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1.
Zhongguo Zhen Jiu ; 44(2): 216-220, 2024 Feb 12.
Artículo en Inglés, Chino | MEDLINE | ID: mdl-38373770

RESUMEN

Professor LIU Cunzhi's team from Beijing University of Chinese Medicine published Efficacy of intensive acupuncture versus sham acupuncture in knee osteoarthritis: a randomized controlled trial in Arthritis & Rheumatology on November 10th, 2021, which demonstrates that three-session per week acupuncture is safe and effective for knee osteoarthritis patients. Experts from home and abroad discussed in depth the study design, acupuncture protocol, and interpretation of the results of the trial, emphasizing the importance of pretrial implementation, acupuncture dosage, reasonable setting of control group and assessing the efficacy of acupuncture, and pointed out that the mechanism of acupuncture for knee osteoarthritis still needs further study, and how to promote acupuncture for knee osteoarthritis according to the clinical practice abroad while ensuring the efficacy of acupuncture is worthwhile to explore.


Asunto(s)
Terapia por Acupuntura , Osteoartritis de la Rodilla , Reumatología , Humanos , Osteoartritis de la Rodilla/terapia , Terapia por Acupuntura/métodos , Proyectos de Investigación , Factores de Tiempo , Resultado del Tratamiento
2.
Artículo en Inglés | MEDLINE | ID: mdl-37873521

RESUMEN

Background: Histological grade is an important prognostic factor for patients with breast cancer and can affect clinical decision-making. From a clinical perspective, developing an efficient and non-invasive method for evaluating histological grading is desirable, facilitating improved clinical decision-making by physicians. This study aimed to develop an integrated model based on radiomics and clinical imaging features for preoperative prediction of histological grade invasive breast cancer. Methods: In this retrospective study, we recruited 211 patients with invasive breast cancer and randomly assigned them to either a training group (n=147) or a validation group (n=64) with a 7:3 ratio. Patients were classified as having low-grade tumors, which included grade I and II tumors, or high-grade tumors, which included grade III tumors. Three models were constructed based on basic clinical features, radiomics features, and the sum of the two. To assess diagnostic performance of the radiomics models, we employed measures such as receiver operating characteristic (ROC) curve, decision curve analysis (DCA), accuracy, sensitivity, and specificity, and the predictive performance of the three models was compared using the DeLong test and net reclassification improvement (NRI). Results: The area under the curve (AUC) of the clinical model, radiomics model, and comprehensive model was 0.682, 0.833, and 0.882 in the training set and 0.741, 0.751, and 0.836 in the validation set, respectively. NRI analysis confirmed that the combined model was better than the other two models in predicting the histological grade of breast cancer (NRI=21.4% in the testing cohort). Conclusion: Compared with the other models, the comprehensive model based on the combination of basic clinical features and radiomics features exhibits more significant potential for predicting histological grade and can better assist clinicians in optimal decision-making.

3.
Zhen Ci Yan Jiu ; 48(1): 3-13, 2023 Jan 25.
Artículo en Chino | MEDLINE | ID: mdl-36734490

RESUMEN

For more than half a century,the modern bioresearch in acupuncture has made remarkable advancements, proving scientific basis underlying the traditional, intuitive treatment, as well as leading to some new discoveries with the potential to enhance the effectiveness of acupuncture as we know it. Meanwhile, the clinical researches have started to shift its paradigm from traditional individual observation to modern evidence-based medicine. However, there is little interaction between basic and clinic researches, which are like two separate worlds, not benefiting each other. Also the education and training of acupuncture are still traditional style, little combining with modern studies. To bridging the large gap, we need translational science involving in. In this article, with a critical reviews of the limitations of the traditional methods of acupuncture, the challenges faced by clinic practices and placebo-control studies, and the advantages and disadvantages of basic research, we propose a methodological paradigm of the translational research, Translational Acupuncture Research Spectrum, that meets the current situation of acupuncture researches, hoping to give insights into this field and to promote modern acupuncture to move towards a new stage.


