RESUMO
OBJECTIVE: The traditional VBQ scoring method may lead to overestimation due to the concentration of intravertebral fat and vascular structures in the posterior half of vertebral bodies, potentially resulting in false-positive outcomes. This study aims to modify the measurement method of VBQ score (Modified-VBQ) and evaluate its effectiveness in evaluating bone quality of lumbar degenerative diseases. METHODS: Retrospective analysis was conducted on clinical data from patients undergoing lumbar surgery for degenerative diseases between September 2022 and September 2023. Preoperative lumbar t1-weighted Magnetic resonance imaging was used for both modified and traditional VBQ scoring. Computed tomography (CT) images and dual-energy X-ray absorptiometry (DEXA) data were collected through the picture archiving and communication system. The effectiveness of the modified VBQ score was evaluated, considering P < 0.05 as statistically significant. RESULTS: The study included 212 patients, revealing a significant difference between the modified VBQ and VBQ scores (P < 0.0001). Notably, patients with a history of hyperlipidemia exhibited a significant difference between the two scores (P = 0.0037). The area under the ROC curve (AUC) for the modified VBQ was 0.86, surpassing the VBQ score (AUC = 0.74). Linear regression analysis demonstrated a moderate to strong correlation between the modified VBQ and DEXA T-score (r = - 0.49, P < 0.0001) and a high correlation with CT Hounsfield units (HU) values (r = - 0.60, P < 0.0001). CONCLUSION: The modified VBQ score provides a simple, effective, and relatively accurate means of assessing bone quality in lumbar degenerative diseases. Preoperative implementation of the modified VBQ score facilitates rapid screening for patients with abnormal bone quality.
Assuntos
Vértebras Lombares , Imageamento por Ressonância Magnética , Humanos , Masculino , Vértebras Lombares/diagnóstico por imagem , Vértebras Lombares/cirurgia , Feminino , Pessoa de Meia-Idade , Idoso , Imageamento por Ressonância Magnética/métodos , Estudos Retrospectivos , Adulto , Densidade Óssea/fisiologia , Absorciometria de Fóton/métodos , Idoso de 80 Anos ou mais , Tomografia Computadorizada por Raios X/métodosRESUMO
Circular RNAs are involved in the pathogenesis of various diseases, although its expression pattern and role in polycystic ovary syndrome (PCOS), characterised by hyperandrogenism, are not very clear. This article assessed the circRNAs expression profile in the ovaries of PCOS mice by circRNAs high-throughput sequencing and explored the role of circEpha5 in hyperandrogenism. The results showed that the overexpression of circEpha5 in mouse preantral follicles could increase the expression of Cyp17a1, an androgen synthesis-related gene, which resulted in a higher serum level of testosterone. Dual-luciferase reporter gene studies identified miR-758-5p as a direct target of circEpha5. Consequently, miR-758-5p expression was downregulated upon circEpha5 overexpression. Ectopically expressed miR-758-5p reversed the stimulation effects of circEpha5 on steroidogenesis-related gene expression and testosterone release. Therefore, circEpha5 could sponge miR-758-5p to regulate the expression of Cyp17a1, thereby promoting the synthesis and secretion of androgen in the preantral follicles. This work is contributed to the understanding of the pathogenesis of hyperandrogenemia and lays the foundation for the development of therapeutic targets of PCOS hyperandrogenism.
IMPACT STATEMENTWhat is already known on this subject? PCOS is a complex endocrine and metabolic disorders with hyperandrogenism as the main clinical manifestation. There are a variety of abnormal expression circRNAs in PCOS, however, the relationship between circEpha5 and hyperandrogenism has yet to be fully elucidated.What do the results of this study add? We first found that expression levels of serum circEpha5 were significantly higher in PCOS than in a normal group. Using mouse preantral follicle culture model and the letrozole-induced PCOS mouse model, the mechanism of CircEpha5 regulating androgen secretion was studied.What the implications are of these findings for clinical practice and/or further research? It was revealed that CircEpha5 can absorb miR-758-5p in the sponge to regulate the expression of Cyp17a1, thereby promoting the synthesis and secretion of androgen in preantral follicles, which may become a key target for the screening and treatment of PCOS hyperandrogenism.
