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With the increasing demand for terahertz (THz) technology in security inspection, medical imaging, and flexible electronics, there is a significant need for stretchable and transparent THz electromagnetic interference (EMI) shielding materials. Existing EMI shielding materials, like opaque metals and carbon-based films, face challenges in achieving both high transparency and high shielding efficiency (SE). Here, a wrinkled structure strategy was proposed to construct ultra-thin, stretchable, and transparent terahertz shielding MXene films, which possesses both isotropous wrinkles (height about 50 nm) and periodic wrinkles (height about 500 nm). Compared to flat film, the wrinkled MXene film (8 nm) demonstrates a remarkable 36.5% increase in SE within the THz band. The wrinkled MXene film exhibits an EMI SE of 21.1 dB at the thickness of 100 nm, and an average EMI SE/t of 700 dB µm-1 over the 0.1-10 THz. Theoretical calculations suggest that the wrinkled structure enhances the film's conductivity and surface plasmon resonances, resulting in an improved THz wave absorption. Additionally, the wrinkled structure enhances the MXene films' stretchability and stability. After bending and stretching (at 30% strain) cycles, the average THz transmittance of the wrinkled film is only 0.5% and 2.4%, respectively. The outstanding performances of the wrinkled MXene film make it a promising THz electromagnetic shielding materials for future smart windows and wearable electronics.
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Waterlogging stress is an important abiotic stress that adversely affects maize growth and yield. The mechanism regulating the early stage of the maize response to waterlogging stress is largely unknown. In this study, CM37 and cmh15 seedlings were treated with waterlogging stress and then examined in terms of their physiological changes. The results indicated that inbred line cmh15 is more tolerant to waterlogging stress and less susceptible to peroxide-based damages than CM37. The RNA sequencing analysis identified 1,359 down-regulated genes and 830 up-regulated genes in the waterlogging-treated cmh15 plants (relative to the corresponding control levels). According to the Gene Ontology analysis for the differentially expressed genes (DEGs), some important terms were identified which may play important roles in the response to waterlogging stress. Moreover, enriched Kyoto Encyclopedia of Genes and Genomes pathways were also identified for the DEGs. Furthermore, the substantial changes in the expression of 36 key transcription factors may be closely related to the maize in response to waterlogging stress. This study offers important insights into the mechanism in regulating maize tolerance to waterlogging stress, with important foundations for future research.
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Protein-based biologics are highly suitable for drug development as they exhibit low toxicity and high specificity for their targets. However, for therapeutic applications, biologics must often be formulated to elevated concentrations, making insufficient solubility a critical bottleneck in the drug development pipeline. Here, we report an ultrahigh-throughput microfluidic platform for protein solubility screening. In comparison with previous methods, this microfluidic platform can make, incubate, and measure samples in a few minutes, uses just 20 µg of protein (>10-fold improvement), and yields 10,000 data points (1000-fold improvement). This allows quantitative comparison of formulation excipients, such as sodium chloride, polysorbate, histidine, arginine, and sucrose. Additionally, we can measure how solubility is affected by the combinatorial effect of multiple additives, find a suitable pH for the formulation, and measure the impact of mutations on solubility, thus enabling the screening of large libraries. By reducing material and time costs, this approach makes detailed multidimensional solubility optimization experiments possible, streamlining drug development and increasing our understanding of biotherapeutic solubility and the effects of excipients.
