SlideShare a Scribd company logo
1 of 18
University of Kentucky
Near-Infrared Spectroscopy:
Near To or Far From Our Expectations?
Steven R. Alford and Robert A. Lodder
Advanced Science and Technology Center
University of Kentucky
http://www.pharm.uky.edu/
Copyright 2002 University of Kentucky
University of Kentucky
Near-IR Spectrometry
Near-IR spectrometry uses the absorption,
emission, or scattering of light in the near-infrared
portion of the electromagnetic spectrum (700 -
3000 nm) by atoms or molecules to determine
sample composition or characteristics.
Editorial slides, VP Watch, February 27, 2002, Volume 2, Issue 8
University of Kentucky
Technology is available for spectrometric sensing at very long distances
Hyperspectral Imaging and Remote Sensing
University of Kentucky
Several techniques are being tested to identify vulnerable
plaques before they disrupt. Of these, near-IR and Raman
spectrometry seem most relevant to fiber-optic catheters.
In 1993 Cassis and Lodder described a near-IR imaging
system and parallel vector supercomputer used with a
fiber-optic probe to produce chemical maps of the intimal
surface of living arteries.
Editorial slides, VP Watch, February 27, 2002, Volume 2, Issue 8
Catheter-Based Photonic Technologies
for Detection of Vulnerable Plaque
University of Kentucky
Romer et al. have demonstrated detection of
atherosclerotic plaque using NIR Raman
spectroscopy. However, Raman spectroscopy,
while offering greater intrinsic spectral resolution,
is also more challenging in clinical applications.
Naghavi, Soller, and colleagues have used NIR
spectroscopy for measuring plaque activity and
inflammation parameters such as pH and lactate.
Editorial slides, VP Watch, February 27, 2002, Volume 2, Issue 8
University of Kentucky
Near-IR predictions of lipid pool, fibrous cap, and
macrophage infiltration have been made with good
sensitivity and specificity using fiber-optic probes.
P. Cherukuri, P. Riggs, I. Darrat, K. Dumstorf, and R. A. Lodder, Near-IR Spectrometry of Structural Components
of Susceptible Plaque In Vivo and In Vitro, CPS:analchem/0101001, (Jan) 2001, 1-13.
Detection of Lipid Pool, Thin Fibrous Cap, and Inflammatory Cells in Human Aortic Atherosclerotic Plaques by
Near-Infrared Spectroscopy; Pedro R. Moreno, Robert A. Lodder, K. Raman Purushothaman, William E. Charash,
William N. O’Connor, and James E. Muller ; Circulation 2002 105: 923 - 927; published online before print
February 4 2002, 10.1161/hc0802.104291.
University of Kentucky
Near-IR Spectrometry
Elastic photon scatter
Near-IR light penetrates water (and blood) well
Decent signal intensities from most organic compounds
Sample contact is not really required
Better S/N
Quantitative calibrations are linear
Conventional optics and fibers can be used
Lower intrinsic spectral resolution, more band overlap
Use collagen I to compare near-IR, IR and Raman spectra
University of Kentucky
Peaks are sharp at low energies, and broaden at high energies
University of Kentucky
Infrared (IR) Spectrometry
elastic photon scatter
Good intrinsic spectral resolution
Strong signal intensities from most organic compounds
Decent S/N
IR does not penetrate water (or blood) well
Special optics and fibers are required to handle light
Attenuated Total Reflectance requires good sample contact
Quantitative calibrations are not very linear
University of Kentucky
IR peaks of pure compounds are strong and rather well resolved
University of Kentucky
Good intrinsic spectral resolution
Raman spectrometry can be performed in regions where it
penetrates water well
Sample contact is not really required
NIR and Raman both give more linear calibrations than IR
Weak signal intensities from most organic compounds
Few photons undergo inelastic scatter, decreasing S/N
Technological advances in lasers, holographic notch filters,
and detectors make Raman spectroscopy possible.
In vitro Raman is a good tool for plaque chemistry
Raman Spectrometry
Inelastic photon scatter
University of Kentucky
Many sharp bands are seen in the Raman spectrum of a pure compound
University of Kentucky
Multivariate Calibration
Secondary analytical methods like Near-IR, IR, and Raman
spectrometry require calibration by primary methods.
HPLC, UV-visible spectrometry, capillary electrophoresis and
analytical ultracentrifugation are also calibrated by standards
