clinical and advanced neuroimaging : a primer for providers
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Clinical and Advanced Neuroimaging : A Primer for Providers. Julie C. Chapman, PsyD Director of Neuroscience War Related Illness & Injury Study Center Veterans Affairs Medical Center Washington, DC Assistant Professor of Neurology Georgetown University School of Medicine. - PowerPoint PPT PresentationTRANSCRIPT
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Julie C. Chapman, PsyDDirector of Neuroscience
War Related Illness & Injury Study Center
Veterans Affairs Medical Center
Washington, DC
Assistant Professor of Neurology
Georgetown University School of Medicine
Clinical and Advanced Neuroimaging:A Primer for Providers
Patrick Sullivan, MANeuroimaging Lead, Chapman
LaboratoryWar Related Illness and Injury
Study Center Veterans Affairs Medical Center
Washington, DC
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Disclaimer
The views expressed in this presentation are those of the author and DO NOT reflect the official
policy of the
Department of Veterans Affairsor
the United States Government
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What is Neuroimaging?Since we cannot generally take
photographs of the brain in vivo, imaging technologies allow us to view the brain indirectly.
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Neuroimaging in Clinical Practice Which professions
utilize clinical neuroimaging? Radiology Neurology Psychiatry Physiatry Neuropsychology Neurosurgery
What is clinical neuroimaging used to assess? Tumor Stroke Brain Injury Neurodegenerative
disease
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Neuroimaging Methods:Conventional vs.
Advanced
Brain scans used in clinical practice. X-ray (Skull films) Computed Tomography (CT): often used
to image acute conditions Magnetic Resonance Imaging (MRI) Nuclear Medicine
Positron Emission Tomography (PET): Used often by Oncology and Cardiology for clinical purposes
Conventional
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Neuroimaging Methods:Conventional vs.
Advanced
Experimental brain scans used in research(Sometimes used clinically by Neurosurgeons) Advanced Magnetic Resonance Imaging
(MRI) include: Diffusion Tensor Imaging (DTI) functional Magnetic Resonance Imaging
(fMRI) Nuclear Medicine (Research & Clinical):
Positron Emission Tomography (PET) (brain) Single-Photon Emission Computed
Tomography (SPECT)
Advanced
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Structural vs. Functional Neuroimaging Methods
Examine brain anatomy (brain structures) X-ray Computed
Tomography (CT) Magnetic Resonance
Imaging (MRI): Clinical scans DTI
Examine brain function (brain in action) Functional Magnetic
Resonance Imaging (fMRI)
Positron Emission Tomography (PET)
Single-Photon Emission Computed Tomography (SPECT)
Structural Methods
Functional Methods
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Ionizing Radiation Radiation with enough energy
to remove an electron from an atom or molecule
Exposure to ionizing radiation causes damage to tissues, can result in mutation, can contribute to cancer.
Lifetime exposure limits X-ray/Computed Tomography: Ionizing
Radiation PET/SPECT: Ionizing Radiation MRI: NON-ionizing Radiation
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Structural Imaging Methods
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X-Rays
Ionizing Radiation Measures density of tissue Used to take one-view pictures Limitations
Resolution (spatial): ability to distinguish changes in image across different spatial locations.
Contrast: intensity differences
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Computed Tomography (CT) Ionizing Radiation CT uses an x-ray that moves around
body/brain to create a 3-dimensional map.
Uses a computer to integrate information Can distinguish between gray/white
matter and CSF Limitations
Resolution (spatial): ability to distinguish changes in image across different spatial locations.
Contrast: intensity differences
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Magnetic Resonance Imaging: MRI MRI Benefits over X-ray & CT
scans
Non-ionizing radiation Better resolution
Better contrast
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MRI: How is the picture made? How do we get from magnet to image?
Image from Chapman Lab WRIISC-DC
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Magnetic Resonance Imaging Components
Diagram from Magnet LabFlorida State University
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Magnetic Resonance ImagingThe Basics
Magnetic: The scanner has a powerful magnet that is
always on This magnet produces a constant and very
large electromagnetic current: Static Magnetic Field
Outside the scanner, atomic nuclei in the brain (or body) spin randomly
Once inside the scanner, these nuclei align their spins in the direction of the static magnetic field
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MRI Pulse Sequences A pulse sequence is a group of computerized
instructions that command the scanner hardware to emit a brief series of radiofrequency waves (and activate the gradient coils)
The pulse sequence is geared to the resonant frequency of atomic nuclei in the brain (or body).
