Abstract
A key goal in functional neuroimaging is to use signals that are related to local changes in metabolism and blood flow to track the neuronal correlates of mental activity. Recent findings indicate that the dendritic processing of excitatory synaptic inputs correlates more closely than the generation of spikes with brain imaging signals. The correlation is often nonlinear and context-sensitive, and cannot be generalized for every condition or brain region. The vascular signals are mainly produced by increases in intracellular calcium in neurons and possibly astrocytes, which activate important enzymes that produce vasodilators to generate increments in flow and the positive blood oxygen level dependent signal. Our understanding of the cellular mechanisms of functional imaging signals places constraints on the interpretation of the data.
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References
Heeger, D. J., Huk, A. C., Geisler, W. S. & Albrecht, D. G. Spikes versus BOLD: what does neuroimaging tell us about neuronal activity? Nature Neurosci. 3, 631–633 (2000).
Rees, G., Friston, K. & Koch, C. A direct quantitative relationship between the functional properties of human and macaque V5. Nature Neurosci. 3, 716–723 (2000).
Rose, J. E. & Mountcastle, V. B. Activity of single neurons in the tactile thalamic region of the cat in response to a transient peripheral stimulus. Bull. Johns Hopkins Hosp. 94, 238–282 (1954).
Mountcastle, V. B. Modality and topographic properties of single neurons of cat's somatic sensory cortex. J. Neurophysiol. 20, 408–434 (1957).
Hubel, D. H. & Wiesel, T. N. Receptive fields of single neurones in the cat's striate cortex. J. Physiol. (Lond.) 148, 574–591 (1959).
Wiesel, T. N. & Hubel, D. H. Comparison of the effects of unilateral and bilateral eye closure on cortical unit responses in kittens. J. Neurophysiol. 28, 1029–1040 (1965).
Mathiesen, C., Caesar, K., Akgoren, N. & Lauritzen, M. Modification of activity-dependent increases of cerebral blood flow by excitatory synaptic activity and spikes in rat cerebellar cortex. J. Physiol. (Lond.) 512, 555–566 (1998).
Logothetis, N. K., Pauls, J., Augath, M., Trinath, T. & Oeltermann, A. Neurophysiological investigation of the basis of the fMRI signal. Nature 412, 150–157 (2001).
Kayser, C., Kim, M., Ugurbil, K., Kim, D. S. & Konig, P. A comparison of hemodynamic and neural responses in cat visual cortex using complex stimuli. Cereb. Cortex 14, 881–891 (2004).
Thomsen, K., Offenhauser, N. & Lauritzen, M. Principle neuron spiking: neither necessary nor sufficient for cerebral blood flow at rest or during activation in rat cerebellum. J. Physiol. (Lond.) 560, 181–189 (2004).
Shulman, R. G., Hyder, F. & Rothman, D. L. Cerebral energetics and the glycogen shunt: neurochemical basis of functional imaging. Proc. Natl Acad. Sci. USA 98, 6417–6422 (2001).
Bonvento, G., Sibson, N. & Pellerin, L. Does glutamate image your thoughts? Trends Neurosci. 25, 359–364 (2002).
Attwell, D. & Iadecola, C. The neural basis of functional brain imaging signals. Trends Neurosci. 25, 621–625 (2002).
Busija, D. W. & Leffler, C. W. Dilator effects of amino acid neurotransmitters on piglet pial arterioles. Am. J. Physiol. 257, H1200–H1203 (1989).
Faraci, F. M. & Breese, K. R. Nitric oxide mediates vasodilatation in response to activation of N-methyl-D-aspartate receptors in brain. Circ. Res. 72, 476–480 (1993).
Faraci, F. M., Breese, K. R. & Heistad, D. D. Responses of cerebral arterioles to kainate. Stroke 25, 2080–2083 (1994).
