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The dorsal (DRN) and median (MRN) raphe are important nuclei involved in similar functions, including mood and sleep, but playing distinct roles. These nuclei have a different composition of neuronal types and set of neuronal connections, which among other factors, determine their neuronal dynamics. Most works characterize the neuronal dynamics using classic measures, such as using the average spiking frequency (FR), the coefficient of variation (CV), and action potential duration (APD). In the current study, to refine the characterization of neuronal firing profiles, we examined the neurons within the raphe nuclei. Through the utilization of nonlinear measures, our objective was to discern the redundancy and complementarity of these measures, particularly in comparison with classic methods. To do this, we analyzed the neuronal basal firing profile in both nuclei of urethane-anesthetized rats using the Shannon entropy (Bins Entropy) of the inter-spike intervals, permutation entropy of ordinal patterns (OP Entropy), and Permutation Lempel-Ziv Complexity (PLZC). Firstly, we found that classic (i.e., FR, CV, and APD) and nonlinear measures fail to distinguish between the dynamics of DRN and MRN neurons, except for the OP Entropy. We also found strong relationships between measures, including the CV with FR, CV with Bins entropy, and FR with PLZC, which imply redundant information. However, APD and OP Entropy have either a weak or no relationship with the rest of the measures tested, suggesting that they provide complementary information to the characterization of the neuronal firing profiles. Secondly, we studied how these measures are affected by the oscillatory properties of the firing patterns, including rhythmicity, bursting patterns, and clock-like behavior. We found that all measures are sensitive to rhythmicity, except for the OP Entropy. Overall, our work highlights OP Entropy as a powerful and useful quantity for the characterization of neuronal discharge patterns.

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The medial preoptic area (mPOA) undergoes through neuroanatomical changes across the postpartum period, during which its neurons play a critical role in the regulation of maternal behavior. In addition, this area is also crucial for sleep-wake regulation. We have previously shown that hypocretins (HCRT) within the mPOA facilitate active maternal behaviors in postpartum rats, while the blockade of endogenous HCRT in this area promotes nursing and sleep. To explore the mechanisms behind these HCRT actions, we aimed to evaluate the effects of juxta-cellular HCRT-1 administration on mPOA neurons in urethane-anesthetized postpartum and virgin female rats. We recorded mPOA single units and the electroencephalogram (EEG) and applied HCRT-1 juxta-cellular by pressure pulses. Our main results show that the electrophysiological characteristics of the mPOA neurons and their relationship with the EEG of postpartum rats did not differ from virgin rats. Additionally, neurons that respond to HCRT-1 had a slower firing rate than those that did not. In addition, administration of HCRT increased the activity in one group of neurons while decreasing it in another, both in postpartum and virgin rats. This study suggests that the mechanisms by which HCRT modulate functions controlled by the mPOA involve different cell populations.

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Recently, the sleep-wake states have been analysed using novel complexity measures, complementing the classical analysis of EEGs by frequency bands. This new approach consistently shows a decrease in EEG's complexity during slow-wave sleep, yet it is unclear how cortical oscillations shape these complexity variations. In this work, we analyse how the frequency content of brain signals affects the complexity estimates in freely moving rats. We find that the low-frequency spectrum - including the Delta, Theta, and Sigma frequency bands - drives the complexity changes during the sleep-wake states. This happens because low-frequency oscillations emerge from neuronal population patterns, as we show by recovering the complexity variations during the sleep-wake cycle from micro, meso, and macroscopic recordings. Moreover, we find that the lower frequencies reveal synchronisation patterns across the neocortex, such as a sensory-motor decoupling that happens during REM sleep. Overall, our works shows that EEG's low frequencies are critical in shaping the sleep-wake states' complexity across cortical scales.

