Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Resultados 1 - 20 de 110
Filtrar
1.
Phys Chem Chem Phys ; 26(14): 11037-11047, 2024 Apr 03.
Artículo en Inglés | MEDLINE | ID: mdl-38526740

RESUMEN

Electrochemical CO2 transformation to fuels and chemicals is an effective strategy for conversion of renewable electric energy into storable chemical energy in combination with reducing green-house gas emission. Metal-nitrogen-carbon (M-N-C) single atom catalysts (SAC) have shown great potential in the electrochemical CO2 reduction reaction (CO2RR). However, exploring advanced SACs with simultaneously high catalytic activity and high product selectivity remains a great challenge. In this study, density functional theory (DFT) calculations are combined with machine learning (ML) for rapid and high-throughput screening of high performance CO reduction catalysts. Firstly, the electrochemical properties of 99 M-N-C SACs were calculated by DFT and used as a database. By using different machine learning models with simple features, the investigated SACs were expanded from 99 to 297. Through several effective indicators of catalyst stability, inhibition of the hydrogen evolution reaction, and CO adsorption strength, 33 SACs were finally selected. The catalytic activity and selectivity of the remaining 33 SACs were explored by micro-kinetic simulation based on Marcus theory. Among all the studied SACs, Mn-NC2, Pt-NC2, and Au-NC2 deliver the best catalytic performance and can be used as potential catalysts for CO2/CO conversion to hydrocarbons with high energy density. This effective screening method using a machine learning algorithm can promote the exploration of CO2RR catalysts and significantly reduce the simulation cost.

2.
Inorg Chem ; 58(22): 15344-15353, 2019 Nov 18.
Artículo en Inglés | MEDLINE | ID: mdl-31697488

RESUMEN

Internal polarized electric field is found to be an effective and available strategy to separate photogenerated electron-hole pairs. By this method, the efficiency of photocatalytic reactions can be obviously enhanced. Here, the layered compound of BiOIO3 with spontaneous polarization was synthesized by a simple hydrothermal method. Taking another bismuth compound BiOI as a counterpart, which has a similar layered structure, the spontaneous polarization effects of BiOIO3 were analyzed and confirmed. The photocatalytic activity of BiOIO3 and BiOI were evaluated by the degradation of methyl orange. Methyl orange was almost completely photocatalytically decomposed by BiOIO3 and BiOI in 40 and 90 min, respectively. The separation and transfer behaviors of photogenerated electron-hole pairs were investigated by a series of photoelectrochemical characterizations. It is further proved the separation and transmission efficiency of BiOIO3 are higher than those of BiOI. According to the results of density of theory calculations, the internal polarized electric field in BiOIO3 is ascribed to the spatial asymmetry of the IO3 group, which is estimated to ∼1.5 × 1010 V/m. Under the action of this internal polarized electric field, the photogenerated electrons and holes would transfer along opposite directions, i.e., photogenerated electrons and holes respectively gather at the Bi/I side and O side. Additionally, superoxide radicals (•O2-) and holes (h+) are produced during the degradation process, which are responsible for the high visible-light photocatalytic activity. Finally, the cyclic degradation test proves that its photocatalytic performance has long-term stability. Therefore, BiOIO3 polar material can be used as one of the alternative materials for efficient photocatalytic reaction.

3.
Anesthesiology ; 123(3): 628-41, 2015 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-26197043

RESUMEN

BACKGROUND: Monocytes (MOs) have the unique ability to differentiate into immature dendritic cells (iDCs) (MO→iDC) under the influence of interleukin-4 and granulocyte-monocyte colony-stimulating factor (IL-4&GM-CSF). In this study, the authors investigated the influence of ketamine on the process of MO→iDC. METHODS: iDCs were cultured from MO obtained from 36 subjects in the presence of IL-4 and GM-CSF and ketamine at 100, 10, and 1 µg/ml for 5 days. In some of the experiments, the authors used nonspecific N-methyl-D-aspartate (NMDA) receptor antagonist MK-801, NMDA, or a neutralizing antibody for transforming growth factor ß (TGFß). The expression of surface markers and functional assays were used to assess the effect of ketamine on IL-4&GM-CSF-stimulated MO. IL-4&GM-CSF-stimulated MO's supernatants were assessed for cytokine levels. RESULTS: Ketamine at 10 µg/ml, and higher concentrations, diminished the expression of CD1a on IL-4&GM-CSF-stimulated MO and retarded both their ability to process DQ ovalbumin and mixed lymphocyte reaction stimulation. The addition of ketamine to IL-4&GM-CSF-differentiated MO resulted in the persistent expression of CD14 and unchanged expression of CD86 and CD206. The phagocytic abilities of IL-4&GM-CSF-differentiated MO were not changed by ketamine. MK-801, a nonselective NMDA agonist, mimicked ketamine's effect on MO→iDC differentiation. Adding exogenous NMDA to IL-4&GM-CSF-stimulated MO in the presence of ketamine partially restored the level of CD1a. TGFß was elevated in supernatants of IL-4&GM-CSF-stimulated MO in the presence of ketamine. Adding neutralizing TGFß antibody or TGFßR1 blocker (SB431542) resulted in the full recovery of MO→iDC, despite the presence of ketamine. CONCLUSIONS: Ketamine diminishes the process of MO→iDC in vitro. This is mediated via NMDA-dependent mechanisms and TGFß.


