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1.
Exp Cell Res ; : 114256, 2024 Sep 17.
Artigo em Inglês | MEDLINE | ID: mdl-39299482

RESUMO

BACKGROUND: Pulmonary hypertension (PH) is a serious cardiopulmonary disease with significant morbidity and mortality. Vascular obstruction leads to a continuous increase in pulmonary vascular resistance, vascular remodeling, and right ventricular hypertrophy and failure, which are the main pathological features of PH. Currently, the treatments for PH are very limited, so new methods are urgently needed. Msenchymal stem cells-derived exosomes have been shown to have significant therapeutic effects in PH, however, the the mechanism still very blurry. Here, we investigated the possible mechanism by which umbilical cord mesenchymal stem cell-derived exosomes (hUC-MSC-EXO) inhibited monocrotaline (MCT)-induced pulmonary vascular remodeling in a rat model of PH by regulating the NF-κB/BMP signaling pathway. Our data revealed that hUC-MSC-EXO could significantly attenuate MCT-induced PH and right ventricular hypertrophy. Moreover, the protein expression level of BMPR2, BMP-4, BMP-9 and ID1 was significantly increased, but NF-κB p65, p-NF-κB-p65 and BMP antagonists Gremlin-1 was increased in vitro and vivo. Collectively, this study revealed that the mechanism of hUC-MSC-EXO attenuates pulmonary hypertension may be related to inhibition of NF-κB signaling to further activation of BMP signaling. The present study provided a promising therapeutic strategy for PH vascular remodeling.

2.
J Cell Biochem ; : e30632, 2024 Jul 16.
Artigo em Inglês | MEDLINE | ID: mdl-39014931

RESUMO

Bronchopulmonary dysplasia (BPD) is a serious disease that occurs in premature and low-birth-weight infants. In recent years, the incidence of BPD has not decreased, and there is no effective treatment for it. Oridonin (Ori) is a traditional Chinese medicine with a wide range of biological activities, especially pharmacological and anti-inflammatory. It is well known that inflammation plays a key role in BPD. However, the therapeutic effect of Ori on BPD has not been studied. Therefore, in the present study, we will observe the anti-inflammatory activity of Ori in an experimental animal model of BPD. Here, we showed that Ori could significantly decrease hyperoxia-induced alveolar injury, inhibit neutrophil recruitment, myeloperoxidase concentrations, and release inflammatory factors in BPD neonatal rats. Taken together, the experimental results suggested that Ori can significantly improve BPD in neonatal rats by inhibiting inflammatory response.

3.
Sensors (Basel) ; 24(16)2024 Aug 12.
Artigo em Inglês | MEDLINE | ID: mdl-39204916

RESUMO

Accurately extracting large-scale offshore floating raft aquaculture (FRA) areas is crucial for supporting scientific planning and precise aquaculture management. While remote sensing technology offers advantages such as wide coverage, rapid imaging, and multispectral capabilities for FRA monitoring, the current methods face challenges in terms of establishing spatial-spectral correlations and extracting multiscale features, thereby limiting their accuracy. To address these issues, we propose an innovative multiscale spatial-spectral fusion network (MSSFNet) designed specifically for extracting offshore FRA areas from multispectral remote sensing imagery. MSSFNet effectively integrates spectral and spatial information through a spatial-spectral feature extraction block (SSFEB), significantly enhancing the accuracy of FRA area identification. Additionally, a multiscale spatial attention block (MSAB) captures contextual information across different scales, improving the ability to detect FRA areas of varying sizes and shapes while minimizing edge artifacts. We created the CHN-YE7-FRA dataset using Sentinel-2 multispectral remote sensing imagery and conducted extensive evaluations. The results showed that MSSFNet achieved impressive metrics: an F1 score of 90.76%, an intersection over union (IoU) of 83.08%, and a kappa coefficient of 89.75%, surpassing those of state-of-the-art methods. The ablation results confirmed that the SSFEB and MSAB modules effectively enhanced the FRA extraction accuracy. Furthermore, the successful practical applications of MSSFNet validated its generalizability and robustness across diverse marine environments. These findings highlight the performance of MSSFNet in both experimental and real-world scenarios, providing reliable, precise FRA area monitoring. This capability provides crucial data for scientific planning and environmental protection purposes in coastal aquaculture zones.

