What are we measuring in fMRI? Caroline Catmur Jack Kelly.
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Transcript of What are we measuring in fMRI? Caroline Catmur Jack Kelly.
What are we measuring in fMRI?
Caroline Catmur
Jack Kelly
In BOLD fMRI, we are measuring: the inhomogeneities introduced into the
magnetic field of the scanner… as a result of the changing ratio of
oxygenated:deoxygenated blood… via their effect on the rates of dephasing of
hydrogen nuclei.
Ehhh???
Physics: underlying principles
• Hydrogen nuclei (1H): positively charged particles which spin around their axes, producing a (small) magnetic field.
• MDM: magnetic dipole moment: vector of themagnetic field of the nucleus.
When placed in a uniform magnetic field, (conventionally indicated by the z axis), the particles’ MDMs align with or against the field. A small percentage more align with the field than against, proportional to the strength of the field, giving the particles a net magnetization.
• The MDMs also precess around the axis of the field, at a resonant frequency dependent on the strength of field and type of nucleus, eg 64MHz for 1H in a 1.5T field.
So what goes on in the scanner?
• Place the nuclei (ie the brain) in a uniform magnetic field (the scanner).
• The next step: apply an RF pulse, frequency equal to frequency of precession of the nuclei, normally at 90° to the magnetic field. This ‘tips’ the MDMs of those nuclei which have this frequency of precession, ie we only ‘tip’ the 1H nuclei.
• So, the MDMs of the 1H nuclei are now
at 90° to the main field, ie in the x/y plane.
• Terminate the RF pulse and the nuclei relax: their MDMs return to the original orientation in the z dimension, and the energy released during relaxation is what is measured by the receiver coil.
• Three different relaxation times of interest in MRI: T1, T2 and T2*.
Phase
• Before the RF pulse, all the MDMs precess at the same frequency but not in phase.
• After they’re tipped, all precess in phase. Can think of it as all MDMs movingtogether: this produces a strong signal in the x/y plane.
• Once the RF pulse ends, begin to dephase: start to cancel each other out and the signal decays.
• Two reasons for this dephasing: inhomogeneities in the magnetic field, and ‘spin-spin’ interactions between neighbouring nuclei.
• Possible to correct for dephasing due to inhomogeneities in the field by applying another RF pulse at 180° to the initial pulse. Known as a spin-echo sequence.
Back to those relaxation times
• T1 relaxation: time course for the MDMs to return to their original (z) orientation.
T2 relaxation: time course of the breakdown of the magnetization in the x/y plane due to spin-spin interactions.
• T2* relaxation: time course of the breakdown of the magnetization in the x/y plane due to variations in the magnetic field. The T2* processes can be refocused using a 180° spin-echo sequence, though the T2 processes will still remain.
• Different tissues have different T1 and T2 relaxation rates.
• T1-weighted scan: measure signal at time when relative difference (between tissue types) in amplitudes of MDMs in z dimension is maximum.
• T2-weighted scan: measure at time when relative difference in amplitudes of MDMs in x/y plane is maximum.
• To get these different scans, change time between RF-pulse and measurement (TE), and between successive RF pulses (TR).
But why do we need to know all this?
• BOLD (blood oxygenation level dependent) contrast: measures inhomogeneities in the magnetic field due to changes in the level of oxygen in the blood. So it’s a T2* contrast.
• Oxygenated blood contains oxyhaemoglobin: red blood cells with O2 molecule attached. Not magnetic.
• Deoxygenated blood: deoxyhaemoglobin: red blood cells without O2. Magnetic.
• So if ratio deoxygenated:oxygenated blood is high, increases inhomogeneities in the magnetic field faster breakdown of magnetism in x/y plane (T2* relaxation) decrease in fMRI signal.
• If ratio oxygenated:deoxygenated is high, slower T2* relaxation less decrease in signal.
• So we can use the change in fMRI signal to infer the relative oxygenation of the blood.
So how do we get the actual information?
• Spatial localisation: ‘gradients’. Small magnetic field gradients (eg 30 mT/m) superimposed onto the main static magnetic field.
• Remember that the resonant frequency for a nucleus in a magnetic field depends on the field strength.
• So, differences in the resonance frequencies encode the positions of the nuclei along the gradient field.
• Switching the small gradients on and off is noisy!• Receiving the information: the RF coil both transmits and
receives. A volume coil images any part of the brain; a surface coil gives better images, but only for the nearest part of the brain, due to distortions. A phased array coil is a series of surface coils.
fMRI – neurophysiology
fMRI
Outline:
• What is BOLD?
• Correlation of BOLD with electrophys.
• How neurons cause CBF increases
• Localising BOLD
• Summation of BOLD
• Implications for cognitive studies
BOLD and MRI
• BOLD = Blood Oxygenation Level Dependent
• functional Magnetic Resonance Imaging
• Deoxyhemoglobin is paramagnetic and produces a reduced signal, oxyhemoglobin is weakly dimagnetic and doesn’t reduce the signal.
BOLD and Cerebral Blood Flow
BOLD and electro-physiology: correlation
Same area in V1 of cat, Kim DS (2004)
BOLD and electro-physiology: correlation
Single unit recording, cat V1, Kim 2004
What causes BOLD?
• The purpose of the increase in blood oxygenation is to feed neurons…
• …so, what makes a neuron hungry?
• (neurons can’t store much energy)
Vascular density
• Vascular density is proportional to synaptic density, not soma density
Hungry brainsWhite matter uses ¼ the energy of grey matter per unit volume
Attwell & Iadecola 2002
62% of mitochondria are in dendrites
Regulation of blood flow
Regulation of blood flow
• Is it feedback or feed forward?
Activity Uses energy
Vascular system must supply more energy
ActivityDirectly commands more blood flow
Regulation of blood flow
• Feedforward!
ActivityDirectly commands more blood flow
• Energy use does not directly increase blood flow…•…so how does tell CBF to increase?
Feed forward pro-active control
Monoamines and blood flow
• DA, NA and 5HT = vasoconstriction
• Cholinergic axons from BF = vasodilation
• This complicates neuropsychiatric studies
• e.g. schizophrenia, PD, ADHD
Localising fMRI
Cat scanner (!); Kim 2004
Correlation of BOLD and single unit
Kim 2004
Summation of BOLDBOLD
LFP
Single unit
Comparing different areas
• Different vasculature
• Different neuromodulatory control
• Different circuitry
• BOLD [X] > BOLD [Y] does not mean NEURAL ACTIVITY [X] > ACTIVITY [Y]
Comparing different subjects
What BOLD does not measure
• The output of an area
• Comparisons of activity between areas
• GABA ??????
What does contribute to BOLD
• Synaptic activity
• Local processing
• Sub-threshold neuromodulatory inputs
What does a blob in area X mean?
• X has changed its local activity
• Change of modulatory inputs arriving at X
• Change of inputs arriving at X
• (beware: the areas giving rise to the inputs to X may not produce a BOLD signal if their local synaptic activity levels remain constant)
References• Logothetis NK & Wandell BA (2004) Interpreting the BOLD signal Annu. Rev. Physiol
66:735-69
• Attwell D & Iadecola C (2002) The neural basis of functional brain imaging signals Trends in Neurosciences 25:621-625
• Kim DS et al (2004) Spatial relationship between neuronal activity and BOLD functional MRI NeuroImage 21:876-885