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DNA Computers and
    Point-of-Care Diagnostics

            Seriously?

              May 3, 2012
           Andrew D. Ellington
    Fraser Professor of Biochemistry
Center for Systems and Synthetic Biology
      University of Texas at Austin
Our story starts in a somewhat odd place:
how does a woman know if she’s pregnant?




 While "the rabbit died" became a common way to announce a pregnancy after being
 popularized by Lucille Ball on a 1952 episode of "I Love Lucy", injecting a rabbit with a
 pregnant woman's urine will not kill the rabbit. Researchers did inject female rabbits and
 other animals with pregnant women's urine throughout the 20th century in an effort to
 discern pregnancy. They theorized that a chemical in a pregnant women's urine, known as
 human chorionic gonadotropin (hCG), would stimulate the rabbit's ovaries. Unfortunately
 for the rabbit, the quickest way to see whether or not her ovaries were affected by the
 urine was to kill and dissect her.

 Read more: Homemade Pregnancy Tests | eHow.com http://www.ehow.com/about_5390948_homemade-pregnancy-
 tests.html#ixzz1tQjG8weS
Of course, what the rabbits were really measuring was
human chorionic gondaotropin, a hormone induced
early in pregnancy.
And if rabbits could measure it, surely we could, too?
 If only someone could figure out … how?

       Monoclonal                              Materials
       antibody                                science
       technology


This is where Dr. Ian
Richards, amongst
others, comes in.
Ian in the end
made a very complex
task … very simple.



                            Social
                            forces
What Ian did was to take a laboratory
assay for hCG that was cumbersome,
and make a complex device that was
simple in design and use.
And this is the device, updated, that is still used today.
And now, we are finally to the point of the talk:

   If we can measure hCG easily, why can’t we, and why don’t
   we, measure lots of other things in a similar manner?




        Drugs of abuse               Bacteria of nastiness

Well, we do, sort of. It’s possible, but it hasn’t really caught on.
What Ian reminded me of, was that there was a social
  revolution going on in parallel with the scientific one.


We go from
women not
being trusted
to make
decisions
that a doctor
‘should’ make,
to ….


                        Circa 1976               Circa 1979

          And here’s where my research comes in …..
A different woman, a different social revolution: monitoring drug
resistant tuberculosis in Afghanistan
-Collect slide material
-Boil, centrifuge, collect supernatant
---Phenol chloroform extraction
-Nested PCR of rpoB
-Sequencing
-Analysis

•   Gain a picture of the extent of
    rifampin resistance in primary
    tuberculosis isolates.
•   Identify relative frequency of
    resistance-conferring mutations to
    set up interpretation of new
    resistance tests.
•   Determine geographical
    distribution of resistance.
•   Evaluate the feasibility of molecular
    mutation detection for the
    Afghanistan National Tuberculosis
    Program, utilizing the existing
    infrastructure as an alternative to
    phenotypic susceptibility testing.
Sputum from Afghanistan




Clean, number, and select slides
Afghan          Slides     Slides     Samples      Resistant
   Cases           Received   Chosen     Amplified    Sequences
   ~5000           1120       511        150          17

                                       Mutation      Number(Percent)
           Sequencing to
           identify drug               TCG531 TTG    13(76)
           resistance                  TCG531 TGG    2(11.8)
                                       CAC526 CGC    1(5.9)
                                       TCG522 TTG    1(5.9)




So, we’ve gone from pregnancy tests of convenience, to
life-or-death decisions where medical care is sparse …
but the story gets weirder (this is Austin, after all):
How to make computers
                                       with carbon, rather than silicon


                                                        Erik
                                                        Winfree




                                                         Niles
                                                         Pierce




                                                         Peng
                                                         Yin
Zhang et al. (2007) Science 318:1121
+




   Xi Chen, brilliant           Grace Eckhoff, brilliant
   and driven                   and compassionate
   graduate student             undergraduate

(And this, my friends, is why you go to the University of
Texas at Austin, rather than the University of Phoenix
at Online)
Only one huge problem: not nearly sensitive enough
A brief scientific digression, so you know what I’m talking about:

       Catalyzed hairpin assembly
Catalyzed hairpin assembly
Catalyzed hairpin assembly
Catalyzed hairpin assembly
Catalyzed hairpin assembly
Catalyzed hairpin assembly
Catalyzed hairpin assembly
Catalyzed hairpin assembly
Catalyzed hairpin assembly
Catalyzed hairpin assembly




       Overall reaction
Adaptation of catalytic hairpin assembly to detection




• Multiple different ways to look at
          the same reaction.

