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1.
BMC Genomics ; 25(1): 896, 2024 Sep 29.
Artículo en Inglés | MEDLINE | ID: mdl-39343885

RESUMEN

BACKGROUND: Decellularized extracellular matrix (dECM) is an intriguing natural biomaterial that has garnered significant attention due to its remarkable biological properties. In our study, we employed a cell-matrixed nerve graft for the repair of sciatic nerve defects in rats. The efficacy of this approach was assessed, and concurrently, the underlying molecular regulatory mechanisms were explored to elucidate how such grafts facilitate nerve regeneration. Long noncoding RNAs (lncRNAs) regulate mRNA expression via multiple mechanisms, including post-transcriptional regulation, transcription factor effects, and competitive binding with miRNAs. These interactions between lncRNAs and mRNAs facilitate precise control of gene expression, allowing organisms to adapt to varying biological environments and physiological states. By investigating the expression profiles and interaction dynamics of mRNAs and lncRNAs, we can enhance our understanding of the molecular mechanisms through which cell-matrixed nerve grafts influence neural repair. Such studies are pivotal in uncovering the intricate networks of gene regulation that underpin this process. RESULTS: Weighted gene co-expression network analysis (WGCNA) utilizes clustering algorithms, such as hierarchical clustering, to aggregate genes with similar expression profiles into modules. These modules, which potentially correspond to distinct biological functions or processes, can subsequently be analyzed for their association with external sample traits. By correlating gene modules with specific conditions, such as disease states or responses to treatments, WGCNA enables a deeper understanding of the genetic architecture underlying various phenotypic traits and their functional implications. We identified seven mRNA modules and five lncRNA modules that exhibited associations with treatment or time-related events by WGCNA. We found the blue (mRNAs) module which displayed a remarkable enrichment in "axonal guidance" and "metabolic pathways", exhibited strong co-expression with multiple lncRNA modules, including blue (related to "GnRH secretion" and "pyrimidine metabolism"), green (related to "arginine and proline metabolism"), black (related to "nitrogen metabolism"), grey60 (related to "PPAR signaling pathway"), and greenyellow (related to "steroid hormone biosynthesis"). All of the top 50 mRNAs and lncRNAs exhibiting the strongest correlation were derived from the blue module. Validation of key molecules were performed using immunohistochemistry and qRT-PCR. CONCLUSION: Revealing the principles and molecular regulatory mechanisms of the interaction between materials and biological entities, such as cells and tissues, is a direction for the development of biomimetic tissue engineering technologies and clinically effective products.


Asunto(s)
Regeneración Nerviosa , ARN Largo no Codificante , ARN Mensajero , Nervio Ciático , ARN Largo no Codificante/genética , ARN Largo no Codificante/metabolismo , Animales , ARN Mensajero/genética , ARN Mensajero/metabolismo , Ratas , Regeneración Nerviosa/genética , Nervio Ciático/lesiones , Nervio Ciático/metabolismo , Matriz Extracelular/metabolismo , Redes Reguladoras de Genes , Perfilación de la Expresión Génica , Ratas Sprague-Dawley
2.
Glia ; 71(7): 1755-1769, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-36971489

RESUMEN

Prevascularization strategies have become a hot spot in tissue engineering. As one of the potential candidates for seed cells, skin precursor-derived Schwann cells (SKP-SCs) were endowed with a new role to more efficiently construct prevascularized tissue-engineered peripheral nerves. The silk fibroin scaffolds seeded with SKP-SCs were prevascularized through subcutaneously implantation, which was further assembled with the SKP-SC-containing chitosan conduit. SKP-SCs expressed pro-angiogenic factors in vitro and in vivo. SKP-SCs significantly accelerated the satisfied prevascularization in vivo of silk fibroin scaffolds compared with VEGF. Moreover, the NGF expression revealed that pregenerated blood vessels adapted to the nerve regeneration microenvironment through reeducation. The short-term nerve regeneration of SKP-SCs-prevascularization was obviously superior to that of non-prevascularization. At 12 weeks postinjury, both SKP-SCs-prevascularization and VEGF-prevascularization significantly improved nerve regeneration with a comparable degree. Our figures provide a new enlightenment for the optimization of prevascularization strategies and how to further utilize tissue engineering for better repair.


