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Protein phosphorylation, catalyzed by protein kinases (PKs), is one of the most important post-translational modifications (PTMs), and involved in regulating almost all of biological processes. Here, we report an updated server, Group-based Prediction System (GPS) 6.0, for prediction of PK-specific phosphorylation sites (p-sites) in eukaryotes. First, we pre-trained a general model using penalized logistic regression (PLR), deep neural network (DNN), and Light Gradient Boosting Machine (LightGMB) on 490 762 non-redundant p-sites in 71 407 proteins. Then, transfer learning was conducted to obtain 577 PK-specific predictors at the group, family and single PK levels, using a well-curated data set of 30 043 known site-specific kinase-substrate relations in 7041 proteins. Together with the evolutionary information, GPS 6.0 could hierarchically predict PK-specific p-sites for 44046 PKs in 185 species. Besides the basic statistics, we also offered the knowledge from 22 public resources to annotate the prediction results, including the experimental evidence, physical interactions, sequence logos, and p-sites in sequences and 3D structures. The GPS 6.0 server is freely available at https://gps.biocuckoo.cn. We believe that GPS 6.0 could be a highly useful service for further analysis of phosphorylation.
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Biología Computacional , Proteínas , Programas Informáticos , Fosforilación , Proteínas Quinasas/química , Proteínas Quinasas/metabolismo , Procesamiento Proteico-Postraduccional , Proteínas/química , Proteínas/metabolismo , Biología Computacional/instrumentación , Biología Computacional/métodos , InternetRESUMEN
BACKGROUND: There is still a lack of effective treatment for sepsis-induced myocardial dysfunction (SIMD), while the pathogenesis of SIMD still remains largely unexplained. METHODS: RNA sequencing results (GSE267388 and GSE79962) were used for cross-species integrative analysis. Bioinformatic analyses were used to delve into function, tissue- and cell- specificity, and interactions of genes. External datasets and qRT-PCR experiments were used for validation. L1000 FWD was used to predict targeted drugs, and 3D structure files were used for molecular docking. RESULTS: Based on bioinformatic analyses, ten differentially expressed genes were selected as genes of interest, seven of which were verified to be significantly differential expression. Bucladesine was considered as a potential targeted drug for SIMD, which banded to seven target proteins primarily by forming hydrogen bonds. CONCLUSION: It was considered that Cebpd, Timp1, Pnp, Osmr, Tgm2, Cp, and Asb2 were novel disease genes, while bucladesine was a potential therapeutic drug, of SIMD.
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As an important post-translational modification, lysine ubiquitination participates in numerous biological processes and is involved in human diseases, whereas the site specificity of ubiquitination is mainly decided by ubiquitin-protein ligases (E3s). Although numerous ubiquitination predictors have been developed, computational prediction of E3-specific ubiquitination sites is still a great challenge. Here, we carefully reviewed the existing tools for the prediction of general ubiquitination sites. Also, we developed a tool named GPS-Uber for the prediction of general and E3-specific ubiquitination sites. From the literature, we manually collected 1311 experimentally identified site-specific E3-substrate relations, which were classified into different clusters based on corresponding E3s at different levels. To predict general ubiquitination sites, we integrated 10 types of sequence and structure features, as well as three types of algorithms including penalized logistic regression, deep neural network and convolutional neural network. Compared with other existing tools, the general model in GPS-Uber exhibited a highly competitive accuracy, with an area under curve values of 0.7649. Then, transfer learning was adopted for each E3 cluster to construct E3-specific models, and in total 112 individual E3-specific predictors were implemented. Using GPS-Uber, we conducted a systematic prediction of human cancer-associated ubiquitination events, which could be helpful for further experimental consideration. GPS-Uber will be regularly updated, and its online service is free for academic research at http://gpsuber.biocuckoo.cn/.
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Lisina , Ubiquitina-Proteína Ligasas , Algoritmos , Humanos , Lisina/metabolismo , Procesamiento Proteico-Postraduccional , Ubiquitina-Proteína Ligasas/química , Ubiquitina-Proteína Ligasas/genética , Ubiquitina-Proteína Ligasas/metabolismo , UbiquitinaciónRESUMEN
Here, we reported the compendium of protein lysine modifications (CPLM 4.0, http://cplm.biocuckoo.cn/), a data resource for various post-translational modifications (PTMs) specifically occurred at the side-chain amino group of lysine residues in proteins. From the literature and public databases, we collected 450 378 protein lysine modification (PLM) events, and combined them with the existing data of our previously developed protein lysine modification database (PLMD 3.0). In total, CPLM 4.0 contained 592 606 experimentally identified modification events on 463 156 unique lysine residues of 105 673 proteins for up to 29 types of PLMs across 219 species. Furthermore, we carefully annotated the data using the knowledge from 102 additional resources that covered 13 aspects, including variation and mutation, disease-associated information, protein-protein interaction, protein functional annotation, DNA & RNA element, protein structure, chemical-target relation, mRNA expression, protein expression/proteomics, subcellular localization, biological pathway annotation, functional domain annotation, and physicochemical property. Compared to PLMD 3.0 and other existing resources, CPLM 4.0 achieved a >2-fold increase in collection of PLM events, with a data volume of â¼45GB. We anticipate that CPLM 4.0 can serve as a more useful database for further study of PLMs.
