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Plants delicately regulate endogenous auxin levels through the coordination of transport, biosynthesis, and inactivation, which is crucial for growth and development. While it is well-established that the actin cytoskeleton can regulate auxin levels by affecting polar transport, its potential role in auxin biosynthesis has remained largely unexplored. Using LC-MS/MS-based methods combined with fluorescent auxin marker detection, we observed a significant increase in root auxin levels upon deletion of the actin bundling proteins AtFIM4 and AtFIM5. Fluorescent observation, immunoblotting analysis, and biochemical approaches revealed that AtFIM4 and AtFIM5 affect the protein abundance of the key auxin synthesis enzyme YUC8 in roots. AtFIM4 and AtFIM5 regulate the auxin synthesis enzyme YUC8 at the protein level, with its degradation mediated by the 26S proteasome. This regulation modulates auxin synthesis and endogenous auxin levels in roots, consequently impacting root development. Based on these findings, we propose a molecular pathway centered on the 'actin cytoskeleton-26S proteasome-YUC8-auxin' axis that controls auxin levels. Our findings shed light on a new pathway through which plants regulate auxin synthesis. Moreover, this study illuminates a newfound role of the actin cytoskeleton in regulating plant growth and development, particularly through its involvement in maintaining protein homeostasis via the 26S proteasome.
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BACKGROUND: Self-monitoring is crucial for behavioral weight loss. However, few studies have examined the role of self-monitoring using mixed methods, which may hinder our understanding of its impact. METHODS: This study examined self-monitoring data from 61 Chinese adults who participated in a 5-week online group intervention for weight loss. Participants reported their baseline Body Mass Index (BMI), weight loss motivation, and engaged in both daily quantitative self-monitoring (e.g., caloric intake, mood, sedentary behavior, etc.) and qualitative self-monitoring (e.g., daily log that summarizes the progress of weight loss). The timeliness of participants' daily self-monitoring data filling was assessed using a scoring rule. One-way repeated measurement ANOVA was employed to analyze the dynamics of each self-monitoring indicator. Correlation and regression analyses were used to reveal the relationship between baseline data, self-monitoring indicators, and weight change. Content analysis was utilized to analyze participants' qualitative self-monitoring data. Participants were categorized into three groups based on their weight loss outcomes, and a chi-square test was used to compare the frequency distribution between these groups. RESULTS: After the intervention, participants achieved an average weight loss of 2.52 kg (SD = 1.36) and 3.99% (SD = 1.96%) of their initial weight. Daily caloric intake, weight loss satisfaction, frequency of daily log, and the speed of weight loss showed a downward trend, but daily sedentary time gradually increased. Moreover, regression analysis showed that baseline BMI, weight loss motivation, and timeliness of daily filling predicted final weight loss. Qualitative self-monitoring data analysis revealed four categories and nineteen subcategories. A significant difference in the frequency of qualitative data was observed, with the excellent group reporting a greater number of daily logs than expected in all categories and most subcategories, and the moderate and poor groups reporting less than expected in all categories and most subcategories. CONCLUSION: The self-monitoring data in short-term online group intervention exhibited fluctuations. Participants with higher baseline BMI, higher levels of weight loss motivation, and timely self-monitoring achieved more weight loss. Participants who achieved greater weight loss reported a higher quantity of qualitative self-monitoring data. Practitioners should focus on enhancing dieters' weight loss motivation and promote adherence to self-monitoring practices.
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Conductas Relacionadas con la Salud , Pérdida de Peso , Adulto , Humanos , Índice de Masa Corporal , Terapia Conductista/métodos , Ingestión de EnergíaRESUMEN
OBJECTIVES: To compare the repair effects of different doses of human umbilical cord mesenchymal stem cells (hUC-MSCs) on white matter injury (WMI) in neonatal rats. METHODS: Two-day-old Sprague-Dawley neonatal rats were randomly divided into five groups: sham operation group, WMI group, and hUC-MSCs groups (low dose, medium dose, and high dose), with 24 rats in each group. Twenty-four hours after successful establishment of the neonatal rat white matter injury model, the WMI group was injected with sterile PBS via the lateral ventricle, while the hUC-MSCs groups received injections of hUC-MSCs at different doses. At 14 and 21 days post-modeling, hematoxylin and eosin staining was used to observe pathological changes in the tissues around the lateral ventricles. Real-time quantitative polymerase chain reaction was used to detect the quantitative expression of myelin basic protein (MBP) and glial fibrillary