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Regional differentiations and classification for various forms of Cadmium in eight main soiltypes in China
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作者 LUOJin-fa XIA Zeng-lu MENG Wei-qi (Institute of Geography, Chinese Academy of Sciences, Beijing 100101, China) 《Journal of Geographical Sciences》 SCIE CSCD 1999年第2期175-180,共6页
The absolute and relative concentrations for six forms of or fractions of Cd (exchangeable,bound to carbonates, weakly-bounded. exchangeable plus weakly-bounded, bound to Fe-Mn oxides,and bound to organic matter sulfi... The absolute and relative concentrations for six forms of or fractions of Cd (exchangeable,bound to carbonates, weakly-bounded. exchangeable plus weakly-bounded, bound to Fe-Mn oxides,and bound to organic matter sulfides) in eight main soil types in China were measured. The regional differentiation situations of various forms of Cd are identified Analytical results indicate that exchangeable forms of Cd and exchangeable plus weakly-bounded forms of Cd have obvious regional differentiation Characteristics. Based on these differentiation rules and the combination features, and by using traditional synthetic inductive method and the principal component analysis method, we divide the concentration distribution s of the two forms of Cd into three categories. 展开更多
关键词 soil Cd form DIFFERENTIATION classification
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Subdomain Chebyshev Spectral Method for 2D and 3D Numerical Differentiations in a Curved Coordinate System
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作者 Bing Zhou Graham Heinson Aixa Rivera-Rios 《Journal of Applied Mathematics and Physics》 2015年第3期358-370,共13页
A new numerical approach, called the “subdomain Chebyshev spectral method” is presented for calculation of the spatial derivatives in a curved coordinate system, which may be employed for numerical solutions of part... A new numerical approach, called the “subdomain Chebyshev spectral method” is presented for calculation of the spatial derivatives in a curved coordinate system, which may be employed for numerical solutions of partial differential equations defined in a 2D or 3D geological model. The new approach refers to a “strong version” against the “weak version” of the subspace spectral method based on the variational principle or Galerkin’s weighting scheme. We incorporate local nonlinear transformations and global spline interpolations in a curved coordinate system and make the discrete grid exactly matches geometry of the model so that it is achieved to convert the global domain into subdomains and apply Chebyshev points to locally sampling physical quantities and globally computing the spatial derivatives. This new approach not only remains exponential convergence of the standard spectral method in subdomains, but also yields a sparse assembled matrix when applied for the global domain simulations. We conducted 2D and 3D synthetic experiments and compared accuracies of the numerical differentiations with traditional finite difference approaches. The results show that as the points of differentiation vector are larger than five, the subdomain Chebyshev spectral method significantly improve the accuracies of the finite difference approaches. 展开更多
关键词 Numerical DIFFERENTIATION CHEBYSHEV Spectral Method Curved COORDINATE System ARBITRARY TOPOGRAPHY
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McKean-Vlasov Backward Stochastic Differential Equations with Weak Monotonicity Coefficients
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作者 FU Zongkui FEI Dandan GUO Shanshan 《应用数学》 北大核心 2026年第1期98-107,共10页
This paper deals with Mckean-Vlasov backward stochastic differential equations with weak monotonicity coefficients.We first establish the existence and uniqueness of solutions to Mckean-Vlasov backward stochastic diff... This paper deals with Mckean-Vlasov backward stochastic differential equations with weak monotonicity coefficients.We first establish the existence and uniqueness of solutions to Mckean-Vlasov backward stochastic differential equations.Then we obtain a comparison theorem in one-dimensional situation. 展开更多
关键词 McKean-Vlasov backward stochastic differential equation Weak monotonicity condition Comparison theorem
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Sonazoid-contrast-enhanced ultrasound for the histological diagnosis of hepatocellular carcinoma
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作者 Ruo-Bing Liu Jun-Yi Xin +1 位作者 Zhe Huang Kai-Yan Li 《World Journal of Gastrointestinal Oncology》 2026年第1期122-134,共13页
