Toward an age of genome design
Toyoda believes that in the future, our key source of resources will shift from oilfields to genomes. For this reason, he calls genomes—the complete genetic blueprints for organisms—the “second oilfields”. In the 1990s, Toyoda worked for a private research institute to develop anti-malarial drugs. “In drug development, the key is how to design compound shapes so that the compound can combine perfectly with disease-related proteins and control their functions. The structures of the proteins, however, are so complex that trial-and-error-based design approaches often end in failure. ‘Rational’ design is therefore needed, which involves creating logical programs and designing drugs on the basis of the computed three-dimensional structure of the relevant proteins.” However, even if a compound is designed perfectly, the compound may still not be creatable using the techniques currently available in organic chemistry. This is one of the technological barriers Toyoda has encountered.
In the 2000s, scientists embarked on the sequencing of genomes from a range of organisms, including humans. “The genome carries genetic information in the arrangement of four bases in the gene region, and proteins are produced according to this arrangement. If the arrangement can be ‘designed’, we could be able to design organisms with new functions more reliably. The information resources necessary for such an exercise are now becoming available,” says Toyoda.
The concept of rational design has also recently begun to draw attention in the field of medicine, where medical scientists are working toward a personalized medicine approach in which drugs and treatments are designed according to the genetics of the patient. Database-supported rational approaches to design are therefore finding applications in various fields and beginning to displace the previous ‘blind’ approaches.
Believing that the age of rational design would soon come to genomics, Toyoda initiated the Genomic Knowledge Base Research Team in the RIKEN Genomic Sciences Center (GSC) in 2001. Around that time, the GSC was working on ambitious genomics projects under the leadership of Akiyoshi Wada, the first director of the GSC. The projects were generating vast amounts of data for the purpose of establishing complete databases for certain organisms in order to construct a comprehensive of each organism. Toyoda saw these databases as a place in which the evolution of new life could occur.
Databases as a realm for the evolution of life
Organisms evolve through the repeated process of replication of genetic information and natural selection. Genetic information is naturally recorded in the structure of DNA and RNA, but the same information can now be recorded in databases. “Recording media have expanded from the natural physical world to the information world. We are at the point where the medium of life evolution has changed significantly.” Genetic information recorded in databases has been replicated on a global scale through the internet, allowing useful gene information to be plucked from a database. On this basis, could it be possible to create new and useful biological resources by using selected gene information to rationally design a genome that could then be transferred to an organism using DNA-synthesis technology? “A database can be regarded as a place for the replication and selection of genetic information—or a place where the evolution of life occurs,” says Toyoda.
Toyoda’s ideas are not just dreams—life is actually beginning to evolve with the help of databases. “We selected the genetic information of groups of enzymes that produce a sticky paste of fermented soybeans called ãPGA from a database, and rationally designed the genetic information, which was then transferred to the genome of a plant, thus successfully creating a new plant that is drought tolerant.” Induced pluripotent stem (iPS) cells, which are now expected to be applied in regenerative medicine, are also created using the same concept. The original creation of iPS cells was based on the complete record for a particular cDNA, a DNA created from a template mRNA into which a gene region of DNA is transcribed, stored in a RIKEN database. Shinya Yamanaka and his laboratory staff at Kyoto University used the cDNA record to select special genes expressed in embryonic stem (ES) cells and transferred those special genes into grown human skin cells. This process resulted in iPS cells, which, like ES cells, are able to differentiate into any cell type coded for in the organism’s genome.
“Designing a database is equivalent to designing a place suitable for the evolution of life. To create new biological resources that can support the Earth and society from information resources, we need databases, and we will find it very interesting if a database is designed from the perspective that it is a place for the evolution of life.”
Establishing a data-sharing infrastructure—a global issue
The BASE was inaugurated in April 2008 following a reorganization of the GSC based on advice that came out of the 2006 RIKEN Advisory Council (RAC) meeting. The RAC is an external advisory body consisting of world-leading scientists and eminent individuals from outside of RIKEN. The RAC evaluates the overall activities of RIKEN and delivers its recommendations to the RIKEN president. “In 2006, the RAC pointed out that although high-quality data were provided in each of the 100 or so data-release web sites operated by RIKEN, the data were not presented in an effective way. Everybody was really surprised because they believed their data was disclosed properly.”
