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1.
J Chem Inf Model ; 62(17): 4283-4291, 2022 09 12.
Artigo em Inglês | MEDLINE | ID: mdl-36017565

RESUMO

Protein fold recognition refers to predicting the most likely fold type of the query protein and is a critical step of protein structure and function prediction. With the popularity of deep learning in bioinformatics, protein fold recognition has obtained impressive progress. In this study, to extract the fold-specific feature to improve protein fold recognition, we proposed a unified deep metric learning framework based on a joint loss function, termed NPCFold. In addition, we also proposed an integrated machine learning model based on the similarity of proteins in various properties, termed NPCFoldpro. Benchmark experiments show both NPCFold and NPCFoldpro outperform existing protein fold recognition methods at the fold level, indicating that our proposed strategies of fusing loss functions and fusing features could improve the fold recognition level.


Assuntos
Biologia Computacional , Proteínas , Biologia Computacional/métodos , Aprendizado de Máquina , Proteínas/química
2.
Neuromodulation ; 22(4): 441-450, 2019 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-31012530

RESUMO

OBJECTIVES: Deep brain stimulation (DBS) and stereo-electroencephalography (SEEG) electrode implantation are the most important and frequent manipulations in nonhuman primates (NHP) neuromodulation research. However, traditional methods tend to be arduous and inaccurate. MATERIALS AND METHODS: Twelve adult male rhesus monkeys were selected for the study, with six subthalamic nucleus (STN) DBS, six anterior nucleus of the thalamus (ANT) DBS and six hippocampus-SEEG (Hippo-SEEG) electrodes implantation. Mean Euclidean errors of entrance and the target were calculated by postoperative image fusion, and the correlation between entrance and target error, as well as the differences among the various manipulations, were analyzed. The accuracy of target was further confirmed by gross anatomy examination. Moreover, the time consumption was recorded. RESULTS: The mean (±SD) Euclidean errors of the target point and entry point of the three manipulations were STN-DBS: 1.05 ± 0.54 mm and 0.52 ± 0.17 mm; ANT-DBS: 1.12 ± 0.74 mm and 0.58 ± 0.24 mm; and Hippo-SEEG: 2.68 ± 1.03 mm and 1.47 ± 0.63 mm. Significant differences were observed in both target and entry point errors between the DBS and Hippo-SEEG groups, with superior accuracy in the DBS group. The entrance errors had a significantly positive correlation with the target errors in the STN-DBS and Hippo-SEEG groups. Moreover, the time consumption in robotic surgery was much shorter than that in the traditional method, without any severe complications. CONCLUSION: The application of robot-assisted lead implantation in NHP neuromodulation research is feasible, accurate, safe, and efficient, and can prospectively be beneficial to neurological studies.


Assuntos
Estimulação Encefálica Profunda/métodos , Eletrodos Implantados , Eletroencefalografia/métodos , Procedimentos Cirúrgicos Robóticos/métodos , Animais , Estimulação Encefálica Profunda/instrumentação , Estimulação Encefálica Profunda/normas , Eletrodos Implantados/normas , Eletroencefalografia/instrumentação , Eletroencefalografia/normas , Estudos de Viabilidade , Macaca mulatta , Masculino , Estudos Prospectivos , Procedimentos Cirúrgicos Robóticos/instrumentação , Procedimentos Cirúrgicos Robóticos/normas
3.
Neuromodulation ; 21(2): 168-175, 2018 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-29219219

RESUMO

BACKGROUND: Patients with implanted deep brain stimulation (DBS) hardware are prohibited from undergoing magnetic resonance imaging (MRI) scans at magnitudes greater than 1.5 T to avoid potential MRI-related heating injury. Whether DBS devices are compatible with higher field MRI scanning is unknown. This study aimed to investigate whether 7.0 T and 3.0 T MRI scans can be safely performed on rhesus monkeys with implanted DBS devices. METHODS: Eight male rhesus monkeys were included in this study and stereotactically implanted with DBS devices in the left anterior thalamus. Two weeks after DBS device implantation, 7.0 T and 3.0 T MRI scans were performed. The monkeys were observed for 72 hours. After explantation of the DBS system, 7.0 T MRI was repeated to determine potential lesions. Hematoxylin and eosin staining and transmission electron microscopy were conducted to assess pathological alterations. RESULTS: In both groups, the monkeys exhibited no behavioral changes related to neurological deficits. Post-explantation MRI showed no malacia foci surrounding the DBS tracks. Additionally, neither hematoxylin and eosin staining nor transmission electron microscopy showed clear injury near the DBS leads. CONCLUSION: These results indicate that no obvious heating injury was induced in the tissue surrounding the DBS leads by the 7.0 T and 3.0 T MRI scans. Although the results of this study may not be generalizable, these data suggest that patients with implanted DBS devices can undergo even 7.0 T MRI without risk of brain injury.