acidic protein (GFAP) mRNA in the brain tissue. Immunohistochemistry was employed to observe the expression levels of GFAP and neuron-specific nuclear protein (NeuN) in the tissues around the lateral ventricles. TUNEL staining was used to observe cell apoptosis in the tissues around the lateral ventricles. At 21 days post-modeling, the Morris water maze test was used to observe the spatial learning and memory capabilities of the neonatal rats. RESULTS: At 14 and 21 days post-modeling, numerous cells with nuclear shrinkage and rupture, as well as disordered arrangement of nerve fibers, were observed in the tissues around the lateral ventricles of the WMI group and the low dose group. Compared with the WMI group, the medium and high dose groups showed alleviated pathological changes; the arrangement of nerve fibers in the medium dose group was relatively more orderly compared with the high dose group. Compared with the WMI group, there was no significant difference in the expression levels of MBP and GFAP mRNA in the low dose group (P>0.05), while the expression levels of MBP mRNA increased and GFAP mRNA decreased in the medium and high dose groups. The expression level of MBP mRNA in the medium dose group was higher than that in the high dose group, and the expression level of GFAP mRNA in the medium dose group was lower than that in the high dose group (P<0.05). Compared with the WMI group, there was no significant difference in the protein expression of GFAP and NeuN in the low dose group (P>0.05), while the expression of NeuN protein increased and GFAP protein decreased in the medium and high dose groups. The expression of NeuN protein in the medium dose group was higher than that in the high dose group, and the expression of GFAP protein in the medium dose group was lower than that in the high dose group (P<0.05). Compared with the WMI group, there was no significant difference in the number of apoptotic cells in the low dose group (P>0.05), while the number of apoptotic cells in the medium and high dose groups was less than that in the WMI group, and the number of apoptotic cells in the medium dose group was less than that in the high dose group (P<0.05). Compared with the WMI group, there was no significant difference in the escape latency time in the low dose group (P>0.05); starting from the third day of the latency period, the escape latency time in the medium dose group was less than that in the WMI group (P<0.05). The medium and high dose groups crossed the platform more times than the WMI group (P<0.05). CONCLUSIONS: Low dose hUC-MSCs may yield unsatisfactory repair effects on WMI in neonatal rats, while medium and high doses of hUC-MSCs have significant repair effects, with the medium dose demonstrating superior efficacy.
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Animales Recién Nacidos , Trasplante de Células Madre Mesenquimatosas , Ratas Sprague-Dawley , Cordón Umbilical , Sustancia Blanca , Animales , Ratas , Humanos , Cordón Umbilical/citología , Sustancia Blanca/patología , Sustancia Blanca/metabolismo , Proteína Ácida Fibrilar de la Glía/metabolismo , Proteína Ácida Fibrilar de la Glía/genética , Proteína Ácida Fibrilar de la Glía/análisis , Células Madre Mesenquimatosas , Proteína Básica de Mielina/genética , Proteína Básica de Mielina/análisis , Proteína Básica de Mielina/metabolismo , Masculino , Apoptosis , Femenino , ARN Mensajero/análisis , ARN Mensajero/metabolismoRESUMEN
Correction for 'Magnetotransport and magnetic properties of Cr-modified Mn2Sb epitaxial thin films' by Ting-Wei Chen et al., Phys. Chem. Chem. Phys., 2023, 25, 5785-5794, https://doi.org/10.1039/D2CP05442F.
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High-quality Mn2-xCrxSb (x = 0.01, 0.04, and 0.1) epitaxial thin films were grown on SrTiO3 (STO) (001) single-crystal substrates using molecular beam epitaxy. Magnetotransport and magnetic measurements reveal that the x = 0.01 sample undergoes a quasi-ferrimagnetic (I) [Q-FIM(I)]-to-ferrimagnetic (II) [FIM(II)] spin reorientation (SR) transition and a giant magnetoresistance (MR) associated first-order ferrimagnetic(II)-to-antiferromagnetic (AFM) phase transition upon cooling, resulting in the AFM ground state with a weak in-plane net moment. Upon increasing the doping level from x = 0.01 to 0.1, both the SR transition and the first-order magnetic transition are suppressed. For x = 0.1, the former transition is suppressed, leaving only the Q-FIM(I)-to-AFM transition within the whole temperature region. TAFM-FIM shows almost similar changes upon the application of either in-plane or out-of-plane magnetic fields. TAFM-FIM values of the x = 0.01 and 0.04 samples are much higher than those of the Mn2-xCrxSb bulk with similar doping levels, which can be understood by the clamping effect from STO substrates. For each thin-film sample, the MR effect is observed near TAFM-FIM and disappears in the high temperature Q-FIM(I) phase and low temperature AFM phase, indicating that MR is related to the spin-dependent electron scattering during the first-order magnetic phase transition. Based on the magnetotransport and magnetic data, a magnetic phase diagram is established for the Mn2-xCrxSb films in the low doping level region.