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There is increasing evidence that the level of consciousness can be captured by neural informational complexity: for instance, complexity, as measured by the Lempel Ziv (LZ) compression algorithm, decreases during anaesthesia and non-rapid eye movement (NREM) sleep in humans and rats, when compared with LZ in awake and REM sleep. In contrast, LZ is higher in humans under the effect of psychedelics, including subanaesthetic doses of ketamine. However, it is both unclear how this result would be modulated by varying ketamine doses, and whether it would extend to other species. Here, we studied LZ with and without auditory stimulation during wakefulness and different sleep stages in five cats implanted with intracranial electrodes, as well as under subanaesthetic doses of ketamine (5, 10, and 15 mg/kg i.m.). In line with previous results, LZ was lowest in NREM sleep, but similar in REM and wakefulness. Furthermore, we found an inverted U-shaped curve following different levels of ketamine doses in a subset of electrodes, primarily in prefrontal cortex. However, it is worth noting that the variability in the ketamine dose-response curve across cats and cortices was larger than that in the sleep-stage data, highlighting the differential local dynamics created by two different ways of modulating conscious state. These results replicate previous findings, both in humans and other species, demonstrating that neural complexity is highly sensitive to capture state changes between wake and sleep stages while adding a local cortical description. Finally, this study describes the differential effects of ketamine doses, replicating a rise in complexity for low doses, and further fall as doses approach anaesthetic levels in a differential manner depending on the cortex.

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Serotonergic neurons of the median raphe nucleus (MnR) and hypothalamic melanin-concentrating hormone (MCH)-containing neurons, have been involved in the control of REM sleep and mood. In the present study, we examined in rats and cats the anatomical relationship between MCH-containing fibers and MnR neurons, as well as the presence of MCHergic receptors in these neurons. In addition, by means of in vivo unit recording in urethane anesthetized rats, we determined the effects of MCH in MnR neuronal firing. Our results showed that MCH-containing fibers were present in the central and paracentral regions of the MnR. MCHergic fibers were in close apposition to serotonergic and non-serotonergic neurons. By means of an indirect approach, we also analyzed the presence of MCHergic receptors within the MnR. Accordingly, we microinjected MCH conjugated with the fluorophore rhodamine (R-MCH) into the lateral ventricle. R-MCH was internalized into serotonergic and non-serotonergic MnR neurons; some of these neurons were GABAergic. Furthermore, we determined that intracerebroventricular administration of MCH induced a significant decrease in the firing rate of 53 % of MnR neurons, while the juxtacellular administration of MCH reduced the frequency of discharge in 67 % of these neurons. Finally, the juxtacellular administration of the MCH-receptor antagonist ATC-0175 produced an increase in the firing rate in 78 % of MnR neurons. Hence, MCH produces a strong regulation of MnR neuronal activity. We hypothesize that MCHergic modulation of the MnR neuronal activity may be involved in the promotion of REM sleep and in the pathophysiology of depressive disorders.

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In most mammals, the sleep-wake cycle is constituted by three behavioral states: wakefulness (W), non-REM (NREM) sleep, and REM sleep. These states are associated with drastic changes in cognitive capacities, mostly determined by the function of the thalamo-cortical system. The intra-cranial electroencephalogram or electocorticogram (ECoG), is an important tool for measuring the changes in the thalamo-cortical activity during W and sleep. In the present study we analyzed broad-band ECoG recordings of the rat by means of a time-series complexity measure that is easy to implement and robust to noise: the Permutation Entropy (PeEn). We found that PeEn is maximal during W and decreases during sleep. These results bring to light the different thalamo-cortical dynamics emerging during sleep-wake states, which are associated with the well-known spectral changes that occur when passing from W to sleep. Moreover, the PeEn analysis allows us to determine behavioral states independently of the electrodes' cortical location, which points to an underlying global pattern in the signal that differs among the cycle states that is missed by classical methods. Consequently, our data suggest that PeEn analysis of a single EEG channel could allow for cheap, easy, and efficient sleep monitoring.

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Hypothalamic neurons that utilize melanin-concentrating hormone (MCH) as a neuromodulator are localized in the postero-lateral hypothalamus and incerto-hypothalamic area. These neurons send dense projections to the dorsal raphe nucleus (DRN). Serotonergic neurons of the DRN are involved in the control of sleep and play a critical role in major depression. Previously, we demonstrated that microinjections of MCH into the DRN resulted in an increase in REM sleep and produce a depressive-like effect. In the present study we examined the mechanisms that mediate these effects by employing neuroanatomical and electrophysiological techniques. First, we determined that rhodamine-labeled MCH (R-MCH), when microinjected into the lateral ventricle, is internalized in serotonergic and non-serotonergic DRN neurons in rats and cats. These data strongly suggest that these neurons express MCHergic receptors. Second, in rats, we demonstrated that the microinjection of MCH into the lateral ventricle results in a significant decrease in the firing rate in 59% of the neurons recorded in the DRN; the juxtacellular administration of MCH reduced the discharge in 80% of these neurons. Some of the neurons affected by MCH were likely serotonergic on the basis of their electrophysiological and pharmacological properties. We conclude that MCH reduces the activity of serotonergic neurons of the DRN. These and previous data suggest that the MCHergic modulation of serotonergic activity within the DRN is involved in the regulation of REM sleep as well as in the pathophysiology of depressive disorders.