Assuntos
Encéfalo/diagnóstico por imagem , Computadores , Estimulação Encefálica Profunda/instrumentação , Estimulação Encefálica Profunda/métodos , Imageamento por Ressonância Magnética/métodos , Análise de Variância , Animais , Lesões Encefálicas/diagnóstico por imagem , Lesões Encefálicas/etiologia , Eletrodos Implantados , Lateralidade Funcional , Processamento de Imagem Assistida por Computador , Macaca mulatta , Masculino , Microscopia Eletrônica de Transmissão , Tálamo/fisiologia , Tálamo/ultraestrutura
4.
Neurol Sci ; 38(3): 485-488, 2017 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-27878650

RESUMO

Nowadays, the patients with deep brain stimulation (DBS) devices are restricted to undertake 1.5T magnetic resonance imaging (MRI) according to the guideline. Nevertheless, we conducted an experiment to test pathological change near the leads in different field-strength MRI. Twenty-four male New Zealand rabbits were assigned to Group 1 (G1, n = 6, 7.0T, DBS), Group 2 (G2, n = 6, 3.0T, DBS), Group 3 (G3, n = 6, 1.5T, DBS), and Group 4 (G4, n = 6, 1.5T, paracentesis). DBS leads were implanted in G1, G2 and G3, targeting left nucleus ventralis posterior thalami. Paracentesis was performed in G4. 24 h after MRI scan, all animals were killed for examining pathological alternation (at different distance from lead) via transmission electron microscopy. Our results suggest that the severity of tissue injury correlates with the distance to electrode instead of field strength of MRI. Up to now, the reason for the restriction of MRI indicated no significantly different pathological change.


Assuntos
Encéfalo/patologia , Estimulação Encefálica Profunda , Imageamento por Ressonância Magnética/efeitos adversos , Imageamento por Ressonância Magnética/métodos , Animais , Eletrodos Implantados/efeitos adversos , Calefação , Masculino , Modelos Animais , Coelhos
5.
Neural Regen Res ; 18(4): 901-907, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-36204861

RESUMO

There are many documented sex differences in the clinical course, symptom expression profile, and treatment response of Parkinson's disease, creating additional challenges for patient management. Although subthalamic nucleus deep brain stimulation is an established therapy for Parkinson's disease, the effects of sex on treatment outcome are still unclear. The aim of this retrospective observational study, was to examine sex differences in motor symptoms, non-motor symptoms, and quality of life after subthalamic nucleus deep brain stimulation. Outcome measures were evaluated at 1 and 12 months post-operation in 90 patients with Parkinson's disease undergoing subthalamic nucleus deep brain stimulation aged 63.00 ± 8.01 years (55 men and 35 women). Outcomes of clinical evaluations were compared between sexes via a Student's t-test and within sex via a paired-sample t-test, and generalized linear models were established to identify factors associated with treatment efficacy and intensity for each sex. We found that subthalamic nucleus deep brain stimulation could improve motor symptoms in men but not women in the on-medication condition at 1 and 12 months post-operation. Restless legs syndrome was alleviated to a greater extent in men than in women. Women demonstrated poorer quality of life at baseline and achieved less improvement of quality of life than men after subthalamic nucleus deep brain stimulation. Furthermore, Hoehn-Yahr stage was positively correlated with the treatment response in men, while levodopa equivalent dose at 12 months post-operation was negatively correlated with motor improvement in women. In conclusion, women received less benefit from subthalamic nucleus deep brain stimulation than men in terms of motor symptoms, non-motor symptoms, and quality of life. We found sex-specific factors, i.e., Hoehn-Yahr stage and levodopa equivalent dose, that were related to motor improvements. These findings may help to guide subthalamic nucleus deep brain stimulation patient selection, prognosis, and stimulation programming for optimal therapeutic efficacy in Parkinson's disease.

6.
Poult Sci ; 101(11): 102113, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-36087443

RESUMO

This study's objective was to investigate the effects of dietary Se (in the form of selenomethionine) on the antioxidant activity and selenoprotein gene expressions in layer breeder roosters. One hundred and eighty, 36-wk-old Jingfen layer breeder roosters were randomly allocated to one of 5 dietary treatments (0, 0.25, 0.5, 1, or 2 mg/kg Se) for 6 wk on a corn-soybean meal-based diet. Antioxidant parameters and selenoprotein gene expressions were assessed at the end of the experiment. The results showed that Se supplementation significantly increased the activity of T-SOD, CAT, GSH-Px, and superoxide anion scavenging ability in plasma (P ≤ 0.05), and activities of T-SOD, CAT, GSH-Px, superoxide anion scavenging ability, and hydroxyl radical scavenging ability in the liver, kidney, and testis (P < 0.05). Moreover, MDA levels were significantly reduced in plasma, liver, kidney, and testis (P < 0.01), compared to the control group. Furthermore, the dietary administration of Se significantly increased TrxR2 and GPx4 mRNA levels in kidney and testis, and ID1 mRNA levels in liver and kidney. Most of the antioxidant parameters and selenoprotein-related gene expressions significantly increased, and MDA significantly decreased at dietary supplementation with 0.5 mg/kg Se. Whereas a higher dose of Se level (1 or 2 mg/kg) inhibited the activities of some of the antioxidant enzymes and selenoprotein-related gene expressions in selected tissues. In conclusion, dietary Se supplementation with 0.5 mg/kg significantly improved roosters' antioxidant status and selenoprotein-related gene expression in liver, kidney, and testis, while higher doses led to inhibit these; dietary Se might increase reproductive performance by enhancing their antioxidant status in roosters.


