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Cybersecurity 2024年第2期7卷 13-27页

作者： B S Sharmila Rohini Nagapadma depatment of Electronics and Communication Engineering The National Institute of EngineeringMysoreKarnataka 570008India

In recent years,many researchers focused on unsupervised learning for network anomaly detection in edge devices to identify *** deployment of the unsupervised autoencoder model is computationally expensive in resource-constrained edge *** study proposes quantized autoencoder(QAE)model for intrusion detection systems to detect *** is an optimization model derived from autoencoders that incorporate pruning,clustering,and integer quantization *** autoencoder uint8(QAE-u8)and quantized autoencoder float16(QAE-f16)are two variants of QAE built to deploy computationally expensive Al models into Edge ***,we have generated a Real-Time Internet of Things 2022 dataset for normal and attack *** autoencoder model operates on normal traffic during the training *** same model is then used to reconstruct anomaly traffic under the assumption that the reconstruction error(RE)of the anomaly will be high,which helps to identify the ***,we study the performance of the autoencoders,QAE-u8,and QAE-f16 using accuracy,precision,recall,and F1 score through an extensive experimental *** showed that QAE-u8 outperforms all other models with a reduction of 70.01%in average memory utilization,92.23%in memory size compression,and 27.94%in peak CPU ***,the proposed QAE-u8 model is more suitable for deployment on resource-constrained IoT edge devices.

关键词： IoT constrained system

Low expression of fatty acid oxidation related gene ACADM indicates poor prognosis of renal clear cell carcinoma and is related to tumor immune infltration

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Oncology Research 2024年第3期32卷 545-561页

作者： JIECHUAN QIU TIANMIN YANG YANNING SUN KAI SUN YINGKUN XU QINGHUA XIA Department of Urology Shandong Provincial Hospital A fliated to Shandong First Medical UniversityJinan250021China depatment of Urology Shandong Provincial HospitalCheeloo College of MedicineShandong UniversityJinan250021China depatment of Breast and Thyroid Surgery The First Afiliated Hospital of Chongqing Medical UniversityChongqing400042China

This research aims to identify the key fatty acid beta-oxidation(FAO)genes that are altered in kidney renal clear cell carcinoma(KIRC)and to analyze the role of these genes in KIRC The Gene Expression Omnibus(GEO)and FAO datasets were used to identify these key *** rank sum test was used to assess the levels of acyl-CoA dehydrogenase medium chain(ACADM)between KIRC and non cancer *** logistic regression and Wilcoxon rank sum test were used to explore the association between ACADM and clinical *** diagnostic performance of ACADM for KIRC was asessed using a diagnostic receiver operating ch aracteristic(ROC)*** co-expressed genes of ACADM were identifed in LinkedOmics database,and their function and pathway enrichment were *** correlation between ACADM expression level and immune infitration was analyzed by Gene Set Variation Analysis(GSVA)method Additionally,the proliferation,migration,and invasion abilities of KIRC cells were assessed after overexpressing *** differential analysis and intersection,we identifed six hub genes,induding *** found that the expression level of ACADM was decreased in KIRC tissues and had a better diagnostic efect(AUC=0.916).Survival analysis suggested that patients with decreased ACADM expression had a worse *** to correlation analysis,a variety of dinical features were associated with the expression level of ACADML By analyzing the infiltration level of immune cells,we found that ACADM may be related to the enrichment of immune ***,ACADM overexpression inhibited proliferation,migration,and invasion of KIRC *** conclusion,our findings suggest that reduced ACADM expression in KIRC patients is indicative of poor *** results imply that ACADM may be a diagnostic and prognostic marker for individuals with KIRC,offering a reference for dinicians in diagnosis and treatment.

