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1.
Proc Natl Acad Sci U S A ; 116(13): 6425-6434, 2019 03 26.
Artículo en Inglés | MEDLINE | ID: mdl-30867291

RESUMEN

The noninvasive estimation of neuronal receptive field (RF) properties in vivo allows a detailed understanding of brain organization as well as its plasticity by longitudinal following of potential changes. Visual RFs measured invasively by electrophysiology in animal models have traditionally provided a great extent of our current knowledge about the visual brain and its disorders. Voxel-based estimates of population RF (pRF) by functional magnetic resonance imaging (fMRI) in humans revolutionized the field and have been used extensively in numerous studies. However, current methods cannot estimate single-neuron RF sizes as they reflect large populations of neurons with individual RF scatter. Here, we introduce an approach to estimate RF size using spatial frequency selectivity to checkerboard patterns. This method allowed us to obtain noninvasive, average single-neuron RF estimates over a large portion of human early visual cortex. These estimates were significantly smaller compared with prior pRF methods. Furthermore, fMRI and electrophysiology experiments in nonhuman primates demonstrated an exceptionally good match, validating the approach.


Asunto(s)
Imagen por Resonancia Magnética/métodos , Neuronas/citología , Neuronas/fisiología , Corteza Visual/fisiología , Animales , Mapeo Encefálico/métodos , Simulación por Computador , Electrofisiología/métodos , Femenino , Humanos , Masculino , Modelos Animales , Corteza Visual/diagnóstico por imagen , Campos Visuales/fisiología
2.
Neuroimage ; 190: 254-268, 2019 04 15.
Artículo en Inglés | MEDLINE | ID: mdl-29627591

RESUMEN

Damage to the primary visual cortex (V1) leads to a visual field loss (scotoma) in the retinotopically corresponding part of the visual field. Nonetheless, a small amount of residual visual sensitivity persists within the blind field. This residual capacity has been linked to activity observed in the middle temporal area complex (V5/MT+). However, it remains unknown whether the organization of hV5/MT+ changes following early visual cortical lesions. We studied the organization of area hV5/MT+ of five patients with dense homonymous defects in a quadrant of the visual field as a result of partial V1+ or optic radiation lesions. To do so, we developed a new method, which models the boundaries of population receptive fields directly from the BOLD signal of each voxel in the visual cortex. We found responses in hV5/MT+ arising inside the scotoma for all patients and identified two possible sources of activation: 1) responses might originate from partially lesioned parts of area V1 corresponding to the scotoma, and 2) responses can also originate independent of area V1 input suggesting the existence of functional V1-bypassing pathways. Apparently, visually driven activity observed in hV5/MT+ is not sufficient to mediate conscious vision. More surprisingly, visually driven activity in corresponding regions of V1 and early extrastriate areas including hV5/MT+ did not guarantee visual perception in the group of patients with post-geniculate lesions that we examined. This suggests that the fine coordination of visual activity patterns across visual areas may be an important determinant of whether visual perception persists following visual cortical lesions.


Asunto(s)
Escotoma , Trastornos de la Visión , Corteza Visual , Campos Visuales/fisiología , Vías Visuales , Percepción Visual/fisiología , Adulto , Imagen Eco-Planar , Femenino , Neuroimagen Funcional , Humanos , Masculino , Persona de Mediana Edad , Escotoma/diagnóstico por imagen , Escotoma/fisiopatología , Accidente Cerebrovascular/complicaciones , Trastornos de la Visión/diagnóstico por imagen , Trastornos de la Visión/etiología , Trastornos de la Visión/patología , Trastornos de la Visión/fisiopatología , Corteza Visual/diagnóstico por imagen , Corteza Visual/patología , Corteza Visual/fisiopatología , Vías Visuales/diagnóstico por imagen , Vías Visuales/patología , Vías Visuales/fisiopatología
3.
Proc Natl Acad Sci U S A ; 111(16): E1656-65, 2014 Apr 22.
Artículo en Inglés | MEDLINE | ID: mdl-24706881