Assuntos
Hiperandrogenismo , MicroRNAs , Síndrome do Ovário Policístico , Feminino , Humanos , Animais , Camundongos , Androgênios , Hiperandrogenismo/genética , RNA Circular , Síndrome do Ovário Policístico/metabolismo , Testosterona , MicroRNAs/genéticaRESUMO
Obesity induced by a high-fat diet (HFD) leads to the excessive consumption of primordial follicles (PFs) in the ovaries. There is systemic chronic inflammation under HFD conditions, but no previous studies have explored whether there is a certain causal relationship between HFD-induced chronic inflammation and the overactivation of PFs. Here, we showed that HFD causes disorders of intestinal microflora in mice, with five Gram-negative bacteria showing the most profound increase at the genus level compared to the normal diet (ND) groups and contributes to the production of endotoxin. Endotoxin promotes M1 macrophage infiltration in the ovaries, where they exhibit proinflammatory actions by secreting cytokines IL-6, IL-8, and TNFα. These cytokines then boost the activation of PFs by activating Signal Transducer and Activator of Transcription 3 (STAT3) signaling in follicles. Interestingly, transplantation of the HFD intestinal microflora to the ND mice partly replicates ovarian macrophage infiltration, proinflammation, and the overactivation of PFs. Conversely, transplanting the ND fecal microbiota to the HFD mice can alleviate ovarian inflammation and rescue the excessive consumption of PFs. Our findings uncover a novel and critical function of gut microbes in the process of PF overactivation under HFD conditions, and may provide a new theoretical basis for the microbial treatment of patients with premature ovarian insufficiency caused by HFD.
Assuntos
Dieta Hiperlipídica , Microbioma Gastrointestinal , Animais , Citocinas , Dieta Hiperlipídica/efeitos adversos , Endotoxinas , Feminino , Microbioma Gastrointestinal/fisiologia , Inflamação , Macrófagos , Camundongos , Camundongos Endogâmicos C57BL , OvárioRESUMO
Protein arginine deiminases (PADs) hydrolyze the side chain of arginine to form citrulline. Aberrant PAD activity is associated with rheumatoid arthritis, multiple sclerosis, lupus, and certain cancers. These pathologies established the PADs as therapeutic targets and multiple PAD inhibitors are known. Herein, we describe the first highly potent PAD1-selective inhibitors (1 and 19). Detailed structure-activity relationships indicate that their potency and selectivity is due to the formation of a halogen bond with PAD1. Importantly, these inhibitors inhibit histone H3 citrullination in HEK293TPAD1 cells and mouse zygotes with excellent potency. Based on this scaffold, we also developed a PAD1-selective activity-based probe that shows remarkable cellular efficacy and proteome selectivity. Based on their potency and selectivity we expect that 1 and 19 will be widely used chemical tools to understand PAD1 biology.
Assuntos
Citrulinação/efeitos dos fármacos , Citrulina/química , Inibidores Enzimáticos/química , Inibidores Enzimáticos/farmacologia , Processamento de Proteína Pós-Traducional/efeitos dos fármacos , Proteína-Arginina Desiminase do Tipo 1/antagonistas & inibidores , Animais , Embrião de Mamíferos/efeitos dos fármacos , Embrião de Mamíferos/enzimologia , Células HEK293 , Histonas/química , Humanos , Isoenzimas , Camundongos , Proteína-Arginina Desiminase do Tipo 1/metabolismoRESUMO
Pyruvate dehydrogenase kinases (PDKs) modulate energy homeostasis in multiple tissues and cell types, under various nutrient conditions, through phosphorylation of the α subunit (PDHE1α, also known as PDHA1) of the pyruvate dehydrogenase (PDH) complex. However, the roles of PDKs in meiotic maturation are currently unknown. Here, by undertaking knockdown and overexpression analysis of PDK paralogs (PDK1-PDK4) in mouse oocytes, we established the site-specificity of PDKs towards the phosphorylation of three serine residues (Ser232, Ser293 and Ser300) on PDHE1α. We found that PDK3-mediated phosphorylation of Ser293-PDHE1α results in disruption of meiotic spindle morphology and chromosome alignment and decreased total ATP levels, probably through inhibition of PDH activity. Unexpectedly, we discovered that PDK1 and PDK2 promote meiotic maturation, as their knockdown disturbs the assembly of the meiotic apparatus, without significantly altering ATP content. Moreover, phosphorylation of Ser232-PDHE1α was demonstrated to mediate PDK1 and PDK2 action in meiotic maturation, possibly through a mechanism that is distinct from PDH inactivation. These findings reveal that there are divergent roles of PDKs during oocyte maturation and indicate a new mechanism controlling meiotic structure.