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The melanin-concentrating hormone (MCH) is a peptidergic neuromodulator synthesized by neurons of the lateral sector of the posterior hypothalamus and zona incerta. MCHergic neurons project throughout the central nervous system, including areas such as the dorsal (DR) and median (MR) raphe nuclei, which are involved in the control of sleep and mood. Major Depression (MD) is a prevalent psychiatric disease diagnosed on the basis of symptomatic criteria such as sadness or melancholia, guilt, irritability, and anhedonia. A short REM sleep latency (i.e., the interval between sleep onset and the first REM sleep period), as well as an increase in the duration of REM sleep and the density of rapid-eye movements during this state, are considered important biological markers of depression. The fact that the greatest firing rate of MCHergic neurons occurs during REM sleep and that optogenetic stimulation of these neurons induces sleep, tends to indicate that MCH plays a critical role in the generation and maintenance of sleep, especially REM sleep. In addition, the acute microinjection of MCH into the DR promotes REM sleep, while immunoneutralization of this peptide within the DR decreases the time spent in this state. Moreover, microinjections of MCH into either the DR or MR promote a depressive-like behavior. In the DR, this effect is prevented by the systemic administration of antidepressant drugs (either fluoxetine or nortriptyline) and blocked by the intra-DR microinjection of a specific MCH receptor antagonist. Using electrophysiological and microdialysis techniques we demonstrated also that MCH decreases the activity of serotonergic DR neurons. Therefore, there are substantive experimental data suggesting that the MCHergic system plays a role in the control of REM sleep and, in addition, in the pathophysiology of depression. Consequently, in the present report, we summarize and evaluate the current data and hypotheses related to the role of MCH in REM sleep and MD.

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Introducción: la depresión mayor (DM) es una enfermedad psiquiátrica frecuente, con importante morbilidad y una relación estrecha con el suicidio. Objetivo: hacer una puesta a punto de los avances en el estudio de la neurobiología de la DM, enfocándonos en el posible rol de la hormona concentradora de melanina (MCH) en esta patología. Metodología: revisión de la bibliografía con énfasis en nuestros propios trabajos originales. Resultados: la MCH es un neuromodulador peptídico sintetizado por neuronas del hipotálamo. Las neuronas MCHérgicas envían proyecciones hacia diversas regiones del sistema nervioso central, incluyendo las áreas vinculadas con la regulación de la vigilia y del sueño, así como a diversas estructuras del sistema límbico que participan en la regulación del humor. Aunque numerosos estudios han relacionado el sistema MCHérgico con el control de la homeostasis energética, hallazgos recientes han permitido señalar un rol de este sistema en los mecanismos de generación del sueño. A su vez, una convergencia de datos provenientes de diversos estudios sugiere que la MCH estaría involucrada en la fisiopatología de la DM. Nuestros propios estudios preclínicos tienden a indicar que la MCH promueve la generación del sueño REM y un estado tipo depresivo. Ambos efectos estarían siendo mediados a través de la modulación de la actividad de las neuronas serotoninérgicas del núcleo dorsal del rafe. Conclusiones: estudios preclínicos sugieren un rol protagónico del sistema MCHérgico en la fisiopatología de la depresión. Resta confirmar si esta afirmación es cierta en pacientes con DM. (AU)

Introduction: major depression disorder (MDD) is a common psychiatric condition, it has high morbility rates and is closely related to suicide.Objective: to provide an update in the study of the neurobiology of depression, focusing on the potential role of the melanin-concentrating hormone (MCH) in this condition.Method: a bibliographical review with an emphasis on our own original studies.Results: the melanin-concentrating hormone is a peptide neuromodulator syhthetized by neurones in the hypothalamus. MCHergic neurons send projection towards different areas in the central nervous system, including areas associated to the regulation of the sleep-wake cycle, as well as different structures in the limbic system that take part in the regulation of mood. In spite of several studies having proved the MCHergic system with the control of energetic homeostasis, recent findings have enabled to identify a role for this system in the sleep generator mechanisms. Similarly, data arising from several studies suggests that MCH would be involved in the major depression disorder. Our own preclinical studies tend to pint out the MCH promotes the generation of REM sleep and a type of depression. Apparently both effects would be mediated through the modulation of the activity on the serotoninergic neurons in the dorsal raphe nucleus.Conclusions: paraclinical studies suggest the leading role of the MCHergic system in the pathophysiology of depression. It is to be proved still, whether this affirmation is true for patients with major depression disorder.