Nakai, M. & Maeda, M. Systemic and regional haemodynamic responses elicited by microinjection of N-methyl-D-aspartate into the lateral periaqueductal gray matter in anaesthetized rats. Neuroscience 58, 777–783 (1994).
Alkayed, N. J. et al. Role of P-450 arachidonic acid epoxygenase in the response of cerebral blood flow to glutamate in rats. Stroke 28, 1066–1072 (1997).
Forman, S. D. et al. Simultaneous glutamate and perfusion fMRI responses to regional brain stimulation. J. Cereb. Blood Flow Metab. 18, 1064–1070 (1998).
Harder, D. R., Alkayed, N. J., Lange, A. R., Gebremedhin, D. & Roman, R. J. Functional hyperemia in the brain: hypothesis for astrocyte-derived vasodilator metabolites. Stroke 29, 229–234 (1998).
Yang, G. & Iadecola, C. Activation of cerebellar climbing fibers increases cerebellar blood flow: role of glutamate receptors, nitric oxide, and cGMP. Stroke 29, 499–507 (1998).
Nielsen, A. & Lauritzen, M. Coupling and uncoupling of activity-dependent increases of neuronal activity and blood flow in rat somatosensory cortex. J. Physiol. (Lond.) 533, 773–785 (2001).
Kida, I., Hyder, F. & Behar, K. L. Inhibition of voltage-dependent sodium channels suppresses the functional magnetic resonance imaging response to forepaw somatosensory activation in the rodent. J. Cereb. Blood Flow Metab. 21, 585–591 (2001).
Sokoloff, L. Relationships among local functional activity, energy metabolism, and blood flow in the central nervous system. Fed. Proc. 40, 2311–2316 (1981).
Lou, H. C., Edvinsson, L. & MacKenzie, E. T. The concept of coupling blood flow to brain function: revision required? Ann. Neurol. 22, 289–297 (1987).
Lassen, N. A. in Brain Work and Mental Activity (eds Lassen, N. A., Ingvar, D. H., Raichle, M. E. & Friberg, L.) 68–79 (Munksgaard, Copenhagen, 1991).
Kuschinsky, W. & Wahl, M. Local chemical and neurogenic regulation of cerebral vascular resistance. Physiol. Rev. 58, 656–689 (1978).
Paulson, O. B. & Newman, E. A. Does the release of potassium from astrocyte endfeet regulate cerebral blood flow? Science 237, 896–898 (1987).
Astrup, J. et al. in Cerebral Vascular Smooth Muscle and its Control (eds Elliott, K. & O'Connor, M.) 313–337 (Elsevier, New York, 1978).
Iadecola, C. & Kraig, R. P. Focal elevations in neocortical interstitial K+ produced by stimulation of the fastigial nucleus in rat. Brain Res. 563, 273–277 (1991).
Caesar, K., Akgoren, N., Mathiesen, C. & Lauritzen, M. Modification of activity-dependent increases in cerebellar blood flow by extracellular potassium in anaesthetized rats. J. Physiol. (Lond.) 520, 281–292 (1999).
Niwa, K., Lindauer, U., Villringer, A. & Dirnagl, U. Blockade of nitric oxide synthesis in rats strongly attenuates the CBF response to extracellular acidosis. J. Cereb. Blood Flow Metab. 13, 535–539 (1993).
Dreier, J. P. et al. Nitric oxide modulates the CBF response to increased extracellular potassium. J. Cereb. Blood Flow Metab. 15, 914–919 (1995).
Faraci, F. M. & Brian, J. E. Nitric oxide and the cerebral circulation. Stroke 25, 692–703 (1994).
Akgoren, N., Fabricius, M. & Lauritzen, M. Importance of nitric oxide for local increases of blood flow in rat cerebellar cortex during electrical stimulation. Proc. Natl Acad. Sci. USA 91, 5903–5907 (1994).
