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Direct and fast detection of neuronal activation in the human brain with diffusion MRI
Abstract
Using MRI, we found that a slowly diffusing water pool was expanding (1.7 ± 0.3%) upon activation on the human visual cortex at the detriment of a faster diffusing pool. The time course of this water phase transition preceded the activation-triggered vascular response detected by usual functional MRI by several seconds. The observed changes in water diffusion likely reflect early biophysical events that take place in the activated cells, such as cell swelling and membrane expansion. Although the exact mechanisms remain to clarify, access to such an early and direct physiological marker of cortical activation with MRI will provide opportunities for functional neuroimaging of the human brain.
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“A major conceptual shift occurred in the early 2000s when diffusion MRI was shown to detect brain activation through transient decreases in ADC, suggesting sensitivity to intrinsic microstructural changes in addition to possible vascular effects (Fig. 6) (Darquié et al., 2001; Le Bihan et al., 2006).”
From 40 Years of diffusion MRI in the brain: From history to emerging frontiers (2026) · cites this paper as Le Bihan et al., 2006
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“T2-related effects (which are weaker than T2*-weighted BOLD) are largely independent of b-value, so that, when echo time is matched, their contributions can be substantially reduced or eliminated by calculating an ADC or, better, sADC derived from two b-values (Aso et al., 2009; de Riedmatten, Spencer, Olszowy, et al., 2025; Le Bihan et al., 2006; Spencer et al., 2025).”
From 40 Years of diffusion MRI in the brain: From history to emerging frontiers (2026) · cites this paper as Le Bihan et al., 2006
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“mirroring activation-related ADC and sADC decreases observed with DfMRI (Le Bihan et al., 2006).”
From 40 Years of diffusion MRI in the brain: From history to emerging frontiers (2026) · cites this paper as Le Bihan et al., 2006
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“There are also IVIM effects (see above) that are mostly visible at low b-values and can be eliminated using higher b-values (Le Bihan et al., 2006).”
From 40 Years of diffusion MRI in the brain: From history to emerging frontiers (2026) · cites this paper as Le Bihan et al., 2006
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“In human visual cortex, these diffusion changes preceded the BOLD response and were closely time locked to stimulation (Darquié et al., 2001; Kohno et al., 2009; Le Bihan et al., 2006).”
From 40 Years of diffusion MRI in the brain: From history to emerging frontiers (2026) · cites this paper as Le Bihan et al., 2006
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Cites
Neurophysiological investigation of the basis of the fMRI signal
Logothetis, N. K., Pauls, J., Augath, M., Trinath, T., & Oeltermann, A. (2001) · Nature · doi:10.1038/35084005 · Cited by 6,551
Ogawa, S., Tank, D. W., Menon, R., Ellermann, J. M., Kim, S. G., Merkle, H., & Ugurbil, K. (1992) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.89.13.5951 · Cited by 3,681
Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging.
Bihan, D. L., Breton, E., Lallemand, D. P., Aubin, M., Vignaud, J., & Laval-Jeantet, M. (1988) · Radiology · doi:10.1148/radiology.168.2.3393671 · Cited by 3,174
Ogawa, S., Menon, R. S., Tank, D. W., Kim, S. G., Merkle, H., Ellermann, J. M., & Ugurbil, K. (1993) · Biophysical Journal · doi:10.1016/s0006-3495(93)81441-3 · Cited by 1,772
Dynamics of blood flow and oxygenation changes during brain activation: the Balloon model
Buxton, R. B., Wong, E. C., & Frank, L. R. (1998) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910390602 · Cited by 1,665
Looking into the functional architecture of the brain with diffusion MRI.