Asunto(s)
Terapia por Acupuntura , Acupuntura , Investigación Biomédica Traslacional , Ciencia Traslacional Biomédica , Acupuntura/educación , Medicina Tradicional China
5.
Front Surg ; 9: 980451, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36338618

RESUMEN

Blunt vascular injury of the aorta combined with thoracolumbar fracture is rare. Delayed diagnosis may have a catastrophic outcome. We present a case of blunt thoracic aortic injury combined with a vertebral body fracture at T10 after a fall from height in which the diagnosis was delayed. After consultation with the vascular and spinal surgeons, we performed a thoracic endovascular aortic repair. When the patient's condition had stabilized, the fractures were reduced using posterior vertebral instrumentation. Prolonged compression of the thoracic aorta resulted in extensive necrosis of muscle tissues in the right lower leg. Fortunately, clinical and radiological examinations performed 7 months and 1 year later did not reveal any further damage. Cases of thoracic vertebral fracture with concomitant blunt thoracic aortic injury reported in the literature are reviewed. Thoracic endovascular aortic repair is a feasible, safe, and effective minimally invasive treatment for aortic injury when combined with thoracic vertebral fracture.

6.
J Affect Disord ; 314: 293-302, 2022 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-35878834

RESUMEN

BACKGROUND: Structural MRI has demonstrated brain alterations in depression pathology and antidepressants treatment. While synaptic plasticity has been previously proposed as the potential underlying mechanism of MRI findings at a cellular and molecular scale, there is still insufficient evidence to link the MRI findings and synaptic plasticity mechanisms in depression pathology. METHODS: In this study, a Wistar-Kyoto (WKY) depression rat model was treated with antidepressants (citalopram or Jie-Yu Pills) and tested in a series of behavioral tests and a 7.0 MRI scanner. We then measured dendritic spine density within altered brain regions. We also examined expression of synaptic marker proteins (PSD-95 and SYP). RESULTS: WKY rats exhibited depression-like behaviors in the sucrose preference test (SPT) and forced swim test (FST), and anxiety-like behaviors in the open field test (OFT). Both antidepressants reversed behavioral changes in SPT and OFT but not in FST. We found a correlation between SPT performance and brain volumes as detected by MRI. All structural changes were consistent with alterations of the corpus callosum (white matter), dendritic spine density, as well as PSD95 and SYP expression at different levels. Two antidepressants similarly reversed these macro- and micro-changes. LIMITATIONS: The single dose of antidepressants was the major limitation of this study. Further studies should focus on the white matter microstructure changes and myelin-related protein alterations, in addition to comparing the effects of ketamine. CONCLUSION: Translational evidence links structural MRI changes and synaptic plasticity alterations, which promote our understanding of SPT mechanisms and antidepressant response in WKY rats.


Asunto(s)
Antidepresivos , Depresión , Animales , Antidepresivos/farmacología , Antidepresivos/uso terapéutico , Encéfalo/diagnóstico por imagen , Depresión/diagnóstico por imagen , Depresión/tratamiento farmacológico , Modelos Animales de Enfermedad , Hipocampo , Ratas , Ratas Endogámicas WKY
7.
J Psychiatr Res ; 151: 242-251, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35500452

RESUMEN

Wistar-Kyoto (WKY) rats as an endogenous depression model partially lack a response to classic selective serotonin reuptake inhibitors (SSRIs). Thus, this strain has the potential to be established as a model of treatment-resistant depression (TRD). However, the SSRI resistance in WKY rats is still not fully understood. In this study, WKY and control rats were subjected to a series of tests, namely, a forced swim test (FST), a sucrose preference test (SPT), and an open field test (OFT), and were scanned in a 7.0-T MRI scanner before and after three-week citalopram or saline administration. Behavioral results demonstrated that WKY rats had increased immobility in the FST and decreased sucrose preference in the SPT and central time spent in the OFT. However, citalopram did not improve immobility in the FST. The amplitude of low-frequency fluctuation (ALFF) analysis showed regional changes in the striatum and hippocampus of WKY rats. However, citalopram partially reversed the ALFF value in the dorsal part of the two regions. Functional connectivity (FC) analysis showed that FC strengths were decreased in WKY rats compared with controls. Nevertheless, citalopram partially increased FC strengths in WKY rats. Based on FC, global graph analysis demonstrated decreased network efficiency in WKY + saline group compared with control + saline group, but citalopram showed weak network efficiency improvement. In conclusion, resting-state fMRI results implied widely affected brain function at both regional and global levels in WKY rats. Citalopram had only partial effects on these functional changes, indicating a potential treatment resistance mechanism.


