Humans’ perceptual experience of color is very different from what one might expect, given the light reaching the eye. Identical patterns of light are often perceived as different colors, and different patterns of light are often perceived as the same color. Even more strikingly, our perceptual experience is that hues are arranged circularly (with red similar to violet), even though single-wavelength lights giving rise to perceptions of red and violet are at opposite ends of the wavelength spectrum. The goal of this thesis is to understand how perceptual color space arises in the brain, focusing on the arrangement of hue. To do this, we use computational modeling to integrate findings about light, physiology of the visual system, and color representation in the brain. Recent experimental work shows that alongside spatially contiguous orientation preference maps, macaque primary visual cortex (V1) represents color in isolated patches, and within those patches hue appears to be spatially organized according to perceptual color space. We construct a model of the early visual system that develops based on natural input, and we demonstrate that several factors interact to prevent this first model from developing a realistic representation of hue. We show these factors as independent dimensions and relate them to problems the brain must be overcoming in building a representation of perceptual color space: physiological and environmental variabilities to which the brain is relatively insensitive (surprisingly, given the importance of input in driving development). We subsequently show that a model with a certain position on each dimension develops a hue representation matching the range and spatial organization found in macaque V1—the first time a model has done so. We also show that the realistic results are part of a spectrum of possible results, indicating other organizations of color and orientation that could be found in animals, depending on physiological and environmental factors. Finally, by analyzing how the models work, we hypothesize that well-accepted biological mechanisms such as adaptation, typically omitted from models of both luminance and color processing, can allow the models to overcome these variabilities, as the brain does. These results help understand how V1 can develop a stable, consistent representation of color despite variabilities in the underlying physiology and input statistics. This in turn suggests how the brain can build useful, stable representations in general based on visual experience, despite irrelevant variabilities in input and physiology. The resulting models form a platform to investigate various adult color visual phenomena, as well as to predict results of rearing experiments.

Le cortex cérébral constitue l’une des structures les plus évoluées et complexes de notre cerveau. Sa surface est divisée en de nombreuses aires fonctionnelles. La mise en place des aires corticales dépend à la fois de facteurs intrinsèques comme la sécrétion de morphogènes ou l’expression en gradient de différents facteurs de transcription, mais elle dépend aussi de facteurs extrinsèques au cortex, en particulier l'innervation par le thalamus. Les ephrines et leurs récepteurs Eph constituent une famille multigénique de facteurs de signalisation impliqués dans divers événements clé du développement cortical où ils sont exprimés selon des profils spatio-temporels complexes. Aux stades tardifs du développement, EphA7 et l’ephrine-A5 sont exprimés en gradients complémentaires au sein de chaque territoire des aires présomptives, constituant ainsi les marqueurs les plus précoces de ces aires corticales. Par la combinaison d’approches in-vitro utilisant la technique d’électroporation focale de tranches corticales embryonnaires, puis in-vivo en utilisant la technique de transgénèse d’addition, nous avons identifié une séquence régulatrice de EphA7 appelée pA7, capable de mimer l’expression endogène de EphA7 au sein du télencéphale dorsal en développement. La lignée de souris pA7-GFP ainsi générée exprime la GFP spécifiquement au sein du télencéphale dorsal durant les stades précoces. Aux stades périnataux cette expression se régionalise au sein de la plaque corticale de chacune des aires présomptives selon des gradients récapitulant ceux observés pour EphA7. Nous avons ensuite purifié des neurones exprimant différents niveaux d’EphA7 par la technique de FACS «Fluorescence-Activated Cell Sorting » et l’analyse de leur transcriptome nous a permis de trouver un grand nombre de gènes différentiellement exprimés. Tous ceux testés par la technique d’hybridation in situ sont exprimés selon un gradient latéral fort et médial faible dans le cortex pariétal, similaire à celui d’EphA7. L’examination de leur profil au sein de cortex de souris dépourvus d’afférences thalamiques, nous a permis de conclure que l’expression de ces gènes incluant EphA7 s’établit indépendamment de celles-ci. Ainsi, notre étude a permis d'identifier un répertoire de gènes neuronaux, pouvant agir en amont ou en combinaison avec EphA7 pour contrôler les facteurs intrinsèques essentiels à l’établissement des aires corticales./ The cerebral cortex is subdivided into distinct cortical areas characterized by specific patterns of gene expression and neuronal connectivity. The patterning of cortical areas is thought to be controlled by a combination of intrinsic factors that are expressed in the cortex, and external signals such as inputs from the thalamus. EphA7 is a member of the ephrin/Eph family of guidance factors that is involved in key aspects of the development of the cortex, and is expressed in several gradients within developing cortical areas. By combining in vitro transcriptional assays and mouse transgenics, we identified a regulatory element of the EphA7 promoter, named pA7, that can recapitulate salient features of the pattern of expression of EphA7 in the developing forebrain, including gradients in the cortex. Using a mouse reporter line where GFP expression recapitulates EphA7 expression, we developed a GFP-based cell sorting procedure to isolate cortical neuron populations displaying different levels of EphA7 expression. Transcriptome analysis of these populations enabled to identify a specific array of differentially expressed genes. All genes validated further in vivo were confirmed to be expressed along distinct gradients in the developing cortical plate, similarly to EphA7. The expression of these genes was unchanged in mutant mice defective for thalamocortical projections, indicating that their graded pattern is largely intrinsic to the cortex. Our study identifies a novel repertoire of cortical neuron genes that may act upstream of, or together with EphA7, to control the intrinsic patterning of cortical areas.

