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Christina D. Smolke
Department of Bioengineering
Stanford University


July 16, 2011
12th Annual eDay
Natural chemicals and materials




Taxus brevifolia (pacific yew)                    spider
            taxol                                  silk



                                                                Hevea brasiliensis (rubber tree)
                                                                             rubber




                                   Clostridium acetobutylicum
                                             butanol
Papaver somniferum (opium poppy)
       codeine, morphine
Microbial biofactories




Taxus brevifolia (pacific yew)                     spider
            taxol                                   silk



                                                                                  Hevea brasiliensis (rubber tree)
                                                                                               rubber

                                                                                 genetic materials,
                                                                               manipulation & control




                                   Clostridium acetobutylicum
                                             butanol          raw materials   microbial fermentation          New chemicals
Papaver somniferum (opium poppy)                                                                                materials
       codeine, morphine                                                                                        products
Intelligent therapeutics




www.neurooncologia.com
Apps
Tools   c/o D. Endy (Stanford University)
7. Control & dyn. systems
6. Reverse engineering
5. Fab, CAD & EDA
4. Standards & abstraction
3. Languages & grammars
2. Device design
1. Info. theory & signal proc.
                       c/o D. Endy (Stanford University)
Engineering systems

                                Circuitry
                                 signal processing    remote control
                                 automated response   memory
      Sensors (Inputs)           dynamic control      communication
       chemicals
       biomolecules
       temperature
       light




       Actuators (Outputs)
        reporting     phenotype
        delivery      self-organization
        motility      synthesis
Synthetic biology

                                Circuitry
                                 signal processing    remote control
                                 automated response   memory
      Sensors (Inputs)           dynamic control      communication
       chemicals
       biomolecules
       temperature
       light




       Actuators (Outputs)
        reporting     phenotype
        delivery      self-organization
        motility      synthesis
Ongoing tools revolution
              Recombinant DNA          Polymerase Chain Reaction           DNA Sequencing




First
Gen.
Biotech
          =
              Basic “Cut” & “Paste”   Amplify & Make Simple Changes   Read Out the Genetic Code




Next
Gen.
Biotech
Adds      =                                                                      ...
New
Tools

                                                                              c/o D. Endy (Stanford University)
Transformative advances in fabrication platforms




                                      Carr PA, Church GM. 2009. Nat Biotech. 27: 1151-1162


Cellular assembly

                                      engineered




                                           natural

                    genome
                    transplantation              Gibson DG, et al. 2010. Science. 329: 52-6
Now that we can
write in DNA, what
    do we say?

Challenge: Design Gap
Molecular computers enable programming of function
input
                         sensor1 / transmitter1 / actuator




                                                                   output
                                                                            input A

                         sensor1 / transmitter2 / actuator




                                                                   output
                                                                            input A

                         sensor2 / transmitter1 / actuator




                                                                   output
                                                                            input B


                output

 input                                                                  output


                                      Win MN, Smolke CD. 2007. PNAS. 104: 14283-8
Molecular computers enable programming of function
input
                                                sensor1 / transmitter1 / actuator




                                                                                    output
                                                                                             input A

                                                sensor1 / transmitter2 / actuator




                                                                                    output
                                                                                             input A

                                                sensor2 / transmitter1 / actuator




                                                                                    output
                                                                                             input B


                                     output
                                                n sensors / n transmitters / actuator
                                                                                      A      B output
                                                                                      0      0   1
                                                                                      0      1   1
                                                                                      1      0   1
                                                                                      1      1   0
Win MN, Smolke CD. 2008. Science. 322: 456-60
Decoupling & abstraction lead to powerful technology
platforms




   harvesting and      rational computer-           evolving new
refining from nature   aided design (CAD)             functions

                                            Win MN, Liang JC, Smolke CD. 2009. Chem Biol. 16: 298-310
Building scalable bio-manufacturing platforms
Harvesting natural diversity

                                             hair growth
                                                                       analgesics



                                                         Integrating into a
                                                         microbial host


                        antimicrobial                                      anti-HIV
                                             anti-malarial


                                                anticancer

                                        Hawkins KM, Smolke CD. 2008. Nat Chem Biol. 4: 564-73
Building a microbial drug factory




