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1.
Cell ; 180(3): 521-535.e18, 2020 02 06.
Artículo en Inglés | MEDLINE | ID: mdl-31978320

RESUMEN

Cortical layer 1 (L1) interneurons have been proposed as a hub for attentional modulation of underlying cortex, but the transformations that this circuit implements are not known. We combined genetically targeted voltage imaging with optogenetic activation and silencing to study the mechanisms underlying sensory processing in mouse barrel cortex L1. Whisker stimuli evoked precisely timed single spikes in L1 interneurons, followed by strong lateral inhibition. A mild aversive stimulus activated cholinergic inputs and evoked a bimodal distribution of spiking responses in L1. A simple conductance-based model that only contained lateral inhibition within L1 recapitulated the sensory responses and the winner-takes-all cholinergic responses, and the model correctly predicted that the network would function as a spatial and temporal high-pass filter for excitatory inputs. Our results demonstrate that all-optical electrophysiology can reveal basic principles of neural circuit function in vivo and suggest an intuitive picture for how L1 transforms sensory and modulatory inputs. VIDEO ABSTRACT.


Asunto(s)
Electrofisiología/métodos , Potenciales Evocados Somatosensoriales/fisiología , Interneuronas/fisiología , Inhibición Neural/fisiología , Imagen Óptica/métodos , Corteza Somatosensorial/citología , Potenciales de Acción/fisiología , Animales , Neuronas Colinérgicas/fisiología , Femenino , Células HEK293 , Humanos , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Transgénicos , Técnicas de Placa-Clamp/métodos , Potenciales Sinápticos/fisiología , Vibrisas/fisiología
2.
Cell ; 182(6): 1623-1640.e34, 2020 09 17.
Artículo en Inglés | MEDLINE | ID: mdl-32946783

RESUMEN

Human organoids recapitulating the cell-type diversity and function of their target organ are valuable for basic and translational research. We developed light-sensitive human retinal organoids with multiple nuclear and synaptic layers and functional synapses. We sequenced the RNA of 285,441 single cells from these organoids at seven developmental time points and from the periphery, fovea, pigment epithelium and choroid of light-responsive adult human retinas, and performed histochemistry. Cell types in organoids matured in vitro to a stable "developed" state at a rate similar to human retina development in vivo. Transcriptomes of organoid cell types converged toward the transcriptomes of adult peripheral retinal cell types. Expression of disease-associated genes was cell-type-specific in adult retina, and cell-type specificity was retained in organoids. We implicate unexpected cell types in diseases such as macular degeneration. This resource identifies cellular targets for studying disease mechanisms in organoids and for targeted repair in human retinas.


Asunto(s)
Diferenciación Celular/genética , Organoides/citología , Organoides/metabolismo , Retina/citología , Retina/metabolismo , Análisis de la Célula Individual/métodos , Sinapsis/fisiología , Transcriptoma/genética , Técnicas de Cultivo de Célula/métodos , Línea Celular , Electrofisiología , Femenino , Regulación del Desarrollo de la Expresión Génica/genética , Predisposición Genética a la Enfermedad/genética , Humanos , Hibridación in Situ , Células Madre Pluripotentes Inducidas/citología , Células Madre Pluripotentes Inducidas/metabolismo , Microscopía Electrónica , Familia de Multigenes , Naftoquinonas , Organoides/efectos de la radiación , Organoides/ultraestructura , Retina/patología , Retina/efectos de la radiación
3.
Cell ; 170(3): 429-442.e11, 2017 Jul 27.
Artículo en Inglés | MEDLINE | ID: mdl-28753423

RESUMEN

Hunger, driven by negative energy balance, elicits the search for and consumption of food. While this response is in part mediated by neurons in the hypothalamus, the role of specific cell types in other brain regions is less well defined. Here, we show that neurons in the dorsal raphe nucleus, expressing vesicular transporters for GABA or glutamate (hereafter, DRNVgat and DRNVGLUT3 neurons), are reciprocally activated by changes in energy balance and that modulating their activity has opposite effects on feeding-DRNVgat neurons increase, whereas DRNVGLUT3 neurons suppress, food intake. Furthermore, modulation of these neurons in obese (ob/ob) mice suppresses food intake and body weight and normalizes locomotor activity. Finally, using molecular profiling, we identify druggable targets in these neurons and show that local infusion of agonists for specific receptors on these neurons has potent effects on feeding. These data establish the DRN as an important node controlling energy balance. PAPERCLIP.