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BACKGROUND: An important conceptual advance in health and the environment has been recognized that enzymes play a key role in the green processing industries. Of particular interest, chitosanase is beneficial for recycling the chitosan resource and producing chitosan oligosaccharides. Also, chitosan gene expression and molecular characterization will promote understanding of the biological function of bacterial chitosanase as well as explore chitosanase for utilizing chitosan resources. RESULTS: A chitosanase-producing bacterium TY24 was isolated and identified as Bacillus cereus. Moreover, the chitosanase gene was cloned and expressed in Escherichia coli. Sequence analysis reveals that the recombinant chitosanase (CHOE) belongs to the glycoside hydrolases 8 family. The purified CHOE has a molecular weight of about 48 kDa and the specific activity of 1150 U/mg. The optimal pH and temperature of CHOE were 5.5 and 65 °C, respectively. The enzyme was observed stable at the pH range of 4.5-7.5 and the temperature range of 30-65 °C. Especially, the half-life of CHOE at 65 °C was 161 min. Additionally, the activity of CHOE was remarkably enhanced in the presence of Mn2+, Cu2+, Mg2+ and K+, beside Ca2+ at 5 mM. Especially, the activity of CHOE was enhanced to more than 120% in the presence of 1% of various surfactants. CHOE exhibited the highest substrate specificity toward colloid chitosan. CONCLUSION: A bacterial chitosanase was cloned from B. cereus and successfully expressed in E. coli (BL21) DE3. The recombinant enzyme displayed good stability under acid pH and high-temperature conditions.
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Bacillus cereus , Quitosano , Bacillus cereus/genética , Bacillus cereus/metabolismo , Quitosano/metabolismo , Escherichia coli/genética , Escherichia coli/metabolismo , Glicósido Hidrolasas/química , Clonación Molecular , Concentración de Iones de HidrógenoRESUMEN
Intracellular tau accumulation forming neurofibrillary tangles is hallmark pathology of Alzheimer's disease (AD), but how tau accumulation induces synapse impairment is elusive. By overexpressing human full-length wild-type tau (termed hTau) to mimic tau abnormality as seen in the brain of sporadic AD patients, we find that hTau accumulation activates JAK2 to phosphorylate STAT1 (signal transducer and activator of transcription 1) at Tyr701 leading to STAT1 dimerization, nuclear translocation, and its activation. STAT1 activation suppresses expression of N-methyl-D-aspartate receptors (NMDARs) through direct binding to the specific GAS element of GluN1, GluN2A, and GluN2B promoters, while knockdown of STAT1 by AAV-Cre in STAT1flox/flox mice or expressing dominant negative Y701F-STAT1 efficiently rescues hTau-induced suppression of NMDAR expression with amelioration of synaptic functions and memory performance. These findings indicate that hTau accumulation impairs synaptic plasticity through JAK2/STAT1-induced suppression of NMDAR expression, revealing a novel mechanism for hTau-associated synapse and memory deficits.
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Regulación de la Expresión Génica , Trastornos de la Memoria/genética , Trastornos de la Memoria/metabolismo , Receptores de N-Metil-D-Aspartato/genética , Factor de Transcripción STAT1/metabolismo , Proteínas tau/metabolismo , Enfermedad de Alzheimer/genética , Enfermedad de Alzheimer/metabolismo , Enfermedad de Alzheimer/psicología , Animales , Modelos Animales de Enfermedad , Susceptibilidad a Enfermedades , Humanos , Janus Quinasa 2/metabolismo , Trastornos de la Memoria/psicología , Ratones , Modelos Biológicos , Plasticidad Neuronal , Fosforilación , Regiones Promotoras Genéticas , Unión Proteica , Dominios y Motivos de Interacción de Proteínas , Transporte de Proteínas , Receptores de N-Metil-D-Aspartato/metabolismo , Transducción de Señal , Proteínas tau/genéticaRESUMEN
The aim was to investigate the role of the α7nAChR-mediated cholinergic anti-inflammatory pathway in vagal nerve regulated atrial fibrillation (AF).18 beagles (standard dogs for testing) were used in this study, and the effective refractory period (ERP) of atrium and pulmonary veins and AF inducibility were measured hourly during rapid atrial pacing at 800 beats/minute for 6 hours in all beagles. After cessation of 3 hours of RAP, the low-level vagal nerve stimulation (LL-VNS) group (n = 6) was given LL-VNS and injection of salinne (0.5 mL/GP) into four GPs, the methyllycaconitine (MLA, the antagonist of α7nAChR) group (n = 6) was given LL-VNS and injection of MLA into four GPs, and the Control group (n = 6) was given saline into four GPs and the right cervical vagal nerve was exposed without stimulation. Then, the levels of the tumor necrosis factor-alpha (TNF-α), interleukin-6 (IL-6), acetylcholine (ACh), STAT3, and NF-κB proteins were measured. During the first 3 hours of RAP, the ERPs gradually decreased while the dispersion of ERPs (dERPs) and AF inducibility gradually increased in all three groups. During the last 3 hours of 6 hours' RAP in this study, the ERPs in the LL-VNS group were higher, while the dERPs and AF inducibility were significantly lower when compared with the Control and MLA groups at the same time points. The levels of ACh in the serum and atrium in the LL-VNS and MLA groups were higher than in the Control group, and the levels of TNF-α and IL-6 were higher in the Control and MLA groups than in the LL-VNS group. The concentrations of STAT3 in RA and LA tissues were higher in the LL-VNS group while those of NF-κB were lower.In conclusion, the cholinergic anti-inflammatory pathway mediated by α7nACh plays an important role in low-level vagal nerve-regulated AF.