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Excipientes , Microfluídica , Solubilidade , Polissorbatos , ProteínasRESUMO
KEY MESSAGE: D129 is an EMS-induced mutant with dwarf phenotype, which has important breeding potential to cultivate new varieties suitable for high-density planting in maize Plant height is one of the important agronomic traits that affecting maize planting density, identification of superior dwarf mutants can provide important genetic materials for breeding new varieties suitable for high-density planting. In this study, we identified a dwarf mutant, d129, from maize EMS-induced mutant population. Gene mapping indicated that a G-to-A transition in the second exon of the br2 gene was responsible for the dwarf phenotype of the d129 mutant using MutMap method, which was further validated through allelism testing. Compared with WT plants, the average plant height and ear height of d129 were reduced by 26.67% and 39.43%, respectively, mainly due to a decrease in internode length. Furthermore, the d129 mutant exhibited increased internode diameter, which is important for increasing planting density due to the lodging resistance may be enhanced. Endogenous hormone measurement demonstrated that the contents of IAA and GA3 in the internode of the mutant were significantly lower than that of WT plants. RNA-seq analysis indicated that at least fifteen auxin-responsive and signaling-related genes exhibited differential expression, and some genes involved in cell development and other types of hormone signaling pathways, were also identified from the differential expressed genes. These genes may be related to the reduced hormone contents and decreased elongation of internode cells of the d129 mutant. Our study provided a novel dwarf mutant which can be applied in maize breeding to cultivate new varieties suitable for high-density planting.
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Melhoramento Vegetal , Zea mays , Alelos , Zea mays/genética , Mapeamento Cromossômico , Fenótipo , Hormônios , Regulação da Expressão Gênica de Plantas/genéticaRESUMO
Living materials bring together material science and biology to allow the engineering and augmenting of living systems with novel functionalities. Bioprinting promises accurate control over the formation of such complex materials through programmable deposition of cells in soft materials, but current approaches had limited success in fine-tuning cell microenvironments while generating robust macroscopic morphologies. Here, we address this challenge through the use of core-shell microgel ink to decouple cell microenvironments from the structural shell for further processing. Cells are microfluidically immobilized in the viscous core that can promote the formation of both microbial populations and mammalian cellular spheroids, followed by interparticle annealing to give covalently stabilized functional scaffolds with controlled microporosity. The results show that the core-shell strategy mitigates cell leakage while affording a favorable environment for cell culture. Furthermore, we demonstrate that different microbial consortia can be printed into scaffolds for a range of applications. By compartmentalizing microbial consortia in separate microgels, the collective bioprocessing capability of the scaffold is significantly enhanced, shedding light on strategies to augment living materials with bioprocessing capabilities.
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Bioimpressão , Microgéis , Animais , Microgéis/química , Engenharia Tecidual/métodos , Bioimpressão/métodos , Esferoides Celulares , Alicerces Teciduais/química , Hidrogéis/química , Impressão Tridimensional , MamíferosRESUMO
The protein high mobility group A1 (HMGA1) is an important regulator of chromatin organization and function. However, the mechanisms by which it exerts its biological function are not fully understood. Here, we report that the HMGA isoform, HMGA1a, nucleates into foci that display liquid-like properties in the nucleus, and that the protein readily undergoes phase separation to form liquid condensates inâ vitro. By bringing together machine-leaning modelling, cellular and biophysical experiments and multiscale simulations, we demonstrate that phase separation of HMGA1a is promoted by protein-DNA interactions, and has the potential to be modulated by post-transcriptional effects such as phosphorylation. We further show that the intrinsically disordered C-terminal tail of HMGA1a significantly contributes to its phase separation through electrostatic interactions via AT hooks 2 and 3. Our work sheds light on HMGA1 phase separation as an emergent biophysical factor in regulating chromatin structure.