Asunto(s)
Regulación del Apetito , Núcleo Dorsal del Rafe/metabolismo , Neuronas/metabolismo , Animales , Peso Corporal , Encéfalo/fisiología , Núcleo Dorsal del Rafe/citología , Electrofisiología , Ayuno , Hambre , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Obesos , Optogenética
4.
Cell ; 164(5): 937-49, 2016 Feb 25.
Artículo en Inglés | MEDLINE | ID: mdl-26919430

RESUMEN

Two-pore domain (K2P) K(+) channels are major regulators of excitability that endow cells with an outwardly rectifying background "leak" conductance. In some K2P channels, strong voltage-dependent activation has been observed, but the mechanism remains unresolved because they lack a canonical voltage-sensing domain. Here, we show voltage-dependent gating is common to most K2P channels and that this voltage sensitivity originates from the movement of three to four ions into the high electric field of an inactive selectivity filter. Overall, this ion-flux gating mechanism generates a one-way "check valve" within the filter because outward movement of K(+) induces filter opening, whereas inward movement promotes inactivation. Furthermore, many physiological stimuli switch off this flux gating mode to convert K2P channels into a leak conductance. These findings provide insight into the functional plasticity of a K(+)-selective filter and also refine our understanding of K2P channels and the mechanisms by which ion channels can sense voltage.


Asunto(s)
Canales de Potasio de Dominio Poro en Tándem/química , Canales de Potasio de Dominio Poro en Tándem/fisiología , Potasio/metabolismo , Electrofisiología , Humanos , Cinética , Simulación de Dinámica Molecular , Canales de Potasio de Dominio Poro en Tándem/genética
5.
Cell ; 164(1-2): 197-207, 2016 Jan 14.
Artículo en Inglés | MEDLINE | ID: mdl-26709045

RESUMEN

Hippocampal neurons show selectivity with respect to visual cues in primates, including humans, but this has never been found in rodents. To address this long-standing discrepancy, we measured hippocampal activity from rodents during real-world random foraging. Surprisingly, ∼ 25% of neurons exhibited significant directional modulation with respect to visual cues. To dissociate the contributions of visual and vestibular cues, we made similar measurements in virtual reality, in which only visual cues were informative. Here, we found significant directional modulation despite the severe loss of vestibular information, challenging prevailing theories of directionality. Changes in the amount of angular information in visual cues induced corresponding changes in head-directional modulation at the neuronal and population levels. Thus, visual cues are sufficient for-and play a predictable, causal role in-generating directionally selective hippocampal responses. These results dissociate hippocampal directional and spatial selectivity and bridge the gap between primate and rodent studies.


Asunto(s)
Conducta Apetitiva , Hipocampo/fisiología , Animales , Electrofisiología/métodos , Movimientos de la Cabeza , Hipocampo/citología , Humanos , Masculino , Neuronas/citología , Ratas , Ratas Long-Evans , Vestíbulo del Laberinto/fisiología
6.
Nature ; 625(7996): 743-749, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38233522

RESUMEN

Survival requires the selection of appropriate behaviour in response to threats, and dysregulated defensive reactions are associated with psychiatric illnesses such as post-traumatic stress and panic disorder1. Threat-induced behaviours, including freezing and flight, are controlled by neuronal circuits in the central amygdala (CeA)2; however, the source of neuronal excitation of the CeA that contributes to high-intensity defensive responses is unknown. Here we used a combination of neuroanatomical mapping, in vivo calcium imaging, functional manipulations and electrophysiology to characterize a previously unknown projection from the dorsal peduncular (DP) prefrontal cortex to the CeA. DP-to-CeA neurons are glutamatergic and specifically target the medial CeA, the main amygdalar output nucleus mediating conditioned responses to threat. Using a behavioural paradigm that elicits both conditioned freezing and flight, we found that CeA-projecting DP neurons are activated by high-intensity threats in a context-dependent manner. Functional manipulations revealed that the DP-to-CeA pathway is necessary and sufficient for both avoidance behaviour and flight. Furthermore, we found that DP neurons synapse onto neurons within the medial CeA that project to midbrain flight centres. These results elucidate a non-canonical top-down pathway regulating defensive responses.


