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The “Endogenous” Planning and Design Strategy of the Park Under the Non-linear Thinking
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作者 HAN Guihong WU Wei 《Journal of Landscape Research》 2019年第6期40-44,共5页
Shanghai is in the period of urban transformation, so it is urgent to focus on building urban cultural brand, improving the quality of urban environment, and actively promoting urban fine design. The study combined th... Shanghai is in the period of urban transformation, so it is urgent to focus on building urban cultural brand, improving the quality of urban environment, and actively promoting urban fine design. The study combined the planning and design scheme of Chuansha Software Park, and used the non-linear thinking method to pay attention to the spatial practice of public significance from the aspects of planning spatial pattern, sharing community construction and site spirit, so as to explore the "endogenous" industrial park planning and design strategy, in order to provide reference for the planning and design of the park and decision-making consultation. 展开更多
关键词 NON-LINEAR THINKING SHARING community Site SPIRIT “endogenous” space
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Activation of endogenous neurogenesis and angiogenesis by basic fibroblast growth factor-chitosan gel in an adult rat model of ischemic stroke 被引量:6
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作者 Hongmei Duan Shulun Li +11 位作者 Peng Hao Fei Hao Wen Zhao Yudan Gao Hui Qiao Yiming Gu Yang Lv Xinjie Bao Kin Chiu Kwok-Fai So Zhaoyang Yang Xiaoguang Li 《Neural Regeneration Research》 SCIE CAS CSCD 2024年第2期409-415,共7页
Attempts have been made to use cell transplantation and biomaterials to promote cell proliferation,differentiation,migration,and survival,as well as angiogenesis,in the context of brain injury.However,whether bioactiv... Attempts have been made to use cell transplantation and biomaterials to promote cell proliferation,differentiation,migration,and survival,as well as angiogenesis,in the context of brain injury.However,whether bioactive materials can repair the damage caused by ischemic stroke by activating endogenous neurogenesis and angiogenesis is still unknown.In this study,we applied chitosan gel loaded with basic fibroblast growth factor to the stroke cavity 7 days after ischemic stroke in rats.The gel slowly released basic fibroblast growth factor,which improved the local microenvironment,activated endogenous neural stem/progenitor cells,and recruited these cells to migrate toward the penumbra and stroke cavity and subsequently differentiate into neurons,while enhancing angiogenesis in the penumbra and stroke cavity and ultimately leading to partial functional recovery.This study revealed the mechanism by which bioactive materials repair ischemic strokes,thus providing a new strategy for the clinical application of bioactive materials in the treatment of ischemic stroke. 展开更多
关键词 adult endogenous neurogenesis ANGIOGENESIS basic fibroblast growth factor-chitosan gel CHITOSAN functional recovery ischemic stroke neural stem cell newborn neuron
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Advances and applications of biomimetic biomaterials for endogenous skin regeneration
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作者 Mengyang Wang Yiyue Hong +1 位作者 Xiaobing Fu Xiaoyan Sun 《Bioactive Materials》 SCIE CSCD 2024年第9期492-520,共29页
Endogenous regeneration is becoming an increasingly important strategy for wound healing as it facilitates skin’s own regenerative potential for self-healing,thereby avoiding the risks of immune rejection and exogeno... Endogenous regeneration is becoming an increasingly important strategy for wound healing as it facilitates skin’s own regenerative potential for self-healing,thereby avoiding the risks of immune rejection and exogenous infection.However,currently applied biomaterials for inducing endogenous skin regeneration are simplistic in their structure and function,lacking the ability to accurately mimic the intricate tissue structure and regulate the disordered microenvironment.Novel biomimetic biomaterials with precise structure,chemical composition,and biophysical properties offer a promising avenue for achieving perfect endogenous skin regeneration.Here,we outline the recent advances in biomimetic materials induced endogenous skin regeneration from the aspects of structural and functional mimicry,physiological process regulation,and biophysical property design.Furthermore,novel techniques including in situ reprograming,flexible electronic skin,artificial intelligence,single-cell sequencing,and spatial transcriptomics,which have potential to contribute to the development of biomimetic biomaterials are highlighted.Finally,the prospects and challenges of further research and application of biomimetic biomaterials are discussed.This review provides reference to address the clinical problems of rapid and high-quality skin regeneration. 展开更多
关键词 endogenous HEALING BIOMATERIALS
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Human endogenous retrovirus type-W and multiple sclerosis–related smoldering neuroinflammation
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作者 Joel Gruchot Laura Reiche +2 位作者 Andrew Chan Robert Hoepner Patrick Küry 《Neural Regeneration Research》 SCIE CAS 2025年第3期813-814,共2页
Introduction to human endogenous retrovirus type-W(HERV-W): Genomic inheritance from the past includes retroviral sequences that have been stably incorporated into our genomes and account for up to 8% of human DNA.