Asunto(s)
Fibroínas , Ingeniería de Tejidos , Factor A de Crecimiento Endotelial Vascular , Nervios Periféricos , Células de Schwann/fisiología , Regeneración Nerviosa/fisiología
3.
Sensors (Basel) ; 23(4)2023 Feb 05.
Artículo en Inglés | MEDLINE | ID: mdl-36850387

RESUMEN

With the rapidly emerging user-generated images, perception compression for color image is an inevitable mission. Whilst in existing just noticeable difference (JND) models, color-oriented features are not fully taken into account for coinciding with HVS perception characteristics, such as sensitivity, attention, and masking. To fully imitate the color perception process, we extract color-related feature parameters as local features, including color edge intensity and color complexity, as well as region-wise features, including color area proportion, color distribution position and color distribution dispersion, and inherent feature irrelevant to color content called color perception difference. Then, the potential interaction among them is analyzed and modeled as color contrast intensity. To utilize them, color uncertainty and color saliency are envisaged to emanate from feature integration in the information communication framework. Finally, color and uncertainty saliency models are applied to improve the conventional JND model, taking the masking and attention effect into consideration. Subjective and objective experiments validate the effectiveness of the proposed model, delivering superior noise concealment capacity compared with start-of-the-art works.

4.
Virus Genes ; 58(2): 133-142, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-35254586

RESUMEN

Porcine reproductive and respiratory syndrome virus (PRRSV) is an economically important pathogen in the pig industry worldwide. Many viruses manipulate their cellular metabolism to replicate themselves and cause infection. A conserved cellular energy sensor, 5'-AMP-activated protein kinase (AMPK), maintains cellular energy homeostasis. We found that PRRSV infection caused significant AMPK activation in a time-dependent manner via the ROS-calcium/calmodulin-dependent protein kinase-2 pathway. RNA interference-mediated AMPK knockdown could increase PRRSV replication in MARC-145 cells, suggesting that AMPK contributed to PRRSV infection regulation. Moreover, investigation of the effect of AMPK activity on PRRSV replication showed that PRRSV replication could be suppressed by the pharmacological agonists 5-aminoimidazole-4-carboxamide-1-ß-D-ribofuranoside and A769662. Conversely, an AMPK inhibitor, compound C, markedly enhanced PRRSV infection. Furthermore, the AMPK agonist A769662 was found to exert no effect on PRRSV entry, assembly, and release, suggesting that A769662 may hinder the PRRSV genome replication in MARC-145 cells. In conclusion, AMPK may be a promising antiviral drug target against PRRSV infection.


Asunto(s)
Síndrome Respiratorio y de la Reproducción Porcina , Virus del Síndrome Respiratorio y Reproductivo Porcino , Proteínas Quinasas Activadas por AMP/genética , Proteínas Quinasas Activadas por AMP/metabolismo , Proteínas Quinasas Activadas por AMP/farmacología , Animales , Línea Celular , Porcinos , Replicación Viral/genética
5.
J Cell Sci ; 132(6)2019 03 18.
Artículo en Inglés | MEDLINE | ID: mdl-30782778

