CPAC Summer Institute - University of...

61
CPAC Summer Institute CPAC Summer Institute June 15-17, 2008 Real Time Biosensor Systems & Protein Production Real Time Biosensor Systems & Protein Production Clement E. Furlong, Scott D. Soelberg, Richard Stevens and Peter Kaufmann Clement E. Furlong, Scott D. Soelberg, Richard Stevens and Peter Kaufmann Departments of Medicine Departments of Medicine (Div. Medical Genetics) & Genome Sciences (Div. Medical Genetics) & Genome Sciences

Transcript of CPAC Summer Institute - University of...

  • CPAC Summer InstituteCPAC Summer InstituteJune 15-17, 2008

    Real Time Biosensor Systems & Protein ProductionReal Time Biosensor Systems & Protein Production

    ••Clement E. Furlong, Scott D. Soelberg, Richard Stevens and Peter Kaufmann Clement E. Furlong, Scott D. Soelberg, Richard Stevens and Peter Kaufmann Departments of Medicine Departments of Medicine

    (Div. Medical Genetics) & Genome Sciences(Div. Medical Genetics) & Genome Sciences

  • 0.8

    1

    Fundamentals of Fundamentals of Fundamentals of Fundamentals of

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    Surface Plasmon ResonanceSurface Plasmon ResonanceSurface Plasmon ResonanceSurface Plasmon Resonance

    0

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    0 20 40 60 80

    Ө DegreesӨ Degrees

    1.33761.3377

    System software

    Sensorgram

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    Sensorgram

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  • Our goal is to reduce the size and cost of SPR Our goal is to reduce the size and cost of SPR technology from a ~$300 000 desk top device to a technology from a ~$300 000 desk top device to a technology from a ~$300,000 desk top device to a technology from a ~$300,000 desk top device to a portable system that costs under $30,000portable system that costs under $30,000

    This system is designed around gthe miniature TI-SPR chip, designed by José Melendez and teamand team.

  • Spreeta sensing componentsSpreeta sensing componentsSpreeta sensing componentsSpreeta sensing componentsS SPRS SPR•• Spreeta SPR components Spreeta SPR components developed in collaboration developed in collaboration with UW with TIwith UW with TI

    Each Spreeta chip contains Each Spreeta chip contains all of the optical all of the optical components needed for components needed for

    •• Miniaturized, robust, high Miniaturized, robust, high performance devices. performance devices.

    I i i l titI i i l tit components needed for components needed for sensitive SPR measurement sensitive SPR measurement of biomolecular interactionsof biomolecular interactions

    •• Inexpensive in large quantityInexpensive in large quantity

    •• Excellent manufacturing Excellent manufacturing capabilities and qualitycapabilities and qualitycapabilities and quality capabilities and quality controlcontrol

  • The SPIRIT systemThe SPIRIT systemThe SPIRIT systemThe SPIRIT systemyy(Surface Plasmon Instrumentation for the Rapid Identification of Toxins)(Surface Plasmon Instrumentation for the Rapid Identification of Toxins)

    yy(Surface Plasmon Instrumentation for the Rapid Identification of Toxins)(Surface Plasmon Instrumentation for the Rapid Identification of Toxins)

    •• Compact, Compact, lightweight (lunchbox lightweight (lunchbox size, 6 lb.)size, 6 lb.)

    Current laboratoryprototype

    •• High performanceHigh performance•• 24 simultaneous 24 simultaneous

    measurementsmeasurementsmeasurements measurements •• Low power (5W) Low power (5W)

    allows portable allows portable titioperationoperation

    •• SemiSemi--AutomatedAutomated

  • Touchscreen data displayTouchscreen data displayTouchscreen data displayTouchscreen data display

    Selected SPR curveSelected SPR curve Detected levelsDetected levels(bargraph)(bargraph)

    Sensor channelSensor channel

    Detected levelsDetected levels(numeric)(numeric)

  • Sensor surface chemistrySensor surface chemistrySensor surface chemistrySensor surface chemistryEach Spreeta chip has 3 Each Spreeta chip has 3 useable channelsuseable channels

    Soluble protective coatingSoluble protective coating(dextran/trehalose)allows long-term dry storage at

    useable channelsuseable channels

    room temperatureControl receptorsControl receptors(usually antibodies)Designed NOT to respond to that agent

    Y Y Y Y Y Ψ Ψ Ψ Ψ ΨGold layer (50 nM)Gold layer (50 nM)