Asunto(s)
Reacción de Prevención , Núcleo Amigdalino Central , Vías Nerviosas , Neuronas , Reacción de Prevención/fisiología , Núcleo Amigdalino Central/citología , Núcleo Amigdalino Central/fisiología , Neuronas/fisiología , Corteza Prefrontal/citología , Corteza Prefrontal/fisiología , Fármacos actuantes sobre Aminoácidos Excitadores/farmacología , Ácido Glutámico/metabolismo , Vías Nerviosas/fisiología , Calcio/análisis , Electrofisiología , Puente/citología , Puente/fisiología
7.
Nature ; 626(8001): 1066-1072, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-38326610

RESUMEN

Animals can learn about sources of danger while minimizing their own risk by observing how others respond to threats. However, the distinct neural mechanisms by which threats are learned through social observation (known as observational fear learning1-4 (OFL)) to generate behavioural responses specific to such threats remain poorly understood. The dorsomedial prefrontal cortex (dmPFC) performs several key functions that may underlie OFL, including processing of social information and disambiguation of threat cues5-11. Here we show that dmPFC is recruited and required for OFL in mice. Using cellular-resolution microendoscopic calcium imaging, we demonstrate that dmPFC neurons code for observational fear and do so in a manner that is distinct from direct experience. We find that dmPFC neuronal activity predicts upcoming switches between freezing and moving state elicited by threat. By combining neuronal circuit mapping, calcium imaging, electrophysiological recordings and optogenetics, we show that dmPFC projections to the midbrain periaqueductal grey (PAG) constrain observer freezing, and that amygdalar and hippocampal inputs to dmPFC opposingly modulate observer freezing. Together our findings reveal that dmPFC neurons compute a distinct code for observational fear and coordinate long-range neural circuits to select behavioural responses.


Asunto(s)
Señales (Psicología) , Miedo , Vías Nerviosas , Corteza Prefrontal , Aprendizaje Social , Animales , Ratones , Amígdala del Cerebelo/fisiología , Calcio/metabolismo , Electrofisiología , Miedo/fisiología , Hipocampo/fisiología , Vías Nerviosas/fisiología , Neuronas/fisiología , Optogenética , Sustancia Gris Periacueductal/citología , Sustancia Gris Periacueductal/fisiología , Estimulación Luminosa , Corteza Prefrontal/citología , Corteza Prefrontal/fisiología , Aprendizaje Social/fisiología , Reacción Cataléptica de Congelación/fisiología
8.
Nature ; 632(8024): 451-459, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39085604

RESUMEN

Hyperpolarization-activated cyclic nucleotide-gated (HCN) channels1 are essential for pacemaking activity and neural signalling2,3. Drugs inhibiting HCN1 are promising candidates for management of neuropathic pain4 and epileptic seizures5. The general anaesthetic propofol (2,6-di-iso-propylphenol) is a known HCN1 allosteric inhibitor6 with unknown structural basis. Here, using single-particle cryo-electron microscopy and electrophysiology, we show that propofol inhibits HCN1 by binding to a mechanistic hotspot in a groove between the S5 and S6 transmembrane helices. We found that propofol restored voltage-dependent closing in two HCN1 epilepsy-associated polymorphisms that act by destabilizing the channel closed state: M305L, located in the propofol-binding site in S5, and D401H in S6 (refs. 7,8). To understand the mechanism of propofol inhibition and restoration of voltage-gating, we tracked voltage-sensor movement in spHCN channels and found that propofol inhibition is independent of voltage-sensor conformational changes. Mutations at the homologous methionine in spHCN and an adjacent conserved phenylalanine in S6 similarly destabilize closing without disrupting voltage-sensor movements, indicating that voltage-dependent closure requires this interface intact. We propose a model for voltage-dependent gating in which propofol stabilizes coupling between the voltage sensor and pore at this conserved methionine-phenylalanine interface in HCN channels. These findings unlock potential exploitation of this site to design specific drugs targeting HCN channelopathies.


Asunto(s)
Epilepsia , Canales Regulados por Nucleótidos Cíclicos Activados por Hiperpolarización , Activación del Canal Iónico , Mutación , Canales de Potasio , Propofol , Humanos , Sitios de Unión , Microscopía por Crioelectrón , Electrofisiología , Epilepsia/tratamiento farmacológico , Epilepsia/genética , Epilepsia/metabolismo , Células HEK293 , Canales Regulados por Nucleótidos Cíclicos Activados por Hiperpolarización/antagonistas & inhibidores , Canales Regulados por Nucleótidos Cíclicos Activados por Hiperpolarización/química , Canales Regulados por Nucleótidos Cíclicos Activados por Hiperpolarización/genética , Canales Regulados por Nucleótidos Cíclicos Activados por Hiperpolarización/metabolismo , Canales Regulados por Nucleótidos Cíclicos Activados por Hiperpolarización/ultraestructura , Activación del Canal Iónico/efectos de los fármacos , Activación del Canal Iónico/genética , Metionina/genética , Metionina/metabolismo , Modelos Moleculares , Movimiento/efectos de los fármacos , Fenilalanina/genética , Fenilalanina/metabolismo , Polimorfismo Genético , Canales de Potasio/química , Canales de Potasio/genética , Canales de Potasio/metabolismo , Canales de Potasio/ultraestructura , Propofol/farmacología , Propofol/química
9.
Cell ; 158(6): 1225-1229, 2014 Sep 11.
Artículo en Inglés | MEDLINE | ID: mdl-25215480

