raman chemical imaging provides rapid, non-invasive and … · 2017. 5. 30. · • usually...
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ChemImage Copyright
Raman Chemical Imaging Provides Rapid, Non-Invasive and
Reagentless Biothreat DetectionSession VIII: Technology Forum Focus Groups
Group I: Chemical/Biological/Explosive Detection & Security
Steven Vanni ChemImage Corporation
7301 Penn AvenuePittsburgh, PA 15208
m: (412) 478-3504f: (412) 241-7311
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ChemImage Copyright
Raman Chemical Imaging Provides Rapid, Non-Invasive and
Reagentless Biothreat Detection
Steven VanniChemImage Corporation
Homeland Security19th Annual NDIA
Security Division Symposium and Exhibition18 June 2003Reston, VA
In cooperation with:
Dr. Ted HadfieldDr. Kathy KalasinskyDr. Vic KalasinskyArmed Forces Institute of Pathology
Dr. Steve ChristesenDr. Alan SamuelsJanet JensenUS Army, Edgewood Chemical & Biological Center
Dr. Jay EversoleNaval Research Laboratory
Dr. Patrick TreadoDr. Matthew P. NelsonDr. Charles W. GardnerJulianne WolfeDr. Robert SchweitzerJason NeissChemImage Corporation
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ChemImage CopyrightChemical Imaging - Molecular spectroscopy and digital imaging for chemical analysis of materials
Why Chemical Imaging?• Spectrum provides intrinsic contrast• No need for dyes, stains or reagents• No sample preparation• Fast, noncontact & nondestructive• Spectroscopy provides fingerprint for material
x
y
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21
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n-1XI 1,J1
XI2,J2
Chemical ImagingMassively Parallel Spectroscopy
1000 800 1200 1400 1600
Polystyrene Raman Spectrum
Wavenumber (cm-1)
Inte
nsity
Nylon Raman Spectrum
Conventional Imaging of Low Contrast Object
Components:• Polystyrene• Nylon
Raman image of Component A
Chemical Image Contrast based on Composition, Structure & Concentration
Raman image of Component B
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Polymer BlendMicroscope Image
HOW DOES CHEMICAL IMAGING WORK?
Raman SpectraChemical Image
Raman
Laser
Raman Spectra
450 1250 2050 2850
Wavenumber (cm-1)
Blend A
Blend B
30µm
• High performance plastics (ex. car bumpers) are blends of polymers
• Chemical imaging improves cost performance
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Chemical Imaging Techniques
10-3 10-2 1
Che
mic
al In
form
atio
n C
onte
nt
SEM/EDS
NIR
Luminescence
UV-Visible Absorbance
SEM
Mid-IRRaman
10-1 10110-410-510-610-710-8
Feature Size (m)
• Chemical Imaging integrates multiple, orthogonal detection strategies
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hνο
RayleighScattering (II)
hνο
Anti-Stokes
Scattering (I)
h(νο+∆νο)Stokes
Scattering (III)
h(νο-∆νο)
LASER
Raman Shift (cm -1)
Raman Spectra are Specific
500 1000 1500 2000 2500 3000 3500 500 1000 1500 2000 2500 3000 3500
E. coli from Agar plate
Yeast
BG (bacilus subtilis) spores
Cryptosporidium spores
Raman Spectroscopy• Inelastic scattering phenomenon• Laser based technique• Probes energy of molecular vibrations - provides a “fingerprint”
Advantages• H2O not an interference (compatible with aqueous systems)• Little to no sample preparation• Small amount of sample required• Operates in ‘reflectance’ mode• Diverse experimental conditions (fiber optics & microprobes)• Suitable for in situ monitoring (no vacuum required)• 50 – 4,000 cm-1 coverage in single instrument• Glass optics including fiber optics and fiberscopes• Usually nondestructive and noninvasive• Suitable for aqueous, gaseous and solid samples• Inorganic and organic material analysis• High spatial resolution (250 nm) imaging
Disadvantages:• Weak phenomena – 1 out of 106 photons a Raman photon• Moderate sensitivity (0.1-1 wt%)• Fluorescence interference (can be minimized)• Not quantitative unless internal standard is used
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ConventionalMicroscopy