(i.e., gravimetry or mass spectrometry serve as the primary
analytical methods)
Multivariate chemometric methods like PLS, PCA, BEST
are required to extract quantitative information from complex
samples like atherosclerotic plaques.
University of Kentucky
Spectra of pure collagen I and III standards were obtained in vitro through 1
mm of whole blood using a fiber optic probe. Identical integration times were
used. Multivariate principal component analysis was used to assess the ability of
near-IR, IR, and Raman spectrometry to differentiate between the collagen
samples.
University of Kentucky
Ten Replicate Spectra of Collagen I = O, Collagen III = +
NIR spectra separated well
Strong signals scattered back
Collagen I and III have
distinctive NIR spectra
IR spectra did not separate
Signals weaker than Near-IR
Signals scattered only from
blood
No light reached the collagens
Raman spectra separated
somewhat
signal level lowest
Nd:YAG light reached
sample, but noise was
high
University of Kentucky
NASA JPL
MULTIFUNCTIONAL ACTIVE-EXCITATION SPECTRAL ANALYZER (MAESA)
The NASA MAESA has a wavelength range from 0.5 to 2.5 micrometers. Selection rules make Near-
IR and Raman spectrometry complementary methods.
The MAESA includes a laser to illuminate a point or a line on a target. Other optics image the target
onto a rectangular focal plane array of InGaAs photodetectors. The light returning from the target is
long-wavelength-filtered to remove the laser wavelength component, then focused onto a convex
diffraction grating, which spectrally disperses the remaining Raman-scattered light along a row of the
array. Removing the grating enables Near-IR spectrometry with a tunable laser.
Hyperspectral Imaging can be Accomplished with
One Combined NIR and Raman Instrument
Diagram: NASA Photonics Tech Briefs Jan. 2002
University of Kentucky
New Technologies Remain to be Explored
Superconducting transition edge detectors
Quantum cascade lasers
B. Cabrera, R. M. Clarke, P. Colling, A. J. Miller, S. Nam, and R. W. Romani, Detection of
single infrared, optical, and ultraviolet photons using superconducting transition edge sensors,
APPLIED PHYSICS LETTERS 1998, 73(6), 735-737.
Claire Gmachl, Deborah L. Sivco, Raffaele Colombelli, Federico Capasso
& Alfred Y. Cho Ultra-broadband semiconductor laser, Nature 2002, 415, 883-887.
Typically, lasers emit light of one pure wavelength. Quantum cascade lasers generate a beam
containing wavelengths in a wide region of the electromagnetic spectrum. This new
broadband laser can be made to operate in the NIR/IR. The device contains hundreds of
extremely thin semiconductor layers, each one affecting the energies of electrons passing
through it. A high voltage forces an electric current to penetrate layer after layer in the stack.
The physical confinement of many of those stacked layers makes them act as quantum wells.
The TE optical detector is so sensitive that it can clock the arrival of a single photon of light
and still measure its energy. The detector works in the infrared, optical and ultraviolet portions
of the spectrum. An electrical current keeps the detector at its critical
transition temperature. The sensor is cooled slightly below the transition temperature and the
electrical current raises its temperature to the critical value. When the energy from an
individual photon reaches the superconductor, it heats up the electrons in the material. This
heating causes an increase in the resistance. The greater resistance causes a decrease in the
electrical heating that exactly equals the amount of energy that the photon deposited. This
keep the detector at the right temperature and also gives a precise measurement of the photon's
energy and arrival time.
University of Kentucky
Near To or Far From Our Expectations?
Insufficient man-hours and public and private research funding
have been directed into spectrometric technologies for detection of
vulnerable plaque.
Photonic technologies have tremendous untapped potential
that will continue to grow as new tools like MAESA, quantum
cascade lasers, and superconducting detectors become available.
Organizations like AEHA must continue to promote awareness
of the problem and the potential solutions so photonics can
fulfill our expectations.
http://www.pharm.uky.edu/