Irikura, K., Maynard, K. I. & Moskowitz, M. A. Importance of nitric oxide synthase inhibition to the attenuated vascular responses induced by topical L-nitroarginine during vibrissal stimulation. J. Cereb. Blood Flow Metab. 14, 45–48 (1994).
Li, J. & Iadecola, C. Nitric oxide and adenosine mediate vasodilation during functional activation in cerebellar cortex. Neuropharmacology 33, 1453–1461 (1994).
Kaufmann, W. E., Worley, P. F., Pegg, J., Bremer, M. & Isakson, P. COX-2, a synaptically induced enzyme, is expressed by excitatory neurons at postsynaptic sites in rat cerebral cortex. Proc. Natl Acad. Sci. USA 93, 2317–2321 (1996).
Lindauer, U., Megow, D., Matsuda, H. & Dirnagl, U. Nitric oxide: a modulator, but not a mediator, of neurovascular coupling in rat somatosensory cortex. Am. J. Physiol. 277, H799–H811 (1999).
Cholet, N., Bonvento, G. & Seylaz, J. Effect of neuronal NO synthase inhibition on the cerebral vasodilatory response to somatosensory stimulation. Brain Res. 708, 197–200 (1996).
Niwa, K., Araki, E., Morham, S. G., Ross, M. E. & Iadecola, C. Cyclooxygenase-2 contributes to functional hyperemia in whisker-barrel cortex. J. Neurosci. 20, 763–770 (2000).
Peng, X. et al. Suppression of cortical functional hyperemia to vibrissal stimulation in the rat by epoxygenase inhibitors. Am. J. Physiol. Heart Circ. Physiol. 283, H2029–H2037 (2002).
Iadecola, C. Neurovascular regulation in the normal brain and in Alzheimer's disease. Nature Rev. Neurosci. 5, 347–360 (2004).
Zonta, M. et al. Neuron-to-astrocyte signaling is central to the dynamic control of brain microcirculation. Nature Neurosci. 6, 43–50 (2003).
Anderson, C. M. & Nedergaard, M. Astrocyte-mediated control of cerebral microcirculation. Trends Neurosci. 26, 340–344 (2003).
Akgoren, N., Mathiesen, C., Rubin, I. & Lauritzen, M. Laminar analysis of activity-dependent increases of CBF in rat cerebellar cortex: dependence on synaptic strength. Am. J. Physiol. 273, H1166–H1176 (1997).
Dirnagl, U., Niwa, K., Lindauer, U. & Villringer, A. Coupling of cerebral blood flow to neuronal activation: role of adenosine and nitric oxide. Am. J. Physiol. 267, H296–H301 (1994).
Fabricius, M. & Lauritzen, M. Examination of the role of nitric oxide for the hypercapnic rise of cerebral blood flow in rats. Am. J. Physiol. 266, H1457–H1464 (1994).
Berne, R. M., Knabb, R. M., Ely, S. W. & Rubio, R. Adenosine in the local regulation of blood flow: a brief overview. Fed. Proc. 42, 3136–3142 (1983).
Phillis, J. W. Adenosine in the control of the cerebral circulation. Cerebrovasc. Brain Metab. Rev. 1, 26–54 (1989).
Northington, F. J., Matherne, G. P., Coleman, S. D. & Berne, R. M. Sciatic nerve stimulation does not increase endogenous adenosine production in sensory-motor cortex. J. Cereb. Blood Flow Metab. 12, 835–843 (1992).
Cauli, B. et al. Cortical GABA interneurons in neurovascular coupling: relays for subcortical vasoactive pathways. J. Neurosci. 24, 8940–8949 (2004).
Creutzfeldt, O. in Brain Work: The Coupling of Function, Metabolism and Blood Flow in the Brain (eds Ingvar, D. H. & Lassen, N. A.) 21–47 (Munksgaard, Copenhagen, 1975).
Scannell, J. W. & Young, M. P. Neuronal population activity and functional imaging. Proc. R. Soc. Lond. B 266, 875–881 (1999).