Enzymes catalyze reactions:
Building a microbial drug factory




    Bis-BIAs           Sanguinarine /      Morphinan
                     Berberine Alkaloids   Alkaloids
Building a microbial drug factory


                                           DNA




                                           protein



                                           metabolite



    Bis-BIAs           Sanguinarine /      Morphinan
                     Berberine Alkaloids   Alkaloids
Building a microbial drug factory




    Bis-BIAs           Sanguinarine /      Morphinan
                     Berberine Alkaloids   Alkaloids
Building a microbial drug factory




    Bis-BIAs           Sanguinarine /      Morphinan
                     Berberine Alkaloids   Alkaloids
Building a microbial drug factory




    Bis-BIAs           Sanguinarine /      Morphinan
                     Berberine Alkaloids   Alkaloids
Integrated systems design of microbial factories
                                                  Targeting biosynthesis to specialized
     pH 7-8                                       compartments
                       degradation


Mitochondrion


  pH 4-5
                                                          SalAT-mCherry
                                                          SalR-GFP


                     Vacuole
  pH 8-9



                                                  Noninvasive detection of chemical
                                       output




 Synthesome
                                                  synthesis
                                                input A




   Nucleus                     Golgi


                ER
Building autonomous control systems




                            Culler SJ, Hoff KG, Smolke CD. 2010. Science. 330: 1251-5
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Advancing cell-
based therapies




                  Chen YY, Jensen MC, Smolke CD. 2010. PNAS. 107: 8531-6
Cellular therapies: engineering the immune system

                                                                   transfer engineered
                                                                   cells into patient




                                                                harvest lymphocytes
recover and engineer                                            from patient
desired cell type




http://www.discoverymedicine.com/Leslie-E-Huye/files/2010/03/
T-cell proliferation pathway

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                                                             Chen YY, Jensen MC, Smolke CD. 2010. PNAS. 107: 8531-6
A molecular computer controlling immune response




                                                                   proliferation




                                                                    apoptosis /
                                                                      death




                           Chen YY, Jensen MC, Smolke CD. 2010. PNAS. 107: 8531-6
A molecular computer controlling immune response




                                              1.2E+09
                                                             !"#$%&'()*+,-./-01'/-
                                                            L2bulge9(3x) 0 uM Theo




                         Flux (photons/sec)
                                              1.0E+09
 No drug                                                     !"#$%&'()*+,-233-45-01'/-
                                                            L2bulge9(3x) 500 uM Theo
                                              8.0E+08

                                              6.0E+08

                                              4.0E+08

                                              2.0E+08

                                              0.0E+00
                                                        0   2    4      6    8     10    12   14   16
                                                                     Days Post Injection

With drug




                                               Chen YY, Jensen MC, Smolke CD. 2010. PNAS. 107: 8531-6
Apps




Standardization   Abstraction    Synthesis   Device Design   Languages & Grammar


                                                             AGGTACAGTTATCA
                                                             CCCATTGCATGGTA
                                                             TTCAAAGAAGTCGT




                                                                                   output
                                                             GGCCCAGATTCGAC
                                                             AAATCGTGTAGTAA
                                                             TGGTCCAGCTGATT                 input


                                Tools                        GGTTCAAATAACGG
The Smolke Laboratory




Alumni                   Funding Sources
Andrew Babiskin          Alfred P. Sloan Foundation
Travis Bayer             Arnold and Mabel Beckman Foundation
Chase Beisel             Bill and Melinda Gates Foundation
Yvonne Chen              Defense Advanced Research Projects
Stephanie Culler         Agency
Kristy Hawkins           National Institutes of Health (NIGMS, NCI)
Kevin Hoff               National Science Foundation (CBET, CCF,
Maung Nyan Win           CAREER)
Let’s design
with DNA…

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Synthetic Biology: The next generation of biotechnology - Christina Smolke, Stanford Engineering

