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Grzeczkowski L, Clarke AM, Francis G, Mast FW, Herzog MH. About individual differences in vision. Vision Res 2017; 141:282-292. [DOI: 10.1016/j.visres.2016.10.006] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Revised: 10/23/2016] [Accepted: 10/27/2016] [Indexed: 11/28/2022]
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Schottdorf M, Keil W, Coppola D, White LE, Wolf F. Random Wiring, Ganglion Cell Mosaics, and the Functional Architecture of the Visual Cortex. PLoS Comput Biol 2015; 11:e1004602. [PMID: 26575467 PMCID: PMC4648540 DOI: 10.1371/journal.pcbi.1004602] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2015] [Accepted: 10/14/2015] [Indexed: 12/11/2022] Open
Abstract
The architecture of iso-orientation domains in the primary visual cortex (V1) of placental carnivores and primates apparently follows species invariant quantitative laws. Dynamical optimization models assuming that neurons coordinate their stimulus preferences throughout cortical circuits linking millions of cells specifically predict these invariants. This might indicate that V1's intrinsic connectome and its functional architecture adhere to a single optimization principle with high precision and robustness. To validate this hypothesis, it is critical to closely examine the quantitative predictions of alternative candidate theories. Random feedforward wiring within the retino-cortical pathway represents a conceptually appealing alternative to dynamical circuit optimization because random dimension-expanding projections are believed to generically exhibit computationally favorable properties for stimulus representations. Here, we ask whether the quantitative invariants of V1 architecture can be explained as a generic emergent property of random wiring. We generalize and examine the stochastic wiring model proposed by Ringach and coworkers, in which iso-orientation domains in the visual cortex arise through random feedforward connections between semi-regular mosaics of retinal ganglion cells (RGCs) and visual cortical neurons. We derive closed-form expressions for cortical receptive fields and domain layouts predicted by the model for perfectly hexagonal RGC mosaics. Including spatial disorder in the RGC positions considerably changes the domain layout properties as a function of disorder parameters such as position scatter and its correlations across the retina. However, independent of parameter choice, we find that the model predictions substantially deviate from the layout laws of iso-orientation domains observed experimentally. Considering random wiring with the currently most realistic model of RGC mosaic layouts, a pairwise interacting point process, the predicted layouts remain distinct from experimental observations and resemble Gaussian random fields. We conclude that V1 layout invariants are specific quantitative signatures of visual cortical optimization, which cannot be explained by generic random feedforward-wiring models.
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Affiliation(s)
- Manuel Schottdorf
- Max Planck Institute for Dynamics and Self-Organization, Göttingen, Germany
- Bernstein Center for Computational Neuroscience, Göttingen, Germany
- Bernstein Focus for Neurotechnology, Göttingen, Germany
- Faculty of Physics, University of Göttingen, Göttingen, Germany
- Institute for Theoretical Physics, University of Würzburg, Würzburg, Germany
| | - Wolfgang Keil
- Max Planck Institute for Dynamics and Self-Organization, Göttingen, Germany
- Bernstein Center for Computational Neuroscience, Göttingen, Germany
- Bernstein Focus for Neurotechnology, Göttingen, Germany
- Faculty of Physics, University of Göttingen, Göttingen, Germany
- Center for Studies in Physics and Biology, The Rockefeller University, New York, New York, United States of America
| | - David Coppola
- Department of Biology, Randolph-Macon College, Ashland, Virginia, United States of America
| | - Leonard E. White
- Department of Orthopaedic Surgery, Duke Institute for Brain Sciences, Duke University, Durham, North Carolina, United States of America
| | - Fred Wolf
- Max Planck Institute for Dynamics and Self-Organization, Göttingen, Germany
- Bernstein Center for Computational Neuroscience, Göttingen, Germany
- Bernstein Focus for Neurotechnology, Göttingen, Germany
- Faculty of Physics, University of Göttingen, Göttingen, Germany
- Kavli Institute for Theoretical Physics, Santa Barbara, California, United States of America
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Gramann K. Embodiment of Spatial Reference Frames and Individual Differences in Reference Frame Proclivity. SPATIAL COGNITION AND COMPUTATION 2013. [DOI: 10.1080/13875868.2011.589038] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Pan WJ, Wu G, Li CX, Lin F, Sun J, Lei H. Progressive atrophy in the optic pathway and visual cortex of early blind Chinese adults: A voxel-based morphometry magnetic resonance imaging study. Neuroimage 2007; 37:212-20. [PMID: 17560797 DOI: 10.1016/j.neuroimage.2007.05.014] [Citation(s) in RCA: 109] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2007] [Revised: 04/29/2007] [Accepted: 05/07/2007] [Indexed: 11/27/2022] Open
Abstract
Many previous neuroimaging studies have shown that the early visual cortex of the early blind (EB) exhibits significant functional plasticity. However, only few previous studies have addressed the question whether or not such functional plasticity is accompanied by, and even related to, structural plasticity. In this study, we acquired high-resolution whole-brain anatomical magnetic resonance images form 14 Chinese EB adults, who lost sight before 6 years of age, and 16 age/gender-matched normal-sighted controls (SC), and compared pixel-by-pixel the gray matter (GM) and white matter (WM) volumes between the two groups with voxel-based morphometry. The results showed that, relative to the SC, the EB exhibits significantly reduced WM volumes in the optic tract and optic radiation and significant GM losses in the early visual cortex. The reduction of WM volume in the optic radiation of the EB was found be modulated by both the age at blindness onset and the duration of blindness. The reduction of GM volume in the early visual cortex of the EB appeared to be unaffected by the age at blindness onset. However, it was found in localized regions of the atrophic early visual cortex of the EB that the GM loss was progressive with aging and increasing duration of blindness. These results suggest that early visual deprivation induces significant structural plasticity in the optic pathway and early visual cortex of the EB, which likely occurs during both the critical period of early neurodevelopment and the course of persisted blindness later in life through activity-dependent mechanisms.