Most data-rerelease web sites operated by RIKEN were designed for people who wanted to view data directly; no connections could be made with the database to allow automated data analysis. In that regard, the databases were not being used effectively because there was no systematic system provided to standardize and share the various data sets. They were also insufficient from the perspective of displaying study results. These were the problems that the RAC identified and requested database experts to address, but they were also problems that were common among databases around the world. “The RAC asked RIKEN to solve a problem that had not been solved before, and I happened to be selected as the director responsible for solving the database-related problems.”
At that time, most data-release web sites failed to keep pace with fast-changing web standards. As the number of disorganized web sites increased, information management was quickly spiraling out of control. Database maintenance costs were also becoming a heavy burden. “We needed to integrate our databases, but that was the most difficult issue,” says Toyoda. “I have seen many failures with respect to integration approaches. There are already hundreds of databases, and it is impossible to standardize all of them. So I adopted a new concept and started to develop an integration database consisting of a versatile database container that is compatible with international standards. This container automatically enables the standardization, collection and disclosure of data, and also facilitates data sharing when data is moved into it.”
SciNeS captures the world’s attention
Toyoda started by developing a ‘total incubation infrastructure system’ for life science-related databases called the Scientists’ Networking System, or SciNeS (Fig. 3). “The greatest advantage of SciNeS is the adoption of the semantic web, a next-generation international web standard, and cloud computing.”
The semantic web is an extension of the widely used world wide web (WWW). The WWW is suitable for use by people, who read, understand and search for information by following hyperlinks to documents. However, automated computer-based data analysis is ineffective using hyperlinks because there are no relationships defined among documents. In the semantic web, all data has meaning, and every link refers to the relationships between the data, enabling computers to search data effectively for automated data analysis.
Cloud computing is a complementary technology that provides a new way of using computer applications through web browsers. Researchers do not need to maintain their own servers; they instead prepare a virtual laboratory in the SciNeS and enter their data, which are then processed automatically and disclosed as a database that meets international standards. “Papers are published through the medium of academic journals, but no dedicated medium has been established in the world of databases. SciNeS thus became the world’s first academic medium for databases,” says Toyoda.
As soon as SciNeS was made operational in March 2009, it attracted attention from around the world. “The semantic web has been known for many years, but building large-scale databases for the semantic web was said to be difficult. We succeeded in building such large-scale databases for the first time by adding a new function that enabled security management on a per-item basis.” Database sharing and the financing of maintenance costs are universal issues, but each research body conducts its own activities and deals with its own field-specific characteristic data, so there has been little organization until now. “The world’s attention is now focusing on SciNeS because it is a total incubation infrastructure system for databases that can be used by all fields based on the semantic web and cloud computing.”
International Rational Genome Design Contest
The virtual laboratories in SciNeS can be used for many purposes: as a substitute for personal databases, a repository for electronic laboratory notes of unreported data, or for joint research or ‘medical clouds’—an electronic health chart network among medical specialists and clinicians. Such uses are supported by the per-item security function. Another use for SciNeS virtual laboratories is the International Rational Genome Design Contest, or GenoCon. “RoboCon is a well-known robot contest in which individually developed robots compete on the basis of excellence in certain skills. GenoCon is the life-science version, where researchers are expected to compete on the excellence of their rational skills in designing genome base sequences.”
GenoCon has been running since the end of May 2010 and will continue through to the end of September 2010. The assignment: to design a DNA sequence conferring to the model organism Arabidopsis thaliana the functionality to effectively eliminate and detoxify airborne formaldehyde, which causes sick building syndrome. Participants need to take advantage of genome and protein databases in SciNeS to find out which genes should be optimized to enhance functionality for eliminating and detoxifying airborne formaldehyde. They also need to program via a web browser in order to rationally design part of the genome. The best design results will be used by RIKEN and other research institutes and actually transferred into a plant for functional verification under proper statutory safety control standards. The invitation to participate has been extended not only to researchers and university students in Japan and around the world, but also to high-school students. “I will be pleased if GenoCon could give high-school students with good programming skills the opportunity to become interested in life science and join the world of life sciences to become ‘genome designers’. Many useful genes have been patented, but all current patents will expire by 2030, and this will bring about a genome design boom. Genome designer will become a glamorous job in the near future.”
GenoCon will provide participants with the opportunity to enjoy the most advanced science and take on an open optimization challenge. Although genome designs for conferring the functionality to effectively eliminate and detoxify airborne formaldehyde to a plant have been published and some even patented, there may be better embodiments of the technology. The contest aims to search for better and more suitable embodiments with easier practical applications.