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Cromatina , Proteína HMGA1a , Cromatina/metabolismo , Proteína HMGA1a/genética , Proteína HMGA1a/química , Proteína HMGA1a/metabolismo , Núcleo Celular/metabolismo , DNA/metabolismo , FosforilaçãoRESUMO
Chimeric receptor T cells (CAR-T) can effectively cure leukemia; however, there are two limitations: a complicated preparation process ex vivo and cytokine release syndrome (CRS). In this study, we constructed a lipid nanoparticle system modified by CD3 antibody on the surface, loading with the plasmid containing the combination gene of interleukin 6 short hairpin RNA (IL-6 shRNA) and CD19-CAR (AntiCD3-LNP/CAR19 + shIL6). The system targeted T cells by the mediation of CD3 antibody and stably transfected T cells to transform them into CAR-T cells with IL-6 knockdown, thus killing CD19-highly expressed leukemia tumor cells and reducing CRS caused by IL-6. In vivo experiments showed that AntiCD3-LNP/CAR19 + shIL6 could stably transfect T cells and produce CAR-T within 90 days to kill the tumor. This significantly prolonged the survival time of leukemia model mice and demonstrated the prepared LNP exhibited the same anti-tumor effect as the traditional CAR-T cells prepared ex vivo. In this study, CAR-T cells were directly produced in vivo after intravenous injection of the lipid nanoparticles, without the need of using the current complex process ex vivo. Additionally, IL-6 expression was silenced, which would be helpful to reduce the CRS and improve the safety of CAR-T therapy. This method improves the convenience of using CAR-T technology and is helpful in further promoting the clinical application of CAR-T.
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Leucemia , Receptores de Antígenos Quiméricos , Animais , Antígenos CD19 , Imunoterapia Adotiva/métodos , Interleucina-6/genética , Lipossomos , Camundongos , Nanopartículas , RNA Interferente Pequeno/genética , Receptores de Antígenos Quiméricos/genética , Linfócitos TRESUMO
The emerging applications of hydrogel materials at different length scales, in areas ranging from sustainability to health, have driven the progress in the design and manufacturing of microgels. Microgels can provide miniaturized, monodisperse, and regulatable compartments, which can be spatially separated or interconnected. These microscopic materials provide novel opportunities for generating biomimetic cell culture environments and are thus key to the advances of modern biomedical research. The evolution of the physical and chemical properties has, furthermore, highlighted the potentials of microgels in the context of materials science and bioengineering. This review describes the recent research progress in the fabrication, characterization, and applications of microgels generated from biomolecular building blocks. A key enabling technology allowing the tailoring of the properties of microgels is their synthesis through microfluidic technologies, and this paper highlights recent advances in these areas and their impact on expanding the physicochemical parameter space accessible using microgels. This review finally discusses the emerging roles that microgels play in liquid-liquid phase separation, micromechanics, biosensors, and regenerative medicine.
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Microgéis , Materiais Biocompatíveis/química , Hidrogéis/química , Microfluídica , Medicina RegenerativaRESUMO
PURPOSE: Chimeric antigen receptor (CAR) T cell therapy has demonstrated clinical success in treating haematologic malignancies but has not been effective against solid tumours thus far. Trop2 is a tumour-related antigen broadly overexpressed on a variety of tumours and has been reported as a promising target for pancreatic cancers. Our study aimed to determine whether CAR T cells designed with a fully human Trop2-specific single-chain fragment variable (scFv) can be used in the treatment of Trop2-positive pancreatic tumours. METHODS: We designed Trop2-targeted chimeric antigen receptor engineered T cells with a novel human anti-Trop2 scFv (2F11) and then investigated the cytotoxicity, degranulation, and cytokine secretion profiles of the anti-Trop2 CAR T cells when they were exposed to Trop2 + cancer cells in vitro. We also studied the antitumour efficacy and toxicity of Trop2-specific CAR T cells in vivo using a BxPC-3 pancreatic xenograft model. RESULTS: Trop2-targeted CAR T cells designed with 2F11 effectively killed Trop2-positive pancreatic cancer cells and produced high levels of cytotoxic cytokines in vitro. In addition, Trop2-targeted CAR T cells, which persistently circulate in vivo and efficiently infiltrate into tumour tissues, significantly blocked and even eliminated BxPC-3 pancreatic xenograft tumour growth without obvious deleterious effects observed after intravenous injection into NSG mice. Moreover, disease-free survival was efficiently prolonged. CONCLUSION: These results show that Trop2-targeted CAR T cells equipped with a fully human anti-Trop2 scFv could be a potential treatment strategy for pancreatic cancer and could be useful for clinical evaluation.
