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Innovations in Bioinformatics: Emerging Tools for Drug Discovery and Development
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Description: |
R&D laboratories are co-ordinating the analysis of increasing volumes of disparate biological data, largely comprised of gene and protein sequences. Bioinformatics-enabled data management has enabled companies to improve productivity within their R&D programmes by identifying new drug targets, diagnostic biomarkers and biomarkers of drug efficacy and toxicity. From a systems biology approach, bioinformatics combine data into interactive models to highlight disease pathways and aid the discovery of on off-target effects of compounds. Knowledge management solutions are crucial in both instances, enabling project teams to make informed decisions about potential new drugs.
‘Innovations in Bioinformatics’ is a new report published by Business Insights that provides a detailed analysis of bioinformatic developments and applications. This report examines the bioinformatic tools used to manage high-throughput data from omic technologies, systems biology modelling and biomarker discovery. Knowledge management solutions are reviewed and the provisions of major bioinformatics contributors are highlighted. This report also provides forecasts for bioinformatic tools and services to 2011. Use this new report to identify the latest developments in bioinformatics, assess the tools and platforms that can improve drug developments and benchmark effective implementation strategies.
Key Findings
- The bioinformatics market is forecast to grow at a CAGR of 23% to $4.5bn by 2011, from a value of $1.6bn in 2006. The US led the geographical market with a share of 45% in 2006, but Europe’s CAGR of 24.6% will narrow the gap over the forecast period. - Bioinformatics-enabled protein biomarker discovery will enable the development of safer and more effective drugs, targeted therapies and molecular diagnostics. - Systems biology modelling is forecast to grow at a rate of 35% over the next five years, the highest growth of any bioinformatics sector. The potential for widespread integration throughout all stages of drug discovery will act as a catalyst for this expansion. - Knowledge management is currently the leading bioinformatics market segment. This lead will be strengthened by mass adoption of Semantic Web technology and the increasing availability of software through the internet. - Software for next-generation sequencing has vastly reduced time and cost constraints of DNA-sequencing. The miniaturization of reactions has increased their quality and density, subsequently lowering per-reaction costs.
Key Questions Answered
- What are the major segments of the bioinformatics market? - How can bioinformatics tools be used in genomics/proteomics? - How is enterprise knowledge managed and how are the contributions of modelling providers changing? - What are the services and strategies of key companies in the fields of knowledge management, systems biology and high-throughput genotyping? - Which segments are forecast to dominate the bioinformatics market in 2011? - How are these dominant segments likely to evolve?
Key Issues examined by this report
- R&D improvements. Emerging bioinformatics tools that promise to improve productivity in drug R&D are creating new opportunities for pharma companies, as pressure from declining pipelines and patent protection expiries continues to mount. - Data efficiencies. Bioinformatics solutions enable users to manage and interpret research data far more effectively than by attempting to traverse the deluge of heterogeneous data provided by omics technologies. - Compound failures. The use of bioinformatics tools can help to detect potential toxicity earlier in the drug discovery and development process, drastically reducing toxicity and safety related compound failures during full clinical development. - Impact of biomarkers. The utility of bioinformatics in biomarker discovery and validation has made them integral to the new, cost effective model of drug discovery and development which emphasises the use of biomarkers throughout the process. - Internet dominance. As growing numbers of knowledge management solutions leverage open web standards, the internet is set to become the dominant bioinformatics platform and broad adoption of Semantic Web technology is anticipated. |