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Bases de Datos de Proteínas , Lisina/metabolismo , Procesamiento Proteico-Postraduccional , Proteínas/metabolismo , Programas Informáticos , Acetilación , Animales , Bacterias/genética , Bacterias/metabolismo , Biotinilación , Humanos , Hidroxilación , Internet , Lisina/química , Metilación , Modelos Moleculares , Anotación de Secuencia Molecular , Mutación , Fosforilación , Plantas/genética , Plantas/metabolismo , Unión Proteica , Conformación Proteica , Mapeo de Interacción de Proteínas , Proteínas/química , Proteínas/genética , ARN Mensajero/genética , ARN Mensajero/metabolismo , UbiquitinaciónRESUMEN
INTRODUCTION: Emergence delirium is a common postoperative neurological complication in children after general anesthesia. There is no valid tool to predict emergence delirium. Wavelet index, pain threshold index, anxiety index, and comfort index are real-time brain status parameters extracted from the electroencephalogram, which have recently been developed. The aim is to evaluate the association between real-time brain status parameters during emergence and emergence delirium in children undergoing general anesthesia. METHODS: One hundred and thirty patients between 3 and 6 years of age undergoing dental surgery under general anesthesia were enrolled in the study. Real-time electroencephalogram data were recorded at four different time points from end of anesthetics administration (T1), end of surgery (T2), extubation (T3), and response (eye opening, movement) to verbal stimulation (T4). Each patient was assessed for emergence delirium using the Pediatric Anesthesia Emergence Delirium scale. Receiver operating characteristics curves and the associated areas under the curves were computed to analyze the ability of wavelet index, pain threshold index, anxiety index, and comfort index to predict emergence delirium. RESULTS: One hundred and sixteen patients were included for final analysis. During recovery from general anesthesia, brain status parameters increased significantly from T1 (wavelet index, 59.5 ± 6.2; pain threshold index, 61.7 ± 5.3; anxiety index, 9.2 ± 2.5; comfort index, 21.6 ± 8.7) to T4 (wavelet index, 67.4 ± 9.4; pain threshold index, 73.2 ± 9.1; anxiety index, 38.6 ± 11.2; comfort index, 66.1 ± 16.5; p < .001). To predict emergence delirium, areas under the curves [95% CI] for anxiety index were 0.84 [0.75-0.93] (p < .001), and comfort index was 0.89 [0.81-0.96] (p < .001). The Pediatric Anesthesia Emergence Delirium scale scores of 37 patients were higher than 10 indicating emergence delirium, and the incidence of emergence delirium was 31.90%. The sensitivity and specificity of anxiety index with corresponding cutoff values in predicting emergence delirium were 73.0% and 89.9%, and the sensitivity and specificity of comfort index in predicting emergence delirium were 91.9% and 83.5%. The best cutoff values for anxiety index and comfort index to predict emergence delirium were 46.5 and 68.5, respectively. The areas under the curves [95% CI] of wavelet index to predict emergence delirium were 0.43 [0.31-0.35] (p = .27), while the areas under the curves [95% CI] of pain threshold index to predict emergence delirium were 0.49 [0.37-0.62] (p = .73). DISCUSSION: Both anxiety index and comfort index derived from electroencephalogram wavelet analysis were associated with emergence delirium in pediatric patients undergoing general anesthesia for dental surgery. Wavelet index and pain threshold index were not associated with emergence delirium during general anesthesia for dental surgery in children. CONCLUSIONS: AnXi and CFi might be used to guide anesthesiologists to identify and intervene ED in children.