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Aconitina/análogos & derivados , Fibrilación Atrial/fisiopatología , Neuroinmunomodulación/efectos de los fármacos , Nervio Vago/efectos de los fármacos , Receptor Nicotínico de Acetilcolina alfa 7/antagonistas & inhibidores , Acetilcolina/sangre , Aconitina/administración & dosificación , Aconitina/farmacología , Animales , Estimulación Cardíaca Artificial/efectos adversos , Estimulación Cardíaca Artificial/métodos , Estudios de Casos y Controles , Modelos Animales de Enfermedad , Perros , Atrios Cardíacos/inervación , Atrios Cardíacos/fisiopatología , Interleucina-6/sangre , FN-kappa B/sangre , Antagonistas Nicotínicos/administración & dosificación , Antagonistas Nicotínicos/farmacología , Venas Pulmonares/inervación , Venas Pulmonares/fisiopatología , Periodo Refractario Electrofisiológico/efectos de los fármacos , Factor de Transcripción STAT3/sangre , Factor de Necrosis Tumoral alfa/sangre , Estimulación del Nervio Vago/efectos adversos , Estimulación del Nervio Vago/métodosRESUMEN
Astragali Radix is one of the most commonly used medicinal materials. In recent years, its cultivated varieties and a variety of adulterants have flooded the market, which makes its quality uneven, and the development of quality control methods has become a research hotspot. Therefore, figuring out the quality markers of Astragali Radix is of great significance for its comprehensive evaluation. In this study, the fingerprints of 15 batches of Astragali Radix were established by HPLC, and the main components causing intergroup differences were screened out by PLS-DA. On the basis of literature review and network pharmacology analysis, the targets and pathways of active ingredients were obtained from SwissTargetPrediction, PubChem Compound and other databases, and then the "component-target-pathway" network was constructed with Cytoscape 3.7.1 for the prediction of potential quality markers. Twenty-eight common peaks were identified in the established fingerprint, and three differential components were selected as potential quality markers for Astragali Radix, which were astragaloside â £, calycosin-7-O-ß-D-glucoside and ononin. The proposed method based on HPLC fingerprint of Astragali Radix is convenient and feasible, facilitating the improvement in its quality control.
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Planta del Astrágalo , Medicamentos Herbarios Chinos , Cromatografía Líquida de Alta Presión , Raíces de Plantas , Control de CalidadRESUMEN
This Radix study cum aims Melle to explore(HRPM)the on efficacy spleen differences deficiency between syndrome.modeling Astragali A Radix of Praeparata110cum rats Melle were(ARPM)randomized fatigue),and into rats Hedysari a Praeparata(n qi total irregular HRPM male diet,SD diarrhea,control were(n Yiqi=10)the=100).Pill group fied and model a modeling group,group Buzhong After(BYP)(through ARPM and the HRPM-H),classimedium-dose into(ARPM-M raised group,and high-dose(ARPM-H each and Rats BYP and under HRPM-M),normal and low-dose and(ARPM-L in and group HRPM-L)were groups,continuously10rats induced.were in group.the in group the were18.9,control given group were g·kg~(-1)conditions while those the the model Rats respectively in18.912.6,BYP kg~(-1)water extract,decoction those in ARPM/HRPM-H,the-M,dosage lasted and of-L groups treated the with control and model6.3group g·rewere motilin determined m L·kg~(-1)·day~(-1).days.of dose Spleen ARPM/HRPM of in water.morning,The at the10Rats spleen in index group thymus and index ceived equal calculated.(MTL),distilled tissue administration to15observe Then the and Routine of each group D-xylose,were was(IL-2),the subjected HE stainingγ(IFN-γ),lower to the pathological changes.(IgA),blood gastric indexes,mucosa index,interleukin-2group.interferon group immunoglobulin of A and spleen pepsin index,of in Ig A,IL-2spleen IFN-γ,control each MTL,levels Rats pepsin the in model(P<0.01),had higher levels routine(P<0.01),blood and indexes,more thymus lesions D-xylose,the and in index,level decreased HRPM-L of IL-2severe compared spleen with than the those model in group.thymus group.that(P<0.05group,P<0.01)index administration thymus groups Ig A or spleen as that and in spleen routine Except index,spleen the Ig A,index,group and were in in ARPM-M model group,group,index,indexes,P<0.01)and thymus MTL index,those in ARPM-L insignificantly Ig A,different pepsin from other those in the the blood index,compared IFN-γ,group,(P<0.05The D-xylose,model MTL,spleen and lesions high-dose in each administration administration groups group increased relieved.blood or comparison as of with HRPM in as the folARPM and the effect in and were white and result than ARPM and is of lows:(P stronger<0.05),of medium-dose high-dose HRPM HRPM on IL-2cell high-dose of(WBC)and count medium-dose the HRPM and corresponding doses than IFN-γmore ARPM the obvious effect(P<0.05of on evident(P<0.05of impact P<0.01),on low-dose between the on corresponD-xylose P<0.01),doses ding MTL doses than Meanwhile,in of or more high-dose,and medium-dose,difference HRPM the and indexes.corresponding there of ARPM in or IL-2no levels in the HRPM-L effect and two groups,on but conclusion,other the both functions IFN-γwas group no was difference more the than recovery that of the and ARPM-H between(IL-2,P<0.01;ARPM-L recovery HRPM the IFN-γ,P<0.05).HRPM-H and obvious therapeutic in rats group qi In ARPM dose have are certain equivalent,effects on with spleen function deficiency.the Specifically,is the better difference immunomodulatory of two at g·low kg~(-1).and but the promote immunomodulatory the of former rats significantly ARPM.than that between of the later two at in the dose>18.9HRPM promotion can of better digestion digestion absorption and may absorption due of than The immunoregulation and be to the difference in clinical medication.
