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BOLD IMAGING
From Stimulus t o Bold
Overview
• Physics of BOLD signal
- Magnetic fields and pulses
- Magnetic properties of oxygen in blood
• Physiology of BOLD signal
- Correlations with other measures or neural activity
- How neurons cause blood flow increases
MRI Physics
• Step 1: Place an object/subject in
a big magnet
• Step 2: Apply radio waves
• Step 3: Measure emitted radio
waves
Step 1: Place su b je c t in a big
magnet
Protons have “spins” (like
gyroscopes). They have
an orientation and a
frequency.
When you put any material in
an MRI scanner, the protons
align with the direction of the
magnetic field.
Images:www.fmri4newbies.com
B
M
Images:www.fmri4newbies.com
Step 2: Apply radio waves
When you apply radio waves (RF pulse) at the
appropriate frequency (Larmor frequency),
you can change the orientation of the spins as
the protons absorb energy.
Step 3a: Tu rn o f f radio waves
T1
T2
After you turn off the RF pulse, as the
protons return to their original orientations,
they emit energy in the form of radio waves.
Step 3b: Measure emitted
radio waves (T1)
T1 = time constant of how
quickly the protons realign
with the magnetic field
fat has high
signal bright
CSF has
low signal
dark
T1-WEIGHTEDANATOMICAL
IMAGE
Images:
fmri4newbies.com
T1
T2
Step 3b: Measure emitted
radio waves (T2 o r T2*)
T2 = time constant of how
quickly the protons emit
energy when recovering to
equilibrium
T2-WEIGHTED ANATOMICAL IMAGE
fat has low signal
-> dark
CSF has high
signal -> bright
Images:
fmri4newbies.com
T1
T2
T2* weighted images
• Two factors contribute to the decay of transverse
magnetization:
1. molecular interactions
2. local inhomogeneities of the magnetic field
(dephasing of spins)
• The combined time constant is called T2* (<T2).
• fMRI uses acquisition techniques (e.g. EPI)
that are sensitive to changes in T2*.
The g e n e r a l principle o f MRI
• excite spins in static field by RF pulses &
detect the emitted RF
• use an acquisition technique that is sensitive to
local differences in T1, T2 or T2*
• construct a spatial image
The Bold C o n t r a s t
BOLD (Blood Oxygenation Level Dependent) contrast =
measures inhomogeneities in the magnetic field due to
changes in the level of O2 in the blood
Oxygenated blood
is diamagnetic
-> no signal loss
Deoxygenated blood
is paramagnetic
-> signal loss
High ratio deoxy/
oxygenated blood -> fast
decrease in MRI signal
Low ratio deoxy/
oxygenated blood -> slow
decrease in MRI signal
Huettel, Song, McCarthy, 2004
The BOLD c o n t r a s t
Source: Jorge Jovicich, fMRIB Brief Introduction to fMRI
 neural activity  ↑ blood flow  ↑ oxyhemoglobin  ↑ T2*  ↑ MR signal
REST
ACTIVITY
Summary MRI Physics
• Magnetic dipole moments of hydrogen nuclei align to
magnetic field in scanner
• RF pulse causes them to spin, in phase
• Once pulse has stopped dipole moments realign to the
magnetic field, dephasing as they do so
• Dephasing takes various amounts of time, depending in
part on inhomogeneities in magnetic field
• Inhomogeneities are caused by variable ratio of
deoxygenated : oxygenated blood
• Assumption: activity in brain area lowers this ratio and
thereby decreases speed of decay of MRI signal
Overview
• Physics of BOLD signal
- Magnetic fields and pulses
- Magnetic properties of oxygen in blood
• Physiology of BOLD signal
- Correlations with other measures or neural activity
- How neurons cause blood flow increases
Three important questions
• Is the BOLD signal more strongly related to neuronal
action potentials or to local field potentials (LFP)?
• How does the BOLD signal reflect the energy
demands of the brain?
• What does a negative BOLD signal mean?
Neurophysiological basis o f t h e
BOLD signal: soma o r synapse?
In early experiments comparing human BOLD signals
and monkey electrophysiological data, BOLD signals
were found to be correlated with action potentials.
BOLD &action p o te ntials
Heeger et al 2000, Nat.
Neurosci.
Rees et al. 2000, Nat.
Neurosci.
Red curve: “average firing
rate in monkey V1, as a
function of contrast,
estimated from
microelectrode
recordings (333 neurons).”