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Neoplasias Pancreáticas , Receptores de Antígenos Quiméricos , Animais , Antígenos de Neoplasias , Linhagem Celular Tumoral , Humanos , Imunoterapia Adotiva/métodos , Camundongos , Neoplasias Pancreáticas/terapia , Linfócitos T , Ensaios Antitumorais Modelo de Xenoenxerto , Neoplasias PancreáticasRESUMO
Persistence of CAR-T cell function is associated with relapse rate after CAR-T therapy, while co-stimulatory agents are highly concerned with the persistence of CAR-T cells. In this study, we designed and constructed a series of BCMA-targeting second-generation CAR constructs containing CD28, 41BB, and OX40 molecules, respectively, to identify the costimulatory domains most favorable for persistence. The results of routine in vitro studies showed that OX40-CAR-T and 41BB-CAR-T had similar antitumor effects and were superior to CD28-CAR-T in terms of proliferation and cytotoxicity. Although difficult to distinguish by conventional functional assays, OX40-CAR-T cells exhibited greater proliferation and enhanced immune memory than 41BB-CAR-T cells with the repeated stimulation assay by BCMA-expressing target cells. In vivo studies further demonstrated that OX40-CAR-T cells had stronger proliferative activity than 41BB-CAR-T cells, which was highly consistent with the in vitro antitumor activity and proliferation results. Our study provides for the first time a scientific basis for designing OX40-CAR-T cell therapy to improve relapse in patients with MM after CAR-T treatment.
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Mieloma Múltiplo , Receptores de Antígenos Quiméricos , Humanos , Imunoterapia Adotiva/métodos , Mieloma Múltiplo/terapia , Recidiva Local de Neoplasia , Linfócitos TRESUMO
Although chimeric antigen receptor (CAR) T cell immunotherapy has shown promising significance in B cell malignancies, success against T cell malignancies remains unsatisfactory because of shared antigenicity between normal and malignant T cells, resulting in fratricide and hindering CAR production for clinical treatment. Here, we report a new strategy of blocking the CD7 antigen on the T cell surface with a recombinant anti-CD7 antibody to obtain a sufficient amount of CD7-targeting CAR-T cells for T cell acute lymphoblastic leukemia (T-ALL) treatment. Feasibility was evaluated systematically, revealing that blocking the CD7 antigen with an antibody effectively blocked CD7-derived fratricide, increased the expansion rate, reduced the proportion of regulatory T (Treg) cells, maintained the stem cell-like characteristics of T cells, and restored the proportion of the CD8+ T cell population. Ultimately, we obtained anti-CD7 CAR-T cells that were specifically and effectively able to kill CD7 antigen-positive target cells, obviating the need for complex T cell modifications. This approach is safer than previous methods and provides a new, simple, and feasible strategy for clinical immunotherapies targeting CD7-positive malignant tumors.
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Drug-induced diarrhea is a common adverse drug reaction, especially the one caused by the widespread use of antibiotics. The reduction of probiotics is one reason for intestinal disorders induced by an oral antibiotic. However, the intrinsic mechanism of drug-induced diarrhea is still unknown. In this study, we used metabolomics methods to explore the effects of the classic oral antibiotic, amoxicillin, on the growth and metabolism of Lactobacillus acidophilus, while scanning electron microscopy (SEM) and 3-(4,5-Dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assays were employed to evaluate changes in cell activity and morphology. The results showed that cell viability gradually decreased, while the degree of cell wall rupture increased, with increasing amoxicillin concentrations. A non-targeted metabolomics analysis identified 13 potential biomarkers associated with 9 metabolic pathways. The data showed that arginine and proline metabolism, nicotinate and nicotinamide metabolism, pyrimidine metabolism, glycine, serine and threonine metabolism, beta-alanine metabolism, glycerolipid metabolism, tryptophan metabolism, steroid hormone biosynthesis, and histidine metabolism may be involved in the different effects exerted by amoxicillin on L. acidophilus. This study provides potential targets for screening probiotics regulators and lays a theoretical foundation for the elucidation of their mechanisms.