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Affiliation(s)
- Wen-Ju Pan
- State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, Wuhan Institute of Physics and Mathematics, Chinese Academic of Sciences, Wuhan 430071, PR China
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Drenhaus U, Rager G, Eggli P, Kretz R. On the postnatal development of the striate cortex (V1) in the tree shrew (Tupaia belangeri). Eur J Neurosci 2006; 24:479-90. [PMID: 16836641 DOI: 10.1111/j.1460-9568.2006.04916.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Histological serial sections, three-dimensional reconstructions and morphometry served to study the postnatal development of V1 in tree shrews. The main objectives were to evaluate the expansion of V1, the implications of its growth on the occipital cortex and, vice versa, the effects of the expanding neocortex on the topography of V1. The future V1 was identified on postnatal day 1 by its granular layer IV, covering the superior surface of the occipital cortices including the poles. A subdivision of layer IV, distinctive for the binocular part, was evident in the central region. V1 expanded continuously with age into all directions succeeded by the maturation of layering. The monocular part was recognized from day 15 onward, after the binocular part had reached its medial border. In reference to the retinotopic map of V1, regions emerged in a coherent temporo-spatial sequence delineating the retinal topography in a central to peripheral gradient beginning with the visual streak representation. The growth of V1 was greatest until tree shrews open their eyes, culminated during adolescence, and completed after a subsequent decrease in the young adult. Simultaneous expansion of the neocortex induced a shifting of V1. Translation and elongation of V1 entailed that the occipital cortex covered the superior colliculi along with a downward rotation of the poles. The enlargement of the occipital part of the hemispheres was in addition associated with the formation of a small occipital horn in the lateral ventricles, indicating an incipient 'true' occipital lobe harbouring mainly cortices involved in visual functions.
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Affiliation(s)
- Ulrich Drenhaus
- Department of Medicine, Division of Anatomy, University of Fribourg, 1700 Fribourg, Switzerland.
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Villablanca JR, Schmanke TD, Lekht V, Crutcher HA. The growth of the feline brain from late fetal into adult life. I. A morphometric study of the neocortex and white matter. BRAIN RESEARCH. DEVELOPMENTAL BRAIN RESEARCH 2000; 122:11-20. [PMID: 10915901 DOI: 10.1016/s0165-3806(00)00046-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We measured the growth of the neocortex (NCx) and telencephalic white matter (WM) in the brain of 64 cats allocated to the following 11 age-groups: fetal (E) 59 days (birth is at E63-65), postnatal (P) days 1, 7, 15, 30, 45, 60, 90, 120, 180, and adult. There were six subjects per group (except for E59, n=4). Using a projection microscope and cytochrome oxidase-stained coronal sections, a total of 4300 and 4325 sections at left and of 4282 and 4264 sections at right were drawn for the NCx and for the WM, respectively. With computer assistance, the drawings were digitized to calculate mean cross-sectional area and then the mean volume of each structure per age-group. The two structures grew heterochronously. In terms of percentage of the adult volume, for the left side (both side grew at a similar rate), the size of the NCx grew very fast from a 15.7% at E59 to an adult-range value of 93.7% at P30. In contrast, the WM grew slowly. Starting at a larger volume of 55%, the WM was only 72. 5% of the adult size at P30 reaching an adult-range value only by P180 (94.7%). After P30, both structures showed a small, albeit consistent, left versus right asymmetry with the right size been larger at all (but fetal) ages by a margin ranging between 0.4 and 4. 1%. In addition, after P30 the NCx tended to overgrow with all groups showing higher values relative to adult cats, and reaching significance at P60 (volume higher by 19.2%, P<0.01) and at P180 (higher by 14.5%, P<0.05). For the NCx there were no within group correlations between volume of the structures and the subjects' body weight, while a positive correlation was present for four of the WM postnatal groups. There were no correlations between the size of the structures and the sex of the cats. The data is discussed in the context of the extant human and animal literature and, in the ensuing paper, also within the context of growth of subcortical structures.