BACKGROUND The treatment technology of liver cancer is progressing.In addition to traditional surgical resection,combined therapies of immunotherapy based on immune checkpoint inhibitors,chemotherapy,and transcatheter... BACKGROUND The treatment technology of liver cancer is progressing.In addition to traditional surgical resection,combined therapies of immunotherapy based on immune checkpoint inhibitors,chemotherapy,and transcatheter arterial chemoembolization for hepatocellular carcinoma are more and more widely used.Accurate preoperative diagnosis of liver cancer will provide important information for comprehensive treatment and prognosis evaluation of liver cancer.Sonazoidcontrast-enhanced ultrasound is not only helpful for the qualitative diagnosis of liver lesions,but also has great potential in the diagnosis of histological differentiation of liver cancer.AIM To assess the differentiation of hepatocellular carcinoma(HCC)by utilizing the parameters and imaging features of Sonazoid-contrast-enhanced ultrasound(CEUS).METHODS A retrospective analysis was conducted on the CEUS data of 239 lesions through case-control study.These patients received Sonazoid-CEUS within one week before surgery and were confirmed as HCC by postoperative pathology.Within the cases,patients were further categorized into well-differentiated and poorlydifferentiated group.Time-intensity curves of the region of interest in both arterial and Kupffer phases were generated,allowing for the acquisition of quantitative parameters to assess the diagnostic efficacy in distinguishing lesions between these two groups and determining an appropriate cut-off value.RESULTS Univariate analysis showed that the absolute value of enhancement intensity(EIAV),intensity ratio(IR)and intensity difference(ID)in Kupffer phase were statistically different between the groups with different degree(P=0.015,P=0.000,P=0.000).The sensitivity and specificity were 40.2%,82.4%,80.4% and 78.1%,86.9% and 74.5%,respectively,for differentiating HCC lesions with EIAV≥56.384 dB,IR≥1.215 and ID≥9.184 dB.The area under the receiver operating characteristic curve were 0.590,0.877,0.815.There was no significant difference in the parameters of arterial phase,including peak time,initial growth time,rise time and the absolute value of peak intensity of lesions between the two groups(P>0.05).Multivariate analysis showed that the level of alphafetoprotein(AFP)and IR were risk factors for poor differentiation(P=0.001).CONCLUSION Among the parameters of Sonazoid-CEUS,IR in Kupffer phase exhibits superior diagnostic efficacy with high sensitivity and specificity in the diagnose of pathological differentiation of HCC.Combined with preoperative AFP level,a more accurate diagnosis will be obtained.Compared with portal vein phase,Kupffer phase showed the ability to identify HCC lesions more sensitive.These findings hold significant guiding implications and reference value for clinical practice. 展开更多
关键词 Contrast-enhanced ultrasound Hepatocellular carcinoma Quantitative parameters Kupffer phase Pathological differentiation
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New insights into the homeostatic role of Lrig1 in different neurogenic niches:Implications for neuronal regeneration
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作者 Ana Paula De Vincenti Fernanda Ledda Gustavo Paratcha 《Neural Regeneration Research》 2026年第4期1544-1545,共2页
Stem cell proliferation is tightly regulated in developing and adult tissues through the coordinated action of cell-intrinsic and extracellular signals.Although many extracellular cues were identified,the cell-intrins... Stem cell proliferation is tightly regulated in developing and adult tissues through the coordinated action of cell-intrinsic and extracellular signals.Although many extracellular cues were identified,the cell-intrinsic mechanisms underlying the decision of a stem cell to proliferate,enter a dormant quiescent state or differentiate into a specific cell type remains incompletely understood. 展开更多
关键词 neuronalregeneration neurogenicniches stem cell homeostaticrole dormant quiescent state differentiate specific cell type Lrig stemcellproliferation
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Adipose-derived mesenchymal stem cells from solid tissue and lipoaspirates:A comparative study of phenotype,growth,and secretome
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作者 Phuong Thi Minh Dam Dai Dang Nguyen +7 位作者 Anh Thi Thu Ngo Anh Minh Tran Truc Thanh Nguyen Phong Van Nguyen Chi Quynh Nguyen Anh Thi Tuyet Nguyen Quynh-Trang Thi Pham Uyen Thi Trang Than 《World Journal of Stem Cells》 2026年第1期36-48,共13页
BACKGROUND Mesenchymal stem cells(MSCs)are considered a promising therapy for various diseases due to their strong potential in regenerative medicine and immunomodulation.The tissue source of MSCs has gained attention... BACKGROUND Mesenchymal stem cells(MSCs)are considered a promising therapy for various diseases due to their strong potential in regenerative medicine and immunomodulation.The tissue source of MSCs has gained attention for its role in influencing their function,accessibility,and readiness for clinical use.AIM To identify the most suitable adipose source for MSC isolation and expansion for further applications.METHODS We isolated MSCs from solid adipose tissue and liposuction aspirates using the enzyme method.The MSCs were examined for their expansion using population doubling time,differentiation capacity using multilineage differentiation induction,surface markers using flow cytometry,and stability of chromosomes using the karyotyping method.Growth factors and cytokines in MSC-conditioned