Friston, K. Functional integration and inference in the brain. Prog. Neurobiol. 68, 113–143 (2002).
Horwitz, B. The elusive concept of brain connectivity. Neuroimage 19, 466–470 (2003).
Lee, L., Harrison, L. M. & Mechelli, A. A report of the functional connectivity workshop, Dusseldorf 2002. Neuroimage 19, 457–465 (2003).
Smith, A. J. et al. Cerebral energetics and spiking frequency: the neurophysiological basis of fMRI. Proc. Natl Acad. Sci. USA 99, 10765–10770 (2002).
Hyder, F., Rothman, D. L. & Shulman, R. G. Total neuroenergetics support localized brain activity: implications for the interpretation of fMRI. Proc. Natl Acad. Sci. USA 99, 10771–10776 (2002).
Tsubokawa, T. et al. Changes in local cerebral blood flow and neuronal activity during sensory stimulation in normal and sympathectomized cats. Brain Res. 190, 51–64 (1980).
Lauritzen, M. Relationship of spikes, synaptic activity, and local changes of cerebral blood flow. J. Cereb. Blood Flow Metab. 21, 1367–1383 (2001).
Caesar, K., Gold, L. & Lauritzen, M. Context sensitivity of activity-dependent increases in cerebral blood flow. Proc. Natl Acad. Sci. USA 100, 4239 (2003).
Enager, P., Gold, L. & Lauritzen, M. Impaired neurovascular coupling by transhemispheric diaschisis in rat cerebral cortex. J. Cereb. Blood Flow Metab. 24, 713–719 (2004).
Yang, G., Huard, J. M., Beitz, A. J., Ross, M. E. & Iadecola, C. Stellate neurons mediate functional hyperemia in the cerebellar molecular layer. J. Neurosci. 20, 6968–6973 (2000).
Gold, L. & Lauritzen, M. Neuronal deactivation explains decreased cerebellar blood flow in response to focal cerebral ischemia or suppressed neocortical function. Proc. Natl Acad. Sci. USA 99, 7699–7704 (2002).
Narayan, S. M., Esfahani, P., Blood, A. J., Sikkens, L. & Toga, A. W. Functional increases in cerebral blood volume over somatosensory cortex. J. Cereb. Blood Flow Metab. 15, 754–765 (1995).
Disbrow, E. A., Slutsky, D. A., Roberts, T. P. & Krubitzer, L. A. Functional MRI at 1.5 tesla: a comparison of the blood oxygenation level-dependent signal and electrophysiology. Proc. Natl Acad. Sci. USA 97, 9718–9723 (2000).
Harrison, R. V., Harel, N., Panesar, J. & Mount, R. J. Blood capillary distribution correlates with hemodynamic-based functional imaging in cerebral cortex. Cereb. Cortex 12, 225–233 (2002).
Llinas, R. R. The intrinsic electrophysiological properties of mammalian neurons: insights into central nervous system function. Science 242, 1654–1664 (1988).
Midtgaard, J. Processing of information from different sources: spatial synaptic integration in the dendrites of vertebrate CNS neurons. Trends Neurosci. 17, 166–173 (1994).
Hausser, M., Spruston, N. & Stuart, G. J. Diversity and dynamics of dendritic signaling. Science 290, 739–744 (2000).
Migliore, M. & Shepherd, G. M. Emerging rules for the distributions of active dendritic conductances. Nature Rev. Neurosci. 3, 362–370 (2002).
Nicholson, C. Theoretical analysis of field potentials in anisotropic ensembles of neuronal elements. IEEE Trans. Biomed. Eng. 20, 278–288 (1973).
Bullock, T. H. Signals and signs in the nervous system: the dynamic anatomy of electrical activity is probably information-rich. Proc. Natl Acad. Sci. USA 94, 1–6 (1997).
Mathiesen, C., Caesar, K. & Lauritzen, M. Temporal coupling between neuronal activity and blood flow in rat cerebellar cortex as indicated by field potential analysis. J. Physiol. (Lond.) 523, 235–246 (2000).