  • 1. Christina D. Smolke Department of Bioengineering Stanford University July 16, 2011 12th Annual eDay
  • 2. Natural chemicals and materials Taxus brevifolia (pacific yew) spider taxol silk Hevea brasiliensis (rubber tree) rubber Clostridium acetobutylicum butanol Papaver somniferum (opium poppy) codeine, morphine
  • 3. Microbial biofactories Taxus brevifolia (pacific yew) spider taxol silk Hevea brasiliensis (rubber tree) rubber genetic materials, manipulation & control Clostridium acetobutylicum butanol raw materials microbial fermentation New chemicals Papaver somniferum (opium poppy) materials codeine, morphine products
  • 5. Apps Tools c/o D. Endy (Stanford University)
  • 6. 7. Control & dyn. systems 6. Reverse engineering 5. Fab, CAD & EDA 4. Standards & abstraction 3. Languages & grammars 2. Device design 1. Info. theory & signal proc. c/o D. Endy (Stanford University)
  • 7. Engineering systems Circuitry signal processing remote control automated response memory Sensors (Inputs) dynamic control communication chemicals biomolecules temperature light Actuators (Outputs) reporting phenotype delivery self-organization motility synthesis
  • 8. Synthetic biology Circuitry signal processing remote control automated response memory Sensors (Inputs) dynamic control communication chemicals biomolecules temperature light Actuators (Outputs) reporting phenotype delivery self-organization motility synthesis
  • 9. Ongoing tools revolution Recombinant DNA Polymerase Chain Reaction DNA Sequencing First Gen. Biotech = Basic “Cut” & “Paste” Amplify & Make Simple Changes Read Out the Genetic Code Next Gen. Biotech Adds = ... New Tools c/o D. Endy (Stanford University)
  • 10. Transformative advances in fabrication platforms Carr PA, Church GM. 2009. Nat Biotech. 27: 1151-1162 Cellular assembly engineered natural genome transplantation Gibson DG, et al. 2010. Science. 329: 52-6
  • 11. Now that we can write in DNA, what do we say? Challenge: Design Gap
  • 12. Molecular computers enable programming of function input sensor1 / transmitter1 / actuator output input A sensor1 / transmitter2 / actuator output input A sensor2 / transmitter1 / actuator output input B output input output Win MN, Smolke CD. 2007. PNAS. 104: 14283-8
  • 13. Molecular computers enable programming of function input sensor1 / transmitter1 / actuator output input A sensor1 / transmitter2 / actuator output input A sensor2 / transmitter1 / actuator output input B output n sensors / n transmitters / actuator A B output 0 0 1 0 1 1 1 0 1 1 1 0 Win MN, Smolke CD. 2008. Science. 322: 456-60