media were analyzed using the Luminex assay.RESULTS MSCs were isolated from solid adipose tissue and lipoaspirates and expanded from passage 0 to passage 2.All adipose-derived MSCs(AD-MSCs)exhibited the typical elongated,spindle-shaped morphology and comparable proliferation rate.They expressed positive surface markers(cluster of differentiation 73[CD73]:>97%,CD90:>98%,and CD105:>95%),and negative markers(<1%).All MSCs expressed similar levels of stemness genes(octamer-binding transcription factor 4,SRY-box 2,Krüppel-like factor,and MYC),colonyforming,and trilineage differentiation potential.Karyotyping analysis revealed normal chromosomal patterns in all samples,except one sample exhibiting a polymorphism(1qh+).Furthermore,the growth factors and cytokines of hepatocyte growth factor,vascular endothelial growth factor A,interleukin 6(IL-6),and IL-8 were detected in all AD-MSC conditioned media;but fibroblast growth factor-2 and keratinocyte growth factor were selectively expressed in conditioned media from solid or lipoaspirate AD-MSCs,respectively.CONCLUSION These findings indicate that AD-MSCs from both adipose sources possess all of the characteristic features of MSCs with source-specific secretome differences,which are suitable for further expansion and various clinical applications. 展开更多
关键词 Adipose-derived mesenchymal stem cells Adipose tissues Liposuction aspirates Multilineage differentiation Colony-forming units
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Cedrol ameliorates ulcerative colitis via myeloid differentiation factor 2-mediated inflammation suppression,with barrier restoration and microbiota modulation
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作者 Yi-Qing Zhao Yu Zhang +2 位作者 Yan Qin Rui-Ya Zhang Jun-Ping Wang 《World Journal of Gastroenterology》 2026年第2期135-151,共17页
BACKGROUND Ulcerative colitis(UC)is a chronic and treatment-resistant disorder requiring potent therapeutics that are effective and safe.Cedrol(CE)is a bioactive natural product present in many traditional Chinese med... BACKGROUND Ulcerative colitis(UC)is a chronic and treatment-resistant disorder requiring potent therapeutics that are effective and safe.Cedrol(CE)is a bioactive natural product present in many traditional Chinese medicines.It is known for its suppression of inflammation and mitigation of oxidative stress.Its therapeutic efficacy and mechanistic underpinnings in UC remain uncharacterized.AIM To investigate the therapeutic potential and mechanisms of CE in UC.METHODS The anti-inflammatory activity and intestinal barrier-repairing effects of CE were assessed in a dextran sulfate sodium-induced murine colitis model.Network pharmacology was employed to predict potential targets and pathways.Then molecular docking and dynamics simulations were utilized to confirm a stable interaction between CE and the toll-like receptor 4(TLR4)/myeloid differentiation factor 2(MD2)complex.The anti-inflammatory mechanisms were further verified using in vitro assays.Additionally,the gut microbiota composition was analyzed via 16S rRNA gene sequencing.RESULTS CE significantly alleviated colitis symptoms,mitigated histopathological damage,and suppressed inflammation.Moreover,CE restored intestinal barrier integrity by enhancing mucus secretion and upregulating tight junction proteins(zonula occludens 1,occludin,claudin-1).Mechanistically,CE stably bound to MD2,inhibiting lipopolysaccharide-induced TLR4 signaling in RAW264.7 cells.This led to suppression of the downstream mitogen-activated protein kinase and nuclear factor kappa B signaling pathways,downregulating the expression of tumor necrosis factor-alpha,interleukin-1β,and interleukin-6.Gut microbiota analysis revealed that CE reversed dextran sulfate sodium-induced dysbiosis with significant enrichment of butyrogenic Christensenella minuta.CONCLUSION CE acted on MD2 to suppress proinflammatory cascades,promoting mucosal barrier reconstitution and microbiota remodeling and supporting its therapeutic use in UC. 展开更多
关键词 CEDROL Ulcerative colitis Toll-like receptor 4 Myeloid differentiation factor 2 Signaling pathways Gut microbiota
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Mesenchymal stem cell-derived small extracellular vesicles enhance the therapeutic effect of retinal progenitor cells in retinal degenerative disease rats
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作者 Chunge Ren Min Chen +10 位作者 Bangqi Ren Yuxiao Zeng Qiang Tan Qiyou Li Xue Zhang Yajie Fang Yixiao Zhou Weitao Zhang Fang Chen Baishijiao Bian Yong Liu 《Neural Regeneration Research》 2026年第2期821-832,共12页