Images from Chapman Lab WRIISC-DC
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Magnetic Resonance ImagingThe Basics
Resonance: Radiofrequency coils turn on only during image acquisition Radiofrequency coils transmit the pulse sequence
(brief series of radiofrequency [RF] waves). These waves PERTURB the alignment of nuclei with the static magnetic field.
The pulse sequences are geared to the resonant frequencies of the nuclei. Different tissue types respond uniquely to these disruptions allowing us to differentiate between tissues.
**Eventually the nuclei return to their alignment with the static magnet field and as they do, they give off the MR signal which is received by the RF coils.**
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Magnetic Resonance ImagingThe Basics
Imaging: Gradient Coils turn on only during image acquisition Gradient coils control the MR signal making it
vary in different spatial locations In addition to specifying the RF waves, the pulse
sequence also instructs which gradient coils will activate at what time and for how long, making the MR signal vary over different locations
This difference in MR signal over spatial locations is key to constructing the image
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Hardware: Radiofrequency Coils & Gradient Coils
Diagram from Magnet LabFlorida State University
Radiofrequency Coils both transmit the pulse sequence and receive the resulting MR signal. For this reason, they are also called “Transceiver Coils”.
Gradient Coils(X, Y, & Z)cause the MRIsignal to vary across spatial locations, assisting with image production.
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Gradient Coil Orientations X Coil: Varies signal left
to right: Sagittal Plane Y Coil: Varies signal top
to bottom: Coronal Plane
Z Coil: Varies signal head to toe, names interchangeable: Transverse Plane OR Axial Plane OR Horizontal Plane
Diagram from Wellesley College
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Planes of OrientationIn Neuroimaging
• Axial, Transverse or Horizontal
• Sagittal • Coronal
Images from Chapman Lab WRIISC-DC
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Contrasts Contrasts: the intensity difference in
tissues measured by an imaging system Pulse sequences highlight these different
contrasts Selected Types of Contrasts:
Static Contrasts: sensitive to properties of atomic nuclei T1-weighted, T2-weighted, proton density
Motion Contrasts: sensitive to movement of atomic nuclei Diffusion Weighted Imaging, Perfusion Imaging
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Processing Quantitative MRI The pulse sequence gives us a basic
picture To get good quantitative data, the
images have to be cleaned up and normalized (via template)
Images from Chapman Lab WRIISC-DC
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Analyzing Quantitative MRI Once processed,
structures within images can be analyzed (i.e., for size or intensity)
The smallest square-shaped element in a 2-D picture is a “pixel”. In a 3-D image, it is called a voxel
Voxels are usually grouped together into one or more regions-of-interest (ROI) for analysis
Image from Chapman Lab WRIISC-DC
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Volumetric Analysis
A method to estimate the volume of specific brain structures or regions.
Picture from Athinoula A. Martinos Center for Biomedical Imaging
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Volumetric Analysis
The volume of specific brain structures or regions can be compared between patients or groups
Gross structure can be assessed by analysis of structural MRI
Athinoula A. Martinos Center for Biomedical ImagingImages from Chapman Lab WRIISC-DC
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Volumetric Analysis
Manually drawn High anatomic
validity (gold standard)
Extensive use of algorithms/atlas templates
Reduction of anatomic validity
Manual Methods Automated Methods
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Volumetric Analysis
Time-intensive Inter-rater
reliability concerns
Allows high throughput & efficient workflow
Eliminates multiple rater effects
Manual Methods Automated Methods
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Automated Volumetric Analysis
Uses an algorithm to: Strip away skull and
facial tissue in the image
Find border between the gray matter and subcortical white matter
Find border between the gray matter and the pia.
Image from Chapman Lab WRIISC-DC
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Automated Volumetric Analysis
Registers image to atlas template
automatically parcels brain into regions based on: Atlas template Anatomic
properties of the subject brain.
Images from Chapman LabWRIISC-DC
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Use of Volumetric Analysis
Automated programs accept standard clinical MRI images and produce objective results independent of rater effects.