RESUMEN

Injury to the primary visual cortex (V1) typically leads to loss of conscious vision in the corresponding, homonymous region of the contralateral visual hemifield (scotoma). Several studies suggest that V1 is highly plastic after injury to the visual pathways, whereas others have called this conclusion into question. We used functional magnetic resonance imaging (fMRI) to measure area V1 population receptive field (pRF) properties in five patients with partial or complete quadrantic visual field loss as a result of partial V1+ or optic radiation lesions. Comparisons were made with healthy controls deprived of visual stimulation in one quadrant ["artificial scotoma" (AS)]. We observed no large-scale changes in spared-V1 topography as the V1/V2 border remained stable, and pRF eccentricity versus cortical-distance plots were similar to those of controls. Interestingly, three observations suggest limited reorganization: (i) the distribution of pRF centers in spared-V1 was shifted slightly toward the scotoma border in 2 of 5 patients compared with AS controls; (ii) pRF size in spared-V1 was slightly increased in patients near the scotoma border; and (iii) pRF size in the contralesional hemisphere was slightly increased compared with AS controls. Importantly, pRF measurements yield information about the functional properties of spared-V1 cortex not provided by standard perimetry mapping. In three patients, spared-V1 pRF maps overlapped significantly with dense regions of the perimetric scotoma, suggesting that pRF analysis may help identify visual field locations amenable to rehabilitation. Conversely, in the remaining two patients, spared-V1 pRF maps failed to cover sighted locations in the perimetric map, indicating the existence of V1-bypassing pathways able to mediate useful vision.


Asunto(s)
Ceguera/fisiopatología , Corteza Visual/fisiopatología , Pruebas del Campo Visual , Campos Visuales/fisiología , Ceguera/patología , Mapeo Encefálico , Humanos , Retina/patología , Retina/fisiopatología , Escotoma/patología , Escotoma/fisiopatología , Corteza Visual/patología
4.
Neuroimage ; 120: 176-90, 2015 Oct 15.
Artículo en Inglés | MEDLINE | ID: mdl-26146195

RESUMEN

There is extensive controversy over whether the adult visual cortex is able to reorganize following visual field loss (scotoma) as a result of retinal or cortical lesions. Functional magnetic resonance imaging (fMRI) methods provide a useful tool to study the aggregate receptive field properties and assess the capacity of the human visual cortex to reorganize following injury. However, these methods are prone to biases near the boundaries of the scotoma. Retinotopic changes resembling reorganization have been observed in the early visual cortex of normal subjects when the visual stimulus is masked to simulate retinal or cortical scotomas. It is not known how the receptive fields of higher visual areas, like hV5/MT+, are affected by partial stimulus deprivation. We measured population receptive field (pRF) responses in human area V5/MT+ of 5 healthy participants under full stimulation and compared them with responses obtained from the same area while masking the left superior quadrant of the visual field ("artificial scotoma" or AS). We found that pRF estimations in area hV5/MT+ are nonlinearly affected by the AS. Specifically, pRF centers shift towards the AS, while the pRF amplitude increases and the pRF size decreases near the AS border. The observed pRF changes do not reflect reorganization but reveal important properties of normal visual processing under different test-stimulus conditions.