关键词 endogenous INFLAMMATION HUMAN
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Correction: Long non-coding RNA LINC02163 accelerates malignant tumor behaviors in breast cancer by regulating the microRNA-511-3p/HMGA2 axis as a competing endogenous RNA
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作者 CHENGLIN QIN LINFANG JIN +4 位作者 JIA LI WENZHANG ZHA HUIMING DING XIAORONG LIU XUN ZHU 《Oncology Research》 SCIE 2024年第9期1517-1522,共6页
In the article“Long non-coding RNA LINC02163 accelerates malignant tumor behaviors in breast cancer by regulating the microRNA-511-3p/HMGA2 axis as a competing endogenous RNA”(Oncology Research,2020,Vol.28,No.5,pp.... In the article“Long non-coding RNA LINC02163 accelerates malignant tumor behaviors in breast cancer by regulating the microRNA-511-3p/HMGA2 axis as a competing endogenous RNA”(Oncology Research,2020,Vol.28,No.5,pp.483–495.doi:10.3727/096504020X15928179818438),there was an error in the processing of data.To further confirm our observation,we repeated multiple experiments involving in this study,including Flow Cytometry,Transwell Cell Migration and Invasion Assays,Xenograft Tumor Model,and Western Blotting.We have revised the figures to correct these errors.Corrected versions of the Figs.2,4,5,6,and 7 are provided.The corrections do not change any results or conclusion of the article.We apologize for any inconvenience caused. 展开更多
关键词 HMGA2 endogenous BREAST
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Elucidation of potential relationship between endogenous proteases and key flavor substances in dry-cured pork coppa
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作者 Mingming Li Qiujin Zhu +4 位作者 Chao Qu Xiaohui Gong Yunhan Zhang Xin Zhang Shouwei Wang 《Food Science and Human Wellness》 SCIE CAS CSCD 2024年第4期2152-2160,共9页
Dry-cured meat products are considerably popular around the world due to unique flavor.Proteolysis is one of the enzymatic reactions from which flavor substances are derived,which is affected by endogenous proteases.T... Dry-cured meat products are considerably popular around the world due to unique flavor.Proteolysis is one of the enzymatic reactions from which flavor substances are derived,which is affected by endogenous proteases.The purpose aimed to reveal the potential relationship between endogenous proteases and key flavor substances in dry-cured pork coppa in this paper.The dynamic changes of endogenous proteases activity,free amino acids,and volatiles during dry-cured pork coppa processing were characterized.The results showed that 5 kinds of free amino acids,Glu,Lys,Val,Ala,and Leu,were identified as significant contributors to taste.Meanwhile,key volatiles,such as hexanal,nonanal,octanal,benzaldehyde,3-methyl butanoic acid,2-methyl propanoic acid,and ethyl octanoate,greatly contributed to the flavor characteristics of dry-cured pork coppa.Further partial correlation analysis was performed to better elucidate the relationship among parameters.The results revealed that close relationship between endogenous proteases and key substances.RAP not only significantly affected the accumulation of key active-amino acids,but also affected the accumulation of ethyl octanoate,2,3-pentanedione,and 2,3-octanedione by regulating the accumulation of octanoic acid and Leu.In addition,cathepsin B and D,DPP II,DPP IV and RAP notably affected accumulation of hexanal. 展开更多
关键词 Dry-cured pork coppa endogenous proteases PROTEOLYSIS Key taste-active amino acids Volatile compounds
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Construction of CDKN2A-related competitive endogenous RNA network and identification of GAS5 as a prognostic indicator for hepatocellular carcinoma
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作者 Yong Pan Yi-Ru Zhang +4 位作者 Ling-Yun Wang Li-Na Wu Ying-Qiu Ma Zhou Fang Shi-Bo Li 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第4期1514-1531,共18页