Asunto(s)
Citalopram , Trastorno Depresivo Resistente al Tratamiento , Animales , Citalopram/farmacología , Depresión/diagnóstico por imagen , Depresión/tratamiento farmacológico , Modelos Animales de Enfermedad , Humanos , Imagen por Resonancia Magnética , Ratas , Ratas Endogámicas WKY , Inhibidores Selectivos de la Recaptación de Serotonina/farmacología , Sacarosa
8.
Zhen Ci Yan Jiu ; 47(1): 1-6, 2022 Jan 25.
Artículo en Chino | MEDLINE | ID: mdl-35128863

RESUMEN

October 2021, Nature published an original research article entitled A neuroanatomical basis for electroacupuncture to drive the vagal-adrenal axis, which draws great attention and arouses extensive discussion in the acupuncture field. Based on previous findings, this study demonstrates that the abundant innervation of PROKR2-Cre neurons in deep fascia tissues mediates the anti-inflammatory effect induced by low-intensity electroacupuncture stimulation at "Zusanli"(ST36) or "Shousanli"(LI10) via the "vagal-adrenal axis". This study is one of milestones in the field of acupuncture basic research and represents a great achievement generated by multi-discipline integration of acupuncture and neuro-immunology. It reveals partial contributing factors involved in acupuncture's effect and the relative specificity of the neuroanatomical basis of acupoints in the context of immune modulation. This study is both very informative and instructive for the innovation and clinical translation of future acupuncture research. Acupuncture researchers are recommended to attach great importance to this study in terms of its research strategy,methods and findings.


Asunto(s)
Terapia por Acupuntura , Acupuntura , Electroacupuntura , Puntos de Acupuntura , Nervio Vago
9.
Zhongguo Zhen Jiu ; 42(1): 8-12, 2022 Jan 12.
Artículo en Chino | MEDLINE | ID: mdl-35025150

RESUMEN

Under the situation of the rapid expansion of hospital, the dilemma of acupuncture-moxibustion department, as well as the relevant solutions are explored. The main reasons for the shrinking situation of the service in acupuncture-moxibustion department include: the disease-based department division trends to divert many diseases suitably treated in acupuncture-moxibustion department; the environment pursuing economic benefits restricts the development of acupuncture-moxibustion therapy characterized by "simple and low-cost operation". There are three important approaches for breaking through the dilemma of acupuncture and moxibustion therapy. First, modifying the traditional service mode as waiting for patients in acupuncture-moxibustion department and promoting acupuncture and moxibustion technology to be adopted in other departments rather than limited only in acupuncture-moxibustion department. Second, increasing the charges of acupuncture and moxibustion technology rationally. Third, positioning accurately the role of acupuncture and moxibustion technology in health services based on its own characteristics and advantages and promoting it in community medical institutions. All of these solutions require the guidance of supporting policies.


Asunto(s)
Terapia por Acupuntura , Acupuntura , Moxibustión , Hospitales , Humanos
10.
Cell Rep ; 36(10): 109684, 2021 09 07.
Artículo en Inglés | MEDLINE | ID: mdl-34496245

RESUMEN

Sensory cues that precede reward acquire predictive (expected value) and incentive (drive reward-seeking action) properties. Mesolimbic dopamine neurons' responses to sensory cues correlate with both expected value and reward-seeking action. This has led to the proposal that phasic dopamine responses may be sufficient to inform value-based decisions, elicit actions, and/or induce motivational states; however, causal tests are incomplete. Here, we show that direct dopamine neuron stimulation, both calibrated to physiological and greater intensities, at the time of reward can be sufficient to induce and maintain reward seeking (reinforcing) although replacement of a cue with stimulation is insufficient to induce reward seeking or act as an informative cue. Stimulation of descending cortical inputs, one synapse upstream, are sufficient for reinforcement and cues to future reward. Thus, physiological activation of mesolimbic dopamine neurons can be sufficient for reinforcing properties of reward without being sufficient for the predictive and incentive properties of cues.


