyk (ref10) 2004; 14
J Pratap (ref31) 2005; 25
N de la Cruz (ref6) 2005; 33
KD Pruitt (ref21) 2007; 35
D Maglott (ref22) 2007; 35
RC Gentleman (ref11) 2004; 5
R Ihaka (ref16) 1996; 5
R Ramakrishnan (ref28) 2002; 30
(ref12) 2005
P Rice (ref30) 2000; 16
G Alonso (ref33) 2004
N Chen (ref8) 2005; 33
J Taylor (ref29) 2007; 10.5.1
D Karolchik (ref4) 2004; 32
SN Twigger (ref7) 2007; 35
M Ashburner (ref15) 2000; 25
B Giardine (ref5) 2005; 15
P Jaiswal (ref20) 2006; 34
RM Kuhn (ref3) 2007; 35
TW Harris (ref9) 2006
(ref14) 2007; 35
RD Dowell (ref34) 2001; 2
ST Sherry (ref19) 2001; 29
D Diez (ref26) 2007; 23
TJ Hubbard (ref2) 2007; 35
RA Becker (ref17) 1988
References_xml – volume: 35
  start-page: D668
  year: 2007
  ident: ref3
  article-title: The UCSC Genome Browser database: Update 2007.
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gkl928
– volume: 286
  start-page: 531
  year: 1999
  ident: ref24
  article-title: Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring.
  publication-title: Science
  doi: 10.1126/science.286.5439.531
– year: 1988
  ident: ref17
  article-title: The New S Language: A Programming Environment for Data Analysis and Graphics
– volume: 35
  start-page: D61
  year: 2007
  ident: ref21
  article-title: NCBI reference sequences (RefSeq): A curated non-redundant sequence database of genomes, transcripts and proteins.
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gkl842
– volume: 25
  start-page: 8581
  year: 2005
  ident: ref31
  article-title: The Runx2 osteogenic transcription factor regulates matrix metalloproteinase 9 in bone metastatic cancer cells and controls cell invasion.
  publication-title: Molecular and Cellular Biology
  doi: 10.1128/MCB.25.19.8581-8591.2005
– volume: 23
  start-page: 1168
  year: 2007
  ident: ref26
  article-title: Codelink: An R package for analysis of GE healthcare gene expression bioarrays.
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btm072
– year: 2004
  ident: ref33
  article-title: Web Services: Concepts, Architectures and Applications. Data-Centric Systems and Applications
  doi: 10.1007/978-3-662-10876-5
– year: 2005
  ident: ref12
  article-title: Bioinformatics and Computational Biology Solutions Using R and BioConductor
– volume: 30
  start-page: e30
  year: 2002
  ident: ref28
  article-title: An assessment of Motorola CodeLink microarray performance for gene expression profiling applications.
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/30.7.e30
– volume: 64
  start-page: 6797
  year: 2004
  ident: ref27
  article-title: Chemopreventive n-3 polyunsaturated fatty acids reprogram genetic signatures during colon cancer initiation and progression in the rat.
  publication-title: Cancer Res
  doi: 10.1158/0008-5472.CAN-04-1068
– volume: 37
  start-page: S38
  year: 2005
  ident: ref25
  article-title: From signatures to models: Understanding cancer using microarrays.
  publication-title: Nature Genetics
  doi: 10.1038/ng1561
– volume: 33
  start-page: D459
  year: 2005
  ident: ref18
  article-title: The vertebrate genome annotation (VEGA) database.
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gki135
– start-page: 31
  year: 2006
  ident: ref9
  article-title: WormBase: Methods for data mining and comparative genomics.
– volume: 29
  start-page: 308
  year: 2001
  ident: ref19
  article-title: dbSNP: The NCBI database of genetic variation.
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/29.1.308
– volume: 16
  start-page: 276
  year: 2000
  ident: ref30
  article-title: EMBOSS: The European Molecular Biology Open Software Suite.
  publication-title: Trends in Genetics
  doi: 10.1016/S0168-9525(00)02024-2
– volume: 25
  start-page: 25
  year: 2000
  ident: ref15
  article-title: Gene Ontology: Tool for the unification of biology. The Gene Ontology Consortium.
  publication-title: Nature Genetics
  doi: 10.1038/75556
– volume: 14
  start-page: 925
  year: 2004
  ident: ref1
  article-title: An overview of Ensembl.
  publication-title: Genome Research
  doi: 10.1101/gr.1860604
– volume: 32
  start-page: D 493
  year: 2004
  ident: ref4
  article-title: The UCSC Table Browser data retrieval tool.