Cerebral cortex development is a complex process that integrates both extrinsic and intrinsic mechanisms. The surrounding cellular environment triggers receptor activation, which in turn initiates components of different signalling cascades and subsequently gene transcription, influencing cell survival, proliferation, and differentiation. Genetic mutations causing a loss-of-function or gain-of-function of signalling pathways elements can lead to cortical abnormalities and result in cognitive dysfunctions. In this thesis, I examined the receptor tyrosine kinase (RTK) TrkB and TrkC, the small GTPase Ras, and the C/EBP family of transcription factors, investigating their roles during cerebral cortex development. First, I looked at the role of C/EBPs during cortical cell fate determination. I determined that inhibition of C/EBPs decrease neurogenesis, keeping precursors in an undifferentiated state and later promoting their differentiation into astrocytes, while expression of an activated form of C/EBP promoted neurogenesis and reduced astrogenesis. Moreover, the inhibition of MEK, a mediator of C/EBPβ phosphorylation, also caused a decrease in neurogenesis. Thus, activation of the MEK-C/EBP pathway biases precursor cells to become neurons rather than astrocytes, thereby acting as a differentiation switch. Second, I examined the involvement of Trk signalling during cortical development. I showed that genetic knockdown using shRNA, or inhibition using dominant negative of TrkB and TrkC lead to a decrease in proliferation and later to postnatal precursor cells depletion. Moreover, it caused a reduction in number of neurons combined with mislocalization of the generated neurons to the different cortical layers. Thus, Trk signalling plays an essential role in the regulation of cortical precursor cell proliferation and differentiation during embryonic development. Third, I elucidated the effect of Costello syndrome H-Ras mutations during cerebral cortex formation. I determined that these mutations promoted cell proliferation and astrogenesis, while reducing neurogenesis. Together, these data support a model where proper Trks/Ras/MEK/C/EBP signalling is essential for normal genesis of neurons and astrocytes and show that cortical development perturbations can ultimately lead to cognitive dysfunction as seen in Costello syndrome patients.

Cerebral cortex development is a complex process that integrates both extrinsic and intrinsic mechanisms. The surrounding cellular environment triggers receptor activation, which in turn initiates components of different signalling cascades and subsequently gene transcription, influencing cell survival, proliferation, and differentiation. Genetic mutations causing a loss-of-function or gain-of-function of signalling pathways elements can lead to cortical abnormalities and result in cognitive dysfunctions. In this thesis, I examined the receptor tyrosine kinase (RTK) TrkB and TrkC, the small GTPase Ras, and the C/EBP family of transcription factors, investigating their roles during cerebral cortex development. First, I looked at the role of C/EBPs during cortical cell fate determination. I determined that inhibition of C/EBPs decrease neurogenesis, keeping precursors in an undifferentiated state and later promoting their differentiation into astrocytes, while expression of an activated form of C/EBP promoted neurogenesis and reduced astrogenesis. Moreover, the inhibition of MEK, a mediator of C/EBPβ phosphorylation, also caused a decrease in neurogenesis. Thus, activation of the MEK-C/EBP pathway biases precursor cells to become neurons rather than astrocytes, thereby acting as a differentiation switch. Second, I examined the involvement of Trk signalling during cortical development. I showed that genetic knockdown using shRNA, or inhibition using dominant negative of TrkB and TrkC lead to a decrease in proliferation and later to postnatal precursor cells depletion. Moreover, it caused a reduction in number of neurons combined with mislocalization of the generated neurons to the different cortical layers. Thus, Trk signalling plays an essential role in the regulation of cortical precursor cell proliferation and differentiation during embryonic development. Third, I elucidated the effect of Costello syndrome H-Ras mutations during cerebral cortex formation. I determined that these mutations promoted cell proliferation and astrogenesis, while reducing neurogenesis. Together, these data support a model where proper Trks/Ras/MEK/C/EBP signalling is essential for normal genesis of neurons and astrocytes and show that cortical development perturbations can ultimately lead to cognitive dysfunction as seen in Costello syndrome patients.