    Target receptors:Target receptors:(usually antibodies)Designed to capture a specific agent or

    l t Y Y Y Y Y Ψ Ψ Ψ Ψ Ψ

    Glass substrateGlass substrate

    analyte e.g.:

    •Toxins•Viruses•Spores•Bacteria Spreeta Spreeta

    sensor chip

  • Storage of Gold SlidesStorage of Gold Slidesgg120140

    wet Dextran 1

    6080

    100of

    1 d

    ay w

    02040

    erce

    nt o

    Control

    Dextran 2

    00 50 100 150 200 250 300 350

    Time (days)

    Pe

    Anti-Alkaline-phosphatase(AP)-antibody-coated slides were dried with a thin layer of 10 mM Tris, pH 8.0, 2.5% trehalose

    d 2 5% d t Aft t d d t lid tt dand 2.5% dextran. After extended storage, slides were wetted, exposed to AP and analyzed for AP activity.

  • Silicone moldingSilicone moldinggg

    •• Versatile technique for production of Versatile technique for production of q pq pprecision flowcells & other fluidic precision flowcells & other fluidic componentscomponents

    Antibody 1

    Flow channelsformed by fishing line

    Antibody 2

    Antibody 3

    Flowcell cast from mold

  • Fixture for derivatizing individual channelsFixture for derivatizing individual channelsFixture for derivatizing individual channelsFixture for derivatizing individual channels

  • SPIRIT performs 24 simultaneous SPIRIT performs 24 simultaneous ppmeasurements of antibody bindingmeasurements of antibody binding

    Eight sensor chipsDetection event

    Eight sensor chips

    Toxin

    Silicon flow cell Silicon flow cell i f i hi f i hinterfaces with interfaces with TE controller TE controller ((±±0.010.01oo C)C)

    Three active spots per sensor

    Flowcell

    Snap-in block of 8 sensor chips

  • Examples of Assays Possible with SPRExamples of Assays Possible with SPRExamples of Assays Possible with SPRExamples of Assays Possible with SPR

    •• Whole microbial cells Whole microbial cells --((F.tularensis, E. coli, Y. pestisF.tularensis, E. coli, Y. pestis))

    •• Spores Spores (e g anth a )(e g anth a )--(e.g., anthrax)(e.g., anthrax)

    •• Viruses with or without amplification Viruses with or without amplification --(e.g. Norwalk, flu)(e.g. Norwalk, flu)

    P t i b di t d t ti ith ith tP t i b di t d t ti ith ith t•• Proteins by direct detection with or without Proteins by direct detection with or without amplification/verificationamplification/verification--(protein toxins, industrial proteins, therapeutics)(protein toxins, industrial proteins, therapeutics)

    •• Small molecular weight analytes using displacement orSmall molecular weight analytes using displacement orSmall molecular weight analytes using displacement or Small molecular weight analytes using displacement or competition assayscompetition assays--(e.g., domoic acid, cortisol, insecticides, toxic chemicals, TNT & other small (e.g., domoic acid, cortisol, insecticides, toxic chemicals, TNT & other small organics)organics)

  • Detection of Larger AnalytesDetection of Larger AnalytesDetection of Larger AnalytesDetection of Larger AnalytesDetection of Larger AnalytesDetection of Larger AnalytesDetection of Larger AnalytesDetection of Larger Analytes

    • Microbes• Microbes• Microbes

    • Spores

    • Microbes

    • Spores

    • Viruses

    •Proteins/Toxic Proteins

    • Viruses

    •Proteins/Toxic Proteins•Proteins/Toxic Proteins

    •Small molecule toxins

    •Proteins/Toxic Proteins

    •Small molecule toxins

  • Analyte Detection and Signal AmplificationAnalyte Detection and Signal Amplification

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  • Analyte Detection and Signal AmplificationAnalyte Detection and Signal AmplificationAnalyte Detection and Signal AmplificationAnalyte Detection and Signal Amplificationy py p

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  • Analyte Detection and Signal AmplificationAnalyte Detection and Signal AmplificationAnalyte Detection and Signal AmplificationAnalyte Detection and Signal Amplificationy py p

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  • Analyte Detection and Signal AmplificationAnalyte Detection and Signal AmplificationAnalyte Detection and Signal AmplificationAnalyte Detection and Signal Amplificationy py p