More Related Content

What's hot

Nuclear medicine 2
Nuclear medicine 2Nuclear medicine 2
Nuclear medicine 2Rad Tech
 
Uses of radiation to man
Uses of radiation to manUses of radiation to man
Uses of radiation to manCephas Agbagba
 
T rays technology in future scanners
T rays technology in future scannersT rays technology in future scanners
T rays technology in future scannersAmit Ranjan
 
Module 7 radiation detection, american fork fire rescue
Module 7 radiation detection, american fork fire rescueModule 7 radiation detection, american fork fire rescue
Module 7 radiation detection, american fork fire rescuejhendrickson1983
 
A new technique for infrared remote sensing of solar induced fluorescence and...
A new technique for infrared remote sensing of solar induced fluorescence and...A new technique for infrared remote sensing of solar induced fluorescence and...
A new technique for infrared remote sensing of solar induced fluorescence and...Alexander Decker
 
Electromagnetic Spectrum
Electromagnetic SpectrumElectromagnetic Spectrum
Electromagnetic SpectrumMubarek Kurt
 
pranaya ppt Nuclear medicine in surgery
pranaya ppt Nuclear medicine in surgerypranaya ppt Nuclear medicine in surgery
pranaya ppt Nuclear medicine in surgeryPRANAYA PANIGRAHI
 
Gamma rays in biomedical engineering
Gamma rays in biomedical engineeringGamma rays in biomedical engineering
Gamma rays in biomedical engineeringEslam Ehab
 
X & Gamma Rays | Best report
X & Gamma Rays | Best report X & Gamma Rays | Best report
X & Gamma Rays | Best report Mohanad Alani
 
Nuclear medicine in oral & dental medicine & surgery2
Nuclear medicine in oral & dental medicine & surgery2Nuclear medicine in oral & dental medicine & surgery2
Nuclear medicine in oral & dental medicine & surgery2Mohamed A. Galal
 
Nuclear imaging in dentistry
Nuclear imaging in dentistryNuclear imaging in dentistry
Nuclear imaging in dentistryDr Jinki Singha
 
Radioisotopes in biological system
Radioisotopes in biological systemRadioisotopes in biological system
Radioisotopes in biological systemzahra anwar
 
Flow cytometry by kk sahu
Flow cytometry by kk sahuFlow cytometry by kk sahu
Flow cytometry by kk sahuKAUSHAL SAHU
 

What's hot (19)

Nuclear Medicine - Rivin
Nuclear Medicine - RivinNuclear Medicine - Rivin
Nuclear Medicine - Rivin
 
sources of imges
sources of imgessources of imges
sources of imges
 
Nuclear medicine 2
Nuclear medicine 2Nuclear medicine 2
Nuclear medicine 2
 
Nuclear medicine scan.ppt
Nuclear medicine scan.pptNuclear medicine scan.ppt
Nuclear medicine scan.ppt
 
Uses of radiation to man
Uses of radiation to manUses of radiation to man
Uses of radiation to man
 
Laser ablation
Laser ablationLaser ablation
Laser ablation
 
T rays technology in future scanners
T rays technology in future scannersT rays technology in future scanners
T rays technology in future scanners
 
Module 7 radiation detection, american fork fire rescue
Module 7 radiation detection, american fork fire rescueModule 7 radiation detection, american fork fire rescue
Module 7 radiation detection, american fork fire rescue
 
A new technique for infrared remote sensing of solar induced fluorescence and...
A new technique for infrared remote sensing of solar induced fluorescence and...A new technique for infrared remote sensing of solar induced fluorescence and...
A new technique for infrared remote sensing of solar induced fluorescence and...
 
Electromagnetic Spectrum
Electromagnetic SpectrumElectromagnetic Spectrum
Electromagnetic Spectrum
 
pranaya ppt Nuclear medicine in surgery
pranaya ppt Nuclear medicine in surgerypranaya ppt Nuclear medicine in surgery
pranaya ppt Nuclear medicine in surgery
 
Gamma rays in biomedical engineering
Gamma rays in biomedical engineeringGamma rays in biomedical engineering
Gamma rays in biomedical engineering
 
X & Gamma Rays | Best report
X & Gamma Rays | Best report X & Gamma Rays | Best report
X & Gamma Rays | Best report
 
Nuclear medicine in oral & dental medicine & surgery2
Nuclear medicine in oral & dental medicine & surgery2Nuclear medicine in oral & dental medicine & surgery2
Nuclear medicine in oral & dental medicine & surgery2
 
Nuclear imaging in dentistry
Nuclear imaging in dentistryNuclear imaging in dentistry
Nuclear imaging in dentistry
 
Radioisotopes in biological system
Radioisotopes in biological systemRadioisotopes in biological system
Radioisotopes in biological system
 
Radionuclide imaging
Radionuclide imagingRadionuclide imaging
Radionuclide imaging
 
Flow cytometry by kk sahu
Flow cytometry by kk sahuFlow cytometry by kk sahu
Flow cytometry by kk sahu
 
LASER Communication
LASER CommunicationLASER Communication
LASER Communication
 

Viewers also liked

Viewers also liked (18)

