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Berkley Synthetic Biology Class, April 5, 2006. Commercial Gene Synthesis Technology John Mulligan. Topics. Commercial gene synthesis today Issues and technology for the future Governance and the potential for nefarious applications of synthetic biology.
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Berkley Synthetic Biology Class, April 5, 2006 Commercial Gene Synthesis Technology John Mulligan
Topics • Commercial gene synthesis today • Issues and technology for the future • Governance and the potential for nefarious applications of synthetic biology
Access to DNA is Central to Modern Biology • Biomedical Research • Biology • Agriculture • New areas such as Synthetic Biology
Acquiring and Modifying DNA is Costly • Researchers spend > $800MM/year on reagents to clone and modify genes • Deutsche Banc Alex Brown, 2000 • Every $1 spent on reagents represents an additional $2 to $5 of fully loaded costs • Labor, overhead, facilities, etc. • Billions of dollars in time and effort every year • Roughly $1 billion in direct costs to NIH • $1-$2 billion to industry
Gene Synthesis Improves Research Productivity • Less costly than other methods for many projects today ($1.25 to $1.60 per base pair today) • Industrial groups believe their internal costs with other methods to be ~$2 per bp • Academic groups have lower costs but still find synthesis economical for many projects • Cost of synthesis continues to decline rapidly • Complete control of sequence allows improved experimental design and new experimental approaches • Use the perfect gene for your experiment instead of the gene you have in the freezer
Commercial Gene Synthesis • Potentially a substitute for $1 to $2 billion in fully loaded costs • We estimate the current market is $20 million to $30 million a year • Revenues rowing at 30% to 50% a year • Volume growth much higher • Highly fragmented: 50 or more companies in this area world wide • Still a tiny fraction of the overall molecular biology market • We expect it to grow rapidly but to take 5-10 years to reach a significant fraction of the molecular biology market
Blue Heron Order Mix • Standard Orders • $500 to $50,000 • One to ~50 genes, as fast as possible • Standard delivery schedule • High-Volume, Time-Sensitive (Corporate) • Hundreds of kilobases, as fast as possible • Negotiated delivery schedule • A 200 kb project in 2004 and a 450 kb project in 2005 • High-Volume, Time-Insensitive (Government) • Thousands of kilobases • Extended Delivery, discounted price • Enables full capacity utilization to leverage fixed costs and maximize economies of scale
Gene Synthesis Technology • In use since the late ’70’s but only beginning to be widely used • Challenges • Error rate: ~1/300 • Mismatched hybridization can lead to scrambled order • Reliability impacts speed and cost • Three general approaches • “One pot” ligation and/or PCR • Convergent assembly • Solid phase assembly
PCR Amplification PCR Assembly Multiple oligonucleotides in a single reaction.
PCR Assembly • Simple to do, often works • The technology used by nearly all commercial providers • Many published protocols • Limitations • Some sequences are difficult or impossible to PCR • Difficult sequences can add to the cost and delivery time
Convergent Assembly A series ligation and purification steps, each involving only two fragments.
Convergent Assembly • A series of simple, reliable reactions • Works on almost any sequence • But, it is slow and more expensive than PCR-based methods for many genes
Inside column Solid-Phase Assembly Within each column, double-stranded oligos (duplexes) are sequentially added to a solid support, with intervening wash steps.
Inside column Solid-Phase Assembly Attach duplex to solid phase support
Inside column Solid-Phase Assembly Wash
Inside column Solid-Phase Assembly Add the second duplex into column
Inside column Solid-Phase Assembly Attach the second duplex to the first duplex
Inside column Solid-Phase Assembly Wash
Inside column Solid-Phase Assembly Add the third duplex into column
Solid-Phase Assembly Attach the third duplex Inside column
Inside column Solid-Phase Assembly Repeat to assemble complete fragments and elute from column
Solid-Phase Assembly • Simple reaction: two fragments, three ends • Drive reaction with molar excess • Wash away side reactions • Fully automated at Blue Heron
Oligos Cloned Sequence verified Restricted Subtarget Subtargets Final Clone Solid Phase Assembly of Whole Genes
GeneMaker® Overview • Proprietary software designs build strategy • Oracle database instructs instruments to build • Oligos are synthesized and hybridized • Patent-pending automated solid phase assembly • Cloning and sequencing • Error removal methods throughout process
Gene Synthesis is Complex • Every order is different • Every gene is made from a dozen to several thousand parts • Every part is new and used for only one order • The smallest parts are chemicals • Mixed populations of good and bad parts • Error rate of on in a few hundred • Larger parts are biological • Unpredictable behavior • The final product must be perfect
Existing Manufacturing Tools are Inadequate • Commodity market • Prices drop 30% to 50% / year • We must drop production costs at least this fast • Mass customization used in some industries • Have not found one where every part is new • Handling high failure rates is critical to controlling manufacturing costs • Existing tools focused on assembly-line production, “job shops”, custom engineering • None
Automated Laboratory vs. Manufacturing • Most or all gene synthesis today is carried out in sophisticated laboratories with some automation • PhDs involved • Difficult to scale rapidly • Within a few years, nearly all commercial gene synthesis will be carried out in manufacturing facilities • Largely automated • Robots for production • People for process development • Highly sophisticated process control and scheduling • Interesting, meaty problems for operations research…
Blue Heron is a Software Company • Integrated manufacturing system • Automated storage • Integrated materials handling: e.g., robot arm on a rail • Off the shelf components: pipettors and incubators • Proprietary process • Lots of software • Automated design of manufacturing process • Database control to track every fragment and manage rework cycles • Sophisticated scheduling • Integration software • Protocol software on individual instruments
The Potential for Biowarfare Applications • Many researchers synthesize or clone pathogenic DNA as they work to understand the basic biology of the pathogen and to develop new therapeutics • Most viral genomes are within the range of today’s technology • Blue Heron delivered the fragments for a >25 kb virus in 2004 • Vaccinia is 180 kb • ould be done in 6-12 months, 40 SNPs • One or more bacterial genomes will be synthesized within the next year • Nefarious uses of synthesis are possible
Gene Synthesis Technology is Widespread Bioneer Corporation 49-3, Munpyeong-dong, Daedeok-gu, Daejeon 306-220, Korea “The capacity of this facility is to produce 7.2 tons of phosphoramidite per year… Currently we have (the) capacity of producing 20,000 oligos per day… Bioneer offers a special gene synthesis service.” But the vast majority of the sophisticated molecular biology capacity is in Europe and North America
Controlling Synthesis Technology is Difficult • Synthesis materials are easy to acquire • Any sophisticated chemistry group could build oligonucleotide synthesis capacity from scratch • For large-scale synthesis groups the “drop at the bottom of a reagent bottle” can add up to kilograms of phosphoramidite per year- tracking the materials is not feasible • PCR-based synthesis works on many sequences • Transforming and growing bacteria is low-tech
New Methods Extend Synthesis Capabilities Build genes with a modified ink-jet printer?