关键词： Kidney renal clear cell carcinoma Acyl CoA dehydrogenase medium chain Immune infiltration Fatty acid oxidation Prognosis

CircTHSD4 promotes the malignancy and docetaxel (DTX) resistance in prostate cancer by regulating miR-203/HMGA2 axis

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Oncology Research 2024年第3期32卷 529-544页

作者： JIANYUN XIE LINIE LU JIALI ZHANG QIRUI LI WEIDONG CHEN depatment of Urology The Affliated People's Hospital of Fujian University of Traditional Chinese MedicineFuzhouChina Department of Internal Medicine Outpatient ainic The Afliated People's Hospital of Fujian University of Traditional Chinese MedicineFuzhouChina

Objective:Circular ribose nudeic acids(circRNAs)are implicated in tumor progression and drug resistance of prostate cancer(PCa).The current work explored the function of circ_0005203(aircTHSD4)in the malignancy and docetaxel(DTX)resistance of ***:circTHSD4 expression within PCa as well as matched non-carcinoma samples was measured through real time reverse transcription quantitative polymerase chain reaction(RT-qPCR).In addition,a subcellular fraction assay was conducted to determine circTHSD4 subcellular localization within PCa *** addition,we performed a Western blot(WB)assay to detect high *** A2 protein(HMGA2)***,functional associations of two molecules were investigated through dual luciferase reporter *** Counting Kit(CCK)-8,colony formation together with Transwell assay was conducted to assess malignant phenotypes of PCa cells,whereas flow cytometry was performed to determine cell ***,a xenograft mouse model was constructed to verify the effect of circTHSD4 on the carcinogenesis of PCa ***:According to RT-qPCR results,circTHSD4 was up-regulated within PCa tissues and cells,which predicted the dismal prognostic outcome of PCa ***4 silencing within PCa cells markedly suppressed cell growth,migration,and colony ***4 silencing remarkably elevated PCa cell apoptosis and carcinogenesis within the xenograft ***,circTHSD4 silencing enhanced docetaxel(DTX)sensitivity in PCa ***,we demonstrated that circTHSD4 modulated the malignancy of PCa cells by regulating HMGA2 expression through sponging miR ***:Together,our findings suggest that cirCTHSD4 overexpression could promote the malignant phenotype and DTX resistance in PCa through the regulation of the miR 203/HMGA2 axis.

关键词： circTHSD4 Docetaxel resistance Prostate cancer miR-203 HMGA2

Glycogen metabolism-mediated intercellular communication in the tumor microenvironment influences liver cancer prognosis

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Oncology Research 2024年第3期32卷 563-576页

作者： YANG ZHANG NANNAN QIN XIJUN WANG RUI LIANG QUAN LIU RUOYI GENG TIANXIAO JIANG YUNFEI LIU JINWEI LI Graduate School Kunming Medical UniversityKunming650000China depatment of Vascular Surgery Fuwai Yunnan Cardiovascular HospitalAfliated Cardiovascular Hospital of Kunming Medical UniversityKunming650000China Department of Neurosurgery West China HospitalSichuan UniversityChengdu610000China Department of Neurosurgery The Fourth Afiliated Hospital of Guangxi Medical UniversityLiuzhou545000China depatment of Gynecology Oncology The Fourth Afliated Hospital of Guangxi Medical UniversityLiuzhou545000China School of Basic Medical Sciences Xianning Medical CollegeHubei University of Science and TechnologyXianning437100China College of Bioengineering Chongqing UniversityChongqing400030China Department of General Visceraland Transplant SurgeryLudwig Maximilians University MunichMunich81377Germany

Glycogen metabolism plays a key role in the development of hepatoellular carcinoma(HCC),but the function of glycogen metabolism genes in the tumor microenvironment(TME)is still to be *** cell RNA-seq data were obtained from ten HCC tumor samples totaling 64,545 cells and 65 glycogen metabolism genes were analyzed bya nonnegative matrix factorization(NMF).The prognosis and immune response of new glycogen TME cell dusters were predicted by using HCC and immunotherapy cohorts from public *** single cell analysis was divided into fibroblasts,NT T cells,macrophages,endothelial clls,and B cells,which were separately divided into new cell clusters by glycogen metabolism gene *** temporal trajectory analysis demonstrated the temporal differentiation trajectory of different glycogen subtype cell *** communication analysis revealed extensive interactions between endothelial cells with glycogen metabolizing TME *** subtypes and diferent glycogen subtype cell *** analysis of transcription factors upstream of TME cell clusters with different glycogen *** addition,TME cell dusters of glycogen metabolism were found to be enriched in expression in CAF subtypes,CD8 depleted,M1,and M2 *** seq analysis showed the prognostic signifcance of glycogen *** TME cell dusters in HCC,while a significant immune response was found in the immunotherapy cohort in patients treated with immune checkpoint blockade(ICB),especially for CAFs,T cells,and macrophages In summary,our study reveals for the first time that glycogen metabolism mediates intercellular communication in the hepatocellular carcinoma microenvironment while elucidating the anti-tumor mechanisms and immune prognostic responses of different subtypes of cell dusters.