Navab hdl
Navab hdlNavab hdl
Navab hdl
 
043 thermo elastography
043 thermo elastography043 thermo elastography
043 thermo elastography
 
Moreno.nir vp.org acc02
Moreno.nir vp.org acc02Moreno.nir vp.org acc02
Moreno.nir vp.org acc02
 
075 immune modulation
075 immune modulation075 immune modulation
075 immune modulation
 
055 mri applications in cardiovascular medicine
055 mri applications in cardiovascular medicine055 mri applications in cardiovascular medicine
055 mri applications in cardiovascular medicine
 
100 non enhancement mri of rabbit
100 non enhancement mri of rabbit100 non enhancement mri of rabbit
100 non enhancement mri of rabbit
 
New insights into vulnerable plaque
New insights into vulnerable plaqueNew insights into vulnerable plaque
New insights into vulnerable plaque
 
Mr images of human carotid arteries
Mr images of human carotid arteriesMr images of human carotid arteries
Mr images of human carotid arteries
 
095 thermography idenitfying vulnerable plaques
095 thermography idenitfying vulnerable plaques095 thermography idenitfying vulnerable plaques
095 thermography idenitfying vulnerable plaques
 
My talk at tct04
My talk at tct04My talk at tct04
My talk at tct04
 
090 carotid atherosclerotic lesion model
090 carotid atherosclerotic lesion model090 carotid atherosclerotic lesion model
090 carotid atherosclerotic lesion model
 
056 extra mri images
056 extra mri images056 extra mri images
056 extra mri images
 
086 unstable angina, lad stenosis
086 unstable angina, lad stenosis086 unstable angina, lad stenosis
086 unstable angina, lad stenosis
 
Noninvasive mr imaging of plaque inflammation
Noninvasive mr imaging of plaque inflammationNoninvasive mr imaging of plaque inflammation
Noninvasive mr imaging of plaque inflammation
 
Nir near to far from our expectations
Nir near to far from our expectationsNir near to far from our expectations
Nir near to far from our expectations
 
051 plaque inflam detection in atherosclerotic rabbits
051 plaque inflam detection in atherosclerotic rabbits051 plaque inflam detection in atherosclerotic rabbits
051 plaque inflam detection in atherosclerotic rabbits
 
Nmr intro1
Nmr intro1Nmr intro1
Nmr intro1
 
080 intravascular micro bolometer catheter
080 intravascular micro bolometer catheter080 intravascular micro bolometer catheter
080 intravascular micro bolometer catheter
 

Similar to Nir near to far slides lodder

2019-06-07 Characterization and research of semiconductors with an FTIR spect...
2019-06-07 Characterization and research of semiconductors with an FTIR spect...2019-06-07 Characterization and research of semiconductors with an FTIR spect...
2019-06-07 Characterization and research of semiconductors with an FTIR spect...LeonidBovkun
 
skoog_-_principles_of_instrumental_analysis__2nd_ed__1980.pdf
skoog_-_principles_of_instrumental_analysis__2nd_ed__1980.pdfskoog_-_principles_of_instrumental_analysis__2nd_ed__1980.pdf
skoog_-_principles_of_instrumental_analysis__2nd_ed__1980.pdfDeepika Kunwar
 
Presentation on x ray diffraction
Presentation on x ray diffractionPresentation on x ray diffraction
Presentation on x ray diffractionShaheenPraveen1
 
Introduction To Spectroscopy
Introduction To SpectroscopyIntroduction To Spectroscopy
Introduction To Spectroscopyguest824336
 
Raman Spectroscopy and Its Applications
Raman Spectroscopy and Its ApplicationsRaman Spectroscopy and Its Applications
Raman Spectroscopy and Its ApplicationsTong Zhang
 
Raman spectroscopy (raman spectroscop\y)
Raman spectroscopy (raman spectroscop\y)Raman spectroscopy (raman spectroscop\y)
Raman spectroscopy (raman spectroscop\y)AbdulAhad358
 
Quang phổ cầm tay
Quang phổ cầm tayQuang phổ cầm tay
Quang phổ cầm tayLê Hòa
 
upload RADIATION DETECTION AND MEASUREMENT.pptx
upload RADIATION DETECTION AND MEASUREMENT.pptxupload RADIATION DETECTION AND MEASUREMENT.pptx
upload RADIATION DETECTION AND MEASUREMENT.pptxPreethi Natarajan
 
MRI EQUIPMENTS.pptx
MRI EQUIPMENTS.pptxMRI EQUIPMENTS.pptx
MRI EQUIPMENTS.pptxRohit Bansal
 
