Landslide displacement prediction can enhance the efficacy of landslide monitoring system,and the prediction of the periodic displacement is particularly challenging.In the previous studies,static regression models(e....Landslide displacement prediction can enhance the efficacy of landslide monitoring system,and the prediction of the periodic displacement is particularly challenging.In the previous studies,static regression models(e.g.,support vector machine(SVM))were mostly used for predicting the periodic displacement.These models may have bad performances,when the dynamic features of landslide triggers are incorporated.This paper proposes a method for predicting the landslide displacement in a dynamic manner,based on the gated recurrent unit(GRU)neural network and complete ensemble empirical decomposition with adaptive noise(CEEMDAN).The CEEMDAN is used to decompose the training data,and the GRU is subsequently used for predicting the periodic displacement.Implementation procedures of the proposed method were illustrated by a case study in the Caojiatuo landslide area,and SVM was also adopted for the periodic displacement prediction.This case study shows that the predictors obtained by SVM are inaccurate,as the landslide displacement is in a pronouncedly step-wise manner.By contrast,the accuracy can be significantly improved using the dynamic predictive method.This paper reveals the significance of capturing the dynamic features of the inputs in the training process,when the machine learning models are adopted to predict the landslide displacement.展开更多
Traditional cubature Kalman filter(CKF)is a preferable tool for the inertial navigation system(INS)/global positioning system(GPS)integration under Gaussian noises.The CKF,however,may provide a significantly biased es...Traditional cubature Kalman filter(CKF)is a preferable tool for the inertial navigation system(INS)/global positioning system(GPS)integration under Gaussian noises.The CKF,however,may provide a significantly biased estimate when the INS/GPS system suffers from complex non-Gaussian disturbances.To address this issue,a robust nonlinear Kalman filter referred to as cubature Kalman filter under minimum error entropy with fiducial points(MEEF-CKF)is proposed.The MEEF-CKF behaves a strong robustness against complex nonGaussian noises by operating several major steps,i.e.,regression model construction,robust state estimation and free parameters optimization.More concretely,a regression model is constructed with the consideration of residual error caused by linearizing a nonlinear function at the first step.The MEEF-CKF is then developed by solving an optimization problem based on minimum error entropy with fiducial points(MEEF)under the framework of the regression model.In the MEEF-CKF,a novel optimization approach is provided for the purpose of determining free parameters adaptively.In addition,the computational complexity and convergence analyses of the MEEF-CKF are conducted for demonstrating the calculational burden and convergence characteristic.The enhanced robustness of the MEEF-CKF is demonstrated by Monte Carlo simulations on the application of a target tracking with INS/GPS integration under complex nonGaussian noises.展开更多
We propose a core rotation-sensing element for improving the sensitivity of the micro-optical gyroscope using the large nonreciprocal effect with a photonic crystal.The sharp transmission peak of electromagnetically i...We propose a core rotation-sensing element for improving the sensitivity of the micro-optical gyroscope using the large nonreciprocal effect with a photonic crystal.The sharp transmission peak of electromagnetically induced transparency in photonic crystal generated from a periodic distribution of cold atoms is sensitive to the rotation.Our numerical results show that the sensitivity of relative rotation is about 50 times higher and the sensitivity of absolute rotation is more than two orders higher than that of the traditional resonant optical gyroscope.Also,the sensitivity of the gyroscope can be manipulated by varying the atomic density,modulation frequency,probe pulse width,and photonic crystal length,etc.展开更多
Geraniol is an acyclic monoterpenoid compound,which exists widely in aromatic plants.Geraniol has antibacterial and anti-inflammatory effects.Recently,it has been found that geraniol has a strong effect on improving i...Geraniol is an acyclic monoterpenoid compound,which exists widely in aromatic plants.Geraniol has antibacterial and anti-inflammatory effects.Recently,it has been found that geraniol has a strong effect on improving immune function and anti-tumor.Many experimental evidences support that geraniol has a good effect on the treatment or prevention of different types of tumors,such as breast cancer,lung cancer,liver cancer,pancreatic cancer,colon cancer,prostate cancer,etc.it also has a synergistic anti-cancer effect with many anti-cancer drugs,revealing the mechanism of its more complex anti-tumor pharmacological action System.In this review,we summarized a variety of anti-cancer signaling pathways and targets.Geraniol is considered to be a safe,effective and promising multi-target anti-cancer drug,which is expected to become an important force in the anti-cancer of traditional Chinese medicine.展开更多
Tobacco is an important economic crop worldwide.Tobacco leaves contain a large number of natural products.Therefore,the analysis of tobacco composition is crucial for the control of tobacco safety and quality assessme...Tobacco is an important economic crop worldwide.Tobacco leaves contain a large number of natural products.Therefore,the analysis of tobacco composition is crucial for the control of tobacco safety and quality assessment.Microwave plasma torch desorption ionization mass spectrometry(MPT-MS) is an emerging ambient mass spectrometry(AMS) technique that can be used for rapid real-time analysis of s amples without pretreatment.Our work focuses on the chemical composition analysis of tobacco using MPT-MS,and 14 compounds were detected in green flue-cured tobacco leaves,while 30 compounds were detected in cured flue-cured tobacco leaves,which confirms that curing can enhance the flavor of cigarettes.Furthermore,we successfully in situ identified characteristic fragment ions of α/β-CBD(α/β-cembranoids),an important aroma compound in tobacco by MPT-MS.The results demonstrate the capability of MPT-MS for in situ analysis of tobacco components and its potential for evaluating tobacco quality.展开更多
