Volume 11 Supplement 4
Challenges of the next decade for the Asia Pacific region: 2010 International Conference in Bioinformatics (InCoB 2010)
© Ranganathan et al; licensee BioMed Central Ltd. 2010
Published: 2 December 2010
The 2010 annual conference of the Asia Pacific Bioinformatics Network (APBioNet), Asia’s oldest bioinformatics organisation formed in 1998, was organized as the 9th International Conference on Bioinformatics (InCoB), Sept. 26-28, 2010 in Tokyo, Japan. Initially, APBioNet created InCoB as forum to foster bioinformatics in the Asia Pacific region. Given the growing importance of interdisciplinary research, InCoB2010 included topics targeting scientists in the fields of genomic medicine, immunology and chemoinformatics, supporting translational research. Peer-reviewed manuscripts that were accepted for publication in this supplement, represent key areas of research interests that have emerged in our region. We also highlight some of the current challenges bioinformatics is facing in the Asia Pacific region and conclude our report with the announcement of APBioNet’s 100 BioDatabases (BioDB100) initiative. BioDB100 will comply with the database criteria set out earlier in our proposal for Minimum Information about a Bioinformatics and Investigation (MIABi), setting the standards for biocuration and bioinformatics research, on which we will report at the next InCoB, Nov. 27 – Dec. 2, 2011 at Kuala Lumpur, Malaysia.
Since 1998, the Asia Pacific Bioinformatics Network (APBioNet)  has strived to bring together scientists from diverse disciplines working together to advance the frontiers of bioinformatics in the region. In 2002, the bioinformatics research effort was sufficiently well established to encourage scientists from Thailand and the APBioNet to launch InCoB2002 (the International Conference on Bioinformatics, 2002) in Bangkok and adopt this meeting as their annual conference. Subsequent InCoB meetings were hosted in strategic venues in the region, particularly to stimulate greater awareness and urgency amongst local biologists for the need to transform their research capability by including tools and techniques in bioinformatics and computational biology.
Promoting bioinformatics development through conferences
Over the past eight years of InCoB conferences (Bangkok, Thailand (2002); Penang, Malaysia (2003); Auckland, New Zealand (2004); Busan, South Korea (2005); New Delhi, India (2006) ; Hong Kong (2007) ; Taipei, Taiwan (2008)  and Singapore (2009) [5, 6]) and associated satellite workshops and meetings, we have seen a healthy growth in the development and advancement of bioinformatics, commensurate with an increase in the number of scientists who moved into bioinformatics from other fields and the number of students who have taken an interest in bioinformatics. Consequently, there has been a significant growth in the number of publications in bioinformatics, as well in "wetlab" biology, containing computational techniques. Last but not least, the quality of publications and the standard of research reported in papers originating from China, India and the Southeast Asian region have rapidly improved [personal communication from Elsevier and others].
Many Asian-trained students have moved on farther afield and have found research laboratories in North America or Europe to advance their careers during post-doctoral research, or seek positions as principal investigators and academic faculty. Due to a robust groundswell of interest, there is no brain-drain. On the contrary a "brain-overflow" appears to emerge, and looking ahead, there is no doubt that the region's top universities and research institutions will continue to be an active trainer of bioinformatics researchers for the rest of the world and a breeding ground for promising bioinformatics students. Many new conferences, meetings and journals in bioinformatics and computational biology which have emerged and sustained themselves in the region are one result of the growing strength of bioinformatics and demand in research dissemination.
Promoting widespread awareness of bioinformatics need
Factors driving this rapid growth include a strong awareness that the curriculum of a typical undergraduate life science course has to include a significant level of training in computer science and computational biology, supported by the ingress of high quality researchers from computer science and ICT. Where skillsets are lacking, many universities in our region have also incorporated conversion courses for biologists wishing to acquire computational skills through post-graduate education, such as the popular Bioinformatics Masters by coursework degree programs, particularly in India. In this regard, over the past decade, APBioNet has held numerous training activities in partnership with organisations such as the S* Life Science Informatics Alliance, the Federation of Asian-Oceanic Biochemists and Molecular Biologists (FAOBMB), Asia-Pacific International Society for Molecular Biologists (A-IMBN), the Institute Pasteur, the EUAsiaGrid initiative, inter-governmental agencies such as ASEAN and APEC, and others. These efforts have built a base of bioinformatics competency and stimulated other initiatives in training and education such as the Thai hypercourse in bioinformatics, the ASEAN Virtual Institute of Science and Technology (AVIST) and the Japan-based Asian Bioinformatics Research and Education Network (ABREN, ). Overall, these efforts have contributed to the growth of skilled bioinformaticians over the past decade.
