Literature DB >> 18927114

DDBJ dealing with mass data produced by the second generation sequencer.

Hideaki Sugawara1, Kazuho Ikeo, Satoshi Fukuchi, Takashi Gojobori, Yoshio Tateno.   

Abstract

DNA Data Bank of Japan (DDBJ) (http://www.ddbj.nig.ac.jp) collected and released 2 368 110 entries or 1 415 106 598 bases in the period from July 2007 to June 2008. The releases in this period include genome scale data of Bombyx mori, Oryzas latipes, Drosophila and Lotus japonicus. In addition, from this year we collected and released trace archive data in collaboration with National Center for Biotechnology Information (NCBI). The first release contains those of O. latipes and bacterial meta genomes in human gut. To cope with the current progress of sequencing technology, we also accepted and released more than 100 million of short reads of parasitic protozoa and their hosts that were produced by using a Solexa sequencer.

Entities:  

Mesh:

Year:  2008        PMID: 18927114      PMCID: PMC2686496          DOI: 10.1093/nar/gkn724

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


INTRODUCTION

As a member of the International Nucleotide Sequence Database Collaboration (INSDC, http://www.insdc.org/), DDBJ has steadily collected, annotated, released and exchanged the original DNA sequence data, which, for example, is shown by a growth curve of the data submissions in the past years (visit http://www.ddbj.nig.ac.jp/images/breakdown_stats/percentage-e.gif). However, the current situation of data submissions is dramatically changing due to the emergence of ultra high speed or the 2nd generation sequencers (2GS), such as 454 (by 454 Life Sciences, Branford, USA), Solexa (by Illumina, Inc., San Diego, USA), SOLiD (by Applied Biosystems, Foster City, USA) and Helicos (by Helicos BioSciences Corporation, Cambridge, USA). With those machines the whole human genome could now be sequenced at one-thousandth or less speed of the first cases in 2001 (1,2). Recently, two reports announced that the whole genome was sequenced for two well-known persons (3,4), which was perhaps the beginning of personal genomics. Also known is the 1000 human genomes project that is underway in USA, Europe and China to obtain a complete and detailed catalogue of genetic variations of humans (http://www.1000genomes.org/page.php). Those activities warn us that the above growth curve will drastically be steepen. At present, INSDC release about 100 billion bases in total. This is the outcome of the collaboration among the three member banks for >20 years. However, this number will easily be surpassed when the 1000 human genomes project is completed and the result is submitted to INSDC in a few years, or even before that. To cope with those activities INSDC collaborators discussed in 2008 the attitude towards handling mass submissions produced by 2GS. The common fear among the collaborators was limited computer storages that will sooner or later be filled with continuously coming mass submissions. Nevertheless, the collaborators agreed to collect, distribute and exchange mass data of transcriptomes, such as trace archives (TRA) and short reads (SR), upon the condition that the sequences are assembled. DDBJ has also started to accept and release such mass sequence data. In the following, DDBJ's activity is reported focusing mainly on mass data submissions from Japanese universities and institutes.

COLLECTION OF ORDINARY DATA IN THE PAST YEAR

In the period from July 2007 to June 2008, DDBJ collected, annotated and released the original data of 2 368 110 entries or 1 415 106 598 bases. More than 90% of the data came from Japanese researchers and Japan Patent Office (JPO), and the rest were mainly from researchers in China, Korea and Taiwan. The released data newly include 282 117 entries of patent data from Korean Industrial Property Office (KIPO) that will continue to send their data to DDBJ for public release. The other portion of the released data contains WGS, GSS (fosmid ends and BAC ends) and HTG (BAC clones) of silkworm (Bombyx mori) submitted by National Institute of Agrobiological Sciences; EST entries of medaka (Oryzas latipes) submitted by National Institute of Basic Biology; EST entries of Drosophila simulans, D. sechellia and D. auraria submitted by Kyoto Institute of Technology and WGS and PLN of Lotus japonicus by Kazusa DNA Research Institute. Those data can be obtained at the DDBJ ftp site (http://www.ddbj.nig.ac.jp/ftp_soap-e.html). It may be worthwhile to refer to the data on L. japonicus among them. This plant is widely used as a model organism to study symbiotic nitrogen fixation. This species experienced whole-genome duplication in evolution, and the genome is now composed of six linkage groups that together contain about 30 000 genes (5). The number of the genes is in agreement with that of Arabidopsis thaliana for which the number was estimated as 29 500 (6). These results may suggest that the number of genes for an angiosperm species is about 30 000, unless the species has experienced further genome duplication in evolution.