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Delirio del Despertar , Niño , Humanos , Delirio del Despertar/epidemiología , Anestesia General/efectos adversos , Complicaciones Posoperatorias , Estudios Prospectivos , Encéfalo , Periodo de Recuperación de la AnestesiaRESUMEN
As an important reversible lipid modification, S-palmitoylation mainly occurs at specific cysteine residues in proteins, participates in regulating various biological processes and is associated with human diseases. Besides experimental assays, computational prediction of S-palmitoylation sites can efficiently generate helpful candidates for further experimental consideration. Here, we reviewed the current progress in the development of S-palmitoylation site predictors, as well as training data sets, informative features and algorithms used in these tools. Then, we compiled a benchmark data set containing 3098 known S-palmitoylation sites identified from small- or large-scale experiments, and developed a new method named data quality discrimination (DQD) to distinguish data quality weights (DQWs) between the two types of the sites. Besides DQD and our previous methods, we encoded sequence similarity values into images, constructed a deep learning framework of convolutional neural networks (CNNs) and developed a novel algorithm of graphic presentation system (GPS) 6.0. We further integrated nine additional types of sequence-based and structural features, implemented parallel CNNs (pCNNs) and designed a new predictor called GPS-Palm. Compared with other existing tools, GPS-Palm showed a >31.3% improvement of the area under the curve (AUC) value (0.855 versus 0.651) for general prediction of S-palmitoylation sites. We also produced two species-specific predictors, with corresponding AUC values of 0.900 and 0.897 for predicting human- and mouse-specific sites, respectively. GPS-Palm is free for academic research at http://gpspalm.biocuckoo.cn/.
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Gráficos por Computador , Aprendizaje Profundo , Lipoilación , Proteínas/química , Algoritmos , Animales , Biología Computacional/métodos , Humanos , Ratones , Programas InformáticosRESUMEN
OBJECTIVES: Emerging evidence indicates a connection between oxidative stress, immune-inflammatory processes, and the negative symptoms of schizophrenia. In addition to possessing potent antioxidant and anti-inflammatory properties, sulforaphane (SFN) has shown promise in enhancing cognitive function among individuals with schizophrenia. This study aims to investigate the efficacy of combined treatment with SFN in patients with schizophrenia who experience negative symptoms and its effect on the levels of superoxide dismutase (SOD) and the inflammatory marker, high-sensitivity C-reactive protein (HsCRP). DESIGN: Forty-five patients with schizophrenia were recruited, who mainly experienced negative symptoms during a stable period. In addition to the original treatments, the patients received SFN tablets at a daily dose of 90 mg for 24 weeks. At baseline, 12 weeks, and 24 weeks, the participants were interviewed and evaluated. The reduction rate of the Positive and Negative Syndrome Scale (PANSS) was used to assess each participant. The side effects scale of Treatment Emergent Symptom Scale (TESS) was applied to assess the adverse reactions. Additionally, the levels of the SOD, HsCRP, and other indicators were examined. RESULTS: The study findings revealed a significant decrease in PANSS negative subscale scores (P < 0.001). Furthermore, there was a significant increase in SOD activity and HsCRP levels (P < 0.001 and P < 0.05). Notably, the group of participants who exhibited a reduction in PANSS negative subscale scores demonstrated a significant improvement in HsCRP levels (P < 0.05). CONCLUSIONS: Our study suggests that SFN may potentially serve as a safe adjunctive intervention to improve the negative symptoms of schizophrenia. The potential mechanism by which SFN improves negative symptoms in schizophrenia patients may involve its anti-inflammatory properties, specifically its ability to reduce HsCRP levels. Trial registration ClinicalTrial.gov (ID: NCT03451734).
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OBJECTIVES: For patients with tetralogy of Fallot (TOF) who are not suitable candidates for primary corrective surgery or have a high surgical risk, transcatheter right ventricular outflow tract (RVOT) stent implantation is considered a safe and effective palliative intervention. This study aims to investigate the therapeutic outcomes of RVOT stent implantation in neonates and infants with TOF in comparison with the modified Blalock-Taussig shunt (mBTS) and to compare the impact of the 2 palliative interventions on arterial oxygen saturation and pulmonary artery development in pediatric patients. METHODS: Clinical data of 32 patients with TOF admitted to the Second Xiangya Hospital of Central South University from March 2011 to March 2021 were retrospectively collected. The patients were divided into an mBTS group (undergoing mBTS, n=15) and a stent implantation group (undergoing RVOT stenting, n=17) according to the surgical procedures. The 2 groups were assessed and compared in the surgical-related arterial oxygen saturation, postoperative complication rate, mortality rate, and re-intervention rate. The development of the patients' main pulmonary artery, right pulmonary artery, and left pulmonary artery was assessed by z-scores according to echocardiographic results. RESULTS: The children in the stent implantation group were younger and less weighed compared with the mBTS group (both P<0.05). Compared with the preoperative period, children in the stent implantation group had significantly higher arterial oxygen saturation [(75±17)% vs (96±3)%, P=0.026]; z-scores of pulmonary trunk [(-2.82±1.27) points vs (0.86±0.77) points, P=0.014], right pulmonary artery [(-1.88±0.59) points vs (-0.28±0.71) points, P=0.011], and left pulmonary artery [(-2.34±0.36) points vs (-1.67±0.36) points, P=0.036] were significantly increased. However, there were no significant differences in arterial oxygen saturation and pulmonary artery z-scores between pre- and post-mBTS procedures (all P>0.05). CONCLUSIONS: RVOT stent would have good surgical outcomes used in TOF patients with low weight and severe comorbidities. It also leads to an higher postoperative oxygen saturation and better promotion of pulmonary artery growth with RVOT stent compared to mBTS.