Neurotransmitter gamma-aminobutiric acid （GABA） through ionotropic GABAA and metabotropic GABAB receptors plays key roles in modulating the development, plasticity and function of neuronal networks. GABA is inhibito...Neurotransmitter gamma-aminobutiric acid （GABA） through ionotropic GABAA and metabotropic GABAB receptors plays key roles in modulating the development, plasticity and function of neuronal networks. GABA is inhibitory in mature neurons but excitatory in immature neurons, neuroblasts and neural stem/progenitor cells （NSCs/ NPCs）. The switch from excitatory to inhibitory occurs following the development of glutamatergic synaptic input and results from the dynamic changes in the expression of Na＋/K＋/2CF co-transporter NKCC1 driving CF influx and neuron-specific K＋/Cl co-transporter KCC2 driving Cl efflux. The developmental transition of KCC2 expression is regulated by Disrupted-in-Schizophrenia 1 （DISC1） and brain-derived neurotrophic factor （BDNF） signaling. The excitatory GABA signaling during early neurogenesis is important to the activity/experience-induced regulation of NSC quiescence, NPC proliferation, neuroblast migration and new-born neuronal maturation/functional integration. The inhibitory GABA signaling allows for the sparse and static functional networking essential for learning/memory development and maintenance.展开更多
Smart biomaterials,featuring not only bioactivity,but also dynamic responsiveness to external stimuli,are desired for biomedical applications,such as regenerative medicine,and hold great potential to expand the bounda...Smart biomaterials,featuring not only bioactivity,but also dynamic responsiveness to external stimuli,are desired for biomedical applications,such as regenerative medicine,and hold great potential to expand the boundaries of the modern clinical practice.Herein,a magnetically responsive three-dimensional scaffold with sandwich structure is developed by using hydroxyapatite(HA)nanowires and ferrosoferric oxide(Fe_(3)O_(4))nanoparticles as building blocks.The magnetic HA/Fe_(3)O_(4) scaffold is fully inorganic in nature,but shows polymeric hydrogel-like characteristics including a 3D fibrous network that is highly porous(>99.7%free volume),deformable(50%deformation)and elastic,and tunable stiffness.The magnetic HA/Fe3O4 scaffold has been shown to execute multimodal motion upon exposure to an external magnetic field including shape transformation,rolling and somersault.In addition,we have demonstrated that the magnetic scaffold can serve as a smart carrier for remotely controlled,on-demand delivery of compounds including an organic dye and a protein.Finally,the magnetic scaffold has exhibited good biocompatibility,supporting the attachment and proliferation of human mesenchymal stromal cells,thereby showing great potential as smart biomaterials for a variety of biomedical applications.展开更多
Background:Patients with mass-forming pancreatitis(MFP)or pancreatic ductal adenocarcinoma(PDAC)presented similar clinical symptoms,but required different treatment approaches and had different survival outcomes.This ...Background:Patients with mass-forming pancreatitis(MFP)or pancreatic ductal adenocarcinoma(PDAC)presented similar clinical symptoms,but required different treatment approaches and had different survival outcomes.This meta-analysis aimed to compare the diagnostic performance of contrast-enhanced ultrasound(CEUS)and contrast-enhanced computed tomography(CECT)in differentiating MFP from PDAC.Methods:A literature search was performed in the PubMed,EMBASE(Ovid),Cochrane Library(CENTRAL),China National Knowledge Infrastructure(CNKI),Weipu(VIP),and WanFang databases to identify original studies published from inception to August 20,2021.Studies reporting the diagnostic performances of CEUS and CECT for differentiating MFP from PDAC were included.The meta-analysis was performed with Stata 15.0 software.The outcomes included the pooled sensitivity,specificity,positive likelihood ratio(+LR),negative likelihood ratio(-LR),diagnostic odds ratio(DOR),and summary receiver operating characteristic(SROC)curves of CEUS and CECT.Meta-regression was conducted to investigate heterogeneity.Bayesian network meta-analysis was conducted to indirectly compare the overall diagnostic performance.Results:Twenty-six studies with 2115 pancreatic masses were included.The pooled sensitivity and specificity of CEUS for MFP were 82%(95%confidence interval[CI],73%-88%;I^(2)=0.00%)and 95%(95%CI,90%-97%;I^(2)=63.44%),respectively;the overall+LR,-LR,and DOR values were 15.12(95%CI,7.61-30.01),0.19(95%CI,0.13-0.29),and 78.91(95%CI,30.94-201.27),respectively;and the area under the SROC curve(AUC)was 0.90(95%CI,0.87-92).However,the overall sensitivity and specificity of CECT were 81%(95%CI,75-85%;I^(2)=66.37%)and 94%(95%CI,90-96%;I^(2)=74.87%);the overall+LR,-LR,and DOR values were 12.91(95%CI,7.86-21.20),0.21(95%CI,0.16-0.27),and 62.53(95%CI,34.45-113.51),respectively;and,the SROC AUC was 0.92(95%CI,0.90-0.94).The overall diagnostic accuracy of CEUS was comparable to that of CECT for the differential diagnosis of MFP and PDAC(relative DOR 1.26,95%CI[0.42-3.83],P>0.05).Conclusions:CEUS and CECT have comparable diagnostic performance for differentiating MFP from PDAC,and should be considered as mutually complementary diagnostic tools for suspected focal pancreatic lesions.展开更多
The distinct structural properties and osteogenic capacity are important aspects to be taken into account when developing guided bone regeneration membranes.Herein,inspired by the structure and function of natural per...The distinct structural properties and osteogenic capacity are important aspects to be taken into account when developing guided bone regeneration membranes.Herein,inspired by the structure and function of natural periosteum,we designed and fabricated using electrospinning a fibrous membrane comprising(poly)-e-caprolactone(PCL),collagen-I(Col)and mineralized Col(MC).The three-layer membranes,having PCL as the outer layer,PCL/Col as the middle layer and PCL/Col/MC in different ratios(5/2.5/2.5(PCM-1);3.3/3.3/3.3(PCM-2);4/4/4(PCM-3)(%,w/w/w))as the inner layer,were produced.The physiochemical properties of the different layers were investigated and a good integration between the layers was observed.The three-layeredmembranes showed tensile properties in the range of those of natural periosteum.Moreover,the membranes exhibited excellent water absorption capability without changes of the thickness.In vitro experiments showed that the inner layer of the membranes supported attachment,proliferation,ingrowth and osteogenic differentiation of human bone marrowderived stromal cells.In particular cells cultured on PCM-2 exhibited a significantly higher expression of osteogenesis-related proteins.The three-layered membranes successfully supported new bone formation inside a critical-size cranial defect in rats,with PCM-3 being the most efficient.The membranes developed here are promising candidates for guided bone regeneration applications.展开更多