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Contents: |
Innovations in Bioinformatics: Emerging tools for drug discovery and development Executive Summary Bioinformatics in the omics era Genomics and related ‘omics Proteomics Metabolomics and systems biology Knowledge management solutions Profiles of selected companies Trends and opportunities
Chapter 1 Bioinformatics in the omics era What is bioinformatics? End-users of bioinformatics tools and services Life sciences in the omics era Overview of omics Genomics Pharmacogenomics Transcriptomics Proteomics Metabolomics Other omics Background on drug discovery and development Types of drugs under development Small molecules Protein-based biotherapies Nucleic acid-based biotherapies The drug discovery and development process Stages (US) Role of biomarkers Bioinformatics in drug discovery and development From biological data to drug knowledge
Chapter 2 Genomics and related omics Summary Background Categories of genomic analysis Sequencing Next-generation sequencing Genotyping and gene expression DNA microarrays Value of genomic analysis to the drug industry Bioinformatics solutions Analysis of sequencing data Sequence databases Sequence search tools Multiple sequence alignment tools Focus on RNAs Genome finishing and annotating Microarray platforms Affymetrix Illumina Agilent Technologies Applied Biosystems Genome-wide association studies Other advances
Chapter 3 Proteomics Summary Background Categories of proteomic analysis Protein separation Protein identification Mass spectrometry Protein microarrays Structure determination Value of proteomic analysis to the drug industry Bioinformatics solutions Analysis of sequencing data Sequence databases Sequence search tools Multiple sequence alignment tools In silico drug discovery Data analysis and integration Agilent Technologies Applied Biosystems BioWisdom Bruker Daltonics Geneva Bioinformatics GeneLogics Health Discovery Corporation Nonlinear Dynamics Sage-N Research Thermo Scientific Vermillion
Chapter 4 Metabolomics and Systems Biology Summary Background Metabolomics Introduction Value to the drug industry Commercial bioinformatics solutions Systems biology Introduction Value to the drug industry Initiatives at Big Pharma Approaches In silico mathematical models The Systems Biology Markup Language Publicly available modeling software Commercial pathway analysis tools Ariadne Genomics GeneGo Ingenuity Systems Commercial modeling technologies BG Medicine Cellnomica Compugen CuraGen Entelos Genstruct Genomatix Genomatica Gene Network Sciences Health Discovery Corporation Merrimack Pharmaceuticals Physiomics
Chapter 5 Knowledge Management Solutions Summary Introduction Providers of high-performance computing Providers of storage systems Web-based solutions Ontologies Knowledge sharing The Semantic Web Software to support R&D labs Abrevity Accelrys Agilent Technologies BioWisdom CambridgeSoft Elsevier MDL Geospiza GeneLogics IO Informatics KOOPrime LabVantage MathWorks NextBio Oracle SAS Symyx Teranode Thermo Fisher Scientific Text searching and mining QUOSA Linguamatics Inforsense Insightful Nervana Velocity Clinical trials solutions Adobe Systems Infosys Oracle Pharsight
Chapter 6 Profiles of selected companies Summary Accelrys Inc Company overview Bioinformatics tools and services Bioinformatics-related collaborations Affymetrix Inc Company overview Bioinformatics tools and services Agilent Technologies Inc Company overview Bioinformatics tools and services Avalon Pharmaceuticals Inc Company overview Bioinformatics-related collaborations BG Medicine Inc Company overview Bioinformatics tools and services BioWisdom Ltd Company overview Bioinformatics tools and services Caliper Life Sciences Inc Company overview Bioinformatics tools and services Compugen Ltd Company overview Bioinformatics tools and services Bioinformatics-related collaborations CuraGen Corporation Company overview Bioinformatics tools and services Entelos Inc Company overview Bioinformatics tools and services Genstruct Inc Company overview Bioinformatics tools and services