RADIATION DETECTION AND MEASUREMENT ppt 2.pptx
RADIATION DETECTION AND MEASUREMENT ppt 2.pptxRADIATION DETECTION AND MEASUREMENT ppt 2.pptx
RADIATION DETECTION AND MEASUREMENT ppt 2.pptxSrinath Chowdary
 
INFRARED SPECTROSCOPY to find the functional group
INFRARED SPECTROSCOPY to find the functional groupINFRARED SPECTROSCOPY to find the functional group
INFRARED SPECTROSCOPY to find the functional groupssusera34ec2
 
IR remote sensing technology
IR remote sensing technologyIR remote sensing technology
IR remote sensing technologyHarshithaAllu
 

Similar to Nir near to far slides lodder (20)

2019-06-07 Characterization and research of semiconductors with an FTIR spect...
2019-06-07 Characterization and research of semiconductors with an FTIR spect...2019-06-07 Characterization and research of semiconductors with an FTIR spect...
2019-06-07 Characterization and research of semiconductors with an FTIR spect...
 
skoog_-_principles_of_instrumental_analysis__2nd_ed__1980.pdf
skoog_-_principles_of_instrumental_analysis__2nd_ed__1980.pdfskoog_-_principles_of_instrumental_analysis__2nd_ed__1980.pdf
skoog_-_principles_of_instrumental_analysis__2nd_ed__1980.pdf
 
Presentation on x ray diffraction
Presentation on x ray diffractionPresentation on x ray diffraction
Presentation on x ray diffraction
 
xrd rrn 03.pptx
xrd rrn 03.pptxxrd rrn 03.pptx
xrd rrn 03.pptx
 
Introduction To Spectroscopy
Introduction To SpectroscopyIntroduction To Spectroscopy
Introduction To Spectroscopy
 
Raman spectroscopy.pdf
Raman spectroscopy.pdfRaman spectroscopy.pdf
Raman spectroscopy.pdf
 
XRD And XRF2.pptx
XRD And XRF2.pptxXRD And XRF2.pptx
XRD And XRF2.pptx
 
NANOFORENSICS: AN EMERGING FIELD IN CRIMINAL INVESTIGATION AND FORENSIC SCIENCE
NANOFORENSICS: AN EMERGING FIELD IN CRIMINAL INVESTIGATION AND FORENSIC SCIENCENANOFORENSICS: AN EMERGING FIELD IN CRIMINAL INVESTIGATION AND FORENSIC SCIENCE
NANOFORENSICS: AN EMERGING FIELD IN CRIMINAL INVESTIGATION AND FORENSIC SCIENCE
 
Raman Spectroscopy and Its Applications
Raman Spectroscopy and Its ApplicationsRaman Spectroscopy and Its Applications
Raman Spectroscopy and Its Applications
 
Raman spectroscopy (raman spectroscop\y)
Raman spectroscopy (raman spectroscop\y)Raman spectroscopy (raman spectroscop\y)
Raman spectroscopy (raman spectroscop\y)
 
synopsis
synopsissynopsis
synopsis
 
Raman Spectroscopy.pdf
Raman Spectroscopy.pdfRaman Spectroscopy.pdf
Raman Spectroscopy.pdf
 
Quang phổ cầm tay
Quang phổ cầm tayQuang phổ cầm tay
Quang phổ cầm tay
 
Xrf
XrfXrf
Xrf
 
upload RADIATION DETECTION AND MEASUREMENT.pptx
upload RADIATION DETECTION AND MEASUREMENT.pptxupload RADIATION DETECTION AND MEASUREMENT.pptx
upload RADIATION DETECTION AND MEASUREMENT.pptx
 
Applied Biochemistry
Applied BiochemistryApplied Biochemistry
Applied Biochemistry
 
MRI EQUIPMENTS.pptx
MRI EQUIPMENTS.pptxMRI EQUIPMENTS.pptx
MRI EQUIPMENTS.pptx
 
RADIATION DETECTION AND MEASUREMENT ppt 2.pptx
RADIATION DETECTION AND MEASUREMENT ppt 2.pptxRADIATION DETECTION AND MEASUREMENT ppt 2.pptx
RADIATION DETECTION AND MEASUREMENT ppt 2.pptx
 
INFRARED SPECTROSCOPY to find the functional group
INFRARED SPECTROSCOPY to find the functional groupINFRARED SPECTROSCOPY to find the functional group
INFRARED SPECTROSCOPY to find the functional group
 