Toyoda is also a member of the RIKEN Biomass Engineering Program, which was initiated in April 2010. Through the program, Toyoda aims to improve the efficiency of producing bioplastic materials based on rational genome design methods for plants. Genome design methods and programs collected through GenoCon would also be used for that purpose.
“We intend to establish infrastructure for synthetic biology,” says Toyoda. “Synthetic biology is a newly emerging field of science in which bioinformatics and biology are combined, and deals with the whole range of information and biological resources. We are now required to use the collaboration network of SciNeS to connect groups at RIKEN’s technical bases, and to establish a structure that enables the creation of useful biological resources as a social asset from information resources. To begin with, I want to create an easily grown plant that can yield environmentally friendly bioplastic materials.”
More information can be found at the SciNeS and GenoCon websites.
About the Researcher
Tetsuro Toyoda was born in Tokyo, Japan, in 1968. He graduated from the Faculty of Pharmaceutical Sciences at The University of Tokyo in 1992, and obtained his PhD in 1997 from the same university. He started as a researcher at the Institute of Medical Molecular Design in 1997, and joined RIKEN as team leader in the Genomic Sciences Center in 2001. He became director of the RIKEN Bioinformatics And Systems Engineering Division when it was established in 2008. His expertise is in bioinformatics and computer-aided rational design of biomolecules, including rational database-supported drug design based on protein structural information and rational genome design in synthetic biology for biomass engineering. He promotes Japan’s database integration projects as a member of several national database committees.
gro-pr | Research asia research news
Further reports about: > Arabidopsis thaliana > Bioinformatics > DNA > Database > Design Thinking > Division > EC-ESA GMES > Ferchau Engineering > Genetic clues > GenoCon > Genom > RIKEN > Rac > SciNeS > Science TV > anti-malarial drug > evolution of life > genetic blueprint > genetic information > genomic > iPS cells > information resources > life science > living organism > skin cell > synthetic biology
Cryo-electron microscopy achieves unprecedented resolution using new computational methods
24.03.2017 | DOE/Lawrence Berkeley National Laboratory
How cheetahs stay fit and healthy
24.03.2017 | Forschungsverbund Berlin e.V.
Astronomers from Bonn and Tautenburg in Thuringia (Germany) used the 100-m radio telescope at Effelsberg to observe several galaxy clusters. At the edges of these large accumulations of dark matter, stellar systems (galaxies), hot gas, and charged particles, they found magnetic fields that are exceptionally ordered over distances of many million light years. This makes them the most extended magnetic fields in the universe known so far.
The results will be published on March 22 in the journal „Astronomy & Astrophysics“.
Galaxy clusters are the largest gravitationally bound structures in the universe. With a typical extent of about 10 million light years, i.e. 100 times the...
Researchers at the Goethe University Frankfurt, together with partners from the University of Tübingen in Germany and Queen Mary University as well as Francis Crick Institute from London (UK) have developed a novel technology to decipher the secret ubiquitin code.
Ubiquitin is a small protein that can be linked to other cellular proteins, thereby controlling and modulating their functions. The attachment occurs in many...
In the eternal search for next generation high-efficiency solar cells and LEDs, scientists at Los Alamos National Laboratory and their partners are creating...
Silicon nanosheets are thin, two-dimensional layers with exceptional optoelectronic properties very similar to those of graphene. Albeit, the nanosheets are less stable. Now researchers at the Technical University of Munich (TUM) have, for the first time ever, produced a composite material combining silicon nanosheets and a polymer that is both UV-resistant and easy to process. This brings the scientists a significant step closer to industrial applications like flexible displays and photosensors.
Silicon nanosheets are thin, two-dimensional layers with exceptional optoelectronic properties very similar to those of graphene. Albeit, the nanosheets are...
Enzymes behave differently in a test tube compared with the molecular scrum of a living cell. Chemists from the University of Basel have now been able to simulate these confined natural conditions in artificial vesicles for the first time. As reported in the academic journal Small, the results are offering better insight into the development of nanoreactors and artificial organelles.
Enzymes behave differently in a test tube compared with the molecular scrum of a living cell. Chemists from the University of Basel have now been able to...
20.03.2017 | Event News
14.03.2017 | Event News
07.03.2017 | Event News
24.03.2017 | Materials Sciences
24.03.2017 | Physics and Astronomy
24.03.2017 | Physics and Astronomy