The aryl hydrocarbon receptor(AHR)plays an important role during mammalian embryo development.Inhibition of AHR signaling promotes the development of hematopoietic stem/progenitor cells.AHR also regulates the function...The aryl hydrocarbon receptor(AHR)plays an important role during mammalian embryo development.Inhibition of AHR signaling promotes the development of hematopoietic stem/progenitor cells.AHR also regulates the functional maturation of blood cells,such as T cells and megakaryocytes.However,little is known about the role of AHR modulation during the development of erythroid cells.In this study,we used the AHR antagonist StemRegenin 1(SR1)and the AHR agonist 2,3,7,8-tetrachlorodibenzo-p-dioxin during different stages of human erythropoiesis to elucidate the function of AHR.We found that antagonizing AHR signaling improved the production of human embryonic stem cell derived erythrocytes and enhanced erythroid terminal differentiation.RNA sequencing showed that SR1 treatment of proerythroblasts upregulated the expression of erythrocyte differentiation-related genes and downregulated actin organization-associated genes.We found that SR1 accelerated F-actin remodeling in terminally differentiated erythrocytes,favoring their maturation of the cytoskeleton and enucleation.We demonstrated that the effects of AHR inhibition on erythroid maturation were associated with F-actin remodeling.Our findings help uncover the mechanism for AHRmediated human erythroid cell differentiation.We also provide a new approach toward the large-scale production of functionally mature human pluripotent stem cell-derived erythrocytes for use in translational applications.展开更多
Mast cells (MCs) play a pivotal role in the hypersensitivity reaction by regulating the innate and adaptive immune responses. Humans have two types of MCs. The first type, termed MCTC, is found in the skin and other c...Mast cells (MCs) play a pivotal role in the hypersensitivity reaction by regulating the innate and adaptive immune responses. Humans have two types of MCs. The first type, termed MCTC, is found in the skin and other connective tissues and expresses both tryptase and chymase, while the second, termed MCT, which only expresses tryptase, is found primarily in the mucosa. MCs induced from human adult-type CD34+ cells are reported to be of the MCT type, but the development of MCs during embryonic/fetal stages is largely unknown. Using an efficient coculture system, we identified that a CD34+c-kit+ cell population, which appeared prior to the emergence of CD34+CD45+ hematopoietic stem and progenitor cells (HSPCs), stimulated robust production of pure Tryptase+Chymase+ MCs (MCTCs). Single-cell analysis revealed dual development directions of CD34+c-kit+ progenitors, with one lineage developing into erythro-myeloid progenitors (EMP) and the other lineage developing into HSPC. Interestingly, MCTCs derived from early CD34+c-kit+ cells exhibited strong histamine release and immune response functions. Particularly, robust release of IL-17 suggested that these early developing tissue-type MCTCs could play a central role in tumor immunity. These findings could help elucidate the mechanisms controlling early development of MCTCs and have significant therapeutic implications.展开更多
This paper presents a novel multiple-outlier-robust Kalman filter(MORKF)for linear stochastic discretetime systems.A new multiple statistical similarity measure is first proposed to evaluate the similarity between two...This paper presents a novel multiple-outlier-robust Kalman filter(MORKF)for linear stochastic discretetime systems.A new multiple statistical similarity measure is first proposed to evaluate the similarity between two random vectors from dimension to dimension.Then,the proposed MORKF is derived via maximizing a multiple statistical similarity measure based cost function.The MORKF guarantees the convergence of iterations in mild conditions,and the boundedness of the approximation errors is analyzed theoretically.The selection strategy for the similarity function and comparisons with existing robust methods are presented.Simulation results show the advantages of the proposed filter.展开更多
The surface and optical properties of silicon nitride samples with different compositions were investigated. The samples were deposited on In P by inductively coupled plasma chemical vapor deposition using different N...The surface and optical properties of silicon nitride samples with different compositions were investigated. The samples were deposited on In P by inductively coupled plasma chemical vapor deposition using different NH3flow rates. Atomic force microscopy measurements show that the surface roughness is increased for the samples with both low and high NH3flow rates. By optimization, when the NH3flow rate is 6 sccm, a smooth surface with RMS roughness of 0.74 nm over a 5 × 5 μm2area has been achieved. X-ray photoelectron spectroscopy measurements reveal the Si/N ratio of the samples as a function of NH3flow rate. It is found that amorphous silicon is dominant in the samples with low NH3flow rates, which is also proved in Raman measurements. The bonding energies of the Si and N atoms have been extracted and analyzed. Results show that the bonding states of Si atoms transfer from Si0to Si+4as the NH3flow rate increases.展开更多
The hematopoietic function of HOXC4 has not been extensively investigated.Our research indicated that induction of HOXC4 in co-culture system from D10 significantly promoted productions of most hematopoietic progenito...The hematopoietic function of HOXC4 has not been extensively investigated.Our research indicated that induction of HOXC4 in co-culture system from D10 significantly promoted productions of most hematopoietic progenitor cells.CD34−CD43+cells could be clearly classified into CD34−CD43^(low) and CD34−CD43^(high) sub-populations at D14.The former cells had greater myelogenic potential,and their production was not significantly influenced by induction of HOXC4.By contrast,the latter cells had greater potential to differentiate into megakaryocytes and erythroid cells,and thus had properties of erythroid–megakaryocyte common progenitors,which abundance was increased by∼2-fold when HOXC4 was induced from D10.For CD34−CD43^(low),CD34+CD43+,and CD34−CD43^(high) sub-populations,CD43 level served as a natural index for the tendency to undergo hematopoiesis.Induction of HOXC4 from D10 caused more CD43+cells sustain in S-phase with up-regulation of NF-κB signaling,which could be counteracted by inhibition of NF-κB signaling.These observations suggested that promotion of hematopoiesis by HOXC4 is closely related to NF-κB signaling and a change in cell-cycle status,which containing potential of clinical applications.展开更多