Asunto(s)
Aprendizaje por Asociación/fisiología , Dopamina/metabolismo , Neuronas Dopaminérgicas/fisiología , Recompensa , Animales , Señales (Psicología) , Masculino , Ratones , Refuerzo en Psicología , Área Tegmental Ventral/fisiología
11.
Zhongguo Zhen Jiu ; 41(4): 359-64, 2021 Apr 12.
Artículo en Chino | MEDLINE | ID: mdl-33909353

RESUMEN

Professor LIANG Fan-rong's team from Chengdu University of TCM published Acupuncture as adjunctive therapy for chronic stable angina: a randomized clinical trial in JAMA Internal Medicine on July 29, 2019, which demonstrates that acupuncture as an adjunctive therapy is safety and effective for mild and moderate chronic stable angina. Sixteen experts at home and abroad conducted serious discussions on the research design, evaluation methods, principles and mechanisms, clinical significance and enlightenment of future acupuncture research, and provided practical suggestions for acupuncture and moxibustion to go global and gain international recognition.


Asunto(s)
Terapia por Acupuntura , Acupuntura , Angina Estable , Moxibustión , Terapia Combinada , Humanos
12.
Zhongguo Zhen Jiu ; 41(3): 237-41, 2021 Mar 12.
Artículo en Chino | MEDLINE | ID: mdl-33798302

RESUMEN

This paper analyzes the severe challenges posed by the localization process in the internationalization of Chinese acupuncture and moxibustion to Chinese traditional acupuncture and moxibustion, and the ways to deal with the challenges. It is believed that the lack of deep understanding of the challenges in the process of internationalization of acupuncture and moxibustion is mainly due to the lack of knowledge structure of acupuncture and moxibustion, and the innovation of acupuncture and moxibustion teaching materials is the basis of effectively adjusting the knowledge structure. The direction of the reform of acupuncture and moxibustion teaching materials should separate the modern version of acupuncture and moxibustion that conforms to the nature of science and teach it in parallel with the traditional version of acupuncture and moxibustion. The development of modern acupuncture and moxibustion in line with the nature of science is not only an urgent need to meet the challenges of western acupuncture and moxibustion, but also an internal requirement for the development of acupuncture and moxibustion itself.


Asunto(s)
Terapia por Acupuntura , Acupuntura , Moxibustión , Conocimiento , Enseñanza , Materiales de Enseñanza
13.
Auton Neurosci ; 232: 102793, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33684727

RESUMEN

Sepsis is a serious medical condition in which immune dysfunction plays a key role. Previous treatments focused on chemotherapy to control immune function; however, a recognized effective compound or treatment has yet to be developed. Recent advances indicate that a neuromodulation approach with nerve stimulation allows developing a therapeutic strategy to control inflammation and improve organ functions in sepsis. As a quick, non-invasive technique of peripheral nerve stimulation, acupuncture has emerged as a promising therapy to provide significant advantages for immunomodulation in acute inflammation. Acupuncture obtains its regulatory effect by activating the somatic-autonomic-immune reflexes, including the somatic-sympathetic-splenic reflex, the somatic-sympathetic-adrenal reflex, the somatic-vagal-splenic reflex and the somatic-vagal-adrenal reflex, which produces a systemic effect. The peripheral nerve stimulation also induces local reflexes such as the somatic-sympathetic-lung-reflex, which then produces local effects. These mechanisms offer scientific guidance to design acupuncture protocols for immunomodulation and inflammation control, leading to an evidence-based comprehensive therapy recommendation.


