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Functional Magnetic Resonance Imaging Dr. Matthijs Vink Rudolf Magnus Institute of Neuroscience University Medical Centre Utrecht Functional MRI Group Utrecht. [email protected] - 2006. Structure vs function. Functional MRI (fMRI) studies brain function . MRI studies brain anatomy .

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slide1
Functional Magnetic Resonance ImagingDr. Matthijs VinkRudolf Magnus Institute of Neuroscience University Medical Centre Utrecht Functional MRI Group Utrecht

[email protected] - 2006

structure vs function
Structure vs function

Functional MRI (fMRI) studies brain function.

MRI studies brain anatomy.

slide3
Localization of functions
  • Specific brain areas have specific cytoarchitecture
  • Localization of function (old idea) vs network function (new idea)
mri vs fmri
MRI vs fMRI

Structural MRI  acquire image of whole brain in 8 minutes

Functional MRI  acquire image of whole brain every 0.5 seconds

fmri scans example slices
fMRI scans – example slices
  • scan technique
  • 3D PRESTO
  • resolution
  • 4*4*4 mm voxels
  • acquired scantime
  • 0.5 seconds
the idea behind fmri
Functional MRI  acquire image of whole brain every 0.5 seconds

task

task

task

task

task

task

task

rest

rest

rest

rest

rest

rest

rest

The idea behind fMRI

Signal value over time in one voxel

Example task-related activity in a voxel:

Signal value

fmri single subject data
Moving fingers

Moving tongue

Watch flashing light

Think words

Short-term memory

fMRI: Single subject data
  • fMRI developed from the 1990’s
  • Allows for single subject data
background of fmri
Background of fMRI
  • First BOLD-fMRI study published in 1992 by Ogawa et al
    • uses deoxygenated haemoglobin as contrast agent

Advantages of fMRI:

  • no injection of chemicals (such as PET)
  • high spatial resolution (1-4 mm)
  • fast (0.5 sec per scan,average 2 sec)
  • widely available (MRI scanner in every hospital)
slide9
The MRI scanner...

Promotional photo, Philips

slide11
Subject has to be metal-free

Inhomogeneous magnetic field

due to hairband

Homogeneous magnetic field

Scanner safety! Strict safety protocol

background of fmri physics 1 2
Background of fMRI – physics 1/2

Why do you need a magnet?

No clear direction of protons

background of fmri physics 1 213
Background of fMRI – physics 1/2

Why do you need a magnet?

B0

Apply magnetic field :

(i.e. place subject in scanner…)

background of fmri physics 1 214
Background of fMRI – physics 1/2

Why do you need a magnet?

B0

background of fmri physics 1 215
Background of fMRI – physics 1/2

Why do you need a magnet?

B0

background of fmri physics 1 216
Background of fMRI – physics 1/2

Why do you need a magnet?

B0

background of fmri physics 1 217
Background of fMRI – physics 1/2

Why do you need a magnet?

B0

align with magnet (B0) (or against)

# depends upon strength of B0

background of fmri physics 2 2
excitation

relaxation

precession motion in a magnetic field

 radio wave is transmitted (echo)

 Frequency

 Phase

Background of fMRI – physics 2/2

stability

aligned with magnetic

field (low energy state)

basis of the fmri signal physiology
task

task

task

task

rest

rest

rest

rest

Basis of the fMRI signal - physiology
  • Place subject in scanner (protons align with magnet)
  • Start scanning while subject performs a task :
  • Rest periods  no activity (baseline)
  • During task  neuronal firing increases
  • Metabolism increases
    • consumption of glucose increases
    • consumption of oxygen increases
  • Bloodflow increases to supply oxygen (local magnetic field becomes very homogeneous)
  • Surplus of oxygen  BOLD fMRI signal increases (by 1-5 %)
bold effect
t=0 s

100

Baseline:

onset of stimulus

t=1 s

99

Oxygen

consumption

Small field distortion

t=6 s

102

Oxygen supply

maximum fMRI signal

Local field becomes homogeneous

BOLD effect

B lood

O xygenation

L evel

D ependent

effect

bold effect where physics and physiology meet 1 2
BOLD effect – where physics and physiology meet 1/2

oxyhaemaglobin low

deoxyhaemglobin high

oxyhaemaglobin high

in-homogeneous field (out phase)

homogeneous field (in phase)

3-4 mm

bold effect where physics and physiology meet 2 2
102BOLD effect – where physics and physiology meet 2/2

Mxy

Signal (T2* relaxation) during task

Dephasing (spin-spin interactions)

Signal during rest

100

BOLD-contrast

(activation)

RF pulse

time

TE time (echo read-out)

(B0)

fmri setup
fMRI setup
  • Philips Gyroscan 1.5 Tesla
    • 1 Tesla = 10,000 Gauss
    • Earth’s magnetic field = 0.5 Gauss
    • 1.5 Tesla = 1.5 x 10,000  0.5 = 30,000 X Earth’s magnetic field