RESUMEN

This year, the Lasker∼DeBakey Clinical Medical Research Award will be shared by Mahlon R. DeLong and Alim-Louis Benabid for elucidating the role of the subthalamic nucleus in mediating the motor dysfunction of Parkinson's disease and for pioneering the use of deep-brain stimulation to alleviate symptoms of the disease.


Asunto(s)
Distinciones y Premios , Enfermedad de Parkinson/fisiopatología , Núcleo Subtalámico/patología , Estimulación Encefálica Profunda , Electrofisiología , Francia , Historia del Siglo XX , Humanos , Enfermedad de Parkinson/terapia , Estados Unidos
10.
Nature ; 624(7991): 295-302, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-38092907

RESUMEN

Connecting different electronic devices is usually straightforward because they have paired, standardized interfaces, in which the shapes and sizes match each other perfectly. Tissue-electronics interfaces, however, cannot be standardized, because tissues are soft1-3 and have arbitrary shapes and sizes4-6. Shape-adaptive wrapping and covering around irregularly sized and shaped objects have been achieved using heat-shrink films because they can contract largely and rapidly when heated7. However, these materials are unsuitable for biological applications because they are usually much harder than tissues and contract at temperatures higher than 90 °C (refs. 8,9). Therefore, it is challenging to prepare stimuli-responsive films with large and rapid contractions for which the stimuli and mechanical properties are compatible with vulnerable tissues and electronic integration processes. Here, inspired by spider silk10-12, we designed water-responsive supercontractile polymer films composed of poly(ethylene oxide) and poly(ethylene glycol)-α-cyclodextrin inclusion complex, which are initially dry, flexible and stable under ambient conditions, contract by more than 50% of their original length within seconds (about 30% per second) after wetting and become soft (about 100 kPa) and stretchable (around 600%) hydrogel thin films thereafter. This supercontraction is attributed to the aligned microporous hierarchical structures of the films, which also facilitate electronic integration. We used this film to fabricate shape-adaptive electrode arrays that simplify the implantation procedure through supercontraction and conformally wrap around nerves, muscles and hearts of different sizes when wetted for in vivo nerve stimulation and electrophysiological signal recording. This study demonstrates that this water-responsive material can play an important part in shaping the next-generation tissue-electronics interfaces as well as broadening the biomedical application of shape-adaptive materials.


Asunto(s)
Electrofisiología , Polímeros , Agua , Animales , alfa-Ciclodextrinas/química , Electrodos , Electrofisiología/instrumentación , Electrofisiología/métodos , Electrofisiología/tendencias , Corazón , Músculos , Polietilenglicoles/química , Polímeros/química , Seda/química , Arañas , Agua/química , Hidrogeles/química , Electrónica/instrumentación , Electrónica/métodos , Electrónica/tendencias
11.
Nature ; 615(7951): 292-299, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-36859543

RESUMEN

Emotional states influence bodily physiology, as exemplified in the top-down process by which anxiety causes faster beating of the heart1-3. However, whether an increased heart rate might itself induce anxiety or fear responses is unclear3-8. Physiological theories of emotion, proposed over a century ago, have considered that in general, there could be an important and even dominant flow of information from the body to the brain9. Here, to formally test this idea, we developed a noninvasive optogenetic pacemaker for precise, cell-type-specific control of cardiac rhythms of up to 900 beats per minute in freely moving mice, enabled by a wearable micro-LED harness and the systemic viral delivery of a potent pump-like channelrhodopsin. We found that optically evoked tachycardia potently enhanced anxiety-like behaviour, but crucially only in risky contexts, indicating that both central (brain) and peripheral (body) processes may be involved in the development of emotional states. To identify potential mechanisms, we used whole-brain activity screening and electrophysiology to find brain regions that were activated by imposed cardiac rhythms. We identified the posterior insular cortex as a potential mediator of bottom-up cardiac interoceptive processing, and found that optogenetic inhibition of this brain region attenuated the anxiety-like behaviour that was induced by optical cardiac pacing. Together, these findings reveal that cells of both the body and the brain must be considered together to understand the origins of emotional or affective states. More broadly, our results define a generalizable approach for noninvasive, temporally precise functional investigations of joint organism-wide interactions among targeted cells during behaviour.