4.
BMC Cancer ; 23(1): 1122, 2023 Nov 17.
Artigo em Inglês | MEDLINE | ID: mdl-37978366

RESUMO

BACKGROUND: Accumulating evidence indicates that type II cystatin (CST) genes play a pivotal role in several tumor pathological processes, thereby affecting all stages of tumorigenesis and tumor development. However, the prognostic and predictive value of type II CST genes in GC has not yet been investigated. METHODS: The present study evaluated the expression and prognostic value of type II CST genes in GC by using The Cancer Genome Atlas (TCGA) database and the Kaplan-Meier plotter (KM plotter) online database. The type II CST genes related to the prognosis of GC were then screened out. We then validated the expression and prognostic value of these genes by immunohistochemistry. We also used Database for Annotation, Visualization, and Integrated Discovery (DAVID), Gene Multiple Association Network Integration Algorithm (GeneMANIA), Search Tool for the Retrieval of Interacting Genes/Proteins (STRING), nomogram, genome-wide co-expression analysis, and other bioinformatics tools to analyze the value of type II CST genes in GC and the underlying mechanism. RESULTS: The data from the TCGA database and the KM plotter online database showed that high expression of CST2 and CST4 was associated with the overall survival (OS) of patients with GC. The immunohistochemical expression analysis showed that patients with high expression of CST4 in GC tissues have a shorter OS than those with low expression of CST4 (HR = 1.85,95%CI: 1.13-3.03, P = 0.015). Multivariate Cox regression analysis confirmed that the high expression level of CST4 was an independent prognostic risk factor for OS. CONCLUSIONS: Our findings suggest that CST4 could serve as a tumor marker that affects the prognosis of GC and could be considered as a potential therapeutic target for GC.


Assuntos
Cistatinas , Neoplasias Gástricas , Humanos , Prognóstico , Neoplasias Gástricas/patologia , Redes Reguladoras de Genes , Nomogramas , Cistatinas/genética
5.
Clin Exp Hypertens ; 44(2): 175-180, 2022 Feb 17.
Artigo em Inglês | MEDLINE | ID: mdl-34821188

RESUMO

Pulmonary arterial hypertension (PAH) is a chronic disease characterized by a progressive elevation in mean pulmonary arterial pressure. This occurs due to abnormal remodeling of small peripheral lung vasculature resulting in progressive occlusion of the artery lumen that eventually causes right heart failure and death. Current therapeutic options for PAH are limited and focused mainly on reversal of pulmonary vasoconstriction and proliferation of vascular cells. Although these treatments can relieve disease symptoms, PAH remains a progressive lethal disease.Bone morphogenetic proteins (BMPs) and their receptors were required for PAH-induced right ventricular hypertrophy. Emerging data suggest that restoration of BMP type II receptor (BMPR2) signaling in PAH is a promising alternative that could prevent and reverse pulmonary vascular remodeling. BMPR2 mutations have been identified in >70% of familial and roughly 15% of sporadic PAH cases. Wingless (Wnt) are a family of secreted glycoproteins with varying expression patterns and a range of functions, Wnt signaling pathway is divided into canonical signaling pathway and non-canonical signaling pathway. A recent study reports that interaction between BMP and Wnt closely associated with lung development, those cascade coordination regulation stem cell fate which determine lung branching morphogenes. The promoting effect of BMPR2 on proliferation, survival, and motility of endothelial cells was through recruiting Wnts signaling pathway, the interaction between BMP and Wnt closely associated with lung development.Therefore, in this review, we outline the latest advances of BMP and Wnt signaling pathway in the pathogenesis of PAH and disease progression.


Assuntos
Proteínas Morfogenéticas Ósseas , Hipertensão Arterial Pulmonar , Via de Sinalização Wnt , Proteínas Morfogenéticas Ósseas/genética , Células Endoteliais , Humanos , Hipertensão Arterial Pulmonar/genética , Artéria Pulmonar
6.
J Environ Manage ; 304: 114260, 2022 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-34915386