COLLECTION AND RELEASE OF TRA DATA

TRA is a repository of DNA sequence chromatograms (traces), base calls and quality estimates for a single-pass reads from a large-scale sequencing project. TRA data could be useful for confirming SNP sites in question, and, once assembled, provide information for finding new ORFs or genes. With the support by National Project of Integrating Life Science Databases in Japan (ILSD, http://dbcls.rois.ac.jp/en/), we are now able to collect and release TRA data at DDBJ. The released data are as follows. (1) TRA data of O. latipes WGS sequences: The data were submitted by National Institute of Genetics and released at the DDBJ ftp site mentioned above. The data were also sent to National Center for Biotechnology Information (NCBI) TRA Repository (NTR, http://www.ncbi.nlm.nih.gov/Traces/home) and their TI numbers were given by NTR. The total number of entries is about 1.5 millions and the TI numbers without the first three digits (209) are 5 022 956–5 389 675, 5 396 176–6 435 759 and 6 858 496–6 933 759. The length of each entry is several thousand bases. Using any of these numbers one can retrieve at NTR and observe the chromatogram of the entry with the number. The data were also assembled to 24 entries with accession numbers, DG000001–DG00024, (see http://medaka.utgenome.org/for more details). (2) TRA data of meta bacterial-genomes in human gut: The data were submitted by University of Tokyo, RIKEN and other universities and institutes (7) and released at the DDBJ ftp site. The samples taken from 13 healthy individuals revealed 237 gene families in the adults and 136 gene families for the infants, though the names of the bacteria in the samples were not identified (7). Another interesting finding is the existence of a conjugative transposon family that could mediate gene transfer between bacteria in the samples (7). Similarly, TI numbers given by NTR without the first three digits (209) are 7 946 941–9 007 079.

COLLECTION OF DATA PRODUCED BY 2GS

2GS, Solexa for example, can produce more than 1 billion sequences per run with the accuracy of 99.9% in several days, though the length of each sequence is very short and thus called SR. However, SR could be valuable if the reference genome sequence to them is available, and assembled against it. In this sense, 2GS is quite powerful for the study of personal (or individual) genomics, population genetics and diagnostic medicine among others. SR data could also be useful for studying the gene expression patterns of a species. Therefore, INSDC set up an archive for SR data as Short Reads Archive (SRA). The participation of DDBJ in SRA is also supported by ILSD. DDBJ received a tremendous amount of sequence data from Genome Sequence Center of Tokyo University. The submitters used a Solexa machine to sequence full-length cDNAs of eight species, Plasmodium faliparum, P. vivax, P. yoelii, P. berghei, Toxoplasma gondii, Cryplosporidium sp., Anopheles stephensi and Glossina sp. The first six are parasitic pathogens and the last two are host species. In particular, the first four and the seventh are known to be malarial pathogens and their host, respectively. The length of each entry is 36 or 48 bases due to the specification of Solexa, and the total number of entries is more than 100 millions in the present submission (Table 1). As long as the number of entries is concerned, the present submission alone exceeds the total number of ordinary entries that INSDC together have collected and released since 1980. This implies something; the new sequencing technology will perhaps change biology considerably. Individualized biology could emerge in the near future. Namely, biologists would focus intensively on individual genomic characters and the difference between them to elucidate what life really is.
Table 1.