Asunto(s)
Conducta Animal , Encéfalo , Emociones , Corazón , Animales , Ratones , Ansiedad/fisiopatología , Encéfalo/fisiología , Mapeo Encefálico , Emociones/fisiología , Corazón/fisiología , Conducta Animal/fisiología , Electrofisiología , Optogenética , Corteza Insular/fisiología , Frecuencia Cardíaca , Channelrhodopsins , Taquicardia/fisiopatología , Marcapaso Artificial
12.
Nature ; 622(7981): 149-155, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37758945

RESUMEN

A regular heartbeat is essential to vertebrate life. In the mature heart, this function is driven by an anatomically localized pacemaker. By contrast, pacemaking capability is broadly distributed in the early embryonic heart1-3, raising the question of how tissue-scale activity is first established and then maintained during embryonic development. The initial transition of the heart from silent to beating has never been characterized at the timescale of individual electrical events, and the structure in space and time of the early heartbeats remains poorly understood. Using all-optical electrophysiology, we captured the very first heartbeat of a zebrafish and analysed the development of cardiac excitability and conduction around this singular event. The first few beats appeared suddenly, had irregular interbeat intervals, propagated coherently across the primordial heart and emanated from loci that varied between animals and over time. The bioelectrical dynamics were well described by a noisy saddle-node on invariant circle bifurcation with action potential upstroke driven by CaV1.2. Our work shows how gradual and largely asynchronous development of single-cell bioelectrical properties produces a stereotyped and robust tissue-scale transition from quiescence to coordinated beating.


Asunto(s)
Desarrollo Embrionario , Frecuencia Cardíaca , Corazón , Pez Cebra , Animales , Potenciales de Acción , Corazón/embriología , Corazón/inervación , Corazón/fisiología , Frecuencia Cardíaca/fisiología , Pez Cebra/embriología , Pez Cebra/fisiología , Electrofisiología , Análisis de la Célula Individual
13.
Nature ; 615(7950): 111-116, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-36813962

RESUMEN

Many animals use Earth's magnetic field (also known as the geomagnetic field) for navigation1. The favoured mechanism for magnetosensitivity involves a blue-light-activated electron-transfer reaction between flavin adenine dinucleotide (FAD) and a chain of tryptophan residues within the photoreceptor protein CRYPTOCHROME (CRY). The spin-state of the resultant radical pair, and therefore the concentration of CRY in its active state, is influenced by the geomagnetic field2. However, the canonical CRY-centric radical-pair mechanism does not explain many physiological and behavioural observations2-8. Here, using electrophysiology and behavioural analyses, we assay magnetic-field responses at the single-neuron and organismal levels. We show that the 52 C-terminal amino acid residues of Drosophila melanogaster CRY, lacking the canonical FAD-binding domain and tryptophan chain, are sufficient to facilitate magnetoreception. We also show that increasing intracellular FAD potentiates both blue-light-induced and magnetic-field-dependent effects on the activity mediated by the C terminus. High levels of FAD alone are sufficient to cause blue-light neuronal sensitivity and, notably, the potentiation of this response in the co-presence of a magnetic field. These results reveal the essential components of a primary magnetoreceptor in flies, providing strong evidence that non-canonical (that is, non-CRY-dependent) radical pairs can elicit magnetic-field responses in cells.


Asunto(s)
Criptocromos , Drosophila melanogaster , Campos Magnéticos , Animales , Criptocromos/química , Criptocromos/metabolismo , Drosophila melanogaster/química , Drosophila melanogaster/citología , Drosophila melanogaster/metabolismo , Drosophila melanogaster/fisiología , Flavina-Adenina Dinucleótido/metabolismo , Triptófano/metabolismo , Electrofisiología , Conducta Animal , Análisis de la Célula Individual , Neuronas/citología , Neuronas/metabolismo
14.
Nature ; 616(7957): 606-614, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36949202