Assuntos
Selênio , Selenometionina , Animais , Masculino , Selenometionina/metabolismo , Antioxidantes/metabolismo , Galinhas/metabolismo , Ração Animal/análise , Suplementos Nutricionais , Superóxidos/metabolismo , Selenoproteínas/genética , Selenoproteínas/metabolismo , Dieta/veterinária , RNA Mensageiro/metabolismo , Expressão Gênica , Superóxido Dismutase/metabolismo , Selênio/metabolismo
7.
Front Neurosci ; 16: 795417, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35310098

RESUMO

Background: This study aimed to describe a synchronized intracranial electroencephalogram (EEG) recording and motion capture system, which was designed to explore the neural dynamics during walking of Parkinson's disease (PD) patients with freezing of gait (FOG). Preliminary analysis was performed to test the reliability of this system. Methods: A total of 8 patients were enrolled in the study. All patients underwent bilateral STN-DBS surgery and were implanted with a right subdural electrode covering premotor and motor area. Synchronized electrophysiological and gait data were collected using the Nihon Kohden EEG amplifier and Codamotion system when subjects performed the Timed Up and Go (TUG) test. To verify the reliability of the acquisition system and data quality, we calculated and compared the FOG index between freezing and non-freezing periods during walking. For electrophysiological data, we first manually reviewed the scaled (five levels) quality during waking. Spectra comprising broadband electrocorticography (ECoG) and local field potential (LFP) were also compared between the FOG and non-FOG states. Lastly, connectivity analysis using coherence between cortical and STN electrodes were conducted. In addition, we also use machine learning approaches to classified FOG and non-FOG. Results: A total of 8 patients completed 41 walking tests, 30 of which had frozen episodes, and 21 of the 30 raw data were level 1 or 2 in quality (70%). The mean ± SD walking time for the TUG test was 85.94 ± 47.68 s (range: 38 to 190.14 s); the mean ± SD freezing duration was 12.25 ± 7.35 s (range: 1.71 to 27.50 s). The FOG index significantly increased during the manually labeled FOG period (P < 0.05). The beta power of STN LFP in the FOG period was significantly higher than that in the non-FOG period (P < 0.05), while the band power of ECoG did not exhibit a significant difference between walking states. The coherence between the ECoG and STN LFP was significantly greater in high beta and gamma bands during the FOG period compared with the shuffled surrogates (P < 0.05). Lastly, STN-LFP band power features showed above-chance performance (p < 0.01, permutation test) in identifying FOG epochs. Conclusion: In this study, we established and verified the synchronized ECoG/LFP and gait recording system in PD patients with FOG. Further neural substrates underlying FOG could be explored using the current system.

8.
J Surg Oncol ; 103(3): 243-7, 2011 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-21337552

RESUMO

BACKGROUND AND OBJECTIVES: Matrix metalloproteinases (MMPs) are one of the major classes of proteolytic enzymes involved in tumor invasion and metastasis, being inhibited by naturally occurring tissue inhibitors of metalloproteinases (TIMPs). We examined mRNA expression for MMP-2, MMP-7, MMP-9, MT1-MMP, TIMP-1, and TIMP-2 in human gastric adenocarcinoma tissues, and the correlation between their expression and clinicopathological variables. METHODS: Gastric tissue samples from 72 patients with gastric adenocarcinoma were available for this study. To determine mRNA expression for MMP-2, MMP-7, MMP-9, MT1-MMP, TIMP-1, and TIMP-2, semiquantitative reverse transcriptase-polymerase chain reaction (RT-PCR) was carried out on tumor and normal tissues, respectively. RESULTS: Mean MMP-2, MMP-7, MMP-9, MT1-MMP, TIMP-1, and TIMP-2 mRNA expression in the gastric adenocarcinomas was significantly higher than in the normal tissue. In terms of the invasion of the tumor, lymph node metastasis, and tumor stage of gastric adenocarcinoma, the differences in MMP-2, MMP-7, MMP-9, and MT1-MMP mRNA expression levels were significant. MMP-2, MMP-7, MMP-9, MT1-MMP, TIMP-1, and TIMP-2 mRNA expression did not differ significantly in relation to histological type of gastric adenocarcinoma. CONCLUSION: The correlation between the increased expression of MMP-2, MMP-7, MMP-9, and MTI-MMP and clinicopathological parameters reflects a role in predicting the aggressive behavior of gastric cancer.


Assuntos
Adenocarcinoma/genética , Regulação Neoplásica da Expressão Gênica , Metaloproteinases da Matriz/genética , Neoplasias Gástricas/genética , Inibidores Teciduais de Metaloproteinases/genética , Adenocarcinoma/patologia , Feminino , Expressão Gênica , Humanos , Masculino , Invasividade Neoplásica , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Neoplasias Gástricas/patologia
9.
Chin Med J (Engl) ; 134(3): 326-333, 2021 Jan 05.
Artigo em Inglês | MEDLINE | ID: mdl-33410631