Our previous study demonstrated that combined transplantation of bone marrow mesenchymal stem cells and retinal progenitor cells in rats has therapeutic effects on retinal degeneration that are superior to transplanta... Our previous study demonstrated that combined transplantation of bone marrow mesenchymal stem cells and retinal progenitor cells in rats has therapeutic effects on retinal degeneration that are superior to transplantation of retinal progenitor cells alone.Bone marrow mesenchymal stem cells regulate and interact with various cells in the retinal microenvironment by secreting neurotrophic factors and extracellular vesicles.Small extracellular vesicles derived from bone marrow mesenchymal stem cells,which offer low immunogenicity,minimal tumorigenic risk,and ease of transportation,have been utilized in the treatment of various neurological diseases.These vesicles exhibit various activities,including anti-inflammatory actions,promotion of tissue repair,and immune regulation.Therefore,novel strategies using human retinal progenitor cells combined with bone marrow mesenchymal stem cell-derived small extracellular vesicles may represent an innovation in stem cell therapy for retinal degeneration.In this study,we developed such an approach utilizing retinal progenitor cells combined with bone marrow mesenchymal stem cell-derived small extracellular vesicles to treat retinal degeneration in Royal College of Surgeons rats,a genetic model of retinal degeneration.Our findings revealed that the combination of bone marrow mesenchymal stem cell-derived small extracellular vesicles and retinal progenitor cells significantly improved visual function in these rats.The addition of bone marrow mesenchymal stem cell-derived small extracellular vesicles as adjuvants to stem cell transplantation with retinal progenitor cells enhanced the survival,migration,and differentiation of the exogenous retinal progenitor cells.Concurrently,these small extracellular vesicles inhibited the activation of regional microglia,promoted the migration of transplanted retinal progenitor cells to the inner nuclear layer of the retina,and facilitated their differentiation into photoreceptors and bipolar cells.These findings suggest that bone marrow mesenchymal stem cell-derived small extracellular vesicles potentiate the therapeutic efficacy of retinal progenitor cells in retinal degeneration by promoting their survival and differentiation. 展开更多
关键词 DIFFERENTIATION inflammation mesenchymal stem cells MICROGLIA migration rat retinal degeneration retinal progenitor cells small extracellular vesicles stem cell transplantation
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Empowering the NSC-34 cell line as a motor neuron model: Cytosine arabinoside's action
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作者 Giuseppe Vitale Susanna Amadio +1 位作者 Francesco Liguori Cinzia Volonté 《Neural Regeneration Research》 2026年第1期357-364,共8页
The NSC-34 cell line is a widely recognized motor neuron model and various neuronal differentiation protocols have been exploited. Under previously reported experimental conditions, only part of the cells resemble dif... The NSC-34 cell line is a widely recognized motor neuron model and various neuronal differentiation protocols have been exploited. Under previously reported experimental conditions, only part of the cells resemble differentiated neurons;however, they do not exhibit extensive and time-prolonged neuritogenesis, and maintain their duplication capacity in culture. The aim of the present work was to facilitate long-term and more homogeneous neuronal differentiation in motor neuron–like NSC-34 cells. We found that the antimitotic drug cytosine arabinoside promoted robust and persistent neuronal differentiation in the entire cell population. Long and interconnecting neuronal processes with abundant growth cones were homogeneously induced and were durable for up to at least 6 weeks in culture. Moreover, cytosine arabinoside was permissive, dispensable, and mostly irreversible in priming NSC-34 cells for neurite initiation and regeneration after mechanical dislodgement. Finally, the expression of the cell proliferation antigen Ki67 was inhibited by cytosine arabinoside, whereas the expression levels of neuronal growth associated protein 43, vimentin, and motor neuron–specific p75, Islet2, homeobox 9 markers were upregulated, as confirmed by western blot and/or confocal immunofluorescence analysis. Overall, these findings support the use of NSC-34 cells as a motor neuron model for properly investigating neurodegenerative mechanisms and prospectively identifying neuroprotective strategies. 展开更多
关键词 cytosine arabinoside Islet2 Hb9 Ki67 mitosis inhibition neurite initiation neurite regeneration neuronal differentiation protocol NSC-34 P75
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Directing the osteoblastic and chondrocytic differentiations of mesenchymal stem cells:matrix vs.induction media 被引量:3
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作者 Jing He Jianglong Guo +3 位作者 Bo Jiang Ruijuan Yao Yao Wu Fang Wu 《Regenerative Biomaterials》 SCIE 2017年第5期269-279,共11页