Conventional TechnologyAcquisition Time: 2.8 Hours
Information Content: 1024 Pixels
ChemImage TechnologyAcquisition Time: 10 Seconds
Information Content: 256,000 Pixels
Chemical Imaging vs. Competitive Chemical Imaging Technology
Why is ChemImage’s Technology Unique?• Requires No Sample Pre-Treatment• Rapid Analysis Time: Typically 5 Minutes or Less• Valid Results: No Need for Additional Tests• Not Limited to a Specific Biothreat Agent• Has the Ability to Detect Multiple Agents• Readily Adaptable to New BiothreatAgents
1µm
BG BS
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MacroMicro Remote
• Large surface area analysis• Macro/Micro zoom optics• NIR, Raman, PL, Fluorescence, Color
• Real-time video imaging• Laser Raman spectroscopy• NIR, Fluorescence & Raman
Chemical Imaging
• Dispersive Raman platform• High definition imaging• 250nm spatial resolution• Entry level systems• Volumetric imaging capable• Raman, PL, Fluorescence, NIR, Color
U.S
. Patent N
o. 6,002,476
Patent P
ending
Patent P
ending
Software
ChemImage Instrumentation Platforms
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Counterfeit $10 Bill
• Latent fingerprint not previously detectable with existing technology
• Technique is non-destructive
Conventional Microscopy Raman Chemical Image
10 µm
Drug Particles
• Drug particle size not detectable with any other existing technology
Particle Size (Max. Chord, µm)
Fre
quen
cy
Particle Size Distribution (PSD)
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1 2 3 4 5 6 7 8 9
Mean Particle Size = 1.79±1.33
25 µm
Raman Image
Implant: 2.0 x 1015 As cm-2
Optical Image
• Raman imaging has unparalleled sensitivity for ion implantation
3D Raman Chemical Image (Normalized Data)
3D Raman Chemical Image (Deconvolved Data)
15 µm
• Volumetric Raman Chemical Imaging provides non-destructive whole object molecular imaging
Dark Background ExtractLight Background Extract
Forensics: fingerprint detection Pharmaceuticals: drug particle size
Polymers: 3D blend imagingSemiconductors: ion implant imaging
ChemImage Application Examples
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Biothreat Detection• Molecular analysis complicated and difficult for mixtures of really small things
• Bioagents are the hardest: small, complex organisms, in cluttered backgrounds
• Bioagents are usually invisible, odorless, taste-free; human senses can not recognize when exposure has occurred
How are We Addressing the Problem?• Molecular chemical imaging technology has demonstrated great promise in addressing this
problem
• Works even for single bacteria … and… orders of magnitude faster than conventional techniques
• Chemical molecular identification possible – now being validated with Government Labs (AFIP, ECBC, NRL)
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BacteriaAnthraxPlague
Rabbit FeverDiptheria
RickettsiaeTyphus
Spotted FeverQ-Fever
VirusesYellow FeverDengue Fever
Influenza
Chemical-Biological Warfare Threat Detection and Identification Methods
Biological Chemical
ToxinsBotulinum Toxins
MycotoxinsStaphylococcus
Saxitoxin
ChemicalsSarin
SomanMustard
0.0001µm(1nm)
0. 1µm(100 nm)
0.25 x 1 µm1 x 4 µm
• Chemical Imaging & Spectroscopy• MALDI-TOF Mass Spectrometry• Flow cytometry• Polymerase chain reaction• Whole-cell immunosensors
• Colorimetric• DNA-based• Particle tag-based• Gravimetric• Electrochemical
• Chemical Imaging & Spectroscopy• Mass spectrometry• 2D gel electrophoresis• Immunosensors
• DNA-based• Colorimetric (ELISA)• Nanoparticle tag
• Quantum dot• Upconverting phosphor
• Gravimetric• Electrochemical
• Chemical Imaging & Spectroscopy
• Ion mobility spectrometer• Mass spectrometry• SAW sensor with sorption
coating• FPW sensor with sorption
coating• FTIR
0.0001µm(1nm)
Matthias-Maser, S; “Primary Biological Aerosol Particles,” in Atmospheric Particles, ed. By R. M. Harrison and R. Van Grieken (Wiley, New York, 1998), p. 349.