IR remote sensing technology
IR remote sensing technologyIR remote sensing technology
IR remote sensing technology
 

More from Society for Heart Attack Prevention and Eradication

More from Society for Heart Attack Prevention and Eradication (20)

AHA SHAPE Symposium 2017 Dr. Naghavi Presentation
AHA SHAPE Symposium 2017 Dr. Naghavi PresentationAHA SHAPE Symposium 2017 Dr. Naghavi Presentation
AHA SHAPE Symposium 2017 Dr. Naghavi Presentation
 
AHA SHAPE Symposium 2017 Dr. Kloner Presentation
AHA SHAPE Symposium 2017 Dr. Kloner PresentationAHA SHAPE Symposium 2017 Dr. Kloner Presentation
AHA SHAPE Symposium 2017 Dr. Kloner Presentation
 
AHA SHAPE Symposium 2017 Dr. Greenland Presentation
AHA SHAPE Symposium 2017 Dr. Greenland PresentationAHA SHAPE Symposium 2017 Dr. Greenland Presentation
AHA SHAPE Symposium 2017 Dr. Greenland Presentation
 
AHA SHAPE Symposium 2017 Dr. Yen Presentation
AHA SHAPE Symposium 2017 Dr. Yen PresentationAHA SHAPE Symposium 2017 Dr. Yen Presentation
AHA SHAPE Symposium 2017 Dr. Yen Presentation
 
AHA SHAPE Symposium 2017 Dr. Slomka Presentation
AHA SHAPE Symposium 2017 Dr. Slomka PresentationAHA SHAPE Symposium 2017 Dr. Slomka Presentation
AHA SHAPE Symposium 2017 Dr. Slomka Presentation
 
Vu lplaque1 pasterkamp
Vu lplaque1 pasterkampVu lplaque1 pasterkamp
Vu lplaque1 pasterkamp
 
Vulnerable plaque vulnerable patient
Vulnerable plaque vulnerable patientVulnerable plaque vulnerable patient
Vulnerable plaque vulnerable patient
 
Vulnerable plaque overview
Vulnerable plaque overviewVulnerable plaque overview
Vulnerable plaque overview
 
Vulnerable patient talk in poland
Vulnerable patient talk in polandVulnerable patient talk in poland
Vulnerable patient talk in poland
 
Vulnerable patient slides without movies
Vulnerable patient slides without moviesVulnerable patient slides without movies
Vulnerable patient slides without movies
 
Vulnerable patient mar 04
Vulnerable patient mar 04Vulnerable patient mar 04
Vulnerable patient mar 04
 
Vulnerable (thrombogenic blood
Vulnerable (thrombogenic bloodVulnerable (thrombogenic blood
Vulnerable (thrombogenic blood
 
Vuln shape aha 2005
Vuln shape aha 2005Vuln shape aha 2005
Vuln shape aha 2005
 
Vuln plaque poster burke
Vuln plaque poster burkeVuln plaque poster burke
Vuln plaque poster burke
 
Vp watch editorial_slide 25short-
Vp watch editorial_slide 25short-Vp watch editorial_slide 25short-
Vp watch editorial_slide 25short-
 
Vp watch editorial_slide25
Vp watch editorial_slide25Vp watch editorial_slide25
Vp watch editorial_slide25
 
Vp watch editorial_slide25short-
Vp watch editorial_slide25short-Vp watch editorial_slide25short-
Vp watch editorial_slide25short-
 
Vp watch2002
Vp watch2002Vp watch2002
Vp watch2002
 
Vp symposium31602
Vp symposium31602Vp symposium31602
Vp symposium31602
 
Vpschoenhagen
VpschoenhagenVpschoenhagen
Vpschoenhagen
 

Recently uploaded

All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...Arohi Goyal
 
O898O367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
O898O367676 Call Girls In Ahmedabad Escort Service Available 24×7 In AhmedabadO898O367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
O898O367676 Call Girls In Ahmedabad Escort Service Available 24×7 In AhmedabadGENUINE ESCORT AGENCY
 
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...parulsinha
 
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...Sheetaleventcompany
 
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Dipal Arora
 
Call Girls Agra Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Agra Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Agra Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Agra Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Siliguri Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Siliguri Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...narwatsonia7
 
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeCall Girls Delhi
 
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...chandars293
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋TANUJA PANDEY
 
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...narwatsonia7
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...aartirawatdelhi
 
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Dipal Arora
 
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...perfect solution
 
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Guntur Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Guntur  Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Guntur  Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Guntur Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Tirupati Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Tirupati Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableDipal Arora
 

Recently uploaded (20)

All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
 
O898O367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
O898O367676 Call Girls In Ahmedabad Escort Service Available 24×7 In AhmedabadO898O367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
O898O367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
 
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
 
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
 
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
 
Call Girls Agra Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Agra Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Agra Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Agra Just Call 8250077686 Top Class Call Girl Service Available
 
Call Girls Siliguri Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Siliguri Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 8250077686 Top Class Call Girl Service Available
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...
 