Introdução: a depressão maior (DM) é uma enfermidade psiquiátrica frequente, com morbidade considerável e estreitamente relacionada com o suicídio.Objetivo: fazer uma atualização dos avanços no estudo da neurobiologia da DM, focando no possível papel do hormônio concentrador melanina (MCH) nesta patologia.Metodologia: revisão da bibliografia com ênfase em nossos trabalhos originais.Resultados: o MCH é um neuromodulador peptídico sintetizado pelos neurônios do hipotálamo. Os neurônios MCHérgicos enviam projeções a diversas regiões del sistema nervoso central, incluindo as áreas vinculadas com a regulação da vigília e do sono, bem como a diversas estruturas do sistema límbico que participam na regulação do humor. Embora numerosos estudos hajam relacionado o sistema MCHérgico com o controle da homeostase energética, descobrimentos recentes permitiram identificar um papel deste sistema nos mecanismos de geração do sono. Por outro lado, uma convergência de dados provenientes de diversos estudos sugere que o MCH estaria relacionado com a fisiopatologia da DM. Nossos estudos preclínicos tendem a indicar que o MCH promove a geração do sono REM e um estado tipo depressivo. Ambos efeitos estariam sendo mediados pela modulação da atividade dos neurônios serotoninérgicos do núcleo dorsal do rafe.Conclusões: estudos preclínicos sugerem um protagonismo do sistema MCHérgico na fisiopatologia da depressão. É necessário confirmar se esta afirmação é correta em pacientes com DM.

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Introducción: la depresión mayor (DM) es una enfermedad psiquiátrica frecuente, con importante morbilidad y una relación estrecha con el suicidio. Objetivo: hacer una puesta a punto de los avances en el estudio de la neurobiología de la DM, enfocándonos en el posible rol de la hormona concentradora de melanina (MCH) en esta patología. Metodología: revisión de la bibliografía con énfasis en nuestros propios trabajos originales. Resultados: la MCH es un neuromodulador peptídico sintetizado por neuronas del hipotálamo. Las neuronas MCHérgicas envían proyecciones hacia diversas regiones del sistema nervioso central, incluyendo las áreas vinculadas con la regulación de la vigilia y del sueño, así como a diversas estructuras del sistema límbico que participan en la regulación del humor. Aunque numerosos estudios han relacionado el sistema MCHérgico con el control de la homeostasis energética, hallazgos recientes han permitido señalar un rol de este sistema en los mecanismos de generación del sueño. A su vez, una convergencia de datos provenientes de diversos estudios sugiere que la MCH estaría involucrada en la fisiopatología de la DM. Nuestros propios estudios preclínicos tienden a indicar que la MCH promueve la generación del sueño REM y un estado tipo depresivo. Ambos efectos estarían siendo mediados a través de la modulación de la actividad de las neuronas serotoninérgicas del núcleo dorsal del rafe. Conclusiones: estudios preclínicos sugieren un rol protagónico del sistema MCHérgico en la fisiopatología de la depresión. Resta confirmar si esta afirmación es cierta en pacientes con DM...

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An emerging body of evidence involves the hypothalamic neuropeptide melanin-concentrating hormone (MCH) in the regulation of emotional states. We have reported a pro-depressive effect induced by MCH after its microinjection into the dorsal raphe nucleus (DR) evaluated in the forced swimming test (FST) in rats. Here we extended this study to the median raphe nucleus (MnR). Firstly, the presence of MCH-containing fibers in the rat MnR was analyzed by means of immunohistochemistry. Secondly, the behavioral effect induced by the microinjection of MCH into the MnR was assessed using the FST. Morphological results showed a large density of MCHergic fibers within the MnR. Behavioral results indicated that 100 ng of MCH (but not 50 ng) significantly increased the immobility time and decreased the swimming time, demonstrating a depressive-like effect. In contrast, climbing behavior was not significantly affected. Present findings revealed that the MnR neurons participate in the MCHergic control of affective-related behavioral responses. However, the behavioral patterns induced by MCH in the MnR and DR were different. This could be explained by anatomical and physiological differences between both nuclei.

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