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Bacillus cereus (BC)Bacillus thurigiensis (BT)Bacillus anthracis (BA)Dipicolinic AcidClostridium sporogenes (botulism sim.)
1000 1500 2000 2500 3000 1000 1500 2000 2500 3000 Raman Shift (cm-1)
Raman Spectra of Anthrax SporesUsing a ChemImage FALCON Raman Chemical Imaging Microscope Bacillus anthracis (BA)
1 µm
• Raman analysis rapidly provides molecular fingerprint (
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AFIP Samples – B. Anthracis in Sporulation BrothDispersive Raman Spectroscopy – 10 Different Regions of Interest
500 1000 1500 2000 2500 3000 500 1000 1500 2000 2500 3000
ROI 1ROI 2ROI 3ROI 4ROI 5ROI 6ROI 7ROI 8ROI 9ROI 10
Raman Shift (cm-1)
Inte
nsity
• Statistical Analysis (F-Test) indicates reproducibility to 95% confidence level• Collected with FALCON Raman Chemical Imaging Microscope• Data Acquisition Time: 60 sec/spectrum
Raman Spectra are reproducible
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ChemImage CopyrightRaman Spectra of RAAD Program BG SporesUsing a ChemImage FALCON Raman Chemical Imaging Microscope
Raman Shift (cm-1)
349 549 749 949 1149 1349 1549 1749 1949 2149 2349 2549 2749 2949 3149 3349
5µm
NRLMIT LL
Performed in Collaboration with• Dr. Jay Eversole , NRL• Dr. Steve Christesen, ECBC• Dr. Antonio Sanchez, MIT LL
• Interlaboratory results are reproducible• BG traceable to Dugway
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ChemImage CopyrightRapid Automated Detection of BG Spores
1 second Acquisition Time
352 652 952 1252 1552 1852 2152 2452 2752 3052 3352
Raman Shift (cm-1)
Arb
itrar
y In
tens
ity
Dispersive Spectra
Target SpectrumBG library Spectrum
Spectral Library Search Dialog Box
• True positive identified within 1 sec, using automated approach
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Single Spore Detection in 25 sec
Bacillus Anthracis Limit of DetectionUsing Raman Chemical Imaging
0 8 16 24 32 40
Ram
an In
tegr
ated
S/N
Spore Density (# of Spores/cm2 x 105)
Fused Raman/Optical Image
Single SporeS/N ~ 1.91
y = 2.771x - 2.0461
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5 µm
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Offs
et In
tens
ity
Raman Shift (cm-1)
500 1000 1500 2000 2500 3000
Aspergillus terreus(Fungal spore)
MS2 bacteriophage(Virus sim)
Diesel Soot
BG (Anthrax sim)
500 1000 1500 2000 2500 3000 500 1000 1500 2000 2500 3000
Egg White (Ricin sim )
Raman Image
2 µm
BGconidia of A. terreus
Raman Analysis of BG/Aspergillus terreus MixtureUsing a ChemImage FALCON Raman Chemical Imaging Microscope
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False Positive Rate
0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 10
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sitiv
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BA among Non-biological materials
BA among Non-Bacillus_anthracis
True Negatives
Preliminary Receiver Operator Characteristic (ROC) CurveBacillus anthracis Discrimination Assessment
• Using un-optimized discrimination approach, at 90% probability of detection, 5X improvement in false alarm rate demonstrated
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ChemImage CopyrightChemical Imaging Analysis of Mixtures
• Mixtures are not homogeneous on the microscopic scale• Spectra obtained from different sample locations are different• Chemical Imaging (i.e. spatially-resolved spectroscopy) rapidly provide a set of spectra
incorporating these variations• Data analysis tests set of mixture spectra against all of the compounds in its library and