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gkh103
– volume: 8
  start-page: R39
  year: 2007
  ident: ref13
  article-title: Reactome: A knowledge base of biologic pathways and processes.
  publication-title: Genome Biology
  doi: 10.1186/gb-2007-8-3-r39
– volume: 10.5.1
  year: 2007
  ident: ref29
  article-title: Using Galaxy to Perform Large-Scale Interactive Data Analysis.
  publication-title: Current Protocols in Bioinformatics
  doi: 10.1002/0471250953.bi1005s19
– volume: 35
  start-page: D193
  year: 2007
  ident: ref14
  article-title: The Universal Protein Resource (UniProt).
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gkl929
– volume: 35
  start-page: D658
  year: 2007
  ident: ref7
  article-title: The Rat Genome Database, update 2007—Easing the path from disease to data and back again.
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gkl988
– volume: 34
  start-page: D717
  year: 2006
  ident: ref20
  article-title: Gramene: A bird's eye view of cereal genomes.
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gkj154
– volume: 35
  start-page: D26
  year: 2007
  ident: ref22
  article-title: Entrez gene: Gene-centered information at NCBI.
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gkl993
– volume: 33
  start-page: D383
  year: 2005
  ident: ref8
  article-title: WormBase: A comprehensive data resource for Caenorhabditis biology and genomics.
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gki066
– volume: 5
  start-page: 299
  year: 1996
  ident: ref16
  article-title: R: A language for data analysis and graphics.
  publication-title: Journal of Computational and Graphical Statistics
  doi: 10.1080/10618600.1996.10474713
– volume: 33
  start-page: D485
  year: 2005
  ident: ref6
  article-title: The rat genome database (RGD): Developments towards a phenome database.
  publication-title: Nucleic Acids Research
  doi: 10.1093/nar/gki050
– volume: 5
  start-page: R80
  year: 2004
  ident: ref11
  article-title: BioConductor: Open software development for computational biology and bioinformatics.
  publication-title: Genome Biology
  doi: 10.1186/gb-2004-5-10-r80
– volume: 14
  start-page: 160
  year: 2004
  ident: ref10
  article-title: EnsMart: A generic system for fast and flexible access to biological data.
  publication-title: Genome Research
  doi: 10.1101/gr.1645104
– volume: 95
  start-page: 14863
  year: 1998
  ident: ref23
  article-title: Cluster analysis and display of genome-wide expression patterns.
  publication-title: Proc Natl Acad Sci U S A
  doi: 10.1073/pnas.95.25.14863
– volume: 15
  start-page: 1451
  year: 2005
  ident: ref5
  article-title: Galaxy: A platform for interactive large-scale genome analysis.
  publication-title: Genome Research
  doi: 10.1101/gr.4086505
– volume: 35
  start-page: D610
  year: 2007
  ident: ref2
  article-title: Ensembl 2007.
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gkl996
– volume: 34
  start-page: W729
  year: 2006
  ident: ref32
  article-title: Taverna: A tool for building and running workflows of services.
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gkl320
– volume: 2
  start-page: 7
  year: 2001
  ident: ref34
  article-title: The distributed annotation system.
  publication-title: BMC Bioinformatics
  doi: 10.1186/1471-2105-2-7
SSID ssj0035896
Score 1.9386227
Snippet   Data mining is vital to bioinformatics as it allows users to go beyond simple browsing of genome browsers, such as Ensembl [1],[2] or the UCSC Genome Browser...