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
 
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 9332606886 𖠋 Will You Mis...
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
 
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
 
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
 
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
 
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
 
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Guntur Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Guntur  Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Guntur  Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Guntur Just Call 8250077686 Top Class Call Girl Service Available
 
Call Girls Tirupati Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Tirupati Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 8250077686 Top Class Call Girl Service Available
 
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
 

Nir near to far slides lodder

  • 1. University of Kentucky Near-Infrared Spectroscopy: Near To or Far From Our Expectations? Steven R. Alford and Robert A. Lodder Advanced Science and Technology Center University of Kentucky http://www.pharm.uky.edu/ Copyright 2002 University of Kentucky
  • 2. University of Kentucky Near-IR Spectrometry Near-IR spectrometry uses the absorption, emission, or scattering of light in the near-infrared portion of the electromagnetic spectrum (700 - 3000 nm) by atoms or molecules to determine sample composition or characteristics. Editorial slides, VP Watch, February 27, 2002, Volume 2, Issue 8
  • 3. University of Kentucky Technology is available for spectrometric sensing at very long distances Hyperspectral Imaging and Remote Sensing
  • 4. University of Kentucky Several techniques are being tested to identify vulnerable plaques before they disrupt. Of these, near-IR and Raman spectrometry seem most relevant to fiber-optic catheters. In 1993 Cassis and Lodder described a near-IR imaging system and parallel vector supercomputer used with a fiber-optic probe to produce chemical maps of the intimal surface of living arteries. Editorial slides, VP Watch, February 27, 2002, Volume 2, Issue 8 Catheter-Based Photonic Technologies for Detection of Vulnerable Plaque
  • 5. University of Kentucky Romer et al. have demonstrated detection of atherosclerotic plaque using NIR Raman spectroscopy. However, Raman spectroscopy, while offering greater intrinsic spectral resolution, is also more challenging in clinical applications. Naghavi, Soller, and colleagues have used NIR spectroscopy for measuring plaque activity and inflammation parameters such as pH and lactate. Editorial slides, VP Watch, February 27, 2002, Volume 2, Issue 8
  • 6. University of Kentucky Near-IR predictions of lipid pool, fibrous cap, and macrophage infiltration have been made with good sensitivity and specificity using fiber-optic probes. P. Cherukuri, P. Riggs, I. Darrat, K. Dumstorf, and R. A. Lodder, Near-IR Spectrometry of Structural Components of Susceptible Plaque In Vivo and In Vitro, CPS:analchem/0101001, (Jan) 2001, 1-13. Detection of Lipid Pool, Thin Fibrous Cap, and Inflammatory Cells in Human Aortic Atherosclerotic Plaques by Near-Infrared Spectroscopy; Pedro R. Moreno, Robert A. Lodder, K. Raman Purushothaman, William E. Charash, William N. O’Connor, and James E. Muller ; Circulation 2002 105: 923 - 927; published online before print February 4 2002, 10.1161/hc0802.104291.
  • 7. University of Kentucky Near-IR Spectrometry Elastic photon scatter Near-IR light penetrates water (and blood) well Decent signal intensities from most organic compounds Sample contact is not really required Better S/N Quantitative calibrations are linear Conventional optics and fibers can be used Lower intrinsic spectral resolution, more band overlap Use collagen I to compare near-IR, IR and Raman spectra
  • 8. University of Kentucky Peaks are sharp at low energies, and broaden at high energies
  • 9. University of Kentucky Infrared (IR) Spectrometry elastic photon scatter Good intrinsic spectral resolution Strong signal intensities from most organic compounds Decent S/N IR does not penetrate water (or blood) well Special optics and fibers are required to handle light Attenuated Total Reflectance requires good sample contact Quantitative calibrations are not very linear
  • 10. University of Kentucky IR peaks of pure compounds are strong and rather well resolved
  • 11. University of Kentucky Good intrinsic spectral resolution Raman spectrometry can be performed in regions where it penetrates water well Sample contact is not really required NIR and Raman both give more linear calibrations than IR Weak signal intensities from most organic compounds Few photons undergo inelastic scatter, decreasing S/N Technological advances in lasers, holographic notch filters, and detectors make Raman spectroscopy possible. In vitro Raman is a good tool for plaque chemistry Raman Spectrometry Inelastic photon scatter