While both induction culture media and matrix have been reported to regulate the stem cell fate,little is known about which factor plays a more decisive role in directing the MSC differentiation lineage as well as the... While both induction culture media and matrix have been reported to regulate the stem cell fate,little is known about which factor plays a more decisive role in directing the MSC differentiation lineage as well as the underlying mechanisms.To this aim,we seeded MSCs on HA-collagen and HA-synthetic hydrogel matrixes,which had demonstrated highly different potentials toward osteoblastic and chondrocytic differentiation lineages,respectively,and cultured them with osteogenic,chondrogenic and normal culture media,respectively.A systematic comparison has been carried out on the effects of induction media and matrix on MSC adhesion,cytoskeleton organization,proliferation,and in particular differentiation into the osteoblastic and chondrocytic lineages.The results demonstrated that the matrix selection had a much more profound effect on directing the differentiation lineage than the induction media did.The strong modulation effect on the transcription activities might be the critical factor contributing to the above observations in our study,where canonical Wnt-b-Catenin signal pathway was directly involved in the matrix-driven osteoblastic differentiation.Such findings not only provide a critical insight on natural cellular events leading to the osteoblastic and chondrocytic differentiations,but also have important implications in biomaterial design for tissue engineering applications. 展开更多
关键词 osteoblastic differentiation chondrocytic differentiation induction media MATRIX
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BIOLOGICAL INVASION PROBLEM WITH FREE BOUNDARY NONLOCAL DIFFUSION EQUATION 被引量:2
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作者 HE Yu-rong ZHANG Ya-rong 《数学杂志》 2025年第1期48-56,共9页
In order to better describe the phenomenon of biological invasion,this paper introduces a free boundary model of biological invasion.Firstly,the right free boundary is added to the equation with logistic terms.Secondl... In order to better describe the phenomenon of biological invasion,this paper introduces a free boundary model of biological invasion.Firstly,the right free boundary is added to the equation with logistic terms.Secondly,the existence and uniqueness of local solutions are proved by the Sobolev embedding theorem and the comparison principle.Finally,according to the relevant research data and contents of red fire ants,the diffusion area and nest number of red fire ants were simulated without external disturbance.This paper mainly simulates the early diffusion process of red fire ants.In the early diffusion stage,red fire ants grow slowly and then spread over a large area after reaching a certain number. 展开更多
关键词 Free boundary biological invasion differential equation
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强瞬变热环境下高温结构快速变温跟踪控制试验方法及验证
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作者 李振磊 李博琳 +4 位作者 李果 包绍宸 丁水汀 夏舒洋 左亮亮 《航空动力学报》 北大核心 2025年第4期140-148,共9页
针对先进航空发动机高温结构强瞬变热环境试验模拟需求,开发了快速变温跟踪控制试验方法并搭建了试验系统,对比两种面向不同温度变化率的控制方法,分别形成基于可编程控制器Arduino的单回路双作动proportion integration differentiatio... 针对先进航空发动机高温结构强瞬变热环境试验模拟需求,开发了快速变温跟踪控制试验方法并搭建了试验系统,对比两种面向不同温度变化率的控制方法,分别形成基于可编程控制器Arduino的单回路双作动proportion integration differentiation(PID)控制方法及基于智能仪表Eurotherm的双回路多段PID控制方法。通过仿真工具Simulink进行参数整定验证,利用该试验系统开展了不同速率目标与试样类型的快速变温跟踪控制试验。结果表明:航空发动机涡轮盘材料GH4169在300~650℃范围内三角波及梯形波目标下两种控制器控制误差均低于6.83%,控制效果平滑精准,空心薄壁管可控温度变化率达到100℃/s,基于Eurotherm的控制方法精度与适用性更具优势。 展开更多
关键词 温度控制 温度跟踪 proportion integration differentiation(PID) 强瞬变热环境 ARDUINO Eurotherm
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Postnatal development of rat retina:a continuous observation and comparison between the organotypic retinal explant model and in vivo development 被引量:1
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作者 Baoqi Hu Rui Wang +8 位作者 Hanyue Zhang Xiou Wang Sijia Zhou Bo Ma Yan Luan Xin Wang Xinlin Chen Zhichao Zhang Qianyan Kang 《Neural Regeneration Research》 SCIE CAS 2025年第3期900-912,共13页
The organotypic retinal explant culture has been established for more than a decade and offers a range of unique advantages compared with in vivo experiments and cell cultures.However,the lack of systematic and contin... The organotypic retinal explant culture has been established for more than a decade and offers a range of unique advantages compared with in vivo experiments and cell cultures.However,the lack of systematic and continuous comparison between in vivo retinal development and the organotypic retinal explant culture makes this model controversial in postnatal retinal development studies.Thus,we aimed to verify the feasibility of using this model for postnatal retinal development studies by comparing it with the in vivo retina.In this study,we showed that postnatal retinal explants undergo normal development,and exhibit a consistent structure and timeline with retinas in vivo.Initially,we used SOX2 and PAX6 immunostaining to identify retinal progenitor cells.We then examined cell proliferation and migration by immunostaining with Ki-67 and doublecortin,respectively.Ki-67-and doublecortin-positive cells decreased in both in vivo and explants during postnatal retinogenesis,and exhibited a high degree of similarity in abundance and distribution between groups.Additionally,we used Ceh-10 homeodomain-containing homolog,glutamate-ammonia ligase(glutamine synthetase),neuronal nuclei,and ionized calcium-binding adapter molecule 1 immunostaining to examine the emergence of bipolar cells,Müller glia,mature neurons,and microglia,respectively.The timing and spatial patterns of the emergence of these cell types were remarkably consistent between in vivo and explant retinas.Our study showed that the organotypic retinal explant culture model had a high degree of consistency with the progression of in vivo early postnatal retina development.The findings confirm the accuracy and credibility of this model and support its use for long-term,systematic,and continuous observation. 展开更多