Niemann-Pick type C1 (NPC1) disease is a lysosomal storage disorder caused by defective intracellular trafficking of exogenous cholesterol. Purkinje cell (PC) degeneration is the main sign of cerebellar dysfunction in both NPC1 patients and animal models. It has been recently shown that a significant decrease in Sonic hedgehog (Shh) expression reduces the proliferative potential of granule neuron precursors in the developing cerebellum of Npc1(-/-) mice. Pursuing the hypothesis that this developmental defect translates into functional impairments, we have assayed Npc1-deficient pups belonging to the milder mutant mouse strain Npc1(nmf164) for sensorimotor development from postnatal day (PN) 3 to PN21. Npc1(nmf164)/Npc1(nmf164) pups displayed a 2.5-day delay in the acquisition of complex motor abilities compared to wild-type (wt) littermates, in agreement with the significant disorganization of cerebellar cortex cytoarchitecture observed between PN11 and PN15. Compared to wt, Npc1(nmf164) homozygous mice exhibited a poorer morphological differentiation of Bergmann glia (BG), as indicated by thicker radial shafts and less elaborate reticular pattern of lateral processes. Also BG functional development was defective, as indicated by the significant reduction in GLAST and Glutamine synthetase expression. A reduced VGluT2 and GAD65 expression also indicated an overall derangement of the glutamatergic/GABAergic stimulation that PCs receive by climbing/parallel fibers and basket/stellate cells, respectively. Lastly, Npc1-deficiency also affected oligodendrocyte differentiation as indicated by the strong reduction of myelin basic protein. Two sequential 2-hydroxypropyl-beta-cyclodextrin administrations at PN4 and PN7 counteract these defects, partially preventing functional impairment of BG and fully restoring the normal patterns of glutamatergic/GABAergic stimulation to PCs. These findings indicate that in Npc1(nmf164) homozygous mice the derangement of synaptic connectivity and dysmyelination during cerebellar morphogenesis largely anticipate motor deficits that are typically observed during adulthood.

Basische Helix-Loop-Helix (bHLH)-Proteine bilden eine diverse Gruppe evolutionär gut konservierter Transkriptionsfaktoren. Viele transaktivierende bHLH-Proteine werden zelltyp- oder gewebespezifisch exprimiert und fungieren als wichtige Schlüsselregulatoren zellulärer Determinations- und Differenzierungsprozesse. Die eng verwandten neuronalen bHLH-Gene Neurod1, Neurod2 und Neurod6 werden in differenzierenden Pyramidenneuronen des sich entwickelnden zerebralen Kortex exprimiert und stehen schon lange im Verdacht, deren Reifung zu steuern. In der Vergangenheit wurde jedes der drei Gene in Mäusen inaktiviert. Untersuchungen an den einfach-defizienten Tieren konnten jedoch keine wichtigen Funktionen in embryonalen Pyramidenneuronen identifizieren. Da die Aminosäuresequenzen und die Expressionsmuster der Faktoren sehr ähnlich sind, wurde angenommen, dass sie sich redundante Funktionalität teilen. Um dies zu überprüfen, habe ich Neurod2/6-doppel-defiziente Tiere gezüchtet und unter besonderer Berücksichtigung der Differenzierung von Pyramidenneuronen und der Konnektivität des zerebralen Kortex analysiert: Die Experimente zeigen, dass Neurod2 und Neurod6 tatsächlich mehrere bisher unbekannte gemeinsame Funktionen haben, wobei jeder Faktor für den Verlust des jeweils anderen kompensieren kann. Zumindest eines der beiden Gene ist notwendig für (1) die Kontrolle der radialen Migration eines Teils der Pyramidenneurone, (2) die frühe Regionalisierung des zerebralen Kortex und (3) die Bildung kortikaler Projektionen vom Neokortex zum Striatum, zum Thalamus und zur kontralateralen Hemisphäre. Callosale Axone bilden in Neurod2/6-doppel-defizienten Mäusen Faserbündel die tangential in den medialen Kortex einwachsen, aber noch vor Erreichen des ipsilateralen Cingulums und vor dem Kontakt mit der Mittellinie stoppen und defaszikulieren. Es resultiert eine neue Variante der callosalen Agenesie, die nahelegt, dass es bisher nicht identifizierte Wachstumssignale im medialen Kortex gibt. Die Expression von Neurod1, welche sich normalerweise auf die Subventrikularzone beschränkt, persistiert in radial migrierenden Pyramidenneuronen der Intermediärzone und der Kortikalplatte von Neurod2/6-doppel-defizienten Mäusen. Diese ektopische Neurod1-Expression kann dort den Verlust von Neurod2 und Neurod6 kompensieren. In einem weiteren Schritt habe ich konditionale Neurod1/2/6-tripel-defiziente Mäuse gezüchtet. In diesen Tieren wird das Neurod1-Gen durch selektive genetische Rekombination in all jenen Zellen, die über Neurod6-Promoteraktivität verfügen, irreversibel entfernt: Wie erwartet, teilt sich Neurod1 weitere gemeinsame Funktionen mit Neurod2 und Neurod6. Zumindest eines der drei Gene ist notwendig für die Differenzierung hippokampaler Pyramidenzellen und die Hemmung des programmierten Zelltods