Asunto(s)
Imagen por Resonancia Magnética/métodos , Reconocimiento Visual de Modelos/fisiología , Escotoma/fisiopatología , Corteza Visual/fisiología , Campos Visuales/fisiología , Adulto , Anciano , Femenino , Voluntarios Sanos , Humanos , Masculino , Persona de Mediana Edad , Adulto Joven
5.
J Pers Med ; 14(4)2024 Mar 30.
Artículo en Inglés | MEDLINE | ID: mdl-38673001

RESUMEN

The personalized applications of 3D printing in interventional cardiology and cardiac surgery represent a transformative paradigm in the management of structural heart diseases. This review underscores the pivotal role of 3D printing in enhancing procedural precision, from preoperative planning to procedural simulation, particularly in valvular heart diseases, such as aortic stenosis and mitral regurgitation. The ability to create patient-specific models contributes significantly to predicting and preventing complications like paravalvular leakage, ensuring optimal device selection, and improving outcomes. Additionally, 3D printing extends its impact beyond valvular diseases to tricuspid regurgitation and non-valvular structural heart conditions. The comprehensive synthesis of the existing literature presented here emphasizes the promising trajectory of individualized approaches facilitated by 3D printing, promising a future where tailored interventions based on precise anatomical considerations become standard practice in cardiovascular care.

6.
Life (Basel) ; 14(6)2024 May 30.
Artículo en Inglés | MEDLINE | ID: mdl-38929689

RESUMEN

Patent foramen ovale (PFO) is a remnant of the foetal circulation resulting from incomplete occlusion of the septum primum and septum secundum. Although prevalent in about 25% of the population, it mainly remains asymptomatic. However, its clinical significance in situations such as cryptogenic stroke, migraine, and decompression illness (DCI) has been well described. Recent randomised clinical trials (RCTs) have demonstrated the efficacy of percutaneous PFO closure over pharmacological therapy alone for secondary stroke prevention in carefully selected patients. Notably, these trials have excluded older patients or those with concurrent thrombophilia. Furthermore, the role of closure in other clinical conditions associated with PFO, like decompression sickness (DCS) and migraines, remains under investigation. Our review aims to summarise the existing literature regarding epidemiology, pathophysiological mechanisms, optimal management, and closure indications for these special patient groups.

7.
Neuroimage ; 81: 144-157, 2013 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-23684878

RESUMEN

We introduce a new method for measuring visual population receptive fields (pRF) with functional magnetic resonance imaging (fMRI). The pRF structure is modeled as a set of weights that can be estimated by solving a linear model that predicts the Blood Oxygen Level-Dependent (BOLD) signal using the stimulus protocol and the canonical hemodynamic response function. This method does not make a priori assumptions about the specific pRF shape and is therefore a useful tool for uncovering the underlying pRF structure at different spatial locations in an unbiased way. We show that our method is more accurate than a previously described method (Dumoulin and Wandell, 2008) which directly fits a 2-dimensional isotropic Gaussian pRF model to predict the fMRI time-series. We demonstrate that direct-fit models do not fully capture the actual pRF shape, and can be prone to pRF center mislocalization when the pRF is located near the border of the stimulus space. A quantitative comparison demonstrates that our method outperforms the direct-fit methods in the pRF center modeling by achieving higher explained variance of the BOLD signal. This was true for direct-fit isotropic Gaussian, anisotropic Gaussian, and difference of isotropic Gaussians model. Importantly, our model is also capable of exploring a variety of pRF properties such as surround suppression, receptive field center elongation, orientation, location and size. Additionally, the proposed method is particularly attractive for monitoring pRF properties in the visual areas of subjects with lesions of the visual pathways, where it is difficult to anticipate what shape the reorganized pRF might take. Finally, the method proposed here is more efficient in computation time than direct-fit methods, which need to search for a set of parameters in an extremely large searching space. Instead, this method uses the pRF topography to constrain the space that needs to be searched for the subsequent modeling.