RESUMEN

Tau protein (encoded by the gene microtubule-associated protein tau, Mapt) is essential for the assembly and stability of microtubule and the functional maintenance of the nervous system. Tau is highly abundant in neurons and is detectable in astrocytes and oligodendrocytes. However, whether tau is present in Schwann cells, the unique glial cells in the peripheral nervous system, is unclear. Here, we investigated the presence of tau and its coding mRNA, Mapt, in cultured Schwann cells and find that tau is present in these cells. Gene silencing of Mapt promoted Schwann cell proliferation and inhibited Schwann cell migration and differentiation. In vivo application of Mapt siRNA suppressed the migration of Schwann cells after sciatic nerve injury. Consistent with this, Mapt-knockout mice showed elevated proliferation and reduced migration of Schwann cells. Rats injected with Mapt siRNA and Mapt-knockout mice also exhibited impaired myelin and lipid debris clearance. The expression and distribution of the cytoskeleton proteins α-tubulin and F-actin were also disrupted in these animals. These findings demonstrate the existence and biological effects of tau in Schwann cells, and expand our understanding of the function of tau in the nervous system.


Asunto(s)
Traumatismos de los Nervios Periféricos/fisiopatología , Células de Schwann/metabolismo , Proteínas tau/metabolismo , Actinas/metabolismo , Animales , Diferenciación Celular/fisiología , Movimiento Celular/fisiología , Proliferación Celular/fisiología , Células Cultivadas/citología , Células Cultivadas/metabolismo , Técnicas de Silenciamiento del Gen , Masculino , Ratones , Vaina de Mielina/metabolismo , Interferencia de ARN , Ratas , Ratas Sprague-Dawley , Células de Schwann/citología , Nervio Ciático/citología , Tubulina (Proteína)/metabolismo , Proteínas tau/genética , Proteínas tau/aislamiento & purificación
6.
Avian Pathol ; 47(3): 245-252, 2018 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-29243936

RESUMEN

To better understand the prevalence of Gallibacterium anatis in different poultry species, a rapid and accurate method was developed to detect G. anatis using a TaqMan fluorescent quantitative polymerase chain reaction (qPCR). Specific primers and a TaqMan probe were designed based on the reference gtxA gene sequence. The qPCR standard curve showed a good linear relationship, and the method showed good reproducibility, sensitivity, and specificity, indicating its suitability for G. anatis identification and quantitative analysis. A comparison of the detection results in 160 clinical swab samples showed that the detection rate (54.4%) of the qPCR for G. anatis was better than that of two conventional methods: gyrB gene-based qPCR for G. anatis (51.9%) and culture-based identification (34.4%). G. anatis was detected in layer chicken (77.3%), Silkie chicken (72.7%), and duck (27.1%) with relatively high detection rates, whereas dove (8.8%) and quail (3.0%) showed lower detection rates, indicating the different prevalence of G. anatis in different fowl species.


Asunto(s)
Proteínas Bacterianas/genética , Pollos/microbiología , Patos/microbiología , Pasteurellaceae/aislamiento & purificación , Enfermedades de las Aves de Corral/microbiología , Reacción en Cadena en Tiempo Real de la Polimerasa/veterinaria , Animales , Proteínas Bacterianas/metabolismo , Cartilla de ADN/genética , Fluorescencia , Pasteurellaceae/genética , Aves de Corral , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
7.
Neurol Sci ; 36(3): 449-56, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25394740

RESUMEN

When evaluating peripheral nerve regeneration, electrophysiological test is recognized as an optimal assessment, which is a quantitative, objective, and direct evidence reflecting function as compared to morphological examinations. In murine models of nerve regeneration, however, it remains a challenge to record compound muscle action potentials (CMAPs) periodically and non-invasively, i.e., with no insult to the nerve. In the present study, we recorded CMAPs in the gastrocnemius muscle weekly until 8 weeks after sciatic nerve crush by stimulating the nerve in a surface manner, and the electric stimuli were delivered to the skin between ischial tuberosity and major trochanter using bipolar hook electrodes. The CMAPs were reproducibly recorded in this way from 3 weeks post-injury, and both amplitude and latency were well correlated to post-operative time. Furthermore, a strong positive correlation was observed between CMAP amplitude and sciatic function index (SFI), a well-recognized assessment for sciatic nerve function. CMAP recordings by direct nerve stimulation at 8 weeks post-injury showed no significant difference in amplitude compared to surface stimulation, but the peak latency was relatively longer than the latter. This study indicated that non-invasive surface stimulation-based periodical recording of CMAPs was a practical electrophysiological approach to monitor the progression of peripheral nerve regeneration in murine models.