Species and amounts of submitted short reads

SpeciesBlockRead Length
Toxoplasma_v220036
Toxoplasma_2nd30036
Toxoplasma_v130036
Cryptosporidium_ref30036
Cryptosporidium_nref30036
Cryptosporidium_2nd30036
Plasmodium yoelii_ref30036
Plasmodium yoelii30036
Plasmodium yoelii_xzl_nref30036
Plasmodium yoelii_xzl_ref30036
Plasmodium yoelii_xzn_nref30036
Plasmodium yoelii_2nd130036
Plasmodium yoelii_2nd230036
P. falciparum_v130036
P. falciparum_2nd130036
P. falciparum_2nd230036
P. falciparum_v130036
P. falciparum_v230036
P. vivax20036
P. vivax_ref110036
P. vivax_ref210036
P. vivax_nref10036
P. vivax_2nd210036
P. vivax_2nd110036
P. vivax_2nd310036
Babesia bovis_2nd110036
Babesia bovis_2nd210036
P. berghei_2nd30036
P. berghei20036
Anopheles stephensi_tss10048
Anopheles stephensi2nd_110048
Anopheles stephensi2nd_210048
Anopheles stephensi2nd_310048
Glossina_pup_tss10036
Glossina_pup_2nd_110048
Glossina_pup_2nd_210048
Glossina_lar_tss10036
Glossina_lar_2nd_110048
Glossina_lar2nd_210048

1 block contains 20 000–30 000 SR each of which is 38 or 48 bases in length.

Species and amounts of submitted short reads 1 block contains 20 000–30 000 SR each of which is 38 or 48 bases in length. The SR data were released from DDBJ and the SRA repository at NCBI. We have been informed that more SR data will soon be submitted to DDBJ from Japanese universities and institutes. One problem with sending such a tremendous amount of data through Internet would be traffic congestion and an extremely slow rate, even if transmission is possible. We have learned that as long as the data amount is <50 GB the transmission can be done within a few hours. However, we have to resolve two problems to realize and promote individualized biology in the future, capacities of computer and Internet.

REMARKS

As personal genomes can be scrutinized now by the state-of-the-art sequencing technology, one problem emerges. One's genome is not only one's property but also one's ancestors’ and descendants’. We are products of evolution. We will not be able to freely publicize the contents of our genomes. The genome of a person hides many recessive inferior genes that are shared with his parents and children (3). In general, children would oppose to sequencing the genome of their parents or vice versa. It is thus necessary to pay great care and attention in handling or dealing with person's genome contents.

FUNDING

DDBJ is funded by the Ministry of Education, Culture, Sports, Science and Technology (MEXT) with the management expenses grant for national university cooperation. DDBJ is also supported by a grant from National Project of Integrating Life Science Databases. Funding to pay the open access publication charges for this article was provided by the Japan Society for the Promotion of Science. Conflict of interest statement. None declared.
  7 in total