Assuntos
Oócitos/citologia , Oócitos/enzimologia , Proteínas Serina-Treonina Quinases/metabolismo , Animais , Diferenciação Celular , Cromossomos de Mamíferos/metabolismo , Regulação Enzimológica da Expressão Gênica , Técnicas de Silenciamento de Genes , Meiose , Camundongos Endogâmicos ICR , Modelos Biológicos , Fosforilação , Fosfosserina/metabolismo , Proteínas Serina-Treonina Quinases/genética , Piruvato Desidrogenase Quinase de Transferência de Acetil , Fuso Acromático/metabolismoRESUMO
Transcription factor binding to DNA in vivo causes the recruitment of chromatin modifiers that can cause changes in chromatin structure, including the modification of histone tails. We previously showed that estrogen receptor (ER) target gene activation is facilitated by peptidylarginine deiminase 2 (PAD2)-catalyzed histone H3R26 deimination (H3R26Cit). Here we report that the genomic distributions of ER and H3R26Cit in breast cancer cells are strikingly coincident, linearly correlated, and observed as early as 2 minutes following estradiol treatment. The H3R26Cit profile is unlike that of previously described histone modifications and is characterized by sharp, narrow peaks. Paired-end MNase ChIP-seq indicates that the charge-neutral H3R26Cit modification facilitates ER binding to DNA by altering the fine structure of the nucleosome. Clinically, we find that PAD2 and H3R26Cit levels correlate with ER expression in breast tumors and that high PAD2 expression is associated with increased survival in ER+ breast cancer patients. These findings provide insight into how transcription factors gain access to nucleosomal DNA and implicate PAD2 as a novel therapeutic target for ER+ breast cancer.
Assuntos
Histonas/metabolismo , Nucleossomos/metabolismo , Receptores de Estrogênio/metabolismo , Neoplasias da Mama/genética , Neoplasias da Mama/metabolismo , Neoplasias da Mama/mortalidade , Montagem e Desmontagem da Cromatina , Estrogênios/metabolismo , Estrogênios/farmacologia , Feminino , Perfilação da Expressão Gênica , Regulação da Expressão Gênica/efeitos dos fármacos , Genômica , Humanos , Hidrolases/genética , Hidrolases/metabolismo , Células MCF-7 , Prognóstico , Ligação Proteica , Proteína-Arginina Desiminase do Tipo 2 , Desiminases de Arginina em ProteínasRESUMO
Peptidylarginine deiminase 4 (PAD4) is a Ca(2+)-dependent enzyme that converts arginine and methylarginine residues to citrulline, with histone proteins being among its best-described substrates to date. However, the biological function of this posttranslational modification, either in histones or in nonhistone proteins, is poorly understood. Here, we show that PAD4 recognizes, binds, and citrullinates glycogen synthase kinase-3ß (GSK3ß), both in vitro and in vivo. Among other functions, GSK3ß is a key regulator of transcription factors involved in tumor progression, and its dysregulation has been associated with progression of human cancers. We demonstrate that silencing of PAD4 in breast cancer cells leads to a striking reduction of nuclear GSK3ß protein levels, increased TGF-ß signaling, induction of epithelial-to-mesenchymal transition, and production of more invasive tumors in xenograft assays. Moreover, in breast cancer patients, reduction of PAD4 and nuclear GSK3ß is associated with increased tumor invasiveness. We propose that PAD4-mediated citrullination of GSK3ß is a unique posttranslational modification that regulates its nuclear localization and thereby plays a critical role in maintaining an epithelial phenotype. We demonstrate a dynamic and previously unappreciated interplay between histone-modifying enzymes, citrullination of nonhistone proteins, and epithelial-to-mesenchymal transition.