Asunto(s)
Algoritmos , Mapeo Encefálico/métodos , Imagen por Resonancia Magnética/métodos , Corteza Visual/fisiología , Campos Visuales/fisiología , Adulto , Femenino , Humanos , Procesamiento de Imagen Asistido por Computador , Masculino , Estimulación Luminosa , Adulto Joven
8.
Eur J Neurosci ; 38(10): 3456-64, 2013 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-24033706

RESUMEN

The visual field is retinotopically represented in early visual areas. It has been suggested that when adult primary visual cortex (V1) is deprived of normal retinal input it is capable of large-scale reorganisation, with neurons inside the lesion projection zone (LPZ) being visually driven by inputs from intact retinal regions. Early functional magnetic resonance imaging (fMRI) studies in humans with macular degeneration (MD) report > 1 cm spread of activity inside the LPZ border, whereas recent results report no shift of the LPZ border. Here, we used fMRI population receptive field measurements to study, for the first time, the visual cortex organisation of one macaque monkey with MD and to compare it with normal controls. Our results showed that the border of the V1 LPZ remained stable, suggesting that the deafferented area V1 zone of the MD animal has limited capacity for reorganisation. Interestingly, the pRF size of non-deafferented V1 voxels increased slightly (~20% on average), although this effect appears weaker than that in previous single-unit recording reports. Area V2 also showed limited reorganisation. Remarkably, area V5/MT of the MD animal showed extensive activation compared to controls stimulated over the part of the visual field that was spared in the MD animal. Furthermore, population receptive field size distributions differed markedly in area V5/MT of the MD animal. Taken together, these results suggest that V5/MT has a higher potential for reorganisation after MD than earlier visual cortex.


Asunto(s)
Degeneración Macular/fisiopatología , Estimulación Luminosa/métodos , Corteza Visual/fisiología , Animales , Macaca , Degeneración Macular/diagnóstico , Imagen por Resonancia Magnética/métodos , Masculino , Corteza Visual/fisiopatología
9.
J Cardiovasc Dev Dis ; 10(7)2023 Jun 30.
Artículo en Inglés | MEDLINE | ID: mdl-37504539

RESUMEN

Τransradial artery access has recently gained widespread acceptance as the preferred approach for coronary angiography and interventions, due to its lower incidence of bleeding and vascular complications compared to transfemoral access. However, thrombotic occlusion of the radial artery has emerged as the most common complication of this method, impeding its use in future interventions, and in the creation of arteriovenous fistulae for hemodialysis patients, or as a graft for coronary artery bypasses grafting. In this comprehensive review, we delve into the anatomy of the radial artery, the pathophysiology and diagnosis of radial artery occlusion, the identification of potential risk factors and, finally, prevention and treatment strategies. We acknowledge that distal transradial access provides an effective alternative for coronary angiography and catheterizations, with a reduced incidence of radial artery occlusion.

10.
Commun Biol ; 5(1): 77, 2022 01 20.
Artículo en Inglés | MEDLINE | ID: mdl-35058544

RESUMEN

Alzheimer's disease and other dementias are thought to underlie a progressive impairment of neural plasticity. Previous work in mouse models of Alzheimer's disease shows pronounced changes in artificially-induced plasticity in hippocampus, perirhinal and prefrontal cortex. However, it is not known how degeneration disrupts intrinsic forms of brain plasticity. Here we characterised the impact of tauopathy on a simple form of intrinsic plasticity in the visual system, which allowed us to track plasticity at both long (days) and short (minutes) timescales. We studied rTg4510 transgenic mice at early stages of tauopathy (5 months) and a more advanced stage (8 months). We recorded local field potentials in the primary visual cortex while animals were repeatedly exposed to a stimulus over 9 days. We found that both short- and long-term visual plasticity were already disrupted at early stages of tauopathy, and further reduced in older animals, such that it was abolished in mice expressing mutant tau. Additionally, visually evoked behaviours were disrupted in both younger and older mice expressing mutant tau. Our results show that visual cortical plasticity and visually evoked behaviours are disrupted in the rTg4510 model of tauopathy. This simple measure of plasticity may help understand how tauopathy disrupts neural circuits, and offers a translatable platform for detection and tracking of the disease.