GATA2,a principal member of the GATA family,plays important roles in the generation and maintenance of hematopoietic stem/progenitor cells.Among the three mRNA transcripts,the distal first exon of GATA2(IS exon)is spe...GATA2,a principal member of the GATA family,plays important roles in the generation and maintenance of hematopoietic stem/progenitor cells.Among the three mRNA transcripts,the distal first exon of GATA2(IS exon)is specific for hematopoietic and neuronal cells.GATA2 mutants with abnormal expression are often present in acute myeloid leukemia-related familial diseases and myelodysplastic syndrome,indicating the crucial significance of GATA2 in the proper maintenance of blood system functions.This article offers an overview of the regulation dynamics and function of GATA2 in the generation,proliferation,and function of hematopoietic stem cells in both mouse and human models.We acknowledge the current progress in the cell fate determination mechanism by dynamic GATA2 expression.The gene modification approaches for inspecting the role of GATA2 in definitive hematopoiesis demonstrate the potential for acquiring hPSC-derived hematopoietic stem cells via manipulated GATA2 regulation.展开更多
Runt-related transcription factor 1(RUNX1)is required for definitive hematopoiesis;however,the functions of most human RUNX1 isoforms are unclear.In particular,the effects of RUNX1-205(a novel splice variant that lack...Runt-related transcription factor 1(RUNX1)is required for definitive hematopoiesis;however,the functions of most human RUNX1 isoforms are unclear.In particular,the effects of RUNX1-205(a novel splice variant that lacks exon 6 in comparison with RUNX1b)on human hematopoiesis are not clear.In this study,a human embryonic stem cell(hESC)line with inducible RUNX1-205 overexpression was established.Analyses of these cells revealed that induction of RUNX1-205 overexpression at early stage did not influence the induction of mesoderm but blocked the emergence of CD34+cells,and the production of hematopoietic stem/progenitor cells was significantly reduced.In addition,the expression of hematopoiesis-related factors was downregulated.However,these effects were abolished when RUNX1-205 overexpression was induced after Day 6 in co-cultures of hESCs and AGM-S3 cells,indicating that the inhibitory effect occurred prior to generation of hemogenic endothelial cells,while the promotive effect could be observed during the late stage of hematopoiesis.This is very similar to that of RUNX1b.Interestingly,the mRNA expression profile of RUNX1-205 during hematopoiesis was distinct from that of RUNX1b,and the protein stability of RUNX1-205 was much higher than that of RUNX1b.Thus,the function of RUNX1-205 in normal and diseased models should be further explored.展开更多
Objectives:In this study,we explored how adiponectin mediated urotensinⅡ(UⅡ)-induced tumor necrosis factor-α(TNF-α)andα-smooth muscle actin(α-SMA)expression and ensuing intracellular signaling pathways in advent...Objectives:In this study,we explored how adiponectin mediated urotensinⅡ(UⅡ)-induced tumor necrosis factor-α(TNF-α)andα-smooth muscle actin(α-SMA)expression and ensuing intracellular signaling pathways in adventitial fibroblasts(AFs).Methods:Growth-arrested AFs and rat tunica adventitia of vessels were incubated with UⅡand inhibitors of signal transduction pathways for 1-24 h.The cells were then harvested for TNF-αreceptor(TNF-α-R)messenger RNA(mRNA)and TNF-αprotein expression determination by reverse transcription-polymerase chain reaction(RT-PCR)and enzyme-linked immunosorbent assay(ELISA),respectively.Adiponectin and adiponectin receptor(adipoR)expression was measured by RT-PCR,quantitative real-time PCR(qPCR),immunohistochemical analysis,and cell counting kit-8(CCK-8)cell proliferation experiments.We then quantified TNF-αandα-SMA mRNA and protein expression levels by qPCR and immunofluorescence(IF)staining.RNA interference(RNAi)was used to explore the function of the adipoR genes.To investigate the signaling pathway,we applied western blotting(WB)to examine phosphorylation of adenosine 5’-monophosphate(AMP)-activated protein kinase(AMPK).In vivo,an adiponectin(APN)-knockout(APN-KO)mouse model mimicking adventitial inflammation was generated to measure TNF-αandα-SMA expression by application of qPCR and IF,with the goal of gaining a comprehensive atlas of adiponectin in vascular remodeling.Results:In both cells and tissues,UⅡpromoted TNF-αprotein and TNF-α-R secretion in a dose-and time-dependent manner via Rho/protein kinase C(PKC)pathway.We detected marked expression of adipoR1,T-cadherin,and calreticulin as well as a moderate presence of adipoR2 in AFs,while no adiponectin was observed.Globular adiponectin(gAd)fostered the growth of AFs,and acted in concert with UⅡto induceα-SMA and TNF-αthrough the adipoR1/T-cadherin/calreticulin/AMPK pathway.In AFs,gAd and UⅡsynergistically induced AMPK phosphorylation.In the adventitial inflammation model,APN deficiency up-regulated the expression ofα-SMA,UⅡreceptor(UT),and UⅡwhile inhibiting TNF-αexpression.Conclusions:From the results of our study,we can speculate that UⅡinduces TNF-αprotein and TNF-α-R secretion in AFs and rat tunica adventitia of vessels via the Rho and PKC signal transduction pathways.Thus,it is plausible that adiponectin is a major player in adventitial progression and could serve as a novel therapeutic target for cardiovascular disease administration.展开更多
基金The authors appreciate the financial support provided by the Natural Science Foundation of China(No.41807294)This study was also financially supported by China Geological Survey Project(Nos.DD20190716 and 0001212020CC60002)。
文摘Landslide displacement prediction can enhance the efficacy of landslide monitoring system,and the prediction of the periodic displacement is particularly challenging.In the previous studies,static regression models(e.g.,support vector machine(SVM))were mostly used for predicting the periodic displacement.These models may have bad performances,when the dynamic features of landslide triggers are incorporated.This paper proposes a method for predicting the landslide displacement in a dynamic manner,based on the gated recurrent unit(GRU)neural network and complete ensemble empirical decomposition with adaptive noise(CEEMDAN).The CEEMDAN is used to decompose the training data,and the GRU is subsequently used for predicting the periodic displacement.Implementation procedures of the proposed method were illustrated by a case study in the Caojiatuo landslide area,and SVM was also adopted for the periodic displacement prediction.This case study shows that the predictors obtained by SVM are inaccurate,as the landslide displacement is in a pronouncedly step-wise manner.By contrast,the accuracy can be significantly improved using the dynamic predictive method.This paper reveals the significance of capturing the dynamic features of the inputs in the training process,when the machine learning models are adopted to predict the landslide displacement.
