From Megabytes to Megabases Building a Fab to Enable Synthetic Biology

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Presentation transcript:

From Megabytes to Megabases Building a Fab to Enable Synthetic Biology to Program Cells to Become Factories to Make… Devices, Sensors, Pharmaceuticals, Renewable Chemicals & Fuels and Food Using Synthetic Genes… MIT Molecular Machines (Jacobson) Group jacobson@media.mit.edu

Moore’s Law for Silicon From Schematic Design To Fab To Working Chip To Product http://www.national.com/company/pressroom/gallery/graphics/full_sized/06_rgb.jpg http://commons.wikimedia.org/wiki/File:InternalIntegratedCircuit2.JPG http://en.labs.wikimedia.org/wiki/File:64-bit_lookahead_carry_unit.svg 2 2

(Open Loop Protection Group) (Error Correcting Polymerase) DNA Synthesis Chemical Synthesis (Open Loop Protection Group) Biological Synthesis (Error Correcting Polymerase) Error Rate: 1:102 Throughput: 300 S per Base Addition http://www.med.upenn.edu/naf/services/catalog99.pdf Throughput Error Rate Product Differential: ~108 Error Rate: 1:106 Throughput: 10 mS per Base Addition Beese et al. (1993), Science, 260, 352-355. http://www.biochem.ucl.ac.uk/bsm/xtal/teach/repl/klenow.html template dependant 5'-3' primer extension 3'-5' proofreading exonuclease 5'-3' error-correcting exonuclease Example: [A] Synthesize 1500 Nucleotide Base Gene. Error Rate = 0.99 (0.99)1500 ~ 10-7. [B] 3000 Nucleotide Base Gene. (0.99)3000 ~ 10-13.

Chip Based Oligo Nucleotide Synthesis ~1000x Lower Oligonucleotide Cost ~ 1M Oligos/Chip Chow, Brian Y., Christopher J. Emig, and Joseph M. Jacobson. "Photoelectrochemical synthesis of DNA microarrays." Proceedings of the National Academy of Sciences 106.36 (2009): 15219-15224. http://www.technologyreview.com/biomedicine/20035/ http://learn.genetics.utah.edu/content/labs/microarray/analysis Accurate multiplex gene synthesis from programmable DNA microchips Jingdong Tian, Hui Gong, Nijing Sheng, Xiaochuan Zhou, Erdogan Gulari, Xiaolian Gao and George Church Nature 432, 1050-1054(23 December 2004) doi:10.1038/nature03151

Chip Based Gene Synthesis 1 2 Accurate multiplex gene synthesis from programmable DNA microchips Jingdong Tian, Hui Gong, Nijing Sheng, Xiaochuan Zhou, Erdogan Gulari, Xiaolian Gao and George Church Nature 432, 1050-1054(23 December 2004) doi:10.1038/nature03151 Parallel gene synthesis in a microfluidic device D.S. Kong, P.A. Carr, L. Chen, S. Zhang, J.M. Jacobson Nucleic Acid Research , 2007, Vol. 35, No. 8 e61

Error Correcting Gene Synthesis X Error Rate 1:104 Lamers et al. Nature 407:711 (2000) Nucleic Acids Research 2004 32(20):e162 Nucleic Acids Research 2004 32(20):e162

FAB: From Bits to Pathways

Scale Factors in DNA Synthesis & Applications Base Pairs 10G 10000000000 G Transistors 100M 1M ~ 200 Gbp 97 Mbp ~ 200 Mbp ~ 250 Mbp ~ 1.5 Gbp ~ 1.6 Gbp ~ 3.2 Gbp 159.8 Gbp 12.2 Mbp ~1-13 Mbp J. Jacobson – MIT CBA – 5.1.14

Synthesizing GenBank Human Drug Targets Enzyme Homologs (Proteins) GenBank Release 194 : 260,000 Organisms : >150 Billion Bp : > 25 B ESTs : Growing ~60% Per Year (18 Month Doubling) 1000 Enzymes * 1000 Homologs = 1.5 Gb Enzyme Homologs 100,000 Splice Variants *1.5 Kb = 150 Mb Human Drug Targets (Proteins) Synthetic Yeast 2.0 - Building the World's First Synthetic Eukaryotic Genome  Sources: http://commons.wikimedia.org/wiki/File:CallystatinA-modular.jpg http://commons.wikimedia.org/wiki/File:1ESR_Human_Monocyte_Chemotactic_Protein-2_01.png http://commons.wikimedia.org/wiki/File:Chymotrypsin_enzyme.png http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2238942/ http://commons.wikimedia.org/wiki/File:Halo_genome.jpg

Synthesizing Phylogenetic Trees 1000 Enzymes * 1000 Homologs = 1.5 Gb Enzyme Homologs http://mmbr.asm.org/content/69/1/51/F1.large.jpg http://www.nature.com/srep/2012/120718/srep00518/images/srep00518-f1.jpg

Antibody Engineering Random Library: 20 Amino Acids: 2020 = 1026 Unscreenable Next Gen Synthetic Library: No.of Variants=18*2*2*288*5184=107,495,424=108 Screenable http://www.nature.com/nsmb/journal/v20/n3/fig_tab/nsmb.2500_F1.html

Noah Jakimo Lisa Nip Divya Arcot Jalena Mandic Charles Fracchia Molecular Machines Group Noah Jakimo Lisa Nip Divya Arcot Jalena Mandic Charles Fracchia

The Tyranny of Numbers "For some time now, electronic man has known how 'in principle' to extend greatly his visual, tactile, and mental abilities through the digital transmission and processing of all kinds of information. However, all these functions suffer from what has been called 'the tyranny of numbers.' Such systems, because of their complex digital nature, require hundreds, thousands, and sometimes tens of thousands of electron devices." -J.A. Morton, Bell Laboratory 1957 http://www.webenweb.co.uk/museum/comps.htm http://www.chipsetc.com/the-transistor.html