BACKGROUND Competitive endogenous RNA(ceRNA)is an innovative way of gene expression modulation,which plays a crucial part in neoplasia.However,the intricacy and behavioral characteristics of the ceRNA network in hepat... BACKGROUND Competitive endogenous RNA(ceRNA)is an innovative way of gene expression modulation,which plays a crucial part in neoplasia.However,the intricacy and behavioral characteristics of the ceRNA network in hepatocellular carcinoma(HCC)remain dismal.AIM To establish a cyclin dependent kinase inhibitor 2A(CDKN2A)-related ceRNA network and recognize potential prognostic indicators for HCC.METHODS The mutation landscape of CDKN2A in HCC was first explored using the cBioPortal database.Differential expression analysis was implemented between CDKN2Ahigh and CDKN2Alow expression HCC samples.The targeted microRNAs were predicted by lncBasev3.0,and the targeted mRNAs were predicted by miRDB,and Targetscan database.The univariate and multivariate analysis were utilized to identify independent prognostic indicators.RESULTS CDKN2A was frequently mutated and deleted in HCC.The single-cell RNA-sequencing analysis revealed that CDKN2A participated in cell cycle pathways.The CDKN2A-related ceRNA network-growth arrest specific 5(GAS5)/miR-25-3p/SRY-box transcription factor 11(SOX11)was successfully established.GAS5 was recognized as an independent prognostic biomarker,whose overexpression was correlated with a poor prognosis in HCC patients.The association between GAS5 expression and methylation,immune infilt-ration was explored.Besides,traditional Chinese medicine effective components targeting GAS5 were obtained.CONCLUSION This CDKN2A-related ceRNA network provides innovative insights into the molecular mechanism of HCC formation and progression.Moreover,GAS5 might be a significant prognostic biomarker and therapeutic target in HCC. 展开更多
关键词 Hepatocellular carcinoma Competitive endogenous RNA Molecular mechanism Prognosis Biomarker
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Endogenous Endophthalmitis as a Triggering Factor for Fatal Bacterial Meningitis Caused by Streptococcus pneumoniae: A Case Report
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作者 David Fernando Ortiz-Pérez Mario Enrique Montoya-Jaramillo +8 位作者 Juan Pablo de la Ossa Díaz Natalia Vanessa Benavides-Garzón Luis Augusto Martínez-Aguilera Luis Miguel Orozco-Pabón Santiago José González-Manzur Víctor Santiago Márquez-Camacho Miguel Gregorio Tordecilla-Castro Gustavo Alberto Gutiérrez Barros John Sebastián Osorio-Muñoz 《Journal of Biosciences and Medicines》 2024年第10期97-104,共8页
Endogenous endophthalmitis is a rare condition with a poor long-term visual prognosis and significant mortality, often associated with the hematogenous spread of intravitreal infections and subsequent disruption of th... Endogenous endophthalmitis is a rare condition with a poor long-term visual prognosis and significant mortality, often associated with the hematogenous spread of intravitreal infections and subsequent disruption of the blood-ocular barrier. Its anatomical proximity to the central nervous system (CNS) poses a high risk of infection dissemination, although cases documented in the literature are rare, and endogenous endophthalmitis is typically described as secondary to neuroinfections. We report the case of an 82-year-old female patient with a history of hypertension who presented with fever, decreased visual acuity, severe headache, chemosis, and conjunctival injection. Endogenous endophthalmitis was diagnosed, and antimicrobial treatment was initiated alongside surgical intervention by the ophthalmology service. However, the patient’s condition worsened neurologically, and Streptococcus pneumoniae was identified in cerebrospinal fluid cultures. Despite intensive medical treatment, the patient’s clinical course was poor, leading to death. 展开更多
关键词 Central Nervous System Infections MENINGITIS Infectious Disease Medicine endogenous Endophthalmitis
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A novel mesenchymal stem cell-targeting dual-miRNA delivery system based on aptamer-functionalized tetrahedral framework nucleic acids:Application to endogenous regeneration of articular cartilage
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作者 Liwei Fu Jiang Wu +10 位作者 Pinxue Li Yazhe Zheng Zhichao Zhang Xun Yuan Zhengang Ding Chao Ning Xiang Sui Shuyun Liu Sirong Shi Quanyi Guo Yunfeng Lin 《Bioactive Materials》 SCIE CSCD 2024年第10期634-648,共15页
