hst.583 functional magnetic resonance imaging: data … · 2020. 7. 9. · wald, fmri mr physics...

43
MIT OpenCourseWare http://ocw.mit.edu HST.583 Functional Magnetic Resonance Imaging: Data Acquisition and Analysis Fall 2008 For information about citing these materials or our Terms of Use, visit: http://ocw.mit.edu/terms.

Upload: others

Post on 22-Sep-2020

0 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

MIT OpenCourseWare http://ocw.mit.edu

HST.583 Functional Magnetic Resonance Imaging: Data Acquisition and AnalysisFall 2008

For information about citing these materials or our Terms of Use, visit: http://ocw.mit.edu/terms.

Page 2: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Massachusetts General HospitalAthinoula A. Martinos Center

MR physics and safetyfor fMRI

Lawrence L. Wald, Ph.D.

HST.583: Functional Magnetic Resonance Imaging: Data Acquisition and Analysis, Fall 2008Harvard-MIT Division of Health Sciences and TechnologyCourse Director: Dr. Randy Gollub.

Page 3: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Outline:Wed. Sept 24 (LLW):

MR signal, Gradient and spin echoBasic image contrast

Wed Oct 1 (LLW):Fast imaging for fMRI, artifacts

fMRI BOLD

Mon. Sept 29 (LLW):Encoding the image

Page 4: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

What is NMR?

NUCLEARMAGNETIC

RESONANCE

A magnet, a glass of water,and a radio wave source and detector….

Page 5: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

What is NMR? Nuclear magnetism

=M

Page 6: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

B

N

S

W E

Earth’sField

protons

compass

E

ΔE= hυ

(N↑ – N↓)/NTOT = 1 – exp(-ΔE/kT)≈ 10-4

Page 7: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Compass needles

N

S

W E

υ

x

y

zMainField

Bo

42.58 MHz/T

Earth’sField North

Freq = γ B

Page 8: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Gyroscopic motion

MainField

Bo

Larmor precession freq. = 42.58 MHz/Tx

y

z North • Proton has magnetic moment

• Proton has spin (angular momentum)

>>gyroscopic precession

υ = γ Bo

M

Page 9: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

EXCITATION : Displacing the spinsfrom Equilibrium (North)

Problem: It must be moving for us to detect it.

Solution: knock out of equilibrium so it oscillates

How? 1) Tilt the magnet or compass suddenly

2) Drive the magnetization (compass needle)with a periodic magnetic field

Page 10: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Excitation: Resonance

Why does only one frequency efficiently tip protons?

Resonant driving force.It’s like pushing a child on a swing in time with

the natural oscillating frequency.

Page 11: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

x

y

z

StaticField, B0

Applied RFField (B1)

Mo

RF Field (B1) applies a torque to the spins…

z is "longitudinal" directionx-y is "transverse" plane

The RF pulse rotates Mo the about applied field

Page 12: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

x

y

z

x

y

z

45° 90°

"Exciting" the Magnetization:tip angle

StaticField, B0

Page 13: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Detecting the Magnetization:Faraday’s Law

A moving bar magnet induces a Voltage in a coil of wire.(a generator…)

The RF coil design is the #1 determinant of the system SNRx

y

z

υo

90°

V(t)= -dΦ/dt

Φ = n Bspins A

Page 14: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Detecting the NMR: the noise

x

y

z

υo

90°

V(t)

Noise comes from electrical losses in the resistance of the coil or electrical losses in the tissue.

For a resistor:Pnoise = 4kTRB

• Noise is white.>>Noise power α bandwidth

• Noise is spatially uniform.• R is dominated by the tissue. >>

big coil is bad.

Page 15: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

The NMR Signal

x

y

z

RF

time

x

y

z

Voltage(Signal)

time

υoυ

x

y

z

υo

90°

V(t)

Bo

Mo

Page 16: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Signal to Noise Ratio in MRI

• Most important piece of hardware is the RF coil.

• SNR α voxel volume (# of spins)

• SNR α SQRT( total time of data collection)

• SNR depends on the amount of signal you throw awayto better visualize the brain (gain image contrast)

Page 17: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Physical Foundations of MRI

NMR: 60 year old phenomena that generates thesignal from water that we detect.

MRI: using NMR signal to generate an image

Three magnetic fields (generated by 3 coils)1) static magnetic field Bo2) RF field that excites the spins B13) gradient fields that encode spatial info

Gx, Gy, Gz

Page 18: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Three Steps in MR:

0) Equilibrium (magnetization points along Bo)

1) RF Excitation (tip magn. away from equil.)

2) Precession induces signal, dephasing (timescale = T2, T2*).

3) Return to equilibrium (timescale = T1).

Page 19: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Magnetization vector during MR

RF

Voltage(Signal)

timeencode

Mz

Mxy

Page 20: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Three places in process to make ameasurement (image)

0) Equilibrium (magnetization points along Bo)

1) RF Excitation (tip magn. away from equil.)

2) Precession induces signal, allow to dephase for time TE.

3) Return to equilibrium (timescale =T1).

protondensityweighting

T2 or T2*weighting

T1 Weighting

Page 21: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Contrast in MRI: proton density

Form image immediately after excitation (creation of signal).

Tissue with more protons per cc give more signal and is thus brighter on the image.