关键词 bipolar cells differentiation in vivo microglia Müller glia organotypic retinal explant culture postnatal retina development proliferation retinal progenitor cells
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Müller cells are activated in response to retinal outer nuclear layer degeneration in rats subjected to simulated weightlessness conditions 被引量:1
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作者 Yuxue Mu Ning Zhang +7 位作者 Dongyu Wei Guoqing Yang Lilingxuan Yao Xinyue Xu Yang Li Junhui Xue Zuoming Zhang Tao Chen 《Neural Regeneration Research》 SCIE CAS 2025年第7期2116-2128,共13页
A microgravity environment has been shown to cause ocular damage and affect visual acuity,but the underlying mechanisms remain unclear.Therefore,we established an animal model of weightlessness via tail suspension to ... A microgravity environment has been shown to cause ocular damage and affect visual acuity,but the underlying mechanisms remain unclear.Therefore,we established an animal model of weightlessness via tail suspension to examine the pathological changes and molecular mechanisms of retinal damage under microgravity.After 4 weeks of tail suspension,there were no notable alterations in retinal function and morphology,while after 8 weeks of tail suspension,significant reductions in retinal function were observed,and the outer nuclear layer was thinner,with abundant apoptotic cells.To investigate the mechanism underlying the degenerative changes that occurred in the outer nuclear layer of the retina,proteomics was used to analyze differentially expressed proteins in rat retinas after 8 weeks of tail suspension.The results showed that the expression levels of fibroblast growth factor 2(also known as basic fibroblast growth factor)and glial fibrillary acidic protein,which are closely related to Müller cell activation,were significantly upregulated.In addition,Müller cell regeneration and Müller cell gliosis were observed after 4 and 8 weeks,respectively,of simulated weightlessness.These findings indicate that Müller cells play an important regulatory role in retinal outer nuclear layer degeneration during weightlessness. 展开更多
关键词 glial fibrous acidic protein GLIOSIS Müller cells nerve growth factor neural differentiation neurodegeneration proteomic retinal degeneration retinal outer nuclear layer simulated weightlessness
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Method for Estimating the State of Health of Lithium-ion Batteries Based on Differential Thermal Voltammetry and Sparrow Search Algorithm-Elman Neural Network 被引量:1
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作者 Yu Zhang Daoyu Zhang TiezhouWu 《Energy Engineering》 EI 2025年第1期203-220,共18页
Precisely estimating the state of health(SOH)of lithium-ion batteries is essential for battery management systems(BMS),as it plays a key role in ensuring the safe and reliable operation of battery systems.However,curr... Precisely estimating the state of health(SOH)of lithium-ion batteries is essential for battery management systems(BMS),as it plays a key role in ensuring the safe and reliable operation of battery systems.However,current SOH estimation methods often overlook the valuable temperature information that can effectively characterize battery aging during capacity degradation.Additionally,the Elman neural network,which is commonly employed for SOH estimation,exhibits several drawbacks,including slow training speed,a tendency to become trapped in local minima,and the initialization of weights and thresholds using pseudo-random numbers,leading to unstable model performance.To address these issues,this study addresses the challenge of precise and effective SOH detection by proposing a method for estimating the SOH of lithium-ion batteries based on differential thermal voltammetry(DTV)and an SSA-Elman neural network.Firstly,two health features(HFs)considering temperature factors and battery voltage are extracted fromthe differential thermal voltammetry curves and incremental capacity curves.Next,the Sparrow Search Algorithm(SSA)is employed to optimize the initial weights and thresholds of the Elman neural network,forming the SSA-Elman neural network model.To validate the performance,various neural networks,including the proposed SSA-Elman network,are tested using the Oxford battery aging dataset.The experimental results demonstrate that the method developed in this study achieves superior accuracy and robustness,with a mean absolute error(MAE)of less than 0.9%and a rootmean square error(RMSE)below 1.4%. 展开更多
关键词 Lithium-ion battery state of health differential thermal voltammetry Sparrow Search Algorithm