Articular cartilage injury(ACI)remains one of the key challenges in regenerative medicine,as current treatment strategies do not result in ideal regeneration of hyaline-like cartilage.Enhancing endogenous repair via m... Articular cartilage injury(ACI)remains one of the key challenges in regenerative medicine,as current treatment strategies do not result in ideal regeneration of hyaline-like cartilage.Enhancing endogenous repair via micro-RNAs(miRNAs)shows promise as a regenerative therapy.miRNA-140 and miRNA-455 are two key and promising candidates for regulating the chondrogenic differentiation of mesenchymal stem cells(MSCs).In this study,we innovatively synthesized a multifunctional tetrahedral framework in which a nucleic acid(tFNA)-based targeting miRNA codelivery system,named A-T-M,was used.With tFNAs as vehicles,miR-140 and miR-455 were connected to and modified on tFNAs,while Apt19S(a DNA aptamer targeting MSCs)was directly integrated into the nanocomplex.The relevant results showed that A-T-M efficiently delivered miR-140 and miR-455 into MSCs and subsequently regulated MSC chondrogenic differentiation through corresponding mechanisms.Interestingly,a synergistic effect between miR-140 and miR-455 was revealed.Furthermore,A-T-M successfully enhanced the endogenous repair capacity of articular cartilage in vivo and effectively inhibited hypertrophic chondrocyte formation.A-T-M provides a new perspective and strategy for the regeneration of articular cartilage,showing strong clinical application value in the future treatment of ACI. 展开更多
关键词 Tetrahedral framework nucleic acids miRNAs co-delivery Targeting system Articular cartilage endogenous regeneration Mesenchymal stem cells
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Activation of adult endogenous neurogenesis by a hyaluronic acid collagen gel containing basic fibroblast growth factor promotes remodeling and functional recovery of the injured cerebral cortex
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作者 Yan Li Peng Hao +6 位作者 Hongmei Duan Fei Hao Wen Zhao Yudan Gao Zhaoyang Yang Kwok-Fai So Xiaoguang Li 《Neural Regeneration Research》 SCIE CAS 2025年第10期2923-2937,共15页
The presence of endogenous neural stem/progenitor cells in the adult mammalian brain suggests that the central nervous system can be repaired and regenerated after injury.However,whether it is possible to stimulate ne... The presence of endogenous neural stem/progenitor cells in the adult mammalian brain suggests that the central nervous system can be repaired and regenerated after injury.However,whether it is possible to stimulate neurogenesis and reconstruct cortical layers II to VI in non-neurogenic regions,such as the cortex,remains unknown.In this study,we implanted a hyaluronic acid collagen gel loaded with basic fibroblast growth factor into the motor cortex immediately following traumatic injury.Our findings reveal that this gel effectively stimulated the proliferation and migration of endogenous neural stem/progenitor cells,as well as their differentiation into mature and functionally integrated neurons.Importantly,these new neurons reconstructed the architecture of cortical layers II to VI,integrated into the existing neural circuitry,and ultimately led to improved brain function.These findings offer novel insight into potential clinical treatments for traumatic cerebral cortex injuries. 展开更多
关键词 adult endogenous neurogenesis basic fibroblast growth factor-hyaluronic acid collagen gel cortical remodeling functional recovery migration motor cortex injury neural circuits neural stem cells newborn neurons proliferation
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Helicase-assisted continuous editing for programmable mutagenesis of endogenous genomes
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作者 Xi Dawn Chen 《四川生理科学杂志》 2024年第10期2326-2326,共1页
Deciphering the context-specific relationship between sequence and function is a major challenge in genomics.Existing tools for inducing locus-specific hypermutation and evolution in the native genome context are limi... Deciphering the context-specific relationship between sequence and function is a major challenge in genomics.Existing tools for inducing locus-specific hypermutation and evolution in the native genome context are limited.Here we present a programmable platform for long-range,locus-specific hypermutation called helicase-assisted continuous editing(HACE).HACE leverages CRISPR-Cas9 to target a processive helicase-deaminase fusion that incurs mutations across large(>1000-base pair)genomic intervals.We applied HACE to identify mutations in mitogen-activated protein kinase kinase 1(MEK1)that confer kinase inhibitor resistance,to dissect the impact of individual variants in splicing factor 3B subunit 1(SF3B1)-dependent missplicing,and to evaluate noncoding variants in a stimulation-dependent immune enhancer of CD69.HACE provides a powerful tool for investigating coding and noncoding variants,uncovering combinatorial sequence-to-function relationships,and evolving new biological functions. 展开更多
关键词 endogenous stimulation CONTINUOUS