• Modularity of adaptation to
        platforms.

• 100-fold amplification (still not
         good enough!)

• A little slow (1/min turnover)
If one reaction isn’t good enough, maybe we can stack them,
just like electronic circuits?
Amplification is unfortunately plagued by leakage.
             How, why, and how to deal with it?
          (this is the boring part that takes forever)
   Type I: caused by mis-formed (mis-synthesized and/or mis-
    folded) Mi that directly activates the substrate Mi+1.
   Type II: caused by mis-formed Mi and/or Ai that form Mi:Ai
    duplex in the absence of the catalyst (Mi-1:Ai-1 duplex).
   Type III: caused by reaction between perfectly formed Mi and
    Ai, in the absence of the catalyst (Mi-1:Ai-1 duplex).




                                      A real example (Credit: Bingling Li)
Get rid of the mis-formed material!

Native PAGE Purification                                                     Layer 2 + 3




     “Bad” M2 and A2 purified by reacting the two, followed by Native PAGE isolation

     8% Native PAGE used to maintain A2:M2 bound species


     Completely eliminated uncatalyzed M2 + A2
      hybridization                                                                        (Credit: Neima Briggs)
Get rid of the other mis-formed material!




                                                     Layer 2 + 3

                                                            (Credit: Jeremy McLain)




                                                              (Credit: Neima Briggs)

Figure shows the effect of the combination of the both purification methods.
Results – 1,000x amplification achieved with
          extensively purified DNA


Still. Not. Good. Enough.
                                        Output
                                         100 nM




                                         ~1000X Amplification
                                         5 nM (@5pM catalyst)
                                         0 nM




                                     (Credit: Neima Briggs)
Problems with chemically synthesized hairpins …
            solved by enzymatic synthesis!
   Limited single-layer
                                              Greatly extended!
    fold-amplification
    (due to toxic
    substrate)
   Batch-to-batch                     Minimized!
    variation
                             Chemical                                   Enzymatic
   Sensitive to refolding
    and storage condition                             What you
                                                      don’t want


                                                             What you
                                                             want
      Eliminated!
                        Significantly overlapping                       Completely
                        (prep scale, NOT analytical scale)              separated
Prospect/Results – Strategy and preliminary results of large-
   scale (>1 nmole), enzymatic oligonucleotide synthesis

                        Table 1. Estimated cost for each batch of DNA hairpin

                        Step            Major costly        Amount      Cost           Source
                                        materials
                        PCR             DNA polymerase      0.003 mg    $0.03          home-made1
                                        (Pfu-Sso7d or
                                        Vent)
                                        dNTPs               1 mg       $2              Chem-Implex
                                                            each                       Intl.
                                                            nucleotide
                        Restriction     EcoRV-HF or         0.001 mg $0.01             home-made1
                        digestion       PvuII-HF
                        Nicking         Nt.BstNBI           0.001 mg    $0.01          home-made1
                        Strand          Vent                0.01 mg     $0.1           home-made1
                        displacement
                        Other cost      Buffers, tubes,     N/A         ~$2            N/A
                                        depreciation of
   2 3a 3b 4   5                        equipments, etc
                        Total                                             ~$4
                        1
                          We assume 1 L E.coli culture can yield at least 1 mg of protein of interest. Major costly
                        materials in protein purification include LB broth (~$2 for 20 g), Ni-NTA beads (~$2.5 for
                        1 mL, considering re-use for at least 4 times), and other chemicals including antibiotics,
                        IPTG, BME, imidazole (~$5 total). These add up to $10. Therefore we use a standard
                        rate of $10 per mg protein of interest when estimating cost.
                   Product
                                          Cost / reaction = 5 cents!
Unprecedented purity = unprecedented amplification




Minimum leakage without any N- or B-purification, and potent
                     amplification…
 Reporter + 1st & 2nd layer hairpins + 2 nM Input       1st layer hairpins:
                                                        enzymatically synthesized
                                                        2nd layer hairpins:
                                                        chemically synthesized, DN-pure


                                                    Reporter + 1st & 2nd layer hairpins + 10 pM Input

                                  10 pM  100 nM, 104-fold amplification with 2 layers
                                                       Reporter + 1st & 2nd layer hairpins
                                                       Leakage is much more manageable.
                                                       Reporter + 2nd layer hairpins
                                                       Reporter only
Brief intermission:
• Great idea, non-enzymatic amplifiers that recognize sequence.
      Except no amplification.