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    Time, min

    Signal Detection

  • Detection of 1 nM (28 ppb) SEB in seawaterDetection of 1 nM (28 ppb) SEB in seawaterDetection of 1 nM (28 ppb) SEB in seawaterDetection of 1 nM (28 ppb) SEB in seawaterDetection of 1 nM (28 ppb) SEB in seawaterDetection of 1 nM (28 ppb) SEB in seawaterDetection of 1 nM (28 ppb) SEB in seawaterDetection of 1 nM (28 ppb) SEB in seawater

    1.33973

    1.33974

    n

    1.3397

    1.33971

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    ve in

    dex,

    n

    1 33967

    1.33968

    1.33969

    Ref

    ract

    iv

    1.33966

    1.33967

    0 20 40 60 80Time minTime, min

  • Detection of 500 pM (14 ppb) SEB in urineDetection of 500 pM (14 ppb) SEB in urineDetection of 500 pM (14 ppb) SEB in urineDetection of 500 pM (14 ppb) SEB in urineDetection of 500 pM (14 ppb) SEB in urineDetection of 500 pM (14 ppb) SEB in urineDetection of 500 pM (14 ppb) SEB in urineDetection of 500 pM (14 ppb) SEB in urine

    Amplification

    500 pM SEBWash(urine)

    From: Naimushin et al., Biosensors and Bioelectronics 17:573

  • Detection of MicrobesDetection of MicrobesC t D t ti Li it 10C t D t ti Li it 1033 f / lf / l

    Detection and Verification of F. Tularensis (105 cfu/ml)

    Current Detection Limit: 10Current Detection Limit: 103 3 cfu/mlcfu/ml

    1.3396

    dex

    Detection

    Amplification/verification

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    Ind

    anti-F.T #1anti-F.T #2anti-F.T. #3anti Bot A NT #1Active channels

    e ec o

    1 3390

    1.3392

    tive

    Ref

    r anti-Bot A NT #1anti-Bot A NT #2anti-Bot A NT #3

    Active channels

    1.3388

    1.3390

    Rel

    a Reference channels

    0 2 4 6 8 11 13 15 17 19 21 23Time (min)

  • Virus DetectionVirus DetectionNorwalk VLP Detection

    Reference Subtracted, 0.75 mL Sample, p

    180

    10^6 PFU/ml Norwalk VLPs Anti-Norwalk Amp

    120140160180

    Norwalk

    Amplification

    406080

    100

    RIU

    Amplification

    -40-20

    020

    0 2.5 5 7.5 10 12.5 15 17.5 20 22.5Time (min)

    -6040 Time (min)

  • Quantitative Detection of Quantitative Detection of QQStaphylococcal Enterotoxin BStaphylococcal Enterotoxin B

    9 0E-05

    1.33515

    1.33520

    1.33525

    , RIU 6.0E-05

    7.0E-05

    8.0E-05

    9.0E-05

    RIU/

    min

    1.33505

    1.33510

    enso

    r res

    pons

    e

    2 0E 05

    3.0E-05

    4.0E-05

    5.0E-05

    B bi

    ndin

    g ra

    tes,

    2 0E-06

    4.0E-06

    6.0E-06

    8.0E-06

    1.0E-05

    1.33495

    1.33500

    0 20 40 60 80Ti i

    Se

    0.0E+00

    1.0E-05

    2.0E-05

    0 20 40 60 80 100

    SEB t ti MSE

    B

    0.0E+00

    2.0E-06

    0 1 2 3 4

    Time, min SEB concentration, nM

  • Detection of 5 ng/mL (5 ppb; 33pM) Detection of 5 ng/mL (5 ppb; 33pM) g pp pg pp pBotNT BotNT (denatured botulinum toxin)(denatured botulinum toxin)

    1.332261.33228

    1.3323Anti-Bot-toxin

    Reference

    1.33221.332221.33224

    RI AmplifyDetect

    1.332141.332161.33218

    1.33211.33212

    0 10 20 30 40Time (min)

  • Direct Detection of Ricin A Direct Detection of Ricin A Direct Detection of Ricin A Direct Detection of Ricin A Direct Detection of Ricin A Direct Detection of Ricin A Chain (64 ppbChain (64 ppb--320 ppb)320 ppb)

    Direct Detection of Ricin A Direct Detection of Ricin A Chain (64 ppbChain (64 ppb--320 ppb)320 ppb)( pp( pp pp )pp )( pp( pp pp )pp )

    14)

    8

    10

    12

    14

    x10-

    6RIU

    /min

    )