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Endogenous Security-Aware Resource Management for Digital Twin and 6G Edge Intelligence Integrated Smart Park 被引量:3
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作者 Sunxuan Zhang Zijia Yao +3 位作者 Haijun Liao Zhenyu Zhou Yilong Chen Zhaoyang You 《China Communications》 SCIE CSCD 2023年第2期46-60,共15页
The integration of digital twin(DT)and 6G edge intelligence provides accurate forecasting for distributed resources control in smart park.However,the adverse impact of model poisoning attacks on DT model training cann... The integration of digital twin(DT)and 6G edge intelligence provides accurate forecasting for distributed resources control in smart park.However,the adverse impact of model poisoning attacks on DT model training cannot be ignored.To address this issue,we firstly construct the models of DT model training and model poisoning attacks.An optimization problem is formulated to minimize the weighted sum of the DT loss function and DT model training delay.Then,the problem is transformed and solved by the proposed Multi-timescAle endogenouS securiTy-aware DQN-based rEsouRce management algorithm(MASTER)based on DT-assisted state information evaluation and attack detection.MASTER adopts multi-timescale deep Q-learning(DQN)networks to jointly schedule local training epochs and devices.It actively adjusts resource management strategies based on estimated attack probability to achieve endogenous security awareness.Simulation results demonstrate that MASTER has excellent performances in DT model training accuracy and delay. 展开更多
关键词 smart park digital twin(DT) 6G edge intelligence resource management endogenous security awareness
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Effects of Root Cutting on Morphological Characteristics and Endogenous Hormone Levels of Quercus variabilis Seedlings 被引量:1
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作者 Ruoyi Ni Hao Dou +3 位作者 Shuwen Bi Tiantian Wang Jin’e Quan Xitian Yang 《Phyton-International Journal of Experimental Botany》 SCIE 2023年第10期2907-2920,共14页
The objective of this study was to investigate the effects of root cutting stress on the dynamic changes of endogenous hormone content and growth characteristics of Quercus variabilis roots,and to explore the physiolo... The objective of this study was to investigate the effects of root cutting stress on the dynamic changes of endogenous hormone content and growth characteristics of Quercus variabilis roots,and to explore the physiological role of endogenous hormones in regulating root-crown interactions in the short term.The morphological characteristics and endogenous hormone contents of normal roots(no root cutting,CK)and cut roots(cut by 1/3 of the length of the main root,RP)were determined by liquid chromatography,which was combined with mass spectrometry at different levels of different developmental stages.The results showed that the root growth indexes and root endogenous hormones in the RP group were superior to those in the CK group.Through comprehensive analysis of endogenous hormones,it was found that the crosstalk of IAA,JA,ABA and SA could activate the root growth defense.After the root cutting treatment,the root growth of Quercus variabilis seedlings could compensate for the inhibition of taproot growth by promoting lateral root growth.The growth and development of compensatory lateral roots contribute to the increase the total root length of plants,thus promoting the absorption of water and nutrients.It is speculated that plant hormones may be the key factors affecting their development,but this is not only related to the content of a single hormone,but more importantly,it is the interaction between various hormones. 展开更多
关键词 Quercus variabilis root cutting injury endogenous hormones root morphology
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Reciprocal activation of antigen-presenting cells and CAR T cells triggers a widespread endogenous anti-tumor immune response through sustained high-level IFNγproduction
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作者 Yelei Guo Chuan Tong +3 位作者 Zhiqiang Wu Yuting Lu Yao Wang Weidong Han 《Cancer Biology & Medicine》 SCIE CAS CSCD 2023年第11期779-782,共4页
Adoptive cell transfer(ACT)using chimeric antigen receptor(CAR)modified T cells and T cell receptor(TCR)engineered T cells has shown therapeutic efficacy in cancer treatment1,2.CAR T cells are widely applicable to tum... Adoptive cell transfer(ACT)using chimeric antigen receptor(CAR)modified T cells and T cell receptor(TCR)engineered T cells has shown therapeutic efficacy in cancer treatment1,2.CAR T cells are widely applicable to tumor patients because of their ability to directly identify tumor cells in an MHCindependent manner. 展开更多