RESUMO

The polyvinylidene difluoride (PVDF) membrane has received considerable attention as a flexible surface enhanced Raman scattering (SERS) substrate due to its excellent mechanical and physicochemical properties. However, the poor fouling resistance of PVDF membrane due to its intrinsic hydrophobic property limits its practical application. To address this, in this investigation, a SERS imprinted membrane is synthesized based on W18O49/Ag composites. Firstly, to promote hydrophilicity, N-vinyl-2-pyrrolidone (NVP) and triethoxyvinylsilane (VTES) are copolymerized by hydrolysis condensation and linked with engineered polyvinypyrrolidone (PVP) chains exposed on the surface of membrane. Furthermore, W18O49/Ag composites are dispersed on the membrane under the assistance of polydopamine (pDA) to promote the pollution resistance. Subsequently, in order to demonstrate the practical detection property, W18O49/Ag/PVDF membrane is selected as the SERS substrate to synthesize SERS imprinted membrane by precipitation polymerization for the selective detection of L-tyrosine. The characteristic results reveal that the SERS-imprinted membrane exhibits satisfactory hydrophilicity, and it can effectively degrade the pollutant molecules absorbed on its surface under ultraviolet light illumination. It is proved from the detection results that the LOD of WADP-MIMs for L-tyrosine reached 10-9 mol L-1 when the concentration of L-tyrosine changed between 10-3-10-9 mol L-1. The correlation coefficient (R2) is 0.994 and the limit of detection is 10-9 mol L-1. Meanwhile, it can be applied for the selective detection of L-tyrosine in mixture samples. Overall, this study presents a novel approach for the hydrophilic modification and pollution resistance enhancement of PVDF-based SERS imprinted membrane, which can be effectively utilized for the selective detection of practical samples.


Assuntos
Polivinil , Tirosina , Polímeros de Fluorcarboneto , Interações Hidrofóbicas e Hidrofílicas , Análise Espectral Raman
7.
Exp Cell Res ; 395(2): 112220, 2020 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-32777225

RESUMO

Capn4, a small regulatory subunit of the calpain proteolytic system, functions as a potential tumor promoter in several cancers. However, the biological functions and molecular mechanisms of Capn4 in gastric cancer (GC) remain poorly understood. In the current study, we found that upregulation of Capn4 was detected frequently in GC tissues, and was associated with significantly worse survival among the GC patients. Multivariate analyses revealed that abundance of Capn4 was an independent predictive marker for the poor prognosis of GC. Further, Capn4 knockdown notably suppressed GC invasion and metastasis in vitro. Consistently, a xenograft assay showed that silencing of Capn4 in GC cells suppressed their dissemination to lung tissue in vivo. Moreover, our results indicated that Capn4 promotes gastric cancer metastasis by increasing MMP9 expression, and demonstrated that MMP9 is crucial for the pro-metastasis role of Capn4 in GC cells. Further investigation revealed that Capn4 regulated MMP9 expression via activation of Wnt/ß-catenin signaling pathway. Mechanistically, we found that Capn4 can decreased ß-catenin ubiquitination to enhance the protein stability of ß-catenin in GC cells. Collectively, Capn4 has a central role in gastric cancer metastasis, which could be a potential diagnostic and therapeutic target for GC.


Assuntos
Calpaína/metabolismo , Metástase Neoplásica/patologia , Neoplasias Gástricas/patologia , Via de Sinalização Wnt/fisiologia , Linhagem Celular Tumoral , Movimento Celular/fisiologia , Proliferação de Células/fisiologia , Regulação Neoplásica da Expressão Gênica/genética , Humanos , Metaloproteinase 9 da Matriz/metabolismo , Neoplasias Gástricas/metabolismo , Regulação para Cima
8.
J Transl Med ; 18(1): 76, 2020 02 13.
Artigo em Inglês | MEDLINE | ID: mdl-32054507

RESUMO

BACKGROUND AND PURPOSE: Tianzhi granule (TZ) is usually used for patients with vascular dementia (VaD) in China. The aim was to assess the effect of TZ by a randomized clinical trial (RCT). METHODS: A 24-week RCT was conducted in 16 centres. Participants were grouped into TZ, donepezil or placebo. The co-primary outcomes were the Vascular Dementia Assessment Scale-cognitive subscale (VADAS-cog) and Clinician's Interview-based Impression of Change-plus caregiver information (CIBIC-plus). RESULTS: A total of 543 patients with mild to moderate VaD were enrolled, of whom 242 took TZ granules, 241 took donepezil, and 60 took placebo. The least-squares mean changes from baseline and 95% CI were 6.20 (5.31, 7.09) (TZ group), 6.53 (5.63, 7.42) (donepezil group) and 3.47 (1.76, 5.19) (placebo group), both TZ and donepezil showed small but significantly improvement compared with placebo group. The percent of improvement on the global impression which was measured by CIBIC-plus was 73.71% in TZ and 58.18% in placebo, there was significant different between TZ and placebo group (P = 0.004). No significant differences were observed between TZ and donepezil. No significant differences of adverse events were found. CONCLUSIONS: TZ and donepezil could bring symptomatic benefit for mild to moderate VaD. Trial registration The protocol had retrospectively registered at clinical trial.gov, Unique identifier: NCT02453932, date of registration: May 27, 2015; https://www.clinicaltrials.gov/ct2/show/NCT02453932?term=NCT02453932&rank=1.