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Affiliation(s)
- J R Villablanca
- Departments of Psychiatry and Biobehavioral Sciences and of Neurobiology, Mental Retardation Research Center and Brain Research Institute, University of California, Los Angeles, CA 90024-1759, USA.
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Prager TC, Zou YL, Jensen CL, Fraley JK, Anderson RE, Heird WC. Evaluation of methods for assessing visual function of infants. J AAPOS 1999; 3:275-82. [PMID: 10532572 DOI: 10.1016/s1091-8531(99)70023-6] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
PURPOSE Commonly used behavioral and electrical testing methods for estimation of visual acuity and visual function in infants yield different estimates and may not accurately predict visual acuity and visual function in later life. Moreover, neither test-retest variability nor side-by-side comparisons of the various methods have been thoroughly evaluated in the same infant population. The purpose of this study was to provide such an evaluation. METHOD The test-retest variability of visual acuity and visual function was evaluated for the Teller Acuity Card (TAC) procedure, sweep visual evoked potential (VEP), as well as latency and amplitude measured by transient pattern VEP. Groups of approximately 20 infants contributed test-retest data. Visual function estimated by the various methods in a larger group of infants (n = 118) was compared. Correlations between methods and the validity of the various methods to detect maturational changes between 4 and 8 months of age were also assessed. Administration of these tests was according to standard and usual procedures. RESULTS The average percent difference between test and retest estimates of acuity as well as the SD was lowest for transient VEP latency (3%, 7% SD). The other methods were markedly more variable: sweep VEP (2%, 22% SD), TAC procedure (8%, 20% SD), and transient VEP amplitude (7.5%, 39% SD). Average coefficients of variation showed a similar trend: transient VEP latency, 8%; sweep VEP, 15%; TACs, 30%; and transient amplitude, 53%. Correlations among estimates by the methods were poor, but expected changes in visual maturation from 4 to 8 months of age were detected with all methods. CONCLUSIONS All methods evaluated provide valid and reliable test-retest data for a group, but are less valid for estimating visual acuity and visual function of an individual subject. The poor correlations between any 2 of the testing methods suggest that each test assesses a different aspect of vision. Nonetheless, expected maturational changes between 4 and 8 months of age were readily detectable by all methods evaluated.
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Affiliation(s)
- T C Prager
- Department of Ophthalmology and Visual Science, University of Texas Health Science Center, Houston, USA.
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Abstract
The responses of 20 young adult emmetropes with normal color vision were measured on a battery of visual performance tasks. Using previously documented tests of known reliability, we evaluated orientation discrimination, contrast sensitivity, wavelength sensitivity, vernier acuity, direction-of-motion detection, velocity discrimination, and complex form identification. Performance varied markedly between individuals, both on a given test and when the scores from all tests were combined to give an overall indication of visual performance. Moreover, individual performances on tests of contrast sensitivity, orientation discrimination, wavelength discrimination, and vernier acuity covaried, such that proficiency on one test predicted proficiency on the others. These results indicate a wide range of visual abilities among normal subjects and provide the basis for an overall index of visual proficiency that can be used to determine whether the surprisingly large and coordinated size differences of the components of the human visual system (Andrews, Halpern, & Purves, 1997) are reflected in corresponding variations in visual performance.
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Affiliation(s)
- S D Halpern
- Duke University Medical Center, Durham, NC 27710, USA
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Abstract
We have examined several components of the human visual system to determine how the dimensions of the optic tract, lateral geniculate nucleus (LGN), and primary visual cortex (V1) vary within the same brain. Measurements were made of the cross-sectional area of the optic tract, the volumes of the magnocellular and parvocellular layers of the LGN, and the surface area and volume of V1 in one or both cerebral hemispheres of 15 neurologically normal human brains obtained at autopsy. Consistent with previous observations, there was a two- to threefold variation in the size of each of these visual components among the individuals studied. Importantly, this variation was coordinated within the visual system of any one individual. That is, a relatively large V1 was associated with a commensurately large LGN and optic tract, whereas a relatively small V1 was associated with a commensurately smaller LGN and optic tract. This relationship among the components of the human visual system indicates that the development of its different parts is interdependent. Such coordinated variation should generate substantial differences in visual ability among humans.