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Procedimiento de Blalock-Taussing , Tetralogía de Fallot , Recién Nacido , Lactante , Humanos , Niño , Tetralogía de Fallot/cirugía , Tetralogía de Fallot/complicaciones , Procedimiento de Blalock-Taussing/efectos adversos , Procedimiento de Blalock-Taussing/métodos , Estudios Retrospectivos , Cuidados Paliativos/métodos , Resultado del Tratamiento , StentsRESUMEN
Here, we presented an integrative database named DrLLPS (http://llps.biocuckoo.cn/) for proteins involved in liquid-liquid phase separation (LLPS), which is a ubiquitous and crucial mechanism for spatiotemporal organization of various biochemical reactions, by creating membraneless organelles (MLOs) in eukaryotic cells. From the literature, we manually collected 150 scaffold proteins that are drivers of LLPS, 987 regulators that contribute in modulating LLPS, and 8148 potential client proteins that might be dispensable for the formation of MLOs, which were then categorized into 40 biomolecular condensates. We searched potential orthologs of these known proteins, and in total DrLLPS contained 437 887 known and potential LLPS-associated proteins in 164 eukaryotes. Furthermore, we carefully annotated LLPS-associated proteins in eight model organisms, by using the knowledge integrated from 110 widely used resources that covered 16 aspects, including protein disordered regions, domain annotations, post-translational modifications (PTMs), genetic variations, cancer mutations, molecular interactions, disease-associated information, drug-target relations, physicochemical property, protein functional annotations, protein expressions/proteomics, protein 3D structures, subcellular localizations, mRNA expressions, DNA & RNA elements, and DNA methylations. We anticipate DrLLPS can serve as a helpful resource for further analysis of LLPS.
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Bases de Datos Factuales , Eucariontes , Proteínas/química , Proteínas/metabolismo , Genoma , Proteínas Intrínsecamente Desordenadas/química , Proteínas Intrínsecamente Desordenadas/metabolismo , Orgánulos , Procesamiento Proteico-Postraduccional , Interfaz Usuario-ComputadorRESUMEN
Autophagy is a basic catabolic response that eukaryotic cells use to degrade unnecessary or dysfunctional cellular components in an orderly and regulated manner. It plays important roles in maintaining cellular homeostasis, energy homeostasis, response to environmental stimuli, and the development of cancer. In solid tumors, hypoxia induces an increased HIF-1a that activates autophagy. However, the exact mechanism by which induced HIF-1a stimulates autophagy in cancer cells remains elusive. In the present study, we confirmed that ANKRD37 is upregulated in colon cancer tissue. Moreover, the higher expression level of ANKRD37 is related to a poorer survival rate. Using RNA interference, immunoblot, and immunofluorescence, we discovered that in cancer cell line RKO, hypoxia-induced HIF-1a regulates autophagy activity by increasing ANKRD37 level. In addition, intranuclear ANKRD37 played an important role in the regulation of hypoxia-induced autophagy. The translocation of ANKRD37 into cell nuclear is required for promoting cell growth and HIF-1a induced autophagy. These findings provide new insights to understand the hypoxia regulation mechanisms and the role of autophagy in cancer development.