1.  Initial sequencing and analysis of the human genome.

Authors:  E S Lander; L M Linton; B Birren; C Nusbaum; M C Zody; J Baldwin; K Devon; K Dewar; M Doyle; W FitzHugh; R Funke; D Gage; K Harris; A Heaford; J Howland; L Kann; J Lehoczky; R LeVine; P McEwan; K McKernan; J Meldrim; J P Mesirov; C Miranda; W Morris; J Naylor; C Raymond; M Rosetti; R Santos; A Sheridan; C Sougnez; Y Stange-Thomann; N Stojanovic; A Subramanian; D Wyman; J Rogers; J Sulston; R Ainscough; S Beck; D Bentley; J Burton; C Clee; N Carter; A Coulson; R Deadman; P Deloukas; A Dunham; I Dunham; R Durbin; L French; D Grafham; S Gregory; T Hubbard; S Humphray; A Hunt; M Jones; C Lloyd; A McMurray; L Matthews; S Mercer; S Milne; J C Mullikin; A Mungall; R Plumb; M Ross; R Shownkeen; S Sims; R H Waterston; R K Wilson; L W Hillier; J D McPherson; M A Marra; E R Mardis; L A Fulton; A T Chinwalla; K H Pepin; W R Gish; S L Chissoe; M C Wendl; K D Delehaunty; T L Miner; A Delehaunty; J B Kramer; L L Cook; R S Fulton; D L Johnson; P J Minx; S W Clifton; T Hawkins; E Branscomb; P Predki; P Richardson; S Wenning; T Slezak; N Doggett; J F Cheng; A Olsen; S Lucas; C Elkin; E Uberbacher; M Frazier; R A Gibbs; D M Muzny; S E Scherer; J B Bouck; E J Sodergren; K C Worley; C M Rives; J H Gorrell; M L Metzker; S L Naylor; R S Kucherlapati; D L Nelson; G M Weinstock; Y Sakaki; A Fujiyama; M Hattori; T Yada; A Toyoda; T Itoh; C Kawagoe; H Watanabe; Y Totoki; T Taylor; J Weissenbach; R Heilig; W Saurin; F Artiguenave; P Brottier; T Bruls; E Pelletier; C Robert; P Wincker; D R Smith; L Doucette-Stamm; M Rubenfield; K Weinstock; H M Lee; J Dubois; A Rosenthal; M Platzer; G Nyakatura; S Taudien; A Rump; H Yang; J Yu; J Wang; G Huang; J Gu; L Hood; L Rowen; A Madan; S Qin; R W Davis; N A Federspiel; A P Abola; M J Proctor; R M Myers; J Schmutz; M Dickson; J Grimwood; D R Cox; M V Olson; R Kaul; C Raymond; N Shimizu; K Kawasaki; S Minoshima; G A Evans; M Athanasiou; R Schultz; B A Roe; F Chen; H Pan; J Ramser; H Lehrach; R Reinhardt; W R McCombie; M de la Bastide; N Dedhia; H Blöcker; K Hornischer; G Nordsiek; R Agarwala; L Aravind; J A Bailey; A Bateman; S Batzoglou; E Birney; P Bork; D G Brown; C B Burge; L Cerutti; H C Chen; D Church; M Clamp; R R Copley; T Doerks; S R Eddy; E E Eichler; T S Furey; J Galagan; J G Gilbert; C Harmon; Y Hayashizaki; D Haussler; H Hermjakob; K Hokamp; W Jang; L S Johnson; T A Jones; S Kasif; A Kaspryzk; S Kennedy; W J Kent; P Kitts; E V Koonin; I Korf; D Kulp; D Lancet; T M Lowe; A McLysaght; T Mikkelsen; J V Moran; N Mulder; V J Pollara; C P Ponting; G Schuler; J Schultz; G Slater; A F Smit; E Stupka; J Szustakowki; D Thierry-Mieg; J Thierry-Mieg; L Wagner; J Wallis; R Wheeler; A Williams; Y I Wolf; K H Wolfe; S P Yang; R F Yeh; F Collins; M S Guyer; J Peterson; A Felsenfeld; K A Wetterstrand; A Patrinos; M J Morgan; P de Jong; J J Catanese; K Osoegawa; H Shizuya; S Choi; Y J Chen; J Szustakowki
Journal:  Nature       Date:  2001-02-15       Impact factor: 49.962

2.  The complete genome of an individual by massively parallel DNA sequencing.

Authors:  David A Wheeler; Maithreyan Srinivasan; Michael Egholm; Yufeng Shen; Lei Chen; Amy McGuire; Wen He; Yi-Ju Chen; Vinod Makhijani; G Thomas Roth; Xavier Gomes; Karrie Tartaro; Faheem Niazi; Cynthia L Turcotte; Gerard P Irzyk; James R Lupski; Craig Chinault; Xing-zhi Song; Yue Liu; Ye Yuan; Lynne Nazareth; Xiang Qin; Donna M Muzny; Marcel Margulies; George M Weinstock; Richard A Gibbs; Jonathan M Rothberg
Journal:  Nature       Date:  2008-04-17       Impact factor: 49.962

3.  Genome-wide insertional mutagenesis of Arabidopsis thaliana.

Authors:  José M Alonso; Anna N Stepanova; Thomas J Leisse; Christopher J Kim; Huaming Chen; Paul Shinn; Denise K Stevenson; Justin Zimmerman; Pascual Barajas; Rosa Cheuk; Carmelita Gadrinab; Collen Heller; Albert Jeske; Eric Koesema; Cristina C Meyers; Holly Parker; Lance Prednis; Yasser Ansari; Nathan Choy; Hashim Deen; Michael Geralt; Nisha Hazari; Emily Hom; Meagan Karnes; Celene Mulholland; Ral Ndubaku; Ian Schmidt; Plinio Guzman; Laura Aguilar-Henonin; Markus Schmid; Detlef Weigel; David E Carter; Trudy Marchand; Eddy Risseeuw; Debra Brogden; Albana Zeko; William L Crosby; Charles C Berry; Joseph R Ecker
Journal:  Science       Date:  2003-08-01       Impact factor: 47.728