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Planta del Astrágalo , Medicamentos Herbarios Chinos , Animales , Raíces de Plantas , Ratas , BazoRESUMEN
BACKGROUND: Glutathione S-transferase omega 1 (GSTO1), as a member of the glutathione S-transferase (GST) family genes, has been discovered to be up-regulated in several cancer cell lines which exhibited strong aggressiveness. However, the function of GSTO1 on cutaneous malignant melanoma (CMM) has not been illuminated. METHODS: Outcome of expression level and prognosis of GSTO1 were obtained from Oncomine and TCGA database. The specific effects of GSTO1 on the characteristics and regulatory mechanism of CMM cells were demonstrated by cell counting kit-8, colony formation, flow cytometry, and transwell assays in vitro. Western blot was employed to analyze the expression of proliferating cell nuclear antigen (PCNA), p53 and epithelial-to-mesenchymal (EMT) related proteins. RESULTS: We observed that GSTO1 was up-regulated in CMM samples when compared with the corresponding controls. Moreover, patients in CMM with high expression of GSTO1 were more likely to have a poor prognosis. Through in vitro experiments, silenced GSTO1 resulted in inhibition of CMM cells growth and aggressiveness, increased cell apoptosis, and blocked cell cycle. Finally, the expression of PCNA, p53 and EMT-related proteins were changed due to reduction of GSTO1. CONCLUSIONS: To sum up, our outcomes exhibited that weakening GSTO1 reduced the proliferation and mobility of CMM cells, increased the apoptosis ability of CMM cells, and arrested cell cycle at G1 phase, which can be achieved by affecting the expression of PCNA, p53 and the EMT process. This discovery provided a new perspective for elucidating the mechanism of CMM, and offered theoretical support for searching clinical therapeutic targets in the future.
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Glutatión Transferasa/metabolismo , Melanoma/metabolismo , Neoplasias Cutáneas/metabolismo , Apoptosis/fisiología , Ciclo Celular/fisiología , Línea Celular , Línea Celular Tumoral , Proliferación Celular/fisiología , Transición Epitelial-Mesenquimal/fisiología , Humanos , Melanoma/patología , Pronóstico , Antígeno Nuclear de Célula en Proliferación/metabolismo , Neoplasias Cutáneas/patología , Proteína p53 Supresora de Tumor/metabolismo , Regulación hacia Arriba/fisiología , Melanoma Cutáneo MalignoRESUMEN
This study was aimed to evaluate the long-term effects of telbivudine (LdT) in the treatment of chronic hepatitis B (CHB) and HBV-related liver cirrhosis (LC) and to observe the changes of immunological responses during LdT treatment. Clinical data of 80 CHB and 28 HBV-related LC patients who were administered with LdT for 108 weeks and followed up were retrospectively analyzed. The liver function indicators including ALT, AST and γ-GT, HBV DNA copy number in serum and the rates of hepatitis B e antigen (HBeAg) seroconversion were analyzed before and 12, 24, 36, 48, 60, 72, 84, 96 and 108 weeks after LdT treatment in CHB and LC groups. Four serum fibrosis-related markers, including hyaluronic acid (HA), human laminin (LN), human type IV collagen (IV-C) and human N-terminal procollagen III peptide (PC-III), were detected before and after LdT treatment in LC group. The results showed favorable viral suppression and biochemical responses after treatment with LdT for 12 weeks, and a high rate of virological and biochemical control was maintained during the course of 108-week treatment in both CHB and LC groups. The four fibrosis-related markers, especially HA and LN, were down-regulated to some degrees in LC group. Moreover, LdT treatment led to the fluctuation of the circulating interferon-γ (IFN-γ) and interleukin-10 (IL-10) levels at different time points in CHB group. It was concluded that LdT could favorably lead to the virological suppression and biochemical remission. Besides, IFN-γ and IL-10 may represent a suitable and effective predictor of responsiveness during LdT therapy.