Asunto(s)
Regeneración Nerviosa , Recuperación de la Función/fisiología , Nervio Ciático/fisiopatología , Animales , Axones/ultraestructura , Estimulación Eléctrica , Femenino , Actividad Motora , Músculo Esquelético/inervación , Vaina de Mielina/ultraestructura , Compresión Nerviosa , Ratas , Ratas Sprague-Dawley , Nervio Ciático/lesiones , Nervio Ciático/ultraestructura
8.
Bioact Mater ; 40: 378-395, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-38978801

RESUMEN

Extracellular vesicles from skin-derived precursor Schwann cells (SKP-SC-EVs) promote neurite outgrowth in culture and enhance peripheral nerve regeneration in rats. This study aimed at expanding the application of SKP-SC-EVs in nerve grafting by creating a chitosan/PLGA-based, SKP-SC-EVs-containing tissue engineered nerve graft (TENG) to bridge a 40-mm long sciatic nerve defect in dogs. SKP-SC-EVs contained in TENGs significantly accelerated the recovery of hind limb motor and electrophysiological functions, supported the outgrowth and myelination of regenerated axons, and alleviated the denervation-induced atrophy of target muscles in dogs. To clarify the underlying molecular mechanism, we observed that SKP-SC-EVs were rich in a variety of miRNAs linked to the axon growth of neurons, and miR-30b-5p was the most important among others. We further noted that miR-30b-5p contained within SKP-SC-EVs exerted nerve regeneration-promoting effects by targeting the Sin3a/HDAC complex and activating the phosphorylation of ERK, STAT3 or CREB. Our findings suggested that SKP-SC-EVs-incorporating TENGs represent a novel type of bioactive material with potential application for peripheral nerve repair in the clinic.

9.
Bioact Mater ; 33: 572-590, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38111651

RESUMEN

A central question in neural tissue engineering is how the tissue-engineered nerve (TEN) translates detailed transcriptional signals associated with peripheral nerve regeneration into meaningful biological processes. Here, we report a skin-derived precursor-induced Schwann cell (SKP-SC)-mediated chitosan/silk fibroin-fabricated tissue-engineered nerve graft (SKP-SCs-TEN) that can promote sciatic nerve regeneration and functional restoration nearly to the levels achieved by autologous nerve grafts according to behavioral, histological, and electrophysiological evidence. For achieving better effect of neuroregeneration, this is the first time to jointly apply a dynamic perfusion bioreactor and the ascorbic acid to stimulate the SKP-SCs secretion of extracellular matrix (ECM). To overcome the limitation of traditional tissue-engineered nerve grafts, jointly utilizing SKP-SCs and their ECM components were motivated by the thought of prolongating the effect of support cells and their bioactive cues that promote peripheral nerve regeneration. To further explore the regulatory model of gene expression and the related molecular mechanisms involved in tissue engineering-aided peripheral nerve regeneration, we performed a cDNA microarray analysis of gene expression profiling, a comprehensive bioinformatics analysis and a validation study on the grafted segments and dorsal root ganglia tissues. A wealth of transcriptomic and bioinformatics data has revealed complex molecular networks and orchestrated functional regulation that may be responsible for the effects of SKP-SCs-TEN on promoting peripheral nerve regeneration. Our work provides new insights into transcriptomic features and patterns of molecular regulation in nerve functional recovery aided by SKP-SCs-TEN that sheds light on the broader possibilities for novel repair strategies of peripheral nerve injury.

10.
Front Vet Sci ; 10: 1324763, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-38026628

RESUMEN

[This corrects the article DOI: 10.3389/fvets.2022.936620.].