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Lactobacillus acidophilus , Probióticos , Amoxicilina/farmacologia , Antibacterianos/farmacologia , Diarreia , Humanos , Probióticos/farmacologiaRESUMO
Liquid-liquid phase-separated biomolecular systems are increasingly recognized as key components in the intracellular milieu where they provide spatial organization to the cytoplasm and the nucleoplasm. The widespread use of phase-separated systems by nature has given rise to the inspiration of engineering such functional systems in the laboratory. In particular, reversible gelation of liquid-liquid phase-separated systems could confer functional advantages to the generation of new soft materials. Such gelation processes of biomolecular condensates have been extensively studied due to their links with disease. However, the inverse process, the gel-sol transition, has been less explored. Here, a thermoresponsive gel-sol transition of an extracellular protein in microgel form is explored, resulting in an all-aqueous liquid-liquid phase-separated system with high homogeneity. During this gel-sol transition, elongated gelatin microgels are demonstrated to be converted to a spherical geometry due to interfacial tension becoming the dominant energetic contribution as elasticity diminishes. The phase-separated system is further explored with respect to the diffusion of small particles for drug-release scenarios. Together, this all-aqueous system opens up a route toward size-tunable and monodisperse synthetic biomolecular condensates and controlled liquid-liquid interfaces, offering possibilities for applications in bioengineering and biomedicine.
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The COVID-19 pandemic has led to widespread school shutdowns, with many continuing distance education via online-learning platforms. We here estimate the causal effects of online education on student exam performance using administrative data from Chinese Middle Schools. Taking a difference-in-differences approach, we find that receiving online education during the COVID-19 lockdown improved student academic results by 0.22 of a standard deviation, relative to pupils without learning support from their school. Not all online education was equal: students who were given recorded online lessons from external higher-quality teachers had higher exam scores than those whose lessons were recorded by teachers from their own school. The educational benefits of distance learning were the same for rural and urban students, but the exam performance of students who used a computer for online education was better than those who used a smartphone. Last, while everyone except the very-best students performed better with online learning, it was low achievers who benefited from teacher quality.
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Long-term hyperglycemia associated with diabetes mellitus (DM) causes damage to various organs and tissues, including the eyes, kidneys, heart, blood vessels and nerves. Rubus Suavissimus S. Lee (RS), a shrub whose leaves are used in traditional Chinese medicine (TCM), has been shown to exert hypoglycemic effects in DM patients. However, the underlying mechanism is unclear. This was investigated in the present study in a rat model of streptozotocin-induced type 1 diabetes mellitus (T1DM) by 1H NMR analysis. We identify 9 metabolites whose levels were altered in T1DM rats compared to control rats, namely, lactate, acetate, pyruvate, succinate, 2-oxoglutarate, citrate, creatinine, allantoin, and hippurate, which are mostly related to glycolysis/gluconeogenesis, pyruvate metabolism, TCA cycle, and other metabolism. The observed pathologic changes in the levels of these metabolites in T1DM rats were reversed by treatment with RS. Thus, RS exerts effects in T1DM rats by regulating the three abnormal metabolic pathways synergistically. These findings provide supporting evidence for the therapeutic efficacy of this TCM formulation in the treatment of DM.