Asunto(s)
Anestésicos Disociativos/farmacología , Diferenciación Celular/efectos de los fármacos , Células Dendríticas/efectos de los fármacos , Ketamina/farmacología , Monocitos/efectos de los fármacos , Diferenciación Celular/fisiología , Células Cultivadas , Células Dendríticas/metabolismo , Relación Dosis-Respuesta a Droga , Humanos , Mediadores de Inflamación/metabolismo , Monocitos/metabolismo
4.
Zhejiang Da Xue Xue Bao Yi Xue Ban ; 44(6): 603-10, 617, 2015 11.
Artículo en Zh | MEDLINE | ID: mdl-26822041

RESUMEN

OBJECTIVE: To investigate the impacts of blood pressure (BP) variability on reperfusion and long-term outcome in patients with acute ischemic stroke after intravenous thrombolysis (IVT). METHODS: The clinical data of 188 patients with acute ischemic stroke receiving IVT in Department of Neurology, the Second Affiliated Hospital, Zhejiang University School of Medicine from June 2009 to September 2014, including hour-to-hour BP measurements, clinical manifestations, laboratory tests and radiologic findings were retrospectively analyzed. The mean 24-h BP values, and BP variability profiles, including standard deviation (sd), average squared difference between successive measurements (sv), average squared difference between rise and drop successive measurements (sv-rise and sv-drop) were calculated. Reperfusion, defined as >50% reduction in Tmax >6 s perfusion lesion volume from baseline to follow-up scans, and clinical neurological outcome based on modified Rankin scale (mRS) at 3 months after onset were also analyzed. The favorable outcome was defined as mRS 0-1 and unfavorable outcome as mRS 2-6. The binary logistic-regression model was performed to determine the independent risk factors of reperfusion and favorable outcome, respectively. RESULTS: Among 188 patients, 114 (60.6%) achieved reperfusion. During the 0-to-24 h blood pressure course, only systolic blood pressure (SBP) variability parameters were negatively correlated with reperfusion (sv: OR=0.421, 95% CI:0.187-0.950, P=0.037; sv-rise: OR=0.311, 95% CI:0.137-0.704, P=0.005) and long-term clinical outcomes (sv: OR=6.381, 95% CI:2.132-19.096, P=0.001; sv-rise: OR=5.615, 95% CI:2.152-14.654, P<0.001; sv-drop: OR=3.009, 95% CI:1.263-7.169, P=0.013). CONCLUSION: SBP variability during the first 24 hours after IVT is negatively associated with cerebral reperfusion and unfavorable neurological outcome in patients with acute ischemic stroke receiving IVT.


Asunto(s)
Presión Sanguínea , Accidente Cerebrovascular/terapia , Terapia Trombolítica , Humanos , Infusiones Intravenosas , Modelos Logísticos , Reperfusión , Estudios Retrospectivos , Factores de Riesgo , Accidente Cerebrovascular/tratamiento farmacológico , Resultado del Tratamiento
5.
Zhejiang Da Xue Xue Bao Yi Xue Ban ; 44(6): 611-7, 2015 11.
Artículo en Zh | MEDLINE | ID: mdl-26822042