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Autofagia/efectos de los fármacos , Neoplasias del Colon/genética , Regulación Neoplásica de la Expresión Génica/genética , Subunidad alfa del Factor 1 Inducible por Hipoxia/genética , Autofagia/genética , Autofagia/fisiología , Hipoxia de la Célula/efectos de los fármacos , Hipoxia de la Célula/fisiología , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Proliferación Celular/fisiología , Neoplasias del Colon/metabolismo , Neoplasias del Colon/patología , Humanos , Subunidad alfa del Factor 1 Inducible por Hipoxia/metabolismo , Subunidad alfa del Factor 1 Inducible por Hipoxia/farmacología , Interferencia de ARN/efectos de los fármacos , Interferencia de ARN/fisiología , Activación Transcripcional/fisiologíaRESUMEN
OBJECTIVES: The primary aim was to compare the changes in regional cerebral oxygen saturation (rSO2) and cerebral blood flow velocity (CBFV) during sevoflurane and intravenous anesthesia when the end-tidal carbon dioxide partial pressure (PETCO2) changed in infants undergoing ventricular septal defect (VSD) repair. DESIGN: Prospective, observational study. SETTING: Tertiary care hospital. PARTICIPANTS: Patients younger than 6 months with VSDs. INTERVENTIONS: End-tidal carbon dioxide was increased by decreasing tidal volume or respiratory rate. MEASUREMENTS AND MAIN RESULTS: The infants were randomly assigned to receive either sevoflurane (SA group) or midazolam-sufentanil based intravenous anesthesia (IA group). PETCO2 levels of 30 mmHg (T1), 35 mmHg (T2), 40 mmHg (T3), or 45 mmHg (T4) were obtained by adjusting the tidal volume and respiratory rate. There were no significant intergroup differences in rSO2. In the SA group, as PETCO2 increased from T1 to T4, rSO2 increased significantly from 68.8% ± 5.9% to 76.4% ± 6.0% (p < 0.001). CBFV increased linearly, whereas the pulsatility index and resistance index decreased linearly from T1 to T4 (p < 0.001). In the IA group, rSO2 showed a significant increase from 68.6% ± 4.6% to 76.1% ± 6.2% with the change in PETCO2 from T1 to T4 (p < 0.001). CBFV increased linearly, whereas the pulsatility index and resistance index decreased linearly from T1 to T4 (p < 0.001). CONCLUSION: Cerebrovascular response to different PETCO2 levels was preserved and similar during clinically relevant doses of sevoflurane anesthesia and midazolam-sufentanil based intravenous anesthesia in infants younger than 6 months old undergoing VSD repair.
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Anestésicos por Inhalación , Defectos del Tabique Interventricular , Éteres Metílicos , Anestésicos por Inhalación/farmacología , Anestésicos Intravenosos/farmacología , Dióxido de Carbono , Circulación Cerebrovascular , Defectos del Tabique Interventricular/diagnóstico por imagen , Defectos del Tabique Interventricular/cirugía , Humanos , Lactante , Éteres Metílicos/farmacología , Estudios Prospectivos , SevofluranoRESUMEN
BACKGROUND: Ventilation-associated changes in blood carbon dioxide levels are associated with various physiological changes in infants undergoing surgery. Studies on the effects of mechanical ventilation on cerebral haemodynamics especially for infants with CHD are scarce. AIM: This study was done to compare the changes in regional cerebral oxygen saturation and cerebral blood flow velocity when the end-tidal carbon dioxide partial pressure changed during different minute ventilation settings in infants undergoing ventricular septal defect repair. METHODS: A total of 67 patients less than 1 year old with ventricular septal defect were enrolled, and 65 patients (age: 6.7 ± 3.4 months, weight: 6.4 ± 1.5 kg) were studied. After anaesthesia induction and endotracheal intubation, the same mechanical ventilation mode (The fraction of inspired oxygen was 50%, and the inspiratory-to-expiratory ratio was 1:1.5.) was adopted. The end-tidal carbon dioxide partial pressure of 30 mmHg (T1), 35 mmHg (T2), 40 mmHg (T3), or 45 mmHg (T4) were obtained, respectively, by adjusting tidal volume and respiratory rate. Minute ventilation per kilogram was calculated by the formula: minute ventilation per kilogram = tidal volume * respiratory rate/kg. Regional cerebral oxygen saturation was monitored by real-time near-infrared spectroscopy. Cerebral blood flow velocity (systolic flow velocity, end-diastolic flow velocity, and mean flow velocity), pulsatility index, and resistance index were measured intermittently by transcranial Doppler. Systolic pressure, diastolic pressure, stroke volume index, and cardiac index were recorded using the pressure recording analytical method. RESULTS: As the end-tidal carbon dioxide partial pressure increased from 30 to 45 mmHg, regional cerebral oxygen saturation increased significantly from 69 ± 5% to 79 ± 4% (p < 0.001). Cerebral blood flow velocity (systolic flow velocity, end-diastolic flow velocity, and mean flow velocity) increased linearly, while pulsatility index and resistance index decreased linearly from T1 (systolic flow velocity, 84 ± 19 cm/second; end-diastolic flow velocity, 14 ± 4 cm/second; mean flow velocity, 36 ± 10 cm/second; pulsatility index, 2.13 ± 0.59; resistance index, 0.84 ± 0.12) to T4 (systolic flow velocity, 113 ± 22 cm/second; end-diastolic flow velocity, 31 ± 6 cm/second; mean