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Recent developments in Magnetic Resonance Imaging

Recent developments in Magnetic Resonance Imaging

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Page 1: Recent developments in Magnetic Resonance Imaging

Recent developments in Magnetic Resonance Imaging

Page 2: Recent developments in Magnetic Resonance Imaging

Acknowledgements

• Jeffrey Bezanson• Thanh Nguyen, PhD• Martin Prince, PhD, MD• Richard Watts, PhD• Yihong Yang, PhD

NIH R01HL60879, R01HL62994American Heart AssociationWhitaker Foundation

Page 3: Recent developments in Magnetic Resonance Imaging

Medical imaging methods

Projection x-ray

CT

PET, etcUS MRI

Spatial encoding

xy-matrix detectors

-array detectors

-rotations

1-n detectors

line scan; y=2c/t

1-n detectors

k-space sampling

Contrast attenuation attenuation reflection,T1,T2,T2*,

flow,perfusion, etc

The richness of both encoding and contrast mechanisms in MRI nourishes the advances realized and the advances still in promise.

Page 4: Recent developments in Magnetic Resonance Imaging

Magnetic Resonance

dm/dt = - (B0z + B1 + B) m spin – B field

- (mxx + myy) / T2 spin – spin

- (m0- mz)z / T1 spin – lattice

Bloch Equation Interactions

Page 5: Recent developments in Magnetic Resonance Imaging

Spatial encoding – RF readout (frequency encoding)

m(x)

Spatial-varying resonance frequency during RF detection

S(t) = m(x)eikxxdx = S(kx), m(x) = FT{S(kx)}

S(t) ~ eit

S(t) ~ m(x)eiGxxtdx

kx = Gxtx

B = B0 + Gxx

Page 6: Recent developments in Magnetic Resonance Imaging

RF volume excitation –slice selection

Spatial-varying resonance frequency during RF excitation

z

B1 freq band = 0 + Gzz

m = mx+imy ~ b1(t)e-iGzztdt = B1(Gzz)

Excited location

Slice profile

Page 7: Recent developments in Magnetic Resonance Imaging

Phase encoding

After volume excitation & before readout (kx), apply y-gradient pulse that makes spin phase varying linearly in y (=kyy), apply z-gradient pulse that makes spin phase varying linearly in z (=kzz).

Repeat RF excitation and detection with different gradient areas (ky, kz).

S(kz, ky, t) = m(x,y,z) eikzzeikyyeiGxxtdxdydz

Page 8: Recent developments in Magnetic Resonance Imaging

Major advances in MRI

• fMRI – pre-surgical mapping, neuroscience • MRA – replacing x-ray angiography for

diagnosis• Cardiac MRI – one-stop shop comprehensive

cardiac study, potentially revolutionizing cardiac medicine

By both clinical & scientific measures

Page 9: Recent developments in Magnetic Resonance Imaging

fMRI

• BOLD mechanism – blood susceptibility (T2*) and brain activation

• Presurgical mapping

• Neuroscience?

Page 10: Recent developments in Magnetic Resonance Imaging

T2* - intravoxel dephasing

time

900 RF

MR signal e-t/T2

e-t/T2*

Page 11: Recent developments in Magnetic Resonance Imaging

Oxyhemoglobin and deoxyhemoglobin in veins

Oxyhemoglobin (diamagnetic) Deoxyhemoglobin (paramagnetic)

Rest Activation

Normal blood flow High blood flow

homogeneousless intravoxel dephasing

heterogeneousintravoxel dephasing

Page 12: Recent developments in Magnetic Resonance Imaging

BOLD

Brain activity

Oxygen consumption Cerebral blood flow

OxyhemoglobinDeoxyhemoglobin

Magnetic susceptibility

T2*

MRI signal

Page 13: Recent developments in Magnetic Resonance Imaging

Fundamental limitation of fMRI

2

impulse stimulus

Sig

nal c

hang

e (%

)

Time (sec)4 8 10 12

1

0

fMRI signal comes from hemodynamic response, a delayed convoluted effects associated with neuronal activities.

Page 14: Recent developments in Magnetic Resonance Imaging

Presurgical mapping - AVM

displacement of visual function in left hemisphere with AVMBryan Mock

Page 15: Recent developments in Magnetic Resonance Imaging

Presurgical mapping - tumor

Radiology. 1999;210:529-538

Displacement of motor cortex by a tumor

Page 16: Recent developments in Magnetic Resonance Imaging

MRA

• Contrast enhanced MRA, overcoming intravoxel dephasing problem associated with time-of-flight or phase-contrast MRA.