Ngai, A. C., Jolley, M. A., D'Ambrosio, R., Meno, J. R. & Winn, H. R. Frequency-dependent changes in cerebral blood flow and evoked potentials during somatosensory stimulation in the rat. Brain Res. 837, 221–228 (1999).
Leniger-Follert, E. & Hossmann, K. A. Simultaneous measurements of microflow and evoked potentials in the somatomotor cortex of the cat brain during specific sensory activation. Pflugers Arch. 380, 85–89 (1979).
Ureshi, M., Matsuura, T. & Kanno, I. Stimulus frequency dependence of the linear relationship between local cerebral blood flow and field potential evoked by activation of rat somatosensory cortex. Neurosci. Res. 48, 147–153 (2004).
Brinker, G. et al. Simultaneous recording of evoked potentials and T2*-weighted MR images during somatosensory stimulation of rat. Magn. Reson. Med. 41, 469–473 (1999).
Arthurs, O. J. & Boniface, S. J. What aspect of the fMRI BOLD signal best reflects the underlying electrophysiology in human somatosensory cortex? Clin. Neurophysiol. 114, 1203–1209 (2003).
Ances, B. M., Zarahn, E., Greenberg, J. H. & Detre, J. A. Coupling of neural activation to blood flow in the somatosensory cortex of rats is time-intensity separable, but not linear. J. Cereb. Blood Flow Metab. 20, 921–930 (2000).
Jones, M., Hewson-Stoate, N., Martindale, J., Redgrave, P. & Mayhew, J. Nonlinear coupling of neural activity and CBF in rodent barrel cortex. Neuroimage 22, 956–965 (2004).
Devor, A. et al. Coupling of total hemoglobin concentration, oxygenation, and neural activity in rat somatosensory cortex. Neuron 39, 353–359 (2003).
Sheth, S. A. et al. Linear and nonlinear relationships between neuronal activity, oxygen metabolism, and hemodynamic responses. Neuron 42, 347–355 (2004).
Nemoto, M. et al. Functional signal- and paradigm-dependent linear relationships between synaptic activity and hemodynamic responses in rat somatosensory cortex. J. Neurosci. 24, 3850–3861 (2004).
Saad, Z. S., Ropella, K. M., DeYoe, E. A. & Bandettini, P. A. The spatial extent of the BOLD response. Neuroimage 19, 132–144 (2003).
Blood, A. J. & Toga, A. W. Optical intrinsic signal imaging responses are modulated in rodent somatosensory cortex during simultaneous whisker and forelimb stimulation. J. Cereb. Blood Flow Metab. 18, 968–977 (1998).
Cannestra, A. F., Pouratian, N., Shomer, M. H. & Toga, A. W. Refractory periods observed by intrinsic signal and fluorescent dye imaging. J. Neurophysiol. 80, 1522–1532 (1998).
Ogawa, S. et al. An approach to probe some neural systems interaction by functional MRI at neural time scale down to milliseconds. Proc. Natl Acad. Sci. USA 97, 11026–11031 (2000).
Ances, B. M., Greenberg, J. H. & Detre, J. A. Effects of variations in interstimulus interval on activation-flow coupling response and somatosensory evoked potentials with forepaw stimulation in the rat. J. Cereb. Blood Flow Metab. 20, 290–297 (2000).
Midtgaard, J., Lasser-Ross, N. & Ross, W. N. Spatial distribution of Ca2+ influx in turtle Purkinje cell dendrites in vitro: role of a transient outward current. J. Neurophysiol. 70, 2455–2469 (1993).
Denk, W., Sugimori, M. & Llinas, R. Two types of calcium response limited to single spines in cerebellar Purkinje cells. Proc. Natl Acad. Sci. USA 92, 8279–8282 (1995).