关键词 SUSTAINED endogenous CAR
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Prim-O-glucosylcimifugin ameliorates aging-impaired endogenous tendon regeneration by rejuvenating senescent tendon stem/progenitor cells
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作者 Yu Wang Shanshan Jin +13 位作者 Dan Luo Danqing He Min Yu Lisha Zhu Zixin Li Liyuan Chen Chengye Ding Xiaolan Wu Tianhao Wu Weiran Huang Xuelin Zhao Meng Xu Zhengwei Xie Yan Liu 《Bone Research》 SCIE CAS CSCD 2023年第4期784-802,共19页
Adult tendon stem/progenitor cells(TSPCs)are essential for tendon maintenance,regeneration,and repair,yet they become susceptible to senescence with age,impairing the self-healing capacity of tendons.In this study,we ... Adult tendon stem/progenitor cells(TSPCs)are essential for tendon maintenance,regeneration,and repair,yet they become susceptible to senescence with age,impairing the self-healing capacity of tendons.In this study,we employ a recently developed deep-learning-based efficacy prediction system to screen potential stemness-promoting and senescence-inhibiting drugs from natural products using the transcriptional signatures of stemness.The top-ranked candidate,prim-O-glucosylcimifugin(POG),a saposhnikovia root extract,could ameliorate TPSC senescent phenotypes caused by long-term passage and natural aging in rats and humans,as well as restore the self-renewal and proliferative capacities and tenogenic potential of aged TSPCs.In vivo,the systematic administration of POG or the local delivery of POG nanoparticles functionally rescued endogenous tendon regeneration and repair in aged rats to levels similar to those of normal animals.Mechanistically,POG protects TSPCs against functional impairment during both passage-induced and natural aging by simultaneously suppressing nuclear factor-κB and decreasing mTOR signaling with the induction of autophagy.Thus,the strategy of pharmacological intervention with the deep learning-predicted compound POG could rejuvenate aged TSPCs and improve the regenerative capacity of aged tendons. 展开更多
关键词 TENDON endogenous PROGENITOR
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Lipolysis supports bone formation by providing osteoblasts with endogenous fatty acid substrates to maintain bioenergetic status
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作者 Ananya Nandy Ron C.M.Helderman +6 位作者 Santosh Thapa Shobana Jayapalan Alison Richards Nikita Narayani Michael P.Czech Clifford J.Rosen Elizabeth Rendina-Ruedy 《Bone Research》 SCIE CAS CSCD 2023年第4期876-894,共19页
Bone formation is a highly energy-demanding process that can be impacted by metabolic disorders.Glucose has been considered the principal substrate for osteoblasts,although fatty acids are also important for osteoblas... Bone formation is a highly energy-demanding process that can be impacted by metabolic disorders.Glucose has been considered the principal substrate for osteoblasts,although fatty acids are also important for osteoblast function.Here,we report that osteoblasts can derive energy from endogenous fatty acids stored in lipid droplets via lipolysis and that this process is critical for bone formation.As such,we demonstrate that osteoblasts accumulate lipid droplets that are highly dynamic and provide the molecular mechanism by which they serve as a fuel source for energy generation during osteoblast maturation.Inhibiting cytoplasmic lipolysis leads to both an increase in lipid droplet size in osteoblasts and an impairment in osteoblast function.The fatty acids released by lipolysis from these lipid droplets become critical for cellular energy production as cellular energetics shifts towards oxidative phosphorylation during nutrient-depleted conditions.In vivo,conditional deletion of the ATGL-encoding gene Pnpla2 in osteoblast progenitor cells reduces cortical and trabecular bone parameters and alters skeletal lipid metabolism.Collectively,our data demonstrate that osteoblasts store fatty acids in the form of lipid droplets,which are released via lipolysis to support cellular bioenergetic status when nutrients are limited.Perturbations in this process result in impairment of bone formation,specifically reducing ATP production and overall osteoblast function. 展开更多
关键词 endogenous MAINTAIN OSTEOBLAST