RESUMO

BACKGROUND: Anterior thalamic nuclei (ATN) deep brain stimulation (DBS) is an effective method of controlling epilepsy, especially temporal lobe epilepsy. Mossy fiber sprouting (MFS) plays an indispensable role in the pathogenesis and progression of epilepsy, but the effect of ATN-DBS on MFS in the chronic stage of epilepsy and the potential underlying mechanisms are unknown. This study aimed to investigate the effect of ATN-DBS on MFS, as well as potential signaling pathways by a kainic acid (KA)-induced epileptic model. METHODS: Twenty-four rhesus monkeys were randomly assigned to control, epilepsy (EP), EP-sham-DBS, and EP-DBS groups. KA was injected to establish the chronic epileptic model. The left ATN was implanted with a DBS lead and stimulated for 8 weeks. Enzyme-linked immunosorbent assay, Western blotting, and immunofluorescence staining were used to evaluate MFS and levels of potential molecular mediators in the hippocampus. One-way analysis of variance, followed by the Tukey post hoc correction, was used to analyze the statistical significance of differences among multiple groups. RESULTS: ATN-DBS is found to significantly reduce seizure frequency in the chronic stage of epilepsy. The number of ectopic granule cells was reduced in monkeys that received ATN stimulation (P < 0.0001). Levels of 3',5'-cyclic adenosine monophosphate (cAMP) and protein kinase A (PKA) in the hippocampus, together with Akt phosphorylation, were noticeably reduced in monkeys that received ATN stimulation (P = 0.0030 and P = 0.0001, respectively). ATN-DBS also significantly reduced MFS scores in the hippocampal dentate gyrus and CA3 sub-regions (all P < 0.0001). CONCLUSION: ATN-DBS is shown to down-regulate the cAMP/PKA signaling pathway and Akt phosphorylation and to reduce the number of ectopic granule cells, which may be associated with the reduced MFS in chronic epilepsy. The study provides further insights into the mechanism by which ATN-DBS reduces epileptic seizures.


Assuntos
Núcleos Anteriores do Tálamo , Estimulação Encefálica Profunda , Epilepsia do Lobo Temporal , Epilepsia , Monofosfato de Adenosina , Proteínas Quinases Dependentes de AMP Cíclico , Epilepsia/terapia , Epilepsia do Lobo Temporal/terapia , Hipocampo , Humanos , Fibras Musgosas Hipocampais , Transdução de Sinais
10.
Front Neurol ; 12: 682733, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34421791

RESUMO

Background: Biopsies play an important role in the diagnosis of intracranial lesions, and robot-assisted procedures are increasingly common in neurosurgery centers. This research investigates the diagnoses, complications, and technology yield of 700 robotic frameless intracranial stereotactic biopsies conducted with the Remebot system. Method: This research considered 700 robotic biopsies performed between 2016 and 2020 by surgeons from the Department of Functional Neurosurgery in Beijing's Tiantan Hospital. The data collected included histological diagnoses, postoperative complications, operation times, and the accuracy of robotic manipulation. Results: Among the 700 surgeries, the positive rate of the biopsies was 98.2%. The most common histological diagnoses were gliomas, which accounted for 62.7% of cases (439/700), followed by lymphoma and germinoma, which accounted for 18.7% (131/700) and 7.6% (53/700). Bleeding was found in 14 patients (2%) by post-operation computed tomography scans. A total of 29 (4.14%) patients had clinical impairments after the operation, and 9 (1.29%) experienced epilepsy during the operation. The post-biopsy mortality rate was 0.43%. Operation time-from marking the cranial point to suturing the skin-was 16.78 ± 3.31 min (range 12-26 min). The target error was 1.13 ± 0.30 mm, and the entry point error was 0.99 ± 0.24 mm. Conclusion: A robot-assisted frameless intracranial stereotactic biopsy guided by a videometric tracker is an efficient, safe, and accurate method for biopsies.

11.
J Surg Oncol ; 102(1): 64-7, 2010 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-20578080

RESUMO

BACKGROUND AND OBJECTIVES: Reports of clinicopathological features and prognosis in patients with mucinous gastric carcinoma (MGC) are conflicting. The aim was to describe the clinicopathological features and prognosis of patients with MGC in comparison with nonmucinous gastric carcinoma (NMGC). METHODS: We reviewed the records of 1,278 consecutive patients diagnosed with gastric carcinoma who were resected surgically from 1993 to 2003. Among them, 48 patients (3.8%) with MGC were compared to 1,230 patients with NMGC. RESULTS: There were significant differences in tumor location, stage of disease, lymphatic invasion, and vascular invasion between the patients with MGC and NMGC. The overall 5-year survival of patients with MGC was 27.2% as compared with 42.8% for patients with NMGC (P = 0.031). For the patients with the same stage, there was no significant difference between MGC and NMGC. With respect to patients with MGC, multivariate analysis showed that lymph node metastasis and curative resection were significant factors affecting survival. CONCLUSIONS: MGC is rare and detected mostly in an advanced stage. Mucinous histology type itself is not an independent prognostic factor.