• So, make a different mousetrap, 100-fold amplification.

• And stack the mousetraps (painful analogy?), 1,000-fold
      amplification.

• And optimize preparation, 10,000-fold amplification.

• You know what comes next.
         STILL NOT GOOD ENOUGH
• Although we do think we’re now going to be able to do
       a million-fold or better, so we’re on track.
Except … we have to detect multiple mutations in parallel
Overlap PCR with mutated primers will be used to generate the following mutated alleles:

          Drug                             Gene                         Mutated codon
                                                                      (mutant base shown
                                                                            in red)
       Rifampicin            rpoB (RNA polymerase beta                  S531L (TCGTTG)
                                     subunit)                           H526Y (CACTAC)
                                                                        Q513L (CAACTA)
       Isoniazid              katG (catalase-peroxidase)                S315T (AGCACC)

      Streptomycin           rpsL (ribosomal protein S12)                K43R (AAGAGG)

      Ethambutol              embB (indolylacetylinositol               M306V (ATGGTG)
                                arabinosyltransferase)

   Fluoroquinolones         gyrA (DNA gyrase subunit A)                 D94G (GACGGC)
  •   Isoniazid, rifampicin, streptomycin and ethambutol are essential first-line antituberculosis
      drugs.
  •   Ethambutol and streptomycin are also included in the group 1 and 2 drugs for treatment of
      MDR-TB while fluoroquinolones are part of the reserve second-line drugs.
But Dick Crooks
                           at Texas … had
                           a better idea.




George Whitesides at
Harvard is a very clever
fellow who can make
paper do many things.
Karen
Our assays on their paper   Scida
o-PAD 2

Improvements
Photolithography is eliminated in favor of wax printing using a $700 office printer
Device is laminated to prevent evaporation during assays and to prevent contamination
A voltmeter is used for read-out, which is both sensitive and quantitative
o-PAD 2 Fabrication and Fluidics




(a) A sheet of paper printed using an office printer (6 devices per sheet of paper)
(b) The folded and laminated o-PAD
(c) A corner is snipped off to admit the analyte solution
(d) The analyte is introduced into the fluidics
(e) The unfolded device showing the results of 3-D fluidic penetration
If we can deliver paper, we can deliver health care.




                                India has some 545 million
                                cell phones, enough to serve
                                about 45 per cent of the
                                population, but only about
                                366 million people or 31 per
                                cent of the population had
                                access to improved sanitation
                                in 2008.
But it’s bigger than that, and impacts us here at home, too.

            Complex system diagnostics: then


                          Crud, it doesn’t
                          work




                                             And now
Complex system diagnostics: then




                         And now
What if … we could just logon to get our health status?
                                         [Full disclosure: I own equity that is worth
The Traitwise Technology                 almost $10.52]



   We crowd-source information by
    having users answer personalized
    questions & ask questions of their
    own
   By using gaming paradigms we
    optimize every panel to engage
    the user.
   New questions emerge at the top
    of the page to create user
    anticipation and eliminate page
    navigation
   Traitwise becomes a dialog to
    create a personalized experiences
         Fun survey interface designed by game developers
The Traitwise Technology (continued)
   Traitwise provides instant
                                           How many people answer
    feedback and survey results
                                             how many questions?
   The average number of
    questions answered using     100-2,000 (addicted)
    Traitwise is over 50                                         0-10 (Just
                                                                   looking)
   Nearly 20% of participants
    answer over 100 questions
    with a tail of distribution 30-100 (very
    going out to over 2,000.      engaged)


                                                               10-30 (engaged)


                             Fun and addictive!
Research Using Patient Reported Outcomes
• Patient reported outcomes are
  being used to reduce health care
  costs by comparative effectiveness
  research
     – By a combination of screening and
       patient reported outcomes,
       researchers are identifying the
       treatment effectiveness
     – Patent reported research also “reveals
       acquired behaviors and individual
       responses to health programs”
       necessary for improved health (1)

                                                           Example of depression correlations
(1) Jethwani, K. et al. // www.medscape.com // Jan. 2011



           Used in Commercial, Research, and Clinical Settings
So, what does the future look like?