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Antivirales/uso terapéutico , Hepatitis B Crónica/tratamiento farmacológico , Cirrosis Hepática/tratamiento farmacológico , Timidina/análogos & derivados , Adulto , Anciano , Femenino , Hepatitis B Crónica/inmunología , Humanos , Cirrosis Hepática/inmunología , Masculino , Persona de Mediana Edad , Telbivudina , Timidina/uso terapéuticoRESUMEN
Jujube was rich in nutrition and variety. In different varieties, there were very different from the market price to the qualities of internal and external. In order to realize the rapid and non-destructive detection of fresh jujubes' classification, Ban jujube, Jixin jujube and Xiang jujube were selected as research objects to collect their visible/near infrared spectral data dynamically. A combination of Moving Smoothing and Multiplicative Scatter Correction (MSC) was applied as the pretreatment method. After the pretreatment, the characteristic wavelengths extracted by Successive Projections Algorithm (SPA) were 980 nm, 1860, 1341, 1386, 2096, 1831, 1910, 1628, 441, 768 and 601 nm, respectively. And the importance reduced in accordance with the order. The 11 characteristic wavelengths were adopted as input variable to established Extreme Learning Machine (ELM) classification model, which was used for prediction. Comparing the ELM model's classification accuracy with other methods' classification accuracy such as Partial Least Squares Discriminant Analysis (PLS-DA) and Least Squares Support Vecor Machines (LS-SVM), the result indicated that: the R2 and the RMSEC of the SPA-ELM model was 0.97238 and 0.018724, respectively. The classification accuracy of the SPA-ELM model was 100% as good as the SPA-PLS-DA and SPA-LS-SVM. ELM was an effective classification method. This study provides a new theoretical basis for detection of fresh jujubes' classification.
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Análisis de los Alimentos/métodos , Frutas , Máquina de Vectores de Soporte , Ziziphus , Algoritmos , Análisis Discriminante , Calidad de los Alimentos , Análisis de los Mínimos Cuadrados , Aprendizaje Automático , Modelos Teóricos , Espectroscopía Infrarroja CortaRESUMEN
Nondestructive detection of external and internal quality parameters of jujube is crucial for improving jujube's shelf life and industry production. Hyperspectral imaging is an emerging technique that integrates conventional imaging and spectroscopy to acquire both spatial and spectral information from a sample. It takes the advantages of the conventional RGB, near-infrared spectroscopy, and multi-spectral imaging. In this work, hyperspectral imaging technology covered the range of 450~1000 nm has been evaluated for nondestructive determination of "natural defects" (shrink, crack, insect damage and peck injury) and soluble solids content (SSC) in Huping jujube fruit. 400 RGB images were acquired through four different defect (50 for each stage) and normal (200) classes of the Huping jujube samples. After acquiring hyperspectral images of Huping jujube fruits, the spectral data were extracted from region of interests (ROIs). Using Kennard-Stone algorithm, all kinds of samples were randomly divided into training set (280) and test set (120) according to the proportion of 3:1. Seven principal components (PCs) were selected based on principal component analysis (PCA), and seven textural feature variables (contrast, correlation, energy, homogeneity, variance, mean and entropy) were extracted by gray level co-occurrence matrix (GLCM). The least squares support vector machine (LS-SVM) models were built based on the PCs spectral, textural, combined PCs and textural features, respectively. The satisfactory results show the correct discrimination rate of 92.5% for the prediction samples, as well as correlation coefficient (Rp) of 0.944 for the prediction set to calculate SSC content based on PCs and textural features. The study demonstrated that hyperspectral image technique can be a reliable tool to simultaneous detection of external ("natural defects") and internal (SSC) quality parameters of Huping jujube fruits, which provided a theoretical reference for nondestructive detection of jujube fruit.
