clinical and advanced neuroimaging : a primer for providers

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Public Health 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 Clinical and Advanced Neuroimaging: A Primer for Providers Patrick Sullivan, MA Neuroimaging Lead, Chapman Laboratory War Related Illness and Injury Study Center Veterans Affairs Medical Center Washington, DC

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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 Presentation

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Page 1: Clinical and Advanced  Neuroimaging : A Primer for Providers

Public Health

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

Page 2: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 3: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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.

Page 4: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 5: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 6: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 7: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 8: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 9: Clinical and Advanced  Neuroimaging : A Primer for Providers

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Structural Imaging Methods

Page 10: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 11: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 12: Clinical and Advanced  Neuroimaging : A Primer for Providers

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Magnetic Resonance Imaging: MRI MRI Benefits over X-ray & CT

scans

Non-ionizing radiation Better resolution

Better contrast

Page 13: Clinical and Advanced  Neuroimaging : A Primer for Providers

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MRI: How is the picture made? How do we get from magnet to image?

Image from Chapman Lab WRIISC-DC

Page 14: Clinical and Advanced  Neuroimaging : A Primer for Providers

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Magnetic Resonance Imaging Components

Diagram from Magnet LabFlorida State University

Page 15: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 16: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 17: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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.**

Page 18: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 19: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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.

Page 20: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 21: Clinical and Advanced  Neuroimaging : A Primer for Providers

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Planes of OrientationIn Neuroimaging

• Axial, Transverse or Horizontal

• Sagittal • Coronal

Images from Chapman Lab WRIISC-DC

Page 22: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 23: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 24: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 25: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 26: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 27: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 28: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 29: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 30: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 31: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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.

Page 32: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 33: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 34: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 35: Clinical and Advanced  Neuroimaging : A Primer for Providers

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Brownian Motion

Page 36: Clinical and Advanced  Neuroimaging : A Primer for Providers

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Anisotropic Diffusion

Isotropic Diffusion

Page 37: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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)

Page 38: Clinical and Advanced  Neuroimaging : A Primer for Providers

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Axial vs. Radial Diffusivity

Radial DiffusivityAxial Diffusivity

Page 39: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 40: Clinical and Advanced  Neuroimaging : A Primer for Providers

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Major Functional Imaging Methods

Page 41: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 42: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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.

Page 43: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 44: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 45: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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.

Page 46: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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.

Page 47: Clinical and Advanced  Neuroimaging : A Primer for Providers

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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

Page 48: Clinical and Advanced  Neuroimaging : A Primer for Providers

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Contact UsADDRESS: Veterans Affairs Medical Center

50 Irving Street NW, MS 127 Washington, DC 20422

PHONE: (202) 745-8000 Ext. 7553

EMAIL: [email protected] [email protected]

VISIT OUR WEBSITE: http://www.warrelatedillness.va.gov/dc/