基金supported by the Fundamental Research Funds for the Central Universities(xzy022020045)the National Natural Science Foundation of China(61976175)。
文摘Traditional cubature Kalman filter(CKF)is a preferable tool for the inertial navigation system(INS)/global positioning system(GPS)integration under Gaussian noises.The CKF,however,may provide a significantly biased estimate when the INS/GPS system suffers from complex non-Gaussian disturbances.To address this issue,a robust nonlinear Kalman filter referred to as cubature Kalman filter under minimum error entropy with fiducial points(MEEF-CKF)is proposed.The MEEF-CKF behaves a strong robustness against complex nonGaussian noises by operating several major steps,i.e.,regression model construction,robust state estimation and free parameters optimization.More concretely,a regression model is constructed with the consideration of residual error caused by linearizing a nonlinear function at the first step.The MEEF-CKF is then developed by solving an optimization problem based on minimum error entropy with fiducial points(MEEF)under the framework of the regression model.In the MEEF-CKF,a novel optimization approach is provided for the purpose of determining free parameters adaptively.In addition,the computational complexity and convergence analyses of the MEEF-CKF are conducted for demonstrating the calculational burden and convergence characteristic.The enhanced robustness of the MEEF-CKF is demonstrated by Monte Carlo simulations on the application of a target tracking with INS/GPS integration under complex nonGaussian noises.
基金Project supported by the National Natural Science Foundation of China(Grant Nos.11804066 and 61773133)Heilongjiang Provincial Natural Science Foundation of China(Grant No.LH2019A005)+1 种基金China Postdoctoral Science Foundation(Grant No.2018M630337)Heilongjiang Provincial Postdoctoral Science Foundation(Grant No.LBHZ18062)。
文摘We propose a core rotation-sensing element for improving the sensitivity of the micro-optical gyroscope using the large nonreciprocal effect with a photonic crystal.The sharp transmission peak of electromagnetically induced transparency in photonic crystal generated from a periodic distribution of cold atoms is sensitive to the rotation.Our numerical results show that the sensitivity of relative rotation is about 50 times higher and the sensitivity of absolute rotation is more than two orders higher than that of the traditional resonant optical gyroscope.Also,the sensitivity of the gyroscope can be manipulated by varying the atomic density,modulation frequency,probe pulse width,and photonic crystal length,etc.
文摘Geraniol is an acyclic monoterpenoid compound,which exists widely in aromatic plants.Geraniol has antibacterial and anti-inflammatory effects.Recently,it has been found that geraniol has a strong effect on improving immune function and anti-tumor.Many experimental evidences support that geraniol has a good effect on the treatment or prevention of different types of tumors,such as breast cancer,lung cancer,liver cancer,pancreatic cancer,colon cancer,prostate cancer,etc.it also has a synergistic anti-cancer effect with many anti-cancer drugs,revealing the mechanism of its more complex anti-tumor pharmacological action System.In this review,we summarized a variety of anti-cancer signaling pathways and targets.Geraniol is considered to be a safe,effective and promising multi-target anti-cancer drug,which is expected to become an important force in the anti-cancer of traditional Chinese medicine.
基金supported by the National Natural Science Foundation of China(21927810)Science and Technology Program of Zhejiang Province(LGC21B050008)。
文摘Tobacco is an important economic crop worldwide.Tobacco leaves contain a large number of natural products.Therefore,the analysis of tobacco composition is crucial for the control of tobacco safety and quality assessment.Microwave plasma torch desorption ionization mass spectrometry(MPT-MS) is an emerging ambient mass spectrometry(AMS) technique that can be used for rapid real-time analysis of s amples without pretreatment.Our work focuses on the chemical composition analysis of tobacco using MPT-MS,and 14 compounds were detected in green flue-cured tobacco leaves,while 30 compounds were detected in cured flue-cured tobacco leaves,which confirms that curing can enhance the flavor of cigarettes.Furthermore,we successfully in situ identified characteristic fragment ions of α/β-CBD(α/β-cembranoids),an important aroma compound in tobacco by MPT-MS.The results demonstrate the capability of MPT-MS for in situ analysis of tobacco components and its potential for evaluating tobacco quality.
文摘Neurotransmitter gamma-aminobutiric acid （GABA） through ionotropic GABAA and metabotropic GABAB receptors plays key roles in modulating the development, plasticity and function of neuronal networks. GABA is inhibitory in mature neurons but excitatory in immature neurons, neuroblasts and neural stem/progenitor cells （NSCs/ NPCs）. The switch from excitatory to inhibitory occurs following the development of glutamatergic synaptic input and results from the dynamic changes in the expression of Na＋/K＋/2CF co-transporter NKCC1 driving CF influx and neuron-specific K＋/Cl co-transporter KCC2 driving Cl efflux. The developmental transition of KCC2 expression is regulated by Disrupted-in-Schizophrenia 1 （DISC1） and brain-derived neurotrophic factor （BDNF） signaling. The excitatory GABA signaling during early neurogenesis is important to the activity/experience-induced regulation of NSC quiescence, NPC proliferation, neuroblast migration and new-born neuronal maturation/functional integration. The inhibitory GABA signaling allows for the sparse and static functional networking essential for learning/memory development and maintenance.