RESUMEN

OBJECTIVE: To evaluate the thrombus length on CT perfusion imaging and to assess its predictive value for recanalization and clinical outcome after intravenous thrombolysis therapy (IVT). METHODS: Fifty-six consecutive acute ischemic stroke patients with proximal middle cerebral artery (M1 segment) occlusion underwent CT perfusion imaging examination before IVT between June 2009 and May 2015. The onset-to needle time was (214.3 ± 82.0) min, and the pretreatment NIHSS score of patients was 13 (IQR 8-17). The thrombus length was determined as the distance between the proximal and distal thrombus end delineated on dynamic angiography, which was reconstructed from CT perfusion source images. Recanalization was evaluated according to Arterial Occlusive Lesion (AOL) scale, and functional outcome was based on modified Rankin scale (mRS) 3 months after IVT. Logistic regression model was used to investigate the relationship between thrombus length and recanalization, and the optimal cut-off points were determined by receiver operating characteristic curve (ROC). RESULTS: Among 56 patients, 42 (75%) achieved recanalization 24 h after IVT with mean thrombus length of (9.0 ± 4.7) mm; and 14 (25%) patients remained occlusion with mean thrombus length of (10.0 ± 5.4) mm. Logistic regression analysis demonstrated that thrombus length was an independent predictor for both recanalization (OR=0.869; 95% CI:0.764-0.987; P=0.031) and unfavorable outcome (OR=1.180;95% CI:1.023-1.362; P=0.023). Thrombus length of 11.3 mm was identified as the optimal cut-off value for recanalization (AUC=0.697, sensitivity 71.4%, specificity 76.2%), while thrombus length of 9.9 mm was the optimal cut-off value for unfavorable functional outcome (AUC=0.689, sensitivity 64.7%, specificity 71.4%). CONCLUSION: The thrombus length evaluated on CT perfusion imaging is an effective predictor for recanalization and unfavorable outcome after IVT in acute ischemic stroke patients with middle cerebral artery occlusion.


Asunto(s)
Imagen de Perfusión , Accidente Cerebrovascular/diagnóstico , Terapia Trombolítica , Trombosis/diagnóstico , Tomografía Computarizada por Rayos X , Angiografía , Humanos , Infarto de la Arteria Cerebral Media/patología , Modelos Logísticos , Sensibilidad y Especificidad , Accidente Cerebrovascular/tratamiento farmacológico , Trombosis/tratamiento farmacológico
6.
Orthop Surg ; 2024 Jul 25.
Artículo en Inglés | MEDLINE | ID: mdl-39054735

RESUMEN

OBJECTIVE: The role of hypoalbuminemia throughout the course of chronic periprosthetic joint infection (PJI) remains poorly understood. This study aimed to determine the prevalence and risk factors of hypoalbuminemia in periprosthetic joint infection (PJI) patients and to explore the association between hypoalbuminemia and treatment outcomes. METHODS: This retrospective cohort study included 387 PJI cases who underwent two-stage exchange arthroplasty between January 2007 and August 2020, of which 342 were reimplanted. The mean follow-up period was 7.9 years. Multivariate logistic regression analyses were performed to identify risk factors for hypoalbuminemia and to assess the effect of hypoalbuminemia at 1st- and 2nd-stage exchange on the treatment outcome. Furthermore, the impact of dynamic changes in hypoalbuminemia was investigated. RESULTS: The prevalence of hypoalbuminemia at 1st- and 2nd-stage exchange was 22.2% and 4.7%, respectively. Patients with age ≥ 68 years and those with isolation of Staphylococcus aureus, Streptococcus, or Gram-negative bacteria exhibited a higher risk of hypoalbuminemia. Hypoalbuminemia at 1st-stage was significantly related to treatment failure (OR = 3.3), while hypoalbuminemia at 2nd-stage raised the OR to 10.0. Patients with persistent hypoalbuminemia at both the 1st- and 2nd-stage exchanges had a significantly higher rate of treatment failure than patients with hypoalbuminemia at the 1st-stage but normal albumin levels at the 2nd-stage exchange (55.6% vs 20.0%, p = 0.036). CONCLUSION: One in five patients with chronic PJI exhibits hypoalbuminemia. Hypoalbuminemia is more likely to develop in patients of advanced age and those infected by specific highly virulent organisms. Also, our results highlight the close association between hypoalbuminemia and treatment outcomes.

7.
Brain Res Bull ; 217: 111059, 2024 Aug 30.
Artículo en Inglés | MEDLINE | ID: mdl-39216556

RESUMEN

BACKGROUND: Cognitive dysfunction, encompassing perioperative psychological distress and cognitive impairment, is a prevalent postoperative complication within the elderly population, and in severe cases, it may lead to dementia. Building upon our prior research that unveiled a connection between postoperative mood fluctuations and cognitive dysfunction with the phosphorylation of P38, this present investigation aims to delve deeper into the involvement of the P38 MAPK/NLRP3 pathway in perioperative neurocognitive disorders (PND) in an abdominal exploratory laparotomy (AEL) aged mice model. METHODS: C57BL/6 mice (male, 18-month-old) underwent AEL with 3 % anesthesia. Then, inhibitors targeting P38 MAPK (SB202190, 1 mg/kg) and GSK3ß (TWS119, 10 mg/kg) were administered multiple times daily for 7 days post-surgery. The NLRP3-cKO AEL and WT AEL groups only underwent the AEL procedure. Behavioral assessments, including the open field test (OFT), novel object recognition (NOR), force swimming test (FST), and fear conditioning (FC), were initiated on postoperative day 14. Additionally, mice designated for neuroelectrophysiological monitoring had electrodes implanted on day 14 before surgery and underwent novel object recognition while their local field potential (LFP) was concurrently recorded on postoperative day 14. Lastly, after they were euthanasized, pathological analysis and western blot were performed. RESULTS: SB202190, TWS119, and astrocyte-conditional knockout NLRP3 all ameliorated the cognitive impairment behaviors induced by AEL in mice and increased mean theta power during novel location exploration. However, it is worth noting that SB202190 may exacerbate postoperative depressive and anxiety-like behaviors in mice, while TWS119 may induce impulsive behaviors. CONCLUSIONS: Our study suggests that anesthesia and surgical procedures induce alterations in mood and cognition, which may be intricately linked to the P38 MAPK/NLRP3 pathway.

