fmri – week 4 – contrast scott huettel, duke university mr contrast fmri graduate course (nbio...

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FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

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Page 1: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

MR Contrast

FMRI Graduate Course (NBIO 381, PSY 362)

Dr. Scott Huettel, Course Director

Page 2: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Review: Image Formation

• Every image can be constructed from spatial frequency information– i.e., sinusoidal gratings of particular

frequency, orientation, and phase

• Images vary in the contributions from different spatial frequencies

Page 3: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Spatial Image = Combination of Spatial

Frequencies

Page 4: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Review: Image Formation

• Every image can be constructed from spatial frequency information– i.e., sinusoidal gratings of particular

frequency, orientation, and phase• Images vary in the contributions from

different spatial frequencies• By using magnetic gradients, we

change the relative precession phase of protons across space, according to spatial freq.

Page 5: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

k space = spatial frequency

Page 6: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Contrast

Page 7: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Types of Contrast

• Static Contrast– Proton Density – T1

– T2

– T2*

• Motion Contrast– Flow– Perfusion– Diffusion

Page 8: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Defining “Contrast”

• The intensity difference between different quantities being measured by an imaging system.

• The physical quantity measured in an image.

Page 9: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Quick Self-Assessment

• Define the following– TR– TE

– T1 relaxation

– T2 relaxation

Page 10: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Creating Proton-Density-Weighted Images

Proton density contrast measures, quite simply, how many protons are present in a

voxel.

Page 11: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Proton-Density-Weighted Imaging

Gradient-Echo Imaging (GRE)

Flip Angle

Page 12: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Overview of Imaging Parameters

• Proton-Density-Weighted– Long TR, short TE

• T1

– ??

• T2 or T2*– ??

Page 13: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Generating T1-weighted Images

Page 14: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

T1-weighted Imaging

Spin-Echo Imaging (SE)

Page 15: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Overview of Imaging Parameters

• Proton-Density-Weighted– Long TR, short TE

• T1

– Intermediate TR, short TE

• T2 or T2*– ??

Page 16: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Inversion Recovery (IR-prep)

Page 17: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

IR-Prepped T1-Weighted Images

Page 18: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Generating T2- (and T2*-)weighted Images

Page 19: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Thought problem: What can cause nearby protons to lose phase

coherence?(They must precess at different rates… what could cause

that to happen?)

Indianapolis = 2.5mi

Darlington = 1.4mi

Page 20: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

T2Cars on the same track

Indianapolis = 2.5mi

Darlington = 1.4mi

T2 : spin-spin relaxation T2* : spin-spin interactions + local field

inhomogeneities

Page 21: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

How can we compensate for the fact that local field inhomogeneities cause

some spins to precess faster than others?

Page 22: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Phase Compensation via Spin-Echo

Page 23: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Creating T2-weighted Images

Page 24: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Overview of Imaging Parameters

• Proton-Density-Weighted– Long TR, short TE

• T1

– Intermediate TR, short TE

• T2 or T2*– Long TR, intermediate TE

Page 25: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

PD ImagesPD Images

T2* ImagesT2* Images

T2* = Sensitivity to Field Inhomogeneity

Susceptibility Artifacts

Page 26: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Types of Contrast

• Static Contrast– Proton Density – T1

– T2

– T2*

• Motion Contrast– Flow (e.g., Time of Flight)– Perfusion– Diffusion

Page 27: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Time of Flight (ToF) Flow Imaging

Angiogram

Page 28: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Perfusion Imaging

Perfusion: The irrigation of tissue through blood delivery (typically through capillaries).

Page 29: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Perfusion Contrast

Page 30: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

PerfusionPerfusionDiffusionDiffusion

Reduced Perfusion following Stroke

By adding diffusion weighting (to eliminate the effects of flow), perfusion imaging can be made

specific to capillaries.

Page 31: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Diffusion (in homogeneous medium)

Page 32: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Core Approach of Diffusion Tensor Imaging (DTI)

Gx

Apply alternating, opposite gradients along one direction.

Measure signal.

Apply alternating, opposite gradients along a different

direction. Measure signal.

Repeat for a total of 6+ directions. The amplitude of the

signal across these directions constitutes the diffusion tensor.

Gy

Page 33: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Pulse Sequences for DTI

Page 34: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Diffusion Tensors

Page 35: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

ADC FA

Measures Provided by Diffusion Imaging

Tracts

Apparent Diffusion

Coefficient (ADC): Information

about the relative mobility of protons.

Fractional Anisotropy (FA):

Information about the

constraints on proton mobility.

Tractography: Information about the

directionality of proton mobility

across the brain.

Page 36: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Isotropic and Anisotropic Diffusion

Page 37: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Reduced Anisotropic Diffusion in Older Adults

OlderYounger

Data from Madden et al. (2007)

Page 38: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Madden et al. (in press)

Older (60-85y) and younger (18-27y) adults

made categorical judgments.

We modeled information accumulation (i.e., drift rate) using a model for each subject’s response

time.

Age-related variance in information accumulation was reduced dramatically, when integrity of two fiber tracts was included in the

model.

Page 39: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Fiber Tracking (Tractography)

Page 40: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

AB

C

D

Integrating DTI and fMRI

Page 41: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Common Fast Imaging Sequences

Page 42: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Echo-Planar Imaging (EPI)

Page 43: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Gradient Artifacts in EPI Images

None

X

Y

Z

Page 44: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Spiral Imaging

Shown is a spiral-out sequence.

We could also use spiral-in or spiral-in-and-out

sequences.

Page 45: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Interpolation of Spiral Images

Page 46: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Gradient Artifacts in Spiral Images

None

X

Y

Z

Page 47: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

EPI vs. Spiral Imaging

• Both can acquire 64*64 resolution T2*-weighted images within about 40ms (~20slices/s) on BIAC scanners

• EPI Properties– Generally fast, simple, efficient– Covers k-space in Cartesian coordinates– Subject to flow effects (gradient at k=0)

• Spiral Properties– Very fast, uses both gradients simultaneously– Shorter time between images (spiral-in)– Easier on gradients– Requires interpolation in k-space– Minimizes flow effects (no gradient at k=0)– Can easily add preparatory gradients (spiral-out)

Page 48: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Page 49: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Gradient Problems

Page 50: FMRI – Week 4 – Contrast Scott Huettel, Duke University MR Contrast FMRI Graduate Course (NBIO 381, PSY 362) Dr. Scott Huettel, Course Director

FMRI – Week 4 – Contrast Scott Huettel, Duke University

Magnetic Field Inhomogeneity