RESUMEN

The cystic fibrosis transmembrane conductance regulator (CFTR) is an anion channel that regulates salt and fluid homeostasis across epithelial membranes1. Alterations in CFTR cause cystic fibrosis, a fatal disease without a cure2,3. Electrophysiological properties of CFTR have been analysed for decades4-6. The structure of CFTR, determined in two globally distinct conformations, underscores its evolutionary relationship with other ATP-binding cassette transporters. However, direct correlations between the essential functions of CFTR and extant structures are lacking at present. Here we combine ensemble functional measurements, single-molecule fluorescence resonance energy transfer, electrophysiology and kinetic simulations to show that the two nucleotide-binding domains (NBDs) of human CFTR dimerize before channel opening. CFTR exhibits an allosteric gating mechanism in which conformational changes within the NBD-dimerized channel, governed by ATP hydrolysis, regulate chloride conductance. The potentiators ivacaftor and GLPG1837 enhance channel activity by increasing pore opening while NBDs are dimerized. Disease-causing substitutions proximal (G551D) or distal (L927P) to the ATPase site both reduce the efficiency of NBD dimerization. These findings collectively enable the framing of a gating mechanism that informs on the search for more efficacious clinical therapies.


Asunto(s)
Regulador de Conductancia de Transmembrana de Fibrosis Quística , Fibrosis Quística , Humanos , Adenosina Trifosfatasas/metabolismo , Adenosina Trifosfato/metabolismo , Regulación Alostérica , Cloruros/metabolismo , Fibrosis Quística/tratamiento farmacológico , Fibrosis Quística/metabolismo , Fibrosis Quística/patología , Regulador de Conductancia de Transmembrana de Fibrosis Quística/química , Regulador de Conductancia de Transmembrana de Fibrosis Quística/genética , Regulador de Conductancia de Transmembrana de Fibrosis Quística/metabolismo , Conductividad Eléctrica , Electrofisiología , Transferencia Resonante de Energía de Fluorescencia , Activación del Canal Iónico , Multimerización de Proteína/genética
15.
Nature ; 617(7960): 360-368, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-37138088

RESUMEN

Mapping behavioural actions to neural activity is a fundamental goal of neuroscience. As our ability to record large neural and behavioural data increases, there is growing interest in modelling neural dynamics during adaptive behaviours to probe neural representations1-3. In particular, although neural latent embeddings can reveal underlying correlates of behaviour, we lack nonlinear techniques that can explicitly and flexibly leverage joint behaviour and neural data to uncover neural dynamics3-5. Here, we fill this gap with a new encoding method, CEBRA, that jointly uses behavioural and neural data in a (supervised) hypothesis- or (self-supervised) discovery-driven manner to produce both consistent and high-performance latent spaces. We show that consistency can be used as a metric for uncovering meaningful differences, and the inferred latents can be used for decoding. We validate its accuracy and demonstrate our tool's utility for both calcium and electrophysiology datasets, across sensory and motor tasks and in simple or complex behaviours across species. It allows leverage of single- and multi-session datasets for hypothesis testing or can be used label free. Lastly, we show that CEBRA can be used for the mapping of space, uncovering complex kinematic features, for the production of consistent latent spaces across two-photon and Neuropixels data, and can provide rapid, high-accuracy decoding of natural videos from visual cortex.


Asunto(s)
Fenómenos Biomecánicos , Aprendizaje Automático , Neuronas , Corteza Visual , Animales , Calcio/metabolismo , Señalización del Calcio , Conjuntos de Datos como Asunto , Electrofisiología , Neuronas/fisiología , Fotones , Reproducibilidad de los Resultados , Grabación en Video , Corteza Visual/citología , Corteza Visual/fisiología , Movimiento/fisiología
16.
Nature ; 623(7986): 375-380, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37758948

RESUMEN

Hunger, thirst, loneliness and ambition determine the reward value of food, water, social interaction and performance outcome1. Dopamine neurons respond to rewards meeting these diverse needs2-8, but it remains unclear how behaviour and dopamine signals change as priorities change with new opportunities in the environment. One possibility is that dopamine signals for distinct drives are routed to distinct dopamine pathways9,10. Another possibility is that dopamine signals in a given pathway are dynamically tuned to rewards set by the current priority. Here we used electrophysiology and fibre photometry to test how dopamine signals associated with quenching thirst, singing a good song and courting a mate change as male zebra finches (Taeniopygia guttata) were provided with opportunities to retrieve water, evaluate song performance or court a female. When alone, water reward signals were observed in two mesostriatal pathways but singing-related performance error signals were routed to Area X, a striatal nucleus specialized for singing. When courting a female, water seeking was reduced and dopamine responses to both water and song performance outcomes diminished. Instead, dopamine signals in Area X were driven by female calls timed with the courtship song. Thus the dopamine system handled coexisting drives by routing vocal performance and social feedback signals to a striatal area for communication and by flexibly re-tuning to rewards set by the prioritized drive.