Logothetis et al., 2001,
Nature
Action p o te ntials vs. postsynaptic
activity
Local Field Potentials (LFP)
• reflect summation of post-synaptic
potentials
Multi-Unit Activity (MUA)
• reflects action potentials/spiking
Logothetis et al. (2001)
• combined BOLD fMRI and
electrophysiological recordings
• found that BOLD activity is more
closely related to LFPs than MUA
BOLD & LFPs
Logothetis & Wandell 2004, Ann. Rev. Physiol.
blue: LFP
red: BOLD
grey: predicted BOLD
Brief
Stimulus
Thomsen et al. 2004, J.
Physiol.
 rCBF-increase can be independent from spiking
activity, but seems to be always correlated to LFPs
• GABAA antagonist
picrotoxine increased spiking
activity without increase in
rCBF...
• ... and without disturbing
neurovascular coupling per se Lauritzen et al.
2003
Dissociation between action
p o te ntials and rCBF
C u r r e n t conclusion: BOLD signal
seems t o be more s t r o n g l y c o r r e l a t e d
t o postsynaptic activity
BOLD seems to reflect the input to a neuronal population as
well as its intrinsic processing.
Lauritzen 2005, Nat. Neurosci. Rev.
Three important questions
• Is the BOLD signal more strongly related to neuronal
action potentials or to local field potentials (LFP)?
• How does the BOLD signal reflect the energy
demands of the brain?
• What does a negative BOLD signal
mean?
Is t h e BOLD signal driven by energy
demands o r synaptic processes?
synaptic activity 
neuronal metabolism 
neurovascular
coupling
D’Esposito et al. 2003
rCBF 
deoxy-Hb/oxy-Hb 
? ?
Estimated Energy
Consumption
Energetic consequences o f
postsynaptic activity
Attwell & Iadecola 2002, TINS.
• action potentials
at pre-synaptic cell
• release glutamate
• open ion-channels on
post-synaptic cell
• re-uptake of glutamate by
astrocytes triggers glucose
metabolism
➡
• pump ions out of cell again to restore ionic gradients
• uses energy (50-75% for glu re-uptake) and oxygen
How does the energy and oxygen need affect the regional
cerebral blood flow?
Blood f l o w might be d ire c tly
driven by excitatory postsynaptic
processes
Glutamatergic synapses:
Af e e d f o rw ar d system f o r eliciting
t h e BOLD signal?
Lauritzen 2005, Nat. Neurosci. Rev.
Forward c o n t r o l o f blood
f l o w
Peppiatt & Attwell, Nature 2004;
Zonta et al Nature Neurosci 2003;
Mulligan & MacVicar Nature 2004
Gordon et al Nature
2008
Three important questions
• Is the BOLD signal more strongly related to neuronal
action potentials or to local field potentials (LFP)?
• How does the BOLD signal reflect the energy
demands of the brain?
• What does a negative BOLD signal mean?
Shmuel et al. 2006, Nat.
Neurosci.
Negative BOLD is c o r r e l a t e d with
decreases in LFPs
positive BOLD negative BOLD
Impact o f inhibitory postsynaptic
p o te ntials (IPSPs) on blood f l o w
Lauritzen 2005, Nat. Neurosci. Rev.
Negative BOLD sig n a ls due t o IPSPs?
Lauritzen 2005, Nat. Neurosci. Rev.
From Stimulus t o Bold
action potentials at pre-synaptic cell
-> release glutamate
-> open ion-channels on post-synaptic cell
-> re-uptake of glutamate & pump ions out
of cell again
-> uses energy and oxygen
-> triggers blood vessel dilation
-> decrease ratio of deoxygenated/
oxygenated blood
-> decrease in paramagnetism
-> increase in T2*
-> increase in signal strength
-> more power to the SPM
Is this statistically significant?
The BOLD signal
• seems to be more strongly related to LFPs than to
spiking activity.
• seems to reflect a neuronal population’s input as well as its
intrinsic processing, and not its output.
Brief
Stimulus
Blood flow seems to be controlled in a forward fashion by
postsynaptic processes leading to the release of
vasodilators.
Negative BOLD signals may result from IPSPs.
Various drugs can interfere with the BOLD response.