8.
Anal Chem ; 85(12): 5746-54, 2013 Jun 18.
Artículo en Inglés | MEDLINE | ID: mdl-23734972

RESUMEN

The research on complicated kinomics and kinase-target drug discovery requires the development of simple, cost-effective, and multiplex kinase assays. Herein, we propose a novel and versatile biosensing platform for the detection of protein kinase activity based on graphene oxide (GO)-peptide nanocomplex and phosphorylation-induced suppression of carboxypeptidase Y (CPY) cleavage. Kinase-catalyzed phosphorylation protects the fluorophore-labeled peptide probe against CPY digestion and induces the formation of a GO/peptide nanocomplex resulting in fluorescence quenching, while the nonphosphopeptide is degraded by CPY to release free fluorophore as well as restore fluorescence. This GO-based nanosensor has been successfully applied to sensitively detect two model kinases, casein kinase (CKII) and cAMP-dependent protein kinase (PKA) with low detection limits of 0.0833 mU/µL and 0.134 mU/µL, respectively. The feasibility of this GO-based sensor was further demonstrated by the assessment of kinase inhibition by staurosporine and H-89, in vitro kinase assay in cell lysates, and simultaneous detection of CKII and PKA activity. Moreover, the GO-based fluorescence anisotropy (FA) kinase assay has been also developed using GO as a FA signal amplifier. The proposed sensor is homogeneous, facile, universal, label-free, and applicable for multiplexed kinase assay, presenting a promising method for kinase-related biochemical fundamental research and inhibitor screening.


Asunto(s)
Técnicas Biosensibles/métodos , Carboxipeptidasas/metabolismo , Proteínas Quinasas Dependientes de AMP Cíclico/metabolismo , Colorantes Fluorescentes/química , Grafito/química , Nanopartículas/química , Óxidos/química , Carboxipeptidasas/análisis , Proteínas Quinasas Dependientes de AMP Cíclico/análisis , Activación Enzimática/fisiología , Colorantes Fluorescentes/metabolismo , Grafito/metabolismo , Humanos , Células MCF-7 , Nanopartículas/metabolismo , Óxidos/metabolismo , Fosforilación/fisiología
9.
Anal Chem ; 84(11): 4746-53, 2012 Jun 05.
Artículo en Inglés | MEDLINE | ID: mdl-22533554

RESUMEN

Protein kinases are significant regulators in the cell signal pathway, and it is difficult to achieve quick kinase detection because traditional kinase assays normally rely on a time-consuming kinase phosphorylation process. Herein, we present a novel one-step strategy to detect protein kinase by using a kinase-specific aptameric peptide-functionalized quartz crystal microbalance (QCM) electrode, in which the detection can be finished in less than 10 min. A peptide kinase inhibitor (IP(20)) was used as the aptameric peptide because of its selective and strong interaction with the target protein kinase (cyclic adenosine monophosphate-dependent protein kinase A, PKA), high stability, and ease of inexpensive synthesis, presenting a new direct recognition element for kinase. The aptameric peptide was immobilized on the Au-coated quartz electrode through dual-thiol anchoring and the binding of His-tagged peptide with a nitrilotriacetic acid/Ni(II) complex, fabricating a highly specific and stable detection platform. The interaction of aptameric peptide with kinase was monitored with the QCM in real time, and the concentration of protein kinase was sensitively measured by the frequency response of the QCM with the low detection limit for PKA at 0.061 mU µL(-1) and a linear range from 0.64 to 22.33 mU µL(-1). This method is rapid and reagentless and does not require a phosphorylation process. The versatility of our aptameric peptide-based strategy has also been demonstrated by the application in kinase assay using electrochemical impedance spectroscopy. Moreover, this method was successfully applied to detect the forskolin/3-isobutyl-1-methylxanthine-stimulated activation of PKA in cell lysate.