Asunto(s)
Encéfalo , Cortejo , Dopamina , Neuronas Dopaminérgicas , Retroalimentación Fisiológica , Retroalimentación Psicológica , Pinzones , Animales , Femenino , Masculino , Dopamina/metabolismo , Pinzones/fisiología , Vocalización Animal/fisiología , Agua , Retroalimentación Fisiológica/fisiología , Ingestión de Líquidos/fisiología , Sed/fisiología , Neuronas Dopaminérgicas/metabolismo , Electrofisiología , Encéfalo/citología , Encéfalo/fisiología , Comunicación , Recompensa , Retroalimentación Psicológica/fisiología
17.
Nature ; 622(7981): 130-138, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37730990

RESUMEN

Deep brain stimulation (DBS) of the subcallosal cingulate (SCC) can provide long-term symptom relief for treatment-resistant depression (TRD)1. However, achieving stable recovery is unpredictable2, typically requiring trial-and-error stimulation adjustments due to individual recovery trajectories and subjective symptom reporting3. We currently lack objective brain-based biomarkers to guide clinical decisions by distinguishing natural transient mood fluctuations from situations requiring intervention. To address this gap, we used a new device enabling electrophysiology recording to deliver SCC DBS to ten TRD participants (ClinicalTrials.gov identifier NCT01984710). At the study endpoint of 24 weeks, 90% of participants demonstrated robust clinical response, and 70% achieved remission. Using SCC local field potentials available from six participants, we deployed an explainable artificial intelligence approach to identify SCC local field potential changes indicating the patient's current clinical state. This biomarker is distinct from transient stimulation effects, sensitive to therapeutic adjustments and accurate at capturing individual recovery states. Variable recovery trajectories are predicted by the degree of preoperative damage to the structural integrity and functional connectivity within the targeted white matter treatment network, and are matched by objective facial expression changes detected using data-driven video analysis. Our results demonstrate the utility of objective biomarkers in the management of personalized SCC DBS and provide new insight into the relationship between multifaceted (functional, anatomical and behavioural) features of TRD pathology, motivating further research into causes of variability in depression treatment.


Asunto(s)
Estimulación Encefálica Profunda , Depresión , Trastorno Depresivo Mayor , Humanos , Inteligencia Artificial , Biomarcadores , Estimulación Encefálica Profunda/métodos , Depresión/fisiopatología , Depresión/terapia , Trastorno Depresivo Mayor/fisiopatología , Trastorno Depresivo Mayor/terapia , Electrofisiología , Resultado del Tratamiento , Medición de Potencial de Campo Local , Sustancia Blanca , Lóbulo Límbico/fisiología , Lóbulo Límbico/fisiopatología , Expresión Facial
18.
Nature ; 624(7991): 403-414, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-38092914

RESUMEN

The brain controls nearly all bodily functions via spinal projecting neurons (SPNs) that carry command signals from the brain to the spinal cord. However, a comprehensive molecular characterization of brain-wide SPNs is still lacking. Here we transcriptionally profiled a total of 65,002 SPNs, identified 76 region-specific SPN types, and mapped these types into a companion atlas of the whole mouse brain1. This taxonomy reveals a three-component organization of SPNs: (1) molecularly homogeneous excitatory SPNs from the cortex, red nucleus and cerebellum with somatotopic spinal terminations suitable for point-to-point communication; (2) heterogeneous populations in the reticular formation with broad spinal termination patterns, suitable for relaying commands related to the activities of the entire spinal cord; and (3) modulatory neurons expressing slow-acting neurotransmitters and/or neuropeptides in the hypothalamus, midbrain and reticular formation for 'gain setting' of brain-spinal signals. In addition, this atlas revealed a LIM homeobox transcription factor code that parcellates the reticulospinal neurons into five molecularly distinct and spatially segregated populations. Finally, we found transcriptional signatures of a subset of SPNs with large soma size and correlated these with fast-firing electrophysiological properties. Together, this study establishes a comprehensive taxonomy of brain-wide SPNs and provides insight into the functional organization of SPNs in mediating brain control of bodily functions.