der unreifen Neuronen des Cornu Ammonis. Während die gemeinsame Inaktivierung von Neurod1/2/6 zur Aplasie des Hippocampus führt, überlebt ein Großteil der neokortikalen Pyramidenzellen. Die terminale neuronale Differenzierung ist jedoch auch im Neokortex gestört und die neokortikale Konnektivität sehr stark reduziert. Diese Arbeit zeigt, dass die Transkriptionsfaktoren der NeuroD-Familie gemeinsam die Differenzierung, das Überleben, die Migration und das axonale Wachstum von pyramidalen Neuronen des sich entwickelnden zerebralen Kortex steuern. Während der Embryonalentwicklung ergeben sich folgende, teils überschneidende Funktionen der NeuroD-Gene: Die Differenzierung und das Überleben von hippocampalen Körnerzellen ist abhängig von Neurod1. Die frühen Schritte der Differenzierung von hippocampalen Pyramidenneuronen und deren Überleben sind eine Funktion von wahlweise Neurod1, Neurod2 oder Neurod6. Spätere neuronale Differenzierungsschritte, die Regionalisierung des Neokortex und das gezielte Wachstum wichtiger neokortikaler Faserzüge basieren auf Funktionen von Neurod2 oder Neurod6, aber nicht von Neurod1. Der postnatale Umbau des somatosensorischen Kortex und die funktionale Integration thalamischer Afferenzen wurden bereits als strikt Neurod2-abhängig beschrieben.

Mammals are born on a precocial–altricial continuum. Altricial species produce helpless neonates with closed distant organs incapable of locomotion, whereas precocial species give birth to well-developed young that possess sophisticated sensory and locomotor capabilities. Previous studies suggest that distinct patterns of cortex development differ between precocial and altricial species. This study compares patterns of neocortex neurogenesis and maturation in the precocial guinea pig and altricial dwarf rabbit, both belonging to the taxon of Glires. We show that the principal order of neurodevelopmental events is preserved in the neocortex of both species. Moreover, we show that neurogenesis starts at a later postconceptional day and takes longer in absolute gestational days in the precocial than the altricial neocortex. Intriguingly, our data indicate that the dwarf rabbit neocortex contains a higher abundance of highly proliferative basal progenitors than the guinea pig, which might underlie its higher encephalization quotient, demonstrating that the amount of neuron production is determined by complex regulation of multiple factors. Furthermore, we show that the guinea pig neocortex exhibits a higher maturation status at birth, thus providing evidence for the notions that precocial species might have acquired the morphological machinery required to attain their high functional state at birth and that brain expansion in the precocial newborn is mainly due to prenatally initiating processes of gliogenesis and neuron differentiation instead of increased neurogenesis. Together, this study reveals important insights into the timing and cellular differences that regulate mammalian brain growth and maturation and provides a better understanding of the evolution of mammalian altriciality and presocialit

Mammals are born on a precocial–altricial continuum. Altricial species produce helpless neonates with closed distant organs incapable of locomotion, whereas precocial species give birth to well-developed young that possess sophisticated sensory and locomotor capabilities. Previous studies suggest that distinct patterns of cortex development differ between precocial and altricial species. This study compares patterns of neocortex neurogenesis and maturation in the precocial guinea pig and altricial dwarf rabbit, both belonging to the taxon of Glires. We show that the principal order of neurodevelopmental events is preserved in the neocortex of both species. Moreover, we show that neurogenesis starts at a later postconceptional day and takes longer in absolute gestational days in the precocial than the altricial neocortex. Intriguingly, our data indicate that the dwarf rabbit neocortex contains a higher abundance of highly proliferative basal progenitors than the guinea pig, which might underlie its higher encephalization quotient, demonstrating that the amount of neuron production is determined by complex regulation of multiple factors. Furthermore, we show that the guinea pig neocortex exhibits a higher maturation status at birth, thus providing evidence for the notions that precocial species might have acquired the morphological machinery required to attain their high functional state at birth and that brain expansion in the precocial newborn is mainly due to prenatally initiating processes of gliogenesis and neuron differentiation instead of increased neurogenesis. Together, this study reveals important insights into the timing and cellular differences that regulate mammalian brain growth and maturation and provides a better understanding of the evolution of mammalian altriciality and presociality.