Segal, M. Fast imaging of [Ca]i reveals presence of voltage-gated calcium channels in dendritic spines of cultured hippocampal neurons. J. Neurophysiol. 74, 484–488 (1995).
Tsay, D. & Yuste, R. On the electrical function of dendritic spines. Trends Neurosci. 27, 77–83 (2004).
Hounsgaard, J. & Midtgaard, J. Synaptic control of excitability in turtle cerebellar Purkinje cells. J. Physiol. (Lond.) 409, 157–170 (1989).
Zhang, E. T. et al. Prepro-vasoactive intestinal polypeptide-derived peptide sequences in cerebral blood vessels of rats: on the functional anatomy of metabolic autoregulation. J. Cereb. Blood Flow Metab. 11, 932–938 (1991).
Southam, E., Morris, R. & Garthwaite, J. Sources and targets of nitric oxide in rat cerebellum. Neurosci. Lett. 137, 241–244 (1992).
Porter, J. T. et al. Properties of bipolar VIPergic interneurons and their excitation by pyramidal neurons in the rat neocortex. Eur. J. Neurosci. 10, 3617–3628 (1998).
Vaucher, E., Tong, X. K., Cholet, N., Lantin, S. & Hamel, E. GABA neurons provide a rich input to microvessels but not nitric oxide neurons in the rat cerebral cortex: a means for direct regulation of local cerebral blood flow. J. Comp. Neurol. 421, 161–171 (2000).
Hamel, E. Cholinergic modulation of the cortical microvascular bed. Prog. Brain Res. 145, 171–178 (2004).
Caesar, K., Thomsen, K. & Lauritzen, M. Dissociation of spikes, synaptic activity, and activity-dependent increments in rat cerebellar blood flow by tonic synaptic inhibition. Proc. Natl Acad. Sci. USA 100, 16000–16005 (2003).
Callaway, J. C., Lasser-Ross, N. & Ross, W. N. IPSPs strongly inhibit climbing fiber-activated [Ca2+]i increases in the dendrites of cerebellar Purkinje neurons. J. Neurosci. 15, 2777–2787 (1995).
Tsubokawa, H. & Ross, W. N. IPSPs modulate spike backpropagation and associated [Ca2+]i changes in the dendrites of hippocampal CA1 pyramidal neurons. J. Neurophysiol. 76, 2896–2906 (1996).
Heinemann, U. & Pumain, R. Extracellular calcium activity changes in cat sensorimotor cortex induced by iontophoretic application of aminoacids. Exp. Brain Res. 40, 247–250 (1980).
Sancesario, G. et al. Nitrergic neurons make synapses on dual-input dendritic spines of neurons in the cerebral cortex and the striatum of the rat: implication for a postsynaptic action of nitric oxide. Neuroscience 99, 627–642 (2000).
Burette, A., Zabel, U., Weinberg, R. J., Schmidt, H. H. & Valtschanoff, J. G. Synaptic localization of nitric oxide synthase and soluble guanylyl cyclase in the hippocampus. J. Neurosci. 22, 8961–8970 (2002).
Cholet, N. et al. Local injection of antisense oligonucleotides targeted to the glial glutamate transporter GLAST decreases the metabolic response to somatosensory activation. J. Cereb. Blood Flow Metab. 21, 404–412 (2001).
Goldberg, J. H., Tamas, G., Aronov, D. & Yuste, R. Calcium microdomains in aspiny dendrites. Neuron 40, 807–821 (2003).
McCormick, D. A., Connors, B. W., Lighthall, J. W. & Prince, D. A. Comparative electrophysiology of pyramidal and sparsely spiny stellate neurons of the neocortex. J. Neurophysiol. 54, 782–806 (1985).
Akgoren, N., Dalgaard, P. & Lauritzen, M. Cerebral blood flow increases evoked by electrical stimulation of rat cerebellar cortex: relation to excitatory synaptic activity and nitric oxide synthesis. Brain Res. 710, 204–214 (1996).