determines the compounds in its library likely to be present• A ranking system selects and reports the compounds present
Spatially Resolved Spectra
Reflectance images with sampling grid1 2 3 4
1
2
3
4 20 µm
Raman Shift (cm -1)300 900 1500 2100 2700 3100
Specimen is white powder containing (Talc, Tylenol, BG spores)
Results of Automated Identification
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Mucin, BG, and OnionRaman Spectra
MucinOnionBG
500 1000 1500 2000 2500 3000 3500 500 1000 1500 2000 2500 3000 3500 Raman Shift (cm-1)
Raman Chemical Imaging of Anthrax on Food & Bodily FluidsUsing a ChemImage FALCON Raman Chemical Imaging Microscope
Optical Image
Raman Chemical Image
Optical Image
Raman Chemical Image
3 µm
Threats to FoodBG and Onion
Threats to HumansBG and Mucin
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Blind Study of BG/Mucin Samples
Sample 1*Sample 2Sample 3*Sample 4Sample 5*
Sample 6Sample 7*Sample 8Sample 9Sample 10*
500 1000 1500 2000 2500 3000
Raman Shift (cm -1)
Offs
et In
tens
ity
BG
Indi
cato
r
*Contains BG
1 + +
2 - -
3 + +
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5 + +
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Sam
ple
Act
ual
Pre
dict
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*Sensitivity (true positive rate): %Sensitivity = (TP/(TP+FN))*100, where TP = true positives and FN = false negatives.*Selectivity (true negative rate): %Selectivity = (TN/(FP+TN))*100, where TN = true negatives and FP = false positives.
Sensitivity* = 100%Selectivity* = 100%
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ChemImage Copyright
• ChemImage has successfully demonstrated its EAGLE Transportable Microscope System
• Anthrax (simulant) detected in seconds – comparable to FALCON
• EAGLE can automatically identify presence of biothreat by using Biothreat Database
• Features• Fluorescence, Colorimetric Chemical Imaging (targeting)• Dispersive Raman Chemical Imaging (identification)• Wireless and Remotely Controlled• Live Digital Video
EAGLE Transportable Microscope System
EAGLE – 4 SecsFALCON – 60 Secs
Fluorescence Chemical Imaging BG/Diesel Soot/Road Dust Mixture
Fluorescence Chemical Image Fluorescence Spectra
Wavelength (nm)
Inte
nsity
480 510 540 570 600 630 660 690 720
Bacillus globigi (BG)Diesel SootRoad Dust (non fluorescing)
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Conclusions• Chemical Imaging detection is non-invasive, non-contact and does not require significant sample
preparation or reagents
• ChemImage technology can allow users (physicians, law enforcement, soldiers, researchers) see and identify materials (cancer, biothreats, evidence) that you can’t detect now
• Chemical Imaging is inherently orthogonal, integrating multiple detection strategies into the same system
• Normal Raman spectroscopy is highly selective and sensitive (single spore detection demonstrated) when targeted
• Optical imaging and fluorescence imaging sensitive means for targeting
• Chemical Imaging provides excellent sampling statistics, which compensates for spore to spore variability and enables morphometric assessment
• Widefield illumination important for Chemical Imaging
• Near term deployment of Chemical Imaging technology conceivable, based on mature, commercially available Raman technology
• Technology scalable
– Field transportable technology demonstrated
– Fully portable technology feasible
– Basis for a hand held point Chemical Imaging sensor