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Integration of deep neural network modeling and LC-MS-based pseudo-targeted metabolomics to discriminate easily confused ginseng species 被引量:2
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作者 Meiting Jiang Yuyang Sha +8 位作者 Yadan Zou Xiaoyan Xu Mengxiang Ding Xu Lian Hongda Wang Qilong Wang Kefeng Li De-an Guo Wenzhi Yang 《Journal of Pharmaceutical Analysis》 2025年第1期126-137,共12页
Metabolomics covers a wide range of applications in life sciences,biomedicine,and phytology.Data acquisition(to achieve high coverage and efficiency)and analysis(to pursue good classification)are two key segments invo... Metabolomics covers a wide range of applications in life sciences,biomedicine,and phytology.Data acquisition(to achieve high coverage and efficiency)and analysis(to pursue good classification)are two key segments involved in metabolomics workflows.Various chemometric approaches utilizing either pattern recognition or machine learning have been employed to separate different groups.However,insufficient feature extraction,inappropriate feature selection,overfitting,or underfitting lead to an insufficient capacity to discriminate plants that are often easily confused.Using two ginseng varieties,namely Panax japonicus(PJ)and Panax japonicus var.major(PJvm),containing the similar ginsenosides,we integrated pseudo-targeted metabolomics and deep neural network(DNN)modeling to achieve accurate species differentiation.A pseudo-targeted metabolomics approach was optimized through data acquisition mode,ion pairs generation,comparison between multiple reaction monitoring(MRM)and scheduled MRM(sMRM),and chromatographic elution gradient.In total,1980 ion pairs were monitored within 23 min,allowing for the most comprehensive ginseng metabolome analysis.The established DNN model demonstrated excellent classification performance(in terms of accuracy,precision,recall,F1 score,area under the curve,and receiver operating characteristic(ROC))using the entire metabolome data and feature-selection dataset,exhibiting superior advantages over random forest(RF),support vector machine(SVM),extreme gradient boosting(XGBoost),and multilayer perceptron(MLP).Moreover,DNNs were advantageous for automated feature learning,nonlinear modeling,adaptability,and generalization.This study confirmed practicality of the established strategy for efficient metabolomics data analysis and reliable classification performance even when using small-volume samples.This established approach holds promise for plant metabolomics and is not limited to ginseng. 展开更多
关键词 Liquid chromatography-mass spectrometry Pseudo-targeted metabolomics Deep neural network Species differentiation GINSENG
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基于差分处理的EMD-LSTM短时空中交通流量预测
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作者 周睿 邱爽 +2 位作者 孟双杰 李明 张强 《科学技术与工程》 北大核心 2025年第2期842-849,共8页
随着中国民航的飞速发展,终端区空中交通流量与日俱增,短时空中交通流量预测对于精准实施空中交通流量管理具有重要意义。为提高短时空中交通流量预测的准确性,提出了基于数据差分处理(data differential processing)的经验模态分解(emp... 随着中国民航的飞速发展,终端区空中交通流量与日俱增,短时空中交通流量预测对于精准实施空中交通流量管理具有重要意义。为提高短时空中交通流量预测的准确性,提出了基于数据差分处理(data differential processing)的经验模态分解(empirical mode decomposition,EMD)和长短期记忆(long short-term memory,LSTM)相结合的短时空中交通流量预测模型。首先,该模型对短时空中交通流量序列进行经验模态分解;其次,为了提高预测精度,运用数据差分对时间序列进行平稳化处理;最后,将平稳处理后的序列分别输入LSTM网络模型进行预测,经过数据重构,得到最终的短时流量预测值。利用郑州新郑国际机场数据进行了实验验证,结果表明,该模型预测精度和拟合程度的典型指标RSME、MAE、R^(2)分别为0.29%,0.08%、96.40%,相较于其他方法,预测精度大幅度提高,可以为短时空中交通流量预测提供有益参考。 展开更多
关键词 空中交通流量管理 短时空中交通流量预测 经验模态分解(empirical mode decomposition EMD) 数据差分处理(data differential processing) 长短期记忆(long short-term memory LSTM)
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NELL2,a novel osteoinductive factor,regulates osteoblast differentiation and bone homeostasis through fibronectin 1/integrin-mediated FAK/AKT signaling 被引量:1
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作者 Hairui Yuan Xinyu Wang +8 位作者 Shuanglin Du Mengyue Li Endong Zhu Jie Zhou Yuan Dong Shuang Wang Liying Shan Qian Liu Baoli Wang 《Bone Research》 2025年第4期895-909,共15页
Neural EGFL-like 2(NELL2)is a secreted protein known for its regulatory functions in the nervous and reproductive systems,yet its role in bone biology remains unexplored.In this study,we observed that NELL2 was dimini... Neural EGFL-like 2(NELL2)is a secreted protein known for its regulatory functions in the nervous and reproductive systems,yet its role in bone biology remains unexplored.In this study,we observed that NELL2 was diminished in the bone of aged and ovariectomized(OVX)mice,as well as in the serum of osteopenia and osteoporosis patients.In vitro loss-of-function and gain-offunction studies revealed that NELL2 facilitated osteoblast differentiation and impeded adipocyte differentiation from stromal progenitor cells.In vivo studies further demonstrated that the deletion of NELL2 in preosteoblasts resulted in decreased cancellous bone mass in mice.Mechanistically,NELL2 interacted with the FNI-type domain located at the C-terminus of Fibronectin 1(Fn1).Moreover,we found that NELL2 activated the focal adhesion kinase(FAK)/AKT signaling pathway through Fn1/integrinβ1(ITGB1),leading to the promotion of osteogenesis and the inhibition of adipogenesis.Notably,administration of NELL2-AAV was found to ameliorate bone loss in OVX mice.These findings underscore the significant role of NELL2 in osteoblast differentiation and bone homeostasis,suggesting its potential as a therapeutic target for managing osteoporosis. 展开更多