    0.00005

    0.00007

    0.00009

    ubtr

    acte

    d R

    IU 100 nM Ricin A Chain50 nM Ricin A Chain20 nM Ricin A ChainNo Ricin A Chain

    0

    2

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    Bin

    ding

    Rat

    e (x

    0 00001

    0.00001

    0.00003

    Bac

    kgro

    und-

    s

    00 100 200 300 400

    Ricin A Chain Concentration (nM)

    B-0.000010 200 400 600 800 1000

    Time (seconds)

    B

  • Detection of small molecule toxins by SPRDetection of small molecule toxins by SPRDetection of small molecule toxins by SPRDetection of small molecule toxins by SPRis a more difficult taskis a more difficult taskis a more difficult taskis a more difficult task

  • Displacement AssayDisplacement AssayR

    espo

    nse

    Time

    R

  • Displacement AssayDisplacement Assay

    Antibody Loading

    Sensor Ready Condition

    Antibody Loading

    Res

    pons

    e

    Time

    R

  • Displacement AssayDisplacement Assay

    Introduction of Target

    Sample Detection Mode

    Introduction of Target

    Res

    pons

    e

    Time

    R

  • Displacement AssayDisplacement Assay

    Introduction of Target

    Sample Detection Mode

    Introduction of Target

    Res

    pons

    e

    Time

    R

  • Displacement AssayDisplacement Assay

    Antibody Displacement

    Displacement of Target Analog

    Antibody Displacement

    Res

    pons

    e

    Rate proportional to analyte (target) concentration

    Time

    R

  • The main advantage of the displacement The main advantage of the displacement i th t th i t i th t th i t assay is that the expensive components assay is that the expensive components

    of the assay (antibodies or receptors) of the assay (antibodies or receptors) b t i d d b d b t i d d b d can be retained under a membrane and can be retained under a membrane and

    reused many times.reused many times.

  • Competition AssayCompetition Assay

    ANALYTE ATTACHED TO THE SURFACEANALYTE ATTACHED TO THE SURFACE

    ••Small Analytes:Small Analytes:••Estriol, Cortisol, Domoate…Estriol, Cortisol, Domoate…••Same analyte on the surfaceSame analyte on the surfaceSame analyte on the surfaceSame analyte on the surface

  • Competition AssayCompetition AssayNO ANALYTE PRESENTR

    espo

    nse

    Time

    R

  • Competition AssayCompetition AssayANALYTE PRESENT

    Res

    pons

    e

    Time

    R

  • Competition AssayCompetition Assayp yp y

    No target presentNo target present

    nse

    Ti

    Res

    po

    Samples 1, 2, and 3

    Time

  • Detection of Cortisol by Competition AssayDetection of Cortisol by Competition Assay

    Cortisol Competition 2-24-04c 10 nM

    1.3388

    1.3389 BSABSA Cortisol

    1 nM 750 pM

    1.3387 RIU

    BSA-CortisolHSA-GD

    2 nM 1000 nM Estriol

    13385

    1.3386 5 nM Lower arrows indicate returnto no analyte

    1.3384

    1.3385

    0 1000 2000 3000 4000 50000 1000 2000 3000 4000 5000Time (seconds)

  • External Compound Flow CellExternal Compound Flow CellExternal Compound Flow CellExternal Compound Flow Cell

    Vacuum

  • Detection of cortisol in saliva Detection of cortisol in saliva Detection of cortisol in saliva Detection of cortisol in saliva using the compound flow cellusing the compound flow cell

    0 0073

    0.0074

    RIU

    Saliva plus 28 nM Cortisol

    0 0073

    0.0074

    RIU

    Saliva plus 28 nM Cortisol

    0.0072

    0.0073

    ubtr

    acte

    d

    Saliva plus 14 nM 0.0072

    0.0073

    ubtr

    acte

    d

    Saliva plus 14 nM

    0.0071

    eren

    ce-s

    u

    Saliva only

    pCortisol0.0071

    eren

    ce-s

    u

    Saliva only

    pCortisol

    0.0069

    0.007

    Ref

    e

    0.0069

    0.007

    Ref

    e

    17 27 37 47 57 67 77Time (minutes)

    17 27 37 47 57 67 77Time (minutes)

  • Quantification of CortisolQuantification of CortisolQuantification of CortisolQuantification of Cortisol100

    ol s

    ampl

    e)

    100

    of n

    o co

    rtiso

    10

    ion

    slop

    e (%

    1

    1 10 100

    Det

    ect

    0.1

    Cortisol concentration (ng/ml)

