Point-spread function of the BOLD response across columns and cortical depth in human extra-striate cortex

Progress in Neurobiology - Tập 207 - Trang 102187 - 2021
Alessio Fracasso1, Serge O. Dumoulin2,3,4, Natalia Petridou5
1University of Glasgow, Institute of Neuroscience and Psychology, Glasgow, Scotland, United Kingdom
2Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, The Netherlands
3Spinoza Center for Neuroimaging, Amsterdam, The Netherlands
4Experimental and Applied Psychology, VU University, Amsterdam, the Netherlands
5Department of Radiology, Center for Image Sciences, University Medical Center Utrecht, 3584 CX, Utrecht, the Netherlands

Tài liệu tham khảo

Berlot, 2018, Mapping Frequency-Specific Tone Predictions in the Human Auditory Cortex at High Spatial Resolution, The Journal of neuroscience : the official journal of the Society for Neuroscience, 38, 4934, 10.1523/JNEUROSCI.2205-17.2018 Chaimow, 2018, Optimization of functional MRI for detection, decoding and high-resolution imaging of the response patterns of cortical columns, NeuroImage, 164, 67, 10.1016/j.neuroimage.2017.04.011 Chaimow, 2018, Spatial specificity of the functional MRI blood oxygenation response relative to neuronal activity, NeuroImage, 164, 32, 10.1016/j.neuroimage.2017.08.077 Chen, 2013, Layer-specific BOLD activation in awake monkey V1 revealed by ultra-high spatial resolution functional magnetic resonance imaging, NeuroImage, 64, 147, 10.1016/j.neuroimage.2012.08.060 Cheng, 2001, Human ocular dominance columns as revealed by high-field functional magnetic resonance imaging, Neuron, 32, 359, 10.1016/S0896-6273(01)00477-9 De Martino, 2013, Cortical depth dependent functional responses in humans at 7T: improved specificity with 3D GRASE, PloS one, 8, 10.1371/journal.pone.0060514 Dinse, 2015, A cytoarchitecture-driven myelin model reveals area-specific signatures in human primary and secondary areas using ultra-high resolution in-vivo brain MRI, NeuroImage, 114, 71, 10.1016/j.neuroimage.2015.04.023 Dumoulin, 2018, Ultra-high field MRI: Advancing systems neuroscience towards mesoscopic human brain function, NeuroImage, 168, 345, 10.1016/j.neuroimage.2017.01.028 Dumoulin, 2017, In vivo evidence of functional and anatomical stripe-based subdivisions in human V2 and V3, Scientific reports, 7, 733, 10.1038/s41598-017-00634-6 Duvernoy, 1981, Cortical blood vessels of the human brain, Brain research bulletin, 7, 519, 10.1016/0361-9230(81)90007-1 Engel, 1997, Retinotopic organization in human visual cortex and the spatial precision of functional MRI, Cerebral cortex (New York, N.Y.: 1991), 7, 181, 10.1093/cercor/7.2.181 Fatterpekar, 2003, MR microscopy of normal human brain, Magnetic resonance imaging clinics of North America, 11, 641, 10.1016/S1064-9689(03)00071-0 Felleman, 1991, Distributed hierarchical processing in the primate cerebral cortex, Cerebral cortex (New York, N.Y.: 1991), 1, 1, 10.1093/cercor/1.1.1 Fischl, 2000, Measuring the thickness of the human cerebral cortex from magnetic resonance images, Proceedings of the National Academy of Sciences of the United States of America, 97, 11050, 10.1073/pnas.200033797 Fracasso, 2018, Laminar imaging of positive and negative BOLD in human visual cortex at 7T, NeuroImage, 164, 100, 10.1016/j.neuroimage.2017.02.038 Fracasso, 2016, Systematic variation of population receptive field properties across cortical depth in human visual cortex, NeuroImage, 139, 427, 10.1016/j.neuroimage.2016.06.048 Fracasso, 2016, Myelin contrast across lamina at 7T, ex-vivo and in-vivo dataset, Data in brief, 8, 990, 10.1016/j.dib.2016.06.058 Fracasso, 2016, Lines of Baillarger in vivo and ex vivo: Myelin contrast across lamina at 7T MRI and histology, NeuroImage, 133, 163, 10.1016/j.neuroimage.2016.02.072 Haacke, 1999 Havlicek, 2020, A dynamical model of the laminar BOLD response, NeuroImage, 204, 10.1016/j.neuroimage.2019.116209 Heeger, 2000, Spikes versus BOLD: what does neuroimaging tell us about neuronal activity?, Nature neuroscience, 3, 631, 10.1038/76572 Hetherington, 1999, Receptive field and orientation scatter studied by tetrode recordings in cat area 17, Visual neuroscience, 16, 637, 10.1017/S0952523899164046 Hilgetag, 2006, Role of mechanical factors in the morphology of the primate cerebral cortex, PLoS computational biology, 2, e22, 10.1371/journal.pcbi.0020022 Horton, 1984, Cytochrome oxidase patches: a new cytoarchitectonic feature of monkey visual