Projection screen

for computer tasks

MRI-compatible button box

mirror

fmri data analysis
task

task

task

task

task

task

task

rest

rest

rest

rest

rest

rest

rest

fMRI data analysis
  • Which brain regions are involved in performing the task?
  • Changes in the signal that correlate with the task (input function)
  • This is done in every voxel separately
fmri preprocessing
fMRI preprocessing
  • Before the data (series of fMRI images) is ready for statistical analysis:
  • Correct for movement of the head during the experiment
    • To look at signal changes over time in the same voxel (brain region)
  • Transform the brain to a standard brain (enable group comparisons)
motion correction 1 5
Motion correction 1/5

1. Position of the head over time

scan 1 scan 2 … scan 99 … scan 820

time

motion correction 2 5
Motion correction 2/5

2. Determine position of head during first scan

scan 1 scan 2 … scan 99 … scan 820

time

motion correction 3 5
Motion correction 3/5

3. Use first scan as reference position

scan 1 scan 2 … scan 99 … scan 820

time

motion correction 4 5
Motion correction 4/5

4. Determine motion correction parameters

+

scan 1 scan 2 … scan 99 … scan 820

time

motion correction 5 5
Motion correction 5/5

5. Apply the parameters : resample the scans

scan 1 scan 2 … scan 99 … scan 820

time

Difficult to correct for effect of movement (in a magnetic field) on SNR throughout brain!

transforming to standard brain
?

?

?

?

?

=

=

=

=

=

Individual brains after normalization

Transforming to standard brain

Individual brains

MNI

template

Can the brains of people be standardized at all?

basic fmri image analysis
task

task

task

task

task

task

task

rest

rest

rest

rest

rest

rest

rest

Basic fMRI image analysis

The fMRI time-series data (eg 920 brain scans in 20 minutes):

Look for task related activity in every voxel (activity that covaries with the task):

Signal value over time in one voxel

Example task-related activity in a voxel:

Signal value

multiple regression
Model (X)

Effects of interest

(TASK)

Effects of no-interest

Multiple regression

Signal in

one voxel

=

+ error

Data (Y)

(after realignment)

Voxel-based statistics

example motor stimulation
task

ViewMagic © Matthijs Vink

Example : motor stimulation

Regression-coefficient  height of signal increase compared to baseline

T-value  significance of that increase compared to noise

slide37
fMRI tasks
  • Essential to develop an fMRI compatible task:
  • Avoid movements, talking, listening (motion artefacts, noise)
  • Keep it simple (interpretation of results)
  • Need for control task (helps interpretation)
  • Measure task performance (helps interpretation)
schizofrenie
SchizophreniaSchizofrenie
  • symptoms:
    • positive (delusions, auditory hallucinations)
    • negative (social withdrawal, loss of initiative)
    • cognitive (memory, attention, information processing)
language tasks
Language tasks

Task (30 secs)

Rest (30 secs)

Task (30 secs)

A

G

*

S

K

*

W

F

*

Block design

Verb generation (silent)

What happens during rest?

What happens during task?

example fmri and language
Example : fMRI and language

Healthy subjects : Language predominantly left

slide41
Language and schizophrenia

Healthy

subjects

Schizophrenia

patients

Iris Sommer, work in progress

slide42
Interpretation

Additional activation in right side in schizophrenia

So what?

How to figure out what that means?

fMRI gives info on BOLD activation, but not function

Apply repetitive TMS to right-sided language area to

suppress auditory hallucinations

Iris Sommer, work in progress

hoe werkt dat bij schizofrenie
hallucinations

delusions

loss of initiative

information

overload

Example : fMRI as a tool for genetic research

Hoe werkt dat bij schizofrenie?

Schizophrenia:

hoe werkt dat bij schizofrenie44
Example : fMRI as a tool for genetic researchHoe werkt dat bij schizofrenie?

Schizophrenia:

hallucinations

delusions

loss of initiative

information

overload

hoe werkt dat bij schizofrenie45
Example : fMRI as a tool for genetic researchHoe werkt dat bij schizofrenie?

Schizophrenia:

hallucinations

delusions

loss of initiative

information

overload

hoe werkt dat bij schizofrenie46
Example : fMRI as a tool for genetic researchHoe werkt dat bij schizofrenie?

Schizophrenia:

hallucinations

delusions

loss of initiative

information

overload

hoe werkt dat bij schizofrenie47
Example : fMRI as a tool for genetic researchHoe werkt dat bij schizofrenie?

Schizophrenia:

hallucinations

delusions

loss of initiative

information

overload

hoe werkt dat bij schizofrenie48
Example : fMRI as a tool for genetic researchHoe werkt dat bij schizofrenie?