关键词： Glycogen metabolism Metabolic map Single cell Tumor microenvironment Liver cancer Prognosis Immunotherapy

Epidemiological and histopathological characteristics of thyroid carcinoma in a Tunisian health care center

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World Journal of Otorhinolaryngology-Head and Neck Surgery 2024年第1期10卷 37-42页

作者： Maissa Ben Thayer Fatma Khanchel Imen Helal Dorra Chiboub Hedhli Raoueh Ehsen Ben Brahim Raja Jouini Aschraf Chadli-Debbiche Faculty of Medicine of Tunis Tunis El Manar UniversityTunisTunisia depatment of Pathology Habib Thameur's HospitalTunisTunisia Department of Otorhinolaryngology-Head and Neck surgery Habib Thameur's HospitalTunisTunisia

Background:Thyroid carcinoma(TC)accounts for almost 0.5%–1%of total *** incidence is increasing rapidly *** studies have drawn up the epidemiological profile of TC and its clinical and pathological ***,to date,no similar studies have been conducted in ***:To establish an epidemiological profile of TC in a Tunisian health care institute and to analyze its clinical and histopathological characteristics in our *** and Methods:We present a retrospective study reviewing the cases of TC diagnosed in our institution in a 4-year ***:We collected a sample of 192 cases of *** consisted of 31 males and 161 females(83.8%)with a sex-ratio M/F of *** mean age was 46.4 *** thyroid carcinoma was the most frequent histological *** multifocality rate was 33.8%.The mean size of TC was 2.2±1.9 cm.60.9%of TC were staged pT1 and 20.3%had nodal *** thyroid microcarcinomas were noted in 37.5%of ***:Our results were consistent with those of the literature.A high proportion of pT1 and pN0 tumors were noted in our series,suggesting that TC's diagnosis and management was performed at an early stage of the disease in our *** addition,our study enabled us to notice the impact of the Coronavirus disease 19 crisis on the management of TC in our *** studies are needed to establish the epidemiological profile of TC in Tunisia and to assess its clinical and pathological features.

关键词： coronavirus disease 19 epidemiology papillary thyroid carcinoma papillary thyroid microcarcinoma pathology thyroid carcinoma

The MADS-box transcription factor GmFULc promotes GmZTL4 gene transcription to modulate maturity in soybean

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Journal of Integrative Plant Biology 2024年第8期66卷 1603-1619页

作者： Jingzhe Sun Yucheng Liu Yuhong Zheng Yongguo Xue Yuhuan Fan Xiaofei Ma Yujia Ji Gaoyuan Liu Xiaoming Zhang Yang Li Shuming Wang Zhixi Tian Lin Zhao Key Laboratory of Soybean Biology of Ministry of Education China Northeast Agricultural UniversityHarbin 150030China Qingdao Institute of Bioenergy and Bioprocess Technology The Chinese Academy of SciencesQingdao 266101China State Key Laboratory of Plant Cell and Chromosome Engineering Institute of Genetics and Developmental BiologyInnovation Academy for Seed DesignThe Chinese Academy of SciencesBeijing 100101China Jilin Academy of Agricultural Sciences China Agricultural Science and Technology Northeast Innovation CenterChangchun 130033China Institute of Soybean Research Heilongjiang Provincial Academy of Agricultural SciencesHarbin 150086China depatment of Environmental and Plant Biology Ohio UniversityAthensOhio 45701USA