Assuntos
Doença de Alzheimer , Demência Vascular , China , Cognição , Demência Vascular/tratamento farmacológico , Método Duplo-Cego , Humanos , Indanos/uso terapêutico , Piperidinas/farmacologia , Piperidinas/uso terapêutico , Resultado do Tratamento
9.
Appl Opt ; 57(22): 6375-6382, 2018 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-30117866

RESUMO

Limited available elemental image array resources may be the most severe bottleneck for the promotion and application of integral-imaging-based 3D display. We propose a nonlinear mapping method for the generation of an elemental image array to get a photorealistic pseudoscopic free 3D display based on the parallel light field reconstruction nature of the integral imaging system. All the light rays emitted from the display panel are classified into a corresponding parallel light field according to its direction, and all the parallel light fields are captured as orthogonal projections of the scene before synthesizing all the orthogonal projections using a nonlinear mapping method to form the final elemental image array. Preliminary optical experiments as well as ray optical analysis are conducted to prove the feasibility and validity of the proposed method. The proposed method can exploit most of the current 3D platform. It is an effective and efficient way to generate an elemental image array.

10.
Cell Mol Neurobiol ; 36(8): 1389-1397, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26858153

RESUMO

Glioblastoma multiforme (GBM) is the most malignant glioma, unveiling the underlying mechanisms of its aggressiveness could promote the discovery of potential targets for effective treatment. MicroRNAs (miRNAs) are important participants in both development and disease, its involvement in cancers has long been recognized. In this study, we investigated the role of miRNA-373 (miR-373) in GBM cell line U251, demonstrated that although miR-373 does not affect cell growth of U251, it inhibits migration and invasion of U251. Forced expression of miR-373 down-regulates the expressions CD44 and TGFBR2, while knockdown of CD44 and TGFBR2 presents the similar phenotype as miR-373 overexpression, suggesting that CD44 and TGFBR2 are functional targets of miR-373, down-regulation of CD44 and TGFBR2 by miR-373 are partly responsible for the migration, and invasion suppressive role of miR-373 in U251.


Assuntos
Movimento Celular , Glioblastoma/metabolismo , Receptores de Hialuronatos/metabolismo , MicroRNAs/metabolismo , Invasividade Neoplásica , Proteínas Serina-Treonina Quinases/metabolismo , Receptores de Fatores de Crescimento Transformadores beta/metabolismo , Linhagem Celular Tumoral , Regulação para Baixo , Glioblastoma/genética , Humanos , Receptor do Fator de Crescimento Transformador beta Tipo II
11.
Eur Arch Otorhinolaryngol ; 273(2): 431-8, 2016 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-26392085

RESUMO

Th0 cells differentiate into Th1 or Th2 depending on multiple transcription factors acting on specific time points to regulate gene expression. Th17 cells, a subset of IL-17-producing T cells distinct from Th1 or Th2 cells, have been described as key players in inflammation and autoimmune diseases as well as cancer development. In the present study, 53 patients with hypopharyngeal cancer were included. The expression levels of Th1-, Th2- and Th17-associated cytokines in hypopharyngeal cancer tissues and pericarcinoma tissues were detected. The relationship between Th1, Th2, or Th17 infiltration and metastasis was studied. Our results showed that the mRNA and protein expressions of Th1 cytokines were lower, while the expressions of Th2 and Th17 cytokines were higher in tumor tissues, and the intensity of expression was strengthened with clinical stage increasing. Cancer tissues had higher level expressions of Th2 and Th17 cytokines than that of pericarcinoma tissues. From the above data, we speculated that high expressions of Th2- and Th17-associated cytokines in hypopharyngeal carcinoma may contribute to cancer development and metastasis.