Schizophrenia:

hallucinations

delusions

auditory

loss of initiative

information

overload

visual

hoe werkt dat bij schizofrenie49
Example : fMRI as a tool for genetic researchHoe werkt dat bij schizofrenie?

Schizophrenia:

hallucinations

delusions

auditory

loss of initiative

information

overload

visual

hoe werkt dat bij schizofrenie50
Example : fMRI as a tool for genetic researchHoe werkt dat bij schizofrenie?

Schizophrenia:

hallucinations

delusions

auditory

loss of initiative

information

overload

visual

hoe werkt dat bij schizofrenie51
Example : fMRI as a tool for genetic researchHoe werkt dat bij schizofrenie?

Schizophrenia:

hallucinations

delusions

auditory

loss of initiative

information

overload

visual

hoe werkt dat bij schizofrenie52
Example : fMRI as a tool for genetic researchHoe werkt dat bij schizofrenie?

Schizophrenia:

hallucinations

delusions

auditory

positive

loss of initiative

information

overload

negative

visual

hoe werkt dat bij schizofrenie53
Example : fMRI as a tool for genetic researchHoe werkt dat bij schizofrenie?

Schizophrenia:

hallucinations

delusions

auditory

positive

loss of initiative

information

overload

negative

visual

hoe werkt dat bij schizofrenie54
Example : fMRI as a tool for genetic researchHoe werkt dat bij schizofrenie?

Schizophrenia:

hallucinations

delusions

auditory

positive

loss of initiative

information

overload

negative

visual

hoe werkt dat bij schizofrenie55
Example : fMRI as a tool for genetic researchHoe werkt dat bij schizofrenie?

Schizophrenia:

hallucinations

delusions

auditory

positive

familiar

loss of initiative

strangers

information

overload

negative

visual

hoe werkt dat bij schizofrenie56
Example : fMRI as a tool for genetic researchHoe werkt dat bij schizofrenie?

Schizophrenia:

hallucinations

delusions

auditory

positive

familiar

loss of initiative

strangers

information

overload

negative

visual

Etc…

hoe werkt dat bij schizofrenie57
Example : fMRI as a tool for genetic researchHoe werkt dat bij schizofrenie?

Schizophrenia:

Label for multiple combinations of multiple symptoms

How to find schizophrenia genes?

fmri als endophenotype
Gene

sequencing

Intra-cellular mechanisms

molecular biology

Inter-neuronal communication

electrophysiology / neuropharmacology

Neuronal network / circuit

neurophysiology / lesion

Brain function

brain imaging

Behavioural measure

psychological tests

Symptom

clinical measures

diagnosis

Psychiatric disorder

Example : fMRI as a tool for genetic research

fMRI als endophenotype
slide59
Example : fMRI as a tool for genetic research

BASELINE motor task

100% GO

GO ONLY

+ + +

+ + X

Press right

+ + +

X + +

Press left

+ + +

Vink et al, Hum Brain Map, 2005

slide61
CONTROLLED motor task

80% GO

20% STOP

X + +

+ + X

GO/STOP

+ + +

+ + +

Press right

Delay

X + +

STOP!

Press left

Example : fMRI as a tool for genetic research

BASELINE motor task

100% GO

GO ONLY

+ + +

+ + X

Press right

+ + +

X + +

Press left

+ + +

Vink et al, Hum Brain Map, 2005

hoe presteren de groepen
A

Healthy controls (21)

Schizophrenia patients (21)

B

Healthy controls (15)

Siblings (15)

Example : fMRI as a tool for genetic research

Hoe presteren de groepen?

600

580

560

540

mean reaction time in ms (SEM)

520

500

480

460

GO

0%

20%

25%

33%

50%

GO

0%

20%

25%

33%

50%

ONLY

ONLY

Stop signal chance (%)

Vink et al, Biological Psychiatry, 2006

wat gebeurt er in de hersenen
A

Healthy controls (21)

Schizophrenia patients (21)

B

Healthy controls (15)

Siblings (15)

Example : fMRI as a tool for genetic research

Wat gebeurt er in de hersenen?

2

1.5

1

mean activation level (AU ±SEM)

0.5

0

0%

20%

25%

33%

50%

0%

20%

25%

33%

50%

GO ONLY

GO ONLY

Stop signal chance (%)

Stop signal chance (%)

Vink et al, Biological Psychiatry, 2006

slide65
Example : fMRI as a tool for pre-operative function localization

Epilepsy

Remove part of the brain to stop epileptic attacks

Danger of distroying important brain regions / functions

How to decide where to cut?

slide66
Example : fMRI as a tool for pre-operative function localization

Essential to get correct rendering of MRI image of brain

Rutten et al, Neuroimage, 2003

slide67
Example : fMRI as a tool for pre-operative function localization

fMRI (yellow) vs ioESM (red)

Specificity vs sensitivity

fMRI  also non-essential activation

Rutten et al, Neuroimage, 2003

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