Asunto(s)
Encéfalo , Perfilación de la Expresión Génica , Vías Nerviosas , Neuronas , Médula Espinal , Animales , Ratones , Hipotálamo , Neuronas/metabolismo , Neuropéptidos , Médula Espinal/citología , Médula Espinal/metabolismo , Encéfalo/citología , Encéfalo/metabolismo , Neurotransmisores , Mesencéfalo/citología , Formación Reticular/citología , Electrofisiología , Cerebelo/citología , Corteza Cerebral/citología
19.
Nature ; 621(7978): 381-388, 2023 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-37648849

RESUMEN

Only recently have more specific circuit-probing techniques become available to inform previous reports implicating the rodent hippocampus in orexigenic appetitive processing1-4. This function has been reported to be mediated at least in part by lateral hypothalamic inputs, including those involving orexigenic lateral hypothalamic neuropeptides, such as melanin-concentrating hormone5,6. This circuit, however, remains elusive in humans. Here we combine tractography, intracranial electrophysiology, cortico-subcortical evoked potentials, and brain-clearing 3D histology to identify an orexigenic circuit involving the lateral hypothalamus and converging in a hippocampal subregion. We found that low-frequency power is modulated by sweet-fat food cues, and this modulation was specific to the dorsolateral hippocampus. Structural and functional analyses of this circuit in a human cohort exhibiting dysregulated eating behaviour revealed connectivity that was inversely related to body mass index. Collectively, this multimodal approach describes an orexigenic subnetwork within the human hippocampus implicated in obesity and related eating disorders.


Asunto(s)
Hipocampo , Vías Nerviosas , Orexinas , Humanos , Índice de Masa Corporal , Estudios de Cohortes , Señales (Psicología) , Electrofisiología , Potenciales Evocados/fisiología , Trastornos de Alimentación y de la Ingestión de Alimentos/metabolismo , Conducta Alimentaria , Alimentos , Hipocampo/anatomía & histología , Hipocampo/citología , Hipocampo/metabolismo , Obesidad/metabolismo , Orexinas/metabolismo
20.
Nature ; 610(7932): 532-539, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-36163289

RESUMEN

Plant intracellular nucleotide-binding leucine-rich repeat receptors (NLRs) detect pathogen effectors to trigger immune responses1. Indirect recognition of a pathogen effector by the dicotyledonous Arabidopsis thaliana coiled-coil domain containing NLR (CNL) ZAR1 induces the formation of a large hetero-oligomeric protein complex, termed the ZAR1 resistosome, which functions as a calcium channel required for ZAR1-mediated immunity2-4. Whether the resistosome and channel activities are conserved among plant CNLs remains unknown. Here we report the cryo-electron microscopy structure of the wheat CNL Sr355 in complex with the effector AvrSr356 of the wheat stem rust pathogen. Direct effector binding to the leucine-rich repeats of Sr35 results in the formation of a pentameric Sr35-AvrSr35 complex, which we term the Sr35 resistosome. Wheat Sr35 and Arabidopsis ZAR1 resistosomes bear striking structural similarities, including an arginine cluster in the leucine-rich repeats domain not previously recognized as conserved, which co-occurs and forms intramolecular interactions with the 'EDVID' motif in the coiled-coil domain. Electrophysiological measurements show that the Sr35 resistosome exhibits non-selective cation channel activity. These structural insights allowed us to generate new variants of closely related wheat and barley orphan NLRs that recognize AvrSr35. Our data support the evolutionary conservation of CNL resistosomes in plants and demonstrate proof of principle for structure-based engineering of NLRs for crop improvement.


Asunto(s)
Canales de Calcio , Microscopía por Crioelectrón , Proteínas NLR , Proteínas de Plantas , Receptores Inmunológicos , Triticum , Arabidopsis/inmunología , Arabidopsis/metabolismo , Arginina , Canales de Calcio/química , Canales de Calcio/inmunología , Canales de Calcio/metabolismo , Cationes/metabolismo , Leucina , Proteínas NLR/química , Proteínas NLR/inmunología , Proteínas NLR/metabolismo , Enfermedades de las Plantas/inmunología , Enfermedades de las Plantas/microbiología , Inmunidad de la Planta , Proteínas de Plantas/química , Proteínas de Plantas/inmunología , Proteínas de Plantas/metabolismo , Receptores Inmunológicos/química , Receptores Inmunológicos/inmunología , Receptores Inmunológicos/metabolismo , Triticum/inmunología , Triticum/metabolismo , Secuencias de Aminoácidos , Secuencia Conservada , Electrofisiología
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