To maintain the interconnectedness of our regional bioinformaticians with the rest of the world, APBioNet was invited to be a regional affiliate of the International Society for Computational Biology (ISCB)  by P.E. Bourne, the ISCB President in 2002. The presence and support of succeeding Presidents, Board Directors and senior ISCB members, notably M. Gribskov (InCoB 2006), M. Waterman (InCoB 2006), B. Rost (InCoB 2007), T. Gaasterland (InCoB 2008), and C. Sander (InCoB 2009), had significant impact on the growth and prestige of the field in the Asia Pacific region.
Supporting a culture of inclusivity
During the past ten years, national Bioinformatics societies have also formed in our region, as well as discipline specific groups led by thought leaders in Asia Pacific. In this regard, the APBioNet has through InCoB conference and other workshops, maintained strong ties of collaboration continually and lent support for national initiatives wherever possible. For instance, in the current InCoB2010 conference, partnership with the Japanese Society for Bioinformatics (JSBi) , the Chem-Bio Informatics Society of Japan (CBI)  and the International Immunomics Society (IIMMS)  lent it a strong cross fertilization of ideas from the chemoinformatic and the immunoinformatic communities and has helped to sustain the strong inter-disciplinary and inclusive approach of APBioNet.
Encouraging bioinformatics research output
To increase the submission of research papers with potential high impact and citation rates, APBioNet started in 2006 to publish the best submitted InCoB papers in a dedicated BMC Bioinformatics supplement . By 2009, manuscripts from APBioNet members diversified and increased in quality and sophistication with computational biology articles published in BMC Genomics  as well as BMC Bioinformatics , while this year, due to overwhelming support, we have three journal supplements, continuing with BMC Genomics, BMC Bioinformatics  and adding on Immunome Research . This supplement represents the majority of accepted papers, spanning sequence, genome and transcriptome analyses; networks, pathways and systems biology; disease informatics; data and text mining; and structural bioinformatics.
Rigour in review policy
The manuscripts submitted to InCoB2010 proceedings were, in the main, subject to two rounds of peer-review by at least three reviewers, from the APBioNet/InCoB program committee members and external experts as required (Additional file 1). InCoB2010 provided multi-track submissions, with the inclusion of late breaking abstracts from recent publications and for showcasing technology developments. The aim of the editors was to select the best papers from Asia Pacific countries, with a few from European and North American countries. From the 108 full paper submissions, 50 were shortlisted for oral presentation. This supplement features 25 papers, with another 15 papers in BMC Bioinformatics and six in Immunome Research, reflecting an overall acceptance rate of 42.6%. To encourage early career researchers, a few short articles will appear in the online journals, Bioinformation  and IPSJ Transactions on Bioinformatics . A brief review of the various themes in this supplement, as follows, serves to illustrate the breadth and depth of research that is taking place in our region.
Sequence, genome and transcriptome analysis
Huang et al.  present a sequence-based predictor to identify the functional residues in a RNA-binding protein while Le et al.  have uncovered sequence-dependent histone variant positioning signatures, providing additional insights into epigenetic regulatory mechanisms of many important cellular processes. Lin et al.  have improved secondary structure prediction using short subsequences with local structural similarity.
Chen et al.  present UPS 2.0, an updated version of their software for selecting unique probes for oligonucleotide microarrays for pangenomic and genomic studies, while Ogura et al.  have applied probe design to the development of an in vitro homology search array.
Rather than cluster homologous sequences alone, Jia et al.  have clustered orthologous sequences at the transcript level while the analysis of Meng et al.  present a first global view of RNA editing in plant nuclear transcripts.
Networks, pathways and systems biology
Unravelling gene regulatory networks is a topic of intense research. Chen et al.  have explored dynamic gene regulatory interactions from gene expression data, while Summer and Perkins  have formulated a functional data analysis approach to identify nonlinear models of gene regulatory networks. Ayukawa et al.  present a standardized method to integrate operator sequences to the regulatory region of a plasmid.
Protein interactions are compounded by the problem of a protein being simultaneously present in different subcellular compartments. PathLocdb is a comprehensive database for subcellular localization of metabolic pathway with application for multiple localization analysis . To uncover the modular structure of protein interaction networks, Liu et al.  propose a new density-based algorithm (ADHOC).