• Complex diagnostics, made cheap and uploadable   (is that a word?)




• Complex analyses, easy and online.

• People taking control of their own healthcare.
The folks responsible for the rainbows and unicorns:

Grace Eckhoff, Marshall Scholar        NIH
                                       DARPA
Xi Chen, Harvard Fellow                Gates Foundation

Bingling Li                            The great state
Sanchita Bhadra                        of Texas
Peter Allen                            (I am a state
                                       employee, something
Matt Winkler and Asuragen ERI          I seldom forget)
Jeff Taylor, John Jacob, Oscar Ayala


Dick Crooks, Karen Scida

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How Point of Care Diagnostics Will Change Health Care-Texas Enterprise Speaker Dr. Andrew Ellington

  • 1. DNA Computers and Point-of-Care Diagnostics Seriously? May 3, 2012 Andrew D. Ellington Fraser Professor of Biochemistry Center for Systems and Synthetic Biology University of Texas at Austin
  • 2. Our story starts in a somewhat odd place: how does a woman know if she’s pregnant? While "the rabbit died" became a common way to announce a pregnancy after being popularized by Lucille Ball on a 1952 episode of "I Love Lucy", injecting a rabbit with a pregnant woman's urine will not kill the rabbit. Researchers did inject female rabbits and other animals with pregnant women's urine throughout the 20th century in an effort to discern pregnancy. They theorized that a chemical in a pregnant women's urine, known as human chorionic gonadotropin (hCG), would stimulate the rabbit's ovaries. Unfortunately for the rabbit, the quickest way to see whether or not her ovaries were affected by the urine was to kill and dissect her. Read more: Homemade Pregnancy Tests | eHow.com http://www.ehow.com/about_5390948_homemade-pregnancy- tests.html#ixzz1tQjG8weS
  • 3. Of course, what the rabbits were really measuring was human chorionic gondaotropin, a hormone induced early in pregnancy.
  • 4. And if rabbits could measure it, surely we could, too? If only someone could figure out … how? Monoclonal Materials antibody science technology This is where Dr. Ian Richards, amongst others, comes in. Ian in the end made a very complex task … very simple. Social forces
  • 5. What Ian did was to take a laboratory assay for hCG that was cumbersome, and make a complex device that was simple in design and use.
  • 6. And this is the device, updated, that is still used today.
  • 7. And now, we are finally to the point of the talk: If we can measure hCG easily, why can’t we, and why don’t we, measure lots of other things in a similar manner? Drugs of abuse Bacteria of nastiness Well, we do, sort of. It’s possible, but it hasn’t really caught on.
  • 8. What Ian reminded me of, was that there was a social revolution going on in parallel with the scientific one. We go from women not being trusted to make decisions that a doctor ‘should’ make, to …. Circa 1976 Circa 1979 And here’s where my research comes in …..
  • 9.
  • 10. A different woman, a different social revolution: monitoring drug resistant tuberculosis in Afghanistan -Collect slide material -Boil, centrifuge, collect supernatant ---Phenol chloroform extraction -Nested PCR of rpoB -Sequencing -Analysis • Gain a picture of the extent of rifampin resistance in primary tuberculosis isolates. • Identify relative frequency of resistance-conferring mutations to set up interpretation of new resistance tests. • Determine geographical distribution of resistance. • Evaluate the feasibility of molecular mutation detection for the Afghanistan National Tuberculosis Program, utilizing the existing infrastructure as an alternative to phenotypic susceptibility testing.
  • 11. Sputum from Afghanistan Clean, number, and select slides
  • 12. Afghan Slides Slides Samples Resistant Cases Received Chosen Amplified Sequences ~5000 1120 511 150 17 Mutation Number(Percent) Sequencing to identify drug TCG531 TTG 13(76) resistance TCG531 TGG 2(11.8) CAC526 CGC 1(5.9) TCG522 TTG 1(5.9) So, we’ve gone from pregnancy tests of convenience, to life-or-death decisions where medical care is sparse … but the story gets weirder (this is Austin, after all):