Le Bihan, D. (2003) · Nature Reviews Neuroscience · doi:10.1038/nrn1119 · Cited by 1,571
Reduction of eddy‐current‐induced distortion in diffusion MRI using a twice‐refocused spin echo
Reese, T. G., Heid, O., Weisskoff, R. M., & Wedeen, V. J. (2002) · Magnetic Resonance in Medicine · doi:10.1002/mrm.10308 · Cited by 1,229
Nonsynaptic modulation of neuronal activity in the brain: electric currents and extracellular ions
Jefferys, J. G. R. (1995) · Physiological Reviews · doi:10.1152/physrev.1995.75.4.689 · Cited by 684
Niendorf, T., Dijkhuizen, R. M., Norris, D. G., van Lookeren Campagne, M., & Nicolay, K. (1996) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910360607 · Cited by 570
Light scattering and birefringence changes during nerve activity
COHEN, L. B., KEYNES, R. D., & HILLE, B. (1968) · Nature · doi:10.1038/218438a0 · Cited by 479
Water diffusion compartmentation and anisotropy at high b values in the human brain
Clark, C. A., & Bihan, D. L. (2000) · Magnetic Resonance in Medicine · doi:10.1002/1522-2594(200012)44:6 · Cited by 432
Duong, T. Q., Yacoub, E. S., Adriany, G., Hu, X. P., Uǧurbil, K., & Kim, S. (2003) · Magnetic Resonance in Medicine · doi:10.1002/mrm.10472 · Cited by 361
Imaging cell volume changes and neuronal excitation in the hippocampal slice
Andrew, R. D., & Macvicar, B. A. (1994) · Neuroscience · doi:10.1016/0306-4522(94)90372-7 · Cited by 304
van der Toorn, A., Syková, E., Dijkhuizen, R. M., Voříšek, I., Vargová, L., Škobisová, E., Campagne, M. V. L., Reese, T., & Nicolay, K. (1996) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910360110 · Cited by 270
Karlicek, R. F., & Lowe, I. J. (1980) · Journal of Magnetic Resonance (1969) · doi:10.1016/0022-2364(80)90095-5 · Cited by 235
Statistical model for diffusion attenuated MR signal
Yablonskiy, D. A., Bretthorst, G. L., & Ackerman, J. J. H. (2003) · Magnetic Resonance in Medicine · doi:10.1002/mrm.10578 · Cited by 233
Long-Range Electrostatic Trapping of Single-Protein Molecules at a Liquid-Solid Interface
Xu, X. N., & Yeung, E. S. (1998) · Science · doi:10.1126/science.281.5383.1650 · Cited by 215
Holthoff, K., & Witte, O. W. (1996) · Journal of Neuroscience · doi:10.1523/jneurosci.16-08-02740.1996 · Cited by 214
Osmolarity, ionic flux, and changes in brain excitability
Schwartzkroin, P. A., Baraban, S. C., & Hochman, D. W. (1998) · Epilepsy Research · doi:10.1016/s0920-1211(98)00058-8 · Cited by 208
Transient decrease in water diffusion observed in human occipital cortex during visual stimulation
Darquié, A., Poline, J.-B., Poupon, C., Saint-Jalmes, H., & Le Bihan, D. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.151125698 · Cited by 194
Effects of cell volume fraction changes on apparent diffusion in human cells
Anderson, A. W., Xie, J., Pizzonia, J., Bronen, R. A., Spencer, D. D., & Gore, J. C. (2000) · Magnetic Resonance Imaging · doi:10.1016/s0730-725x(00)00147-8 · Cited by 176
On the nature of the NAA diffusion attenuated MR signal in the central nervous system
Kroenke, C. D., Ackerman, J. J. H., & Yablonskiy, D. A. (2004) · Magnetic Resonance in Medicine · doi:10.1002/mrm.20260 · Cited by 170
MacVicar, B. A., Feighan, D., Brown, A. M., & Ransom, B. R. (2001) · Glia · doi:10.1002/glia.10023 · Cited by 167
Normal Brain and Brain Tumor: Multicomponent Apparent Diffusion Coefficient Line Scan Imaging
Maier, S. E., Bogner, P., Bajzik, G., Mamata, H., Mamata, Y., Repa, I., Jolesz, F. A., & Mulkern, R. V. (2001) · Radiology · doi:10.1148/radiology.219.3.r01jn02842 · Cited by 158