Yang  et al. have compiled dbDEMC: a database of differentially expressed miRNAs in human cancers, to improve the classification, diagnosis and treatment of human cancers, while Shimokawa et al.  present iCOD: an integrated clinical omics database based on the systems-pathology view of disease. With the health of aging populations providing a major challenge to the medical profession, Kwon et al.  present Gerontome: a web-based database and analysis server for aging-related genes.
To assist the development of peptide-based diagnostics, therapeutics and vaccines, Wee et al.  have developed a novel predictor for B cell epitopes, while Yoo et al.  address the issue of predicting AIDS disease progression using HIV structural gp120 profiles. At a much wider level, Nagaraj et al.  present the human hereditary diseasome, to explore relationships among gene attributes and thereby characterise evolutionary trends associated with disease genes.
Data and text mining
Laurila et al.  introduce the first rule-based approach for the extraction of mutation impact on protein properties, using text mining and semantic web technologies. To mine the mutational content of 12 Drosophila genomes in a phylogenetically relevant manner, Yampolsky and Bouznier  present a tool for the genome-wide analysis of frequencies and patterns of amino acid substitutions.
Finding novel drugs has been assisted by the availability of protein structures. Grover et al. have investigated the anti-cancerous potency of the potential herbal drug, Withaferin, using mammalian 20S proteasomes  and propose a novel mechanism of potential action associated with Nuclear Factor kappa B suppression . Clinchiu et al.  propose TSCC: a Two-Stage Combinative Clustering for virtual screening using protein-ligand interactions and physical-chemical features, to assist drug design.
Identifying new key challenges and tackling new issues
These research areas show that in the past decade, we in the Asia Pacific have achieved much in bioinformatics research, development and education, either through the APBioNet or in collaboration with others. We have also stimulated others to create their own independent efforts to promote bioinformatics. The early phase of growth, focusing on awareness, education and meetings has been set in motion with good sustainable progress. The publications in this journal supplement and those from previous conferences testify to the spectrum of activities and the quality achieved in a cross section of our research community.
Going forward, several new initiatives led by APBioNet will shape the future of bioinformatics and computational biology in the region. To promote increasing quality of research publications and to sustain this growth in bioinformatics, we have identified several key challenges and problems, not necessarily peculiar to our region, but nonetheless of critical importance to its future growth, which APBioNet can address at the organizational level:
1. The need for a standards-based approach towards more robust software development and software interoperability.
2. The lack of persistence of such databases and the interoperability of data content.
3. The potential lack of in silico research reproducibility and the promotion of high quality peer-review process.
4. The growing problem of author ambiguity associated with the nature of transliterated Asian names and the issues of non-repudiability, duplicative "me-too" research and plagiarism.
5. E-science infrastructure of our region not keeping pace with the burgeoning numbers of researchers, both in bioinformatics and in bioinformatics-driven biology, demanding better computing and network performance in other regions, particularly in North America and Europe.
These issues are potential threats to the sustainable growth of bioinformatics in our region, and APBioNet, through InCoB and other meetings, has started to address them through concrete initiatives, novel efforts and synergistic partnership with other organizations.
APBioNet initiatives to seek collaborators and partners
In InCoB2009, APBioNet launched the MIABi initiative, the Minimum Information about a Bioinformatics Investigation. In the MIABi framework, work is in progress to crystallize basic key points of agreement on what constitutes a set of minimum information criteria. All authors of this issue of the InCoB2010 conference supplement have agreed to MIABi compliance.
Discussions have been initiated with colleagues in the International Society for Biocuration (ISB)  on their initiative for minimum standards in biological database curation to ensure harmonization of standards. The procedural issues for implementing such as system include the following aspects which will be addressed in the paper included in this supplement :
a. Minimum Information about a bioinformatics investigation (MIABi)
b. Data and software persistence and perpetuity
c. Reinstantiability and reproducibility
d. Author and Contributor Identity Disambiguation
e. Standardized Terminology
f. Infrastructural and informational interoperability such as use of international computational grids and cloud computing
BioDB100, the 100 BioDatabases initiative
To prove that the whole suite of procedures and protocols mentioned above will work on real world live systems, we propose to implement from this year, a BioDB100 challenge: the challenge to build 100 sustainable BioDatabases and datasets to test them against the MIABi standards compliance process and the protocols for re-instantiability, reproducibility, version control and author disambiguation. To incentivise our stakeholders to contribute and participate, we have to offer some solutions for persistence and some workable ideas for interoperability. In this regard, we are currently in discussions with EUAsiaGrid and various Asia Pacific partners to provision for data storage space on a grid or cloud platform or both. Such high performance computational platforms can also lend itself to workflow integration and automation of database maintenance. We plan to request the developers and curators of secondary databases who rely on key public databases to design their database management system to automate the update of their boutique secondary databases based on new entry updates regularly. We hope that they will continue to build their databases in compliance with standards and checklists that emerge from international community initiatives such as those from MIABi , the Biocuration conference series  and the MIBBI project (Minimum Information for Biological and Biomedical Investigations) .