  • 14. Decoupling & abstraction lead to powerful technology platforms harvesting and rational computer- evolving new refining from nature aided design (CAD) functions Win MN, Liang JC, Smolke CD. 2009. Chem Biol. 16: 298-310
  • 15. Building scalable bio-manufacturing platforms Harvesting natural diversity hair growth analgesics Integrating into a microbial host antimicrobial anti-HIV anti-malarial anticancer Hawkins KM, Smolke CD. 2008. Nat Chem Biol. 4: 564-73
  • 16. Building a microbial drug factory Enzymes catalyze reactions:
  • 17. Building a microbial drug factory Bis-BIAs Sanguinarine / Morphinan Berberine Alkaloids Alkaloids
  • 18. Building a microbial drug factory DNA protein metabolite Bis-BIAs Sanguinarine / Morphinan Berberine Alkaloids Alkaloids
  • 19. Building a microbial drug factory Bis-BIAs Sanguinarine / Morphinan Berberine Alkaloids Alkaloids
  • 20. Building a microbial drug factory Bis-BIAs Sanguinarine / Morphinan Berberine Alkaloids Alkaloids
  • 21. Building a microbial drug factory Bis-BIAs Sanguinarine / Morphinan Berberine Alkaloids Alkaloids
  • 22. Integrated systems design of microbial factories Targeting biosynthesis to specialized pH 7-8 compartments degradation Mitochondrion pH 4-5 SalAT-mCherry SalR-GFP Vacuole pH 8-9 Noninvasive detection of chemical output Synthesome synthesis input A Nucleus Golgi ER
  • 23. Building autonomous control systems Culler SJ, Hoff KG, Smolke CD. 2010. Science. 330: 1251-5
  • 24. (5I B (5Q (5R L!F Z23,7 *C!X! Z23,7 M"#.%9N36N3 Molecular computers can rewire disease pathways !"#$%& F.28, CN>1,N8 L!F !"#$%& ' Native Network * PBC"D/%P/CQEGR ' "+F,C%0"#+B. * FGEC/"+%0/+0EG B.C/G+BC"D/%/7E+%"+-.,0 "+F,C%KE5,./ B-C,BCEG%KE5,./ ) !"#$%& PBC"D/%P/CQEGR fluorescence 6IGXB%<,4">, no 6IG#XB%<,4">, "+F,C%KE5,./ B-C,BCEG%KE5,./ "+F,C%0"#+B. L!F ' FGEC/"+%0/+0EG B.C/G+BC"D/%/7E+%"+-.,0 *C!! L ' Z23,7 * *C!X! Z23,7 *C!X! *C!0 $+,, &+,, ( FGE."J/GBC"E+ JK JK L $+,, &+,, ' * !"#$%& DE" JK JK DE" F /7E+%"+-.,0"E+ /7E+%/7- F.28, A Network T.EQ%5/D"-/% TS"#S%5 ( '.C/G/5%P/CQEGR FGE."J/GBC"E+ 6GH 6IG 6GH 6IG E,CF,CU E,CF "+F,C%0"#+B. !"#$%& O9P%9N36N3 /7E+%/7- /7E+%"+-.,0"E+ Altered T.EQ%5/D"-/% L!F TS"#S%5 '.C/G/5%P/CQEGR ) E,CF,CU E,CF 23"4,%,567,88"9:%-;91</ "+F,C%0"#+B.) (5I B (5Q (5R L!F ' * ()!*"+,% fluorescence = ) CN>1,N8 $ 2/034 M"#.%9N36N3 L!F ) L!F # ()!*#+,% 6;<," ,123"4,%%,5>1?":>1 ( ' * -/..%5/BCS) ( (&),% !"#$%' 6IGXB%<,4">, % 6IG#XB%<,4">, ( -/..%5/BCS Z23,7 *C!X! Z23,7 *C!X! (A !"#$%' F.28, 678 & 3 9 : FGEC/"+% " # "+F,C FGEC/"+% .EQ%E,CF,C = Smolke CD. 2010. Science. 330: 1251-5 678 & 3 9 : ;91</ "+F,C Culler SC, Hoff KG, L!F @VO " ()!*"+,% = .EQ%E,CF,C 2/034