4.  The sequence of the human genome.

Authors:  J C Venter; M D Adams; E W Myers; P W Li; R J Mural; G G Sutton; H O Smith; M Yandell; C A Evans; R A Holt; J D Gocayne; P Amanatides; R M Ballew; D H Huson; J R Wortman; Q Zhang; C D Kodira; X H Zheng; L Chen; M Skupski; G Subramanian; P D Thomas; J Zhang; G L Gabor Miklos; C Nelson; S Broder; A G Clark; J Nadeau; V A McKusick; N Zinder; A J Levine; R J Roberts; M Simon; C Slayman; M Hunkapiller; R Bolanos; A Delcher; I Dew; D Fasulo; M Flanigan; L Florea; A Halpern; S Hannenhalli; S Kravitz; S Levy; C Mobarry; K Reinert; K Remington; J Abu-Threideh; E Beasley; K Biddick; V Bonazzi; R Brandon; M Cargill; I Chandramouliswaran; R Charlab; K Chaturvedi; Z Deng; V Di Francesco; P Dunn; K Eilbeck; C Evangelista; A E Gabrielian; W Gan; W Ge; F Gong; Z Gu; P Guan; T J Heiman; M E Higgins; R R Ji; Z Ke; K A Ketchum; Z Lai; Y Lei; Z Li; J Li; Y Liang; X Lin; F Lu; G V Merkulov; N Milshina; H M Moore; A K Naik; V A Narayan; B Neelam; D Nusskern; D B Rusch; S Salzberg; W Shao; B Shue; J Sun; Z Wang; A Wang; X Wang; J Wang; M Wei; R Wides; C Xiao; C Yan; A Yao; J Ye; M Zhan; W Zhang; H Zhang; Q Zhao; L Zheng; F Zhong; W Zhong; S Zhu; S Zhao; D Gilbert; S Baumhueter; G Spier; C Carter; A Cravchik; T Woodage; F Ali; H An; A Awe; D Baldwin; H Baden; M Barnstead; I Barrow; K Beeson; D Busam; A Carver; A Center; M L Cheng; L Curry; S Danaher; L Davenport; R Desilets; S Dietz; K Dodson; L Doup; S Ferriera; N Garg; A Gluecksmann; B Hart; J Haynes; C Haynes; C Heiner; S Hladun; D Hostin; J Houck; T Howland; C Ibegwam; J Johnson; F Kalush; L Kline; S Koduru; A Love; F Mann; D May; S McCawley; T McIntosh; I McMullen; M Moy; L Moy; B Murphy; K Nelson; C Pfannkoch; E Pratts; V Puri; H Qureshi; M Reardon; R Rodriguez; Y H Rogers; D Romblad; B Ruhfel; R Scott; C Sitter; M Smallwood; E Stewart; R Strong; E Suh; R Thomas; N N Tint; S Tse; C Vech; G Wang; J Wetter; S Williams; M Williams; S Windsor; E Winn-Deen; K Wolfe; J Zaveri; K Zaveri; J F Abril; R Guigó; M J Campbell; K V Sjolander; B Karlak; A Kejariwal; H Mi; B Lazareva; T Hatton; A Narechania; K Diemer; A Muruganujan; N Guo; S Sato; V Bafna; S Istrail; R Lippert; R Schwartz; B Walenz; S Yooseph; D Allen; A Basu; J Baxendale; L Blick; M Caminha; J Carnes-Stine; P Caulk; Y H Chiang; M Coyne; C Dahlke; A Deslattes Mays; M Dombroski; M Donnelly; D Ely; S Esparham; C Fosler; H Gire; S Glanowski; K Glasser; A Glodek; M Gorokhov; K Graham; B Gropman; M Harris; J Heil; S Henderson; J Hoover; D Jennings; C Jordan; J Jordan; J Kasha; L Kagan; C Kraft; A Levitsky; M Lewis; X Liu; J Lopez; D Ma; W Majoros; J McDaniel; S Murphy; M Newman; T Nguyen; N Nguyen; M Nodell; S Pan; J Peck; M Peterson; W Rowe; R Sanders; J Scott; M Simpson; T Smith; A Sprague; T Stockwell; R Turner; E Venter; M Wang; M Wen; D Wu; M Wu; A Xia; A Zandieh; X Zhu
Journal:  Science       Date:  2001-02-16       Impact factor: 47.728