• Clinical impact: achieving an accuracy close to x-ray angiography (XRA), replacing XRA in many diagnosis.

Page 17: Recent developments in Magnetic Resonance Imaging

Contrast enhanced MRA

5 10 15 20 25

# of RFs (TR=10 ms)

.2

.4

.6

.8

1

sign

al T1=50ms

T1=1000ms

Gd enhanced blood

background

Page 18: Recent developments in Magnetic Resonance Imaging

Contrast enhanced 3D MRA

Page 21: Recent developments in Magnetic Resonance Imaging

Bolus Chase Acquisition

RF coil

station 2

Isocenter

station 1

station 3

20

25

30

35

40

Tim

e (se

c)

Arterial [Gd]

Page 22: Recent developments in Magnetic Resonance Imaging

Bolus Chase MRA

Page 23: Recent developments in Magnetic Resonance Imaging
Page 24: Recent developments in Magnetic Resonance Imaging

Dynamic 2D MRDSA

FFT

time

mask

Page 25: Recent developments in Magnetic Resonance Imaging

MRDSA of the Foot

Page 26: Recent developments in Magnetic Resonance Imaging

Dyn

amic

2D

+ B

olus

Cha

se 3

D

over

com

e ve

nous

sig

nal

3D 2D

Page 27: Recent developments in Magnetic Resonance Imaging

Real-time MRA

Page 28: Recent developments in Magnetic Resonance Imaging

Accelerate Bolus Chase Acquisition

double sampling spacing kz

keep same kzm & excitation volumereduce scan time by half & no resolution loss

Reduced k-space sampling:

Page 29: Recent developments in Magnetic Resonance Imaging

Bolus Chase with Reduced kz-sampling

Page 30: Recent developments in Magnetic Resonance Imaging

Multiple channel parallel imaging

Coil 2

Coil 1

ideal actual

x

y

Coil sensitivity map

x

y

Page 31: Recent developments in Magnetic Resonance Imaging

Parallel imaging (SENSE/SMASH)

s1,y = c1,yfy + c1,y+FOV/2fy+FOV/2;

s2,y = c2,yfy + c2,y+FOV/2fy+FOV/2. (wrapping around artifacts)

 

fy = (c2,y+FOV/2 s1,y – c1,y+FOV/2 s2,y) / (c2,y+FOV/2 c1,y – c1,y+FOV/2 c2,y);

fy+FOV/2 = (c1,y s2,y - c2,y s1,y) / (c2,y+FOV/2 c1,y – c1,y+FOV/2 c2,y).

(recovered image)

Sn(k) = dy•e-i2kycn(y)f(y) = dk'•Cn(k-k')F(k')

F = (CH-1C)-1CH-1S, (least squares fitting).

Page 32: Recent developments in Magnetic Resonance Imaging

Example

Individual coil image (S1)

reconstructed from individual coil ( f )

acquired with full k-space data

Pruessman, et al MRM 42:952-962, 1999

Page 33: Recent developments in Magnetic Resonance Imaging

Parallel imaging – increase speed

Sodickson, et al, Radiology. 217(1):284-9, 2000

Page 34: Recent developments in Magnetic Resonance Imaging

Cardiac MRI

• vessel wall – plaque (~0.2mm)• vessel lumen – stenoses, flow reserve (~0.5-1mm)• myocardium – perfusion, mechanics, metabolism• valves and chambers – function

Noninvasive imaging of coronary artery disease is the holy grail of medical imaging.

Coronary MRA is recommended as the No.1 area of emphasis for NIH…...Radiology 1998; 208:573-576

Page 35: Recent developments in Magnetic Resonance Imaging

Vessel wall imaging?

Fayad ZA; Fuster V et al. Circ. 2000;102;506-510

no fat sat fat sat

???

Page 37: Recent developments in Magnetic Resonance Imaging

Coronary MRA – image contrast

No Fat Sat Fat SatRCA

Page 38: Recent developments in Magnetic Resonance Imaging

Coronary MRA – Gd-enhanced acquistion

Gd enhanced no Gd

Page 39: Recent developments in Magnetic Resonance Imaging

Coronary MRA – motion problem

ReadoutECGMagnPrep

Cardiac motion – not available from ECG waveform

optimal delay?

rest period?