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Análisis de los Alimentos/métodos , Frutas/química , Ziziphus/química , Calidad de los Alimentos , Análisis de los Mínimos Cuadrados , Análisis de Componente Principal , Análisis Espectral , Máquina de Vectores de SoporteRESUMEN
Hyperspectral imaging technology covered the range of 380-1000 nm was employed to detect defects (bruise and insect damage) of hawthorn fruit. A total of 134 samples were collected, which included damage fruit of 46, pest fruit of 30, injure and pest fruit of 10 and intact fruit of 48. Because calyx · s⻹ tem-end and bruise/insect damage regions offered a similar appearance characteristic in RGB images, which could produce easily confusion between them. Hence, five types of defects including bruise, insect damage, sound, calyx, and stem-end were collected from 230 hawthorn fruits. After acquiring hyperspectral images of hawthorn fruits, the spectral data were extracted from region of interest (ROI). Then, several pretreatment methods of standard normalized variate (SNV), savitzky golay (SG), median filter (MF) and multiplicative scatter correction (MSC) were used and partial least squares method(PLS) model was carried out to obtain the better performance. Accordingly to their results, SNV pretreatment methods assessed by PLS was viewed as best pretreatment method. Lastly, SNV was chosen as the pretreatment method. Spectral features of five different regions were combined with Regression coefficients(RCs) of partial least squares-discriminant analysis (PLS-DA) model was used to identify the important wavelengths and ten wavebands at 483, 563, 645, 671, 686, 722, 777, 819, 837 and 942 nm were selected from all of the wavebands. Using Kennard-Stone algorithm, all kinds of samples were randomly divided into training set (173) and test set (57) according to the proportion of 3:1. And then, least squares-support vector machine (LS-SVM) discriminate model was established by using the selected wavebands. The results showed that the discriminate accuracy of the method was 91.23%. In the other hand, images at ten important wavebands were executed to Principal component analysis (PCA). Using "Sobel" operator and region growing algrorithm "Regiongrow", the edge and defect feature of 86 Hawthorn could be recognized. Lastly, the detect precision of bruised, insect damage and two-defect samples is 95.65%, 86.67% and 100%, respectively. This investigation demonstrated that hyperspectral imaging technology could detect the defects of bruise, insect damage, calyx, and stem-end in hawthorn fruit in qualitative analysis and feature detection which provided a theoretical reference for the defects nondestructive detection of hawthorn fruit.
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Crataegus , Frutas , Animales , Medicamentos Herbarios Chinos/análisis , Insectos , Análisis EspectralRESUMEN
Crack is one of the most important indicators to evaluate the quality of fresh jujube. Crack not only accelerates the decay of fresh jujube, but also diminishes the shelf life and reduces the economic value severely. In this study, the potential of hyperspectral imaging covered the range of 380 - 1030 nm was evaluated for discrimination crack feature (location and area) of fresh jujube. Regression coefficients of partial least squares regression (PLSR), successive projection analysis (SPA) and principal component analysis (PCA) based full-bands image were adopted to extract sensitive bands of crack of fresh jujube. Then least-squares support vector machine (LS-SVM) discriminant models using the selected sensitive bands for calibration set (132 samples)" were established for identification the prediction set (44 samples). ROC curve was used to judge the discriminant models of PLSR-LS-SVM, SPA-LS-SVM and PCA-LS-SVM which are established by sensitive bands of crack of fresh jujube. The results demonstrated that PLSR-LS-SVM model had an optimal effect (area=1, std=0) to discriminate crack feature of fresh jujube. Next, images corresponding to five sensitive bands (467, 544, 639, 673 and 682 nm) selected by PLSR were executed to PCA. Finally, the image of PC4 was employed to identify the location and area of crack feature through imaging processing. The results revealed that hyperspectral imaging technique combined with image processing could achieve the qualitative discrimination and quantitative identification of crack feature of fresh jujube, which provided a theoretical reference and basis for develop instrument of discrimination of crack of jujube in further work.
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Análisis de los Alimentos/métodos , Frutas , Espectroscopía Infrarroja Corta , Ziziphus , Calibración , Procesamiento de Imagen Asistido por Computador , Análisis de los Mínimos Cuadrados , Modelos Teóricos , Análisis de Componente Principal , Máquina de Vectores de SoporteRESUMEN
OBJECTIVE: To investigate the potential therapeutic properties of the endogenous cannabinoid N-arachidonic acid aminoethanols (anandamide, AEA) in liver fibrosis by observing its affects on proliferation of and expression of phosphorylated-Erk (pErk) in primary hepatic stellate cells (HSCs) from a mouse model of schistosome-induced liver fibrosis. METHODS: The schistosome-induced liver fibrosis model was established by attaching cercaria to the skin on the ventral side of the mouse and allowing infection to occur via direct penetration. Six weeks later, the model was confirmed by pathological analysis of liver, with Masson trichrome staining showing collagen fiber deposition around the blood vessels and hematoxylin-eosin staining showing eosinophilic granuloma formation. Primary HSCs were isolated by discontinuous density gradient centrifugation, confirmed by immunofluorescence detection of double-staining for a-smooth muscle actin and desmin (95% purity), and cultured in the presence of absence of various concentrations of AEA. Proliferative ability was evaluated by MTT assay and the expression of pErk was observed by Western blotting. RESULTS: AEA treatment inhibited the proliferation of the primary HSCs in a concentration-dependent manner (AEA: 5 mumol/L, inhibition: 7.68%; 10 mumol/L, 11.65%; 20 mumol/L, 14.70%; 40 mumol/L, 15.07%; 60 mumol/L, 18.18%; 80 mumol/L, 20.26%; 100 mumol/L, 20.17%; 120 mumol/L, 29.24%). AEA treatment increased pERK expression in both a concentration-dependent manner (AEA: 20 mumol/L, average gray value: 39.90+/-4.61; 60 mumol/L, 43.45+/-0.91; 120 mumol/L, 52.91+/-1.97; vs. negative control, all P less than 0.05) and a time-dependent manner (time: 15 min, average gray value: 85.05+/-15.80; 30 min, 103.41+/-11.89; 1 h, 118.02+/-12.24; 3 h, 109.17+/-15.69; 6 h, 100.86+/-10.55; 12 h, 71.70+/-12.87; 24 h, 34.62+/-14.85; 48 h, 22.84+/-11.73; vs. negative control, all except 48 h had P less than 0.05). CONCLUSION: AEA can suppress the proliferative capacity of primary HSCs from schistosome-induced fibrotic livers through activation of the Erk signaling pathway.