Assuntos
Adenocarcinoma Mucinoso/patologia , Adenocarcinoma/patologia , Recidiva Local de Neoplasia/patologia , Neoplasias Gástricas/patologia , Adenocarcinoma/mortalidade , Adenocarcinoma Mucinoso/mortalidade , Feminino , Humanos , Metástase Linfática , Masculino , Pessoa de Meia-Idade , Invasividade Neoplásica , Recidiva Local de Neoplasia/mortalidade , Estadiamento de Neoplasias , Prognóstico , Estudos Retrospectivos , Neoplasias Gástricas/mortalidade , Taxa de Sobrevida
12.
Chin J Cancer ; 29(3): 321-4, 2010 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-20193118

RESUMO

BACKGROUND AND OBJECTIVE: Accumulating data indicate that docetaxel plus cisplatin and 5-fluorouracil has certain effect on advanced gastric or gastro-oesophageal junction adenocarcinoma. This study was to evaluate the efficacy and toxicity of docetaxel plus nedaplatin and 5-fluorouracil (DNF regimen) in treating advanced esophageal carcinoma. METHODS: Forty-three patients with pathologically confirmed advanced esophageal carcinoma treated by DNF regimen: intravenous infusion of docetaxel (75 mg/m(2)) over 1 h, intravenous infusion of nedaplatin (100 mg/m(2)) over 3 h, intravenous infusion of leucovorin (CF, 200 mg/m(2)) over 2 h, intravenous injection of 5-fluorouracil (375 mg/m(2)) over 10 min, followed by a 46-hour infusion of 5-fluorouracil (2.6 g/m(2)). The cycle was repeated every three weeks. Treatment efficacy was evaluated every two weeks according to the WHO standards. All patients received at least two cycles of chemotherapy. RESULTS: Patients received a total of 144 cycles of treatment, and all were evaluable for efficacy and toxicity. Of the 43 patients, 2 (4.65%) achieved complete response (CR), 25 (58.14%) achieved partial response (PR), 9 (20.93%) had stable disease (SD), and 7 (16.28%) had progressive disease (PD). The overall response rate was 62.8%. The median time-to-progression (TTP) was 201 days and the median survival time (MST) was 310 days. Grade III/IV adverse events mainly included neutropenia (20.93%), febrile neutropenia (4.65%), thrombocytopenia (6.98%) and vomiting (9.30%). One patient died of grade IV thrombocytopenia. CONCLUSION: DNF regimen is effective for and well tolerated by patients with advanced esophageal carcinoma.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Carcinoma de Células Escamosas/tratamento farmacológico , Neoplasias Esofágicas/tratamento farmacológico , Adenocarcinoma/tratamento farmacológico , Adenocarcinoma/patologia , Adenocarcinoma/secundário , Adulto , Idoso , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Carcinoma de Células Escamosas/patologia , Carcinoma de Células Escamosas/secundário , Docetaxel , Neoplasias Esofágicas/patologia , Feminino , Fluoruracila/administração & dosagem , Fluoruracila/efeitos adversos , Humanos , Neoplasias Hepáticas/tratamento farmacológico , Neoplasias Hepáticas/secundário , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/secundário , Metástase Linfática , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Neutropenia/induzido quimicamente , Compostos Organoplatínicos/administração & dosagem , Compostos Organoplatínicos/efeitos adversos , Indução de Remissão , Taxa de Sobrevida , Taxoides/administração & dosagem , Taxoides/efeitos adversos , Trombocitopenia/induzido quimicamente
13.
Acta Neurol Belg ; 120(6): 1361-1370, 2020 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-31758405

RESUMO

Deep brain stimulation of the anterior nucleus of the thalamus (ANT-DBS) has been shown to be effective and safe in the long-term treatment of refractory epilepsy. However, the mechanisms by which ANT-DBS controls epilepsy at the gene expression level (e.g., which regulatory mechanisms are altered) is not well understood. Nine rats were randomly assigned to the control group, the kainic acid (KA) group, and the DBS group. Temporal lobe epilepsy in rats was induced by a stereotaxic KA injection (KA group). The DBS group received the KA injection followed by treatment with ANT-DBS. Video-electroencephalogram (EEG) was used to monitor seizures. Total RNA samples were isolated from the hippocampus of three groups. Microarray was used to detect differentially regulated mRNAs. GO and pathway analysis were performed to analyze the functional categories and affected pathways. qPCR was used to prove the reliability of the microarray results. The differentially expressed genes the KA group and the DBS group, relative to the control group, were screened and a total of 2910 genes were identified. These genes were involved in functional categories such as ion channel activity (P = 5.01 × 10-8), gated channel activity (P = 1.42 × 10-7), lipid binding (P = 4.97 × 10-5), and hydrolase activity (P = 5.02 × 10-5) and pathways such as calcium signaling pathway (P = 2.09 × 10-8), glutamatergic synapse (P = 4.09 × 10-8) and NOD-like receptor signaling pathway (P = 2.70 × 10-6). Differentially expressed mRNAs might play a role in the pathogenesis of temporal lobe epilepsy. Calcium signaling pathways, synaptic glutamate, and NOD-like receptor signaling pathway play a central role in normal-epilepsy-ANT-DBS treatment series. ANT-DBS achieves its antiepileptic effects by modulating target genes involved in a variety of functions and pathways.