Asunto(s)
Aptámeros de Péptidos/química , Técnicas Biosensibles , Proteínas Quinasas Dependientes de AMP Cíclico/análisis , Proteínas Inmovilizadas/química , 1-Metil-3-Isobutilxantina/farmacología , Línea Celular Tumoral , Colforsina/farmacología , Proteínas Quinasas Dependientes de AMP Cíclico/antagonistas & inhibidores , Proteínas Quinasas Dependientes de AMP Cíclico/metabolismo , Espectroscopía Dieléctrica , Electrodos , Oro , Histidina , Humanos , Cinética , Límite de Detección , Ácido Nitrilotriacético/química , Oligopéptidos , Inhibidores de Proteínas Quinasas/farmacología , Tecnicas de Microbalanza del Cristal de Cuarzo
10.
Virol J ; 9: 312, 2012 Dec 19.
Artículo en Inglés | MEDLINE | ID: mdl-23249700

RESUMEN

BACKGROUND: Recent studies have revealed that Mitochondrial Antiviral Signaling (MAVS) protein plays an essential role in the inhibition of viral infection through type I interferon (IFN) pathway. It has been shown that 3C (pro) cysteine protease of coxsackievirus B3 (CVB3) cleaves MAVS to inhibit type I IFNs induction. Other workers also found that MAVS knock-out mice suffered CVB3 susceptibility and severe histopathological change. Accordingly,our experiments were designed to explore the protection of over-expressing MAVS against CVB3 infection and the possible mechanism. RESULTS: In this study, HeLa cells (transfected with MAVS constructs pre- or post- exposure to CVB3) were used to analyze the function of exogenous MAVS on CVB3 infection. The results revealed that though CVB3 infection induced production of type I IFNs, viral replication and cell death were not effectively inhibited. Similarly, exogenous MAVS increased type I IFNs moderately. Morever, we observed robust production of type I IFNs in CVB3 post-infected HeLa cells thereby successfully inhibiting CVB3 infection, as well formation of cytopathic effect (CPE) and cell death. Finally, introduction of exogenous MAVS into CVB3 pre-infected cells also restricted viral infection efficiently by greatly up-regulating IFNs. CONCLUSIONS: In summary, exogenous MAVS effectively prevents and controls CVB3 infection by modulating and promoting the production of type I IFNs. The IFNs level in MAVS over-expressing cells is still tightly regulated by CVB3 infection. Thus, the factors that up-regulate MAVS might be an alternative prescription in CVB3-related syndromes by enhancing IFNs production.


Asunto(s)
Proteínas Adaptadoras Transductoras de Señales/genética , Infecciones por Coxsackievirus/genética , Infecciones por Coxsackievirus/metabolismo , Enterovirus Humano B/fisiología , Interferón Tipo I/biosíntesis , Proteínas Adaptadoras Transductoras de Señales/farmacología , Proliferación Celular/efectos de los fármacos , Efecto Citopatogénico Viral/efectos de los fármacos , Enterovirus Humano B/efectos de los fármacos , Expresión Génica , Células HeLa , Humanos
11.
Plant Physiol Biochem ; 172: 87-100, 2022 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-35038675

RESUMEN

The ZRT, IRT-like protein (ZIP) family plays an essential role in the homeostasis of zinc and iron in plants. However, studies on this family are mainly limited to model species. Here, 12 CsZIPs were identified and investigated the function in Camellia sinensis, being named CsZIP1-12 and divided into four different groups based on phylogenetic relationships. These CsZIPs contained 2-9 TMDs and other conserved motifs for ZIP proteins. And CsZIPs were located in cell membrane, excepting for CsZIP4 and CsZIP6. The expression of CsZIPs were different in varieties and organs of tea plants. They were involved in the response process of abiotic stresses, such as NaCl, drought, cold and exogenous Me-JA. In addition, 31 types of promoter elements were identified in the CsZIPs, including core promoters, light responsiveness, stress responsive and other elements. The CsZIP1, CsZIP2, CsZIP4, CsZIP5, CsZIP6, CsZIP11 and CsZIP12 could be induced by zinc deficiency and 50 µM Zn treatment, but CsZIP7 and CsZIP8 were up regulated by 300 µM Zn. Heterogeneous complementation analysis showed that CsZIP1, CsZIP2, CsZIP7 and CsZIP8 could complement the Zn sensitivity of △zrc1cot1 yeast double mutant. There was a positive correlation between the expression of CsZIPs and secondary metabolites in tea plant. Together, our analysis of CsZIPs could provide comprehensive insights on the structure and function of this protein family in the regulation of zinc and ion homeostasis in the tea plant.