Considering the scope and depth of topics covered in this issue, Asia Pacific bioinformatics research continues to increase its level of achievement. This area is now a core research discipline in our educational and research institutions, encompassing not only the “-omics” sciences and systems biology, but also in translational research and personalized medicine. Moreover, we are taking steps in the direction of thought leadership and scientific policy which we hope will set the example for a new generation of scientists who fully embrace the new biology of today that is increasingly information and technology-driven, with knowledge generation dependent on applications of physical and computer sciences.
InCoB2010 received generous support by six corporate and five institutional sponsors. Platinum sponsors include the Protein Databank Japan (PDBj) and the Computational Biology Research Center (CBRC) of the National Institute of Advanced Industrial Science and Technology (AIST). A detailed list of sponsors is available from Additional File 2. Sponsors were provided the opportunity to publicize and promote selected research results and/or software tools at InCoB2010. Gold Sponsor RIKEN BASE (Bioinformatics And Systems Engineering Division) introduced a rational genome design contest (GenoCon) on a new informational semantic-web platform that links business and educational communities in the field of synthetic biology. We are also deeply indebted to JSBi, CBI and IIMMS for their support.
We thank Asif M. Khan for proof-reading this manuscript.
This article has been published as part of BMC Genomics Volume 11 Supplement 4, 2010: Ninth International Conference on Bioinformatics (InCoB2010): Computational Biology. The full contents of the supplement are available online at http://www.biomedcentral.com/1471-2164/11?issue=S4.
- The Asia-Pacific Bioinformatics Network. [http://www.apbionet.org]
- Ranganathan S, Tammi M, Gribskov M, Tan TW: Proceedings of APBioNet - Fifth International Conference on Bioinformatics (InCoB2006), New Delhi, India, 18-20 December 2006. BMC Bioinformatics. 2006, 7 (Suppl 5): S1-10.1186/1471-2105-7-S5-S1.PubMed CentralView Article
- Ranganathan S, Gribskov M, Tan TW: Bioinformatics research in the Asia Pacific: a 2007 update. BMC Bioinformatics. 2008, 9 (Suppl 1): S1-10.1186/1471-2105-9-S1-S1.View Article
- Ranganathan S, Hsu WL, Yang UC, Tan TW: Emerging strengths in Asia Pacific bioinformatics. BMC Bioinformatics. 2008, 9 (Suppl 12): S1-10.1186/1471-2105-9-S12-S1.View Article
- Ranganathan S, Eisenhaber F, Tong JC, Tan TW: Extending Asia Pacific bioinformatics into new realms in the "-omics" era. BMC Genomics. 2009, 10 (Suppl 3): S1-10.1186/1471-2164-10-S3-S1.PubMed CentralView ArticlePubMed
- Ranganathan S: Towards a career in bioinformatics. BMC Bioinformatics. 2009, 10 (Suppl 15): S1-10.1186/1471-2105-10-S15-S1.PubMed CentralView ArticlePubMed
- Asian Bioinformatics Research and Education Network. [http://gibk21.bio.kyutech.ac.jp/ABREN/]
- The International Society for Computational Biology. [http://www.iscb.org]
- The Japanese Society for Bioinformatics. [http://www.jsbi.org/en/]
- The Chem-Bioinformatics Society of Japan. [http://www.cbi.or.jp/cbi/englishindex.html]
- The International Immunomics Society. [http://www.iimms.org]
- Schönbach C, Nakai K, Tan TW, Ranganathan S: InCoB2010 - 9th International Conference on Bioinformatics at Tokyo, Japan, September 26-28, 2010. BMC Bioinformatics. 2010, 11 (Suppl 7): S1-PubMed CentralPubMed