Assuntos
Citrulina/metabolismo , Transição Epitelial-Mesenquimal/fisiologia , Quinase 3 da Glicogênio Sintase/metabolismo , Hidrolases/metabolismo , Transdução de Sinais/fisiologia , Fator de Crescimento Transformador beta/metabolismo , Ionóforos de Cálcio , Imunofluorescência , Técnicas de Silenciamento de Genes , Glicogênio Sintase Quinase 3 beta , Humanos , Immunoblotting , Imuno-Histoquímica , Imunoprecipitação , Células MCF-7 , Espectrometria de Massas , Microscopia de Interferência , Mutagênese Sítio-Dirigida , Proteína-Arginina Desiminase do Tipo 4 , Desiminases de Arginina em Proteínas , Reação em Cadeia da Polimerase em Tempo Real , Estatísticas não ParamétricasRESUMO
Ca(2+) oscillations are a hallmark of mammalian fertilization and play a central role in the activation of development. The calcium required for these oscillations is primarily derived from the endoplasmic reticulum (ER), which accumulates in clusters at the microvillar subcortex during oocyte maturation. The migration of the ER to the cortex during maturation is thought to play an important role in rendering the ER competent to generate the calcium transients, and the redistribution of ER is believed to be primarily mediated by microtubules and microfilaments. We have previously shown that the oocyte- and early embryo-restricted maternal effect gene Mater (Nlrp5) localizes to, and is required for, formation of the oocyte cytoplasmic lattices, a tubulin-containing structure that appears to play an important role in organelle positioning and distribution during oocyte maturation. Given these observations, we hypothesized that Mater may also be required for ER redistribution and Ca(2+) homeostasis in oocytes. To test this hypothesis, we first investigated ER localization in metaphase-II Mater(tm/tm) (hypomorph) oocytes and found ER clusters to be less abundant at the microvillar cortex when compared to wild type oocytes. To examine the potential mechanisms by which MATER mediates ER redistribution, we tested whether tubulin expression levels and localization were affected in the mutant oocytes and found that the Triton-insoluble fraction of tubulin was significantly decreased in Mater(tm/tm) oocytes. To identify potential functional defects associated with these ER abnormalities, we next set out to investigate if the pattern of Ca(2+) oscillations was altered in Mater(tm/tm) oocytes after fertilization in vitro. Intriguingly, Ca(2+) oscillations in Mater(tm/tm) oocytes exhibited a significantly lower first peak amplitude and a higher frequency when compared to wild type oocytes. We then found that the Ca(2+) oscillation defect in Mater(tm/tm) oocytes was likely caused by a reduced amount of Ca(2+) in the ER stores. Taken together, these observations support the hypothesis that MATER is required for ER distribution and Ca(2+) homeostasis in oocytes, likely due to defects in lattice-mediated ER positioning and/or redistribution.
Assuntos
Antígenos/metabolismo , Cálcio/metabolismo , Proteínas do Ovo/metabolismo , Retículo Endoplasmático/metabolismo , Homeostase/fisiologia , Metáfase/fisiologia , Microtúbulos/fisiologia , Animais , Western Blotting , Imunoprecipitação , Camundongos , Microscopia Confocal , Oócitos/metabolismo , Tubulina (Proteína)/metabolismoRESUMO
Cofactors for estrogen receptor α (ERα) can modulate gene activity by posttranslationally modifying histone tails at target promoters. Here, we found that stimulation of ERα-positive cells with 17ß-estradiol (E2) promotes global citrullination of histone H3 arginine 26 (H3R26) on chromatin. Additionally, we found that the H3 citrulline 26 (H3Cit26) modification colocalizes with ERα at decondensed chromatin loci surrounding the estrogen-response elements of target promoters. Surprisingly, we also found that citrullination of H3R26 is catalyzed by peptidylarginine deiminase (PAD) 2 and not by PAD4 (which citrullinates H4R3). Further, we showed that PAD2 interacts with ERα after E2 stimulation and that inhibition of either PAD2 or ERα strongly suppresses E2-induced H3R26 citrullination and ERα recruitment at target gene promoters. Collectively, our data suggest that E2 stimulation induces the recruitment of PAD2 to target promoters by ERα, whereby PAD2 then citrullinates H3R26, which leads to local chromatin decondensation and transcriptional activation.