No chance to dephase, thus no differences due to different tissue T2 values.

Magnetization starts fully relaxed (full Mz), thus no T1 weighting.

Page 22: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

T2*-Dephasing

Wait time TE after excitation before measuring M.

Shorter T2* spins have dephased

x

y

z

x

y

z

x

y

z

vectorsum

initially at t= TE

Page 23: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

T2* Dephasing

Just the tips of the vectors…

Page 24: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

T2* = 200

T2* = 60

1008060402000.0

0.2

0.4

0.6

0.8

1.0

Time (milliseconds)

Tran

sver

se M

agne

tizat

ion

T2* decay graphs

Tissue #2

Tissue #1

Page 25: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

T2* Weighting

Phantoms withfour different T2* decay rates...

There is no contrast difference immediately after excitation, must wait (but not too long!).

Choose TE for max. inten. difference.

Page 26: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Gradient Echo (T2* contrast)Dephasing is entirely from a spatial difference in the

applied static fields.

t = 0x

y

z90°

t = T

Red arrows processes fasterdue to its higher local field

x

y

z Bo + Gx x

x

Page 27: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Gradient Echo (T2* contrast)Dephasing is entirely from a spatial difference in the

applied static fields.

t = 0x

y

z90°

t = Tx

y

zBo + Gx x

x

Bo + Gx x

xt = Tx

y

z

t = 2Tx

yz

Page 28: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Gradient Echo

RF excitation

Gx

t

St

t

Boring!

Page 29: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, RSNA 2007 A.A. Martinos Center, MGH Radiology

7T 32ch MGH array

2D FLASH, TR/TE= 500/300.22 x 0.22 x 1mm

3(48nl) 8min acq Courtesy of Dr. Christopher J. Wiggins. Used with permission.

Page 30: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, RSNA 2007 A.A. Martinos Center, MGH Radiology

7T 32ch MGH array

2D FLASH, TR/TE= 500/300.22 x 0.22 x 1mm

3(48nl) 8min acq

G. Wiggins,C. Wiggins, Martinos Center MGH

Courtesy of Dr. Christopher J. Wiggins. Used with permission.

Page 31: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, Munich, 2008

7 Tesla230um

2D FLASH, 0.23 x 0.23 x 1.5mm

3

8min acq Courtesy of Dr. Christopher J. Wiggins. Used with permission.

Page 32: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, Munich, 2008

2D FLASH, 0.23 x 0.23 x 1.5mm

3

8min acq

7 Tesla230um

Courtesy of Dr. Christopher J. Wiggins. Used with permission.

Page 33: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, Munich, 2008

an

2D T2* weighted 200um x 200um x 1mm(1024x1024 matrix)

“U-fiber” ??

7 T, 32ch 200um x 200um x 1mm

Courtesy of Dr. Christopher J. Wiggins. Used with permission.

Page 34: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Spin Echo (T2 contrast)Some dephasing can be refocused because its due to static fields.

t = 0x

y

z90°

t = T

Blue arrows precesses faster due to localfield inhomogeneity than red arrow

x

y

z

t = T (+) t = 2T

Echo!

x

y

z

x

y

z

180°

Page 35: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Spin Echo180° pulse only helps cancel static inhomogeneity

The “runners” can have static speed distribution.

If a runner trips, he will not make it back in phase with the others.

Page 36: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

T2 weighed spin echo image

gray

white

Time to Echo , TE (ms)

NM

R S

igna

l

Page 37: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Other contrast for MRI

In brain: (gray/white/CSF/fat)Proton density differ ~ 20%T1 relaxation differ ~ 2000%

How to exploit for imaging?

Vary repetition rate - TR

Page 38: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

RF

Voltage(Signal)

Mz

time

encode

T1 weighting in MRI (w/ 90o excite)TR

grey matter (long T1)white matter (short T1)

encode encode

Page 39: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

white matterT1 = 600

30002000100000.0

0.2

0.4

0.6

0.8

1.0

TR (milliseconds)

Sign

al

grey matterT1 = 1000

CSFT1 = 3000

T1-Weighting

Page 40: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

RF

Voltage(Signal)

Mz

time

encode

T1 weighting in MRI (w/ 30o excite)TR

white matter (short T1)

encode encode

Page 41: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

TR

Long

Short

Short LongTE

ProtonDensity

T1 poor!

T2

Image contrast summary: TR, TE

Page 42: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Source of T1 and T2 contrast in brain:Myelin content

Nissel stain: Weigert stain:cell bodies fibers

Layer 4b: thick region with myelination (line of Gennari)

Layer 1: no cell bodies, moderate myelination

White matter: heavy myelination

Myelin differences are the primary source of T1 and T2 contrast of gray/white matter.

Determine functional boundaries based on MR strucure alone…

Image removed due to copyright restrictions. Diagram showing the arrangement of nerve cells and fibers in layers and sublayers parallel to the surface in a vertical section through the human striate area or visual cortical center.

Page 43: HST.583 Functional Magnetic Resonance Imaging: Data … · 2020. 7. 9. · Wald, fMRI MR Physics Massachusetts General Hospital Athinoula A. Martinos Center MR physics and safety

Wald, fMRI MR Physics

Cortical layers in Monkey at 7T

Intensity along line perpendicular To V1

MPRAGE 250um x 250um x 750um (4 hours)