- Ninth International Conference on Bioinformatics (InCoB2010): Immunome Research. [http://www.immunome-research.com/supplements/6/S1]
- Bioinformation. [http://www.bioinformation.net/]
- IPSJ Transactions on Bioinformatics (TBIO). [http://www.ipsj.or.jp/katsudou/sig/sighp/bio/IPSJTBIO_e.html]
- Huang YF, Chiu LY, Huang CC, Huang CK: Predicting RNA-binding residues from evolutionary information and sequence conservation. BMC Genomics. 2010, 11 (Suppl 4): S2-10.1186/1471-2164-11-S4-S2.View Article
- Le NT, Ho TB, Ho BH: Sequence-dependent histone variant positioning signatures. BMC Genomics. 2010, 11 (Suppl 4): S3-10.1186/1471-2164-11-S4-S3.PubMed CentralView ArticlePubMed
- Lin HN, Sung TY, Ho SY, Hsu WL: Improving protein secondary structure prediction based on short subsequences with local structure similarity. BMC Genomics. 2010, 11 (Suppl 4): S4-10.1186/1471-2164-11-S4-S4.PubMed CentralView ArticlePubMed
- Dai M, Thompson RC, Maher C, Contreras-Galindo R, Kaplan MH, Markovitz DM, Omenn G, Meng F: NGSQC: Cross-Platform Quality Analysis Pipeline for Deep Sequencing Data. BMC Genomics. 2010, 11 (Suppl 4): S7-10.1186/1471-2164-11-S4-S7.PubMed CentralView ArticlePubMed
- Li SC, Chan WC, Ho MR, Tsai KW, Hu LY, Lai CH, Hsu CN, Hwang PP, Lin WC: Discovery and characterization of medaka miRNA genes by next generation sequencing platform. BMC Genomics. 2010, 11 (Suppl 4): S8-10.1186/1471-2164-11-S4-S8.PubMed CentralView ArticlePubMed
- Chen SH, Lo CZ, Su SY, Kuo BH, Hsiung CA, Lin CY: UPS 2.0: Unique Probe Selector for Probe Design and Oligonucleotide Microarrays at the Pangenomic/ Genomic Level. BMC Genomics. 2010, 11 (Suppl 4): S6-10.1186/1471-2164-11-S4-S6.PubMed CentralView ArticlePubMed
- Ogura A, Yoshida MA, Fukuzaki M, Sese J: In vitro homology search array comprehensively reveals highly conserved genes and their functional characteristics in non-sequenced species. BMC Genomics. 2010, 11 (Suppl 4): S9-10.1186/1471-2164-11-S4-S9.PubMed CentralView ArticlePubMed
- Jia Y, Wong TKF, Song YQ, Yiu SM, Smith DK: Refining orthologue groups at the transcript level. BMC Genomics. 2010, 11 (Suppl 4): S11-10.1186/1471-2164-11-S4-S11.PubMed CentralView ArticlePubMed
- Meng Y, Chen D, Jin Y, Mao C, Wu P, Chen M: RNA editing of nuclear transcripts in Arabidopsis thaliana. BMC Genomics. 2010, 11 (Suppl 4): S12-10.1186/1471-2164-11-S4-S12.PubMed CentralView ArticlePubMed
- Chen Y, Park B, Han K: Qualitative reasoning of dynamic gene regulatory interactions from gene expression data. BMC Genomics. 2010, 11 (Suppl 4): S14-10.1186/1471-2164-11-S4-S14.PubMed CentralView ArticlePubMed
- Summer G, Perkins TJ: Functional data analysis for identifying nonlinear models of gene regulatory networks. BMC Genomics. 2010, 11 (Suppl 4): S18-10.1186/1471-2164-11-S4-S18.PubMed CentralView ArticlePubMed
- Ayukawa S, Kobayashi A, Nakashima Y, Takagi H, Hamada S, Uchiyama M, Yugi K, Murata S, Sakakibara Y, Hagiya M, Yamamura M, Kiga D: Construction of a genetic AND gate under a new standard for assembly of genetic parts. BMC Genomics. 2010, 11 (Suppl 4): S16-10.1186/1471-2164-11-S4-S16.PubMed CentralView ArticlePubMed
- Zhao M, Qu H: PathLocdb: a comprehensive database for subcellular localization of metabolic pathway and its application for multiple localization analysis. BMC Genomics. 2010, 11 (Suppl 4): S13-10.1186/1471-2164-11-S4-S13.PubMed CentralView ArticlePubMed
- Liu C, Li J, Zhao Y: Exploring hierarchical and overlapping modular structure in the yeast protein interaction network. BMC Genomics. 2010, 11 (Suppl 4): S17-10.1186/1471-2164-11-S4-S17.PubMed CentralView ArticlePubMed