Assuntos
Arginina/metabolismo , Biocatálise , Citrulina/metabolismo , Receptor alfa de Estrogênio/metabolismo , Histonas/metabolismo , Hidrolases/metabolismo , Ativação Transcricional , Animais , Biocatálise/efeitos dos fármacos , Linhagem Celular Tumoral , Cromatina/metabolismo , Estrogênios/farmacologia , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Genoma Humano/genética , Humanos , Camundongos , Motivos de Nucleotídeos/genética , Regiões Promotoras Genéticas/genética , Proteína-Arginina Desiminase do Tipo 2 , Desiminases de Arginina em Proteínas , Elementos de Resposta/genética , Transcrição Gênica/efeitos dos fármacos , Ativação Transcricional/efeitos dos fármacosRESUMO
Peptidylarginine deiminase IV (PADI4) catalyzes the conversion of positively charged arginine and methylarginine residues to neutrally charged citrulline, and this activity has been linked to the repression of a limited number of target genes. To broaden our knowledge of the regulatory potential of PADI4, we utilized chromatin immunoprecipitation coupled with promoter tiling array (ChIP-chip) analysis to more comprehensively investigate the range of PADI4 target genes across the genome in MCF-7 breast cancer cells. Results showed that PADI4 is enriched in gene promoter regions near transcription start sites (TSSs); and, surprisingly, this pattern of binding is primarily associated with actively transcribed genes. Computational analysis found potential binding sites for Elk-1, a member of the ETS oncogene family, to be highly enriched around PADI4 binding sites; and coimmunoprecipitation analysis then confirmed that Elk-1 physically associates with PADI4. To better understand how PADI4 may facilitate gene transactivation, we then show that PADI4 interacts with Elk-1 at the c-Fos promoter and that, following Epidermal Growth Factor (EGF) stimulation, PADI4 catalytic activity facilitates Elk-1 phosphorylation, histone H4 acetylation, and c-Fos transcriptional activation. These results define a novel role for PADI4 as a transcription factor co-activator.
Assuntos
Neoplasias da Mama/genética , Genoma Humano , Hidrolases/genética , Proteínas Proto-Oncogênicas c-fos/genética , Proteínas Elk-1 do Domínio ets/genética , Sítios de Ligação , Neoplasias da Mama/metabolismo , Linhagem Celular Tumoral , Feminino , Estudo de Associação Genômica Ampla , Humanos , Fosforilação , Regiões Promotoras Genéticas , Proteína-Arginina Desiminase do Tipo 4 , Desiminases de Arginina em Proteínas , Proteínas Proto-Oncogênicas c-fos/metabolismo , Ativação Transcricional/genética , Proteínas Elk-1 do Domínio ets/metabolismoRESUMO
Matrix metalloproteinases (MMPs) are enzymes that regulate extracellular matrix composition and contribute to cell migration. Microarray studies in mouse placenta suggested that MMP-9 transcript abundance was dependent on distal-less 3 (Dlx3), a placental-specific transcriptional regulator; however, it was not clear if this was a direct or indirect effect. Here we investigate mechanism(s) for Dlx3-dependent MMP-9 gene transcription and gelatinase activity in placental trophoblasts. Initial studies confirmed that MMP-9 activity was reduced in placental explants from Dlx3(-/-) mice and that murine MMP-9 promoter activity was induced by Dlx3 overexpression. Two binding sites within a murine MMP-9 promoter fragment bound Dlx3, and mutations in both elements reduced basal MMP-9-luciferase reporter activity and abolished regulation by Dlx3. Chromatin immunoprecipitation studies in JEG3 cells confirmed Dlx3 binding to the endogenous human MMP-9 promoter at three distinct sites and knockdown of human Dlx3 resulted in reduced endogenous MMP-9 transcripts and secreted activity. These studies provide novel evidence that Dlx3 is involved directly in the transcriptional regulation of mouse and human MMP-9 gene expression in placental trophoblasts.