Assuntos
Citocinas/genética , Regulação Neoplásica da Expressão Gênica , Neoplasias Hipofaríngeas/genética , Imunidade Celular/genética , Células Th1/metabolismo , Células Th17/metabolismo , Células Th2/metabolismo , Adulto , Idoso , Western Blotting , Citocinas/biossíntese , Feminino , Humanos , Neoplasias Hipofaríngeas/metabolismo , Neoplasias Hipofaríngeas/patologia , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , RNA Neoplásico/genética , Reação em Cadeia da Polimerase Via Transcriptase Reversa
12.
J Transl Med ; 13: 162, 2015 May 20.
Artigo em Inglês | MEDLINE | ID: mdl-25990556

RESUMO

MicroRNAs (miRNAs) are small noncoding RNAs that regulate gene expression post-transcriptionally. They are involved in almost all cellular processes, and many have been described as potential oncogenes or tumor suppressors. MicroRNA-373 (miR-373), which was first identified as a human embryonic stem cell (ESC)-specific miRNA, is suggested to be implicated in the regulation of cell proliferation, apoptosis, senescence, migration and invasion, as well as DNA damage repair following hypoxia stress. Deregulation of miR-373 has been demonstrated in a number of cancers, whether it acts as an oncogene or a tumor suppressor, however, seems to be context dependent. In this review, we focus on the diverse functions of miR-373 and its implication in cancers.


Assuntos
Regulação Neoplásica da Expressão Gênica , MicroRNAs/fisiologia , Neoplasias/genética , Apoptose , Biomarcadores Tumorais/fisiologia , Neoplasias da Mama/genética , Neoplasias da Mama/metabolismo , Linhagem Celular Tumoral , Movimento Celular , Proliferação de Células , Dano ao DNA , Reparo do DNA , Humanos , Hipóxia , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/metabolismo , Invasividade Neoplásica , Neoplasias/metabolismo , Oncogenes , Prognóstico
13.
J Cardiovasc Pharmacol ; 65(1): 13-21, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25343566

RESUMO

Elevated level of glycated low-density lipoproteins (glyLDL) is believed to contribute to endothelial dysfunction, which is involved in the pathogenesis and acceleration of diabetic vascular diseases. Grape seed procyanidin B2 (GSPB2) has been reported to possess protective effects against endothelial dysfunction. However, the underlying mechanism remains unclear. Prohibitin (PHB) is a multifunctional protein implicated in cellular survival and apoptosis. In this study, we showed that glyLDL treatment decreased protein level of PHB, reduced viability, and increased apoptosis in human umbilical vein endothelial cells (HUVEC). PHB overexpression or GSPB2 significantly attenuated apoptosis induced by glyLDL. Moreover, PHB siRNA increased HUVEC apoptosis, along with defective mitochondria and increased levels of cytosol cytochrome c concentration, caspase-3 activity, Bax/Bcl-2 ratio, and phosphorylated Akt, whereas PHB overexpression or GSPB2 restored these changes. Our study identified PHB as an important player responsible for HUVEC apoptosis induced by glyLDL. GSPB2 protected against HUVEC apoptosis at least in part through upregulating PHB. Targeting PHB could be significant in fighting against diabetic vascular complications.


Assuntos
Apoptose/efeitos dos fármacos , Biflavonoides/farmacologia , Catequina/farmacologia , Extrato de Sementes de Uva/química , Proantocianidinas/farmacologia , Proteínas Repressoras/metabolismo , Biflavonoides/isolamento & purificação , Catequina/isolamento & purificação , Sobrevivência Celular/efeitos dos fármacos , Regulação da Expressão Gênica/efeitos dos fármacos , Células Endoteliais da Veia Umbilical Humana , Humanos , Lipoproteínas LDL/metabolismo , Mitocôndrias/patologia , Fosforilação/efeitos dos fármacos , Proantocianidinas/isolamento & purificação , Proibitinas , RNA Interferente Pequeno/administração & dosagem
14.
Biochim Biophys Acta ; 1832(6): 805-16, 2013 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23474305

