A Theoretical Analysis of the Influence of Fixational Instability on the Development of Thalamocortical Connectivity

Under natural viewing conditions, the physiological inotability of visual fixation keeps the projection of the stimulus on the retina in constant motion. After eye opening, chronic exposure to a constantly moving retinal image might influence the experience-dependent refinement of cell response characteristics. The results of previous modeling studies have suggested a contribution of fixational instability in the Hebbian maturation of the receptive fields of V1 simple cells (Rucci, Edelman, & Wray, 2000; Rucci & Casile, 2004). This paper presents a mathematieal explanation of our previous computational results. Using quasi-linear models of LGN units and V1 simple cells, we derive analytical expressions for the second-order statistics of thalamocortical activity before and after eye opening. We show that in the presence of natural stimulation, fixational instability introduces a spatially uncorrelated signal in the retinal input, whieh strongly influences the structure of correlated activity in the model

Mechanisms Underlying Maintenance of Adult Visual Receptive Fields

The establishment of neuronal connections requires a sequence of orchestrated events including neuronal migration, axon guidance, synapse formation and elimination, and circuit fine-tuning. Understanding the molecular signaling pathways that underlie these processes is fundamental to understanding how the nervous system is assembled and how it functions. In this dissertation, I investigated the molecular mechanisms mediating the effects of visual experience in the development and plasticity of the visual pathway. Each neuron receiving visual input responds to a specific area of the visual field- their receptive field (RF). During early development RFs refine in size, an important property of visual acuity. Utilizing the sensory deprivation model of dark rearing (DR) in Syrian hamsters (Mesocricerus auratus), I investigated the signaling mechanisms underlying RF refinement and plasticity. Our lab has previously reported that the developmental refinement of RFs happens independently of visual experience in both superior colliculus (SC) and visual cortex (V1), but fails to be maintained without sufficient visual experience during an early critical period (CP). Using a pharmacological approach, I show that BDNF/TrkB signaling is crucial for the maintenance of RF refinement in SC. DR hamsters treated with a TrkB agonist during the CP for RF refinement maintenance (P33-P40) have mature RFs in adulthood. Hamsters given visual experience, but treated with a TrkB antagonist during the CP have enlarged (unrefined) RFs in adulthood. I also show that refined RFs are essential for enhancing both looming escape behaviors, and spatial discrimination of sinusoidal gratings. How early visual experience prevents plasticity in adulthood (resulting in a loss of RF maintenance) is poorly understood, but reduced GABAergic inhibition is involved. Using a molecular approach I identified several possible mechanisms mediating a loss of inhibition in SC of DR adults. Ultimately it appears that reduced expression of the GABA neurotransmitter is primarily responsible for loss of RF maintenance, rather than any post synaptic modifications. This work provides insight into the mechanisms of development and plasticity in the nervous system and could instruct therapies to prevent maladaptive plasticity in disease and to enhance recovery of function in adults

The Wiring of Developing Sensory Circuits—From Patterned Spontaneous Activity to Synaptic Plasticity Mechanisms

In order to accurately process incoming sensory stimuli, neurons must be organized into functional networks, with both genetic and environmental factors influencing the precise arrangement of connections between cells. Teasing apart the relative contributions of molecular guidance cues, spontaneous activity and visual experience during this maturation is on-going. During development of the sensory system, the first, rough organization of connections is created by molecular factors. These connections are then modulated by the intrinsically generated activity of neurons, even before the senses have become operational. Spontaneous waves of depolarizations sweep across the nervous system, placing them in a prime position to strengthen correct connections and weaken others, shaping synapses into a useful network. A large body of work now support the idea that, rather than being a mere side-effect of the system, spontaneous activity actually contains information which readies the nervous system so that, as soon as the senses become active, sensory information can be utilized by the animal. An example is the neonatal mouse. As soon as the eyelids first open, neurons in the cortex respond to visual information without the animal having previously encountered structured sensory input (Cang et al., 2005b; Rochefort et al., 2011; Zhang et al., 2012; Ko et al., 2013). In vivo imaging techniques have advanced considerably, allowing observation of the natural activity in the brain of living animals down to the level of the individual synapse. New (opto)genetic methods make it possible to subtly modulate the spatio-temporal properties of activity, aiding our understanding of how these characteristics relate to the function of spontaneous activity. Such experiments have had a huge impact on our knowledge by permitting direct testing of ideas about the plasticity mechanisms at play in the intact system, opening up a provocative range of fresh questions. Here, we intend to outline the most recent descriptions of spontaneous activity patterns in rodent developing sensory areas, as well as the inferences we can make about the information content of those activity patterns and ideas about the plasticity rules that allow this activity to shape the young brain