基金supported by the Gravitation Program“Materials Driven Regeneration”,funded by the Netherlands Organization for Scientific Research(NWO)(Grant#024.003.013)JL and PH acknowledge financial support by the NWO,Applied and Engineering Sciences(NWO-AES,Grant#16711).
文摘Smart biomaterials,featuring not only bioactivity,but also dynamic responsiveness to external stimuli,are desired for biomedical applications,such as regenerative medicine,and hold great potential to expand the boundaries of the modern clinical practice.Herein,a magnetically responsive three-dimensional scaffold with sandwich structure is developed by using hydroxyapatite(HA)nanowires and ferrosoferric oxide(Fe_(3)O_(4))nanoparticles as building blocks.The magnetic HA/Fe_(3)O_(4) scaffold is fully inorganic in nature,but shows polymeric hydrogel-like characteristics including a 3D fibrous network that is highly porous(>99.7%free volume),deformable(50%deformation)and elastic,and tunable stiffness.The magnetic HA/Fe3O4 scaffold has been shown to execute multimodal motion upon exposure to an external magnetic field including shape transformation,rolling and somersault.In addition,we have demonstrated that the magnetic scaffold can serve as a smart carrier for remotely controlled,on-demand delivery of compounds including an organic dye and a protein.Finally,the magnetic scaffold has exhibited good biocompatibility,supporting the attachment and proliferation of human mesenchymal stromal cells,thereby showing great potential as smart biomaterials for a variety of biomedical applications.
基金Science and Technology Department of Sichuan Province(No.2018FZ0044)National Natural Science Foundation of China(No.81571697)
文摘Background:Patients with mass-forming pancreatitis(MFP)or pancreatic ductal adenocarcinoma(PDAC)presented similar clinical symptoms,but required different treatment approaches and had different survival outcomes.This meta-analysis aimed to compare the diagnostic performance of contrast-enhanced ultrasound(CEUS)and contrast-enhanced computed tomography(CECT)in differentiating MFP from PDAC.Methods:A literature search was performed in the PubMed,EMBASE(Ovid),Cochrane Library(CENTRAL),China National Knowledge Infrastructure(CNKI),Weipu(VIP),and WanFang databases to identify original studies published from inception to August 20,2021.Studies reporting the diagnostic performances of CEUS and CECT for differentiating MFP from PDAC were included.The meta-analysis was performed with Stata 15.0 software.The outcomes included the pooled sensitivity,specificity,positive likelihood ratio(+LR),negative likelihood ratio(-LR),diagnostic odds ratio(DOR),and summary receiver operating characteristic(SROC)curves of CEUS and CECT.Meta-regression was conducted to investigate heterogeneity.Bayesian network meta-analysis was conducted to indirectly compare the overall diagnostic performance.Results:Twenty-six studies with 2115 pancreatic masses were included.The pooled sensitivity and specificity of CEUS for MFP were 82%(95%confidence interval[CI],73%-88%;I^(2)=0.00%)and 95%(95%CI,90%-97%;I^(2)=63.44%),respectively;the overall+LR,-LR,and DOR values were 15.12(95%CI,7.61-30.01),0.19(95%CI,0.13-0.29),and 78.91(95%CI,30.94-201.27),respectively;and the area under the SROC curve(AUC)was 0.90(95%CI,0.87-92).However,the overall sensitivity and specificity of CECT were 81%(95%CI,75-85%;I^(2)=66.37%)and 94%(95%CI,90-96%;I^(2)=74.87%);the overall+LR,-LR,and DOR values were 12.91(95%CI,7.86-21.20),0.21(95%CI,0.16-0.27),and 62.53(95%CI,34.45-113.51),respectively;and,the SROC AUC was 0.92(95%CI,0.90-0.94).The overall diagnostic accuracy of CEUS was comparable to that of CECT for the differential diagnosis of MFP and PDAC(relative DOR 1.26,95%CI[0.42-3.83],P>0.05).Conclusions:CEUS and CECT have comparable diagnostic performance for differentiating MFP from PDAC,and should be considered as mutually complementary diagnostic tools for suspected focal pancreatic lesions.
基金supported by National Key R&D Program of China(2017YFC1105000)National Natural Science Foundation of China(51572087)+3 种基金Outstanding Scholar Program of Guangzhou Regenerative Medicine and Health Guangdong Laboratory(2018GZR110102001)GDSTNWO Science Industry Cooperation Program Chemistry(2018A50501006)the 111 Project(B13039).P.H.and Y.Z.acknowledge the financial support by the Gravitation Program‘Materials Driven Regeneration’,funded by the Netherlands Organization for Scientific Research(NWO)(Grant#024.003.013)J.L.and P.H.acknowledge financial support by the NWO,Applied and Engineering Sciences(NWO-AES,Grant#16711).
文摘The distinct structural properties and osteogenic capacity are important aspects to be taken into account when developing guided bone regeneration membranes.Herein,inspired by the structure and function of natural periosteum,we designed and fabricated using electrospinning a fibrous membrane comprising(poly)-e-caprolactone(PCL),collagen-I(Col)and mineralized Col(MC).The three-layer membranes,having PCL as the outer layer,PCL/Col as the middle layer and PCL/Col/MC in different ratios(5/2.5/2.5(PCM-1);3.3/3.3/3.3(PCM-2);4/4/4(PCM-3)(%,w/w/w))as the inner layer,were produced.The physiochemical properties of the different layers were investigated and a good integration between the layers was observed.The three-layeredmembranes showed tensile properties in the range of those of natural periosteum.Moreover,the membranes exhibited excellent water absorption capability without changes of the thickness.In vitro experiments showed that the inner layer of the membranes supported attachment,proliferation,ingrowth and osteogenic differentiation of human bone marrowderived stromal cells.In particular cells cultured on PCM-2 exhibited a significantly higher expression of osteogenesis-related proteins.The three-layered membranes successfully supported new bone formation inside a critical-size cranial defect in rats,with PCM-3 being the most efficient.The membranes developed here are promising candidates for guided bone regeneration applications.