Contrast dependence of motion-onset and pattern-reversal evoked potentials
Kubová, Z., Kuba, M., Spekreijse, H., & Blakemore, C. B. (1995) · Vision Research · doi:10.1016/0042-6989(94)00138-c · Cited by 155
Evidence that both fast and slow water ADC components arise from intracellular space
Sehy, J. V., Ackerman, J. J. H., & Neil, J. J. (2002) · Magnetic Resonance in Medicine · doi:10.1002/mrm.10301 · Cited by 146
Spreading waves of decreased diffusion coefficient lifter cortical stimulation in the rat brain
Latour, L. L., Hasegawa, Y., Formato, J. E., Fisher, M., & Sotak, C. H. (1994) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910320207 · Cited by 136
Chen, K. C., & Nicholson, C. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.150338197 · Cited by 130
Lehéricy, S., Biondi, A., Sourour, N. A., Vlaicu, M. B. ̆., du Montcel, S. T., Cohen, L., Vivas, E., Capelle, L., Faillot, T., Casasco, A. E., et al. (2002) · Radiology · doi:10.1148/radiol.2233010792 · Cited by 125
Hasegawa, Y., Formato, J. E., Latour, L. L., Gutierrez, J. A., Liu, K.-F., García, J. H., Sotak, C. H., & Fisher, M. (1996) · Stroke · doi:10.1161/01.str.27.9.1648 · Cited by 122
Tasaki, I., & Iwasa, K. (1982) · The Japanese Journal of Physiology · doi:10.2170/jjphysiol.32.69 · Cited by 102
Rapid Structural Changes in Nerve Fibers and Cells Associated with Their Excitation Processes.
Tasaki, I. (1999) · The Japanese Journal of Physiology · doi:10.2170/jjphysiol.49.125 · Cited by 100
Metuzals, J., & Tasaki, I. (1978) · The Journal of Cell Biology · doi:10.1083/jcb.78.2.597 · Cited by 97
Inoue, H., Mori, S., Morishima, S., & Okada, Y. (2005) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2005.04006.x · Cited by 76
Rapid structural chances in nerve fibers evoked by electric current pulses
Tasaki, I., & Byrne, P. M. (1992) · Biochemical and Biophysical Research Communications · doi:10.1016/0006-291x(92)91092-5 · Cited by 76
Volume expansion of nonmyelinated nerve fibers during impulse conduction
Tasaki, I., & Byrne, P. M. (1990) · Biophysical Journal · doi:10.1016/s0006-3495(90)82580-7 · Cited by 75
Sukstanskii, A. L., Yablonskiy, D. A., & Ackerman, J. J. H. (2004) · Journal of Magnetic Resonance · doi:10.1016/j.jmr.2004.05.020 · Cited by 69
Zhong, J., Petroff, O. A. C., Pleban, L. A., Gore, J. C., & Prichard, J. W. (1997) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910370102 · Cited by 64
Syková, E., Vargová, L., Kubinová, Š., Jendelová, P., & Chvátal, A. (2003) · NeuroImage · doi:10.1016/s1053-8119(02)00014-9 · Cited by 63
Tsukita, S., Tsukita, S., Kobayashi, T., & Matsumoto, G. (1986) · The Journal of Cell Biology · doi:10.1083/jcb.102.5.1710 · Cited by 63
Chin, C., Wehrli, F. W., Fan, Y., Hwang, S. N., Schwartz, E. D., Nissanov, J., & Hackney, D. B. (2004) · Magnetic Resonance in Medicine · doi:10.1002/mrm.20223 · Cited by 54
Inglefield, J. R., & Schwartz‐Bloom, R. D. (1998) · Journal of Neurochemistry · doi:10.1046/j.1471-4159.1998.71041396.x · Cited by 52
van der Weerd, L., Melnikov, S. M., Vergeldt, F. J., Novikov, E. G., & As, H. V. (2002) · Journal of Magnetic Resonance · doi:10.1006/jmre.2002.2550 · Cited by 47
Regional and directional anisotropy of apparent diffusion coefficient in rat brain
Hoehn‐Berlage, M., Eis, M., & Schmitz, B. (1999) · NMR in Biomedicine · doi:10.1002/(sici)1099-1492(199902)12:1 · Cited by 46
Kiselev, V. G. (2004) · Journal of Magnetic Resonance · doi:10.1016/j.jmr.2004.07.004 · Cited by 37