Assuntos
Regulação Enzimológica da Expressão Gênica/fisiologia , Metaloproteinase 9 da Matriz/metabolismo , Trofoblastos/citologia , Animais , Western Blotting , Linhagem Celular Tumoral , Coriocarcinoma/metabolismo , Feminino , Gelatinases/genética , Gelatinases/metabolismo , Técnicas de Silenciamento de Genes , Proteínas de Homeodomínio/genética , Proteínas de Homeodomínio/metabolismo , Masculino , Metaloproteinase 9 da Matriz/genética , Camundongos , Camundongos Knockout , Ligação Proteica , RNA Interferente Pequeno , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Trofoblastos/enzimologiaRESUMO
Drug resistance is still a big challenge for cancer patients. We previously demonstrated that inhibiting peptidylarginine deiminase 2 (PADI2) enzyme activity with Cl-amine increases the efficacy of docetaxel (Doc) on tamoxifen-resistant breast cancer cells with PADI2 expression. However, it is not clear whether this effect applies to other tumour cells. Here, we collected four types of tumour cells with different PADIs expression and fully evaluated the inhibitory effect of the combination of PADIs inhibitor (BB-Cla) and Doc in vitro and in vivo on tumour cell growth. Results show that inhibiting PADIs combined with Doc additively inhibits tumour cell growth across the four tumour cells. PADI2-catalysed citrullination of MEK1 Arg 189 exists in the four tumour cells, and blocking the function of MEK1 Cit189 promotes the anti-tumour effect of Doc in these tumour cells. Further analysis shows that inhibiting MEK1 Cit189 decreases the expression of cancer cell stemness factors and helps prevent cancer cell stemness maintenance. Importantly, this combined treatment can partially restore the sensitivity of chemotherapy-resistant cells to docetaxel or cisplatin in tumour cells. Thus, our study provides an experimental basis for the combined therapeutic approaches using docetaxel- and PADIs inhibitors-based strategies in tumour treatment. This article is part of the Theo Murphy meeting issue 'The virtues and vices of protein citrullination'.
Assuntos
Antineoplásicos , Citrulinação , Docetaxel , Resistencia a Medicamentos Antineoplásicos , MAP Quinase Quinase 1 , Humanos , Docetaxel/farmacologia , Tamoxifeno , MAP Quinase Quinase 1/genética , MAP Quinase Quinase 1/metabolismo , Antineoplásicos/farmacologiaRESUMO
Although only a small number of primordial follicles are known to be selectively activated during female reproductive cycles, the mechanisms that trigger this recruitment remain largely uncharacterized. Misregulated activation of primordial follicles may lead to the exhaustion of the non-renewable pool of primordial follicles, resulting in premature ovarian insufficiency. Here, we found that poly(ADP-ribose) polymerase 1 (PARP1) enzymatic activity in the surrounding granulosa cells (GCs) in follicles determines the subpopulation of the dormant primordial follicles to be awakened. Conversely, specifically inhibiting PARP1 in oocytes in an in vitro mouse follicle reconstitution model does not affect primordial follicle activation. Further analysis revealed that PARP1-catalyzed transcription factor YY1 PARylation at Y185 residue facilitates YY1 occupancy at Grp78 promoter, a key molecular chaperone of endoplasmic reticulum stress (ERS), and promotes Grp78 transcription in GCs, which is required for GCs maintaining proper ERS during primordial follicle activation. Inhibiting PARP1 prevents the loss of primordial follicle pool by attenuating the excessive ERS in GCs under fetal bisphenol A exposure. Together, we demonstrate that PARP1 in GCs acts as a pivotal modulator to determine the fate of the primordial follicles and may represent a novel therapeutic target for the retention of primordial follicle pool in females.
Assuntos
Estresse do Retículo Endoplasmático , Células da Granulosa , Poli(ADP-Ribose) Polimerase-1 , Poli ADP Ribosilação , Animais , Feminino , Camundongos , Catálise , Chaperona BiP do Retículo Endoplasmático , Células da Granulosa/metabolismo , Oócitos/metabolismo , Folículo Ovariano/metabolismo , Poli(ADP-Ribose) Polimerase-1/metabolismoRESUMO
In order to improve the dynamic evaluation ability of medical image multimedia courseware-assisted teaching effect, the evaluation of medical image multimedia courseware-assisted teaching effect based on a deep learning algorithm is proposed. The statistical data analysis model of medical image multimedia courseware-assisted teaching effect is established to estimate its utilization rate and scale parameters. Based on the prediction of spatial attribute parameters, the classification big data mining model of medical image multimedia courseware-assisted teaching is constructed by using the deep learning algorithm, mining association rules and frequent item sets that can dynamically reflect the quality of medical image multimedia courseware-assisted teaching, and extracting the statistical feature of the dataset of constraint indicators of medical image multimedia courseware-assisted teaching effect to improve the teaching quality of medical imaging course. The simulation results show that this method has a better precision delivery effect, higher dynamic matching degree of teaching evaluation parameters, more than 90% reliability, and better clustering of statistical eigenvalues.