Brief
Stimulus
blood
flow
blood
volume
oxygen
utilization
autoregulation
(vasodilation)
cerebrovascular structural lesions
disease (compression)
medications
hypoxia
anemia
smoking
hypercapnia
degenerative disease
volume status
anesthesia/sleep
BOLD
contrast
biophysical effects
P o t e n t i a l physiological i n f l u e n c e s on
BOLD

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BOLD SIGNAL PHYSIOLOGY

  • 3. Overview • Physics of BOLD signal - Magnetic fields and pulses - Magnetic properties of oxygen in blood • Physiology of BOLD signal - Correlations with other measures or neural activity - How neurons cause blood flow increases
  • 4. MRI Physics • Step 1: Place an object/subject in a big magnet • Step 2: Apply radio waves • Step 3: Measure emitted radio waves
  • 5. Step 1: Place su b je c t in a big magnet Protons have “spins” (like gyroscopes). They have an orientation and a frequency. When you put any material in an MRI scanner, the protons align with the direction of the magnetic field. Images:www.fmri4newbies.com B M
  • 6. Images:www.fmri4newbies.com Step 2: Apply radio waves When you apply radio waves (RF pulse) at the appropriate frequency (Larmor frequency), you can change the orientation of the spins as the protons absorb energy.
  • 7. Step 3a: Tu rn o f f radio waves T1 T2 After you turn off the RF pulse, as the protons return to their original orientations, they emit energy in the form of radio waves.
  • 8. Step 3b: Measure emitted radio waves (T1) T1 = time constant of how quickly the protons realign with the magnetic field fat has high signal bright CSF has low signal dark T1-WEIGHTEDANATOMICAL IMAGE Images: fmri4newbies.com T1 T2
  • 9. Step 3b: Measure emitted radio waves (T2 o r T2*) T2 = time constant of how quickly the protons emit energy when recovering to equilibrium T2-WEIGHTED ANATOMICAL IMAGE fat has low signal -> dark CSF has high signal -> bright Images: fmri4newbies.com T1 T2
  • 10. T2* weighted images • Two factors contribute to the decay of transverse magnetization: 1. molecular interactions 2. local inhomogeneities of the magnetic field (dephasing of spins) • The combined time constant is called T2* (<T2). • fMRI uses acquisition techniques (e.g. EPI) that are sensitive to changes in T2*.
  • 11. The g e n e r a l principle o f MRI • excite spins in static field by RF pulses & detect the emitted RF • use an acquisition technique that is sensitive to local differences in T1, T2 or T2* • construct a spatial image
  • 12. The Bold C o n t r a s t BOLD (Blood Oxygenation Level Dependent) contrast = measures inhomogeneities in the magnetic field due to changes in the level of O2 in the blood Oxygenated blood is diamagnetic -> no signal loss Deoxygenated blood is paramagnetic -> signal loss High ratio deoxy/ oxygenated blood -> fast decrease in MRI signal Low ratio deoxy/ oxygenated blood -> slow decrease in MRI signal Huettel, Song, McCarthy, 2004
  • 13. The BOLD c o n t r a s t Source: Jorge Jovicich, fMRIB Brief Introduction to fMRI  neural activity  ↑ blood flow  ↑ oxyhemoglobin  ↑ T2*  ↑ MR signal REST ACTIVITY
  • 14. Summary MRI Physics • Magnetic dipole moments of hydrogen nuclei align to magnetic field in scanner • RF pulse causes them to spin, in phase • Once pulse has stopped dipole moments realign to the magnetic field, dephasing as they do so • Dephasing takes various amounts of time, depending in part on inhomogeneities in magnetic field • Inhomogeneities are caused by variable ratio of deoxygenated : oxygenated blood • Assumption: activity in brain area lowers this ratio and thereby decreases speed of decay of MRI signal
  • 15. Overview • Physics of BOLD signal - Magnetic fields and pulses - Magnetic properties of oxygen in blood • Physiology of BOLD signal - Correlations with other measures or neural activity - How neurons cause blood flow increases
  • 16. Three important questions • Is the BOLD signal more strongly related to neuronal action potentials or to local field potentials (LFP)? • How does the BOLD signal reflect the energy demands of the brain? • What does a negative BOLD signal mean?
  • 17. Neurophysiological basis o f t h e BOLD signal: soma o r synapse?
  • 18. In early experiments comparing human BOLD signals and monkey electrophysiological data, BOLD signals were found to be correlated with action potentials. BOLD &action p o te ntials Heeger et al 2000, Nat. Neurosci. Rees et al. 2000, Nat. Neurosci. Red curve: “average firing rate in monkey V1, as a function of contrast, estimated from microelectrode recordings (333 neurons).”
