Title: Julie C. Chapman, PsyD
1Clinical and Advanced NeuroimagingA 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
- Patrick Sullivan, MA
- Neuroimaging Lead, Chapman Laboratory
- War Related Illness and Injury Study Center
- Veterans Affairs Medical Center
- Washington, DC
2Disclaimer
- The views expressed in this presentation are
those of the author and DO NOT reflect the
official policy of the - Department of Veterans Affairs
- or
- the United States Government
3What is Neuroimaging?
- Since we cannot generally take photographs of the
brain in vivo, imaging technologies allow us to
view the brain indirectly.
4Neuroimaging 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
5Neuroimaging 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
6Neuroimaging 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)
7Structural 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)
8Ionizing 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
9Structural Imaging Methods
10X-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
11Computed 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
12Magnetic Resonance Imaging MRI
- MRI Benefits over X-ray CT scans
- Non-ionizing radiation
-
- Better resolution
- Better contrast
13MRI How is the picture made?
- How do we get from magnet to image?
Image from Chapman Lab WRIISC-DC
14Magnetic Resonance Imaging Components
Diagram from Magnet Lab Florida State University
15Magnetic 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
16MRI 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
17Magnetic 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.
18Magnetic 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
19Hardware Radiofrequency Coils Gradient Coils
Diagram from Magnet Lab Florida 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 MRI signal
to vary across spatial locations, assisting with
image production.
20Gradient 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
21- Planes of Orientation
- In Neuroimaging
- Axial, Transverse or Horizontal
-
- Sagittal Coronal
Images from Chapman Lab WRIISC-DC
22Contrasts
- 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
23Processing 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
24Analyzing 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
25Volumetric Analysis
- A method to estimate the volume of specific
brain structures or regions. - Picture from Athinoula A. Martinos Center for
Biomedical Imaging
26Volumetric 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
Imaging
Images from Chapman Lab WRIISC-DC
27Volumetric Analysis
- Manually drawn
- High anatomic validity
- (gold standard)
- Extensive use of algorithms/atlas templates
- Reduction of anatomic validity
28Volumetric Analysis
- Time-intensive
- Inter-rater reliability concerns
- Allows high throughput efficient workflow
- Eliminates multiple rater effects
29Automated 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
30Automated 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 Lab WRIISC-DC
31Use 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.
32Use 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, Alzheimers, epilepsy,
and depression
33Diffusion 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
34What 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 direction
- and 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
35Brownian Motion
36 37DTI 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)
38Axial vs. Radial Diffusivity
Axial Diffusivity
Radial Diffusivity
39Strengths and Limitations of DTI
Strengths
Limitations
- 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
40Major Functional Imaging Methods
41Changes in Functional ActivityPositron 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
42Changes in Functional ActivityMetabolism 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.
43Strengths and Limitations of PET
Strengths
Limitations
- 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
44Changes in Functional Activityfunctional 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
45Changes in Functional ActivityBOLD 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.
46Changes in Functional ActivityStatistical
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.
47Strengths and Limitations of fMRI
Strengths
Limitations
- 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
48Contact Us
- ADDRESS Veterans Affairs Medical Center
- 50 Irving Street NW, MS 127
- Washington, DC 20422
- PHONE (202) 745-8000 Ext. 7553
- EMAIL Julie.Chapman_at_va.gov
OR Chapman.Research_at_va.gov - VISIT OUR WEBSITE
- http//www.warrelatedillness.va.gov/dc/