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Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center
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Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Jan 04, 2016

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Page 1: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Neuronal Activity & Hemodynamics

John VanMeter, Ph.D.

Center for Functional and Molecular ImagingGeorgetown University Medical Center

Page 2: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Outline

• BOLD contrast fMRI conceptually• Relationship between BOLD contrast and

hemodynamics • Cellular energy processes• Properties of the vasculature and blood flow• History of BOLD contrast• Relationship between neuronal glucose

metabolism and blood flow• Theories about properties of BOLD contrast

mechanisms

Page 3: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

BOLD Contrast fMRI

• BOLD = Blood Oxygen Level Dependent contrast method

• Fundamentally BOLD contrast is an indirect measure of blood flow

• BOLD contrast as a measure of neuronal activity relies on:– Properties of the blood (deoxygenated

hemoglobin concentration)– Relationship between blood flow and

neuronal activity

Page 4: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Basic Model of Relationship Between BOLD fMRI & Neuronal Activity

Page 5: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Neuron

Page 6: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Neuronal Activity

• Integrative Activity– “Sum” of inputs at dendrites and/or soma

(cell body)

• Signaling Activity– Output from integrative activity resulting in

signal transmission – Action Potential generates wave of

depolarization down axon resulting in influx of Ca2+

– Subsequent release of neurotransmitter into synaptic cleft

Page 7: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Neurotransmitter Release

Page 8: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Brain Energy Budget(Rat Gray Matter)

• Majority of energy used by brain related to integrative and signaling done in neurons

• Thus, measures of energy consumption indicative of neuronal activity

Page 9: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Cerebral Metabolism

• fMRI cannot measure changes at the level of individual neurons

• Functional imaging techniques fundamentally rely on measures of neuronal energy components– Glucose– Oxygen

Page 10: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Nitty Gritty Details of Cellular Energy

• ATP - adenosine triphosphate basic unit of cellular energy

• Contains 3 phosphate groups• Hydrolysis

– Energy is released when a phosphate group is removed by insertion of a water molecule

• ATP produced from glucose (and pyruvate)

Page 11: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

ATP from GlucoseAerobic Metabolism

• Three step process– Glycolysis

• Glucose molecule is broken down in the cell resulting in pyruvate

• 2 ATP consumed, 4 ATP produced = net increase +2 ATP

– TCA cycle (aka Krebs cycle)• Oxygen (2 molecules) extracted from hemoglobin

to oxidize pryuvate

– Electron transport chain• Ultimate output of +34 ATP molecules

Page 12: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

ATP from Glucose Anaerobic Metabolism

• Glycolysis still occurs• Pyruvate is reduced to lactate• Fast source of ATP but inefficient

– 100 times faster than aerobic glycolysis

– Only get 2 ATP molecules!

Page 13: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.
Page 14: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Oxygen-to-Glucose Index (OGI)

• Aerobic processing uses 6 molecules of oxygen for every 1 molecule of glucose

• Empirical measurements at rest have shown OGI to be 5.5:1

• Implies most metabolism in neurons is aerobic but a small portion is anaerobic

Page 15: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Delivery of Glucose & Oxygen

• Vascular system (blood supply) is used to delivery basic components of cellular energy

• fMRI measures changes in the oxygenated state of hemoglobin

fMRI intimately linked to vascular system

Page 16: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Components of Vasculature

• Arteries, arterioles, capillaries delivery oxygenated (oxy) blood and glucose to cells

• Veins carry waste and deoxygenated (de-oxy) blood back to the heart

• Oxygen & glucose extraction occurs at surface of capillaries

Page 17: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Arteries & Veins of the Brain

Page 18: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Major Arteries & Veins

Page 19: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.
Page 20: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.
Page 21: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.
Page 22: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Blood Flow

• Increase in neuronal activity supported by increase in blood flow

• Rate varies due to vessel diameter, blood pressure, density of red blood cells, amount of O2 and CO2

– 40 cm/s in internal carotid– 10-250 mm/s in smaller arteries– 1 mm/s in capillaries

Page 23: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Blood Flow

• Blood flow is volume of blood delivered per unit of time

• Proportional to blood pressure difference at either end of the blood vessel divided by resistance

• Resistance determined by vessel radius• Small changes in vessel diameter

results in major changes in flow• Flow controlled in part by resistance in

vessels

Page 24: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Stimulation, Arteriole Dilation, Blood Velocity, Blood Pressure

• Stimulation results in dilation

• Increasing velocity of blood

• But blood pressure remains constant

Page 25: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Vasodilation Spatial Extent

• Winn, et al. localized neurons activated by stimulation by measuring changes in field potentials

• Changes in vasodilation are localized

Page 26: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Spatial Extent of Vasodilation

Page 27: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Why is Spatial Extent of Vasodilation Important?

• Ultimately the area over which the vasculature changes in response to neuronal activity determines spatial specificity of blood flow changes and thus a lower bound on spatial resolution for fMRI

BOLD fMRI is limited to ~1-2mm of spatial resolution

Page 28: Neuronal Activity & Hemodynamics John VanMeter, Ph.D. Center for Functional and Molecular Imaging Georgetown University Medical Center.

Summary

• fMRI BOLD signal arises from increase in blood flow

• Blood flow is primary means for delivering oxygen and glucose to neurons for production of energy

• Aerobic and anaerobic glycolysis implies different amounts of ATP (energy) production and oxygen requirements