flow velocity, 58 ± 11 cm/second; pulsatility index, 1.44 ± 0.34; resistance index, 0.72 ± 0.07) (p < 0.001). There were significant differences in changes of systolic flow velocity, end-diastolic flow velocity, mean flow velocity, pulsatility index, and resistance index as the end-tidal carbon dioxide partial pressure increased from 30 to 45 mmHg between subgroups of infants ≤6 and infants >6 months, while the changes of regional cerebral oxygen saturation between subgroups were not statistically different. Regional cerebral oxygen saturation and cerebral blood flow velocity (systolic flow velocity, end-diastolic flow velocity, and mean flow velocity) were negatively correlated with minute ventilation per kilogram (r = -0.538, r = -0.379, r = -0.504, r = -0.505, p < 0.001). Pulsatility index and resistance index were positively related to minute ventilation per kilogram (r = 0.464, r = 0.439, p < 0.001). The diastolic pressure was significantly reduced from T1 (41 ± 7 mmHg) to T4 (37 ± 6 mmHg) (p < 0.001). There were no significant differences in systolic pressure, stroke volume index, and cardiac index with the change of end-tidal carbon dioxide partial pressure from T1 to T4 (p = 0.063, p = 0.382, p = 0.165, p > 0.05). CONCLUSION: A relative low minute ventilation strategy increases regional cerebral oxygen saturation and cerebral blood flow, which may improve cerebral oxygenation and brain perfusion in infants undergoing ventricular septal defect repair.
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Encéfalo/irrigación sanguínea , Defectos del Tabique Interventricular/cirugía , Oxígeno/análisis , Circulación Cerebrovascular , Femenino , Defectos del Tabique Interventricular/complicaciones , Hemodinámica , Humanos , Lactante , Masculino , Estudios Prospectivos , Respiración Artificial , Espectroscopía Infrarroja Corta , Resultado del Tratamiento , Ultrasonografía Doppler TranscranealRESUMEN
In pedestrian inertial navigation, multi-sensor fusion is often used to obtain accurate heading estimates. As a widely distributed signal source, the geomagnetic field is convenient to provide sufficiently accurate heading angles. Unfortunately, there is a broad presence of artificial magnetic perturbations in indoor environments, leading to difficulties in geomagnetic correction. In this paper, by analyzing the spatial distribution model of the magnetic interference field on the geomagnetic field, two quantitative features have been found to be crucial in distinguishing normal magnetic data from anomalies. By leveraging these two features and the classification and regression tree (CART) algorithm, we trained a decision tree that is capable of extracting magnetic data from distorted measurements. Furthermore, this well-trained decision tree can be used as a reject gate in a Kalman filter. By combining the decision tree and Kalman filter, a high-precision indoor pedestrian navigation system based on a magnetically assisted inertial system is proposed. This system is then validated in a real indoor environment, and the results show that our system delivers state-of-the-art positioning performance. Compared to other baseline algorithms, an improvement of over 70% in the positioning accuracy is achieved.
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Acelerometría/métodos , Algoritmos , Árboles de Decisión , Caminata , Acelerometría/instrumentación , Humanos , Campos Magnéticos , Peatones , Análisis Espacial , Dispositivos Electrónicos Vestibles , Tecnología InalámbricaRESUMEN
The aim of this paper was to observe the effect of Di'ao Xinxuekang(DXXK) on TLR4/MyD88/NF-κB signaling pathway in atherosclerotic rats, and to explore its anti-atherosclerotic mechanism. Sixty SD rats were randomly divided into normal group, model group, atorvastatin group(4.0 mg·kg~(-1)), and DXXK groups(100, 30, 10 mg·kg~(-1)), with 10 rats in each group. The atherosclerosis model was induced by high fat diet plus vitamin D_2. Experimental drugs were administered intragastrically once daily for 8 weeks starting from the 9 th week. Biochemical analyzers were used to detect levels of triglyceride(TG), total cholesterol(TC), low-density lipoprotein cholesterol(LDL-C) and high-density lipoprotein cholesterol(HDL-C) in blood lipid. The levels of serum tumor necrosis factor(TNF)-α, interleukin(IL)-6 and IL-1ß were detected by ELISA. Pathological changes of aortic tissues were observed by using Sudan â £ and HE staining. The mRNA and protein expressions of TLR4, MyD88 and NF-κB p65 in aortic tissues were detected by RT-PCR and Western blot, respectively. As compared with the model group, TC, TG, and LDL-C levels in serum were significantly decreased, HDL-C content was significantly increased, and levels of TNF-α, IL-6, and IL-1ß in serum were significantly decreased in atorvastatin group and DXXK high and middle dose groups. Aortic lesions in atorvastatin group and DXXK group were significantly improved, and the mRNA and protein expressions of TLR4, MyD88, NF-κB p65 in the aorta were decreased. DXXK has a preventive and therapeutic effect on atherosclerosis in rats, and its mechanism may be related to inhibiting inflammatory reaction by regulating TLR4/MyD88/NF-κB signal transduction, thereby inhibiting the progression of atherosclerosis.