Asunto(s)
Terapia por Acupuntura , Sepsis , Sistema Nervioso Autónomo , Humanos , Reflejo , Sepsis/terapia , Sistema Nervioso Simpático
14.
Zhen Ci Yan Jiu ; 44(11): 843-53, 2019 Nov 25.
Artículo en Chino | MEDLINE | ID: mdl-31777237

RESUMEN

The effects of acupuncture on functional regulation of biological systems have been studied extensively. The most interesting feature of acupuncture is the bidirectional regulatory ability to restore homeostatic values of body systems from either up or down states, which was found by Chinese biomedical researchers several decades ago, and has recently been observed by peers internationally. Acupuncture can produce two physiological response patterns, an immediate short-term response or/and a long-lasting response. The bidirectional regulatory effects of acupuncture are rarely observed under physiological states (normal homeostasis), rather, they are usually observed under pathological states (abnormal homeostasis) with long-lasting response patterns. This suggests that the effects of acupuncture under pathological states are different from the mechanisms under normal physiological states. This is important for understan-ding and developing acupuncture therapy, and also gives insight into understanding the biological control process itself. The present paper reviews the experimental literature and discusses the four conditions that produce bidirectional regulation of acupuncture, i.e. the inherent properties of the target systems, the functional states of the target system, the acupoint characteristics, and the stimulation parameters. Finally, two hypotheses are proposed to explain the mechanisms of bidirectional effects of acupuncture. The possible peripheral mechanism is that acupuncture can stimulate different types of peripheral nerve fibers to produce opposite regulatory effects; and the possible central mechanisms is that acupuncture might activate the adaptive control process of the central nervous system to restore homeostatic balance.


Asunto(s)
Terapia por Acupuntura , Sistema Nervioso Central , Fibras Nerviosas
15.
J Neurosci ; 35(29): 10451-9, 2015 Jul 22.
Artículo en Inglés | MEDLINE | ID: mdl-26203140

RESUMEN

Midbrain dopamine (DA) neurons are thought to be a critical node in the circuitry that mediates reward learning. DA neurons receive diverse inputs from regions distributed throughout the neuraxis from frontal neocortex to the mesencephalon. While a great deal is known about changes in the activity of individual DA neurons during learning, much less is known about the functional changes in the microcircuits in which DA neurons are embedded. Here we used local field potentials recorded from the midbrain of behaving mice to show that the midbrain evoked potential (mEP) faithfully reflects the temporal and spatial structure of the phasic response of midbrain neuron populations during conditioning. By comparing the mEP to simultaneously recorded single units, we identified specific components of the mEP that corresponded to phasic DA and non-DA responses to salient stimuli. The DA component of the mEP emerged with the acquisition of a conditioned stimulus, was extinguished following changes in reinforcement contingency, and could be inhibited by pharmacological manipulations that attenuate the phasic responses of DA neurons. In contrast to single-unit recordings, the mEP permitted relatively dense sampling of the midbrain circuit during conditioning and thus could be used to reveal the spatiotemporal structure of multiple intermingled midbrain circuits. Finally, the mEP response was stable for months and thus provides a new approach to study long-term changes in the organization of ventral midbrain microcircuits during learning. Significance statement: Neurons that synthesize and release the neurotransmitter dopamine play a critical role in voluntary reward-seeking behavior. Much of our insight into the function of dopamine neurons comes from recordings of individual cells in behaving animals; however, it is notoriously difficult to record from dopamine neurons due to their sparsity and depth, as well as the presence of intermingled non-dopaminergic neurons. Here we show that much of the information that can be learned from recordings of individual dopamine and non-dopamine neurons is also revealed by changes in specific components of the local field potential. This technique provides an accessible measurement that could prove critical to our burgeoning understanding of the molecular, functional, and anatomical diversity of neuron populations in the midbrain.