    1 10 100

  • Detection of Domoic Acid by Detection of Domoic Acid by yyCompetition AssayCompetition Assay

    Collaboration with Dr. Vera Trainer’s team at NOAATrainer s team at NOAA

  • Standard Domoic Acid ConcentrationStandard Domoic Acid ConcentrationC i Cl E t tC i Cl E t tCurve in Clam ExtractsCurve in Clam Extracts

    Stevens et al. Harmful Algae

  • Comparison of HPLC/SPR AssaysComparison of HPLC/SPR AssaysComparison of HPLC/SPR AssaysComparison of HPLC/SPR Assays

    (GOLD STANDARD)(GOLD STANDARD)

  • Rapid Sample Clean UpRapid Sample Clean Up--p p pp p pConcentrationConcentration

    Analyte

    Analyte-immuno b dmagnetic bead

    complex

  • Rapid Immuno Magnetic Bead Separation (IMS)Rapid Immuno Magnetic Bead Separation (IMS)Rapid Immuno Magnetic Bead Separation (IMS)Rapid Immuno Magnetic Bead Separation (IMS)

  • Rapid Immuno Magnetic Bead Separation (IMS)Rapid Immuno Magnetic Bead Separation (IMS)p g p ( )p g p ( )

  • Design for Ciguatoxin Detection ProtocolDesign for Ciguatoxin Detection Protocol

    50 nm bead

    50 nm bead

    50 nm bead

  • Concentration, Verification, Amplification ProtocolConcentration, Verification, Amplification Protocol

    1400 StreptavidinStreptavidin Microbeads (1075 RIU) 3

    50 nM900

    RIU 10 ng/ml

    SEB

    anti-SEB-biotin

    (24 RIU)

    50 nMParamagnetic

    Bead

    400

    SEB (13 RIU)

    (24 RIU)

    1 21Sensor 2 3-100

    0 20 40 60Time (min)

    11 Ready 2 3

  • Concentration, Amplification and Verification Concentration, Amplification and Verification

    of SEB from a Stool Sampleof SEB from a Stool Sample500

    of SEB from a Stool Sampleof SEB from a Stool Sample

    300

    400 1 ng/ml SEB from a spiked stool sample

    200

    300

    RIU

    100

    -100

    0

    0 2 4 6 8 100 2 4 6 8 10Time (min)

  • 1/03 1/03 –– 6/03: Airborne SPR Sensing 6/03: Airborne SPR Sensing ggTest FlightsTest Flights

    Variviggen instrumented with SPR sensors

  • Protein Nucleic Acids as Recognition Protein Nucleic Acids as Recognition El t f DNA/RNAEl t f DNA/RNA

    Protein Nucleic Acids as Recognition Protein Nucleic Acids as Recognition El t f DNA/RNAEl t f DNA/RNAElements for DNA/RNAElements for DNA/RNAElements for DNA/RNAElements for DNA/RNA

    Very stable receptor on chip

    (Protein Nucleic Acid)

    Allows detection of target

  • Binding of a 79 bp DNA Probe to a Complementary PNA Binding of a 79 bp DNA Probe to a Complementary PNA 16 mer on the Sensor Surface16 mer on the Sensor Surface

    60

    70

    1000 ng/ml probe

    40

    50

    U

    1000 ng/ml probe

    100 ng/ml probeApprox 60 RIU bound

    10

    20

    30RIU 10 ng/ml probe

    Reference (Avidinw ithout PNA)

    Approx 30 RIU bound

    -10

    0

    10

    0 2 4 610

    Time (min)Approx 2 RIU bound

  • Sequential Detection of 8 AnalytesSequential Detection of 8 Analytes

    200

    100

    150Ovalbumin 10 ng/ml

    SEB 5 ng/ml

    F. tularensis 5 x 103 CFU/ml

    Norwalk VLPs 5 x 109 particles/ml BG Spores

    0

    50RIU

    Y. pestis

    106 CFU/ml B. anthracis5 x 106 CFU/ml

    5 x 109 particles/ml

    Ricin A chain 20 ng/ml

    9 x 104CFU/ml

    -50

    0

    -1000 20 40 60 80 100 120 140 160 180

    Time (min)

  • Inexpensive Production of AntibodiesInexpensive Production of AntibodiesInexpensive Production of AntibodiesInexpensive Production of Antibodies

  • Advantages of Shark IgNARsAdvantages of Shark IgNARsAdvantages of Shark IgNARsAdvantages of Shark IgNARs