Respiratory motion: breath-holding? navigator gating?

Page 40: Recent developments in Magnetic Resonance Imaging

Motion suppression techniques

• Motion detection – pencil beam navigator, volumetric navigator, …

• Motion suppression – gating, correction, view ordering, …

The navigator approach is to measure motion and modify data acquisition accordingly.

Page 41: Recent developments in Magnetic Resonance Imaging

An intelligent real-time navigator system

algorithms navigator k-space

Page 42: Recent developments in Magnetic Resonance Imaging

Pencil beam navigator – 2D selective excitation

Gx

Gy

Gz

RF

Bloch Equation Solution:

M(x) =iM0(x)kW(k)S(k)eix·kdk -300 -200 -100 0 100 200 300-300

-200

-100

0

100

200

300

k y

kx

0 64 128 192 2560

20

40

60

80

100

120pw_rfn = 5ms nav_size = 5

nav_size = 10 nav_size = 20

Magni

tude (a

rb.)

Position (FOV=24cm)

Page 43: Recent developments in Magnetic Resonance Imaging

Real-time navigator gating

accept

time

lung

diaphragm

Page 44: Recent developments in Magnetic Resonance Imaging

Navigator gated CMRA

no gating gating

Page 45: Recent developments in Magnetic Resonance Imaging

Volumetric navigator

Page 46: Recent developments in Magnetic Resonance Imaging

Optimal ECG trigger delay

500

550

600

650

700

750

800

700 800 900 1000 1100 1200

Cardiac cycle (ms)

Opt

imal

del

ay (

ms)

delay_image

delay_navigator

delay_weissler

delay_stuber

Page 47: Recent developments in Magnetic Resonance Imaging

Optimal ECG trigger delay – minimize cardiac motion effects

450 msec 550 650

750 850 950

Page 48: Recent developments in Magnetic Resonance Imaging

Coronary motion

Linear translation: FT{f(x-t)} = eikt F(k)

Rotation: FT{f(Rx)} = F(Rk)

Dilation: FT{af(a(z-z0)+z0)} = eikz0(1-1/a) F(k/a)

Coronary motion is dominantly (>91%) consisting of global motion (translation and rotation) and a LV-centered dilation. Invest Radiol 19:499-509, 1984

Page 49: Recent developments in Magnetic Resonance Imaging

Adaptive motion correction (AMC)

gating at 8 mm gating at 8 mm+ AMC (0.4)

gating at 3 mm

Page 50: Recent developments in Magnetic Resonance Imaging

Minimizing cardiac motion effects - motion matched view ordering

0

5

10

15

20

25

30

kr(1

/cm

)

Acquisition window

Page 51: Recent developments in Magnetic Resonance Imaging

View ordering (VO)

std centric VO motion-matched VO

Page 52: Recent developments in Magnetic Resonance Imaging

• motion caused PSF size ~ 0.5 mm

• voxel CNR ~ 4 (Rose Model)

• acquisition voxel size ~ 0.5 mm

Thesis to develop CMRA – 3 criteria

Page 53: Recent developments in Magnetic Resonance Imaging

Respiratory motion (mm)

Resp: gateSI,correctCard: trigger

Resp: gate,correct,vorderCard: gate,correct,vorder

Resp: breathholdCard: trigger,vorder

0 0.5 1 1.5

0

0

.5

1

1.

5C

ardi

ac m

otio

n (m

m) ×

+

Page 54: Recent developments in Magnetic Resonance Imaging

Voxel size (mm3)0 1 2 3 4 5

01

23

4

CN

R+

+

+

*2T/TExscan eNTqVBW/1RcKCNR

Better contrast agentMore effective sampling

Page 55: Recent developments in Magnetic Resonance Imaging

Future coronary MRA

Integrated navigator contrast-enhanced 3D:

• Reduce cardiac and respiratory motion effects

using intelligent navigator echoes.

• Boost SNR/resolution using intravascular

contrast agents.

Page 56: Recent developments in Magnetic Resonance Imaging

Summary

• fMRI – oxyhemoglobin , T2*, signal

• MRA – Gd enhanced, T1 ; bolus chase;

MRDSA; accelerated sampling; parallel

imaging; real-time imaging

• Cardiac MRI – navigator methods to reduce

cardiac and respiratory motion

Page 57: Recent developments in Magnetic Resonance Imaging

Future of MRI

• Higher resolution anatomy

• Functional information

• Molecular imaging?