5.  The diploid genome sequence of an individual human.

Authors:  Samuel Levy; Granger Sutton; Pauline C Ng; Lars Feuk; Aaron L Halpern; Brian P Walenz; Nelson Axelrod; Jiaqi Huang; Ewen F Kirkness; Gennady Denisov; Yuan Lin; Jeffrey R MacDonald; Andy Wing Chun Pang; Mary Shago; Timothy B Stockwell; Alexia Tsiamouri; Vineet Bafna; Vikas Bansal; Saul A Kravitz; Dana A Busam; Karen Y Beeson; Tina C McIntosh; Karin A Remington; Josep F Abril; John Gill; Jon Borman; Yu-Hui Rogers; Marvin E Frazier; Stephen W Scherer; Robert L Strausberg; J Craig Venter
Journal:  PLoS Biol       Date:  2007-09-04       Impact factor: 8.029

6.  Comparative metagenomics revealed commonly enriched gene sets in human gut microbiomes.

Authors:  Ken Kurokawa; Takehiko Itoh; Tomomi Kuwahara; Kenshiro Oshima; Hidehiro Toh; Atsushi Toyoda; Hideto Takami; Hidetoshi Morita; Vineet K Sharma; Tulika P Srivastava; Todd D Taylor; Hideki Noguchi; Hiroshi Mori; Yoshitoshi Ogura; Dusko S Ehrlich; Kikuji Itoh; Toshihisa Takagi; Yoshiyuki Sakaki; Tetsuya Hayashi; Masahira Hattori
Journal:  DNA Res       Date:  2007-10-03       Impact factor: 4.458

7.  Genome structure of the legume, Lotus japonicus.

Authors:  Shusei Sato; Yasukazu Nakamura; Takakazu Kaneko; Erika Asamizu; Tomohiko Kato; Mitsuteru Nakao; Shigemi Sasamoto; Akiko Watanabe; Akiko Ono; Kumiko Kawashima; Tsunakazu Fujishiro; Midori Katoh; Mitsuyo Kohara; Yoshie Kishida; Chiharu Minami; Shinobu Nakayama; Naomi Nakazaki; Yoshimi Shimizu; Sayaka Shinpo; Chika Takahashi; Tsuyuko Wada; Manabu Yamada; Nobuko Ohmido; Makoto Hayashi; Kiichi Fukui; Tomoya Baba; Tomoko Nakamichi; Hirotada Mori; Satoshi Tabata
Journal:  DNA Res       Date:  2008-05-28       Impact factor: 4.458

  7 in total
  10 in total

1.  Improvements to services at the European Nucleotide Archive.

Authors:  Rasko Leinonen; Ruth Akhtar; Ewan Birney; James Bonfield; Lawrence Bower; Matt Corbett; Ying Cheng; Fehmi Demiralp; Nadeem Faruque; Neil Goodgame; Richard Gibson; Gemma Hoad; Christopher Hunter; Mikyung Jang; Steven Leonard; Quan Lin; Rodrigo Lopez; Michael Maguire; Hamish McWilliam; Sheila Plaister; Rajesh Radhakrishnan; Siamak Sobhany; Guy Slater; Petra Ten Hoopen; Franck Valentin; Robert Vaughan; Vadim Zalunin; Daniel Zerbino; Guy Cochrane
Journal:  Nucleic Acids Res       Date:  2009-11-11       Impact factor: 16.971

2.  The DBCLS BioHackathon: standardization and interoperability for bioinformatics web services and workflows. The DBCLS BioHackathon Consortium*.

Authors:  Toshiaki Katayama; Kazuharu Arakawa; Mitsuteru Nakao; Keiichiro Ono; Kiyoko F Aoki-Kinoshita; Yasunori Yamamoto; Atsuko Yamaguchi; Shuichi Kawashima; Hong-Woo Chun; Jan Aerts; Bruno Aranda; Lord Hendrix Barboza; Raoul Jp Bonnal; Richard Bruskiewich; Jan C Bryne; José M Fernández; Akira Funahashi; Paul Mk Gordon; Naohisa Goto; Andreas Groscurth; Alex Gutteridge; Richard Holland; Yoshinobu Kano; Edward A Kawas; Arnaud Kerhornou; Eri Kibukawa; Akira R Kinjo; Michael Kuhn; Hilmar Lapp; Heikki Lehvaslaiho; Hiroyuki Nakamura; Yasukazu Nakamura; Tatsuya Nishizawa; Chikashi Nobata; Tamotsu Noguchi; Thomas M Oinn; Shinobu Okamoto; Stuart Owen; Evangelos Pafilis; Matthew Pocock; Pjotr Prins; René Ranzinger; Florian Reisinger; Lukasz Salwinski; Mark Schreiber; Martin Senger; Yasumasa Shigemoto; Daron M Standley; Hideaki Sugawara; Toshiyuki Tashiro; Oswaldo Trelles; Rutger A Vos; Mark D Wilkinson; William York; Christian M Zmasek; Kiyoshi Asai; Toshihisa Takagi
Journal:  J Biomed Semantics       Date:  2010-08-21