Allison, J. D., Meador, K. J., Loring, D. W., Figueroa, R. E. & Wright, J. C. Functional MRI cerebral activation and deactivation during finger movement. Neurology 54, 135–142 (2000).
Wenzel, R. et al. Deactivation of human visual cortex during involuntary ocular oscillations. A PET activation study. Brain 119, 101–110 (1996).
Wenzel, R. et al. Saccadic suppression induces focal hypooxygenation in the occipital cortex. J. Cereb. Blood Flow Metab. 20, 1103–1110 (2000).
Salek-Haddadi, A. et al. Functional magnetic resonance imaging of human absence seizures. Ann. Neurol. 53, 663–667 (2003).
Nehlig, A., Vergnes, M., Marescaux, C. & Boyet, S. Mapping of cerebral energy metabolism in rats with genetic generalized nonconvulsive epilepsy. J. Neural Transm. 35 (suppl.), 141–153 (1992).
Nehlig, A. et al. Absence seizures induce a decrease in cerebral blood flow: human and animal data. J. Cereb. Blood Flow Metab. 16, 147–155 (1996).
Timofeev, I., Grenier, F. & Steriade, M. Contribution of intrinsic neuronal factors in the generation of cortically driven electrographic seizures. J. Neurophysiol. 92, 1133–1143 (2004).
Blankenburg, F. et al. Imperceptible stimuli and sensory processing impediment. Science 299, 1864 (2003).
Harel, N., Lee, S. P., Nagaoka, T., Kim, D. S. & Kim, S. G. Origin of negative blood oxygenation level-dependent fMRI signals. J. Cereb. Blood Flow Metab. 22, 908–917 (2002).
Shmuel, A. et al. Sustained negative BOLD, blood flow and oxygen consumption response and its coupling to the positive response in the human brain. Neuron 36, 1195–1210 (2002).
Raichle, M. E. et al. A default mode of brain function. Proc. Natl Acad. Sci. USA 98, 676–682 (2001).
Bandettini, P. A. & Ungerleider, L. G. From neuron to BOLD: new connections. Nature Neurosci. 4, 864–866 (2001).
Clarke, D. D. & Sokoloff, L. in Basic Neurochemistry: Molecular, Cellular and Medical Aspects 5th edn (eds Siegel, G. J., Agranoff, B. W., Albers, R. W. & Molinoff, P. B.) 645–680 (Raven, New York, 1994).
Gunter, T. E., Yule, D. I., Gunter, K. K., Eliseev, R. A. & Salter, J. D. Calcium and mitochondria. FEBS Lett. 567, 96–102 (2004).
Ogawa, S., Lee, T. M., Kay, A. R. & Tank, D. W. Brain magnetic resonance imaging with contrast dependent on blood oxygenation. Proc. Natl Acad. Sci. USA 87, 9868–9872 (1990).
Kwong, K. K. et al. Dynamic magnetic resonance imaging of human brain activity during primary sensory stimulation. Proc. Natl Acad. Sci. USA 89, 5675–5679 (1992).
Bandettini, P. A., Wong, E. C., Hinks, R. S., Tikofsky, R. S. & Hyde, J. S. Time course EPI of human brain function during task activation. Magn. Reson. Med. 25, 390–397 (1992).
Ogawa, S. et al. Functional brain mapping by blood oxygenation level-dependent contrast magnetic resonance imaging. A comparison of signal characteristics with a biophysical model. Biophys. J. 64, 803–812 (1993).
Ugurbil, K. et al. Magnetic resonance studies of brain function and neurochemistry. Annu. Rev. Biomed. Eng. 2, 633–660 (2000).
Wong-Riley, M. T. Cytochrome oxidase: an endogenous metabolic marker for neuronal activity. Trends Neurosci. 12, 94–101 (1989).
Sokoloff, L. Energetics of functional activation in neural tissues. Neurochem. Res. 24, 321–329 (1999).