Asunto(s)
Camellia sinensis , Camellia sinensis/genética , Camellia sinensis/metabolismo , Regulación de la Expresión Génica de las Plantas , Filogenia , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Estrés Fisiológico/genética
12.
Nat Commun ; 13(1): 7289, 2022 11 26.
Artículo en Inglés | MEDLINE | ID: mdl-36435865

RESUMEN

The transfer of the concept of chirality from molecules to synthesized nanomaterials has attracted attention amongst multidisciplinary teams. Here we demonstrate heterogeneous nucleation and anisotropic accumulation of Au nanoparticles on multilayer MoS2 planes to form chiroptically functional nanomaterials. Thiol amino acids with chiral conformations modulate asymmetric growth of gold nanoarchitectures on seeds of highly faceted Au/MoS2 heterostructures. Consequently, dendritic plasmonic nanocrystals with partial chiral morphologies are synthesized. The chirality of dendritic nanocrystals inherited from cysteine molecules refers to the structural characteristics and includes specific recognition of enantiomeric molecules. With integration of the intrinsic photothermal properties and inherited enantioselective characteristics, dendritic Au/MoS2 heterostructures exhibit chirality-dependent release of antimicrobial drugs from hydrogel substrates when activated by exogenous infrared irradiation. A three-in-one strategy involving synthesis of chiral dendritic heterostructures, enantioselective recognition, and controlled drug release system is presented, which improves nanomaterial synthetic technology and enhances our understanding of crucial chirality information.


Asunto(s)
Antiinfecciosos , Nanopartículas del Metal , Oro/química , Estereoisomerismo , Nanopartículas del Metal/química , Molibdeno , Antiinfecciosos/farmacología
13.
Technol Health Care ; 29(2): 363-379, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33386835

RESUMEN

BACKGROUND: Medical patients can be diagnosed early, however it is difficult to extract effective features in medical image segmentation based on semantic information. OBJECTIVE: A deep learning based image pixel block feature learning technology is studied in this paper. METHODS: The unlabeled image block sample training stack noise reduction automatic encoder is used to learn and extract the deep features of the image, and construct the initial depth neural network model. The labeled samples are used to fine-tune the initial depth neural network model, the deep features of the image correspond to the category, and the depth neural network model with classification function is obtained. The model is used to classify the pixel block samples in the segmented image and detect the initial segmentation region of brain tumor tissue. Finally, threshold segmentation and morphological methods are used to optimize the initial results to obtain accurate segmentation results of brain tumor tissue. RESULTS: The results show that this method can effectively improve the accuracy and sensitivity of segmentation. The running speed is also greatly improved compared with the traditional machine learning method.


Asunto(s)
Neoplasias Encefálicas , Aprendizaje Profundo , Humanos , Procesamiento de Imagen Asistido por Computador , Aprendizaje Automático , Redes Neurales de la Computación
14.
Mycobiology ; 49(4): 421-433, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34512085

RESUMEN

Morchella is a genus of fungi with the ability to concentrate Cd both in the fruit-body and mycelium. However, the molecular mechanisms conferring resistance to Cd stress in Morchella are unknown. Here, RNA-based transcriptomic sequencing was used to identify the genes and pathways involved in Cd tolerance in Morchella spongiola. 7444 differentially expressed genes (DEGs) were identified by cultivating M. spongiola in media containing 0.15, 0.90, or 1.50 mg/L Cd2+. The DEGs were divided into six sub-clusters based on their global expression profiles. GO enrichment analysis indicated that numerous DEGs were associated with catalytic activity, cell cycle control, and the ribosome. KEGG enrichment analysis showed that the main pathways under Cd stress were MAPK signaling, oxidative phosphorylation, pyruvate metabolism, and propanoate metabolism. In addition, several DEGs encoding ion transporters, enzymatic/non-enzymatic antioxidants, and transcription factors were identified. Based on these results, a preliminary gene regulatory network was firstly proposed to illustrate the molecular mechanisms of Cd detoxification in M. spongiola. These results provide valuable insights into the Cd tolerance mechanism of M. spongiola and constitute a robust foundation for further studies on detoxification mechanisms in macrofungi that could potentially lead to the development of new and improved fungal bioremediation strategies.