  • 25. ;OK T ;OP ;OQ L2*M<N H="@ > 6JHJ=H="@ !"#$%& L2*M<N !"#$%& Molecular computers can rewire disease pathways >3@/13D ; L2*M<N !M@6=MK%:15"@1 !M@6=#MK%:15"@1 8 *%+,#-./0 !"#$%&'( & !"#$%& ; Native NetworkW%R<:& ' MR<: * W%R<:& ()*%+,#-./0 :"21621%.64N14 ?64#1I"J#%B1//% R16IS%R15"B1% %:15"@1 5 PBC"D/%P/CQEGR JKXMT%:15"@1 JKX#MT%:15"@1 T"IS%26U1IL% 8GHGIH2"2 ' <:& "+F,C%0"#+B.()*%+,#-./0 Y ="B&5B&'C5%D&% M<U!M" * FGEC/"+%0/+0EG B.C/G+BC"D/%/7E+%"+-.,0 W<U!M""+F,C%KE5,./ W<U!M" :5%#&;"<#'+&11' =&5;>'=&4"8& B-C,BCEG%KE5,./ Y O4H>R43# GHFH;FB"B I4"##14 PBC"D/%P/CQEGR proliferation ?";>'35@&;A' 9 ) E%F9%$# :%"##&% "+F,C%KE5,./ B-C,BCEG%KE5,./ fate 1 ()* K?:& ( "+F,C%0"#+B. FGEC/"+%0/+0EG B.C/G+BC"D/%/7E+%"+-.,0 7 ' *+, * Y Q:=( 9 *+, )L2K? M :T!" L $+,, &+,, +ABQ:R !"#$ L O 8NI ( FGE."J/GBC"E+ !>B6I1J"J $+,, &+,, (=@P ' * !K85;&<"< E GD; !"#$%& *+ *+*+ *+ % /7E+%"+-.,0"E+ /7E+%/7- UL! UL! AHJ>6GHGIHI"B SY ( *3LS '.C/G/5%P/CQEGR FGE."J/GBC"E+ <F<K5HFH;F;"8 &'( &)' &'( &)' T.EQ%5/D"-/% E,CF,CU <=*>?@ TS"#S%5 E,CF SY "+F,C%0"#+B. !"#$%& <F<K5HFH;F;"8 /7E+%/7- /7E+%"+-.,0"E+ Altered Network J3,K:L T.EQ%5/D"-/% J3,K:L TS"#S%5 SYJ3,K:L ) CD; ; CDE CDF <=*>?@ MNI I '.C/G/5%P/CQEGR MNO MNP E,CF,CU E,CF C 8GHGIHI"B "+F,C%0"#+B.) 5HFH;F;"8 MNI S MNO MNP J3,K:L A3B/132 ) 5HFH;F;"8 <=*>?@ ' <$81&$B * cell death J3,K:L <$81&$B ) fate 2 J3,K:L SYY8 ' ( & SYY *+,'-.#/012 * !K85;KI'=&4"8& KQ:=( V'Q:=( : !K85;#KI'=&4"8& &"! -/..%5/BCS V'Q:=( *+,'-.#/012 HIWKS'=&4"8& K:T!K" &"! V:T!K" HIW#KS'=&4"8& V:T!K" ( SYY !"#$%' &!! &!! ( X -/..%5/BCS X )1//%2345"56/%+70 )1//%2345"56/%+70 !"#$%' %! %! 678 & 3 9 : FGEC/"+% (&"! "+F,C $! &"! .EQ%E,CF,C $! 678 & 3 9 : RX FGEC/"+% #! RX #! Culler SC, Hoff KG, Smolke CD. 2010. Science. 330: 1251-5 "+F,C @VO !'()*"'$+,-./# '' 0$1"'2+,.34'# &!! "! &!! .EQ%E,CF,C !'()*'$+'-./ "! 0$1'2+'.34'# #
  • 26. ;OK T ;OP ;OQ L2*M<N H="@ > 6JHJ=H="@ !"#$%& to different diseases; L2*M<N !"#$%& Modularity allows>3@/13D tailoring L2*M<N !M@6=MK%:15"@1 !M@6=#MK%:15"@1 8 !"#$%& ; Native NetworkW%R<:& ' *%+,#-./0 MR<:& * W%R<: !"#$%&'( & ()*%+,#-./0 :"21621%.64N14 ?64#1I"J#%B1//% R16IS%R15"B1% %:15"@1 PBC"D/%P/CQEGR JKXMT%:15"@1 JKX#MT%:15"@1 T"IS%26U1IL% 8GHGIH2"2 ' <:& "+F,C%0"#+B.()*%+,#-./0 Y M<U!M" 5 * FGEC/"+%0/+0EG B.C/G+BC"D/%/7E+%"+-.,0 W<U!M""+F,C%KE5,./ W<U!M" B-C,BCEG%KE5,./ O4H>R43# Y ="B&5B&'C5%D&% I4"##14 :5%#&;"<#'+&11' PBC"D/%P/CQEGR proliferation 9 =&5;>'=&4"8& ) GHFH;FB"B "+F,C%KE5,./ ?";>'35@&;A' B-C,BCEG%KE5,./ fate 1 ()* E%F9%$# K?:& :%"##&% ( "+F,C%0"#+B. FGEC/"+%0/+0EG B.C/G+BC"D/%/7E+%"+-.,0 ' * Y 7 )L2K? M L $+,, &+,, 9 *+, Q:=( L O 8NI ( FGE."J/GBC"E+ !