cortex, Philosophical transactions of the Royal Society of London. Series B, Biological sciences, 304, 199 Hubel, 1987, Segregation of form, color, and stereopsis in primate area 18, The Journal of neuroscience : the official journal of the Society for Neuroscience, 7, 3378, 10.1523/JNEUROSCI.07-11-03378.1987 Hubel, 1968, Receptive fields and functional architecture of monkey striate cortex, The Journal of physiology, 195, 215, 10.1113/jphysiol.1968.sp008455 Hubel, 1972, Laminar and columnar distribution of geniculo-cortical fibers in the macaque monkey, The Journal of comparative neurology, 146, 421, 10.1002/cne.901460402 Hubel, 1977, Ferrier lecture. Functional architecture of macaque monkey visual cortex, Proceedings of the Royal Society of London. Series B, Biological sciences, 198, 1 Kashyap, 2018, Impact of acquisition and analysis strategies on cortical depth-dependent fMRI, NeuroImage, 168, 332, 10.1016/j.neuroimage.2017.05.022 Kashyap, 2018, Resolving laminar activation in human V1 using ultra-high spatial resolution fMRI at 7T, Scientific reports, 8, 17063, 10.1038/s41598-018-35333-3 Kemper, 2018, High resolution data analysis strategies for mesoscale human functional MRI at 7 and 9.4T, NeuroImage, 164, 48, 10.1016/j.neuroimage.2017.03.058 Kim, 2017, Reliability of the depth-dependent high-resolution BOLD hemodynamic response in human visual cortex and vicinity, Magnetic resonance imaging, 39, 53, 10.1016/j.mri.2017.01.019 Klein, 2018, Cortical depth dependent population receptive field attraction by spatial attention in human V1, NeuroImage, 176, 301, 10.1016/j.neuroimage.2018.04.055 Klein, 2018, Cortical depth dependent population receptive field attraction by spatial attention in human V1, NeuroImage, 10.1016/j.neuroimage.2018.04.055 Koopmans, 2010, Layer-specific BOLD activation in human V1, Human brain mapping, 31, 1297, 10.1002/hbm.20936 Koopmans, 2011, Multi-echo fMRI of the cortical laminae in humans at 7 T, NeuroImage, 56, 1276, 10.1016/j.neuroimage.2011.02.042 Kriegeskorte, 2010, How does an fMRI voxel sample the neuronal activity pattern: compact-kernel or complex spatiotemporal filter?, NeuroImage, 49, 1965, 10.1016/j.neuroimage.2009.09.059 Lawrence, 2019, Laminar fMRI: Applications for cognitive neuroscience, NeuroImage, 197, 785, 10.1016/j.neuroimage.2017.07.004 Livingstone, 1982, Thalamic inputs to cytochrome oxidase-rich regions in monkey visual cortex, Proceedings of the National Academy of Sciences of the United States of America, 79, 6098, 10.1073/pnas.79.19.6098 Livingstone, 1987, Connections between layer 4B of area 17 and the thick cytochrome oxidase stripes of area 18 in the squirrel monkey, The Journal of neuroscience : the official journal of the Society for Neuroscience, 7, 3371, 10.1523/JNEUROSCI.07-11-03371.1987 Logothetis, 2002, The neural basis of the blood-oxygen-level-dependent functional magnetic resonance imaging signal, Philosophical transactions of the Royal Society of London. Series B, Biological sciences, 357, 1003, 10.1098/rstb.2002.1114 Markuerkiaga, 2016, A cortical vascular model for examining the specificity of the laminar BOLD signal, NeuroImage, 132, 491, 10.1016/j.neuroimage.2016.02.073 Merigan, 1993, How parallel are the primate visual pathways?, Annual review of neuroscience, 16, 369, 10.1146/annurev.ne.16.030193.002101 Mountcastle, 1957, Modality and topographic properties of single neurons of cat’s somatic sensory cortex, Journal of neurophysiology, 20, 408, 10.1152/jn.1957.20.4.408 Mountcastle, 1997, The columnar organization of the neocortex, Brain: a journal of neurology, 120, 701, 10.1093/brain/120.4.701 Nasr, 2016, Interdigitated Color- and Disparity-Selective Columns within Human Visual Cortical Areas V2 and V3, The Journal of neuroscience : the official journal of the Society for Neuroscience, 36, 1841, 10.1523/JNEUROSCI.3518-15.2016 Nasr, 2018, Columnar organization of mid-spectral and end-spectral hue preferences in human visual cortex, NeuroImage, 181, 748, 10.1016/j.neuroimage.2018.07.053 Olman, 2018, Hemifield columns co-opt ocular dominance column structure in human achiasma, NeuroImage, 164, 59, 10.1016/j.neuroimage.2016.12.063 Olman, 2012, Layer-specific fMRI reflects different neuronal computations at different depths in human V1, PloS one, 7, 10.1371/journal.pone.0032536 Parkes, 2005, Quantifying the spatial resolution of the gradient echo and spin echo BOLD response at 3 Tesla, Magnetic resonance in