15.
Front Vet Sci ; 8: 715710, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34589534

RESUMEN

The objective of this study was to observe the effects of anthocyanin from purple corn on blood biochemical indexes, ruminal fluid fermentation parameters, and the microbial population in goats. A total of 18 Qianbei Ma wether kids (body weight, 21.38 ± 1.61 kg; mean ± standard deviation) were randomly assigned to three groups using a completely randomized design. The group diets were: (1) control, basal diet, (2) treatment 1 (LA), basal diet with 0.5-g/d purple corn pigment (PCP), and (3) treatment 2 (HA), basal diet with 1-g/d PCP. The results showed that supplementation of PCP anthocyanin increased (P < 0.05) crude protein and gross energy digestibilities compared to the control. Compared to the control group, the inclusion of anthocyanin-rich PCP led to significantly increased (P < 0.05) plasma reduced glutathione and peroxidase concentrations. Goats receiving PCP had increased (P < 0.05) ruminal fluid acetic acid and a higher ratio of acetate to propionate, while the propionic acid, butyric acid, valeric acid, isobutyric acid, and isovaleric acid levels had decreased (P < 0.05). There was no significant difference (P > 0.05) in ruminal fluid alpha bacterial diversity among the three groups. At the phylum level, the feeding of PCP had significant effect (P < 0.05) on the abundances of Actinobacteriota, Proteobacteria, Elusimicrobiota, WPS-2, and Cyanobacteria. At the genus level, HA group had lower (P < 0.05) Prevotellaceae_NK3B31_group abundance compared to the other groups. In addition, significant differences (P < 0.05) were also observed for the ruminal fluid Eubacterium_nodatum_group, Amnipila, Ruminiclostridium, U29-B03, unclassified_c_Clostridia, Pyramidobacter, Anaeroplasma, UCG-004, Atopobium, norank_f_norank_o_Bradymonadales, Elusimicrobium, norank_f_norank_o_norank_c_norank_p_WPS-2, norank_f_Bacteroidales_UCG-001, and norank_f_norank_o_Gastranaerophilales among all groups. Taken together, the inclusion of anthocyanin-rich PCP increased the antioxidant potential, improved rumen volatile fatty acids, and induced a shift in the structure and relative abundance of ruminal microbiota in growing goats.

16.
BMC Biotechnol ; 10: 36, 2010 May 06.
Artículo en Inglés | MEDLINE | ID: mdl-20444290

RESUMEN

BACKGROUND: Quantum dots (QDs) have been considered as a new and efficient probe for labeling cells non-invasively in vitro and in vivo, but fairly little is known about how QDs are eliminated from cells after labeling. The purpose of this study is to investigate the metabolism of QDs in different type of cells. RESULTS: Mouse embryonic stem cells (ESCs) and mouse embryonic fibroblasts (MEFs) were labeled with QD 655. QD-labeling was monitored by fluorescence microscopy and flow cytometry for 72 hours. Both types of cells were labeled efficiently, but a quick loss of QD-labeling in ESCs was observed within 48 hours, which was not prevented by inhibiting cell proliferation. Transmission electron microscope analysis showed a dramatic decrease of QD number in vesicles of ESCs at 24 hours post-labeling, suggesting that QDs might be degraded. In addition, supernatants collected from labeled ESCs in culture were used to label cells again, indicating that some QDs were excreted from cells. CONCLUSION: This is the first study to demonstrate that the metabolism of QDs in different type of cells is different. QDs were quickly degraded or excreted from ESCs after labeling.


Asunto(s)
Células Madre Embrionarias/metabolismo , Puntos Cuánticos , Animales , Línea Celular , Proliferación Celular , Supervivencia Celular , Citometría de Flujo , Ratones , Microscopía Electrónica de Transmisión , Microscopía Fluorescente , Coloración y Etiquetado
17.
Oncol Lett ; 19(5): 3451-3458, 2020 May.
Artículo en Inglés | MEDLINE | ID: mdl-32269618

RESUMEN

The aim of the present study was to identify a novel strategy that predicts the metastatic status of lymph nodes (LNs) in patients diagnosed with colorectal cancer, using detailed characteristics of contrast-enhanced CT scan images. A total of 284 preoperative CT scans derived from patients diagnosed with colorectal cancer at Second Affiliated Hospital, Zhejiang University School of Medicine between January 2013 and July 2018 were retrospectively reviewed. A total of 794 LNs were assessed for size, margins, morphology and subtle internal enhancements in the equilibrium phase. Imaging features were analyzed by two abdominal radiologists (Department of Radiology, Second Affiliated Hospital, Zhejiang University School of Medicine and Departments of Radiology; Shaoxing Second Hospital Departments of Radiology, Shaoxing Second Hospital) in a blind manner. If the conclusions were not concordant, the final score was determined by a senior radiologist who specialized in abdominal radiology for ≥30 years. According to the histopathology results, 27.3% (217/794) of LNs were metastatic (LN+). In addition, LNs >10 mm in size demonstrated sensitivity, specificity, positive predictive values (PPVs) and negative predictive values (NPVs) of 47.0, 80.9, 48.1 and 80.2%, respectively [odds ratio (OR), 3.77; 95% confidence interval (CI), 2.69-5.28]. LNs in the shape of a kidney bean (middle fat depression like kidney) and/or those with an oblong shape were more likely to be metastasis negative LNs (LN-), while lobulated and irregular LNs were more likely to be LN+. In magnified images, internal enhancement characteristics of LN- were defined as homogeneous, spotted, striped and core enhancing. By contrast, rim and heterogeneity enhancement features for LN+ demonstrated sensitivity, specificity, PPVs and NPVs of 46.5, 89.9, 63.5 and 81.7%, respectively (OR, 7.79; 95% CI, 5.33-11.40). The results demonstrated that the internal enhancement features of LNs may be used as a predictor of metastasis. The detailed benign characteristics, such as homogeneity, spotted, striped and core enhancement of LNs may facilitate the identification of LN- in patients with colorectal cancer.