>B6I1J"J +ABQ:R $+,, &+,, (=@P ' * !"#$%& /7E+%"+-.,0"E+ /7E+%/7- AHJ>6GHGIHI"B SY E GD; T.EQ%5/D"-/% TS"#S%5 SY !K85;&<"< ( '.C/G/5%P/CQEGR FGE."J/GBC"E+ *3LS E,CF,CU <=*>?@ E,CF "+F,C%0"#+B. !"#$%& /7E+%"+-.,0"E+ <F<K5HFH;F;"8 /7E+%/7- Altered Network T.EQ%5/D"-/% J3,K:L TS"#S%5 SY ) CD; ; CDE CDF <=*>?@ '.C/G/5%P/CQEGR E,CF,CU E,CF C 8GHGIHI"B "+F,C%0"#+B.) MNI I MNO MNP J3,K:L A3B/132 ) cell death 5HFH;F;"8 <=*>?@ ' * <$81&$B ) fate 2 J3,K:L SYY ( SYY & ' * : &"! -/..%5/BCS 8 &"! !K85;KI'=&4"8& !K85;#KI'=&4"8& ( SYY !"#$%' *+,'-.#/012 KQ:=( V'Q:=( V'Q:=( *+ &!! &!! ( -/..%5/BCS )1//%2345"56/%+70 )1//%2345"56/%+70 X %! 678 & 3 9 : !"#$%' %! FGEC/"+% (&"! "+F,C $! &"! .EQ%E,CF,C $! 678 & 3 9 : FGEC/"+% #! #! Culler SC, Hoff KG, Smolke CD. 2010. Science. 330: 1251-5 RX "+F,C @VO !'()*"'$+,-./# '' 0$1"'2+,.34'# &!! "! &!! .EQ%E,CF,C !'()*'$+'-./ "! 0$1'2+'.34'# #
  • 27. Advancing cell- based therapies Chen YY, Jensen MC, Smolke CD. 2010. PNAS. 107: 8531-6
  • 28. Cellular therapies: engineering the immune system transfer engineered cells into patient harvest lymphocytes recover and engineer from patient desired cell type http://www.discoverymedicine.com/Leslie-E-Huye/files/2010/03/
  • 29. T-cell proliferation pathway !"#$%&'() #$%&'()*" !"#$%&'() #*+,'-*,+) &.&,$) *+#$,+--&,) !"#$ !"#$ !" !" $ !"# !" !" $ !" # #*+,'-) %&"&$ !" !" %&"&$ '("-*/*0'$*1,) 0'#0'2&) +,-,".(/*0(123&)"2)." )4#5*20"%02)65&#23&)" *780*66(&)"&9" "'$34'5) !" :0&;%<= 1!$"!$) 0*52%*.":*)*6"" !" Chen YY, Jensen MC, Smolke CD. 2010. PNAS. 107: 8531-6
  • 30. A molecular computer controlling immune response proliferation apoptosis / death Chen YY, Jensen MC, Smolke CD. 2010. PNAS. 107: 8531-6
  • 31. A molecular computer controlling immune response 1.2E+09 !"#$%&'()*+,-./-01'/- L2bulge9(3x) 0 uM Theo Flux (photons/sec) 1.0E+09 No drug !"#$%&'()*+,-233-45-01'/- L2bulge9(3x) 500 uM Theo 8.0E+08 6.0E+08 4.0E+08 2.0E+08 0.0E+00 0 2 4 6 8 10 12 14 16 Days Post Injection With drug Chen YY, Jensen MC, Smolke CD. 2010. PNAS. 107: 8531-6
  • 32. Apps Standardization Abstraction Synthesis Device Design Languages & Grammar AGGTACAGTTATCA CCCATTGCATGGTA TTCAAAGAAGTCGT output GGCCCAGATTCGAC AAATCGTGTAGTAA TGGTCCAGCTGATT input Tools GGTTCAAATAACGG
  • 33. The Smolke Laboratory Alumni Funding Sources Andrew Babiskin Alfred P. Sloan Foundation Travis Bayer Arnold and Mabel Beckman Foundation Chase Beisel Bill and Melinda Gates Foundation Yvonne Chen Defense Advanced Research Projects Stephanie Culler Agency Kristy Hawkins National Institutes of Health (NIGMS, NCI) Kevin Hoff National Science Foundation (CBET, CCF, Maung Nyan Win CAREER)