RESUMO

Diabetic nephropathy, as a severe microvascular complication of diabetic mellitus, has become the leading cause of end-stage renal diseases. However, no effective therapeutic strategy has been developed to prevent renal damage progression to end stage renal disease. Hence, the present study evaluated the protective effects of grape seed procyanidin B2 (GSPB2) and explored its molecular targets underlying diabetic nephropathy by a comprehensive quantitative proteomic analysis in db/db mice. Here, we found that oral administration of GSPB2 significantly attenuated the renal dysfunction and pathological changes in db/db mice. Proteome analysis by isobaric tags for relative and absolute quantification (iTRAQ) identified 53 down-regulated and 60 up-regulated proteins after treatment with GSPB2 in db/db mice. Western blot analysis confirmed that milk fat globule EGF-8 (MFG-E8) was significantly up-regulated in diabetic kidney. MFG-E8 silencing by transfection of MFG-E8 shRNA improved renal histological lesions by inhibiting phosphorylation of extracellular signal-regulated kinase1/2 (ERK1/2), Akt and glycogen synthase kinase-3beta (GSK-3ß) in kidneys of db/db mice. In contrast, over-expression of MFG-E8 by injection of recombinant MFG-E8 resulted in the opposite effects. GSPB2 treatment significantly decreased protein levels of MFG-E8, phospho-ERK1/2, phospho-Akt, and phospho-GSK-3ß in the kidneys of db/db mice. These findings yield insights into the pathogenesis of diabetic nephropathy, revealing MFG-E8 as a new therapeutic target and indicating GSPB2 as a prospective therapy by down-regulation of MFG-E8, along with ERK1/2, Akt and GSK-3ß signaling pathway.


Assuntos
Antígenos de Superfície/biossíntese , Biflavonoides/farmacologia , Catequina/farmacologia , Diabetes Mellitus Experimental/metabolismo , Nefropatias Diabéticas/metabolismo , Sistema de Sinalização das MAP Quinases/efeitos dos fármacos , Proteínas do Leite/biossíntese , Proantocianidinas/farmacologia , Regulação para Cima/efeitos dos fármacos , Animais , Antígenos de Superfície/genética , Biflavonoides/química , Catequina/química , Diabetes Mellitus Experimental/tratamento farmacológico , Diabetes Mellitus Experimental/genética , Diabetes Mellitus Experimental/patologia , Nefropatias Diabéticas/genética , Nefropatias Diabéticas/patologia , Nefropatias Diabéticas/prevenção & controle , Quinase 3 da Glicogênio Sintase/genética , Quinase 3 da Glicogênio Sintase/metabolismo , Glicogênio Sintase Quinase 3 beta , Extrato de Sementes de Uva/química , Extrato de Sementes de Uva/farmacocinética , Rim/metabolismo , Rim/patologia , Sistema de Sinalização das MAP Quinases/genética , Masculino , Camundongos , Proteínas do Leite/genética , Proteína Quinase 3 Ativada por Mitógeno/genética , Proteína Quinase 3 Ativada por Mitógeno/metabolismo , Proantocianidinas/química , Proteômica , Proteínas Proto-Oncogênicas c-akt/genética , Proteínas Proto-Oncogênicas c-akt/metabolismo , Regulação para Cima/genética
15.
IEEE Trans Pattern Anal Mach Intell ; 46(5): 3031-3046, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38090833

RESUMO

The current success of Graph Neural Networks (GNNs) usually relies on loading the entire attributed graph for processing, which may not be satisfied with limited memory resources, especially when the attributed graph is large. This paper pioneers to propose a Binary Graph Convolutional Network (Bi-GCN), which binarizes both the network parameters and input node attributes and exploits binary operations instead of floating-point matrix multiplications for network compression and acceleration. Meanwhile, we also propose a new gradient approximation based back-propagation method to properly train our Bi-GCN. According to the theoretical analysis, our Bi-GCN can reduce the memory consumption by an average of  âˆ¼ 31x for both the network parameters and input data, and accelerate the inference speed by an average of  âˆ¼ 51x, on three citation networks, i.e., Cora, PubMed, and CiteSeer. Besides, we introduce a general approach to generalize our binarization method to other variants of GNNs, and achieve similar efficiencies. Although the proposed Bi-GCN and Bi-GNNs are simple yet efficient, these compressed networks may also possess a potential capacity problem, i.e., they may not have enough storage capacity to learn adequate representations for specific tasks. To tackle this capacity problem, an Entropy Cover Hypothesis is proposed to predict the lower bound of the width of Bi-GNN hidden layers. Extensive experiments have demonstrated that our Bi-GCN and Bi-GNNs can give comparable performances to the corresponding full-precision baselines on seven node classification datasets and verified the effectiveness of our Entropy Cover Hypothesis for solving the capacity problem.