Assuntos
Núcleos Anteriores do Tálamo/metabolismo , Estimulação Encefálica Profunda , Epilepsia do Lobo Temporal/metabolismo , Expressão Gênica , Animais , Núcleos Anteriores do Tálamo/fisiopatologia , Modelos Animais de Doenças , Epilepsia do Lobo Temporal/fisiopatologia , Masculino , Ratos , Ratos Sprague-Dawley
14.
Clin Neurophysiol ; 131(7): 1453-1461, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32387964

RESUMO

OBJECTIVE: We focused on a rare gene mutation causing dystonia in two siblings who received globus pallidus internus deep brain stimulation (GPi-DBS). The aim was to characterize the relationship between neuronal activity patterns and clinical syndromes. METHODS: Whole exome sequencing was applied to identify the TWNK (previous symbol C10orf2) mutation; Two siblings with TWNK mutation presented as generalized dystonia with rigidity and bradykinesia; four other sporadic generalized dystonia patients underwent GPi-DBS and local field potentials (LFPs) were recorded. Oscillatory activities were illustrated with power spectra and temporal dynamics measured by the Lempel-Ziv complexity (LZC). RESULTS: Normalized power spectra of GPi LFPs differed between patients with TWNK mutation and dystonia over the low beta bands. Patients with TWNK mutation had higher low beta power (15-27 Hz, unpaired t-test, corrected P < 0.0022) and lower LZC (15-27 Hz, unpaired t-test, P < 0.01) than other patients with generalized dystonia. On the other hand, the TWNK mutation patients showed decreased low frequency and beta oscillation in the GPi after DBS, as well as improved movement performance. CONCLUSION: The LFPs were different in TWNK mutation dystonia siblings than other patients with generalized dystonia, which indicate the abnormal LFPs were related to symptoms rather than specific disease. In addition, the inhibited effect on oscillations also provided a potential evidence for DBS treatment on rare movement disorders. SIGNIFICANCE: This study could potentially aid in the future development of adaptive DBS via rare disease LFPs comparison.


Assuntos
Ritmo beta , DNA Helicases/genética , Distúrbios Distônicos/fisiopatologia , Globo Pálido/fisiopatologia , Proteínas Mitocondriais/genética , Adulto , Estimulação Encefálica Profunda , Distúrbios Distônicos/genética , Distúrbios Distônicos/patologia , Distúrbios Distônicos/terapia , Feminino , Globo Pálido/diagnóstico por imagem , Humanos , Masculino , Pessoa de Meia-Idade , Movimento , Mutação , Sequenciamento do Exoma
15.
J Neural Eng ; 16(5): 056011, 2019 08 12.
Artigo em Inglês | MEDLINE | ID: mdl-31296795

RESUMO

OBJECTIVE: Our previous study demonstrated that the transcription factor, Krüppel-like Factor 7 (KLF7), stimulates axon regeneration following peripheral nerve injury. In the present study, we used a gene therapy approach to overexpress KLF7 in bone marrow-derived stem/stromal cells (BMSCs) as support cells, combined with acellular nerve allografts (ANAs) and determined the potential therapeutic efficacy of a KLF7-transfected BMSC nerve graft transplantation in a rodent model for sciatic nerve injury and repair. APPROACH: We efficiently transfected BMSCs with adeno-associated virus (AAV)-KLF7, which were then seeded in ANAs for bridging sciatic nerve defects. MAIN RESULTS: KLF7 overexpression promotes proliferation, survival, and Schwann-like cell differentiation of BMSCs in vitro. In vivo, KLF7 overexpression promotes transplanted BMSCs survival and myelinated fiber regeneration in regenerating ANAs; however, KLF7 did not improve Schwann-like cell differentiation of BMSCs within in the nerve grafts. KLF7-BMSCs significantly upregulated expression and secretion of neurotrophic factors by BMSCs, including nerve growth factor, ciliary neurotrophic factor, brain-derived neurotrophic factor, and glial cell line-derived neurotrophic factor in regenerating ANA. KLF7-BMSCs also improved motor axon regeneration, and subsequent neuromuscular innervation and prevention of muscle atrophy. These benefits were associated with increased motor functional recovery of regenerating ANAs. SIGNIFICANCE: Our findings suggest that KLF7-BMSCs promoted peripheral nerve axon regeneration and myelination, and ultimately, motor functional recovery. The mechanism of KLF7 action may be related to its ability to enhance transplanted BMSCs survival and secrete neurotrophic factors rather than Schwann-like cell differentiation. This study provides novel foundational data connecting the benefits of KLF7 in neural injury and repair to BMSC biology and function, and demonstrates a potential combination approach for the treatment of injured peripheral nerve via nerve graft transplant.


Assuntos
Transplante de Medula Óssea/métodos , Fatores de Transcrição Kruppel-Like/biossíntese , Transplante de Células-Tronco Mesenquimais/métodos , Regeneração Nervosa/fisiologia , Nervo Isquiático/metabolismo , Neuropatia Ciática/metabolismo , Animais , Diferenciação Celular/fisiologia , Células Cultivadas , Feminino , Expressão Gênica , Fatores de Transcrição Kruppel-Like/genética , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Endogâmicos ICR , Nervo Isquiático/patologia , Neuropatia Ciática/patologia , Neuropatia Ciática/terapia
16.
Brain Behav ; 9(12): e01450, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31647199

RESUMO

INTRODUCTION: Previous studies found subthalamic nucleus deep brain stimulation (STN-DBS) has clinical effect on Parkinson's disease, dystonia, and obsessive compulsive disorder. It is noteworthy that only a few studies report the STN-DBS for Tourette's syndrome (TS). Globus pallidus interna (GPi)-DBS is the one of the most common targets for TS. So, this paper aims to investigate the neural oscillations in STN and GPi as well as the DBS effect between these two targets in same patients. METHODS: The local field potentials (LFPs) were simultaneously recorded from the bilateral GPi and STN in four patients with TS. The LFPs were decomposed into neural oscillations, and the frequency and time-frequency characteristics of the neural oscillations were analyzed across the conditions of resting, poststimulation, and movement. RESULTS: No difference of resting LFP was found between the two targets. The poststimulation period spectral power revealed the high beta and gamma oscillations were recovered after GPi-DBS but remained attenuated after STN-DBS. The STN beta oscillation has fewer changes during tics than voluntary movement, and the gamma oscillation was elevated when the tics appeared. CONCLUSION: The high beta and gamma oscillations in GPi restored after GPi-DBS, but not STN-DBS. High beta and gamma oscillations may have physiological function in resisting tics in TS. The cortex compensation effect might be interfered by the STN-DBS due to the influence on the hyper-direct pathway but not GPi-DBS.