关键词 adipocyte differentiation osteoblast differentiation fak akt signaling FIBRONECTIN bone biology secreted protein stromal progenitor cells bone homeostasis
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Nuclear farnesoid X receptor protects against bone loss by driving osteoblast differentiation through stabilizing RUNX2 被引量:2
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作者 Qi Dong Haoyuan Fu +14 位作者 Wenxiao Li Xinyu Ji Yingchao Yin Yiran Zhang Yanbo Zhu Guoqiang Li Huiyang Jia Heng Zhang Haofei Wang Jinglue Hu Ganggang Wang Zhihao Wu Yingze Zhang Sujuan Xu Zhiyong Hou 《Bone Research》 2025年第2期401-416,共16页
The delicate balance between bone formation by osteoblasts and bone resorption by osteoclasts maintains bone homeostasis.Nuclear receptors(NRs)are now understood to be crucial in bone physiology and pathology.However,... The delicate balance between bone formation by osteoblasts and bone resorption by osteoclasts maintains bone homeostasis.Nuclear receptors(NRs)are now understood to be crucial in bone physiology and pathology.However,the function of the Farnesoid X receptor(FXR),a member of the NR family,in regulating bone homeostasis remains incompletely understood.In this study,in vitro and in vivo models revealed delayed bone development and an osteoporosis phenotype in mice lacking FXR in bone marrow mesenchymal stem cells(BMSCs)and osteoblasts due to impaired osteoblast differentiation.Mechanistically,FXR could stabilize RUNX2 by inhibiting Thoc6-mediated ubiquitination,thereby promoting osteogenic activity in BMSCs.Moreover,activated FXR could directly bind to the Thoc6 promoter,suppressing its expression.The interaction between RUNX2 and Thoc6 was mediated by the Runt domain of RUNX2 and the WD repeat of Thoc6.Additionally,Obeticholic acid(OCA),an orally available FXR agonist,could ameliorate bone loss in an ovariectomy(OVX)-induced osteoporotic mouse model.Taken together,our findings suggest that FXR plays pivotal roles in osteoblast differentiation by regulating RUNX2 stability and that targeting FXR may be a promising therapeutic approach for osteoporosis. 展开更多
关键词 Farnesoid X receptor osteoporosis phenotype vitro vivo models farnesoid x receptor fxr bone homeostasis nuclear receptor osteoblast differentiation bone marrow mesenchymal stem cell
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Pan-cancer transcriptomic analysis reveals HSPB8 as a prognostic and immunological biomarker in colorectal cancer 被引量:1
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作者 Yuyong Deng Xuguang Sun +3 位作者 Rui Jian DuojiaWu Junyang Wang Shan Li 《Oncology and Translational Medicine》 2025年第1期36-45,共10页
Background:Heat shock protein B8(HSPB8)is implicated in autophagy,and its aberrant expression has been linked to both the ini-tiation and progression of tumors.However,the role and function of HSPB8 in colorectal canc... Background:Heat shock protein B8(HSPB8)is implicated in autophagy,and its aberrant expression has been linked to both the ini-tiation and progression of tumors.However,the role and function of HSPB8 in colorectal cancer(CRC)and across multiple cancer types remain unclear.This study aimed to map the transcriptome of autophagy-related genes in CRC and to conduct a pan-cancer analysis of HSPB8 as both a prognostic and immunological biomarker.Methods:We performed bioinformatics analyses on GSE113513 and GSE74602 to identify differentially expressed genes(DEGs)in CRC.These DEGs were then compared with autophagy-related genes to identify critical overlapping genes.The Kaplan-Meier plotter was used to verify the ex-pression of autophagy-linked DEGs and evaluate its prognostic value.The protein expression of Hub gene in CRC was analyzed using the Human Protein Atlas database.The cBioPortal was used to analyze the type and frequency of Hub gene mutations.The TIMER(Tumor Immune Estimation Resource)database was used to study the correlation between HSPB8 and immune infiltration in CRC.Results:In total,825 DEGs were identified,including 8 autophagy-linked DEGs:ATIC,MYC,HSPB8,TNFSF10,BCL2,TP53INP2,ITPR1,and NKX2-3.Survival analysis showed that increased HSPB8 expression significantly correlates with poor prognosis in patients with CRC(p<0.05).HSPB8 was also found to be differentially expressed in various cancer types,correlating with both prognosis and immune infiltration.Further,changes in HSPB8 methylation and phosphorylation status were observed across several cancers,suggesting potential regulatory mechanisms.Therefore,HSPB8 may serve as a crucial prognostic and immunological biomarker in CRC and other cancers.Conclusions:This study provides new insights into the role of autophagy-related genes in cancer progression and highlights HSPB8 as a potential target for cancer diagnostics and therapy. 展开更多
关键词 BIOMARKER Differentially expressed gene HSPB8 Immune infiltration Pan-cancer
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