11.
ACS Nano ; 17(18): 18308-18317, 2023 Sep 26.
Artículo en Inglés | MEDLINE | ID: mdl-37703206

RESUMEN

Climate change has recently caused more and more severe temperatures, inducing a growing demand for personal thermal management at outdoors. However, designing textiles that can achieve personal thermoregulation without energy consumption in severely hot and cold environments remains a huge challenge. Herein, a hierarchically nanofibrous (HNF) textile with improved thermal insulation and radiative thermal management functions is fabricated for efficient personal thermal management in severe temperatures. The textile consists of a radiative cooling layer, an intermediate thermal insulation layer, and a radiative heating layer, wherein the porous lignocellulose aerogel membrane (LCAM) as intermediate layer has low thermal conductivity (0.0366 W·m-1·K-1), ensuring less heat loss in cold weather and blocking external heat in hot weather. The introduction of polydimethylsiloxane (PDMS) increases the thermal emissivity (90.4%) of the radiative cooling layer in the atmospheric window and also endows it with a perfect self-cleaning performance. Solar absorptivity (80.1%) of the radiative heating layer is dramatically increased by adding only 0.05 wt% of carbon nanotubes (CNTs) into polyacrylonitrile. An outdoor test demonstrates that the HNF textile can achieve a temperature drop of 7.2 °C compared with white cotton in a hot environment and can be as high as 12.2 °C warmer than black cotton in a cold environment. In addition, the HNF textile possesses excellent moisture permeability, breathability, and directional perspiration performances, making it promising for personal thermal management in severely hot and cold environments.

12.
Mater Today Bio ; 21: 100718, 2023 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-37455820

RESUMEN

Neural tissue engineering techniques typically face a significant challenge, simulating complex natural vascular systems that hinder the clinical application of tissue-engineered nerve grafts (TENGs). Here, we report a subcutaneously pre-vascularized TENG consisting of a vascular endothelial growth factor-induced host vascular network, chitosan nerve conduit, and inserted silk fibroin fibers. Contrast agent perfusion, tissue clearing, microCT scan, and blood vessel 3D reconstruction were carried out continuously to prove whether the regenerated blood vessels were functional. Moreover, histological and electrophysiological evaluations were also applied to investigate the efficacy of repairing peripheral nerve defects with pre-vascularized TENG. Rapid vascular inosculation of TENG pre-vascularized blood vessels with the host vascular system was observed at 4 â€‹d bridging the 10 â€‹mm sciatic nerve defect in rats. Transplantation of pre-vascularized TENG in vivo suppressed proliferation of vascular endothelial cells (VECs) while promoting their migration within 14 â€‹d post bridging surgery. More importantly, the early vascularization of TENG drives axonal regrowth by facilitating bidirectional migration of Schwann cells (SCs) and the bands of Büngner formation. This pre-vascularized TENG increased remyelination, promoted recovery of electrophysiological function, and prevented atrophy of the target muscles when observed 12 weeks post neural transplantation. The neural tissue-engineered pre-vascularization technique provides a potential approach to discover an individualized TENG and explore the innovative neural regenerative process.

13.
Biotechnol Appl Biochem ; 59(5): 388-94, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-23586915

RESUMEN

We have developed a nerve conduit made up of chitosan, on which nerve growth factor (NGF) was immobilized via genipin cross-linking. The nerve conduit was used to bridge a 10-mm-long sciatic nerve gap in rats. At 24 weeks after surgery, electrophysiological assessment, behavioral analysis, and histological examination were conducted to evaluate the outcomes of peripheral nerve repair. The nerve conduit allowed nerve reconstruction between two stumps and reinnervation of the target gastrocnemius muscle. For two groups of rats repaired respectively by the nerve conduit and autologous nerve graft, the density of regenerated axons was 3.55 ± 0.51 and 3.91 ± 0.14 (P = 0.712), and the cross-sectional area of target muscles was 1,159.68 ± 305.85 and 1,307.06 ± 301.25 (P = 0.922), respectively, without significant differences between the two groups. Our data suggest the feasibility of using chitosan-based, NGF-loaded nerve conduits for peripheral nerve repair.