The automatically parceled brain regions are each measured for total volume.
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Use of Volumetric Analysis
These amounts can be averaged into groups and group differences can be computed.
Volumetric differences are seen in many disease conditions such as TBI, Alzheimer’s, epilepsy, and depression
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Diffusion Tensor Imaging (DTI)
DTI measures the movement of water molecules in axonal bundles, also called tracts, fiber tracts or fasciculi.
DTI analysis yields quantitative metrics
Allows white matter tracts to be visualized and characteristics estimated in vivo
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What is a Tensor? MRI divides the brain into thousands of
voxels. At each voxel, DTI creates a “ellipsoid” as a
measurement area. The activity within the ellipsoid
can describe the directionand magnitude of water diffusion
A Tensor is a mathematical method of characterizing activity within multi-dimensional geometric objects (like the ellipsoid).
Image from Biomedical Imaging and Intervention Journal
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Brownian Motion
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Anisotropic Diffusion
Isotropic Diffusion
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DTI Metrics Most Commonly Metrics Used:
Fractional Anisotropy (FA): Directionality of diffusion
Mean Diffusivity (MD): Diffusion averaged in all directions
Axial Diffusivity (AD): Magnitude of diffusion parallel to the axonal tract (diffusing down the length of axons)
Radial Diffusivity (RD): Magnitude of diffusion perpendicular to the axonal tract (diffusing across the width of the axon)
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Axial vs. Radial Diffusivity
Radial DiffusivityAxial Diffusivity
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Strengths and Limitations of DTI Measures white
matter in vivo Non-invasive, no
ionizing radiation Can be combined
with functional and behavioral measures
Is relatively fast (~8 minutes per scan)
Regions with complex white matter configurations can confound the measurement
Is less informative about grey matter
Sensitivity to motion artifacts
Measure is indirect, diffusion is only a correlate of fiber integrity
Strengths Limitations
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Major Functional Imaging Methods
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Changes in Functional Activity:Positron Emission Tomography (PET)
Positron Emission Tomography (PET) was the first neuroimaging technique to allow functional localization.
Radioactively labeled isotopes are transmitted into the bloodstream.
Metabolism is observed.Public Domain image courtesy of Jens Langer
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Changes in Functional Activity:Metabolism and Brain Function Greater metabolism associated with
higher activity in a given brain area. Differences in brain activity can result
from a range of factors including: transient neurocognitive conditions long-term changes in quantities of
neurotransmitters receptors, or neurons permanent structural damage.
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Strengths and Limitations of PET Allows us to measure
brain function in real time
Different tracers can be specified for different needs
Can be combined with structural imaging as well as cognitive and behavioral measures
Uses ionizing radiation which must be limited over the lifetime
Tracer selection is limited unless a cyclotron is owned
Labeled isotope decays quickly, limiting time of scan
Measure is indirect, metabolism is only a correlate of neural activity
Strengths Limitations
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Changes in Functional Activity:functional MRI (fMRI)
Good temporal resolution
Non-invasiveness Lack of ionizing
radiation fMRI has supplanted
PET as the most used functional neuroimaging technique.
Public Domain image
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Changes in Functional Activity:BOLD fMRI
Like PET, fMRI is measuring neural activation indirectly.
Activation detected through a natural phenomenon: “Blood-oxygen-level dependent” (BOLD) signal.
BOLD signal measures deoxygenated hemoglobin, which increases in areas of high neural activity.
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Changes in Functional Activity:Statistical Aspects of fMRI
The colored areas do not strictly represent anatomy, but instead show significant differences in levels of BOLD activation across 2 (or more) groups.
These statistical maps are overlaid onto structural MRI images to help visualize where activity changes are taking place in the brain.
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Strengths and Limitations of fMRI Allows us to measure
brain function in real time Can be combined with
structural imaging as well as cognitive and behavioral measures
Superior temporal resolution (compared to PET) allows activity to be correlated with a series of 1-2 second events, rather than over longer blocks of time
Non-invasive, no ionizing radiation
Measure is indirect, BOLD is only a correlate of neural activity
Hemodynamic response for a 1 second activity can last for over 10 seconds, confounding results
More susceptible than PET to motion artifacts
Strengths Limitations
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