3.  RESOPS: a database for analyzing the correspondence of RNA editing sites to protein three-dimensional structures.

Authors:  Kei Yura; Sintawee Sulaiman; Yosuke Hatta; Masafumi Shionyu; Mitiko Go
Journal:  Plant Cell Physiol       Date:  2009-10-06       Impact factor: 4.927

4.  Hyperlink Management System and ID Converter System: enabling maintenance-free hyperlinks among major biological databases.

Authors:  Tadashi Imanishi; Hajime Nakaoka
Journal:  Nucleic Acids Res       Date:  2009-05-19       Impact factor: 16.971

5.  NBRP databases: databases of biological resources in Japan.

Authors:  Yukiko Yamazaki; Ryo Akashi; Yutaka Banno; Takashi Endo; Hiroshi Ezura; Kaoru Fukami-Kobayashi; Kazuo Inaba; Tadashi Isa; Katsuhiko Kamei; Fumie Kasai; Masatomo Kobayashi; Nori Kurata; Makoto Kusaba; Tetsuro Matuzawa; Shohei Mitani; Taro Nakamura; Yukio Nakamura; Norio Nakatsuji; Kiyoshi Naruse; Hironori Niki; Eiji Nitasaka; Yuichi Obata; Hitoshi Okamoto; Moriya Okuma; Kazuhiro Sato; Tadao Serikawa; Toshihiko Shiroishi; Hideaki Sugawara; Hideko Urushibara; Masatoshi Yamamoto; Yoshio Yaoita; Atsushi Yoshiki; Yuji Kohara
Journal:  Nucleic Acids Res       Date:  2009-11-24       Impact factor: 16.971

6.  Archiving next generation sequencing data.

Authors:  Martin Shumway; Guy Cochrane; Hideaki Sugawara
Journal:  Nucleic Acids Res       Date:  2009-12-03       Impact factor: 16.971

7.  DDBJ launches a new archive database with analytical tools for next-generation sequence data.

Authors:  Eli Kaminuma; Jun Mashima; Yuichi Kodama; Takashi Gojobori; Osamu Ogasawara; Kousaku Okubo; Toshihisa Takagi; Yasukazu Nakamura
Journal:  Nucleic Acids Res       Date:  2009-10-22       Impact factor: 16.971

8.  The IntAct molecular interaction database in 2010.

Authors:  B Aranda; P Achuthan; Y Alam-Faruque; I Armean; A Bridge; C Derow; M Feuermann; A T Ghanbarian; S Kerrien; J Khadake; J Kerssemakers; C Leroy; M Menden; M Michaut; L Montecchi-Palazzi; S N Neuhauser; S Orchard; V Perreau; B Roechert; K van Eijk; H Hermjakob
Journal:  Nucleic Acids Res       Date:  2009-10-22       Impact factor: 16.971

9.  IPD--the Immuno Polymorphism Database.

Authors:  James Robinson; Kavita Mistry; Hamish McWilliam; Rodrigo Lopez; Steven G E Marsh
Journal:  Nucleic Acids Res       Date:  2009-10-29       Impact factor: 16.971

10.  Fungal metabarcoding data integration framework for the MycoDiversity DataBase (MDDB).

Authors:  Irene Martorelli; Leon S Helwerda; Jesse Kerkvliet; Sofia I F Gomes; Jorinde Nuytinck; Chivany R A van der Werff; Guus J Ramackers; Alexander P Gultyaev; Vincent S F T Merckx; Fons J Verbeek
Journal:  J Integr Bioinform       Date:  2020-05-28
  10 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.