SourceID plos
doaj
pubmedcentral
proquest
gale
pubmed
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage e1000121
SubjectTerms Bioinformatics
Carbohydrates
Computational biology
Computational Biology - methods
Computational Biology/Genomics
Data Interpretation, Statistical
Data mining
Database management systems
Databases, Factual - statistics & numerical data
Databases, Genetic - statistics & numerical data
Education
Genomes
Genomics - statistics & numerical data
Internet
Methods
Public software
Software
User-Computer Interface
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3BTtwwELWqlSpxqUqhJZRChCr1lDaOYzs-bisQIMGhLdLeLNtrtytBdtXdPfD3nXGcLalAXLgm4ygznthv4pk3hHyUDjB-cKJwzsoC4i9VGAoTAtuNYyqYabD4H_LySpxd1xcTPrnX6gtzwjp64M5wEJybhkOELpjhdQjScFaZijeK1xidxDJf2PP6YKpbgxncj3VFnLNCsnqSiuaYpF_SHH1eODvDHAEkNRtsSpG7f7NCjxY38-VD8PP_LMp729Lpa_Iq4cl83OmxTV749g152XWYvNshB-N0xp8jGevtzOWYEprfxrYQu-T69OTnt7MiNUQonGD1CpZMHvGBs4pOK_AByy1jgCGYwJrRkjW2qmSYWg_AwXtAfsEaCsKVULZ0DXtLRu289XskN74KtZh6FiSMdMq62ooA8LAJDfWVywjrLaJdYgvHphU3Oh6BSYgaOgU12lEnO2ak2IxadGwZT8h_RWNvZJHrOl4AD9DJA_RTHpCRY5wqjWwWLabL_DLr5VKf_7jSY-wPD4tMUz4q9H0g9CkJhTko60wqUQCTIUvWQHIP_aJXagkqAlCSlCqVkaPeVzR8qnj-Ylo_X4OMqkuMDx-XEDGelCIj7zrf-mfFBpCVpPB0OfC6gemGd9rZ70gXDu-FZ9v7z2Hr92SrT5gp6QEZrf6s_QdAZSt7GD_Av1ivLwE
  priority: 102
  providerName: Directory of Open Access Journals
Title Advanced Genomic Data Mining
URI https://www.ncbi.nlm.nih.gov/pubmed/18818719
https://www.proquest.com/docview/19404875
https://www.proquest.com/docview/69606676
https://pubmed.ncbi.nlm.nih.gov/PMC2475657
https://doaj.org/article/20a8520263a54ff7a532a25895421848
http://dx.doi.org/10.1371/journal.pcbi.1000121
Volume 4
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3fa9swEBZtymAvY7_rrcvMGOzJxZZsy34YI1mbdoOE0S2QNyEpUlcIThYnsP73u5PlbB4NYy8xiU8mOt1J3_mk-wh5yzVgfKvzSGvFI4i_ykgmMCCw3GhWWjm3Ct9Djif55TT9PMtmB6TlbPUKrO8M7ZBParpenP78cfsBHP69Y23gSdvodKXVDWb9sUzZITmCtYmjq47TXV6BZYVj7EKynIjDN3-Ybt9TOouVq-m_m7l7q8WyvguW_r278o_lavSQPPA4Mxw0hvGIHJjqMbnXME_ePiEnA5_7Dy-MO5gcnsmNDMeOLuIpmY7Ov328jDxRQqRzlm5gKs0cbtCqTOYUbENlijHAFizHs6QxKxSl3M6VAUBhDCBCq2QCwjQvVawL9oz0qmVljkkoDbVpPjfMcmipS6VTlVuAjYUtEkN1QFirEaF9FXEks1gIlxrjEE00HRSoR-H1GJBo12rVVNH4h_wQlb2TxRrY7ofl-lp4lxI0lkVGIYZkMkut5TJjVFIY4SzFuLUIyBscKoFVLircRnMtt3UtPn2diAHyxsPkU8R7ha46Qu-8kF1CZ7X0RxdAZVg9qyN5jHbRdqqGLgKA4klSlgF53dqKABfGvIyszHILMmUaY9y4XyJ3cSbPA_K8sa3fWiwAcfEEns47VtdRXfdOdfPdlRGH_4U57xf_OTYvyf12z0ycnJDeZr01rwCYbVSfHPIZh89idNEnR4Ph2XAE1-H55MtV373s6Dtv_AW8wznD
linkProvider Scholars Portal
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Advanced+Genomic+Data+Mining&rft.jtitle=PLoS+computational+biology&rft.au=Fern%C3%A1ndez-Su%C3%A1rez%2C+Xos%C3%A9+M.&rft.au=Birney%2C+Ewan&rft.date=2008-09-01&rft.issn=1553-7358&rft.eissn=1553-7358&rft.volume=4&rft.issue=9&rft.spage=e1000121&rft_id=info:doi/10.1371%2Fjournal.pcbi.1000121&rft.externalDBID=n%2Fa&rft.externalDocID=10_1371_journal_pcbi_1000121
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1553-7358&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1553-7358&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1553-7358&client=summon