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Diabetes Mellitus Tipo 1/metabolismo , Hipoglicemiantes/farmacologia , Extratos Vegetais/farmacologia , Espectroscopia de Prótons por Ressonância Magnética/métodos , Rubus , Animais , Biomarcadores/urina , Ilhotas Pancreáticas/efeitos dos fármacos , Masculino , Metaboloma/efeitos dos fármacos , Metabolômica/métodos , Ratos , Ratos Sprague-Dawley , EstreptozocinaRESUMO
The Warburg effect explains the large amount of lactic acid that tumour cells produce to establish and maintain the acidic characteristics of the tumour microenvironment, which contributes to the migration, invasion and angiogenesis of tumour cells. Monocarboxylate transporter 4 (MCT-4) is a key marker of tumour glycolysis and lactic acid production; however, the role of MCT-4 in breast cancer remains unclear. In the present study, immunohistochemistry (IHC) was used to detect the expression levels of MCT-4 in tissue microarrays of 145 patients diagnosed with invasive ductal breast cancer. The IHC score was used to assess the intensity of staining and the proportion of positive cells. Western blotting and reverse transcription-quantitative PCR were also performed to detect the expression levels of MCT-4 in 30 pairs of breast cancer tissues and adjacent normal tissues. In vitro experiments (EdU incoporation and Cell Counting Kit-8) were performed to examine the role of MCT-4 in the breast cancer MCF-7 cell line. The results of the present study indicated that high MCT-4 expression was associated with pT status (P=0.018), oestrogen receptor (ER) status (P=0.001), progesterone receptor (PR) status (P=0.024), Ki67 index (P=0.043) and androgen receptor (AR) status (P=0.033). In addition, an association between MCT-4 expression and pathological grade was observed (P=0.030). Furthermore, univariate (P=0.027) and multivariate (P=0.001) survival analysis revealed that MCT-4 expression and lymph node involvement were significant independent predictors of breast cancer prognosis. In addition, silencing MCT-4 expression attenuated breast cancer cell viability. Therefore, MCT-4 may be used as a potential predictor of invasive breast cancer.
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In this Letter, a novel, to the best of our knowledge, parallel inclined planes long period fiber grating (PIP-LPFG) for strain measurement is proposed. This structure is fabricated by a high frequency CO2 laser, which has polished periodic parallel inclined planes on a single mode fiber (SMF). Refractive index modulation (RIM) over a large area on the surface of the SMF significantly shortens the total length of the grating, and the structure of parallel inclined planes efficiently enhance the strain sensitivity of PIP-LPFG. Experimental results show that this LPFG with a miniature length of 3.9 mm has a good repeatability and stability of strain response, which can reach to 116 pm/µÎµ in the dynamic range of 0-425 µÎµ. Meanwhile, the temperature sensitivity of PIP-LPFG is 54.7 pm/°C in the dynamic range of 30-170°C.
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Blood stasis syndrome (BSS) is one of the common syndromes in traditional Chinese medicine (TCM). It involves abnormal blood circulation, which can progress to produce many severe diseases. Danggui Sini decoction (DSD) is a classical TCM prescription frequently used to treat BSS by decreasing blood stasis and improving blood circulation. However, understanding of the therapeutic mechanism of DSD during the development of BSS is still limited, as the development of BSS is a slow dynamic process. Therefore, a dynamic urinary metabolomics analysis based on ultra-high-performance liquid chromatography-quadrupole-time of flight tandem mass spectrometry (UHPLC-Q-TOF/MS) combined with multivariate statistical analysis was used to explore the distinctive metabolic patterns of BSS development and the efficacy of DSD. The dynamic changes of endogenous metabolites over time revealed the progression of BSS and allowed the overall efficacy of DSD in rats with BSS to be evaluated. The effects of the DSD compatibilities were also explored. A total of 21 metabolites were identified during the development of BSS. They are involved in the metabolic pathways of tryptophan metabolism, phenylalanine metabolism, riboflavin metabolism, nicotinate and nicotinamide metabolism, pentose and glucuronate interconversions, histidine metabolism, steroid hormone biosynthesis, and starch and sucrose metabolism. A receiver operating characteristic (ROC) curve analysis showed that 10 metabolites with an area under the curve (AUC) value >0.9, which can be used as potential biomarkers for the diagnosis of BSS. In conclusion, a dynamic urinary metabolomics approach was applied to identify potential biomarkers of the development of BSS and to clarify the therapeutic mechanism of DSD in BSS. The results could provide a theoretical basis for further research on the therapeutic mechanism of DSD.