Bioinformatics-related collaborations Gene Network Sciences Inc Company overview Bioinformatics tools and services Bioinformatics-related collaborations GeneGo Inc Company overview Bioinformatics tools and services Bioinformatics-related collaborations Health Discovery Corporation Company overview Bioinformatics tools and services Illumina Inc Company overview Bioinformatics tools and services Bioinformatics-related collaborations Ingenuity Systems Inc Company overview Bioinformatics tools and services Bioinformatics-related collaborations Insightful Corp Company overview Bioinformatics tools and services Bioinformatics-related collaborations NextBio Company overview Bioinformatics tools and services Bioinformatics-related collaborations SAS Institute Inc Company overview Bioinformatics tools and services Bioinformatics-related collaborations Vermillion Inc Company overview Bioinformatics tools and services
Chapter 7 Trends and opportunities Summary End-user needs and sentiment Emerging trends in market evolution Bioinformatics-enabled biomarker discovery The promise of Semantic Web technology Facilitating implementation of IT systems Market snapshot and forecasts Genomics and related omics Proteomics Systems biology Life science enterprise knowledge management Market estimates Chapter 8 Appendix Research methodology Index
List of Figures
Figure 2.1: An entry from Entrez GENE, the US NCBI's web-based interface to GENBANK Figure 2.2: Genomic context of the myostatin gene (GDF8) using the NCBI Map Viewer Figure 2.3: Search page of microInspector Figure 2.4: Search page of the miRNA database (miRBase) 68 Figure 2.5: miRBase Targets database, a new resource for predicting miRNA targets in animals Figure 2.6: Predicted Human Genomic Targets for the hsa-let-7g* miRNA Figure 2.7: Dharmacon siRNA Designer Search Page Figure 3.8: Advanced Search page of the Protein Data Bank (PDB), the central repository for 3D protein structure information Figure 3.9: PDB Entry for the complex of the acetylcholine receptor with carbamylcholine (1UV6) Figure 3.10: Results of a search in the UniProt KnowledgeBase (Swiss-PROT and TrEMBL) for MAP kinase phosphatases Figure 3.11: Partial UniProt record for Dual Specificity Protein Phosphatase 4 (DUSP4) / MAP Kinase Phosphatase 2 Figure 3.12: UniProt Feature Aligner for Dual Specificity Protein Phosphatase 4 (DUSP4) Figure 3.13: UniProt sequences at least 90% similar to Dual Specificity Protein Phosphatase 4 (DUSP4) Figure 3.14: Front page of the Protein Kinase Resource, University of California at San Diego Figure 3.15: UniProt sequences at least 90% similar to Dual Specificity Protein Phosphatase 4 (DUSP4) Figure 4.16: Genomatica's SimPheny™ Systems Biology Model Development Process
List of Tables
Table 2.1: Bioinformatic Analyses of DNA/RNA Sequences Table 2.2: Contribution of Bioinformatics to Genomics-Based Drug Discovery Table 2.3: Databases and On-line Tools for Analyzing DNA Sequences and Signals Table 2.4: Leading Sequence Comparison Servers Table 2.5: BLAST Applications and Flavors Table 2.6: Online Pairwise Alignment Programs Table 2.7: Multiple Sequence Alignment Tools Table 2.8: RNA Secondary Structure Prediction Table 2.9: miRNA and siRNA Resources Table 2.10: Selected genome-sequencing packages Table 2.11: Phylogeny and Orthology Table 2.12: Summary of patent-related genes in the major organisms Table 3.13: Role of Bioinformatics in Protein Diagnostics and Therapeutics Table 3.14: Selected Protein Databases Table 3.15: On-line tools to test for protein transmembrane segments Table 3.16: Principal Protein Domain Recognition Resources Table 3.17: Protein Structure Prediction Table 4.18: Software for Systems Biology Table 7.19: World Bioinformatics Market, 2006-2011 |
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Companies Mentioned |
- Accelrys Inc
- Affymetrix Inc
- Agilent Technologies Inc
- Avalon Pharmaceuticals Inc
- BG Medicine Incs
- BioWisdom Ltd
- Caliper Life Sciences Inc
- Compugen Ltd
- CuraGen Corporation
- Entelos Inc
- Genstruct Inc
- Gene Network Scien ces Inc
- GeneGo Inc
- Health Discovery Corporation
- Illumina Inc
- Ingenuity Systems Incs
- Insightful Corp
- NextBio
- SAS Institute Inc
- Vermillion Inc |
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