Asunto(s)
Quitosano/metabolismo , Factor de Crecimiento Nervioso/metabolismo , Factor de Crecimiento Nervioso/farmacología , Regeneración Nerviosa/efectos de los fármacos , Traumatismos de los Nervios Periféricos/fisiopatología , Nervio Ciático/lesiones , Nervio Ciático/fisiopatología , Animales , Conducta Animal/efectos de los fármacos , Fenómenos Electrofisiológicos/efectos de los fármacos , Femenino , Músculo Esquelético/inervación , Traumatismos de los Nervios Periféricos/patología , Ratas , Ratas Sprague-Dawley , Nervio Ciático/efectos de los fármacos , Nervio Ciático/patología
14.
Front Vet Sci ; 9: 936620, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36046506

RESUMEN

Transcription factors bind to specific DNA sequences, modulate the transcription of target genes, and regulate various biological processes, including peripheral nerve regeneration. Our previous analysis showed that SS18L1, a gene encoding the transcription factor SS18-like protein 1, was differentially expressed in the distal sciatic nerve stumps after rat sciatic nerve transection injury, but its effect on peripheral nerve injury has not been reported. In the current study, we isolated and cultured primary Schwann cells, and examined the role of SS18L1 for the biological functions of the cells. Depletion of SS18L1 by siRNA in Schwann cells enhanced cell proliferation and inhibited cell migration, as determined by EdU assay and transwell migration assay, respectively. In addition, silencing of SS18L1 inhibited Schwann cell differentiation induced by HRG and cAMP. Bioinformatics analyses revealed an interaction network of SS18L1, including DF2, SMARCD1, SMARCA4, and SMARCE1, which may be implicated in the regulatory functions of SS18L1 on the proliferation, migration and differentiation of Schwann cells. In conclusion, our results revealed a temporal expression profile of SS18L1 in peripheral nerve injury and its potential roles during the process of nerve recovery.

15.
Bioeng Transl Med ; 7(3): e10361, 2022 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-36176610

RESUMEN

One of the bottlenecks of advanced study on tissue engineering in regenerative medicine is rapid and functional vascularization. For a deeper comprehension of vascularization, the exhaustive, dynamic, and three-dimensional depiction of perfused vascular network reconstruction during peripheral nerve regeneration was performed using Micro-CT scanning. The 10 mm defect of sciatic nerve in rat was bridged by the autologous or tissue engineered nerve. The blood vessel anastomosis between nerve stumps and autologous nerve accomplished at 4 days to 1 week after surgery, which was a sufficient basis for the mature vascular network re-establishment. The stronger ability for sprouting angiogenesis and vascular remodeling of autologous nerve compared with tissue engineered nerve was revealed. However, common phases of vascularization in peripheral nerve regeneration were painted: hypoxic initiation, sprouting angiogenesis, and remodeling and maturation. The effect of less-concerned vascular remodeling on nerve regeneration was further analyzed after nerve crush injury. The blockage of vascular remodeling in late stage by VEGF injection significantly inhibited axons and myelin sheaths regeneration, which attenuated the impulse conduction toward reinnervated muscles. It was illustrated that a large amount of immature blood vessels rather than necessary vascular remodeling elevated local inflammation level in nerve regeneration microenvironment. The figures inspired us to understand the close connections between vascularization and peripheral nerve regeneration from a broader dimension to achieve better constructions, regulations and repair effects of tissue engineered nerves in clinic.