Modeling of Self-Diffusion and Relaxation Time NMR in Multi-Compartment Systems
Novikov, E. G., van Dusschoten, D., & As, H. V. (1998) · Journal of Magnetic Resonance · doi:10.1006/jmre.1998.1597 · Cited by 27
Issues concerning the construction of a metabolic model for neuronal activation
Mangia, S., Giove, F., Bianciardi, M., Salle, F. D., Garreffa, G., & Maraviglia, B. (2002) · Journal of Neuroscience Research · doi:10.1002/jnr.10531 · Cited by 25
Matsumoto, T., & TOMITA, T. (1993) · The Japanese Journal of Physiology · doi:10.2170/jjphysiol.43.67 · Cited by 25
Tasaki, I., & Byrne, P. M. (1993) · PubMed · Cited by 23
Apparent water diffusion measurements in electrically stimulated neural tissue
Gulani, V., Iwamoto, G. A., & Lauterbur, P. C. (1999) · Magnetic Resonance in Medicine · doi:10.1002/(sici)1522-2594(199902)41:2 · Cited by 22
Takagi, S., Obata, K., & Tsubokawa, H. (2002) · Neuroscience Research · doi:10.1016/s0168-0102(02)00153-0 · Cited by 21
Effects of water on cortical excitability in humans
Müller, V., Birbaumer, N., Preissl, H. T., Braun, C., & Lang, F. J. W. (2002) · European Journal of Neuroscience · doi:10.1046/j.0953-816x.2001.01886.x · Cited by 16
Buckley (1999) · doi:10.1002/(sici)1522-2594(199901)41:1
Slow vasomotor fluctuation in fMRI of anesthetized child brain
Kiviniemi, V., Jauhiainen, J., Tervonen, O., P��kk�, E., Oikarinen, J., Vainionp��, V., Rantala, H., & Biswal, B. (2000) · Magnetic Resonance in Medicine · doi:10.1002/1522-2594(200009)44:3
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- R. F. Karlicek, I. J. Lowe J. Magn. Reson 37, 75–91 (1980).
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Le Bihan, D., & Johansen-Berg, H. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2011.11.006 · Cited by 498
Bihan, D. L. (2013) · Radiology · doi:10.1148/radiol.13130420 · Cited by 399
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Baliyan, V., Das, C. J., Sharma, R., & Gupta, A. K. (2016) · World Journal of Radiology · doi:10.4329/wjr.v8.i9.785 · Cited by 404
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Metadata
- Authors
- Le Bihan, D., Urayama, S.-I., Aso, T., Hanakawa, T., & Fukuyama, H.
- Affiliations
- Human Brain Research Center, Kyoto University Graduate School of Medicine, Yoshida-Konoe-cho, Sakyo-ku, Kyoto 606-8501, Japan;
- Kyoto University (JP)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2006-05-23
- Volume
- 103
- Issue
- 21
- Pages
- 8263-8268
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- OpenAlex
- W2134330663
- Cited by
- 272
- References
- 54
- Citations by year
- 2026: 4 · 2025: 15 · 2024: 20 · 2023: 10 · 2022: 9 · 2021: 17 · 2020: 9 · 2019: 8 · 2018: 16 · 2017: 14 · 2016: 13 · 2015: 18 · 2014: 15 · 2013: 15 · 2012: 13
- FWCI
- 13.21
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed (publishedVersion)
- HAL (submittedVersion)
- Topics
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced MRI Techniques and Applications
- Physical Sciences › Chemistry › Spectroscopy › NMR spectroscopy and applications
- Keywords
- neuronal activation, diffusion MRI, water diffusion, visual cortex, cortical activation, vascular response, cell swelling, membrane expansion, functional neuroimaging
- MeSH terms
- Adult, Biophysics, Brain, Brain Mapping, Cell Membrane, Female, Humans, Magnetic Resonance Imaging, Male, Neurons, Time Factors, Visual Cortex, Models, Statistical, Diffusion Magnetic Resonance Imaging
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