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Biomarcadores/urina , Medicamentos de Ervas Chinesas/farmacologia , Medicamentos de Ervas Chinesas/farmacocinética , Animais , Fenômenos Fisiológicos Sanguíneos/efeitos dos fármacos , Cromatografia Líquida de Alta Pressão/métodos , Resposta ao Choque Frio/fisiologia , Epinefrina/farmacologia , Feminino , Espectrometria de Massas/métodos , Redes e Vias Metabólicas , Metabolômica/métodos , Análise Multivariada , RatosRESUMO
Breast cancer (BC) is the most common invasive cancer in women, and it imposes a heavy burden on patients. microRNAs (miRNAs/miRs) have been found to play an important role in the development of tumors, but their role in the malignant progression of BC is unclear. In the present study, the expression level of miR4255p was examined in patients with BC, and its association with prognosis was investigated. In vitro experiments were performed to examine role of miR4255p in the development of BC cells. A downstream target gene of miR4255p was predicted using a miRNA target prediction tool and validated with a luciferase reporter assay. It was found that miR4255p expression was increased in BC tissues and cell lines, and was associated with tumor size, clinical stage, lymph node metastasis, distant metastasis and poor overall survival in patients with BC. Knockdown of miR4255p in BC cell lines inhibited proliferation and migration. PTEN was identified as a downstream target gene of miR4255p. Overexpression of PTEN was demonstrated to partially inhibit the promotional effect of miR4255p on cell proliferation and migration. Taken together, miR4255p is associated with poor prognosis, and promotes cell proliferation and migration via PTEN. Thus, miR4255p may serve as a therapeutic and prognostic marker for BC.
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Neoplasias da Mama/genética , Carcinoma Ductal de Mama/genética , Regulação Neoplásica da Expressão Gênica , MicroRNAs/metabolismo , PTEN Fosfo-Hidrolase/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Mama/patologia , Mama/cirurgia , Neoplasias da Mama/mortalidade , Neoplasias da Mama/patologia , Neoplasias da Mama/cirurgia , Carcinoma Ductal de Mama/mortalidade , Carcinoma Ductal de Mama/patologia , Movimento Celular/genética , Proliferação de Células/genética , Progressão da Doença , Intervalo Livre de Doença , Feminino , Técnicas de Silenciamento de Genes , Humanos , Estimativa de Kaplan-Meier , Metástase Linfática/genética , Metástase Linfática/patologia , Células MCF-7 , Mastectomia , MicroRNAs/genética , Pessoa de Meia-Idade , Estadiamento de Neoplasias , PrognósticoRESUMO
Ferulic acid (FA), a naturally derived phenolic compound, has antioxidant and antidepressant-like effects. It is still a challenge to study its mechanism due to the complexity of the pathophysiology of depression. In this study, ultra-high performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry (UPLC-QTOF-MS) was used to perform metabolomics studies based on biochemical changes in differentiated rat pheochromocytoma (PC12) cells treated with corticosterone-induced neurological damage after FA treatment. A total of 31 metabolites were identified as potential biomarkers for corticosterone-induced PC12â¯cells injury. Among them, 24 metabolites were regulated after FA treatment. Pathway analysis revealed that these metabolites were mainly involved in the amino acid metabolism, energy metabolism and glycerophospholipid metabolism. In addition, based on the results of metabolomics, three cell signaling pathways related to glutamate were discovered. To further study the interactions between FA and major targets in three signaling pathways, a molecular docking method was employed. The results showed that FA had the strongest binding power with protein kinase B (AKT). Furthermore, the result of mRNA changes analyzed by quantitative real time RT-PCR indicated that AKT and protein kinase A (PKA) in the signaling pathway were up regulated after treatment with FA compared with model group. This study shows that strategies based on cell metabolomics associated with molecular docking and molecular biology is a helpful tool to elucidate the neuroprotective mechanism of FA.