medicine, 54, 1465, 10.1002/mrm.20712 Petridou, 2013, Pushing the limits of high-resolution functional MRI using a simple high-density multi-element coil design, NMR in biomedicine, 26, 65, 10.1002/nbm.2820 Petridou, 2019, Laminar fMRI: What can the time domain tell us?, NeuroImage, 197, 761, 10.1016/j.neuroimage.2017.07.040 Polimeni, 2010, Laminar analysis of 7T BOLD using an imposed spatial activation pattern in human V1, NeuroImage, 52, 1334, 10.1016/j.neuroimage.2010.05.005 Sereno, 2013, Mapping the human cortical surface by combining quantitative T(1) with retinotopy, Cerebral cortex (New York, N.Y.: 1991), 23, 2261, 10.1093/cercor/bhs213 Shipp, 2002, The functional organization of area V2, I: specialization across stripes and layers, Visual neuroscience, 19, 187, 10.1017/S0952523802191164 Shmuel, 2007, Spatio-temporal point-spread function of fMRI signal in human gray matter at 7 Tesla, NeuroImage, 35, 539, 10.1016/j.neuroimage.2006.12.030 Siero, 2011, Cortical depth-dependent temporal dynamics of the BOLD response in the human brain, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism, 31, 1999, 10.1038/jcbfm.2011.57 Sigalovsky, 2006, Mapping an intrinsic MR property of gray matter in auditory cortex of living humans: a possible marker for primary cortex and hemispheric differences, NeuroImage, 32, 1524, 10.1016/j.neuroimage.2006.05.023 Sincich, 2005, The circuitry of V1 and V2: integration of color, form, and motion, Annual review of neuroscience, 28, 303, 10.1146/annurev.neuro.28.061604.135731 Sincich, 2005, Input to V2 thin stripes arises from V1 cytochrome oxidase patches, The Journal of neuroscience : the official journal of the Society for Neuroscience, 25, 10087, 10.1523/JNEUROSCI.3313-05.2005 Sincich, 2007, Neurons in V1 patch columns project to V2 thin stripes, Cerebral cortex (New York, N.Y.: 1991), 17, 935, 10.1093/cercor/bhl004 Sincich, 2010, V1 interpatch projections to v2 thick stripes and pale stripes, The Journal of neuroscience : the official journal of the Society for Neuroscience, 30, 6963, 10.1523/JNEUROSCI.5506-09.2010 Tootell, 1983, Functional organization of the second cortical visual area in primates, Science (New York, N.Y.), 220, 737, 10.1126/science.6301017 Tootell, 1995, Anatomical evidence for MT and additional cortical visual areas in humans, Cerebral cortex (New York, N.Y. : 1991), 5, 39, 10.1093/cercor/5.1.39 Tootell, 2017, Columnar Segregation of Magnocellular and Parvocellular Streams in Human Extrastriate Cortex, The Journal of neuroscience : the official journal of the Society for Neuroscience, 37, 8014, 10.1523/JNEUROSCI.0690-17.2017 Turner, 2002, How much cortex can a vein drain? Downstream dilution of activation-related cerebral blood oxygenation changes, NeuroImage, 16, 1062, 10.1006/nimg.2002.1082 Uğurbil, 2003, How accurate is magnetic resonance imaging of brain function?, Trends in neurosciences, 26, 108, 10.1016/S0166-2236(02)00039-5 Uludag, 2009, An integrative model for neuronal activity-induced signal changes for gradient and spin echo functional imaging, NeuroImage, 48, 150, 10.1016/j.neuroimage.2009.05.051 van Dijk, 2020, Linear systems analysis for laminar fMRi: evaluating BoLD amplitude scaling for luminance contrast manipulations, Scientific reports, 10, 1, 10.1038/s41598-020-62165-x Van Essen, 1980, Two-dimensional maps of the cerebral cortex, The Journal of comparative neurology, 191, 255, 10.1002/cne.901910208 Waehnert, 2016, A subject-specific framework for in vivo myeloarchitectonic analysis using high resolution quantitative MRI, NeuroImage, 125, 94, 10.1016/j.neuroimage.2015.10.001 Waehnert, 2014, Anatomically motivated modeling of cortical laminae, NeuroImage, 93, 210, 10.1016/j.neuroimage.2013.03.078 Wandell, 2007, Visual field maps in human cortex, Neuron, 56, 366, 10.1016/j.neuron.2007.10.012 Weber, 2008, The microvascular system of the striate and extrastriate visual cortex of the macaque, Cerebral cortex (New York, N.Y.: 1991), 18, 2318, 10.1093/cercor/bhm259 Yacoub, 2008, High-field fMRI unveils orientation columns in humans, Proceedings of the National Academy of Sciences of the United States of America, 105, 10607, 10.1073/pnas.0804110105 Yacoub, 2007, Robust detection of ocular dominance columns in humans using Hahn Spin Echo BOLD functional MRI at 7 Tesla, NeuroImage, 37, 1161, 10.1016/j.neuroimage.2007.05.020 Zeki, 1988, The functional logic of cortical connections, Nature, 335, 311, 10.1038/335311a0