  • 13. How to make computers with carbon, rather than silicon Erik Winfree Niles Pierce Peng Yin Zhang et al. (2007) Science 318:1121
  • 14. + Xi Chen, brilliant Grace Eckhoff, brilliant and driven and compassionate graduate student undergraduate (And this, my friends, is why you go to the University of Texas at Austin, rather than the University of Phoenix at Online)
  • 15. Only one huge problem: not nearly sensitive enough
  • 16. A brief scientific digression, so you know what I’m talking about: Catalyzed hairpin assembly
  • 25. Catalyzed hairpin assembly Overall reaction
  • 26. Adaptation of catalytic hairpin assembly to detection • Multiple different ways to look at the same reaction. • Modularity of adaptation to platforms. • 100-fold amplification (still not good enough!) • A little slow (1/min turnover)
  • 27. If one reaction isn’t good enough, maybe we can stack them, just like electronic circuits?
  • 28. Amplification is unfortunately plagued by leakage. How, why, and how to deal with it? (this is the boring part that takes forever)  Type I: caused by mis-formed (mis-synthesized and/or mis- folded) Mi that directly activates the substrate Mi+1.  Type II: caused by mis-formed Mi and/or Ai that form Mi:Ai duplex in the absence of the catalyst (Mi-1:Ai-1 duplex).  Type III: caused by reaction between perfectly formed Mi and Ai, in the absence of the catalyst (Mi-1:Ai-1 duplex). A real example (Credit: Bingling Li)
  • 29. Get rid of the mis-formed material! Native PAGE Purification Layer 2 + 3  “Bad” M2 and A2 purified by reacting the two, followed by Native PAGE isolation  8% Native PAGE used to maintain A2:M2 bound species  Completely eliminated uncatalyzed M2 + A2 hybridization (Credit: Neima Briggs)
  • 30. Get rid of the other mis-formed material! Layer 2 + 3 (Credit: Jeremy McLain) (Credit: Neima Briggs) Figure shows the effect of the combination of the both purification methods.
  • 31. Results – 1,000x amplification achieved with extensively purified DNA Still. Not. Good. Enough. Output 100 nM ~1000X Amplification 5 nM (@5pM catalyst) 0 nM (Credit: Neima Briggs)
  • 32. Problems with chemically synthesized hairpins … solved by enzymatic synthesis!  Limited single-layer Greatly extended! fold-amplification (due to toxic substrate)  Batch-to-batch Minimized! variation Chemical Enzymatic  Sensitive to refolding and storage condition What you don’t want What you want Eliminated! Significantly overlapping Completely (prep scale, NOT analytical scale) separated
  • 33. Prospect/Results – Strategy and preliminary results of large- scale (>1 nmole), enzymatic oligonucleotide synthesis Table 1. Estimated cost for each batch of DNA hairpin Step Major costly Amount Cost Source materials PCR DNA polymerase 0.003 mg $0.03 home-made1 (Pfu-Sso7d or Vent) dNTPs 1 mg $2 Chem-Implex each Intl. nucleotide Restriction EcoRV-HF or 0.001 mg $0.01 home-made1 digestion PvuII-HF Nicking Nt.BstNBI 0.001 mg $0.01 home-made1 Strand Vent 0.01 mg $0.1 home-made1 displacement Other cost Buffers, tubes, N/A ~$2 N/A depreciation of 2 3a 3b 4 5 equipments, etc Total ~$4 1 We assume 1 L E.coli culture can yield at least 1 mg of protein of interest. Major costly materials in protein purification include LB broth (~$2 for 20 g), Ni-NTA beads (~$2.5 for 1 mL, considering re-use for at least 4 times), and other chemicals including antibiotics, IPTG, BME, imidazole (~$5 total). These add up to $10. Therefore we use a standard rate of $10 per mg protein of interest when estimating cost. Product Cost / reaction = 5 cents!
  • 34. Unprecedented purity = unprecedented amplification Minimum leakage without any N- or B-purification, and potent amplification… Reporter + 1st & 2nd layer hairpins + 2 nM Input 1st layer hairpins: enzymatically synthesized 2nd layer hairpins: chemically synthesized, DN-pure Reporter + 1st & 2nd layer hairpins + 10 pM Input 10 pM  100 nM, 104-fold amplification with 2 layers Reporter + 1st & 2nd layer hairpins Leakage is much more manageable. Reporter + 2nd layer hairpins Reporter only
  • 35. Brief intermission: • Great idea, non-enzymatic amplifiers that recognize sequence. Except no amplification. • So, make a different mousetrap, 100-fold amplification. • And stack the mousetraps (painful analogy?), 1,000-fold amplification. • And optimize preparation, 10,000-fold amplification. • You know what comes next. STILL NOT GOOD ENOUGH • Although we do think we’re now going to be able to do a million-fold or better, so we’re on track.