  • 19. Logothetis et al., 2001, Nature Action p o te ntials vs. postsynaptic activity Local Field Potentials (LFP) • reflect summation of post-synaptic potentials Multi-Unit Activity (MUA) • reflects action potentials/spiking Logothetis et al. (2001) • combined BOLD fMRI and electrophysiological recordings • found that BOLD activity is more closely related to LFPs than MUA
  • 20. BOLD & LFPs Logothetis & Wandell 2004, Ann. Rev. Physiol. blue: LFP red: BOLD grey: predicted BOLD Brief Stimulus
  • 21. Thomsen et al. 2004, J. Physiol.  rCBF-increase can be independent from spiking activity, but seems to be always correlated to LFPs • GABAA antagonist picrotoxine increased spiking activity without increase in rCBF... • ... and without disturbing neurovascular coupling per se Lauritzen et al. 2003 Dissociation between action p o te ntials and rCBF
  • 22. C u r r e n t conclusion: BOLD signal seems t o be more s t r o n g l y c o r r e l a t e d t o postsynaptic activity BOLD seems to reflect the input to a neuronal population as well as its intrinsic processing. Lauritzen 2005, Nat. Neurosci. Rev.
  • 23. Three important questions • Is the BOLD signal more strongly related to neuronal action potentials or to local field potentials (LFP)? • How does the BOLD signal reflect the energy demands of the brain? • What does a negative BOLD signal mean?
  • 24. Is t h e BOLD signal driven by energy demands o r synaptic processes? synaptic activity  neuronal metabolism  neurovascular coupling D’Esposito et al. 2003 rCBF  deoxy-Hb/oxy-Hb  ? ?
  • 26. Energetic consequences o f postsynaptic activity Attwell & Iadecola 2002, TINS. • action potentials at pre-synaptic cell • release glutamate • open ion-channels on post-synaptic cell • re-uptake of glutamate by astrocytes triggers glucose metabolism ➡ • pump ions out of cell again to restore ionic gradients • uses energy (50-75% for glu re-uptake) and oxygen How does the energy and oxygen need affect the regional cerebral blood flow?
  • 27. Blood f l o w might be d ire c tly driven by excitatory postsynaptic processes
  • 28. Glutamatergic synapses: Af e e d f o rw ar d system f o r eliciting t h e BOLD signal? Lauritzen 2005, Nat. Neurosci. Rev.
  • 29. Forward c o n t r o l o f blood f l o w Peppiatt & Attwell, Nature 2004; Zonta et al Nature Neurosci 2003; Mulligan & MacVicar Nature 2004 Gordon et al Nature 2008
  • 30. Three important questions • Is the BOLD signal more strongly related to neuronal action potentials or to local field potentials (LFP)? • How does the BOLD signal reflect the energy demands of the brain? • What does a negative BOLD signal mean?
  • 31. Shmuel et al. 2006, Nat. Neurosci. Negative BOLD is c o r r e l a t e d with decreases in LFPs positive BOLD negative BOLD
  • 32. Impact o f inhibitory postsynaptic p o te ntials (IPSPs) on blood f l o w Lauritzen 2005, Nat. Neurosci. Rev.
  • 33. Negative BOLD sig n a ls due t o IPSPs? Lauritzen 2005, Nat. Neurosci. Rev.
  • 34. From Stimulus t o Bold action potentials at pre-synaptic cell -> release glutamate -> open ion-channels on post-synaptic cell -> re-uptake of glutamate & pump ions out of cell again -> uses energy and oxygen -> triggers blood vessel dilation -> decrease ratio of deoxygenated/ oxygenated blood -> decrease in paramagnetism -> increase in T2* -> increase in signal strength -> more power to the SPM Is this statistically significant?
  • 35. The BOLD signal • seems to be more strongly related to LFPs than to spiking activity. • seems to reflect a neuronal population’s input as well as its intrinsic processing, and not its output. Brief Stimulus
  • 36. Blood flow seems to be controlled in a forward fashion by postsynaptic processes leading to the release of vasodilators. Negative BOLD signals may result from IPSPs. Various drugs can interfere with the BOLD response. Brief Stimulus
  • 37. blood flow blood volume oxygen utilization autoregulation (vasodilation) cerebrovascular structural lesions disease (compression) medications hypoxia anemia smoking hypercapnia degenerative disease volume status anesthesia/sleep BOLD contrast biophysical effects P o t e n t i a l physiological i n f l u e n c e s on BOLD