    Single poly peptide chain

    12-15kD

    Single poly peptide chain

    Stanfield et al Science 305-1770Stanfield et al. Science 305 1770

    Large scale production in E. coli – based bioreactors

  • Staby Expression SystemStaby Expression SystemStaby Expression SystemStaby Expression System

    Poison = CcdB

    Antidote = CcdA

    Target = DNA

    From Eurogentec Staby manual

  • Expression of IgNARExpression of IgNAR--cytb cytb fusionfusionfusionfusion

    IgNAR-cytb

    uced

    uced

    uced

    pSCodon-IgNAR-cytB

    BlaT7 pro

    lac op

    ccdA Not

    indu

    cIn

    duce

    d

    Not i

    nduc

    Indu

    ced

    Not i

    nduc

    Indu

    ced

    6465 bp

    pBR Rep

    lac I

    66

    45

    66

    45

    66

    45

    ileX glyT

    proLleuW

    argU

    45

    36

    29

    24

    20

    45

    36

    29

    24

    20

    45

    36

    29

    24

    2020

    14

    6

    20

    14

    6

    20

    14

    6

    The heme-binding domain of mouse cytochrome b5 has a red color allowing has a red color allowing visualization of expression.

  • Generation of Leaker StrainsGeneration of Leaker StrainsGeneration of Leaker StrainsGeneration of Leaker Strains

  • Phosphate binding protein productionPhosphate binding protein productionPhosphate binding protein productionPhosphate binding protein production

    Non-leaker LeakerNon-leaker LeakerPB

    P

    PBP

    Shoc

    k

    Shoc

    k

    bioreactor output(increasing time)

    bioreactor output(increasing time)

    Furlong and Sundstrom, J. Indus. Microbio. 30: 141-148

  • Protein purification systemProtein purification system

    Pump 1

    n 1

    n 2

    Fil 1

    Pump 2 Col

    umn

    Col

    umn

    r 1

    Filter 1

    Fermentor

    Sens

    or

    enso

    r 2

    Pump 3Fermentor S

    Pump 4

    Filter 2

    Product OutWastePump 4 Product OutWaste

  • ConclusionConclusionThe portable SPR sensing system can The portable SPR sensing system can provide near realprovide near real--time monitoring for time monitoring for many different applications in many different applications in environmental monitoring, the food environmental monitoring, the food industry, pharmaceutical industry, medical industry, pharmaceutical industry, medical diagnostics and general research needs. diagnostics and general research needs.

  • SPR Team & SponsorsSPR Team & Sponsors•• Medical Genetics/Genome SciencesMedical Genetics/Genome Sciences

    Dr. Clement FurlongDr. Clement FurlongScott Soelberg Scott Soelberg Dr. Gary GeissDr. Gary GeissDr Rick StevensDr Rick Stevens

    •• Electrical Engineering Group:Electrical Engineering Group:Dr. Sinclair YeeDr. Sinclair YeeTim ChinowskyTim ChinowskyPeter KauffmanPeter KauffmanJared TritzJared TritzMichael GrowMichael GrowDr. Rick Stevens Dr. Rick Stevens

    Steve NearSteve NearMatthew Probert Matthew Probert Joshua ProbertJoshua ProbertPeter KaufmannPeter Kaufmann

    Michael GrowMichael GrowTony MactutisTony Mactutis

    •• Texas Instruments: Texas Instruments: Jose MelendezJose MelendezJerry Elkind Jerry Elkind

    •• NOAA TeamNOAA TeamDr. Vera TrainerDr. Vera TrainerDr. Jack Weckel Dr. Jack Weckel BB--TL EberhartTL EberhartS SpencerS Spencer

    yyDwight Bartholomew Dwight Bartholomew John QuinnJohn Quinn

    •• Seattle Sensor SystemsSeattle Sensor SystemsNathaneal SwansonNathaneal SwansonDr. Paul BakerDr. Paul BakerS SpencerS Spencer Dr. Paul BakerDr. Paul Baker

    Financial Interests:Financial Interests:Sponsors:Sponsors: CEF SDS PK & PB holdSponsors:Sponsors: CEF, SDS, PK & PB hold

    DOD stock in Seattle Sensor SystemsTexas Instruments Center for Process Analytical Chemistry (CPAC), UW, SeattleCenter for Process Analytical Chemistry (CPAC), UW, SeattleWashington State Sea Grant NSF/NIEHS NW Center for Human Health and Ocean Studies