Garage Technology in Five Years? • Lone hackers with few resources NO • Governments or organizations YES • Any country or moderately well-funded group could put together the capacity FROM SCRATCH with a moderate investment ($500K and 3-6 PhDs)
Group “BW Hacking” • Technology access is easy • Robust, world-wide market for used equipment • Simple hardware for all aspects of the technology- could be built from scratch by a few engineers • Chemistry is feasible for companies or laboratories in many (nearly all?) countries • Molecular biology and bacteriology kits available from many different companies in many countries • Protocols on the internet • But, it is still far harder than organism- or tissue culture-based BW hacking • ~$1M, 3-6 key technologists, and a modest industrial infrastructure required for synthetic biology
Governance: Select Agent Regulations • Screen all orders against a database of select agent genes • Black Watch, Craic Computing • Review sequences that are similar to those genes • A Ph.D. reviews several positive hits per day • Most hits are not select agent genes • Detailed analysis of select agent genes • Check the literature • Discuss with customer • Decide if we can build the sequence
Current Regulations Require Interpretation • Many genes from select agents are not dangerous and are not controlled • E.g., bacterial metabolic genes • Many select agent genes resemble harmless genes • E.g., non-pathogenic relatives • Many scientists use non-functional parts of select agent genes in their research • Viral coat proteins for vaccine development • Enzymes for testing anti-microbial and anti-viral drugs • DNA fragments or proteins for development of diagnostics
Regulatory Clarity is Needed • Goals • Restrain/monitor access to dangerous DNA fragments • Retain ability to carry out rapid biomedical and other life science R&D • However, no national regulatory scheme can completely block the arrival of new pathogens • Moreover, poorly conceived regulation could impede ability to respond to new pathogens
Our Perspective on Regulations • Regulation should define the DNA sequences that are covered • Current select agent rules require interpretation • And action to be taken when regulated sequences are requested • What needs to be reported? To whom? What is the involvement of our customer in the process? • Regulations could shift the development our industry • If regulations require disclosure of all sequence orders, pharmaceutical researchers will not outsource gene synthesis because sequence data is confidential • Such regulation would lead to an instrument (“gene synthesis in a box”) market • The development and dispersion of such instruments would make the technology harder to control
Solution: Select DNA Sequence Database • A list of Select DNA Sequences • DNA sequences that could be used to build pathogens or to enhance pathogenicity • Actively maintained by an oversight panel and a set of organism-specific experts • Updated on a regular basis (e.g., monthly) • Select sequences defined in terms of a reference sequence and a percentage identity to the reference sequence • Current method of BLAST search against BlackWatch database results in many false positive “hits”, each requires time to research and identify risk
Select Sequences • Three classes of sequences • Select Agent Genes Require a permit • Related Genes Require reporting • All other genes No reporting required • Control of high-threat sequence • Tracking of sequences that could be incorporated into new pathogens • Fragments of select agent genes • Other pathogenic genes • Other sequences? • No reporting requirement for most sequences
Operational Considerations • Positive requirement to check orders against the Select Sequence database • Current rules make it illegal to provide certain sequences but do not require providers to check for those sequences • Clear procedures for identifying organizations and individuals that are authorized to possess molecules encoding Select Sequences • Centralized database to collate information on reportable sequences • One could now buy parts of a virus from several different providers and not violate any regulations until they were assembled
Gene Synthesis is an International Industry • Researchers are located all over the world • Gene synthesis companies exist all over the world • Dozen + in US • Dozen in Europe • Several in Asia (at least) • Ad hoc (non-commercial) gene synthesis occurs regularly in labs all over the world • US regulations cannot block nefarious access to this technology • US regulations can impact the efficiency of our response to pathogens
Rapid, Effective R&D is the Solution • Our response to new pathogens depends on decades of basic research AND the immediate application of today’s best technology • Gene synthesis could play an important role in rapid responses to new diseases • Scientists working for the good of society have an extremely large advantage in resources • We need to maintain and improve our R&D capacity to respond the this threat • Modest investments in current technology could reduce the danger
Summary • Gene synthesis and molecular biology are central to modern biological research • The technology is ubiquitous and international, thus control from within the USA is not possible • Current regulations need improvement • Clear definition of Select Sequences • Tracking of related sequences • Poor regulatory choices today could significantly reduce our ability to respond to new pandemics, whether natural or man-made