Assuntos
Ondas Encefálicas/fisiologia , Estimulação Encefálica Profunda , Globo Pálido/fisiopatologia , Núcleo Subtalâmico/fisiopatologia , Síndrome de Tourette/terapia , Adulto , Humanos , Masculino , Movimento/fisiologia , Descanso , Síndrome de Tourette/fisiopatologia , Adulto Jovem
17.
Brain Res ; 1657: 304-311, 2017 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-28027874

RESUMO

BACKGROUND: Deep brain stimulation of the anterior nucleus of the thalamus (ANT-DBS) is effective in seizure control. However, the mechanisms remain unclear. METHODS: Sixty-four rats were randomly assigned to the control group, the kainic acid (KA) group, the sham-DBS group and the DBS group. Video-electroencephalogram (EEG) was used to monitor seizures. Quantitative real time PCR (qPCR) was applied for detecting interleukin-1 beta (IL-1ß), IL-1 receptor (IL-1R), IL-6, IL-6 receptor (IL-6R), gp130, tumor necrosis factor-alpha (TNF-α), TNF-receptor 1 (TNF-R1) and TNF-receptor 2 (TNF-R2) expression 12h after the establishment of an epileptic model. The neuronal structural degeneration in the hippocampus was evaluated with transmission electron microscopy (TEM) at this same time point. RESULTS: The seizure frequency was 48.6% lower in the DBS group compared with the sham-DBS group (P<0.01). The expression of IL-1ß, IL-1R, IL-6, IL-6R, gp130, TNF-α and TNF-R1 was elevated in both the KA and the sham group compared with the control group (all Ps<0.01). Additionally, ANT-DBS was able to reverse this gene expression pattern in the DBS group compared with the sham-DBS group (all Ps<0.01). There was no significant difference in TNF-R2 expression among the four groups. The neuronal structural degeneration in the KA group and the sham-DBS group was more severe than that in the control group (injury scores, all Ps<0.01). ANT-DBS was also capable of relieving the degeneration compared with the sham-DBS group (injury score, P<0.01). CONCLUSIONS: This study demonstrated that ANT-DBS can reduce seizure frequency in the early stage in epileptic rats as well as relieve the pro-inflammatory state and neuronal injury, which may be one of the most effective mechanisms of ANT-DBS against epileptogenesis.


Assuntos
Núcleos Anteriores do Tálamo/fisiopatologia , Citocinas/metabolismo , Estimulação Encefálica Profunda , Epilepsia/terapia , Doenças Neurodegenerativas/terapia , Receptores de Citocinas/metabolismo , Animais , Núcleos Anteriores do Tálamo/patologia , Modelos Animais de Doenças , Eletroencefalografia , Epilepsia/complicações , Epilepsia/patologia , Epilepsia/fisiopatologia , Expressão Gênica/fisiologia , Ácido Caínico , Masculino , Microscopia Eletrônica de Transmissão , Doenças Neurodegenerativas/etiologia , Doenças Neurodegenerativas/patologia , Doenças Neurodegenerativas/fisiopatologia , Distribuição Aleatória , Ratos Sprague-Dawley , Reação em Cadeia da Polimerase em Tempo Real
18.
Brain Res ; 1672: 65-72, 2017 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-28764934

RESUMO

BACKGROUND: The efficacy of anterior thalamic nuclei (ANT) deep brain stimulation (DBS) in mitigating epileptic seizures has been established. Though the neuroprotection of ANT-DBS has been illustrated, the seizure mitigating mechanism of ANT-DBS has not been thoroughly elucidated. In particular, the effect of ANT-DBS on neurogenesis has not been reported previously. METHOD: Thirty-two male Sprague Dawley rats were randomly assigned to the following groups: sham-DBS-healthy (HL) (n=8), DBS-HL (n=8), sham-DBS-epilepsy (EP) (n=8) and DBS-EP (n=8). Normal saline and kainic acid were injected, respectively, into the former and later two groups, and seizures were monitored. One month later, rats received electrode implantation. Stimulation was exerted in the DBS group but not in the sham-DBS group. Next, all rats were sacrificed, and the ipsilateral hippocampus was dissected and prepared for quantitative real time PCR (qPCR) and western blot analysis in order to measure neuronal nuclear (NeuN), brain-derived neurotrophic factor (BDNF), doublecortin (DCX) and Ki-67 expressions. RESULTS: A 44.4% seizure frequency reduction was obtained after ANT-DBS, and no seizures was observed in healthy rats. NeuN, BDNF, Ki-67 and DCX expression levels were significantly decreased in the epileptic rats compared to healthy rats (P<0.01 or P<0.05). Obvious increases in NeuN, Ki-67 and DCX expressions were observed in epileptic and healthy rats receiving stimulation compared to rats receiving no stimulation (all Ps<0.01). However, BDNF expression was not affected by ANT-DBS (all Ps>0.05). CONCLUSIONS: (1) ANT-DBS reduces neuronal loss during the chronic stage of epilepsy. (2) Neurogenesis is elevated by ANT-DBS in both epileptic and healthy rats, and this elevation may not be regulated via a BDNF pathway.