Assuntos
Instrução por Computador , Aprendizado Profundo , Simulação por Computador , Multimídia , Reprodutibilidade dos TestesRESUMO
A comprehensive survey of the development trends, trend evolution, and spatial non-equilibrium characteristics of the intelligent smart medical industry in the Yangtze River Economic Belt could provide significant policy implications for optimizing the spatial layout of the integrated development of the smart medical industry in this region. Using the Criteria Importance Though Intercriteria Correlation objective evaluation method for a study period from 2016 to 2020, 11 provinces and cities along the Yangtze River Economic Belt were quantitatively evaluated in relation to the development of the smart medical industry. Accordingly, the application of exploratory spatial data analysis, the kernel density estimation, and the Dagum Gini coefficient and its decomposition method were used to comprehensively evaluate the trends in the Yangtze River Economic Belt's smart medical industry regarding trend evolution and unbalanced spatial characteristics. The overall level of development of the smart medical industry in the Yangtze River Economic Belt was not good. It showed an increasing spatial pattern from the western inland to eastern coastal regions. The development of the artificial intelligence industry in the Yangtze River Economic Belt showed a positive spatial autocorrelation with significant "spatial spillover effects." The local agglomeration mode was mainly high (a high cluster). In addition, industrial development showed a multi-polarization trend. Although the degree of spatial disequilibrium in the artificial intelligence industry development along the Yangtze River Economic Belt has decreased in recent years, the degree of spatial disequilibrium remains significant.
Assuntos
Inteligência Artificial , Rios , Indústrias , Cidades , Desenvolvimento EconômicoRESUMO
With the outbreak of COVID-19 and the development of online teaching, the online flipping teaching mode has attracted increasing attention. Systematic analysis of the research status and development trend of the flipped classrooms is significant for guiding the improvement of the quality of online flipped teaching. This study used the metrology software CiteSpace to draw a scientific knowledge map of relevant research in the web of science database from 2013 to 2021. It performed visual analysis of research authors, research institutions and countries, keyword clustering, keywords co-occurrence, and keyword time zone distribution. The results showed that: (1) The flipped classrooms research has attracted increasing attention from the social and educational circles, however, the relationship between relevant research authors, institutions, and countries is not close enough, and there is little cooperation. We need to strengthen cooperation further and realize the sharing of high-quality resources; (2) Based on keyword co-occurrence cluster analysis, this study identified three hot topics, namely, preparation before class, classroom activities and consolidation after class; (3) According to the keyword time zone map, this study divided three frontier evolution trends: exploration period, adaptation period, and growth period; (4) Finally, with the spread of novel coronavirus, it is suggested to promote the online flipped classroom teaching mode, and put forward reasonable suggestions from the perspective of teachers, students and researchers, and look forward to the future digital development direction of the flipped classroom.
Assuntos
COVID-19 , Aprendizagem Baseada em Problemas , COVID-19/epidemiologia , Humanos , Aprendizagem Baseada em Problemas/métodos , Estudantes , Inquéritos e Questionários , UniversidadesRESUMO
With China's economic and social development entering a new era, the improvement of miners' living standards and safety production conditions in coal mine are bound to have a new impact on the safety needs of miners. In order to explore the structural changes of miners' safety demands in the new era, this research adopts the second-order confirmatory factor analysis method to investigate miners from six coal mining enterprises based on Koffka's cognitive psychology theory. Firstly, according to the interaction between the behavioral environment and the self-regulation of coal miners, six potential variables affecting miners' safety psychology, such as material satisfaction, non-skill internal causes, professionalism, emotional attribution, safety atmosphere, and organizational management, are selected. Then, each potential variable is subdivided into 3 observation variables, for a total of 18 observation variables, and a 3-tier comprehensive structural model of miners' safety psychology is constructed that takes into account both evaluation and path integration. The results showed that, affected by the interaction of various potential variables, the degree and intensity of the influence of each factor on miners' safety psychology were different. Among them, emotional attribution was the most significant factor affecting miners' safety psychology, while the influence of organizational management was slightly less important than emotional attribution. Organizational management had a positive impact on material satisfaction and non-skill internal factors. Occupational literacy, material satisfaction, and safety atmosphere had strong impacts on miners' safety psychology. But the impact of non-skill factors on miners' safety psychology was lower than other factors, which is different to previous studies on this aspect.