Asunto(s)
Enfermedad de Alzheimer/fisiopatología , Plasticidad Neuronal/fisiología , Corteza Visual/fisiología , Animales , Modelos Animales de Enfermedad , Masculino , Ratones , Ratones Transgénicos
11.
iScience ; 25(10): 105232, 2022 Oct 21.
Artículo en Inglés | MEDLINE | ID: mdl-36274955

RESUMEN

Neurodegenerative disorders are associated with widespread disruption to brain activity and brain rhythms. Some disorders are linked to dysfunction of the membrane-associated protein Tau. Here, we ask how brain rhythms are affected in rTg4510 mouse model of tauopathy, at an early stage of tauopathy (5 months), and at a more advanced stage (8 months). We measured brain rhythms in primary visual cortex in presence or absence of visual stimulation, while monitoring pupil diameter and locomotion to establish behavioral state. At 5 months, we found increased low-frequency rhythms during resting state in tauopathic animals, associated with periods of abnormally increased neural synchronization. At 8 months, this increase in low-frequency rhythms was accompanied by a reduction of power in the gamma range. Our results therefore show that slower rhythms are impaired earlier than gamma rhythms in this model of tauopathy, and suggest that electrophysiological measurements can track the progression of tauopathic neurodegeneration.

12.
Front Neurosci ; 16: 719250, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35310109

RESUMEN

Random dot kinematograms (RDKs) have recently been used to train subjects with cortical scotomas to perform direction of motion discrimination, partially restoring visual motion perception. To study the recovery of visual perception, it is important to understand how visual areas in normal subjects and subjects with cortical scotomas respond to RDK stimuli. Studies in normal subjects have shown that blood oxygen level-dependent (BOLD) responses in human area hV5/MT+ increase monotonically with coherence, in general agreement with electrophysiology studies in primates. However, RDK responses in prior studies were obtained while the subject was performing fixation, not a motion discrimination condition. Furthermore, BOLD responses were gauged against a baseline condition of uniform illumination or static dots, potentially decreasing the specificity of responses for the spatial integration of local motion signals (motion coherence). Here, we revisit this question starting from a baseline RDK condition of no coherence, thereby isolating the component of BOLD response due specifically to the spatial integration of local motion signals. In agreement with prior studies, we found that responses in the area hV5/MT+ of healthy subjects were monotonically increasing when subjects fixated without performing a motion discrimination task. In contrast, when subjects were performing an RDK direction of motion discrimination task, responses in the area hV5/MT+ remained flat, changing minimally, if at all, as a function of motion coherence. A similar pattern of responses was seen in the area hV5/MT+ of subjects with dense cortical scotomas performing direction of motion discrimination for RDKs presented inside the scotoma. Passive RDK presentation within the scotoma elicited no significant hV5/MT+ responses. These observations shed further light on how visual cortex responses behave as a function of motion coherence, helping to prepare the ground for future studies using these methods to study visual system recovery after injury.