Coordinated optimization of visual cortical maps (II) Numerical studies

It is an attractive hypothesis that the spatial structure of visual cortical architecture can be explained by the coordinated optimization of multiple visual cortical maps representing orientation preference (OP), ocular dominance (OD), spatial frequency, or direction preference. In part (I) of this study we defined a class of analytically tractable coordinated optimization models and solved representative examples in which a spatially complex organization of the orientation preference map is induced by inter-map interactions. We found that attractor solutions near symmetry breaking threshold predict a highly ordered map layout and require a substantial OD bias for OP pinwheel stabilization. Here we examine in numerical simulations whether such models exhibit biologically more realistic spatially irregular solutions at a finite distance from threshold and when transients towards attractor states are considered. We also examine whether model behavior qualitatively changes when the spatial periodicities of the two maps are detuned and when considering more than 2 feature dimensions. Our numerical results support the view that neither minimal energy states nor intermediate transient states of our coordinated optimization models successfully explain the spatially irregular architecture of the visual cortex. We discuss several alternative scenarios and additional factors that may improve the agreement between model solutions and biological observations.Comment: 55 pages, 11 figures. arXiv admin note: substantial text overlap with arXiv:1102.335

Coordinated optimization of visual cortical maps : 2. Numerical studies

In the juvenile brain, the synaptic architecture of the visual cortex remains in a state of flux for months after the natural onset of vision and the initial emergence of feature selectivity in visual cortical neurons. It is an attractive hypothesis that visual cortical architecture is shaped during this extended period of juvenile plasticity by the coordinated optimization of multiple visual cortical maps such as orientation preference (OP), ocular dominance (OD), spatial frequency, or direction preference. In part (I) of this study we introduced a class of analytically tractable coordinated optimization models and solved representative examples, in which a spatially complex organization of the OP map is induced by interactions between the maps. We found that these solutions near symmetry breaking threshold predict a highly ordered map layout. Here we examine the time course of the convergence towards attractor states and optima of these models. In particular, we determine the timescales on which map optimization takes place and how these timescales can be compared to those of visual cortical development and plasticity. We also assess whether our models exhibit biologically more realistic, spatially irregular solutions at a finite distance from threshold, when the spatial periodicities of the two maps are detuned and when considering more than 2 feature dimensions. We show that, although maps typically undergo substantial rearrangement, no other solutions than pinwheel crystals and stripes dominate in the emerging layouts. Pinwheel crystallization takes place on a rather short timescale and can also occur for detuned wavelengths of different maps. Our numerical results thus support the view that neither minimal energy states nor intermediate transient states of our coordinated optimization models successfully explain the architecture of the visual cortex. We discuss several alternative scenarios that may improve the agreement between model solutions and biological observations