Attwell, D. & Laughlin, S. B. An energy budget for signaling in the grey matter of the brain. J. Cereb. Blood Flow Metab. 21, 1133–1145 (2001).
Gjedde, A., Marrett, S. & Vafaee, M. Oxidative and nonoxidative metabolism of excited neurons and astrocytes. J. Cereb. Blood Flow Metab. 22, 1–14 (2002).
Lennie, P. The cost of cortical computation. Curr. Biol. 13, 493–497 (2003).
Kasischke, K. A., Vishwasrao, H. D., Fisher, P. J., Zipfel, W. R. & Webb, W. W. Neural activity triggers neuronal oxidative metabolism followed by astrocytic glycolysis. Science 305, 99–103 (2004).
Fox, P. T. & Raichle, M. E. Focal physiological uncoupling of cerebral blood flow and oxidative metabolism during somatosensory stimulation in human subjects. Proc. Natl Acad. Sci. USA 83, 1140–1144 (1986).
Fox, P. T., Raichle, M. E., Mintun, M. A. & Dence, C. Nonoxidative glucose consumption during focal physiologic neural activity. Science 241, 462–464 (1988).
Malonek, D. & Grinvald, A. Interactions between electrical activity and cortical microcirculation revealed by imaging spectroscopy: implications for functional brain mapping. Science 272, 551–554 (1996).
Chaigneau, E., Oheim, M., Audinat, E. & Charpak, S. Two-photon imaging of capillary blood flow in olfactory bulb glomeruli. Proc. Natl Acad. Sci. USA 100, 13081–13086 (2003).
Grubb, R. L. Jr., Raichle, M. E., Eichling, J. O. & Ter-Pogossian, M. M. The effects of changes in PaCO2 on cerebral blood volume, blood flow, and vascular mean transit time. Stroke 5, 630–639 (1974).
Mandeville, J. B. et al. Evidence of a cerebrovascular postarteriole windkessel with delayed compliance. J. Cereb. Blood Flow Metab. 19, 679–689 (1999).
Lee, S. P., Duong, T. Q., Yang, G., Iadecola, C. & Kim, S. G. Relative changes of cerebral arterial and venous blood volumes during increased cerebral blood flow: implications for BOLD fMRI. Magn. Reson. Med. 45, 791–800 (2001).
Raichle, M. E. Functional brain imaging and human brain function. J. Neurosci. 23, 3959–3962 (2003).
Ugurbil, K., Toth, L. & Kim, D. S. How accurate is magnetic resonance imaging of brain function? Trends Neurosci. 26, 108–114 (2003).
Raichle, M. E. Behind the scenes of functional brain imaging: a historical and physiological perspective. Proc. Natl Acad. Sci. USA 95, 765–772 (1998).
Acknowledgements
This work was supported by The Lundbeck Foundation, The Humboldt Foundation, NeuroScience PharmaBiotech, The Danish Medical Research Council, The Carlsberg Foundation, The Brødrene Hartmann Foundation and the NOVO-Nordisk Foundation. I thank Jens Midtgaard, David Attwell, Ulrich Dirnagl, Kirsten Caesar and Kirsten Thomsen for extended discussion on these issues, and for comments on the manuscript. Kirsten Caesar kindly helped me with the figures.
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Lauritzen, M. Reading vascular changes in brain imaging: is dendritic calcium the key?. Nat Rev Neurosci 6, 77–85 (2005). https://doi.org/10.1038/nrn1589
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DOI: https://doi.org/10.1038/nrn1589
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Plasma calcium concentration during detoxification predicts neural cue-reactivity and craving during early abstinence in alcohol-dependent patients
European Archives of Psychiatry and Clinical Neuroscience (2022)
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Spectral dynamic causal modelling in healthy women reveals brain connectivity changes along the menstrual cycle
Communications Biology (2021)
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The role of diffusion tractography in refining glial tumor resection
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