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Aterosclerosis/tratamiento farmacológico , Medicamentos Herbarios Chinos/farmacología , Transducción de Señal , Animales , Aorta/patología , Atorvastatina , Interleucina-6/sangre , Interleucina-8/sangre , Lípidos/sangre , Factor 88 de Diferenciación Mieloide/metabolismo , Distribución Aleatoria , Ratas , Ratas Sprague-Dawley , Receptor Toll-Like 4/metabolismo , Factor de Transcripción ReIA/metabolismo , Factor de Necrosis Tumoral alfa/sangreRESUMEN
We identified a novel CCDC151 mutation, c.325G>T (p.E109X), in a patient with primary ciliary dyskinesia and situs inversus. This stopgain mutation was predicted to be disease causing by bioinformatics program (MutationTaster) and was also not presented in the current Genome Aggregation Database (gnomAD), Exome Aggregation Consortium (ExAC), Single Nucleotide Polymorphism Database (dbSNP), or National Heart, Lung, and Blood Institute (NHLBI) and Exome Sequencing Project (ESP). In addition, to the best of our knowledge, the present study was the first to report a CCDC151 mutation in primary ciliary dyskinesia patients with situs inversus in mainland China. In conclusion, our finding expands the spectrum of CCDC151 mutations, and more importantly our study provides additional support that CCDC151 plays important roles in left-right patterning and ciliary function.
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Proteínas Portadoras/genética , Trastornos de la Motilidad Ciliar/genética , Secuenciación del Exoma/métodos , Exoma/genética , Mutación , Situs Inversus/genética , Adulto , Niño , China , Trastornos de la Motilidad Ciliar/patología , Femenino , Humanos , Masculino , Linaje , Situs Inversus/patologíaRESUMEN
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
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BACKGROUND: Recent reports have demonstrated that RAF-1L613V (a mutant of RAF-1) mutant mice show bone deformities similar to Noonan syndrome. It has been suggested that RAF-1L613V might abnormally activate osteoblast differentiation of MC3T3-E1 cells. METHODS: To demonstrate that RAF-1 is associated with bone deformity and that RAF-1L613V dependent bone deformity could be inhibited by microRNA-195 (miR-195), we first investigated the amplifying influence of wild-type RAF-1 (WT) or RAF-1L613V (L613V) on the viability and differentiation of MC3T3-E1 cells induced by bone morphogenetic protein-2 (BMP-2) via 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assay, alkaline phosphatase (ALP) and Alizarin Red S (ARS) staining, quantitative real-time polymerase chain reaction (qRT-PCR) and western blot analysis. Subsequently, we investigated the blocking effect and its mechanism of miR-195 for abnormal activation of osteoblast differentiation of MC3T3-E1 cells via targeting RAF-1. RESULTS: RAF-1, especially RAF-1L613V, abnormally activates osteoblast differentiation of MC3T3-E1 cells induced by BMP-2. Meanwhile, miR-195 could inhibit the cell viability and differentiation of MC3T3-E1 cells. Transfection of miR-195 largely suppressed the L613V-induced viability and osteoblast differentiation of MC3T3-E1 cells and attenuated the accelerative effect of L613V on runt-related transcription factor-2 (Runx2), Osterix (OSX), alkaline phosphatase (ALP), osteocalcin (OCN), and distal-less homeobox 5 (DLX5) osteogenic gene expressions. In addition, miR-195 decreased the expression of RAF-1 mRNA and protein by directly targeting the 3'-untranslated regions (3'-UTR) of RAF-1 mRNA in MC3T3-E1 cells. CONCLUSIONS: Our findings indicated that miR-195 inhibited WT and L613V RAF-1 induced hyperactive osteoblast differentiation in MC3T3-E1 cells by targeting RAF-1. miR-195 might be a novel therapeutic agent for the treatment of L613V-induced bone deformity in Noonan syndrome.