Development and Plasticity of The Retinocollicular Projection

Brain development and function depend on intrinsic and extrinsic factors. In particular, the proper functioning of sensory systems can be altered according to the quality of extrinsic sensory information received during life. In this context, questions concerning neuroplasticity take on special relevance when considering that sensory experience has a big impact on the degree of plasticity of the brain. In this thesis, we have sought to understand how visual deprivation affects the development and maintenance of visual centers in the brain and the role of visual deprivation on plasticity throughout life. We have addressed this question by studying the retinocollicular projection, which is the neuronal pathway that connects the retina with a visual input processing center, the superior colliculus (SC). Unexpectedly, we found that in Syrian hamsters (Mesocricetus auratus) the size of receptive fields (RFs) of neurons in the SC is plastic in adult animals if they have been deprived of a minimum of visual experience when juveniles. Specifically, dark-reared (DR) hamsters refine SC RFs as do their normally-reared counterparts, but they lose RF refinement if they remain in the dark after their RFs get refined. We found that a well defined period and duration of visual experience can stabilize RF size in adulthood. Furthermore, we sought to investigate the mechanisms by which RF size is increased in adult DR hamsters. By testing the strength of intracollicular inhibition using electrophysiological and molecular techniques, we have found that visually-deprived animals have weaker inhibitory circuitry in their SC than normal animals. The quantity of GABA receptors and GABA containing neurons is decreased in the SC of adult DR animals. We propose that these results explain at least in part the RF enlargement we find in visually-deprived animals. Knowledge from this study provides general insight into sensory system plasticity in adulthood and new information about visual system development that is relevant for treatments of diseases

Visual cortical plasticity after the termination of the critical period: A review and experimental test

A literature review is presented in which stimulus deprivation amblyopia is discussed. Additionally, the review of literature covers aspects of attentional and motivational effects on stimulus deprivation amblyopia. Although the experimental design originally intended to induce amblyopia in six kittens born June 14, 1992, only two survived to become subjects in the study. The two kittens were monocularly deprived of light stimulation by wearing an opaque contact lens on the right eye during six hours of light exposure per day, five days per week, beginning at four weeks of age. At all other times, including the first four weeks of life, they were kept in the dark. Beginning at eleven weeks of age, the kittens were motivationally trained to recognize grating acuity patterns, and then acuity testing in the non-deprived eye began at twenty-two weeks of age. Reverse occlusion and acuity testing after the critical period, for the purpose of exploring any motivational visual function recovery, began at thirty-seven weeks of age

Glutamatergic retinal waves

Spontaneous activity patterns propagate through many parts of the developing nervous system and shape the wiring of emerging circuits. Prior to vision, waves of activity originating in the retina propagate through the lateral geniculate nucleus (LGN) of the thalamus to primary visual cortex (V1). Retinal waves have been shown to instruct the wiring of ganglion cell axons in LGN and of thalamocortical axons in V1 via correlation-based plasticity rules. Across species, retinal waves mature in three stereotypic stages (I-III), in which distinct circuit mechanisms give rise to unique activity patterns that serve specific functions in visual system refinement. Here, I review insights into the patterns, mechanisms, and functions of stage III retinal waves, which rely on glutamatergic signaling. As glutamatergic waves spread across the retina, neighboring ganglion cells with opposite light responses (ON vs. OFF) are activated sequentially. Recent studies identified lateral excitatory networks in the inner retina that generate and propagate glutamatergic waves, and vertical inhibitory networks that desynchronize the activity of ON and OFF cells in the wavefront. Stage III wave activity patterns may help segregate axons of ON and OFF ganglion cells in the LGN, and could contribute to the emergence of orientation selectivity in V1

In Vivo Spike-Timing-Dependent Plasticity in the Optic Tectum of Xenopus Laevis

Spike-timing-dependent plasticity (STDP) is found in vivo in a variety of systems and species, but the first demonstrations of in vivo STDP were carried out in the optic tectum of Xenopus laevis embryos. Since then, the optic tectum has served as an excellent experimental model for studying STDP in sensory systems, allowing researchers to probe the developmental consequences of this form of synaptic plasticity during early development. In this review, we will describe what is known about the role of STDP in shaping feed-forward and recurrent circuits in the optic tectum with a focus on the functional implications for vision. We will discuss both the similarities and differences between the optic tectum and mammalian sensory systems that are relevant to STDP. Finally, we will highlight the unique properties of the embryonic tectum that make it an important system for researchers who are interested in how STDP contributes to activity-dependent development of sensory computations