18.
Guang Pu Xue Yu Guang Pu Fen Xi ; 29(7): 1759-63, 2009 Jul.
Artículo en Zh | MEDLINE | ID: mdl-19798934

RESUMEN

Using 25 soil samples with known textural compositions, 2 types of NIR instruments, 3 spectral methods associated with 3 spectrum ranges and 3 sampling intervals, the approach to soil textural classification was investigated. From the results obtained, the following conclusions can be drawn: (1) The chemical information could be identified from the peak of the spectral curves, whereas the slope and intercept of spectral curves concerning soil texture resulted from the physical properties of soil samples. Moreover, the intensity of chemical and physical properties varied in different spectra; (2) The distinguishing ability of NIR was limited, depending on the classification criterion proposed; (3) Being tested with four classifaction criterions, the maximal predicting probability was 72%. In the case of sand < 70% and clay < 40%, the maximum was up to 85%; (4) Either acquiring scatter information from the surface of soil samples or extending spectral bands could improve the predicting probability.

19.
Artículo en Zh | WPRIM | ID: wpr-1028763

RESUMEN

AIM To evaluate the quality of Beidougen Formula Granules.METHODS Fifteen batches of standard decoctions and three batches of formula granules were prepared,after which paste rate and contents,transfer rates of magnoflorine,daurisoline,dauricine were determined.HPLC specific chromatograms were established,and cluster analysis was adopted in chemical pattern recognition.RESULTS For three batches of formula granules,the paste rates were 15.1%-16.6%,the contents of magnoflorine,daurisoline,dauricine were 18.93-19.39,9.42-9.60,6.79-6.85 mg/g with the transfer rates of 34.42%-35.25%,43.81%-44.65%,27.27%-27.51%from decoction pieces to formula granules,respectively,and there were seven characteristic peaks in the specific chromatograms with the similarities of more than 0.95,which demonstrated good consistence with those of standard decoctions and accorded with related limit requirements.Fifteen batches of standard decoctions were clustered into two types,and the medicinal materials produced from Jilin,Hebei,Shangdong could be used for the preparation of formula granules.CONCLUSION This reasonable and reliable method can provide references for the quality control and clinical application of Beidougen Formula Granules.

20.
RSC Adv ; 8(33): 18272-18283, 2018 May 17.
Artículo en Inglés | MEDLINE | ID: mdl-35541145

RESUMEN

A multi-functional anti-pathogen coating with "release-killing", "contact-killing" and "anti-adhesion" properties was prepared from biocompatible polymer encapsulated chlorine dioxide (ClO2) which protected the active ingredient from the outside environment. A slow sustained-release of ClO2 from micelles over fifteen days was detected for long-term release-killing. Micelles only release ClO2 on demand in minimum inhibitory concentrations. We prepared nanoparticles which were covalently clustered on micelle surfaces to improve contact-killing as well as to improve the stability of the micelle. Copper nanoparticles were generated using the biosynthesis method including l-vitamin C, which avoids the toxicity and allows for the preparation of copper nanoparticles in a green environment. Synergistic anti-pathogen activity could be generated by a combination of micelle released ClO2 and ascorbic acid. In addition to release-killing and contact-killing, a pluronic polymer coated surface also provides an additional "anti-adhesion" property through its protein-repelling ability. In this research, the designed coating demonstrated a broad-spectrum of activity to kill drug-resistant bacteria, viruses and spores in short period of time. Based on scanning electron microscopy (SEM), transmission electron microscopy (TEM) and anti-oxidase assays, we found that the designed coatings killed the pathogens via bio-oxidation. We also carried out acute respiratory toxicity tests in this research. Analysis of blood samples, lung function and histopathological slices indicated that the synthesized micelles allowed a controlled and sustained release of ClO2 to kill pathogens while maintaining an overall ClO2 concentration in the air within a safe range.

SELECCIÓN DE REFERENCIAS
Detalles de la búsqueda