基金supported by the National Basic Research Program(973 Program,2015CB964902)the National Natural Science Foundation of China(H81170466 and H81370597)the CAMS Initiatives for Innovative Medicine(2016-I2M-1-018,2019-I2M-1-006,and 2017-I2M-2005)to F.M.,the National Natural Science Foundation of China Youth Fund(82000119)to Yonggang Zhang.
文摘The aryl hydrocarbon receptor(AHR)plays an important role during mammalian embryo development.Inhibition of AHR signaling promotes the development of hematopoietic stem/progenitor cells.AHR also regulates the functional maturation of blood cells,such as T cells and megakaryocytes.However,little is known about the role of AHR modulation during the development of erythroid cells.In this study,we used the AHR antagonist StemRegenin 1(SR1)and the AHR agonist 2,3,7,8-tetrachlorodibenzo-p-dioxin during different stages of human erythropoiesis to elucidate the function of AHR.We found that antagonizing AHR signaling improved the production of human embryonic stem cell derived erythrocytes and enhanced erythroid terminal differentiation.RNA sequencing showed that SR1 treatment of proerythroblasts upregulated the expression of erythrocyte differentiation-related genes and downregulated actin organization-associated genes.We found that SR1 accelerated F-actin remodeling in terminally differentiated erythrocytes,favoring their maturation of the cytoskeleton and enucleation.We demonstrated that the effects of AHR inhibition on erythroid maturation were associated with F-actin remodeling.Our findings help uncover the mechanism for AHRmediated human erythroid cell differentiation.We also provide a new approach toward the large-scale production of functionally mature human pluripotent stem cell-derived erythrocytes for use in translational applications.
基金This work was supported by the National Basic Research Program(973 Program2015CB96A902)+4 种基金the National Natural Science Foundation of China(H81170466 and H81370597)and the CAMS Initiatives for Innovative Medicine(2016-I2M-1-018)awarded to F.M.the CAMS Initiatives for Innovative Medicine(2017-12M-2005)the Union Youth Fund of Chinese Academy of Medical Sciences(81572089)to G.B.and the National Nature Science Foundation of China Youth Fund(81700107)to B.M.
文摘Mast cells (MCs) play a pivotal role in the hypersensitivity reaction by regulating the innate and adaptive immune responses. Humans have two types of MCs. The first type, termed MCTC, is found in the skin and other connective tissues and expresses both tryptase and chymase, while the second, termed MCT, which only expresses tryptase, is found primarily in the mucosa. MCs induced from human adult-type CD34+ cells are reported to be of the MCT type, but the development of MCs during embryonic/fetal stages is largely unknown. Using an efficient coculture system, we identified that a CD34+c-kit+ cell population, which appeared prior to the emergence of CD34+CD45+ hematopoietic stem and progenitor cells (HSPCs), stimulated robust production of pure Tryptase+Chymase+ MCs (MCTCs). Single-cell analysis revealed dual development directions of CD34+c-kit+ progenitors, with one lineage developing into erythro-myeloid progenitors (EMP) and the other lineage developing into HSPC. Interestingly, MCTCs derived from early CD34+c-kit+ cells exhibited strong histamine release and immune response functions. Particularly, robust release of IL-17 suggested that these early developing tissue-type MCTCs could play a central role in tumor immunity. These findings could help elucidate the mechanisms controlling early development of MCTCs and have significant therapeutic implications.
基金supported by the National Natural Science Foundation of China(Nos.61903097 and 61773133)。
文摘This paper presents a novel multiple-outlier-robust Kalman filter(MORKF)for linear stochastic discretetime systems.A new multiple statistical similarity measure is first proposed to evaluate the similarity between two random vectors from dimension to dimension.Then,the proposed MORKF is derived via maximizing a multiple statistical similarity measure based cost function.The MORKF guarantees the convergence of iterations in mild conditions,and the boundedness of the approximation errors is analyzed theoretically.The selection strategy for the similarity function and comparisons with existing robust methods are presented.Simulation results show the advantages of the proposed filter.
基金supported by the National Key R&D Program of China(Nos.2017YFB0405300,2016YFB0402400)the National Natural Science Foundation of China(Nos.61775228,61675225,61605232)
文摘The surface and optical properties of silicon nitride samples with different compositions were investigated. The samples were deposited on In P by inductively coupled plasma chemical vapor deposition using different NH3flow rates. Atomic force microscopy measurements show that the surface roughness is increased for the samples with both low and high NH3flow rates. By optimization, when the NH3flow rate is 6 sccm, a smooth surface with RMS roughness of 0.74 nm over a 5 × 5 μm2area has been achieved. X-ray photoelectron spectroscopy measurements reveal the Si/N ratio of the samples as a function of NH3flow rate. It is found that amorphous silicon is dominant in the samples with low NH3flow rates, which is also proved in Raman measurements. The bonding energies of the Si and N atoms have been extracted and analyzed. Results show that the bonding states of Si atoms transfer from Si0to Si+4as the NH3flow rate increases.
基金This work was supported by awards from the CAMS Initiatives for Innovative Medicine(2016-I2M-1-018 to F.Ma and 2017-I2M-3-021 to J.X.Liu)Sichuan Provincial Science and Technology Department Key R&D projects(020YFSY0023 to B.Chen)the Chengdu Science and Technology Project-Technology Innovation R&D(2018-YF05-01341-SN to B.Chen).