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Amunts K, Istomin V, Schleicher A, Zilles K. Postnatal development of the human primary motor cortex: a quantitative cytoarchitectonic analysis. ANATOMY AND EMBRYOLOGY 1995; 192:557-71. [PMID: 8751113 DOI: 10.1007/bf00187186] [Citation(s) in RCA: 25] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
The postnatal development of the human primary motor cortex (area 4) was analyzed in 54 individuals ranging in age from birth to 90 years. Three parameters defining major cytoarchitectonic features (areal fraction, numerical density and mean area of cells) were measured in vertical columns extending from the pial surface to the border between cortex and underlying white matter. The data were compiled in profile curves that reveal or more detailed laminar pattern than the classical cytoarchitectonic descriptions. The most pronounced decreases in numerical density and areal fraction of Nissl-stained cells profiles during early postnatal ontogeny are observed in layer II. A clearly delineable layer IV, which is still recognizable in the newborn, disappears gradually during the first postnatal months. Although the width of the cortex as a whole increases during this period, layer V, the main source of pyramidal tract fibers, is the only lamina that also increases in relative thickness. The other layers remain stable or become relatively thinner. These results reveal specific laminar growth processes in area 4, which take place in parallel with the functional maturation of the cortical motor system.
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Affiliation(s)
- K Amunts
- C.&O. Vogt Brain Research Institute, Heinrich Heine University Düsseldorf, Germany
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Leuba G, Kraftsik R. Changes in volume, surface estimate, three-dimensional shape and total number of neurons of the human primary visual cortex from midgestation until old age. ANATOMY AND EMBRYOLOGY 1994; 190:351-66. [PMID: 7840422 DOI: 10.1007/bf00187293] [Citation(s) in RCA: 73] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Macroscopic features such as volume, surface estimate, thickness and caudorostral length of the human primary visual cortex (Brodman's area 17) of 46 human brains between midgestation and 93 years were studied by means of camera lucida drawings from serial frontal sections. Individual values were best fitted by a logistic function from midgestation to adulthood and by a regression line between adulthood and old age. Allometric functions were calculated to study developmental relationships between all the features. The three-dimensional shape of area 17 was also reconstructed from the serial sections in 15 cases and correlated with the sequence of morphological events. The sulcal pattern of area 17 begins to develop around 21 weeks of gestation but remains rather simple until birth, while it becomes more convoluted, particularly in the caudal part, during the postnatal period. Until birth, a large increase in cortical thickness (about 83% of its mean adult value) and caudorostral length (69%) produces a moderate increase in cortical volume (31%) and surface estimate (40%) of area 17. After birth, the cortical volume and surface undergo their maximum growth rate, in spite of a rather small increase in cortical thickness and caudorostral length. This is due to the development of the pattern of gyrification within and around the calcarine fissure. All macroscopic features have reached the mean adult value by the end of the first postnatal year. With aging, the only features to undergo significant regression are the cortical surface estimate and the caudorostral length. The total number of neurons in area 17 shows great interindividual variability at all ages. No decrease in the postnatal period or in aging could be demonstrated.
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Affiliation(s)
- G Leuba
- University Psychogeriatrics Hospital, Lausanne, Switzerland
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Abstract
This short review presents examples of plasticity in the brains of vertebrates including man. The basic ability of the nervous system to make functionally relevant adaptations to functional challenges of various kinds during development and adulthood is called plasticity. Enucleation of the eyes or lesioning of the lateral geniculate body during development lead to the generation of a new architectonic area within the nonhuman primate and human primary visual cortex. The enucleation of one eye in rats at various postnatal stages causes profound plastic changes in the callosal system of the visual cortex. The central representation of the periphery in the adult cerebral cortex (somatotopy) can also be altered by adaptive processes. Naturally occurring nerve cell death during pre- and early postnatal development can be manipulated by impairing normal development of neuro-transmission. These findings argue for an important role of transmitter receptors in brain plasticity. The number of receptors shows, for most brain regions and receptor types, an overshoot of growth during ontogeny. After lesions have damaged the adult geniculo-cortical and septo-hippocampal systems, receptors can exhibit plastic changes such as upregulation of the number of binding sites (visual cortex) and modifications in the coupling of receptors, transducer proteins (G-proteins) and second messengers (hippocampus).
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Affiliation(s)
- K Zilles
- C. and O. Vogt Brain Research Institute, University of Düsseldorf, Germany
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