  • 12. University of Kentucky Many sharp bands are seen in the Raman spectrum of a pure compound
  • 13. University of Kentucky Multivariate Calibration Secondary analytical methods like Near-IR, IR, and Raman spectrometry require calibration by primary methods. HPLC, UV-visible spectrometry, capillary electrophoresis and analytical ultracentrifugation are also calibrated by standards (i.e., gravimetry or mass spectrometry serve as the primary analytical methods) Multivariate chemometric methods like PLS, PCA, BEST are required to extract quantitative information from complex samples like atherosclerotic plaques.
  • 14. University of Kentucky Spectra of pure collagen I and III standards were obtained in vitro through 1 mm of whole blood using a fiber optic probe. Identical integration times were used. Multivariate principal component analysis was used to assess the ability of near-IR, IR, and Raman spectrometry to differentiate between the collagen samples.
  • 15. University of Kentucky Ten Replicate Spectra of Collagen I = O, Collagen III = + NIR spectra separated well Strong signals scattered back Collagen I and III have distinctive NIR spectra IR spectra did not separate Signals weaker than Near-IR Signals scattered only from blood No light reached the collagens Raman spectra separated somewhat signal level lowest Nd:YAG light reached sample, but noise was high
  • 16. University of Kentucky NASA JPL MULTIFUNCTIONAL ACTIVE-EXCITATION SPECTRAL ANALYZER (MAESA) The NASA MAESA has a wavelength range from 0.5 to 2.5 micrometers. Selection rules make Near- IR and Raman spectrometry complementary methods. The MAESA includes a laser to illuminate a point or a line on a target. Other optics image the target onto a rectangular focal plane array of InGaAs photodetectors. The light returning from the target is long-wavelength-filtered to remove the laser wavelength component, then focused onto a convex diffraction grating, which spectrally disperses the remaining Raman-scattered light along a row of the array. Removing the grating enables Near-IR spectrometry with a tunable laser. Hyperspectral Imaging can be Accomplished with One Combined NIR and Raman Instrument Diagram: NASA Photonics Tech Briefs Jan. 2002
  • 17. University of Kentucky New Technologies Remain to be Explored Superconducting transition edge detectors Quantum cascade lasers B. Cabrera, R. M. Clarke, P. Colling, A. J. Miller, S. Nam, and R. W. Romani, Detection of single infrared, optical, and ultraviolet photons using superconducting transition edge sensors, APPLIED PHYSICS LETTERS 1998, 73(6), 735-737. Claire Gmachl, Deborah L. Sivco, Raffaele Colombelli, Federico Capasso & Alfred Y. Cho Ultra-broadband semiconductor laser, Nature 2002, 415, 883-887. Typically, lasers emit light of one pure wavelength. Quantum cascade lasers generate a beam containing wavelengths in a wide region of the electromagnetic spectrum. This new broadband laser can be made to operate in the NIR/IR. The device contains hundreds of extremely thin semiconductor layers, each one affecting the energies of electrons passing through it. A high voltage forces an electric current to penetrate layer after layer in the stack. The physical confinement of many of those stacked layers makes them act as quantum wells. The TE optical detector is so sensitive that it can clock the arrival of a single photon of light and still measure its energy. The detector works in the infrared, optical and ultraviolet portions of the spectrum. An electrical current keeps the detector at its critical transition temperature. The sensor is cooled slightly below the transition temperature and the electrical current raises its temperature to the critical value. When the energy from an individual photon reaches the superconductor, it heats up the electrons in the material. This heating causes an increase in the resistance. The greater resistance causes a decrease in the electrical heating that exactly equals the amount of energy that the photon deposited. This keep the detector at the right temperature and also gives a precise measurement of the photon's energy and arrival time.
  • 18. University of Kentucky Near To or Far From Our Expectations? Insufficient man-hours and public and private research funding have been directed into spectrometric technologies for detection of vulnerable plaque. Photonic technologies have tremendous untapped potential that will continue to grow as new tools like MAESA, quantum cascade lasers, and superconducting detectors become available. Organizations like AEHA must continue to promote awareness of the problem and the potential solutions so photonics can fulfill our expectations. http://www.pharm.uky.edu/