文摘The hematopoietic function of HOXC4 has not been extensively investigated.Our research indicated that induction of HOXC4 in co-culture system from D10 significantly promoted productions of most hematopoietic progenitor cells.CD34−CD43+cells could be clearly classified into CD34−CD43^(low) and CD34−CD43^(high) sub-populations at D14.The former cells had greater myelogenic potential,and their production was not significantly influenced by induction of HOXC4.By contrast,the latter cells had greater potential to differentiate into megakaryocytes and erythroid cells,and thus had properties of erythroid–megakaryocyte common progenitors,which abundance was increased by∼2-fold when HOXC4 was induced from D10.For CD34−CD43^(low),CD34+CD43+,and CD34−CD43^(high) sub-populations,CD43 level served as a natural index for the tendency to undergo hematopoiesis.Induction of HOXC4 from D10 caused more CD43+cells sustain in S-phase with up-regulation of NF-κB signaling,which could be counteracted by inhibition of NF-κB signaling.These observations suggested that promotion of hematopoiesis by HOXC4 is closely related to NF-κB signaling and a change in cell-cycle status,which containing potential of clinical applications.
文摘GATA2,a principal member of the GATA family,plays important roles in the generation and maintenance of hematopoietic stem/progenitor cells.Among the three mRNA transcripts,the distal first exon of GATA2(IS exon)is specific for hematopoietic and neuronal cells.GATA2 mutants with abnormal expression are often present in acute myeloid leukemia-related familial diseases and myelodysplastic syndrome,indicating the crucial significance of GATA2 in the proper maintenance of blood system functions.This article offers an overview of the regulation dynamics and function of GATA2 in the generation,proliferation,and function of hematopoietic stem cells in both mouse and human models.We acknowledge the current progress in the cell fate determination mechanism by dynamic GATA2 expression.The gene modification approaches for inspecting the role of GATA2 in definitive hematopoiesis demonstrate the potential for acquiring hPSC-derived hematopoietic stem cells via manipulated GATA2 regulation.
基金supported by grants from the CAMS Initiatives for Innovative Medicine(2016-I2M-1-018 to F.M.and 2017-I2M-3-021 to J.L.)the Sichuan Provincial Health and Family Planning Commissi on research project(17PJ489 to B.C.)Chengdu Science and Technology Project-Technology Innovation R&D(2018-YF05-01341-SN to B.C.).
文摘Runt-related transcription factor 1(RUNX1)is required for definitive hematopoiesis;however,the functions of most human RUNX1 isoforms are unclear.In particular,the effects of RUNX1-205(a novel splice variant that lacks exon 6 in comparison with RUNX1b)on human hematopoiesis are not clear.In this study,a human embryonic stem cell(hESC)line with inducible RUNX1-205 overexpression was established.Analyses of these cells revealed that induction of RUNX1-205 overexpression at early stage did not influence the induction of mesoderm but blocked the emergence of CD34+cells,and the production of hematopoietic stem/progenitor cells was significantly reduced.In addition,the expression of hematopoiesis-related factors was downregulated.However,these effects were abolished when RUNX1-205 overexpression was induced after Day 6 in co-cultures of hESCs and AGM-S3 cells,indicating that the inhibitory effect occurred prior to generation of hemogenic endothelial cells,while the promotive effect could be observed during the late stage of hematopoiesis.This is very similar to that of RUNX1b.Interestingly,the mRNA expression profile of RUNX1-205 during hematopoiesis was distinct from that of RUNX1b,and the protein stability of RUNX1-205 was much higher than that of RUNX1b.Thus,the function of RUNX1-205 in normal and diseased models should be further explored.
基金supported by the the National Natural Science Foundation of China(No.82003372)the Natural Science Foundation of Hubei Province(Nos.2018CFB747 and 2018CFB537)the Educational Commission of Hubei Province(Nos.B2017112 and B20181130),China.
文摘Objectives:In this study,we explored how adiponectin mediated urotensinⅡ(UⅡ)-induced tumor necrosis factor-α(TNF-α)andα-smooth muscle actin(α-SMA)expression and ensuing intracellular signaling pathways in adventitial fibroblasts(AFs).Methods:Growth-arrested AFs and rat tunica adventitia of vessels were incubated with UⅡand inhibitors of signal transduction pathways for 1-24 h.The cells were then harvested for TNF-αreceptor(TNF-α-R)messenger RNA(mRNA)and TNF-αprotein expression determination by reverse transcription-polymerase chain reaction(RT-PCR)and enzyme-linked immunosorbent assay(ELISA),respectively.Adiponectin and adiponectin receptor(adipoR)expression was measured by RT-PCR,quantitative real-time PCR(qPCR),immunohistochemical analysis,and cell counting kit-8(CCK-8)cell proliferation experiments.We then quantified TNF-αandα-SMA mRNA and protein expression levels by qPCR and immunofluorescence(IF)staining.RNA interference(RNAi)was used to explore the function of the adipoR genes.To investigate the signaling pathway,we applied western blotting(WB)to examine phosphorylation of adenosine 5’-monophosphate(AMP)-activated protein kinase(AMPK).In vivo,an adiponectin(APN)-knockout(APN-KO)mouse model mimicking adventitial inflammation was generated to measure TNF-αandα-SMA expression by application of qPCR and IF,with the goal of gaining a comprehensive atlas of adiponectin in vascular remodeling.Results:In both cells and tissues,UⅡpromoted TNF-αprotein and TNF-α-R secretion in a dose-and time-dependent manner via Rho/protein kinase C(PKC)pathway.We detected marked expression of adipoR1,T-cadherin,and calreticulin as well as a moderate presence of adipoR2 in AFs,while no adiponectin was observed.Globular adiponectin(gAd)fostered the growth of AFs,and acted in concert with UⅡto induceα-SMA and TNF-αthrough the adipoR1/T-cadherin/calreticulin/AMPK pathway.In AFs,gAd and UⅡsynergistically induced AMPK phosphorylation.In the adventitial inflammation model,APN deficiency up-regulated the expression ofα-SMA,UⅡreceptor(UT),and UⅡwhile inhibiting TNF-αexpression.Conclusions:From the results of our study,we can speculate that UⅡinduces TNF-αprotein and TNF-α-R secretion in AFs and rat tunica adventitia of vessels via the Rho and PKC signal transduction pathways.Thus,it is plausible that adiponectin is a major player in adventitial progression and could serve as a novel therapeutic target for cardiovascular disease administration.