13.
JACC Cardiovasc Interv ; 15(1): 22-32, 2022 01 10.
Artículo en Inglés | MEDLINE | ID: mdl-34922888

RESUMEN

OBJECTIVES: This study aimed to compare the efficacy and safety of the distal transradial approach (dTRA) versus the conventional transradial approach (TRA) for coronary angiography and percutaneous coronary interventions. BACKGROUND: The recommended approach for coronary procedures is TRA. However, it is associated with radial artery occlusion (RAO). The dTRA could potentially decrease the incidence of RAO. METHODS: One thousand forty-two consecutive patients were randomized (1:1) to right dTRA or TRA. The primary endpoint was the rate of RAO, which was evaluated by Doppler ultrasound at 60 days after randomization. RESULTS: Five hundred eighteen and 524 patients were randomized to dTRA and TRA, respectively. Follow-up Doppler evaluation of the radial artery was accomplished in 404 (78.0%) patients in the dTRA group and 392 (74.8%) in the TRA group. The rate of RAO was significantly reduced in the dTRA group compared with TRA group (3.7% vs 7.9%, respectively; P = 0.014). The rate of successful sheath insertion was lower in the dTRA group compared with the TRA group (78.7% vs 94.8%, respectively; P < 0.001). More punctures (median = 2 [IQR: 1-3] vs median = 1 [IQR: 1-2]; P < 0.001) and a longer time (120 vs 75 seconds; P < 0.001) were required for sheath insertion in the dTRA group compared with the TRA group. The hemostasis time was shorter in the dTRA group compared with the TRA group (60 vs 120 minutes; P < 0.001). The dose area product was higher in the dTRA group (median = 32,729 in the dTRA vs 28,909 cGy/cm2 in the TRA group; P = 0.02). No significant differences were observed in the secondary safety endpoints (bleeding [Bleeding Academic Research Consortium ≥2] and severe radial artery spasm). CONCLUSIONS: According to our study, dTRA was associated with a lower rate of forearm RAO, a shorter time of hemostasis, a higher crossover rate and dose area product, and a longer procedural time compared with TRA.


Asunto(s)
Arteriopatías Oclusivas , Intervención Coronaria Percutánea , Arteriopatías Oclusivas/diagnóstico por imagen , Arteriopatías Oclusivas/etiología , Angiografía Coronaria/efectos adversos , Angiografía Coronaria/métodos , Humanos , Intervención Coronaria Percutánea/efectos adversos , Arteria Radial/diagnóstico por imagen , Resultado del Tratamiento
14.
Elife ; 102021 04 21.
Artículo en Inglés | MEDLINE | ID: mdl-33880991

RESUMEN

Real-time rendering of closed-loop visual environments is important for next-generation understanding of brain function and behaviour, but is often prohibitively difficult for non-experts to implement and is limited to few laboratories worldwide. We developed BonVision as an easy-to-use open-source software for the display of virtual or augmented reality, as well as standard visual stimuli. BonVision has been tested on humans and mice, and is capable of supporting new experimental designs in other animal models of vision. As the architecture is based on the open-source Bonsai graphical programming language, BonVision benefits from native integration with experimental hardware. BonVision therefore enables easy implementation of closed-loop experiments, including real-time interaction with deep neural networks, and communication with behavioural and physiological measurement and manipulation devices.


Asunto(s)
Realidad Aumentada , Conducta Animal , Estimulación Luminosa , Diseño de Software , Vías Visuales/fisiología , Percepción Visual , Animales , Gráficos por Computador , Humanos , Masculino , Ratones Endogámicos C57BL , Lenguajes de Programación , Factores de Tiempo , Flujo de Trabajo
15.
Hellenic J Cardiol ; 62(3): 201-205, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-32135274

RESUMEN

BACKGROUND: Distal transradial access (dTRA), through the anatomical snuffbox (AS) of the hand, is a novel, potentially beneficial, vascular access for patients undergoing coronary procedures. METHOD: Consecutive patients with an indication for coronary angiography and/or percutaneous coronary intervention (PCI) were enrolled in our tertiary center, from November 2018 to March 2019. The success rate of the procedure, the incidence of local complications, the time required for hemostasis, and the incidence of radial artery occlusion (RAO) were evaluated. RESULTS: Α total of 167 patients were catheterized through the dTRA (79.6% men, 20.4% women), with a median age of 64 years. The indication for catheterization was ACS in 80 (47.9%) patients, stable coronary artery disease in 51 (30.5%) patients, and other reasons in 36 (21.6%) patients. Fifty patients (32.9%) underwent PCI. Successful sheath insertion was recorded in 152 (91.0%) patients. The mean time to hemostasis after sheath removal was 52 ± 11 min. Vascular access site complications were evaluated with ultrasound in 62 (40.8%) of the enrolled patients, 40 ± 15 days after the procedure. Among them, 2 (3.2%) patients presented with arteriovenous fistula, and 2 (3.2%) patients with local occlusion at the puncture site within the AS and distal to the transverse ligament, with preservation of the patency of the radial artery proximal to the radial styloid process. CONCLUSION: The dTRA may be a feasible and safe access site for diagnostic and interventional coronary procedures, with decreased incidence of RAO and time required for hemostasis compared to classical radial artery access.