  • 36. Except … we have to detect multiple mutations in parallel Overlap PCR with mutated primers will be used to generate the following mutated alleles: Drug Gene Mutated codon (mutant base shown in red) Rifampicin rpoB (RNA polymerase beta S531L (TCGTTG) subunit) H526Y (CACTAC) Q513L (CAACTA) Isoniazid katG (catalase-peroxidase) S315T (AGCACC) Streptomycin rpsL (ribosomal protein S12) K43R (AAGAGG) Ethambutol embB (indolylacetylinositol M306V (ATGGTG) arabinosyltransferase) Fluoroquinolones gyrA (DNA gyrase subunit A) D94G (GACGGC) • Isoniazid, rifampicin, streptomycin and ethambutol are essential first-line antituberculosis drugs. • Ethambutol and streptomycin are also included in the group 1 and 2 drugs for treatment of MDR-TB while fluoroquinolones are part of the reserve second-line drugs.
  • 37. But Dick Crooks at Texas … had a better idea. George Whitesides at Harvard is a very clever fellow who can make paper do many things.
  • 38. Karen Our assays on their paper Scida
  • 39. o-PAD 2 Improvements Photolithography is eliminated in favor of wax printing using a $700 office printer Device is laminated to prevent evaporation during assays and to prevent contamination A voltmeter is used for read-out, which is both sensitive and quantitative
  • 40. o-PAD 2 Fabrication and Fluidics (a) A sheet of paper printed using an office printer (6 devices per sheet of paper) (b) The folded and laminated o-PAD (c) A corner is snipped off to admit the analyte solution (d) The analyte is introduced into the fluidics (e) The unfolded device showing the results of 3-D fluidic penetration
  • 41. If we can deliver paper, we can deliver health care. India has some 545 million cell phones, enough to serve about 45 per cent of the population, but only about 366 million people or 31 per cent of the population had access to improved sanitation in 2008.
  • 42. But it’s bigger than that, and impacts us here at home, too. Complex system diagnostics: then Crud, it doesn’t work And now
  • 44. What if … we could just logon to get our health status? [Full disclosure: I own equity that is worth The Traitwise Technology almost $10.52]  We crowd-source information by having users answer personalized questions & ask questions of their own  By using gaming paradigms we optimize every panel to engage the user.  New questions emerge at the top of the page to create user anticipation and eliminate page navigation  Traitwise becomes a dialog to create a personalized experiences Fun survey interface designed by game developers
  • 45. The Traitwise Technology (continued)  Traitwise provides instant How many people answer feedback and survey results how many questions?  The average number of questions answered using 100-2,000 (addicted) Traitwise is over 50 0-10 (Just looking)  Nearly 20% of participants answer over 100 questions with a tail of distribution 30-100 (very going out to over 2,000. engaged) 10-30 (engaged) Fun and addictive!
  • 46. Research Using Patient Reported Outcomes • Patient reported outcomes are being used to reduce health care costs by comparative effectiveness research – By a combination of screening and patient reported outcomes, researchers are identifying the treatment effectiveness – Patent reported research also “reveals acquired behaviors and individual responses to health programs” necessary for improved health (1) Example of depression correlations (1) Jethwani, K. et al. // www.medscape.com // Jan. 2011 Used in Commercial, Research, and Clinical Settings
  • 47. So, what does the future look like? • Complex diagnostics, made cheap and uploadable (is that a word?) • Complex analyses, easy and online. • People taking control of their own healthcare.
  • 48. The folks responsible for the rainbows and unicorns: Grace Eckhoff, Marshall Scholar NIH DARPA Xi Chen, Harvard Fellow Gates Foundation Bingling Li The great state Sanchita Bhadra of Texas Peter Allen (I am a state employee, something Matt Winkler and Asuragen ERI I seldom forget) Jeff Taylor, John Jacob, Oscar Ayala Dick Crooks, Karen Scida