Asunto(s)
Condicionamiento Clásico/fisiología , Neuronas Dopaminérgicas/fisiología , Potenciales Evocados/fisiología , Mesencéfalo/fisiología , Vías Nerviosas/fisiología , Animales , Masculino , Ratones , Ratones Endogámicos C57BL
16.
Elife ; 3: e02397, 2014 May 21.
Artículo en Inglés | MEDLINE | ID: mdl-24849626

RESUMEN

Dysfunction of the basal ganglia produces severe deficits in the timing, initiation, and vigor of movement. These diverse impairments suggest a control system gone awry. In engineered systems, feedback is critical for control. By contrast, models of the basal ganglia highlight feedforward circuitry and ignore intrinsic feedback circuits. In this study, we show that feedback via axon collaterals of substantia nigra projection neurons control the gain of the basal ganglia output. Through a combination of physiology, optogenetics, anatomy, and circuit mapping, we elaborate a general circuit mechanism for gain control in a microcircuit lacking interneurons. Our data suggest that diverse tonic firing rates, weak unitary connections and a spatially diffuse collateral circuit with distinct topography and kinetics from feedforward input is sufficient to implement divisive feedback inhibition. The importance of feedback for engineered systems implies that the intranigral microcircuit, despite its absence from canonical models, could be essential to basal ganglia function. DOI: http://dx.doi.org/10.7554/eLife.02397.001.


Asunto(s)
Ganglios Basales/metabolismo , Sustancia Negra/metabolismo , Animales , Dependovirus/genética , Interneuronas/metabolismo , Ratones , Ratones Transgénicos , Vías Nerviosas/metabolismo , Neuronas/citología , Neuronas/metabolismo , Optogenética
17.
Nat Neurosci ; 16(1): 71-8, 2013 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-23222913

RESUMEN

Midbrain dopaminergic (DA) neurons are thought to guide learning via phasic elevations of firing in response to reward predicting stimuli. The mechanism for these signals remains unclear. Using extracellular recording during associative learning, we found that inhibitory neurons in the ventral midbrain of mice responded to salient auditory stimuli with a burst of activity that occurred before the onset of the phasic response of DA neurons. This population of inhibitory neurons exhibited enhanced responses during extinction and was anticorrelated with the phasic response of simultaneously recorded DA neurons. Optogenetic stimulation revealed that this population was, in part, derived from inhibitory projection neurons of the substantia nigra that provide a robust monosynaptic inhibition of DA neurons. Thus, our results elaborate on the dynamic upstream circuits that shape the phasic activity of DA neurons and suggest that the inhibitory microcircuit of the midbrain is critical for new learning in extinction.


Asunto(s)
Extinción Psicológica/fisiología , Mesencéfalo/citología , Red Nerviosa/fisiología , Inhibición Neural/fisiología , Neuronas/fisiología , Estimulación Acústica , Potenciales de Acción/fisiología , Animales , Mapeo Encefálico , Channelrhodopsins , Simulación por Computador , Dopamina/metabolismo , Técnicas In Vitro , Potenciales Postsinápticos Inhibidores/fisiología , Luz , Masculino , Mesencéfalo/fisiología , Ratones , Ratones Endogámicos C57BL , Ratones Transgénicos , Modelos Neurológicos , Inhibición Neural/genética , Optogenética , Técnicas de Placa-Clamp , Estimulación Luminosa , Tiempo de Reacción/fisiología , Ácido gamma-Aminobutírico/metabolismo
18.
Front Neuroanat ; 4: 147, 2010.
Artículo en Inglés | MEDLINE | ID: mdl-21212837

RESUMEN

The basal ganglia play a critical role in the regulation of voluntary action in vertebrates. Our understanding of the function of the basal ganglia relies heavily upon anatomical information, but continued progress will require an understanding of the specific functional roles played by diverse cell types and their connectivity. An increasing number of mouse lines allow extensive identification, characterization, and manipulation of specified cell types in the basal ganglia. Despite the promise of genetically modified mice for elucidating the functional roles of diverse cell types, there is relatively little anatomical data obtained directly in the mouse. Here we have characterized the retrograde labeling obtained from a series of tracer injections throughout the dorsal striatum of adult mice. We found systematic variations in input along both the medial-lateral and anterior-posterior neuraxes in close agreement with canonical features of basal ganglia anatomy in the rat. In addition to the canonical features we have provided experimental support for the importance of non-canonical inputs to the striatum from the raphe nuclei and the amygdala. To look for organization at a finer scale we have analyzed the correlation structure of labeling intensity across our entire dataset. Using this analysis we found substantial local heterogeneity within the large-scale order. From this analysis we conclude that individual striatal sites receive varied combinations of cortical and thalamic input from multiple functional areas, consistent with some earlier studies in the rat that have suggested the presence of a combinatorial map.