16.
Exp Neurol ; 352: 114020, 2022 06.
Artículo en Inglés | MEDLINE | ID: mdl-35196503

RESUMEN

Matrix metalloproteinases (MMPs) are important contributing factors of tissue remodeling and wound healing. MMP9, a predominant soluble MMP, has been discovered as one of the most up-regulated genes in peripheral nerves after nerve injury, implying the potential regulatory roles of MMP9 during peripheral nerve regeneration. Considering that Schwann cell is a main cell population in peripheral nerves and MMP9 is secreted by Schwann cells, here, we investigated the biological functions of MMP9 on Schwann cell phenotype modulation. MMP9 gene knockdown or MMP9 recombinant protein exposure significantly hinders or elevates the migration ability of cultured Schwann cells, respectively. Direct application of MMP9 recombinant protein to sciatic nerve injured rats promotes Schwann cell migration, blood vessel formation, axon elongation, and myelin wrapping. Genetic exploration of MMP9-induced changes indicates that MMP9 regulates the extracellular region as well as the intracellular metabolism of Schwann cells. Our present study illuminates the importance of elevated MMP9 after nerve injury from the functional aspect and enhances our comprehension of the mechanisms underlying peripheral nerve regeneration.


Asunto(s)
Metaloproteinasa 9 de la Matriz , Traumatismos de los Nervios Periféricos , Animales , Movimiento Celular/genética , Metaloproteinasa 9 de la Matriz/genética , Regeneración Nerviosa/fisiología , Traumatismos de los Nervios Periféricos/metabolismo , Ratas , Proteínas Recombinantes , Células de Schwann/metabolismo , Nervio Ciático/lesiones
17.
IEEE Trans Image Process ; 30: 487-500, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33201816

RESUMEN

The human visual system (HVS) is a hierarchical system, in which visual signals are processed hierarchically. In this paper, the HVS is modeled as a three-level communication system and visual perception is divided into three stages according to the hierarchical predictive coding theory. Then, a novel just noticeable distortion (JND) estimation scheme is proposed. In visual perception, the input signals are predicted constantly and spontaneously in each hierarchy, and neural response is evoked by the central residue and inhibited by surrounding residues. These two types' residues are regarded as the positive and negative visual incentives which cause positive and negative perception effects, respectively. In neuroscience, the effect of incentive on observer is measured by the surprise of this incentive. Thus, we propose a surprise-based measurement method to measure both perception effects. Specifically, considering the biased competition of visual attention, we define the product of the residue self-information (i.e., surprise) and the competition biases as the perceptual surprise to measure the positive perception effect. As for the negative perception effect, it is measured by the average surprise (i.e., the local Shannon entropy). The JND threshold of each stage is estimated individually by considering both perception effects. The total JND threshold is finally obtained by non-linear superposition of three stage thresholds. Furthermore, the proposed JND estimation scheme is incorporated into the codec of Versatile Video Coding for image compression. Experimental results show that the proposed JND model outperforms the relevant existing ones, and over 16% of bit rate can be reduced without jeopardizing the perceptual quality.


Asunto(s)
Compresión de Datos/métodos , Procesamiento de Imagen Asistido por Computador/métodos , Modelos Neurológicos , Umbral Sensorial/fisiología , Percepción Visual/fisiología , Algoritmos , Aprendizaje Profundo , Humanos
18.
Ann Transl Med ; 9(5): 381, 2021 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-33842602

RESUMEN

BACKGROUND: Achyranthes bidentata polypeptide k (ABPPk) is an active ingredient used in traditional Chinese medicine separated from Achyranthes bidentata polypeptides. So far, the role of ABPPk in peripheral nerve protection has not been comprehensively studied. METHODS: In this study, primary Schwann cells exposed to serum deprivation were treated with ABPPk or nerve growth factor (NGF) in vitro. Cell viability, cell apoptosis, apoptosis-related protein expression, and antioxidant enzyme activity were analyzed. To further explore the underlying molecular mechanisms and key regulatory molecules involved in the effects of ABPPk, integrative and dynamic bioinformatics analysis at different time points was carried out following RNA-seq of Schwann cells subjected to serum deprivation. RESULTS: We found that ABPPk could effectively reduce Schwann cell apoptosis caused by serum deprivation, which was comparable to NGF's anti-apoptotic effects. ABPPk had the largest number of upregulated and downregulated differential expression genes at the earliest 0.5 h time, while NGF had fewer differential expression genes at this early stage. The significant difference at this time point between the two groups was also displayed in heatmaps. The molecular regulation of diseases and functions and canonical pathways revealed that ABPPk had more participation and advantages in the vasculature and immune system areas, especially angiogenesis regulation. Also, ABPPk demonstrated an earlier start in these molecular regulations than NGF. Furthermore, the analysis of transcription factors also illustrated that ABPPk not only had more key initial regulatory factors participating in vascular-related processes, but these also remained for a longer period. There was no significant difference in neural-related molecular regulation between the two groups. CONCLUSIONS: Using high-throughput sequencing technology, our work unveiled the protective effects of ABPPk on Schwann cells after serum deprivation in a more comprehensive manner. These results further enrich the positive functions and molecular mechanisms of ABPPk and traditional Chinese medicine and benefit the discovery of novel therapeutic targets for peripheral nerve regeneration.