- Yang Z, Ren F, Liu C, He S, Sun G, Gao Q, Yao L, Zhang Y, Miao R, Cao Y, Zhao Y, Zhong Y, Zhao H: dbDEMC: a database of differentially expressed miRNAs in human cancers. BMC Genomics. 2010, 11 (Suppl 4): S5-10.1186/1471-2164-11-S4-S5.PubMed CentralView ArticlePubMed
- Shimokawa K, Mogushi K, Shoji S, Hiraishi A, Mizushima H, Tanaka H: iCOD : an integrated clinical omics database based on the systems-pathology view of disease. BMC Genomics. 2010, 11 (Suppl 4): S19-10.1186/1471-2164-11-S4-S19.PubMed CentralView ArticlePubMed
- Kwon J, Lee B, Chung H: Gerontome: a web-based database server for aging-related genes and analysis pipelines. BMC Genomics. 2010, 11 (Suppl 4): S20-10.1186/1471-2164-11-S4-S20.PubMed CentralView ArticlePubMed
- Wee LJK, Simarmata D, Kam YW, Ng LFP, Tong JC: SVM-based prediction of linear B-cell epitopes using Bayes Feature Extraction. BMC Genomics. 2010, 11 (Suppl 4): S21-10.1186/1471-2164-11-S4-S21.PubMed CentralView ArticlePubMed
- Yoo PD, Ho YS, Ng J, Charleston M, Saksena NK, Yang P, Zomaya AY: Hierarchical Kernel Mixture Models for the Prediction of AIDS Disease Progression Using HIV Structural gp120 Profiles. BMC Genomics. 2010, 11 (Suppl 4): S22-10.1186/1471-2164-11-S4-S22.PubMed CentralView ArticlePubMed
- Nagaraj SH, Ingham A, Reverter A: The interplay between evolution, regulation and tissue specificity in the human hereditary diseasome. BMC Genomics. 2010, 11 (Suppl 4): S23-10.1186/1471-2164-11-S4-S23.PubMed CentralView ArticlePubMed
- Laurila JB, Naderi N, Witte R, Riazanov A, Kouznetsov A, Baker CJO: Algorithms and semantic infrastructure for mutation impact extraction and grounding. BMC Genomics. 2010, 11 (Suppl 4): S24-10.1186/1471-2164-11-S4-S24.PubMed CentralView ArticlePubMed
- Yampolsky LY, Bouzinier MA: Evolutionary patterns of amino acid substitutions in 12 Drosophila genomes. BMC Genomics. 2010, 11 (Suppl 4): S10-10.1186/1471-2164-11-S4-S10.PubMed CentralView ArticlePubMed
- Grover A, Shandilya A, Bisaria VS, Sundar D: Probing the anticancer mechanism of prospective herbal drug Withaferin A on mammals: a case study on human and bovine proteasomes. BMC Genomics. 2010, 11 (Suppl 4): S15-10.1186/1471-2164-11-S4-S15.PubMed CentralView ArticlePubMed
- Grover A, Shandilya A, Punetha A, Bisaria VS, Sundar D: Inhibition of the NEMO/IKKβ association complex formation, a novel mechanism associated with the NF-κB activation suppression by Withania somnifera’s key metabolite withaferin A. BMC Genomics. 2010, 11 (Suppl 4): S25-10.1186/1471-2164-11-S4-S25.PubMed CentralView ArticlePubMed
- Clinciu DL, Chen YF, Ko CN, Lo CC, Yang JM: TSCC: Two-Stage Combinatorial Clustering for virtual screening using protein-ligand interactions and physicochemical features. BMC Genomics. 2010, 11 (Suppl 4): S26-10.1186/1471-2164-11-S4-S26.PubMed CentralView ArticlePubMed
- International Society for Biocuration (ISB). and their International Biocuration Conference series, [http://biocurator.org]
- Tan TW, Tong JC, De Silva M, Lim KS, Ranganathan S: Advancing Standards for Bioinformatics Activities: Persistence, Reproducibility, Disambiguation and Minimum Information about a Bioinformatics Investigation (MIABi). BMC Genomics. 2010, 11 (Suppl 4): S27-10.1186/1471-2164-11-S4-S27.PubMed CentralView ArticlePubMed
- Taylor CF, Field D, Sansone S-A, Aerts J: Promoting coherent minimum reporting guidelines for biological and biomedical investigations: the MIBBI project. Nature Biotechnol. 2008, 26 (8): 889-896. 10.1038/nbt.1411.View Article
This article is published under license to BioMed Central Ltd. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.