Assuntos
Minas de Carvão , Mineradores , China , Carvão Mineral , Análise Fatorial , Humanos , Mineradores/psicologiaRESUMO
The most common structural defect of a tunnel in the operation period is the cracking of concrete lining. The insufficient thickness of tunnel lining is one of the main reasons for its cracking. This study studied the cracking behavior of standard concrete specimens and the failure behavior of tunnel structures caused by insufficient lining thickness using Cohesive Zone Model (CZM). Firstly, zero-thickness cohesive elements were globally inserted between solid elements of the standard concrete specimen model, and the crack development process of different concrete grades was compared. On this basis, a three-dimensional numerical model of the tunnel in the operation period was established. The mechanism and characteristics of crack propagation under different lining thicknesses were discussed. In addition, the statistics of cracks were made to discuss the development rules of lining cracks quantitatively. The results show that the CZM can reasonably simulate the fracture behavior of concrete. With the increase in concrete strength grade, the number of cohesive damaged elements and crack area increases. The insufficient lining thickness changes the lining stress distribution characteristics, reduces the lining structure's overall safety, and leads to the cracking of the diseased area more easily. When surrounding rock does not contact the insufficient lining thickness, its influence on the structure is more evident than when surrounding rock fills the entire lining thickness. The number of cohesive damaged elements and the size of the crack area increases significantly.
RESUMO
In recent years, increasing evidence has shown that bacteriophages (phages) can inhibit infection caused by multidrug-resistant (MDR) bacteria. Here, we isolated a new phage, named vB_ShiP-A7, using MDR Shigella flexneri as the host. vB_ShiP-A7 is a novel member of Podoviridae, with a latency period of approximately 35 min and a burst size of approximately 100 phage particles/cell. The adsorption rate constant of phage vB_ShiP-A7 to its host S. flexneri was 1.405 × 10-8 mL/min. The vB_ShiP-A7 genome is a linear double-stranded DNA composed of 40,058 bp with 177 bp terminal repeats, encoding 43 putative open reading frames. Comparative genomic analysis demonstrated that the genome sequence of vB_ShiP-A7 is closely related to 15 different phages, which can infect different strains. Mass spectrometry analysis revealed that 12 known proteins and 6 hypothetical proteins exist in the particles of phage vB_ShiP-A7. Our results confirmed that the genome of vB_ShiP-A7 is free of lysogen-related genes, bacterial virulence genes, and antibiotic resistance genes. vB_ShiP-A7 can significantly disrupt the growth of some MDR clinical strains of S. flexneri and Escherichia coli in liquid culture and biofilms in vitro. In addition, vB_ShiP-A7 can reduce the load of S. flexneri by approximately 3-10 folds in an infection model of mice. Therefore, vB_ShiP-A7 is a stable novel phage with the potential to treat infections caused by MDR strains of S. flexneri and E. coli.
RESUMO
The fecundity of female mammals is resolved by the limited size of the primordial follicle (PF) pool formed perinatally. The establishment of PF pool is accompanied by a significant programmed oocyte death. Long non-coding RNAs (lncRNA) are central modulators in regulating cell apoptosis or autophagy in multiple diseases, however, the significance of lncRNAs governing perinatal oocyte loss remains unknown. Here we find that Yin-Yang 1 (YY1) directly binds to the lncRNA X-inactive-specific transcript (Xist) promoter and facilitates Xist expression in the perinatal mouse ovaries. Xist is highly expressed in fetal ovaries and sharply downregulated along with the establishment of PF pool after birth. Gain or loss of function analysis reveals that Xist accelerates oocyte autophagy, mainly through binding to pre-miR-23b or pre-miR-29a in the nucleus and preventing the export of pre-miR-23b/pre-miR-29a to the cytoplasm, thus resulting in decreased mature of miR-23b-3p/miR-29a-3p expression and upregulation miR-23b-3p/miR-29a-3p co-target, STX17, which is essential for timely control of the degree of oocyte death in prenatal mouse ovaries. Overall, these findings identify Xist as a key non-protein factor that can control the biogenesis of miR-23b-3p/miR-29a-3p, and this YY1-Xist-miR-23b-3p/miR-29a-3p-STX17 regulatory axis is responsible for perinatal oocyte loss through autophagy.