Assuntos
Núcleos Anteriores do Tálamo/fisiologia , Estimulação Encefálica Profunda/métodos , Epilepsia/terapia , Animais , Núcleos Anteriores do Tálamo/metabolismo , Fator Neurotrófico Derivado do Encéfalo/análise , Proteínas do Domínio Duplacortina , Proteína Duplacortina , Eletrodos Implantados , Hipocampo , Antígeno Ki-67/análise , Masculino , Proteínas Associadas aos Microtúbulos/análise , Neurogênese/fisiologia , Neuropeptídeos/análise , Ratos , Ratos Sprague-Dawley , Convulsões/terapia
19.
Neurol Res ; 39(12): 1103-1113, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-28918702

RESUMO

Objective The therapeutic efficacy of anterior thalamic nuclei deep brain stimulation (ATN-DBS) against seizures has been largely accepted; however, the effects of ATN-DBS on disruption of the blood-brain barrier (BBB), albumin extravasation, inflammation and apoptosis still remain unclear. Methods Rats were distributed into four treatment groups: physiological saline (PS, N = 12), kainic acid (KA, N = 12), KA-sham-DBS (N = 12) and KA-DBS (N = 12). Seizures were monitored using video-electroencephalogram (EEG). One day after surgery, all rats were sacrificed. Then, samples were prepared for quantitative real-time PCR (qPCR), western blot, immunofluorescence (IF) staining, and transmission electron microscopy to evaluate the disruption of the BBB, albumin extravasation, inflammation, and apoptosis. Result Because of the KA injection, the disruption of the BBB, albumin extravasation, inflammation and apoptosis were more severe in the KA and the KA-sham-DBS groups compared to the PS group (all Ps < 0.05 or < 0.01). The ideal outcomes were observed in the KA-DBS group. ATN-DBS produced a 46.3% reduction in seizure frequency and alleviated the disruption of the BBB, albumin extravasation, inflammatory reaction and apoptosis in comparison to the KA-sham-DBS group (all Ps < 0.05 or < 0.01). Conclusion (1) Seizures can be reduced using ATN-DBS in the epileptogenic stage. (2) ATN-DBS can reduce the disruption of the BBB and albumin extravasation. (3) ATN-DBS has an anti-inflammatory effect in epileptic models.


Assuntos
Núcleos Anteriores do Tálamo , Estimulação Encefálica Profunda , Epilepsia/fisiopatologia , Epilepsia/terapia , Albuminas/metabolismo , Animais , Núcleos Anteriores do Tálamo/patologia , Núcleos Anteriores do Tálamo/fisiopatologia , Apoptose/fisiologia , Barreira Hematoencefálica/metabolismo , Barreira Hematoencefálica/patologia , Permeabilidade Capilar/fisiologia , Estimulação Encefálica Profunda/métodos , Modelos Animais de Doenças , Epilepsia/patologia , Inflamação/patologia , Inflamação/fisiopatologia , Inflamação/terapia , Ácido Caínico , Masculino , Distribuição Aleatória , Ratos Sprague-Dawley
20.
Brain Stimul ; 8(6): 1049-57, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26298643

RESUMO

BACKGROUND: Stimulation of the anterior nucleus of the thalamus (ANT) is effective in seizure reduction, but the mechanisms underlying the beneficial effects of ANT stimulation are unclear. OBJECTIVE: To assess the beneficial effects of ANT stimulation on hippocampal neurons of epileptic monkeys. METHODS: Chronic ANT stimulation was applied to kainic acid-induced epileptic monkeys. Behavioral seizures were continuously monitored. Immunohistochemical staining and western blot assays were performed to assess the hippocampal injury and the effects of ANT stimulation. RESULTS: The frequency of seizures was 42.8% lower in the stimulation group compared with the sham-stimulation group. Immunohistochemical staining and western blot analyses indicated that neuronal loss and apoptosis were less severe and that neurofilament synthesis was enhanced in the stimulation monkeys compared with the sham-stimulation group. These data showed that the hippocampal injury was less severe in monkeys in the stimulation group than in those in the sham-stimulation group. CONCLUSIONS: Our data suggest that chronic ANT stimulation may exert protective effects on hippocampal neurons and boost the regeneration of neuronal fibers. These effects may be closely related to the mechanisms of ANT stimulation in epilepsy treatment.


Assuntos
Núcleos Anteriores do Tálamo/fisiologia , Estimulação Encefálica Profunda/métodos , Epilepsia/terapia , Hipocampo/fisiologia , Neurônios/fisiologia , Animais , Epilepsia/induzido quimicamente , Epilepsia/patologia , Haplorrinos , Hipocampo/citologia , Ácido Caínico/toxicidade , Macaca mulatta , Masculino
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