Le cortex cérébral constitue l’une des structures les plus évoluées et complexes de notre cerveau. Sa surface est divisée en de nombreuses aires fonctionnelles. La mise en place des aires corticales dépend à la fois de facteurs intrinsèques comme la sécrétion de morphogènes ou l’expression en gradient de différents facteurs de transcription, mais elle dépend aussi de facteurs extrinsèques au cortex, en particulier l'innervation par le thalamus. <p>Les ephrines et leurs récepteurs Eph constituent une famille multigénique de facteurs de signalisation impliqués dans divers événements clé du développement cortical où ils sont exprimés selon des profils spatio-temporels complexes. Aux stades tardifs du développement, EphA7 et l’ephrine-A5 sont exprimés en gradients complémentaires au sein de chaque territoire des aires présomptives, constituant ainsi les marqueurs les plus précoces de ces aires corticales. <p>Par la combinaison d’approches in-vitro utilisant la technique d’électroporation focale de tranches corticales embryonnaires, puis in-vivo en utilisant la technique de transgénèse d’addition, nous avons identifié une séquence régulatrice de EphA7 appelée pA7, capable de mimer l’expression endogène de EphA7 au sein du télencéphale dorsal en développement. La lignée de souris pA7-GFP ainsi générée exprime la GFP spécifiquement au sein du télencéphale dorsal durant les stades précoces. Aux stades périnataux cette expression se régionalise au sein de la plaque corticale de chacune des aires présomptives selon des gradients récapitulant ceux observés pour EphA7. Nous avons ensuite purifié des neurones exprimant différents niveaux d’EphA7 par la technique de FACS «Fluorescence-Activated Cell Sorting » et l’analyse de leur transcriptome nous a permis de trouver un grand nombre de gènes différentiellement exprimés. Tous ceux testés par la technique d’hybridation in situ sont exprimés selon un gradient latéral fort et médial faible dans le cortex pariétal, similaire à celui d’EphA7. L’examination de leur profil au sein de cortex de souris dépourvus d’afférences thalamiques, nous a permis de conclure que l’expression de ces gènes incluant EphA7 s’établit indépendamment de celles-ci. Ainsi, notre étude a permis d'identifier un répertoire de gènes neuronaux, pouvant agir en amont ou en combinaison avec EphA7 pour contrôler les facteurs intrinsèques essentiels à l’établissement des aires corticales./<p>The cerebral cortex is subdivided into distinct cortical areas characterized by specific patterns of gene expression and neuronal connectivity. The patterning of cortical areas is thought to be controlled by a combination of intrinsic factors that are expressed in the cortex, and external signals such as inputs from the thalamus. EphA7 is a member of the ephrin/Eph family of guidance factors that is involved in key aspects of the development of the cortex, and is expressed in several gradients within developing cortical areas. <p>By combining in vitro transcriptional assays and mouse transgenics, we identified a regulatory element of the EphA7 promoter, named pA7, that can recapitulate salient features of the pattern of expression of EphA7 in the developing forebrain, including gradients in the cortex. Using a mouse reporter line where GFP expression recapitulates EphA7 expression, we developed a GFP-based cell sorting procedure to isolate cortical neuron populations displaying different levels of EphA7 expression. Transcriptome analysis of these populations enabled to identify a specific array of differentially expressed genes. All genes validated further in vivo were confirmed to be expressed along distinct gradients in the developing cortical plate, similarly to EphA7. The expression of these genes was unchanged in mutant mice defective for thalamocortical projections, indicating that their graded pattern is largely intrinsic to the cortex. Our study identifies a novel repertoire of cortical neuron genes that may act upstream of, or together with EphA7, to control the intrinsic patterning of cortical areas. <p> <p> / Doctorat en Sciences biomédicales et pharmaceutiques / info:eu-repo/semantics/nonPublished