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An Endogenous Feedback and Entropy Analysis in Machine Learning Model for Stock’s Return Forecast
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作者 Edson Vinicius Pontes Bastos Jorge Junio Moreira Antunes +2 位作者 Lino Guimaraes Marujo Peter Fernandes Wanke Roberto Ivo da Rocha Lima Filho 《Intelligent Automation & Soft Computing》 SCIE 2023年第6期3175-3190,共16页
Stock markets exhibit Brownian movement with random,non-linear,uncertain,evolutionary,non-parametric,nebulous,chaotic characteristics and dynamism with a high degree of complexity.Developing an algorithm to predict re... Stock markets exhibit Brownian movement with random,non-linear,uncertain,evolutionary,non-parametric,nebulous,chaotic characteristics and dynamism with a high degree of complexity.Developing an algorithm to predict returns for decision-making is a challenging goal.In addition,the choice of vari-ables that will serve as input to the model represents a non-triviality,since it is possible to observe endogeneity problems between the predictor and the predicted variables.Thus,the goal is to analyze the endogenous origin of the stock return prediction model based on technical indicators.For this,we structure a feed-for-ward neural network.We evaluate the endogenous feedback between the pre-dicted returns and technical analysis indicators based on the generated residues.It is possible to predict the return.The high accuracy of the model indicates that,during the test period,there is a hit rate close to 76%.Regarding endogeneity,the term of interest and the return are the variables that influence the largest number of indicators.The results will help investors build investment strategies based on this expert system applied to forecasting. 展开更多
关键词 FORECAST endogenEITY neural networks differential evolution stochastic optimization
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Circular RNA expression and the competitive endogenous RNA network in pathological,age-related macular degeneration events:A cross-platform normalization study
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作者 Ruxu Sun Hongjing Zhu +7 位作者 Ying Wang Jianan Wang Chao Jiang Qiuchen Cao Yeran Zhang Yichen Zhang Songtao Yuan Qinghuai Liu 《The Journal of Biomedical Research》 CAS CSCD 2023年第5期367-381,共15页
Age-related macular degeneration(AMD)causes irreversible blindness in people aged over 50 worldwide.The dysfunction of the retinal pigment epithelium is the primary cause of atrophic AMD.In the current study,we used t... Age-related macular degeneration(AMD)causes irreversible blindness in people aged over 50 worldwide.The dysfunction of the retinal pigment epithelium is the primary cause of atrophic AMD.In the current study,we used the ComBat and Training Distribution Matching method to integrate data obtained from the Gene Expression Omnibus database.We analyzed the integrated sequencing data by the Gene Set Enrichment Analysis.Peroxisome and tumor necrosis factor-α(TNF-α)signaling and nuclear factor kappa B(NF-κB)were among the top 10 pathways,and thus we selected them to construct AMD cell models to identify differentially expressed circular RNAs(circRNAs).We then constructed a competing endogenous RNA network,which is related to differentially expressed circRNAs.This network included seven circRNAs,15 microRNAs,and 82 mRNAs.The Kyoto Encyclopedia of Genes and Genomes analysis of mRNAs in this network showed that the hypoxia-inducible factor-1(HIF-1)signaling pathway was a common downstream event.The results of the current study may provide insights into the pathological processes of atrophic AMD. 展开更多
关键词 age-related macular degeneration retinal pigment epithelium circular RNA bioinformatics analysis competing endogenous RNA
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Identification and characterization of noncoding RNAs-associated competing endogenous RNA networks in major depressive disorder
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作者 Zhi-Li Zou Yu Ye +1 位作者 Bo Zhou Yuan Zhang 《World Journal of Psychiatry》 SCIE 2023年第2期36-49,共14页
