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fMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism • Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex 12:225 (2002)
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FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

Dec 20, 2015

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Page 1: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

fMRI: Biological Basis and Experiment DesignLecture 3

• Cell metabolism• Vascular architecture• Blood flow regulation

Harrison, Harel et al., Cerebral Cortex 12:225 (2002)

Page 2: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

Oxidative vs. anaerobic metabolism

http://personal.nbnet.nb.ca/trevgall/biology/

Non-oxidative (glycolysis)

TCA

Nucleus

mitochondrion

Oxidative (16 times more ATP)

glc glc

pyr

lac

Page 3: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

Fox and Raichle

• Surprise finding suggests that neuronal activity elicits anaerobic metabolism

Fox and Raichle, 1986: CBF >> CMRO2

CBF CMRO2 OEF

Page 4: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

The Magistretti Hypothesis

• Astrocytes anaerobically metabolize glucose to lactate• Neurons aerobically metabolize lactate/pyruvate

Magistretti (2000) Brain Research 886:108

Page 5: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

Capillary pre-capillary arteriole endothelium

endothelium

sm muscle

Neurons and astrocytes are cells

Astrocyte

Neuron

2 LAC + 2 ATP

TCA

glucose

2 LAC + 2 ATP

TCA

glucose

32 ATP 32 ATP

Page 6: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

Capillary pre-capillary arteriole endothelium

endothelium

sm muscle

Magistretti hypothesis: an explanation for Fox and Raichle

Astrocyte

Neuron

2 LAC + 2 ATP

TCA

glucose

2 LAC + 2 ATP

TCA

glucose

32 ATP

Page 7: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

Metabolism in astrocytes and neurons

Pellerin: put back in an arrow that went missing (too much disagreement about what role lactate plays for neurons)Attwell & Laughlin

(2001). JCBFM 21: 1133-1145.

Continued debate about whether (approximately) stoichiometric coupling indicates that glucose uptake is driven by glutamate cycling

Continued debate about compartmentalization of oxidative and non-oxidative metabolism in neurons and glia

Page 8: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

Evidence for compartmentalization of metabolism

• Kasischke, K. A., Vishwasrao, H. D., Fisher, P. J., Zipfel, W. R. & Webb, W. W. (2004). Neural activity triggers neuronal oxidative metabolism followed by astrocytic glycolysis. Science, 305, 99-103.

Mintun, Vlassenko, Rundle, Raichle (2004). Increased lactate/pyruvate ratio augments blood flow in physiologically activated human brain. PNAS, 101 (2), 659-664.

Page 9: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

Brains are not muscles

Pediatric patient (with fungal infection of liver)Adult (showing scar tissue following hernia repair)

18-FDG PET images from Abouzied et al. (2005). J. Nuc. Med. Tech. 33(3):145

Page 10: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

Capillary pre-capillary arteriole endothelium

endothelium

sm muscle

Neurovascular coupling: why energy budgets and oxidative metabolism matter

Astrocyte: Inc Ca++, uptake of glutamate --> (release of NO, EET), increased glucose metabolism (non-oxydative)?

Interneuron - inc Ca++even w/o spikes - release of NO, EETs … --> dilation - release of NPY, SOM(?) --> contstriction - inc. glc metabolism?

Neuron - inc Ca++ when spiking - release of NO, EETs … - inc. glc metabolism (oxidative)?

propagation of dilatory signals

autoregulation

Page 11: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

Harrison, Harel et al., Cerebral Cortex 12:225 (2002)

Page 12: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

Harrison, Harel et al., Cerebral Cortex 12:225 (2002)

100m

Page 13: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

50m

Page 14: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

On the scale of a voxel

• Blood is supplied to and drained from the cortex by the pial network

– ~100 – 500 micron diameter

• ~half the blood volume is in intracortical veins and arteries (2% gray matter vol.)

– ~10 – 50 micron diameter– diameter depends on depth

• ~half the blood volume is in the capillary network (2% gray matter vol.)

– ~8 micron diameter– density correlates with neural demand

• White matter is supplied by transcortical arteries and veins

Human temporal cortex

Reina de la Torre et al (1998) Anatomical Record

251:87

375 m

Page 15: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

The Plumbers and the Electricians

• There is no such thing as constant flow– Pulse– Vasculature is highly responsive; can autoregulate

• The vascular network is not a fixed entity– Flow can switch directions in small vessels and capillaries– Capillaries can grow to match metabolic demand

• Bottom-up regulation is more practical than top-down

5m

Page 16: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

Balloon Model, Part I: CBF and CBV

• CBF = cerebral blood flow– increased CBF increases signal strength

• CBV = cerebral blood volume– increased venous blood volume decreases signal strength

Fout(t)Fin(t)

Page 17: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.
Page 18: FMRI: Biological Basis and Experiment Design Lecture 3 Cell metabolism Vascular architecture Blood flow regulation Harrison, Harel et al., Cerebral Cortex.

Filling the balloon

Fout(t)Fin(t)

( ))()(1)(

0

tFtFdt

tdvoutin −=

τ ⎥⎦⎤

⎢⎣⎡ −−≅ α

ττ 1

)()()()( tvtFtFtF inv

oinout

where τ0 is mean transit time through balloon, resting stateτv is mean transit time through expanded balloonv(t) is volume of balloon