19.
Mater Today Bio ; 12: 100158, 2021 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-34841240

RESUMEN

Tissue-engineered nerve grafts (TENGs) are the most promising way for repairing long-distance peripheral nerve defects. Chitosan and poly (lactic-co-glycolic acid) (PLGA) scaffolds are considered as the promising materials in the pharmaceutical and biomedical fields especially in the field of tissue engineering. To further clarify the effects of a chitosan conduit inserted with various quantity of poly (lactic-co-glycolic acid) (PLGA) scaffolds, and their degrades on the peripheral nerve regeneration, the chitosan nerve conduit inserted with different amounts of PLGA scaffolds were used to repair rat sciatic nerve defects. The peripheral nerve regeneration at the different time points was dynamically and comprehensively evaluated. Moreover, the influence of different amounts of PLGA scaffolds on the regeneration microenvironment including inflammatory response and cell state were also revealed. The modest abundance of PLGA is more instrumental to the success of nerve regeneration, which is demonstrated in terms of the structure of the regenerated nerve, reinnervation of the target muscle, nerve impulse conduction, and overall function. The PLGA scaffolds aid the migration and maturation of Schwann cells. Furthermore, the PLGA and chitosan degradation products in a correct ratio neutralize, reducing the inflammatory response and enhancing the regeneration microenvironment. The balanced microenvironment regulated by the degradants of appropriate PLGA scaffolds and chitosan conduit promotes peripheral nerve regeneration. The findings represent a further step towards programming TENGs construction, applying polyester materials in regenerative medicine, and understanding the neural regeneration microenvironment.

20.
Neural Regen Res ; 15(11): 2116-2122, 2020 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-32394970

RESUMEN

Previous research revealed the positive activity of matrix metalloproteinase 7 (MMP7) on migration and myelin regeneration of Schwann cells (SCs). However, understanding of the molecular changes and biological activities induced by increased amounts of MMP7 in SCs remains limited. To better understand the underlying molecular events, primary SCs were isolated from the sciatic nerve stump of newborn rats and cultured with 10 nM human MMP7 for 24 hours. The results of genetic testing were analyzed at a relatively relaxed threshold value (fold change ≥ 1.5 and P-value < 0.05). Upon MMP7 exposure, 149 genes were found to be upregulated in SCs, whereas 133 genes were downregulated. Gene Ontology analysis suggested that many differentially expressed molecules were related to cellular processes, single-organism processes, and metabolic processes. Kyoto Enrichment of Genes and Genomes pathway analysis further indicated the critical involvement of cell signaling and metabolism in MMP7-induced molecular regulation of SCs. Results of Ingenuity Pathway Analysis (IPA) also revealed that MMP7 regulates biological processes, molecular functions, cellular components, diseases and functions, biosynthesis, material metabolism, cell movement, and axon guidance. The outcomes of further analysis will deepen our comprehension of MMP7-induced biological changes in SCs. This study was approved by the Laboratory Animal Ethics Committee of Nantong University, China (approval No. 20190225-004) on February 27, 2019.

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