Asunto(s)
Enfermedad de la Arteria Coronaria , Intervención Coronaria Percutánea , Angiografía Coronaria , Enfermedad de la Arteria Coronaria/cirugía , Estudios de Factibilidad , Femenino , Humanos , Recién Nacido , Masculino , Intervención Coronaria Percutánea/efectos adversos , Arteria Radial/cirugía
16.
Sci Rep ; 6: 24350, 2016 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-27079423

RESUMEN

Emerging evidence indicates that prediction, instantiated at different perceptual levels, facilitate visual processing and enable prompt and appropriate reactions. Until now, the mechanisms underlying the effect of predictive coding at different stages of visual processing have still remained unclear. Here, we aimed to investigate early and late processing of spatial prediction violation by performing combined recordings of saccadic eye movements and fast event-related fMRI during a continuous visual detection task. Psychophysical reverse correlation analysis revealed that the degree of mismatch between current perceptual input and prior expectations is mainly processed at late rather than early stage, which is instead responsible for fast but general prediction error detection. Furthermore, our results suggest that conscious late detection of deviant stimuli is elicited by the assessment of prediction error's extent more than by prediction error per se. Functional MRI and functional connectivity data analyses indicated that higher-level brain systems interactions modulate conscious detection of prediction error through top-down processes for the analysis of its representational content, and possibly regulate subsequent adaptation of predictive models. Overall, our experimental paradigm allowed to dissect explicit from implicit behavioral and neural responses to deviant stimuli in terms of their reliance on predictive models.


Asunto(s)
Encéfalo/fisiología , Modelos Neurológicos , Modelos Psicológicos , Adulto , Mapeo Encefálico , Toma de Decisiones , Femenino , Humanos , Imagen por Resonancia Magnética , Masculino , Percepción Visual , Adulto Joven
18.
J Vis Exp ; (96)2015 Feb 03.
Artículo en Inglés | MEDLINE | ID: mdl-25741774

RESUMEN

Visual cortex is retinotopically organized so that neighboring populations of cells map to neighboring parts of the visual field. Functional magnetic resonance imaging allows us to estimate voxel-based population receptive fields (pRF), i.e., the part of the visual field that activates the cells within each voxel. Prior, direct, pRF estimation methods(1) suffer from certain limitations: 1) the pRF model is chosen a-priori and may not fully capture the actual pRF shape, and 2) pRF centers are prone to mislocalization near the border of the stimulus space. Here a new topographical pRF estimation method(2) is proposed that largely circumvents these limitations. A linear model is used to predict the Blood Oxygen Level-Dependent (BOLD) signal by convolving the linear response of the pRF to the visual stimulus with the canonical hemodynamic response function. PRF topography is represented as a weight vector whose components represent the strength of the aggregate response of voxel neurons to stimuli presented at different visual field locations. The resulting linear equations can be solved for the pRF weight vector using ridge regression(3), yielding the pRF topography. A pRF model that is matched to the estimated topography can then be chosen post-hoc, thereby improving the estimates of pRF parameters such as pRF-center location, pRF orientation, size, etc. Having the pRF topography available also allows the visual verification of pRF parameter estimates allowing the extraction of various pRF properties without having to make a-priori assumptions about the pRF structure. This approach promises to be particularly useful for investigating the pRF organization of patients with disorders of the visual system.


Asunto(s)
Imagen por Resonancia Magnética/métodos , Corteza Visual/fisiología , Campos Visuales/fisiología , Mapeo Encefálico/métodos , Humanos , Modelos Neurológicos , Neuronas/fisiología , Orientación , Estimulación Luminosa/métodos
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