16.
Int Immunopharmacol ; 142(Pt B): 113230, 2024 Sep 24.
Artigo em Inglês | MEDLINE | ID: mdl-39321700

RESUMO

BACKGROUND AND AIM: Ulcerative colitis (UC) is a growing global health concern, with current treatments facing challenges like drug dependence and side effects. Fresh bamboo juice (FBJ), known for its antimicrobial and potential immune-modulating properties, has shown promise as a natural therapeutic agent. The present study aimed to explore the protective effects of FBJ against colitis and further analyze the changes of gut microbiota composition, metabolite profiles, and underlying immune mechanisms. MATERIALS AND METHODS: A colitis model in mice was established using DSS to investigate the effectiveness of FBJ. Intestinal tissue and fecal samples were also collected for 16S rRNA gene sequencing and liquid chromatography-mass spectrometry (LC-MS) analysis. Additionally, immunofluorescence and flow cytometry were employed to detect the proliferation and function of group 2 innate lymphoid cells (ILC2). Enzyme-linked immunosorbent assay (ELISA) was used to measure the cytokines secreted by immune cells. RESULTS: FBJ demonstrated significant therapeutic effects against DSS-induced colitis in mice. At the genus level, the abundance of Bacteroides, Akkermansia and unassigned bacteria in the bamboo juice group increased compared with the DSS group. In contrast, the abundance of Alloprevotella, Lactobacillus, Lachnospiraceae_NK4A136_group and Ruminococcaceae_UCG-014 significantly decreased. FBJ partially restored the balance of gut microbiota, as evidenced by the increased levels of beneficial bacteria. Metabolome analysis revealed significant alterations in fecal metabolites, including 3-Hydroxypyridine, Pyridoxine, SM(d18:1/16:0), and DL-Methionine sulfoxide were remarkably altered. Dysregulation of pathways such as Vitamin B6 metabolism, sphingolipid metabolism, and tyrosine metabolism was observed, which may contribute to protection against colitis. Flow cytometry and immunofluorescence showed a significant reduction in the proportion of ILC2 cells following FBJ treatment in the DSS group (1.82 % v.s. 3.18 %, P < 0.05). ELISA showed that the FBJ group had lower levels of IL-5, IL-6, IL-10, IL-13, IL-33, TNF-α, IFN-γ in intestinal tissue. CONCLUSIONS: Our findings demonstrate that FBJ exerts a protective effect against colitis, primarily by modulating the intestinal flora and metabolite profiles in mice with colitis. Furthermore, the observed alterations in bacterial flora and metabolites likely affect ILC2 function and cytokine production, thereby mediating the protective effects against colitis through modulation of the immune system.

17.
RSC Adv ; 14(36): 26103-26114, 2024 Aug 16.
Artigo em Inglês | MEDLINE | ID: mdl-39161437

RESUMO

Excess fluoride in aqueous solutions can significantly affect dental and bone health. This study used two methods to prepare hydroxyapatite to remove fluoride ions from water. The experiments showed that the adsorption capacity and removal rate of hydroxyapatite (Xq-HAP) prepared by the novel method were higher than for the hydroxyapatite (Yt-HAP) prepared by the conventional method. The maximum fluoride ion trapping capacity of Xq-HAP could reach 29.04 mg g-1 under the conditions of pH = 5 and an F ion concentration of 10 mg L-1. The materials were characterized by SEM, XRD, BET, XPS, and FTIR. An investigation was conducted to examine the impact of contact time, adsorbent dosage, fluoride concentration, solution pH, temperature, and several other parameters on the removal of fluoride. Adsorption equilibrium was reached in approximately 3 h at an initial fluoride concentration of 10 mg L-1. It can be seen that the adsorbent has a faster ability to trap fluoride ions. The adsorption kinetics and Langmuir isotherm indicated that fluoride ion adsorption is a monolayer chemisorption process. Further characterization and kinetic studies indicated that the removal mechanism involves ion exchange, electrostatic interactions, and complexation. After five adsorption cycles, the adsorption capacity reaches 23 mg g-1.