BACKGROUND Major depressive disorder(MDD)is a common and serious mental illness.Many novel genes in MDD have been characterized by high-throughput methods such as microarrays or sequencing.Recently,noncoding RNAs(ncRN... BACKGROUND Major depressive disorder(MDD)is a common and serious mental illness.Many novel genes in MDD have been characterized by high-throughput methods such as microarrays or sequencing.Recently,noncoding RNAs(ncRNAs)were suggested to be involved in the complicated environmental-genetic regulatory network of MDD occurrence;however,the interplay among RNA species,including protein-coding RNAs and ncRNAs,in MDD remains unclear.AIM To investigate the RNA expression datasets downloaded from a public database and construct a network based on differentially expressed long noncoding RNA(lncRNAs),microRNAs(miRNAs),and mRNAs between MDD and controls.METHODS Gene expression data were searched in NCBI Gene Expression Omnibus using the search term“major depressive disorder.”Six array datasets from humans were related to the search term:GSE19738,GSE32280,GSE38206,GSE52790,GSE76826,and GSE81152.These datasets were processed for initial assessment and subjected to quality control and differential expression analysis.Differentially expressed lncRNAs,miRNAs,and mRNAs were determined,Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses were performed,and protein-protein interaction network was generated.The results were analyzed for their association with MDD.RESULTS After analysis,3 miRNAs,12 lncRNAs,and 33 mRNAs were identified in the competing endogenous RNA network.Two of these miRNAs were earlier shown to be involved in psychiatric disorders,and differentially expressed mRNAs were found to be highly enriched in pathways related to neurogenesis and neuroplasticity as per Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses.The expression of hub gene fatty acid 2-hydroxylase was enriched,and the encoded protein was found to be involved in myelin formation,indicating that neurological development and signal transduction are involved in MDD pathogenesis.CONCLUSION The present study presents candidate nc RNAs involved in the neurogenesis and neuroplasticity pathways related to MDD. 展开更多
关键词 Major depressive disorder Noncoding RNA Competing endogenous RNA BIOINFORMATICS Data mining
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Recent advances in endogenous and exogenous stimuli-responsive nanoplatforms for bacterial infection treatment
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作者 Jin-Mei Wu Yi Liu +1 位作者 He-You Han Zhi-Yong Song 《Biomedical Engineering Communications》 2023年第1期4-23,共20页
As drug-resistant bacterial infections escalate and antimicrobial resources become insufficient,new alternative therapies are critical.The emergence of nano drug delivery system,in addition to giving drugs sustained,t... As drug-resistant bacterial infections escalate and antimicrobial resources become insufficient,new alternative therapies are critical.The emergence of nano drug delivery system,in addition to giving drugs sustained,targeted or longer half-life characteristics,also plays an important role in improving the therapeutic effect and reducing the toxic side effects of conventional drugs.Despite its potential benefits,the traditional nanomedical drug delivery system has some practical limitations,including incomplete and slow drug release,as well as insufficient accumulation at infection sites.Stimuli responsive nanoplatforms are hence developed to overcome the disadvantages of conventional nanoparticles,which can provide several advantages like:enhancing the pharmacokinetics and biodistribution of antimicrobial drugs,increasing their effective bioavailability,reducing their dosage frequency,and improving their antimicrobial efficacy against biofilm-related infections,while slowing down the development of antimicrobial resistance,which is expected to trigger a medical revolution in the field of human health,thus bringing huge clinical benefits.In this review,we provide an extensive review of the recent progress of endogenous and exogenous stimuli-responsive nanoplatforms in the antibacterial area.Using specific infectious microenvironments(pH,enzymes,reactive oxygen species and toxins),this review systematically presents the design principles of nano delivery systems and the mechanisms by which endogenous stimuli induce changes in the morphology or properties of delivery systems to achieve programmed drug release.Furthermore,exogenous stimuli such as light,heat,and magnetic fields can also control the release of drugs.Last but not least,we discussed the challenges and opportunities for future clinical translation of stimuli-responsive nanoplatforms in bacterial infections. 展开更多
关键词 nano delivery systems anti-bacterial infection endogenous stimuli-responsive exogenous stimuli-responsive programmed drug release
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