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Diferenciación Celular/genética , MicroARNs/genética , Síndrome de Noonan/genética , Osteogénesis/genética , Proteínas Proto-Oncogénicas c-raf/genética , Células 3T3-L1 , Animales , Subunidad alfa 1 del Factor de Unión al Sitio Principal/genética , Regulación del Desarrollo de la Expresión Génica , Humanos , Ratones , Mutación , Síndrome de Noonan/patología , Osteoblastos , Osteocalcina/genética , TransfecciónRESUMEN
We propose a graphene device that can generate spin-dependent negative differential resistance (NDR). The device is composed of a sufficiently wide and short graphene sheet and two gated EuO strips deposited on top of it. This scheme avoids the graphene edge tailoring required by previous proposals. More importantly, we find a clear indication of a spin selectivity and a region tunability in the spin-dependent NDR: by changing the top gates of the device, NDR for spin up only, spin down only, or both spins (occurring sequentially) can be respectively realized; meanwhile, the central position of the NDR region in each case can be monotonously tuned over a wide range of bias voltage. These remarkable features are attributed to a gate controllability of the spin-dependent resonance levels in the device hence their deviations from the Fermi energy and the Dirac point in the source electrode respectively. They add a spin and a bias degree of freedom to the conventional NDR, which paves the way for designing a whole new class of NDR circuits.
RESUMEN
OBJECTIVE: To evaluate the feasibility and safety of device closure of patent ductus arteriosus (PDA) using only venous access under echocardiography guidance alone.â© Methods: A total of 102 consecutive pediatric patients underwent transcatheter PDA closure without arterial access, under the guidance of only echocardiography. The patients were followed up by clinical examination, electrocardiogram, and echocardiogram at 1, 3, 6 12, and 24 months.â© Results: Transvenous PDA closure under echocardiographic guidance was successful in 99 (97.1%) patients. There were no acute procedural complications or severe adverse events. The duration ranged from 10 to 65 minutes (median, 21 minutes). Immediate complete closure of PDA was achieved in 87 patients (87.9%), and 100% of the patients were completely closed after 24 h. There were no severe adverse events in the period of 1-24 months (median, 12 months) follow up.â© Conclusion: Transvenous PDA closure without fluoroscopy avoids radiation exposure, contrast agent usage and potential arterial complications. It can be used as an alternative procedure, especially for children.
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Procedimientos Quirúrgicos Cardíacos/métodos , Conducto Arterioso Permeable , Ecocardiografía , Procedimientos Quirúrgicos Cardíacos/normas , Niño , Conducto Arterioso Permeable/cirugía , Humanos , Resultado del Tratamiento , Venas/cirugíaRESUMEN
OBJECTIVE: To investigate the feasibility and safety of perimembranous ventricular septal defects (PmVSD) closure solely by femoral vein approach under transesophageal echocardiography (TEE) guidance.â© Methods: From January 1, 2014 to May 31, 2016, 26 patients with PmVSD in Second Xiangya Hospital were selected, with age at 3.2-6.0 (4.3±0.7) years old and body weight at 15.0-19.5 (16.7±1.4) kg. The diameter of VSD was 3.5-4.8 (4.1±0.3) mm. All patients were treated by percutaneous PmVSD closure solely by femoral vein approach under TEE guidance. The effect of the procedure was evaluated by TEE and transthoracic echocardiography (TTE). The clinical follow-up study was conducted by TTE at 1, 3, 6 and 12 month (s) after the procedure.â© Results: Twenty cases were successfully treated with percutaneous PmVSD closure solely by femoral vein approach under TEE guidance, and the success rate was 76.9%. Six patients were converted to perventricular closure under TEE guidance because the guide wire in two cases or catheter in other cases could not pass through PmVSD. The diameter of symmetrical VSD occluder was 6.0-7.0 (6.2±0.4) mm. The procedural time was 12.0-64.0 (26.8±6.3) min. The residence time at ICU was 1.8-2.4 (26.8±6.3) h. The in-hospital time was 4.0-5.0 (4.4±0.5) d. There were 3 patients with immediate post-operative trivial residual shunt and incomplete right bundle branch block (IRBBB). All patients survived with no peripheral vascular injury or complications such as tricuspid regurgitation, pericardial tamponade and pulmonary infection. The residual shunt disappeared in 3 patients and IRBBB became normal rhythm in 3 patients at 1 month follow-up time point. No patients suffered from occluder malposition, residual shunt, pericardial effusion, arrhythmia (atrio-ventricular block), aortic valve regurgitation and tricuspid regurgitation.â© Conclusion: TEE-guided percutaneous PmVSD closureby femoral vein approach is safe and effective.