18.
J Coll Physicians Surg Pak ; 33(10): 1087-1092, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37804011

RESUMO

OBJECTIVE: To determine the accuracy of diagnosis of pulmonary nodules using artificial intelligence method. STUDY DESIGN: Observational study. Place and Duration of the Study: Department of Thoracic Surgery, Jinan Central Hospital, Jinan, China, from January 2020 to May 2021. METHODOLOGY: An analysis of clinical characteristics exhibited by 32 patients initially diagnosed with malignant tumours through imaging (LDCT) and artificial intelligence (AI), was reclassified as having benign lesions following surgical intervention. Quantitative parameters were assessed, including CT mean value, kurtosis, skewness, solid ratio, and the ratio of length to short diameter, within a cohort of 32 benign patients juxtaposed with 58 patients diagnosed with lung cancer during the same time frame. The AI-derived parameters were subjected to Mann-Whitney U non-parametric test. RESULTS: A total of 32 benign pulmonary lesions were evaluated that were initially misdiagnosed as malignant prior to surgery. These lesions displayed an average length of (18.56 ± 12.16) mm, with the majority characterised as solid (68.8%). Notably, a substantial proportion of these lesions exhibited imaging features akin to malignant growths. The AI-derived quantitative parameters of the 32 benign cases and the 58 malignant cases revealed statistical significance in average CT value and solid ratio. However, statistical significance was not established for kurtosis, skewness, or the ratio of length to short diameter. The area under the Receiver Operating Characteristic (ROC) curve for average CT value and solid ratio stood at 0.71 and 0.705, respectively. CONCLUSION: Among the cases initially misdiagnosed as malignant yet subsequently identified as benign, a notable number of these instances were solid nodules, often resembling malignant lesions in imaging characteristics. There was moderate discriminatory capacity for average CT value and solid ratio, rendering them valuable tools for distinguishing between benign and malignant lesions within this particular cohort. This underscores their high diagnostic significance. KEY WORDS: Artificial intelligence, Benign lesions of lung, Lung cancer, Quantitative parameters, Postoperative.


Assuntos
Inteligência Artificial , Neoplasias Pulmonares , Humanos , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/patologia , Pulmão/patologia , Tomografia Computadorizada por Raios X/métodos , Curva ROC
19.
Int J Genomics ; 2023: 9731675, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37587914

RESUMO

Abnormal stratifin (SFN) expression is closely related to the progression of several human cancers, but the potential roles of SFN in hepatocellular carcinoma (HCC) remain largely unknown. In this study, we found that SFN was upregulated in HCC cell lines and tissues and was positively associated with tumor size, poor differentiation, Tumor Node Metastasis (TNM) stage, and vascular invasion. In addition, high expression levels of SFN were associated with poor overall survival and disease-free survival. Biologically, downregulation of SFN suppressed tumor cell proliferation, epithelial-mesenchymal transition (EMT), invasion, and migration in vitro and tumor growth in vivo. However, overexpression of SFN promoted cell proliferation, EMT, invasion, and migration in vitro and tumor growth in vivo. Mechanistically, overexpression of SFN activated the Wnt/ß-catenin pathway by promoting Glycogen synthase kinase-3 beta (GSK-3ß) phosphorylation, decreasing ß-catenin phosphorylation, promoting ß-catenin transport into the nucleus, and enhancing the expression of c-Myc, whereas depletion of SFN inhibited the Wnt/ß-catenin pathway. In addition, TOPFlash/FOPFlash reporter assays showed that overexpression or downregulation of SFN obviously increased or decreased, respectively, the activity of the Wnt/ß-catenin pathway. Our results indicated that SFN plays an important role in HCC, possibly providing a prognostic factor and therapeutic target for HCC.

20.
J Kidney Cancer VHL ; 10(1): 1-8, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36713028

RESUMO

Ligustrazine is a Chinese herb (Chuanxiong) approved for use as a medical drug in China. Recent evidence suggests that ligustrazine has promising antitumor properties. Our preliminary results showed that ligustrazine could inhibit the growth of human renal cell carcinoma (RCC) cell lines. However, the complicated molecular mechanism has not been fully revealed. Therefore, the purpose of this study to investigate the mechanism of ligustrazine resistance in human RCC cells. Cell proliferation, migration, invasion, and colony-formation ability of RCC cells A498 were detected by MTT assay, clonal formation rates, and transwell chamber assay in vitro. The expression of epithelial-mesenchymal transition (EMT)-related proteins were analyzed using western blot test. The effect of ligustrazine on the growth of A498 cells in nude mice was investigated in vivo. Our results showed that ligustrazine could significantly inhibit the proliferation, migration, and invasion of A498 both in vivo and vitro. Western blot analysis showed that the expressions of EMT-related, N-cadherin, snail, and slug proteins were significantly decreased in A498 in the ligustrazine treatment group. This study indicated that ligustrazine could significantly inhibit the malignant biological behaviors of RCC cell lines, possibly by inhibiting the EMT process.

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