19.
J Neurosci ; 28(39): 9619-31, 2008 Sep 24.
Artículo en Inglés | MEDLINE | ID: mdl-18815248

RESUMEN

Extinction of behavior enables adaptation to a changing world and is crucial for recovery from disorders such as phobias and drug addiction. However, the brain mechanisms underlying behavioral extinction remain poorly understood. Midbrain dopamine (DA) neurons appear to play a central role in most acquisition processes of appetitive conditioning. Here, we show that the responses of putative DA neurons to conditioned reward predicting cues also dynamically encode two classical features of extinction: decrement in amplitude of previously learned excitatory responses and rebound of responding on subsequent retesting (spontaneous recovery). Crucially, this encoding involves development of inhibitory responses in the DA neurons, reflecting new, extinction-specific learning in the brain. We explored the implications of this finding by adding such inhibitory inputs to a standard temporal difference model of DA cell activity. We found that combining extinction-triggered plasticity of these inputs with a time-dependent spontaneous decay of weights, equivalent to a forgetting process as described in classical behavioral extinction literature, enabled the model to simulate several classical features of extinction. A key requirement to achieving spontaneous recovery was differential rates of spontaneous decay for weights representing original conditioning and for subsequent extinction learning. A testable prediction of the model is thus that differential decay properties exist within the wider circuits regulating DA cell activity. These findings are consistent with the hypothesis that extinction processes at both cellular and behavioral levels involve a dynamic interaction between new (inhibitory) learning, forgetting, and unlearning.


Asunto(s)
Potenciales de Acción/fisiología , Condicionamiento Psicológico/fisiología , Dopamina/metabolismo , Extinción Psicológica/fisiología , Modelos Neurológicos , Neuronas/fisiología , Estimulación Acústica/métodos , Potenciales de Acción/efectos de los fármacos , Algoritmos , Animales , Conducta Animal , Bicuculina/farmacología , Señales (Psicología) , Antagonistas del GABA/farmacología , Masculino , Ratas , Ratas Wistar , Sustancia Negra/citología , Área Tegmental Ventral/citología
20.
J Neurosci ; 25(26): 6235-42, 2005 Jun 29.
Artículo en Inglés | MEDLINE | ID: mdl-15987953

RESUMEN

Behavioral conditioning of cue-reward pairing results in a shift of midbrain dopamine (DA) cell activity from responding to the reward to responding to the predictive cue. However, the precise time course and mechanism underlying this shift remain unclear. Here, we report a combined single-unit recording and temporal difference (TD) modeling approach to this question. The data from recordings in conscious rats showed that DA cells retain responses to predicted reward after responses to conditioned cues have developed, at least early in training. This contrasts with previous TD models that predict a gradual stepwise shift in latency with responses to rewards lost before responses develop to the conditioned cue. By exploring the TD parameter space, we demonstrate that the persistent reward responses of DA cells during conditioning are only accurately replicated by a TD model with long-lasting eligibility traces (nonzero values for the parameter lambda) and low learning rate (alpha). These physiological constraints for TD parameters suggest that eligibility traces and low per-trial rates of plastic modification may be essential features of neural circuits for reward learning in the brain. Such properties enable rapid but stable initiation of learning when the number of stimulus-reward pairings is limited, conferring significant adaptive advantages in real-world environments.


Asunto(s)
Condicionamiento Clásico , Dopamina/fisiología , Aprendizaje/fisiología , Neuronas/fisiología , Recompensa , Potenciales de Acción/fisiología , Animales , Señales (Psicología) , Electrofisiología/métodos , Masculino , Red Nerviosa/fisiología , Ratas , Ratas Wistar
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