Flowering time and maturity are crucial agronomic traits that affect the regional adaptability of soybean *** development of soybean cultivars with early maturity adapted to longer days and colder climates of high latitudes is very important for ensuring normal ripening before frost *** belongs to the MADS-box transcription factor family and has several duplicated members in *** this study,we observed that overexpression of GmFULc in the Dongnong 50 cultivar promoted soybean maturity,while GmFULc knockout mutants exhibited late *** immunoprecipitation sequencing(ChIP-seq)and RNA sequencing(RNA-seq)revealed that GmFULc could bind to the CArG,bHLH and homeobox *** investigation revealed that GmFULc could directly bind to the CArG motif in the promoters of the GmZTL3 and GmZTL4 *** of GmZTL4 promoted soybean maturity,whereas the ztl4 mutants exhibited delayed ***,we found that the cis element box 4 motif of the GmZTL4 promoter,a motif of light response elements,played an important role in controlling the growth *** of this motif shortened the growth period by increasing the expression levels of *** investigations revealed that short-day treatment promoted the binding of GmFULc to the promoter of GmZTL4 and inhibited the expression of E1 and E1Lb,ultimately resulting in the promotion of flowering and early *** together,these findings suggest a novel photoperiod regulatory pathway in which GmFULc directly activates GmZTL4 to promote earlier maturity in soybean.

关键词： flowering time GmFULc GmZTL4 maturity photoperiod

On isomorphisms of integral table algebras

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Science China Mathematics 2002年第8期45卷 998-1005页

作者：樊恽孙大英 depatment of Mathematics Wuhan University Wuhan China

For integral table algebras with integral table basis T, we can consider integral R-algebra RT over a subring R of the ring of the algebraic integers. It is proved that an R-algebra isomorphism between two integral table algebras must be an integral table algebra isomorphism if it is compatible with the so-called normalizings of the integral table algebras.

关键词： integral table algebra, integral table algebra isomorphism, characteristic matrix.

Bosonic Membranes and the Cosmic Matter-Structure Formation

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Chinese Physics Letters 1999年第9期16卷 701-702页

作者： TAO Bi-xiu depatment of Physics Guizhou Institute for NationalitiesGuiyang 550025

The structures in the universe usually group as they are observed today, in forms such as “walls of galaxies”, hollow spheres and cosmic foam. An interpretation of the origin and evolution of the structures is given... 详细信息

关键词： galaxies universe origin

Solitary kinetic Alfvén waves in a dense electron–positron–ion plasma with degenerate electrons and positrons

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Plasma Science and Technology 2017年第12期19卷 42-49页

作者： Monzurul K AHMED Om P SAH depatment of Physics Birjhora MahavidyalayaBongaigaon-783380AssamIndia

Through the use of a reductive perturbation technique, solitary kinetic Alfvén waves（KAWs） are investigated in a low but finite b（particle-to-magnetic pressure ratio） dense electron–positron–ion plasma where electrons and positrons are degenerate. The degenerate plasma model considered here permits the existence of sub-Alfvénic compressive solitary KAWs. The influence of r（equilibrium positron-to-ion density ratio）, sF（electron-to-positron Fermi temperature ratio）, b and obliqueness parameter lzon various characteristics of solitary KAWs are examined through numerical plots. We have shown that there exists a critical value of lzat which a soliton width attains its maximum value which decreases with an increase in r and *** is also found that solitons with a higher energy propagate more obliquely in the direction of an ambient magnetic field. The results of the present investigation may be useful for understanding low frequency nonlinear electromagnetic wave propagation in magnetized electron–positron–ion plasmas in dense stars. Specifically, the relevance of our investigation to a pulsar magnetosphere is emphasized.

关键词： kinetic Alfvén waves solitons electron–positron–ion plasma degenerate plasma Thomas–Fermi approximation

ELASTIC MEMBRANE EQUATION WITH MEMORY TERM AND NONLINEAR BOUNDARY DAMPING:GLOBAL EXISTENCE,DECAY AND BLOWUP OF THE SOLUTION

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Acta Mathematica Scientia 2013年第1期33卷 84-106页

作者： Abderrahmane ZARA Nasser-eddine TATAR Salem ABDELMALEK depatment of Mathematics and Informatic Cheikh El Arbi Tébessi University12002 TébessaAlgeria depatment of Mathematics and Statistics King Fahd University of Petroleum and MineralsDhahran 31261Saudi Arabia depatment of Mathematics College of SciencesYanbuTaibah UniversitySaudi Arabia

In this paper we consider the Elastic membrane equation：with memory term and nonlinear boundary damping： Under some appropriate assumptions on the relaxation function h and with certain initial data, the global existence of solutions ：and a general decay for the energy are established using the multiplier technique. Also, ＇we show that a nonlinear source of polynomial type is able to force solutions to blow up in finite time even in presence of a nonlinear damping.

关键词： elastic membrane equation global existence boundary damping boundarysource general decay blowup