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Células Cultivadas , Células Estrelladas Hepáticas , Animales , Células Estrelladas Hepáticas/metabolismo , Cirrosis Hepática , Ratones , FosforilaciónRESUMEN
OBJECTIVE: To investigate the expression of the lysosomal enzyme acid sphingomyelinase (ASMase) in alcohol-induced hepatic fibrosis using a rat model. METHODS: The model of liver fibrosis was induced by administration of alcohol and high fat diet using 20 rats. Six rats given no alcohol and normal diet served as the control group. Real-time PCR, western blotting, and immunohistochemistry were used to evaluate fibrosis-related changes in the mRNA and protein expressions of ASMase. RESULTS: The fibrotic liver tissues of the model rats showed significantly higher expression levels of ASMase than the non-fibrotic liver tissues of the control rats (P less than 0.05). CONCLUSION: Expression of ASMase is increased in the fibrotic liver tissue of an alcohol-induced hepatic fibrosis rat model, suggesting that this lysosomal enzyme may contribute to development of this disease condition.
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Cirrosis Hepática Alcohólica/enzimología , Cirrosis Hepática Experimental/enzimología , Esfingomielina Fosfodiesterasa/metabolismo , Animales , Hígado/enzimología , Masculino , Ratas , Ratas Sprague-DawleyRESUMEN
Aims: To investigate the effects of M-CSF on myocardial injury in mice after MI by regulating different types of cardiac macrophages through the P2X7R/NLRP3/IL-1ß signal pathway. Methods: A total of 60 C57BL/6J WT mice were used, with the Sham Group subjected to ligation without ligation through the LAD, the MI model was prepared by ligation of the LAD in the MC Group and MM Group, with the M-CSF reagent (500 µg/kg/d) being given an intraperitoneal injection for the first 5 days after surgery in the MM Group. All mice were fed in a barrier environment for 1 week. After the study, myocardial tissues were collected and IL-4, IL-6, IL-10, TNF-α, MCP-1, IFN-α, ANP, BNP, ß-MHC, Collage I, Collage III, P2X7R, NLRP3, IL-1ß, Bax, Caspase 3, C-Casp 3, Bcl-2, M1/2 macrophage, the apoptosis of cardiomyocytes, and the collagen deposition were detected. Results: The inflammatory response was significantly lower in the MM Group, the cardiomyocyte apoptosis, fibrosis, and hypertrophy were inhibited compared to the MC Group, and the levels of P2X7R, NLRP3, and IL-1ß were also statistically lower in the MM Group. Additionally, the expression of M2 macrophages increased in the MM Group while the M1 macrophages statistically decreased compared to the MC Group. Conclusion: M-CSF can significantly increase the expression of M2 macrophage and reduce the level of M1 macrophage by inhibiting the levels of NLRP3/IL-1ß-related proteins, thereby inhibiting inflammation, ameliorating reducing myocardial hypertrophy, apoptosis, and fibrosis, improve myocardial injury in mice after MI.
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OBJECTIVE: To evaluate the accuracy of the YuWell YE660D oscillometric upper-arm blood pressure (BP) monitor in general population (for clinic and home BP measurements in adults) according to the Association for the Advancement of Medical Instrumentation/European Society of Hypertension/International Organization for Standardization (AAMI/ESH/ISO) Universal Standard (ISO 81060-2â :â 2018) and its Amendment 1. 2020. METHODS: Subjects were recruited to fulfill the age, sex, BP and cuff distribution criteria of the AAMI/ESH/ISO Universal Standard in general population using the same arm sequential BP measurement method. Two cuffs of the test device were used for arm circumferences 22-32â cm (standard) and 22-45â cm (wide range). RESULTS: Ninety-two subjects were recruited and 85 subjects were analyzed. For validation criterion 1, the meanâ ±â SD of the differences between the test device and reference BP readings was 0.3â ±â 7.2/2.2â ±â 5.5â mmHg (systolic/diastolic). For validation criterion 2, the SD of the averaged BP differences between the test device and reference BP per subject was 6.1/4.8â mmHg (systolic/diastolic). CONCLUSION: The YuWell YE660D oscillometric upper-arm electronic BP monitor has passed the requirements of the AAMI/ESH/ISO Universal Standard (ISO 81060-2â :â 2018) and its Amendment 1. 2020 in adults and hence can be recommended for home and clinical use.